From e6ffc90e2a33044a40f3b09b3a8dc2a751bb0095 Mon Sep 17 00:00:00 2001 From: CJ Kindel Date: Mon, 21 Oct 2024 14:29:25 -0700 Subject: [PATCH] GriptapeCloudFileManagerDriver (#1267) --- .github/workflows/docs-integration-tests.yml | 5 + CHANGELOG.md | 2 + .../drivers/file-manager-drivers.md | 48 +++ .../src/amazon_s3_file_manager_driver.py | 24 ++ .../drivers/src/file_manager_driver.py | 9 + .../src/griptape_cloud_file_manager_driver.py | 18 ++ .../drivers/src/local_file_manager_driver.py | 13 + griptape/drivers/__init__.py | 2 + .../amazon_s3_file_manager_driver.py | 3 +- .../file_manager/base_file_manager_driver.py | 22 +- .../griptape_cloud_file_manager_driver.py | 153 ++++++++++ .../file_manager/local_file_manager_driver.py | 3 +- mkdocs.yml | 1 + poetry.lock | 282 ++++++++++-------- pyproject.toml | 7 + .../test_amazon_s3_file_manager_driver.py | 6 +- .../test_base_file_manager_driver.py | 38 +++ ...test_griptape_cloud_file_manager_driver.py | 192 ++++++++++++ .../test_local_file_manager_driver.py | 6 +- tests/unit/tools/test_file_manager.py | 6 +- 20 files changed, 707 insertions(+), 133 deletions(-) create mode 100644 docs/griptape-framework/drivers/file-manager-drivers.md create mode 100644 docs/griptape-framework/drivers/src/amazon_s3_file_manager_driver.py create mode 100644 docs/griptape-framework/drivers/src/file_manager_driver.py create mode 100644 docs/griptape-framework/drivers/src/griptape_cloud_file_manager_driver.py create mode 100644 docs/griptape-framework/drivers/src/local_file_manager_driver.py create mode 100644 griptape/drivers/file_manager/griptape_cloud_file_manager_driver.py create mode 100644 tests/unit/drivers/file_manager/test_base_file_manager_driver.py create mode 100644 tests/unit/drivers/file_manager/test_griptape_cloud_file_manager_driver.py diff --git a/.github/workflows/docs-integration-tests.yml b/.github/workflows/docs-integration-tests.yml index d8e2162ed..81807be59 100644 --- a/.github/workflows/docs-integration-tests.yml +++ b/.github/workflows/docs-integration-tests.yml @@ -125,6 +125,11 @@ jobs: ASTRA_DB_APPLICATION_TOKEN: ${{ secrets.INTEG_ASTRA_DB_APPLICATION_TOKEN }} TAVILY_API_KEY: ${{ secrets.INTEG_TAVILY_API_KEY }} EXA_API_KEY: ${{ secrets.INTEG_EXA_API_KEY }} + AMAZON_S3_BUCKET: ${{ secrets.INTEG_AMAZON_S3_BUCKET }} + AMAZON_S3_KEY: ${{ secrets.INTEG_AMAZON_S3_KEY }} + GT_CLOUD_BUCKET_ID: ${{ secrets.INTEG_GT_CLOUD_BUCKET_ID }} + GT_CLOUD_ASSET_NAME: ${{ secrets.INTEG_GT_CLOUD_ASSET_NAME }} + services: postgres: image: ankane/pgvector:v0.5.0 diff --git a/CHANGELOG.md b/CHANGELOG.md index 212712194..270d90dc3 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -16,6 +16,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Exponential backoff to `BaseEventListenerDriver` for retrying failed event publishing. - `BaseTask.task_outputs` to get a dictionary of all task outputs. This has been added to `Workflow.context` and `Pipeline.context`. - `Chat.input_fn` for customizing the input to the Chat utility. +- `GriptapeCloudFileManagerDriver` for managing files on Griptape Cloud. +- `BaseFileManagerDriver.load_artifact()` & `BaseFileManagerDriver.save_artifact()` for loading & saving artifacts as files. ### Changed diff --git a/docs/griptape-framework/drivers/file-manager-drivers.md b/docs/griptape-framework/drivers/file-manager-drivers.md new file mode 100644 index 000000000..37012c29f --- /dev/null +++ b/docs/griptape-framework/drivers/file-manager-drivers.md @@ -0,0 +1,48 @@ +--- +search: + boost: 2 +--- + +## Overview + +File Manager Drivers can be used to load and save files with local or external file systems. + +You can use File Manager Drivers with Loaders: + +```python +--8<-- "docs/griptape-framework/drivers/src/file_manager_driver.py" +``` + +Or use them independently as shown below for each driver: + +## File Manager Drivers + +### Griptape Cloud + +!!! info + This driver requires the `drivers-file-manager-griptape-cloud` [extra](../index.md#extras). + +The [GriptapeCloudFileManagerDriver](../../reference/griptape/drivers/file_manager/griptape_cloud_file_manager_driver.md) allows you to load and save files sourced from Griptape Cloud Asset and Bucket resources. + +```python +--8<-- "docs/griptape-framework/drivers/src/griptape_cloud_file_manager_driver.py" +``` + +### Local + +The [LocalFileManagerDriver](../../reference/griptape/drivers/file_manager/local_file_manager_driver.md) allows you to load and save files sourced from a local directory. + +```python +--8<-- "docs/griptape-framework/drivers/src/local_file_manager_driver.py" +``` + +### Amazon S3 + +!!! info + This driver requires the `drivers-file-manager-amazon-s3` [extra](../index.md#extras). + +The [LocalFile ManagerDriver](../../reference/griptape/drivers/file_manager/amazon_s3_file_manager_driver.md) allows you to load and save files sourced from an Amazon S3 bucket. + +```python +--8<-- "docs/griptape-framework/drivers/src/amazon_s3_file_manager_driver.py" +``` diff --git a/docs/griptape-framework/drivers/src/amazon_s3_file_manager_driver.py b/docs/griptape-framework/drivers/src/amazon_s3_file_manager_driver.py new file mode 100644 index 000000000..5fa9324cb --- /dev/null +++ b/docs/griptape-framework/drivers/src/amazon_s3_file_manager_driver.py @@ -0,0 +1,24 @@ +import os + +import boto3 + +from griptape.drivers import AmazonS3FileManagerDriver + +amazon_s3_file_manager_driver = AmazonS3FileManagerDriver( + bucket=os.environ["AMAZON_S3_BUCKET"], + session=boto3.Session( + region_name=os.environ["AWS_DEFAULT_REGION"], + aws_access_key_id=os.environ["AWS_ACCESS_KEY_ID"], + aws_secret_access_key=os.environ["AWS_SECRET_ACCESS_KEY"], + ), +) + +# Download File +file_contents = amazon_s3_file_manager_driver.load_file(os.environ["AMAZON_S3_KEY"]) + +print(file_contents) + +# Upload File +response = amazon_s3_file_manager_driver.save_file(os.environ["AMAZON_S3_KEY"], file_contents.value) + +print(response) diff --git a/docs/griptape-framework/drivers/src/file_manager_driver.py b/docs/griptape-framework/drivers/src/file_manager_driver.py new file mode 100644 index 000000000..0ba2e26c7 --- /dev/null +++ b/docs/griptape-framework/drivers/src/file_manager_driver.py @@ -0,0 +1,9 @@ +from griptape.drivers import LocalFileManagerDriver +from griptape.loaders import TextLoader + +local_file_manager_driver = LocalFileManagerDriver() + +loader = TextLoader(file_manager_driver=local_file_manager_driver) +text_artifact = loader.load("tests/resources/test.txt") + +print(text_artifact.value) diff --git a/docs/griptape-framework/drivers/src/griptape_cloud_file_manager_driver.py b/docs/griptape-framework/drivers/src/griptape_cloud_file_manager_driver.py new file mode 100644 index 000000000..b222b5d4a --- /dev/null +++ b/docs/griptape-framework/drivers/src/griptape_cloud_file_manager_driver.py @@ -0,0 +1,18 @@ +import os + +from griptape.drivers import GriptapeCloudFileManagerDriver + +gtc_file_manager_driver = GriptapeCloudFileManagerDriver( + api_key=os.environ["GT_CLOUD_API_KEY"], + bucket_id=os.environ["GT_CLOUD_BUCKET_ID"], +) + +# Download File +file_contents = gtc_file_manager_driver.load_file(os.environ["GT_CLOUD_ASSET_NAME"]) + +print(file_contents) + +# Upload File +response = gtc_file_manager_driver.save_file(os.environ["GT_CLOUD_ASSET_NAME"], file_contents.value) + +print(response) diff --git a/docs/griptape-framework/drivers/src/local_file_manager_driver.py b/docs/griptape-framework/drivers/src/local_file_manager_driver.py new file mode 100644 index 000000000..a53378060 --- /dev/null +++ b/docs/griptape-framework/drivers/src/local_file_manager_driver.py @@ -0,0 +1,13 @@ +from griptape.drivers import LocalFileManagerDriver + +local_file_manager_driver = LocalFileManagerDriver() + +# Download File +file_contents = local_file_manager_driver.load_file("tests/resources/test.txt") + +print(file_contents) + +# Upload File +response = local_file_manager_driver.save_file("tests/resources/test.txt", file_contents.value) + +print(response) diff --git a/griptape/drivers/__init__.py b/griptape/drivers/__init__.py index a4806fc72..4acbc9a19 100644 --- a/griptape/drivers/__init__.py +++ b/griptape/drivers/__init__.py @@ -112,6 +112,7 @@ from .file_manager.base_file_manager_driver import BaseFileManagerDriver from .file_manager.local_file_manager_driver import LocalFileManagerDriver from .file_manager.amazon_s3_file_manager_driver import AmazonS3FileManagerDriver +from .file_manager.griptape_cloud_file_manager_driver import GriptapeCloudFileManagerDriver from .rerank.base_rerank_driver import BaseRerankDriver from .rerank.cohere_rerank_driver import CohereRerankDriver @@ -230,6 +231,7 @@ "BaseFileManagerDriver", "LocalFileManagerDriver", "AmazonS3FileManagerDriver", + "GriptapeCloudFileManagerDriver", "BaseRerankDriver", "CohereRerankDriver", "BaseRulesetDriver", diff --git a/griptape/drivers/file_manager/amazon_s3_file_manager_driver.py b/griptape/drivers/file_manager/amazon_s3_file_manager_driver.py index 1e841866a..ec9037fd8 100644 --- a/griptape/drivers/file_manager/amazon_s3_file_manager_driver.py +++ b/griptape/drivers/file_manager/amazon_s3_file_manager_driver.py @@ -64,11 +64,12 @@ def try_load_file(self, path: str) -> bytes: raise FileNotFoundError from e raise e - def try_save_file(self, path: str, value: bytes) -> None: + def try_save_file(self, path: str, value: bytes) -> str: full_key = self._to_full_key(path) if self._is_a_directory(full_key): raise IsADirectoryError self.client.put_object(Bucket=self.bucket, Key=full_key, Body=value) + return f"s3://{self.bucket}/{full_key}" def _to_full_key(self, path: str) -> str: path = path.lstrip("/") diff --git a/griptape/drivers/file_manager/base_file_manager_driver.py b/griptape/drivers/file_manager/base_file_manager_driver.py index c904f1532..3c8a680da 100644 --- a/griptape/drivers/file_manager/base_file_manager_driver.py +++ b/griptape/drivers/file_manager/base_file_manager_driver.py @@ -5,7 +5,7 @@ from attrs import define, field -from griptape.artifacts import BlobArtifact, InfoArtifact, TextArtifact +from griptape.artifacts import BaseArtifact, BlobArtifact, InfoArtifact, TextArtifact @define @@ -42,9 +42,23 @@ def save_file(self, path: str, value: bytes | str) -> InfoArtifact: elif isinstance(value, (bytearray, memoryview)): raise ValueError(f"Unsupported type: {type(value)}") - self.try_save_file(path, value) + location = self.try_save_file(path, value) - return InfoArtifact("Successfully saved file") + return InfoArtifact(f"Successfully saved file at: {location}") @abstractmethod - def try_save_file(self, path: str, value: bytes) -> None: ... + def try_save_file(self, path: str, value: bytes) -> str: ... + + def load_artifact(self, path: str) -> BaseArtifact: + response = self.try_load_file(path) + return BaseArtifact.from_json( + response.decode() if self.encoding is None else response.decode(encoding=self.encoding) + ) + + def save_artifact(self, path: str, artifact: BaseArtifact) -> InfoArtifact: + artifact_json = artifact.to_json() + value = artifact_json.encode() if self.encoding is None else artifact_json.encode(encoding=self.encoding) + + location = self.try_save_file(path, value) + + return InfoArtifact(f"Successfully saved artifact at: {location}") diff --git a/griptape/drivers/file_manager/griptape_cloud_file_manager_driver.py b/griptape/drivers/file_manager/griptape_cloud_file_manager_driver.py new file mode 100644 index 000000000..5138a1fe4 --- /dev/null +++ b/griptape/drivers/file_manager/griptape_cloud_file_manager_driver.py @@ -0,0 +1,153 @@ +from __future__ import annotations + +import logging +import os +from typing import TYPE_CHECKING, Optional +from urllib.parse import urljoin + +import requests +from attrs import Attribute, Factory, define, field + +from griptape.drivers import BaseFileManagerDriver +from griptape.utils import import_optional_dependency + +logger = logging.getLogger(__name__) + +if TYPE_CHECKING: + from azure.storage.blob import BlobClient + + +@define +class GriptapeCloudFileManagerDriver(BaseFileManagerDriver): + """GriptapeCloudFileManagerDriver can be used to list, load, and save files as Assets in Griptape Cloud Buckets. + + Attributes: + bucket_id: The ID of the Bucket to list, load, and save Assets in. If not provided, the driver will attempt to + retrieve the ID from the environment variable `GT_CLOUD_BUCKET_ID`. + workdir: The working directory. List, load, and save operations will be performed relative to this directory. + base_url: The base URL of the Griptape Cloud API. Defaults to the value of the environment variable + `GT_CLOUD_BASE_URL` or `https://cloud.griptape.ai`. + api_key: The API key to use for authenticating with the Griptape Cloud API. If not provided, the driver will + attempt to retrieve the API key from the environment variable `GT_CLOUD_API_KEY`. + + Raises: + ValueError: If `api_key` is not provided, if `workdir` does not start with "/"", or invalid `bucket_id` and/or `bucket_name` value(s) are provided. + """ + + bucket_id: Optional[str] = field(default=Factory(lambda: os.getenv("GT_CLOUD_BUCKET_ID")), kw_only=True) + workdir: str = field(default="/", kw_only=True) + base_url: str = field( + default=Factory(lambda: os.getenv("GT_CLOUD_BASE_URL", "https://cloud.griptape.ai")), + ) + api_key: Optional[str] = field(default=Factory(lambda: os.getenv("GT_CLOUD_API_KEY"))) + headers: dict = field( + default=Factory(lambda self: {"Authorization": f"Bearer {self.api_key}"}, takes_self=True), + init=False, + ) + + @workdir.validator # pyright: ignore[reportAttributeAccessIssue] + def validate_workdir(self, _: Attribute, workdir: str) -> None: + if not workdir.startswith("/"): + raise ValueError(f"{self.__class__.__name__} requires 'workdir' to be an absolute path, starting with `/`") + + @api_key.validator # pyright: ignore[reportAttributeAccessIssue] + def validate_api_key(self, _: Attribute, value: Optional[str]) -> str: + if value is None: + raise ValueError(f"{self.__class__.__name__} requires an API key") + return value + + @bucket_id.validator # pyright: ignore[reportAttributeAccessIssue] + def validate_bucket_id(self, _: Attribute, value: Optional[str]) -> str: + if value is None: + raise ValueError(f"{self.__class__.__name__} requires an Bucket ID") + return value + + def __attrs_post_init__(self) -> None: + try: + self._call_api(method="get", path=f"/buckets/{self.bucket_id}").json() + except requests.exceptions.HTTPError as e: + if e.response.status_code == 404: + raise ValueError(f"No Bucket found with ID: {self.bucket_id}") from e + raise ValueError(f"Unexpected error when retrieving Bucket with ID: {self.bucket_id}") from e + + def try_list_files(self, path: str, postfix: str = "") -> list[str]: + full_key = self._to_full_key(path) + + if not self._is_a_directory(full_key): + raise NotADirectoryError + + data = {"prefix": full_key} + if postfix: + data["postfix"] = postfix + # TODO: GTC SDK: Pagination + list_assets_response = self._call_api( + method="list", path=f"/buckets/{self.bucket_id}/assets", json=data, raise_for_status=False + ).json() + + return [asset["name"] for asset in list_assets_response.get("assets", [])] + + def try_load_file(self, path: str) -> bytes: + full_key = self._to_full_key(path) + + if self._is_a_directory(full_key): + raise IsADirectoryError + + try: + blob_client = self._get_blob_client(full_key=full_key) + except requests.exceptions.HTTPError as e: + if e.response.status_code == 404: + raise FileNotFoundError from e + raise e + + try: + return blob_client.download_blob().readall() + except import_optional_dependency("azure.core.exceptions").ResourceNotFoundError as e: + raise FileNotFoundError from e + + def try_save_file(self, path: str, value: bytes) -> str: + full_key = self._to_full_key(path) + + if self._is_a_directory(full_key): + raise IsADirectoryError + + try: + self._call_api(method="get", path=f"/buckets/{self.bucket_id}/assets/{full_key}", raise_for_status=True) + except requests.exceptions.HTTPError as e: + if e.response.status_code == 404: + logger.info("Asset '%s' not found, attempting to create", full_key) + data = {"name": full_key} + self._call_api(method="put", path=f"/buckets/{self.bucket_id}/assets", json=data, raise_for_status=True) + else: + raise e + + blob_client = self._get_blob_client(full_key=full_key) + + blob_client.upload_blob(data=value, overwrite=True) + return f"buckets/{self.bucket_id}/assets/{full_key}" + + def _get_blob_client(self, full_key: str) -> BlobClient: + url_response = self._call_api( + method="post", path=f"/buckets/{self.bucket_id}/asset-urls/{full_key}", raise_for_status=True + ).json() + sas_url = url_response["url"] + return import_optional_dependency("azure.storage.blob").BlobClient.from_blob_url(blob_url=sas_url) + + def _get_url(self, path: str) -> str: + path = path.lstrip("/") + return urljoin(self.base_url, f"/api/{path}") + + def _call_api( + self, method: str, path: str, json: Optional[dict] = None, *, raise_for_status: bool = True + ) -> requests.Response: + res = requests.request(method, self._get_url(path), json=json, headers=self.headers) + if raise_for_status: + res.raise_for_status() + return res + + def _is_a_directory(self, path: str) -> bool: + return path == "" or path.endswith("/") + + def _to_full_key(self, path: str) -> str: + path = path.lstrip("/") + full_key = f"{self.workdir}/{path}" + return full_key.lstrip("/") diff --git a/griptape/drivers/file_manager/local_file_manager_driver.py b/griptape/drivers/file_manager/local_file_manager_driver.py index b383ff7d7..69ef3ae1f 100644 --- a/griptape/drivers/file_manager/local_file_manager_driver.py +++ b/griptape/drivers/file_manager/local_file_manager_driver.py @@ -34,12 +34,13 @@ def try_load_file(self, path: str) -> bytes: raise IsADirectoryError return Path(full_path).read_bytes() - def try_save_file(self, path: str, value: bytes) -> None: + def try_save_file(self, path: str, value: bytes) -> str: full_path = self._full_path(path) if self._is_dir(full_path): raise IsADirectoryError os.makedirs(os.path.dirname(full_path), exist_ok=True) Path(full_path).write_bytes(value) + return full_path def _full_path(self, path: str) -> str: full_path = path if self.workdir is None else os.path.join(self.workdir, path.lstrip("/")) diff --git a/mkdocs.yml b/mkdocs.yml index 6a8dd6fea..f43b9e1f7 100644 --- a/mkdocs.yml +++ b/mkdocs.yml @@ -133,6 +133,7 @@ nav: - Web Search Drivers: "griptape-framework/drivers/web-search-drivers.md" - Observability Drivers: "griptape-framework/drivers/observability-drivers.md" - Ruleset Drivers: "griptape-framework/drivers/ruleset-drivers.md" + - File Manager Drivers: "griptape-framework/drivers/file-manager-drivers.md" - Data: - Overview: "griptape-framework/data/index.md" - Artifacts: "griptape-framework/data/artifacts.md" diff --git a/poetry.lock b/poetry.lock index 8ce293a88..287a21f21 100644 --- a/poetry.lock +++ b/poetry.lock @@ -265,6 +265,45 @@ docs = ["cogapp", "furo", "myst-parser", "sphinx", "sphinx-notfound-page", "sphi tests = ["cloudpickle", "hypothesis", "mypy (>=1.11.1)", "pympler", "pytest (>=4.3.0)", "pytest-mypy-plugins", "pytest-xdist[psutil]"] tests-mypy = ["mypy (>=1.11.1)", "pytest-mypy-plugins"] +[[package]] +name = "azure-core" +version = "1.31.0" +description = "Microsoft Azure Core Library for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "azure_core-1.31.0-py3-none-any.whl", hash = "sha256:22954de3777e0250029360ef31d80448ef1be13b80a459bff80ba7073379e2cd"}, + {file = "azure_core-1.31.0.tar.gz", hash = "sha256:656a0dd61e1869b1506b7c6a3b31d62f15984b1a573d6326f6aa2f3e4123284b"}, +] + +[package.dependencies] +requests = ">=2.21.0" +six = ">=1.11.0" +typing-extensions = ">=4.6.0" + +[package.extras] +aio = ["aiohttp (>=3.0)"] + +[[package]] +name = "azure-storage-blob" +version = "12.23.1" +description = "Microsoft Azure Blob Storage Client Library for Python" +optional = false +python-versions = ">=3.8" +files = [ + {file = "azure_storage_blob-12.23.1-py3-none-any.whl", hash = "sha256:1c2238aa841d1545f42714a5017c010366137a44a0605da2d45f770174bfc6b4"}, + {file = "azure_storage_blob-12.23.1.tar.gz", hash = "sha256:a587e54d4e39d2a27bd75109db164ffa2058fe194061e5446c5a89bca918272f"}, +] + +[package.dependencies] +azure-core = ">=1.30.0" +cryptography = ">=2.1.4" +isodate = ">=0.6.1" +typing-extensions = ">=4.6.0" + +[package.extras] +aio = ["azure-core[aio] (>=1.30.0)"] + [[package]] name = "babel" version = "2.16.0" @@ -336,13 +375,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"] [[package]] name = "boto3-stubs" -version = "1.35.44" -description = "Type annotations for boto3 1.35.44 generated with mypy-boto3-builder 8.1.2" +version = "1.35.34" +description = "Type annotations for boto3 1.35.34 generated with mypy-boto3-builder 8.1.2" optional = false python-versions = ">=3.8" files = [ - {file = "boto3_stubs-1.35.44-py3-none-any.whl", hash = "sha256:03b8f717692e85003539135c5553c3d8591c2475f9c9860e4e0b8a139c94b5ff"}, - {file = "boto3_stubs-1.35.44.tar.gz", hash = "sha256:8268c64f6480d9cdd9fcc01082ea5bea96a33e5967ee23d90dcbd3153ec9ffe6"}, + {file = "boto3_stubs-1.35.34-py3-none-any.whl", hash = "sha256:6a2379d8ce47ca704690dbb058c29b8900e77e6210bf8bcebfe876640522ee1c"}, + {file = "boto3_stubs-1.35.34.tar.gz", hash = "sha256:5e9209b26901f8feba4f6bca47024ad1590f9e7e21423ce4d112928973a5e09c"}, ] [package.dependencies] @@ -364,7 +403,7 @@ accessanalyzer = ["mypy-boto3-accessanalyzer (>=1.35.0,<1.36.0)"] account = ["mypy-boto3-account (>=1.35.0,<1.36.0)"] acm = ["mypy-boto3-acm (>=1.35.0,<1.36.0)"] acm-pca = ["mypy-boto3-acm-pca (>=1.35.0,<1.36.0)"] -all = ["mypy-boto3-accessanalyzer (>=1.35.0,<1.36.0)", "mypy-boto3-account (>=1.35.0,<1.36.0)", "mypy-boto3-acm (>=1.35.0,<1.36.0)", "mypy-boto3-acm-pca (>=1.35.0,<1.36.0)", "mypy-boto3-amp (>=1.35.0,<1.36.0)", "mypy-boto3-amplify (>=1.35.0,<1.36.0)", "mypy-boto3-amplifybackend (>=1.35.0,<1.36.0)", "mypy-boto3-amplifyuibuilder (>=1.35.0,<1.36.0)", "mypy-boto3-apigateway (>=1.35.0,<1.36.0)", "mypy-boto3-apigatewaymanagementapi (>=1.35.0,<1.36.0)", "mypy-boto3-apigatewayv2 (>=1.35.0,<1.36.0)", "mypy-boto3-appconfig (>=1.35.0,<1.36.0)", "mypy-boto3-appconfigdata (>=1.35.0,<1.36.0)", "mypy-boto3-appfabric (>=1.35.0,<1.36.0)", "mypy-boto3-appflow (>=1.35.0,<1.36.0)", "mypy-boto3-appintegrations (>=1.35.0,<1.36.0)", "mypy-boto3-application-autoscaling (>=1.35.0,<1.36.0)", "mypy-boto3-application-insights (>=1.35.0,<1.36.0)", "mypy-boto3-application-signals (>=1.35.0,<1.36.0)", "mypy-boto3-applicationcostprofiler (>=1.35.0,<1.36.0)", "mypy-boto3-appmesh (>=1.35.0,<1.36.0)", "mypy-boto3-apprunner (>=1.35.0,<1.36.0)", "mypy-boto3-appstream (>=1.35.0,<1.36.0)", "mypy-boto3-appsync (>=1.35.0,<1.36.0)", "mypy-boto3-apptest (>=1.35.0,<1.36.0)", "mypy-boto3-arc-zonal-shift (>=1.35.0,<1.36.0)", "mypy-boto3-artifact (>=1.35.0,<1.36.0)", "mypy-boto3-athena (>=1.35.0,<1.36.0)", "mypy-boto3-auditmanager (>=1.35.0,<1.36.0)", "mypy-boto3-autoscaling (>=1.35.0,<1.36.0)", "mypy-boto3-autoscaling-plans (>=1.35.0,<1.36.0)", "mypy-boto3-b2bi (>=1.35.0,<1.36.0)", "mypy-boto3-backup (>=1.35.0,<1.36.0)", "mypy-boto3-backup-gateway (>=1.35.0,<1.36.0)", "mypy-boto3-batch (>=1.35.0,<1.36.0)", "mypy-boto3-bcm-data-exports (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-agent (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-agent-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-billingconductor (>=1.35.0,<1.36.0)", "mypy-boto3-braket (>=1.35.0,<1.36.0)", "mypy-boto3-budgets (>=1.35.0,<1.36.0)", "mypy-boto3-ce (>=1.35.0,<1.36.0)", "mypy-boto3-chatbot (>=1.35.0,<1.36.0)", "mypy-boto3-chime (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-identity (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-media-pipelines (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-meetings (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-messaging (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-voice (>=1.35.0,<1.36.0)", "mypy-boto3-cleanrooms (>=1.35.0,<1.36.0)", "mypy-boto3-cleanroomsml (>=1.35.0,<1.36.0)", "mypy-boto3-cloud9 (>=1.35.0,<1.36.0)", "mypy-boto3-cloudcontrol (>=1.35.0,<1.36.0)", "mypy-boto3-clouddirectory (>=1.35.0,<1.36.0)", "mypy-boto3-cloudformation (>=1.35.0,<1.36.0)", "mypy-boto3-cloudfront (>=1.35.0,<1.36.0)", "mypy-boto3-cloudfront-keyvaluestore (>=1.35.0,<1.36.0)", "mypy-boto3-cloudhsm (>=1.35.0,<1.36.0)", "mypy-boto3-cloudhsmv2 (>=1.35.0,<1.36.0)", "mypy-boto3-cloudsearch (>=1.35.0,<1.36.0)", "mypy-boto3-cloudsearchdomain (>=1.35.0,<1.36.0)", "mypy-boto3-cloudtrail (>=1.35.0,<1.36.0)", "mypy-boto3-cloudtrail-data (>=1.35.0,<1.36.0)", "mypy-boto3-cloudwatch (>=1.35.0,<1.36.0)", "mypy-boto3-codeartifact (>=1.35.0,<1.36.0)", "mypy-boto3-codebuild (>=1.35.0,<1.36.0)", "mypy-boto3-codecatalyst (>=1.35.0,<1.36.0)", "mypy-boto3-codecommit (>=1.35.0,<1.36.0)", "mypy-boto3-codeconnections (>=1.35.0,<1.36.0)", "mypy-boto3-codedeploy (>=1.35.0,<1.36.0)", "mypy-boto3-codeguru-reviewer (>=1.35.0,<1.36.0)", "mypy-boto3-codeguru-security (>=1.35.0,<1.36.0)", "mypy-boto3-codeguruprofiler (>=1.35.0,<1.36.0)", "mypy-boto3-codepipeline (>=1.35.0,<1.36.0)", "mypy-boto3-codestar-connections (>=1.35.0,<1.36.0)", "mypy-boto3-codestar-notifications (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-identity (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-idp (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-sync (>=1.35.0,<1.36.0)", "mypy-boto3-comprehend (>=1.35.0,<1.36.0)", "mypy-boto3-comprehendmedical (>=1.35.0,<1.36.0)", "mypy-boto3-compute-optimizer (>=1.35.0,<1.36.0)", "mypy-boto3-config (>=1.35.0,<1.36.0)", "mypy-boto3-connect (>=1.35.0,<1.36.0)", "mypy-boto3-connect-contact-lens (>=1.35.0,<1.36.0)", "mypy-boto3-connectcampaigns (>=1.35.0,<1.36.0)", "mypy-boto3-connectcases (>=1.35.0,<1.36.0)", "mypy-boto3-connectparticipant (>=1.35.0,<1.36.0)", "mypy-boto3-controlcatalog (>=1.35.0,<1.36.0)", "mypy-boto3-controltower (>=1.35.0,<1.36.0)", "mypy-boto3-cost-optimization-hub (>=1.35.0,<1.36.0)", "mypy-boto3-cur (>=1.35.0,<1.36.0)", "mypy-boto3-customer-profiles (>=1.35.0,<1.36.0)", "mypy-boto3-databrew (>=1.35.0,<1.36.0)", "mypy-boto3-dataexchange (>=1.35.0,<1.36.0)", "mypy-boto3-datapipeline (>=1.35.0,<1.36.0)", "mypy-boto3-datasync (>=1.35.0,<1.36.0)", "mypy-boto3-datazone (>=1.35.0,<1.36.0)", "mypy-boto3-dax (>=1.35.0,<1.36.0)", "mypy-boto3-deadline (>=1.35.0,<1.36.0)", "mypy-boto3-detective (>=1.35.0,<1.36.0)", "mypy-boto3-devicefarm (>=1.35.0,<1.36.0)", "mypy-boto3-devops-guru (>=1.35.0,<1.36.0)", "mypy-boto3-directconnect (>=1.35.0,<1.36.0)", "mypy-boto3-discovery (>=1.35.0,<1.36.0)", "mypy-boto3-dlm (>=1.35.0,<1.36.0)", "mypy-boto3-dms (>=1.35.0,<1.36.0)", "mypy-boto3-docdb (>=1.35.0,<1.36.0)", "mypy-boto3-docdb-elastic (>=1.35.0,<1.36.0)", "mypy-boto3-drs (>=1.35.0,<1.36.0)", "mypy-boto3-ds (>=1.35.0,<1.36.0)", "mypy-boto3-ds-data (>=1.35.0,<1.36.0)", "mypy-boto3-dynamodb (>=1.35.0,<1.36.0)", "mypy-boto3-dynamodbstreams (>=1.35.0,<1.36.0)", "mypy-boto3-ebs (>=1.35.0,<1.36.0)", "mypy-boto3-ec2 (>=1.35.0,<1.36.0)", "mypy-boto3-ec2-instance-connect (>=1.35.0,<1.36.0)", "mypy-boto3-ecr (>=1.35.0,<1.36.0)", "mypy-boto3-ecr-public (>=1.35.0,<1.36.0)", "mypy-boto3-ecs (>=1.35.0,<1.36.0)", "mypy-boto3-efs (>=1.35.0,<1.36.0)", "mypy-boto3-eks (>=1.35.0,<1.36.0)", "mypy-boto3-eks-auth (>=1.35.0,<1.36.0)", "mypy-boto3-elastic-inference (>=1.35.0,<1.36.0)", "mypy-boto3-elasticache (>=1.35.0,<1.36.0)", "mypy-boto3-elasticbeanstalk (>=1.35.0,<1.36.0)", "mypy-boto3-elastictranscoder (>=1.35.0,<1.36.0)", "mypy-boto3-elb (>=1.35.0,<1.36.0)", "mypy-boto3-elbv2 (>=1.35.0,<1.36.0)", "mypy-boto3-emr (>=1.35.0,<1.36.0)", "mypy-boto3-emr-containers (>=1.35.0,<1.36.0)", "mypy-boto3-emr-serverless (>=1.35.0,<1.36.0)", "mypy-boto3-entityresolution (>=1.35.0,<1.36.0)", "mypy-boto3-es (>=1.35.0,<1.36.0)", "mypy-boto3-events (>=1.35.0,<1.36.0)", "mypy-boto3-evidently (>=1.35.0,<1.36.0)", "mypy-boto3-finspace (>=1.35.0,<1.36.0)", "mypy-boto3-finspace-data (>=1.35.0,<1.36.0)", "mypy-boto3-firehose (>=1.35.0,<1.36.0)", "mypy-boto3-fis (>=1.35.0,<1.36.0)", "mypy-boto3-fms (>=1.35.0,<1.36.0)", "mypy-boto3-forecast (>=1.35.0,<1.36.0)", "mypy-boto3-forecastquery (>=1.35.0,<1.36.0)", "mypy-boto3-frauddetector (>=1.35.0,<1.36.0)", "mypy-boto3-freetier (>=1.35.0,<1.36.0)", "mypy-boto3-fsx (>=1.35.0,<1.36.0)", "mypy-boto3-gamelift (>=1.35.0,<1.36.0)", "mypy-boto3-glacier (>=1.35.0,<1.36.0)", "mypy-boto3-globalaccelerator (>=1.35.0,<1.36.0)", "mypy-boto3-glue (>=1.35.0,<1.36.0)", "mypy-boto3-grafana (>=1.35.0,<1.36.0)", "mypy-boto3-greengrass (>=1.35.0,<1.36.0)", "mypy-boto3-greengrassv2 (>=1.35.0,<1.36.0)", "mypy-boto3-groundstation (>=1.35.0,<1.36.0)", "mypy-boto3-guardduty (>=1.35.0,<1.36.0)", "mypy-boto3-health (>=1.35.0,<1.36.0)", "mypy-boto3-healthlake (>=1.35.0,<1.36.0)", "mypy-boto3-iam (>=1.35.0,<1.36.0)", "mypy-boto3-identitystore (>=1.35.0,<1.36.0)", "mypy-boto3-imagebuilder (>=1.35.0,<1.36.0)", "mypy-boto3-importexport (>=1.35.0,<1.36.0)", "mypy-boto3-inspector (>=1.35.0,<1.36.0)", "mypy-boto3-inspector-scan (>=1.35.0,<1.36.0)", "mypy-boto3-inspector2 (>=1.35.0,<1.36.0)", "mypy-boto3-internetmonitor (>=1.35.0,<1.36.0)", "mypy-boto3-iot (>=1.35.0,<1.36.0)", "mypy-boto3-iot-data (>=1.35.0,<1.36.0)", "mypy-boto3-iot-jobs-data (>=1.35.0,<1.36.0)", "mypy-boto3-iot1click-devices (>=1.35.0,<1.36.0)", "mypy-boto3-iot1click-projects (>=1.35.0,<1.36.0)", "mypy-boto3-iotanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-iotdeviceadvisor (>=1.35.0,<1.36.0)", "mypy-boto3-iotevents (>=1.35.0,<1.36.0)", "mypy-boto3-iotevents-data (>=1.35.0,<1.36.0)", "mypy-boto3-iotfleethub (>=1.35.0,<1.36.0)", "mypy-boto3-iotfleetwise (>=1.35.0,<1.36.0)", "mypy-boto3-iotsecuretunneling (>=1.35.0,<1.36.0)", "mypy-boto3-iotsitewise (>=1.35.0,<1.36.0)", "mypy-boto3-iotthingsgraph (>=1.35.0,<1.36.0)", "mypy-boto3-iottwinmaker (>=1.35.0,<1.36.0)", "mypy-boto3-iotwireless (>=1.35.0,<1.36.0)", "mypy-boto3-ivs (>=1.35.0,<1.36.0)", "mypy-boto3-ivs-realtime (>=1.35.0,<1.36.0)", "mypy-boto3-ivschat (>=1.35.0,<1.36.0)", "mypy-boto3-kafka (>=1.35.0,<1.36.0)", "mypy-boto3-kafkaconnect (>=1.35.0,<1.36.0)", "mypy-boto3-kendra (>=1.35.0,<1.36.0)", "mypy-boto3-kendra-ranking (>=1.35.0,<1.36.0)", "mypy-boto3-keyspaces (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-archived-media (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-media (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-signaling (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-webrtc-storage (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisanalyticsv2 (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisvideo (>=1.35.0,<1.36.0)", "mypy-boto3-kms (>=1.35.0,<1.36.0)", "mypy-boto3-lakeformation (>=1.35.0,<1.36.0)", "mypy-boto3-lambda (>=1.35.0,<1.36.0)", "mypy-boto3-launch-wizard (>=1.35.0,<1.36.0)", "mypy-boto3-lex-models (>=1.35.0,<1.36.0)", "mypy-boto3-lex-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-lexv2-models (>=1.35.0,<1.36.0)", "mypy-boto3-lexv2-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager-linux-subscriptions (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager-user-subscriptions (>=1.35.0,<1.36.0)", "mypy-boto3-lightsail (>=1.35.0,<1.36.0)", "mypy-boto3-location (>=1.35.0,<1.36.0)", "mypy-boto3-logs (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutequipment (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutmetrics (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutvision (>=1.35.0,<1.36.0)", "mypy-boto3-m2 (>=1.35.0,<1.36.0)", "mypy-boto3-machinelearning (>=1.35.0,<1.36.0)", "mypy-boto3-macie2 (>=1.35.0,<1.36.0)", "mypy-boto3-mailmanager (>=1.35.0,<1.36.0)", "mypy-boto3-managedblockchain (>=1.35.0,<1.36.0)", "mypy-boto3-managedblockchain-query (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-agreement (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-catalog (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-deployment (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-entitlement (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-reporting (>=1.35.0,<1.36.0)", "mypy-boto3-marketplacecommerceanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-mediaconnect (>=1.35.0,<1.36.0)", "mypy-boto3-mediaconvert (>=1.35.0,<1.36.0)", "mypy-boto3-medialive (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackage (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackage-vod (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackagev2 (>=1.35.0,<1.36.0)", "mypy-boto3-mediastore (>=1.35.0,<1.36.0)", "mypy-boto3-mediastore-data (>=1.35.0,<1.36.0)", "mypy-boto3-mediatailor (>=1.35.0,<1.36.0)", "mypy-boto3-medical-imaging (>=1.35.0,<1.36.0)", "mypy-boto3-memorydb (>=1.35.0,<1.36.0)", "mypy-boto3-meteringmarketplace (>=1.35.0,<1.36.0)", "mypy-boto3-mgh (>=1.35.0,<1.36.0)", "mypy-boto3-mgn (>=1.35.0,<1.36.0)", "mypy-boto3-migration-hub-refactor-spaces (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhub-config (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhuborchestrator (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhubstrategy (>=1.35.0,<1.36.0)", "mypy-boto3-mq (>=1.35.0,<1.36.0)", "mypy-boto3-mturk (>=1.35.0,<1.36.0)", "mypy-boto3-mwaa (>=1.35.0,<1.36.0)", "mypy-boto3-neptune (>=1.35.0,<1.36.0)", "mypy-boto3-neptune-graph (>=1.35.0,<1.36.0)", "mypy-boto3-neptunedata (>=1.35.0,<1.36.0)", "mypy-boto3-network-firewall (>=1.35.0,<1.36.0)", "mypy-boto3-networkmanager (>=1.35.0,<1.36.0)", "mypy-boto3-networkmonitor (>=1.35.0,<1.36.0)", "mypy-boto3-nimble (>=1.35.0,<1.36.0)", "mypy-boto3-oam (>=1.35.0,<1.36.0)", "mypy-boto3-omics (>=1.35.0,<1.36.0)", "mypy-boto3-opensearch (>=1.35.0,<1.36.0)", "mypy-boto3-opensearchserverless (>=1.35.0,<1.36.0)", "mypy-boto3-opsworks (>=1.35.0,<1.36.0)", "mypy-boto3-opsworkscm (>=1.35.0,<1.36.0)", "mypy-boto3-organizations (>=1.35.0,<1.36.0)", "mypy-boto3-osis (>=1.35.0,<1.36.0)", "mypy-boto3-outposts (>=1.35.0,<1.36.0)", "mypy-boto3-panorama (>=1.35.0,<1.36.0)", "mypy-boto3-payment-cryptography (>=1.35.0,<1.36.0)", "mypy-boto3-payment-cryptography-data (>=1.35.0,<1.36.0)", "mypy-boto3-pca-connector-ad (>=1.35.0,<1.36.0)", "mypy-boto3-pca-connector-scep (>=1.35.0,<1.36.0)", "mypy-boto3-pcs (>=1.35.0,<1.36.0)", "mypy-boto3-personalize (>=1.35.0,<1.36.0)", "mypy-boto3-personalize-events (>=1.35.0,<1.36.0)", "mypy-boto3-personalize-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-pi (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-email (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-sms-voice (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-sms-voice-v2 (>=1.35.0,<1.36.0)", "mypy-boto3-pipes (>=1.35.0,<1.36.0)", "mypy-boto3-polly (>=1.35.0,<1.36.0)", "mypy-boto3-pricing (>=1.35.0,<1.36.0)", "mypy-boto3-privatenetworks (>=1.35.0,<1.36.0)", "mypy-boto3-proton (>=1.35.0,<1.36.0)", "mypy-boto3-qapps (>=1.35.0,<1.36.0)", "mypy-boto3-qbusiness (>=1.35.0,<1.36.0)", "mypy-boto3-qconnect (>=1.35.0,<1.36.0)", "mypy-boto3-qldb (>=1.35.0,<1.36.0)", "mypy-boto3-qldb-session (>=1.35.0,<1.36.0)", "mypy-boto3-quicksight (>=1.35.0,<1.36.0)", "mypy-boto3-ram (>=1.35.0,<1.36.0)", "mypy-boto3-rbin (>=1.35.0,<1.36.0)", "mypy-boto3-rds (>=1.35.0,<1.36.0)", "mypy-boto3-rds-data (>=1.35.0,<1.36.0)", "mypy-boto3-redshift (>=1.35.0,<1.36.0)", "mypy-boto3-redshift-data (>=1.35.0,<1.36.0)", "mypy-boto3-redshift-serverless (>=1.35.0,<1.36.0)", "mypy-boto3-rekognition (>=1.35.0,<1.36.0)", "mypy-boto3-repostspace (>=1.35.0,<1.36.0)", "mypy-boto3-resiliencehub (>=1.35.0,<1.36.0)", "mypy-boto3-resource-explorer-2 (>=1.35.0,<1.36.0)", "mypy-boto3-resource-groups (>=1.35.0,<1.36.0)", "mypy-boto3-resourcegroupstaggingapi (>=1.35.0,<1.36.0)", "mypy-boto3-robomaker (>=1.35.0,<1.36.0)", "mypy-boto3-rolesanywhere (>=1.35.0,<1.36.0)", "mypy-boto3-route53 (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-cluster (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-control-config (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-readiness (>=1.35.0,<1.36.0)", "mypy-boto3-route53domains (>=1.35.0,<1.36.0)", "mypy-boto3-route53profiles (>=1.35.0,<1.36.0)", "mypy-boto3-route53resolver (>=1.35.0,<1.36.0)", "mypy-boto3-rum (>=1.35.0,<1.36.0)", "mypy-boto3-s3 (>=1.35.0,<1.36.0)", "mypy-boto3-s3control (>=1.35.0,<1.36.0)", "mypy-boto3-s3outposts (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-a2i-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-edge (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-featurestore-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-geospatial (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-metrics (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-savingsplans (>=1.35.0,<1.36.0)", "mypy-boto3-scheduler (>=1.35.0,<1.36.0)", "mypy-boto3-schemas (>=1.35.0,<1.36.0)", "mypy-boto3-sdb (>=1.35.0,<1.36.0)", "mypy-boto3-secretsmanager (>=1.35.0,<1.36.0)", "mypy-boto3-securityhub (>=1.35.0,<1.36.0)", "mypy-boto3-securitylake (>=1.35.0,<1.36.0)", "mypy-boto3-serverlessrepo (>=1.35.0,<1.36.0)", "mypy-boto3-service-quotas (>=1.35.0,<1.36.0)", "mypy-boto3-servicecatalog (>=1.35.0,<1.36.0)", "mypy-boto3-servicecatalog-appregistry (>=1.35.0,<1.36.0)", "mypy-boto3-servicediscovery (>=1.35.0,<1.36.0)", "mypy-boto3-ses (>=1.35.0,<1.36.0)", "mypy-boto3-sesv2 (>=1.35.0,<1.36.0)", "mypy-boto3-shield (>=1.35.0,<1.36.0)", "mypy-boto3-signer (>=1.35.0,<1.36.0)", "mypy-boto3-simspaceweaver (>=1.35.0,<1.36.0)", "mypy-boto3-sms (>=1.35.0,<1.36.0)", "mypy-boto3-sms-voice (>=1.35.0,<1.36.0)", "mypy-boto3-snow-device-management (>=1.35.0,<1.36.0)", "mypy-boto3-snowball (>=1.35.0,<1.36.0)", "mypy-boto3-sns (>=1.35.0,<1.36.0)", "mypy-boto3-socialmessaging (>=1.35.0,<1.36.0)", "mypy-boto3-sqs (>=1.35.0,<1.36.0)", "mypy-boto3-ssm (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-contacts (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-incidents (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-quicksetup (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-sap (>=1.35.0,<1.36.0)", "mypy-boto3-sso (>=1.35.0,<1.36.0)", "mypy-boto3-sso-admin (>=1.35.0,<1.36.0)", "mypy-boto3-sso-oidc (>=1.35.0,<1.36.0)", "mypy-boto3-stepfunctions (>=1.35.0,<1.36.0)", "mypy-boto3-storagegateway (>=1.35.0,<1.36.0)", "mypy-boto3-sts (>=1.35.0,<1.36.0)", "mypy-boto3-supplychain (>=1.35.0,<1.36.0)", "mypy-boto3-support (>=1.35.0,<1.36.0)", "mypy-boto3-support-app (>=1.35.0,<1.36.0)", "mypy-boto3-swf (>=1.35.0,<1.36.0)", "mypy-boto3-synthetics (>=1.35.0,<1.36.0)", "mypy-boto3-taxsettings (>=1.35.0,<1.36.0)", "mypy-boto3-textract (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-influxdb (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-query (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-write (>=1.35.0,<1.36.0)", "mypy-boto3-tnb (>=1.35.0,<1.36.0)", "mypy-boto3-transcribe (>=1.35.0,<1.36.0)", "mypy-boto3-transfer (>=1.35.0,<1.36.0)", "mypy-boto3-translate (>=1.35.0,<1.36.0)", "mypy-boto3-trustedadvisor (>=1.35.0,<1.36.0)", "mypy-boto3-verifiedpermissions (>=1.35.0,<1.36.0)", "mypy-boto3-voice-id (>=1.35.0,<1.36.0)", "mypy-boto3-vpc-lattice (>=1.35.0,<1.36.0)", "mypy-boto3-waf (>=1.35.0,<1.36.0)", "mypy-boto3-waf-regional (>=1.35.0,<1.36.0)", "mypy-boto3-wafv2 (>=1.35.0,<1.36.0)", "mypy-boto3-wellarchitected (>=1.35.0,<1.36.0)", "mypy-boto3-wisdom (>=1.35.0,<1.36.0)", "mypy-boto3-workdocs (>=1.35.0,<1.36.0)", "mypy-boto3-workmail (>=1.35.0,<1.36.0)", "mypy-boto3-workmailmessageflow (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces-thin-client (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces-web (>=1.35.0,<1.36.0)", "mypy-boto3-xray (>=1.35.0,<1.36.0)"] +all = ["mypy-boto3-accessanalyzer (>=1.35.0,<1.36.0)", "mypy-boto3-account (>=1.35.0,<1.36.0)", "mypy-boto3-acm (>=1.35.0,<1.36.0)", "mypy-boto3-acm-pca (>=1.35.0,<1.36.0)", "mypy-boto3-amp (>=1.35.0,<1.36.0)", "mypy-boto3-amplify (>=1.35.0,<1.36.0)", "mypy-boto3-amplifybackend (>=1.35.0,<1.36.0)", "mypy-boto3-amplifyuibuilder (>=1.35.0,<1.36.0)", "mypy-boto3-apigateway (>=1.35.0,<1.36.0)", "mypy-boto3-apigatewaymanagementapi (>=1.35.0,<1.36.0)", "mypy-boto3-apigatewayv2 (>=1.35.0,<1.36.0)", "mypy-boto3-appconfig (>=1.35.0,<1.36.0)", "mypy-boto3-appconfigdata (>=1.35.0,<1.36.0)", "mypy-boto3-appfabric (>=1.35.0,<1.36.0)", "mypy-boto3-appflow (>=1.35.0,<1.36.0)", "mypy-boto3-appintegrations (>=1.35.0,<1.36.0)", "mypy-boto3-application-autoscaling (>=1.35.0,<1.36.0)", "mypy-boto3-application-insights (>=1.35.0,<1.36.0)", "mypy-boto3-application-signals (>=1.35.0,<1.36.0)", "mypy-boto3-applicationcostprofiler (>=1.35.0,<1.36.0)", "mypy-boto3-appmesh (>=1.35.0,<1.36.0)", "mypy-boto3-apprunner (>=1.35.0,<1.36.0)", "mypy-boto3-appstream (>=1.35.0,<1.36.0)", "mypy-boto3-appsync (>=1.35.0,<1.36.0)", "mypy-boto3-apptest (>=1.35.0,<1.36.0)", "mypy-boto3-arc-zonal-shift (>=1.35.0,<1.36.0)", "mypy-boto3-artifact (>=1.35.0,<1.36.0)", "mypy-boto3-athena (>=1.35.0,<1.36.0)", "mypy-boto3-auditmanager (>=1.35.0,<1.36.0)", "mypy-boto3-autoscaling (>=1.35.0,<1.36.0)", "mypy-boto3-autoscaling-plans (>=1.35.0,<1.36.0)", "mypy-boto3-b2bi (>=1.35.0,<1.36.0)", "mypy-boto3-backup (>=1.35.0,<1.36.0)", "mypy-boto3-backup-gateway (>=1.35.0,<1.36.0)", "mypy-boto3-batch (>=1.35.0,<1.36.0)", "mypy-boto3-bcm-data-exports (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-agent (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-agent-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-bedrock-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-billingconductor (>=1.35.0,<1.36.0)", "mypy-boto3-braket (>=1.35.0,<1.36.0)", "mypy-boto3-budgets (>=1.35.0,<1.36.0)", "mypy-boto3-ce (>=1.35.0,<1.36.0)", "mypy-boto3-chatbot (>=1.35.0,<1.36.0)", "mypy-boto3-chime (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-identity (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-media-pipelines (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-meetings (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-messaging (>=1.35.0,<1.36.0)", "mypy-boto3-chime-sdk-voice (>=1.35.0,<1.36.0)", "mypy-boto3-cleanrooms (>=1.35.0,<1.36.0)", "mypy-boto3-cleanroomsml (>=1.35.0,<1.36.0)", "mypy-boto3-cloud9 (>=1.35.0,<1.36.0)", "mypy-boto3-cloudcontrol (>=1.35.0,<1.36.0)", "mypy-boto3-clouddirectory (>=1.35.0,<1.36.0)", "mypy-boto3-cloudformation (>=1.35.0,<1.36.0)", "mypy-boto3-cloudfront (>=1.35.0,<1.36.0)", "mypy-boto3-cloudfront-keyvaluestore (>=1.35.0,<1.36.0)", "mypy-boto3-cloudhsm (>=1.35.0,<1.36.0)", "mypy-boto3-cloudhsmv2 (>=1.35.0,<1.36.0)", "mypy-boto3-cloudsearch (>=1.35.0,<1.36.0)", "mypy-boto3-cloudsearchdomain (>=1.35.0,<1.36.0)", "mypy-boto3-cloudtrail (>=1.35.0,<1.36.0)", "mypy-boto3-cloudtrail-data (>=1.35.0,<1.36.0)", "mypy-boto3-cloudwatch (>=1.35.0,<1.36.0)", "mypy-boto3-codeartifact (>=1.35.0,<1.36.0)", "mypy-boto3-codebuild (>=1.35.0,<1.36.0)", "mypy-boto3-codecatalyst (>=1.35.0,<1.36.0)", "mypy-boto3-codecommit (>=1.35.0,<1.36.0)", "mypy-boto3-codeconnections (>=1.35.0,<1.36.0)", "mypy-boto3-codedeploy (>=1.35.0,<1.36.0)", "mypy-boto3-codeguru-reviewer (>=1.35.0,<1.36.0)", "mypy-boto3-codeguru-security (>=1.35.0,<1.36.0)", "mypy-boto3-codeguruprofiler (>=1.35.0,<1.36.0)", "mypy-boto3-codepipeline (>=1.35.0,<1.36.0)", "mypy-boto3-codestar-connections (>=1.35.0,<1.36.0)", "mypy-boto3-codestar-notifications (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-identity (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-idp (>=1.35.0,<1.36.0)", "mypy-boto3-cognito-sync (>=1.35.0,<1.36.0)", "mypy-boto3-comprehend (>=1.35.0,<1.36.0)", "mypy-boto3-comprehendmedical (>=1.35.0,<1.36.0)", "mypy-boto3-compute-optimizer (>=1.35.0,<1.36.0)", "mypy-boto3-config (>=1.35.0,<1.36.0)", "mypy-boto3-connect (>=1.35.0,<1.36.0)", "mypy-boto3-connect-contact-lens (>=1.35.0,<1.36.0)", "mypy-boto3-connectcampaigns (>=1.35.0,<1.36.0)", "mypy-boto3-connectcases (>=1.35.0,<1.36.0)", "mypy-boto3-connectparticipant (>=1.35.0,<1.36.0)", "mypy-boto3-controlcatalog (>=1.35.0,<1.36.0)", "mypy-boto3-controltower (>=1.35.0,<1.36.0)", "mypy-boto3-cost-optimization-hub (>=1.35.0,<1.36.0)", "mypy-boto3-cur (>=1.35.0,<1.36.0)", "mypy-boto3-customer-profiles (>=1.35.0,<1.36.0)", "mypy-boto3-databrew (>=1.35.0,<1.36.0)", "mypy-boto3-dataexchange (>=1.35.0,<1.36.0)", "mypy-boto3-datapipeline (>=1.35.0,<1.36.0)", "mypy-boto3-datasync (>=1.35.0,<1.36.0)", "mypy-boto3-datazone (>=1.35.0,<1.36.0)", "mypy-boto3-dax (>=1.35.0,<1.36.0)", "mypy-boto3-deadline (>=1.35.0,<1.36.0)", "mypy-boto3-detective (>=1.35.0,<1.36.0)", "mypy-boto3-devicefarm (>=1.35.0,<1.36.0)", "mypy-boto3-devops-guru (>=1.35.0,<1.36.0)", "mypy-boto3-directconnect (>=1.35.0,<1.36.0)", "mypy-boto3-discovery (>=1.35.0,<1.36.0)", "mypy-boto3-dlm (>=1.35.0,<1.36.0)", "mypy-boto3-dms (>=1.35.0,<1.36.0)", "mypy-boto3-docdb (>=1.35.0,<1.36.0)", "mypy-boto3-docdb-elastic (>=1.35.0,<1.36.0)", "mypy-boto3-drs (>=1.35.0,<1.36.0)", "mypy-boto3-ds (>=1.35.0,<1.36.0)", "mypy-boto3-ds-data (>=1.35.0,<1.36.0)", "mypy-boto3-dynamodb (>=1.35.0,<1.36.0)", "mypy-boto3-dynamodbstreams (>=1.35.0,<1.36.0)", "mypy-boto3-ebs (>=1.35.0,<1.36.0)", "mypy-boto3-ec2 (>=1.35.0,<1.36.0)", "mypy-boto3-ec2-instance-connect (>=1.35.0,<1.36.0)", "mypy-boto3-ecr (>=1.35.0,<1.36.0)", "mypy-boto3-ecr-public (>=1.35.0,<1.36.0)", "mypy-boto3-ecs (>=1.35.0,<1.36.0)", "mypy-boto3-efs (>=1.35.0,<1.36.0)", "mypy-boto3-eks (>=1.35.0,<1.36.0)", "mypy-boto3-eks-auth (>=1.35.0,<1.36.0)", "mypy-boto3-elastic-inference (>=1.35.0,<1.36.0)", "mypy-boto3-elasticache (>=1.35.0,<1.36.0)", "mypy-boto3-elasticbeanstalk (>=1.35.0,<1.36.0)", "mypy-boto3-elastictranscoder (>=1.35.0,<1.36.0)", "mypy-boto3-elb (>=1.35.0,<1.36.0)", "mypy-boto3-elbv2 (>=1.35.0,<1.36.0)", "mypy-boto3-emr (>=1.35.0,<1.36.0)", "mypy-boto3-emr-containers (>=1.35.0,<1.36.0)", "mypy-boto3-emr-serverless (>=1.35.0,<1.36.0)", "mypy-boto3-entityresolution (>=1.35.0,<1.36.0)", "mypy-boto3-es (>=1.35.0,<1.36.0)", "mypy-boto3-events (>=1.35.0,<1.36.0)", "mypy-boto3-evidently (>=1.35.0,<1.36.0)", "mypy-boto3-finspace (>=1.35.0,<1.36.0)", "mypy-boto3-finspace-data (>=1.35.0,<1.36.0)", "mypy-boto3-firehose (>=1.35.0,<1.36.0)", "mypy-boto3-fis (>=1.35.0,<1.36.0)", "mypy-boto3-fms (>=1.35.0,<1.36.0)", "mypy-boto3-forecast (>=1.35.0,<1.36.0)", "mypy-boto3-forecastquery (>=1.35.0,<1.36.0)", "mypy-boto3-frauddetector (>=1.35.0,<1.36.0)", "mypy-boto3-freetier (>=1.35.0,<1.36.0)", "mypy-boto3-fsx (>=1.35.0,<1.36.0)", "mypy-boto3-gamelift (>=1.35.0,<1.36.0)", "mypy-boto3-glacier (>=1.35.0,<1.36.0)", "mypy-boto3-globalaccelerator (>=1.35.0,<1.36.0)", "mypy-boto3-glue (>=1.35.0,<1.36.0)", "mypy-boto3-grafana (>=1.35.0,<1.36.0)", "mypy-boto3-greengrass (>=1.35.0,<1.36.0)", "mypy-boto3-greengrassv2 (>=1.35.0,<1.36.0)", "mypy-boto3-groundstation (>=1.35.0,<1.36.0)", "mypy-boto3-guardduty (>=1.35.0,<1.36.0)", "mypy-boto3-health (>=1.35.0,<1.36.0)", "mypy-boto3-healthlake (>=1.35.0,<1.36.0)", "mypy-boto3-iam (>=1.35.0,<1.36.0)", "mypy-boto3-identitystore (>=1.35.0,<1.36.0)", "mypy-boto3-imagebuilder (>=1.35.0,<1.36.0)", "mypy-boto3-importexport (>=1.35.0,<1.36.0)", "mypy-boto3-inspector (>=1.35.0,<1.36.0)", "mypy-boto3-inspector-scan (>=1.35.0,<1.36.0)", "mypy-boto3-inspector2 (>=1.35.0,<1.36.0)", "mypy-boto3-internetmonitor (>=1.35.0,<1.36.0)", "mypy-boto3-iot (>=1.35.0,<1.36.0)", "mypy-boto3-iot-data (>=1.35.0,<1.36.0)", "mypy-boto3-iot-jobs-data (>=1.35.0,<1.36.0)", "mypy-boto3-iot1click-devices (>=1.35.0,<1.36.0)", "mypy-boto3-iot1click-projects (>=1.35.0,<1.36.0)", "mypy-boto3-iotanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-iotdeviceadvisor (>=1.35.0,<1.36.0)", "mypy-boto3-iotevents (>=1.35.0,<1.36.0)", "mypy-boto3-iotevents-data (>=1.35.0,<1.36.0)", "mypy-boto3-iotfleethub (>=1.35.0,<1.36.0)", "mypy-boto3-iotfleetwise (>=1.35.0,<1.36.0)", "mypy-boto3-iotsecuretunneling (>=1.35.0,<1.36.0)", "mypy-boto3-iotsitewise (>=1.35.0,<1.36.0)", "mypy-boto3-iotthingsgraph (>=1.35.0,<1.36.0)", "mypy-boto3-iottwinmaker (>=1.35.0,<1.36.0)", "mypy-boto3-iotwireless (>=1.35.0,<1.36.0)", "mypy-boto3-ivs (>=1.35.0,<1.36.0)", "mypy-boto3-ivs-realtime (>=1.35.0,<1.36.0)", "mypy-boto3-ivschat (>=1.35.0,<1.36.0)", "mypy-boto3-kafka (>=1.35.0,<1.36.0)", "mypy-boto3-kafkaconnect (>=1.35.0,<1.36.0)", "mypy-boto3-kendra (>=1.35.0,<1.36.0)", "mypy-boto3-kendra-ranking (>=1.35.0,<1.36.0)", "mypy-boto3-keyspaces (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-archived-media (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-media (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-signaling (>=1.35.0,<1.36.0)", "mypy-boto3-kinesis-video-webrtc-storage (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisanalyticsv2 (>=1.35.0,<1.36.0)", "mypy-boto3-kinesisvideo (>=1.35.0,<1.36.0)", "mypy-boto3-kms (>=1.35.0,<1.36.0)", "mypy-boto3-lakeformation (>=1.35.0,<1.36.0)", "mypy-boto3-lambda (>=1.35.0,<1.36.0)", "mypy-boto3-launch-wizard (>=1.35.0,<1.36.0)", "mypy-boto3-lex-models (>=1.35.0,<1.36.0)", "mypy-boto3-lex-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-lexv2-models (>=1.35.0,<1.36.0)", "mypy-boto3-lexv2-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager-linux-subscriptions (>=1.35.0,<1.36.0)", "mypy-boto3-license-manager-user-subscriptions (>=1.35.0,<1.36.0)", "mypy-boto3-lightsail (>=1.35.0,<1.36.0)", "mypy-boto3-location (>=1.35.0,<1.36.0)", "mypy-boto3-logs (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutequipment (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutmetrics (>=1.35.0,<1.36.0)", "mypy-boto3-lookoutvision (>=1.35.0,<1.36.0)", "mypy-boto3-m2 (>=1.35.0,<1.36.0)", "mypy-boto3-machinelearning (>=1.35.0,<1.36.0)", "mypy-boto3-macie2 (>=1.35.0,<1.36.0)", "mypy-boto3-mailmanager (>=1.35.0,<1.36.0)", "mypy-boto3-managedblockchain (>=1.35.0,<1.36.0)", "mypy-boto3-managedblockchain-query (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-agreement (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-catalog (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-deployment (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-entitlement (>=1.35.0,<1.36.0)", "mypy-boto3-marketplace-reporting (>=1.35.0,<1.36.0)", "mypy-boto3-marketplacecommerceanalytics (>=1.35.0,<1.36.0)", "mypy-boto3-mediaconnect (>=1.35.0,<1.36.0)", "mypy-boto3-mediaconvert (>=1.35.0,<1.36.0)", "mypy-boto3-medialive (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackage (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackage-vod (>=1.35.0,<1.36.0)", "mypy-boto3-mediapackagev2 (>=1.35.0,<1.36.0)", "mypy-boto3-mediastore (>=1.35.0,<1.36.0)", "mypy-boto3-mediastore-data (>=1.35.0,<1.36.0)", "mypy-boto3-mediatailor (>=1.35.0,<1.36.0)", "mypy-boto3-medical-imaging (>=1.35.0,<1.36.0)", "mypy-boto3-memorydb (>=1.35.0,<1.36.0)", "mypy-boto3-meteringmarketplace (>=1.35.0,<1.36.0)", "mypy-boto3-mgh (>=1.35.0,<1.36.0)", "mypy-boto3-mgn (>=1.35.0,<1.36.0)", "mypy-boto3-migration-hub-refactor-spaces (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhub-config (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhuborchestrator (>=1.35.0,<1.36.0)", "mypy-boto3-migrationhubstrategy (>=1.35.0,<1.36.0)", "mypy-boto3-mq (>=1.35.0,<1.36.0)", "mypy-boto3-mturk (>=1.35.0,<1.36.0)", "mypy-boto3-mwaa (>=1.35.0,<1.36.0)", "mypy-boto3-neptune (>=1.35.0,<1.36.0)", "mypy-boto3-neptune-graph (>=1.35.0,<1.36.0)", "mypy-boto3-neptunedata (>=1.35.0,<1.36.0)", "mypy-boto3-network-firewall (>=1.35.0,<1.36.0)", "mypy-boto3-networkmanager (>=1.35.0,<1.36.0)", "mypy-boto3-networkmonitor (>=1.35.0,<1.36.0)", "mypy-boto3-nimble (>=1.35.0,<1.36.0)", "mypy-boto3-oam (>=1.35.0,<1.36.0)", "mypy-boto3-omics (>=1.35.0,<1.36.0)", "mypy-boto3-opensearch (>=1.35.0,<1.36.0)", "mypy-boto3-opensearchserverless (>=1.35.0,<1.36.0)", "mypy-boto3-opsworks (>=1.35.0,<1.36.0)", "mypy-boto3-opsworkscm (>=1.35.0,<1.36.0)", "mypy-boto3-organizations (>=1.35.0,<1.36.0)", "mypy-boto3-osis (>=1.35.0,<1.36.0)", "mypy-boto3-outposts (>=1.35.0,<1.36.0)", "mypy-boto3-panorama (>=1.35.0,<1.36.0)", "mypy-boto3-payment-cryptography (>=1.35.0,<1.36.0)", "mypy-boto3-payment-cryptography-data (>=1.35.0,<1.36.0)", "mypy-boto3-pca-connector-ad (>=1.35.0,<1.36.0)", "mypy-boto3-pca-connector-scep (>=1.35.0,<1.36.0)", "mypy-boto3-pcs (>=1.35.0,<1.36.0)", "mypy-boto3-personalize (>=1.35.0,<1.36.0)", "mypy-boto3-personalize-events (>=1.35.0,<1.36.0)", "mypy-boto3-personalize-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-pi (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-email (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-sms-voice (>=1.35.0,<1.36.0)", "mypy-boto3-pinpoint-sms-voice-v2 (>=1.35.0,<1.36.0)", "mypy-boto3-pipes (>=1.35.0,<1.36.0)", "mypy-boto3-polly (>=1.35.0,<1.36.0)", "mypy-boto3-pricing (>=1.35.0,<1.36.0)", "mypy-boto3-privatenetworks (>=1.35.0,<1.36.0)", "mypy-boto3-proton (>=1.35.0,<1.36.0)", "mypy-boto3-qapps (>=1.35.0,<1.36.0)", "mypy-boto3-qbusiness (>=1.35.0,<1.36.0)", "mypy-boto3-qconnect (>=1.35.0,<1.36.0)", "mypy-boto3-qldb (>=1.35.0,<1.36.0)", "mypy-boto3-qldb-session (>=1.35.0,<1.36.0)", "mypy-boto3-quicksight (>=1.35.0,<1.36.0)", "mypy-boto3-ram (>=1.35.0,<1.36.0)", "mypy-boto3-rbin (>=1.35.0,<1.36.0)", "mypy-boto3-rds (>=1.35.0,<1.36.0)", "mypy-boto3-rds-data (>=1.35.0,<1.36.0)", "mypy-boto3-redshift (>=1.35.0,<1.36.0)", "mypy-boto3-redshift-data (>=1.35.0,<1.36.0)", "mypy-boto3-redshift-serverless (>=1.35.0,<1.36.0)", "mypy-boto3-rekognition (>=1.35.0,<1.36.0)", "mypy-boto3-repostspace (>=1.35.0,<1.36.0)", "mypy-boto3-resiliencehub (>=1.35.0,<1.36.0)", "mypy-boto3-resource-explorer-2 (>=1.35.0,<1.36.0)", "mypy-boto3-resource-groups (>=1.35.0,<1.36.0)", "mypy-boto3-resourcegroupstaggingapi (>=1.35.0,<1.36.0)", "mypy-boto3-robomaker (>=1.35.0,<1.36.0)", "mypy-boto3-rolesanywhere (>=1.35.0,<1.36.0)", "mypy-boto3-route53 (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-cluster (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-control-config (>=1.35.0,<1.36.0)", "mypy-boto3-route53-recovery-readiness (>=1.35.0,<1.36.0)", "mypy-boto3-route53domains (>=1.35.0,<1.36.0)", "mypy-boto3-route53profiles (>=1.35.0,<1.36.0)", "mypy-boto3-route53resolver (>=1.35.0,<1.36.0)", "mypy-boto3-rum (>=1.35.0,<1.36.0)", "mypy-boto3-s3 (>=1.35.0,<1.36.0)", "mypy-boto3-s3control (>=1.35.0,<1.36.0)", "mypy-boto3-s3outposts (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-a2i-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-edge (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-featurestore-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-geospatial (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-metrics (>=1.35.0,<1.36.0)", "mypy-boto3-sagemaker-runtime (>=1.35.0,<1.36.0)", "mypy-boto3-savingsplans (>=1.35.0,<1.36.0)", "mypy-boto3-scheduler (>=1.35.0,<1.36.0)", "mypy-boto3-schemas (>=1.35.0,<1.36.0)", "mypy-boto3-sdb (>=1.35.0,<1.36.0)", "mypy-boto3-secretsmanager (>=1.35.0,<1.36.0)", "mypy-boto3-securityhub (>=1.35.0,<1.36.0)", "mypy-boto3-securitylake (>=1.35.0,<1.36.0)", "mypy-boto3-serverlessrepo (>=1.35.0,<1.36.0)", "mypy-boto3-service-quotas (>=1.35.0,<1.36.0)", "mypy-boto3-servicecatalog (>=1.35.0,<1.36.0)", "mypy-boto3-servicecatalog-appregistry (>=1.35.0,<1.36.0)", "mypy-boto3-servicediscovery (>=1.35.0,<1.36.0)", "mypy-boto3-ses (>=1.35.0,<1.36.0)", "mypy-boto3-sesv2 (>=1.35.0,<1.36.0)", "mypy-boto3-shield (>=1.35.0,<1.36.0)", "mypy-boto3-signer (>=1.35.0,<1.36.0)", "mypy-boto3-simspaceweaver (>=1.35.0,<1.36.0)", "mypy-boto3-sms (>=1.35.0,<1.36.0)", "mypy-boto3-sms-voice (>=1.35.0,<1.36.0)", "mypy-boto3-snow-device-management (>=1.35.0,<1.36.0)", "mypy-boto3-snowball (>=1.35.0,<1.36.0)", "mypy-boto3-sns (>=1.35.0,<1.36.0)", "mypy-boto3-sqs (>=1.35.0,<1.36.0)", "mypy-boto3-ssm (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-contacts (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-incidents (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-quicksetup (>=1.35.0,<1.36.0)", "mypy-boto3-ssm-sap (>=1.35.0,<1.36.0)", "mypy-boto3-sso (>=1.35.0,<1.36.0)", "mypy-boto3-sso-admin (>=1.35.0,<1.36.0)", "mypy-boto3-sso-oidc (>=1.35.0,<1.36.0)", "mypy-boto3-stepfunctions (>=1.35.0,<1.36.0)", "mypy-boto3-storagegateway (>=1.35.0,<1.36.0)", "mypy-boto3-sts (>=1.35.0,<1.36.0)", "mypy-boto3-supplychain (>=1.35.0,<1.36.0)", "mypy-boto3-support (>=1.35.0,<1.36.0)", "mypy-boto3-support-app (>=1.35.0,<1.36.0)", "mypy-boto3-swf (>=1.35.0,<1.36.0)", "mypy-boto3-synthetics (>=1.35.0,<1.36.0)", "mypy-boto3-taxsettings (>=1.35.0,<1.36.0)", "mypy-boto3-textract (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-influxdb (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-query (>=1.35.0,<1.36.0)", "mypy-boto3-timestream-write (>=1.35.0,<1.36.0)", "mypy-boto3-tnb (>=1.35.0,<1.36.0)", "mypy-boto3-transcribe (>=1.35.0,<1.36.0)", "mypy-boto3-transfer (>=1.35.0,<1.36.0)", "mypy-boto3-translate (>=1.35.0,<1.36.0)", "mypy-boto3-trustedadvisor (>=1.35.0,<1.36.0)", "mypy-boto3-verifiedpermissions (>=1.35.0,<1.36.0)", "mypy-boto3-voice-id (>=1.35.0,<1.36.0)", "mypy-boto3-vpc-lattice (>=1.35.0,<1.36.0)", "mypy-boto3-waf (>=1.35.0,<1.36.0)", "mypy-boto3-waf-regional (>=1.35.0,<1.36.0)", "mypy-boto3-wafv2 (>=1.35.0,<1.36.0)", "mypy-boto3-wellarchitected (>=1.35.0,<1.36.0)", "mypy-boto3-wisdom (>=1.35.0,<1.36.0)", "mypy-boto3-workdocs (>=1.35.0,<1.36.0)", "mypy-boto3-workmail (>=1.35.0,<1.36.0)", "mypy-boto3-workmailmessageflow (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces-thin-client (>=1.35.0,<1.36.0)", "mypy-boto3-workspaces-web (>=1.35.0,<1.36.0)", "mypy-boto3-xray (>=1.35.0,<1.36.0)"] amp = ["mypy-boto3-amp (>=1.35.0,<1.36.0)"] amplify = ["mypy-boto3-amplify (>=1.35.0,<1.36.0)"] amplifybackend = ["mypy-boto3-amplifybackend (>=1.35.0,<1.36.0)"] @@ -402,7 +441,7 @@ bedrock-agent = ["mypy-boto3-bedrock-agent (>=1.35.0,<1.36.0)"] bedrock-agent-runtime = ["mypy-boto3-bedrock-agent-runtime (>=1.35.0,<1.36.0)"] bedrock-runtime = ["mypy-boto3-bedrock-runtime (>=1.35.0,<1.36.0)"] billingconductor = ["mypy-boto3-billingconductor (>=1.35.0,<1.36.0)"] -boto3 = ["boto3 (==1.35.44)", "botocore (==1.35.44)"] +boto3 = ["boto3 (==1.35.34)", "botocore (==1.35.34)"] braket = ["mypy-boto3-braket (>=1.35.0,<1.36.0)"] budgets = ["mypy-boto3-budgets (>=1.35.0,<1.36.0)"] ce = ["mypy-boto3-ce (>=1.35.0,<1.36.0)"] @@ -709,7 +748,6 @@ sms-voice = ["mypy-boto3-sms-voice (>=1.35.0,<1.36.0)"] snow-device-management = ["mypy-boto3-snow-device-management (>=1.35.0,<1.36.0)"] snowball = ["mypy-boto3-snowball (>=1.35.0,<1.36.0)"] sns = ["mypy-boto3-sns (>=1.35.0,<1.36.0)"] -socialmessaging = ["mypy-boto3-socialmessaging (>=1.35.0,<1.36.0)"] sqs = ["mypy-boto3-sqs (>=1.35.0,<1.36.0)"] ssm = ["mypy-boto3-ssm (>=1.35.0,<1.36.0)"] ssm-contacts = ["mypy-boto3-ssm-contacts (>=1.35.0,<1.36.0)"] @@ -2281,6 +2319,17 @@ files = [ {file = "iniconfig-2.0.0.tar.gz", hash = "sha256:2d91e135bf72d31a410b17c16da610a82cb55f6b0477d1a902134b24a455b8b3"}, ] +[[package]] +name = "isodate" +version = "0.7.2" +description = "An ISO 8601 date/time/duration parser and formatter" +optional = false +python-versions = ">=3.7" +files = [ + {file = "isodate-0.7.2-py3-none-any.whl", hash = "sha256:28009937d8031054830160fce6d409ed342816b543597cece116d966c6d99e15"}, + {file = "isodate-0.7.2.tar.gz", hash = "sha256:4cd1aa0f43ca76f4a6c6c0292a85f40b35ec2e43e315b59f06e6d32171a953e6"}, +] + [[package]] name = "jaraco-classes" version = "3.4.0" @@ -2890,13 +2939,13 @@ marshmallow = ">=2.0.0" [[package]] name = "mdformat" -version = "0.7.18" +version = "0.7.17" description = "CommonMark compliant Markdown formatter" optional = false -python-versions = ">=3.9" +python-versions = ">=3.8" files = [ - {file = "mdformat-0.7.18-py3-none-any.whl", hash = "sha256:0060cff2a9d53a2c29a4b2be56ff90cc210d2e8506684fa482c9846166f05e22"}, - {file = "mdformat-0.7.18.tar.gz", hash = "sha256:42cba8bc5a6bb12d50bdf7c1e470c1f837a8ab8ce81571d4e53b9e62051f6e4f"}, + {file = "mdformat-0.7.17-py3-none-any.whl", hash = "sha256:91ffc5e203f5814a6ad17515c77767fd2737fc12ffd8b58b7bb1d8b9aa6effaa"}, + {file = "mdformat-0.7.17.tar.gz", hash = "sha256:a9dbb1838d43bb1e6f03bd5dca9412c552544a9bc42d6abb5dc32adfe8ae7c0d"}, ] [package.dependencies] @@ -3143,13 +3192,13 @@ mkdocs = ">=1.0.3" [[package]] name = "mkdocs-material" -version = "9.5.42" +version = "9.5.39" description = "Documentation that simply works" optional = false python-versions = ">=3.8" files = [ - {file = "mkdocs_material-9.5.42-py3-none-any.whl", hash = "sha256:452a7c5d21284b373f36b981a2cbebfff59263feebeede1bc28652e9c5bbe316"}, - {file = "mkdocs_material-9.5.42.tar.gz", hash = "sha256:92779b5e9b5934540c574c11647131d217dc540dce72b05feeda088c8eb1b8f2"}, + {file = "mkdocs_material-9.5.39-py3-none-any.whl", hash = "sha256:0f2f68c8db89523cb4a59705cd01b4acd62b2f71218ccb67e1e004e560410d2b"}, + {file = "mkdocs_material-9.5.39.tar.gz", hash = "sha256:25faa06142afa38549d2b781d475a86fb61de93189f532b88e69bf11e5e5c3be"}, ] [package.dependencies] @@ -3197,13 +3246,13 @@ mkdocs = ">=1.2" [[package]] name = "mkdocstrings" -version = "0.26.2" +version = "0.26.1" description = "Automatic documentation from sources, for MkDocs." optional = false -python-versions = ">=3.9" +python-versions = ">=3.8" files = [ - {file = "mkdocstrings-0.26.2-py3-none-any.whl", hash = "sha256:1248f3228464f3b8d1a15bd91249ce1701fe3104ac517a5f167a0e01ca850ba5"}, - {file = "mkdocstrings-0.26.2.tar.gz", hash = "sha256:34a8b50f1e6cfd29546c6c09fbe02154adfb0b361bb758834bf56aa284ba876e"}, + {file = "mkdocstrings-0.26.1-py3-none-any.whl", hash = "sha256:29738bfb72b4608e8e55cc50fb8a54f325dc7ebd2014e4e3881a49892d5983cf"}, + {file = "mkdocstrings-0.26.1.tar.gz", hash = "sha256:bb8b8854d6713d5348ad05b069a09f3b79edbc6a0f33a34c6821141adb03fe33"}, ] [package.dependencies] @@ -3272,13 +3321,13 @@ files = [ [[package]] name = "moto" -version = "5.0.18" +version = "5.0.16" description = "" optional = false python-versions = ">=3.8" files = [ - {file = "moto-5.0.18-py2.py3-none-any.whl", hash = "sha256:8e25401f7d7910e19a732b417e0d503ef86cf4de9114a273dd62679a42f3be1c"}, - {file = "moto-5.0.18.tar.gz", hash = "sha256:8a7ad2f53a2e6cc9db2ff65c0e0d4b5d7e78bc00b825c9e1ff6cc394371e76e9"}, + {file = "moto-5.0.16-py2.py3-none-any.whl", hash = "sha256:4ce1f34830307f7b3d553d77a7ef26066ab3b70006203d4226b048c9d11a3be4"}, + {file = "moto-5.0.16.tar.gz", hash = "sha256:f4afb176a964cd7a70da9bc5e053d43109614ce3cab26044bcbb53610435dff4"}, ] [package.dependencies] @@ -3296,7 +3345,7 @@ werkzeug = ">=0.5,<2.2.0 || >2.2.0,<2.2.1 || >2.2.1" xmltodict = "*" [package.extras] -all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "jsonschema", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"] +all = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"] apigateway = ["PyYAML (>=5.1)", "joserfc (>=0.9.0)", "openapi-spec-validator (>=0.5.0)"] apigatewayv2 = ["PyYAML (>=5.1)", "openapi-spec-validator (>=0.5.0)"] appsync = ["graphql-core"] @@ -3310,7 +3359,6 @@ events = ["jsonpath-ng"] glue = ["pyparsing (>=3.0.7)"] iotdata = ["jsondiff (>=1.1.2)"] proxy = ["PyYAML (>=5.1)", "antlr4-python3-runtime", "aws-xray-sdk (>=0.93,!=0.96)", "cfn-lint (>=0.40.0)", "docker (>=2.5.1)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "jsonpath-ng", "multipart", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)", "setuptools"] -quicksight = ["jsonschema"] resourcegroupstaggingapi = ["PyYAML (>=5.1)", "cfn-lint (>=0.40.0)", "docker (>=3.0.0)", "graphql-core", "joserfc (>=0.9.0)", "jsondiff (>=1.1.2)", "openapi-spec-validator (>=0.5.0)", "py-partiql-parser (==0.5.6)", "pyparsing (>=3.0.7)"] s3 = ["PyYAML (>=5.1)", "py-partiql-parser (==0.5.6)"] s3crc32c = ["PyYAML (>=5.1)", "crc32c", "py-partiql-parser (==0.5.6)"] @@ -3678,50 +3726,46 @@ files = [ [[package]] name = "nvidia-cublas-cu12" -version = "12.4.5.8" +version = "12.1.3.1" description = "CUBLAS native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0f8aa1706812e00b9f19dfe0cdb3999b092ccb8ca168c0db5b8ea712456fd9b3"}, - {file = "nvidia_cublas_cu12-12.4.5.8-py3-none-manylinux2014_x86_64.whl", hash = "sha256:2fc8da60df463fdefa81e323eef2e36489e1c94335b5358bcb38360adf75ac9b"}, - {file = "nvidia_cublas_cu12-12.4.5.8-py3-none-win_amd64.whl", hash = "sha256:5a796786da89203a0657eda402bcdcec6180254a8ac22d72213abc42069522dc"}, + {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-manylinux1_x86_64.whl", hash = "sha256:ee53ccca76a6fc08fb9701aa95b6ceb242cdaab118c3bb152af4e579af792728"}, + {file = "nvidia_cublas_cu12-12.1.3.1-py3-none-win_amd64.whl", hash = "sha256:2b964d60e8cf11b5e1073d179d85fa340c120e99b3067558f3cf98dd69d02906"}, ] [[package]] name = "nvidia-cuda-cupti-cu12" -version = "12.4.127" +version = "12.1.105" description = "CUDA profiling tools runtime libs." optional = false python-versions = ">=3" files = [ - {file = "nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:79279b35cf6f91da114182a5ce1864997fd52294a87a16179ce275773799458a"}, - {file = "nvidia_cuda_cupti_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:9dec60f5ac126f7bb551c055072b69d85392b13311fcc1bcda2202d172df30fb"}, - {file = "nvidia_cuda_cupti_cu12-12.4.127-py3-none-win_amd64.whl", hash = "sha256:5688d203301ab051449a2b1cb6690fbe90d2b372f411521c86018b950f3d7922"}, + {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:e54fde3983165c624cb79254ae9818a456eb6e87a7fd4d56a2352c24ee542d7e"}, + {file = "nvidia_cuda_cupti_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:bea8236d13a0ac7190bd2919c3e8e6ce1e402104276e6f9694479e48bb0eb2a4"}, ] [[package]] name = "nvidia-cuda-nvrtc-cu12" -version = "12.4.127" +version = "12.1.105" description = "NVRTC native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:0eedf14185e04b76aa05b1fea04133e59f465b6f960c0cbf4e37c3cb6b0ea198"}, - {file = "nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a178759ebb095827bd30ef56598ec182b85547f1508941a3d560eb7ea1fbf338"}, - {file = "nvidia_cuda_nvrtc_cu12-12.4.127-py3-none-win_amd64.whl", hash = "sha256:a961b2f1d5f17b14867c619ceb99ef6fcec12e46612711bcec78eb05068a60ec"}, + {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:339b385f50c309763ca65456ec75e17bbefcbbf2893f462cb8b90584cd27a1c2"}, + {file = "nvidia_cuda_nvrtc_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:0a98a522d9ff138b96c010a65e145dc1b4850e9ecb75a0172371793752fd46ed"}, ] [[package]] name = "nvidia-cuda-runtime-cu12" -version = "12.4.127" +version = "12.1.105" description = "CUDA Runtime native Libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:961fe0e2e716a2a1d967aab7caee97512f71767f852f67432d572e36cb3a11f3"}, - {file = "nvidia_cuda_runtime_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:64403288fa2136ee8e467cdc9c9427e0434110899d07c779f25b5c068934faa5"}, - {file = "nvidia_cuda_runtime_cu12-12.4.127-py3-none-win_amd64.whl", hash = "sha256:09c2e35f48359752dfa822c09918211844a3d93c100a715d79b59591130c5e1e"}, + {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:6e258468ddf5796e25f1dc591a31029fa317d97a0a94ed93468fc86301d61e40"}, + {file = "nvidia_cuda_runtime_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:dfb46ef84d73fababab44cf03e3b83f80700d27ca300e537f85f636fac474344"}, ] [[package]] @@ -3740,41 +3784,35 @@ nvidia-cublas-cu12 = "*" [[package]] name = "nvidia-cufft-cu12" -version = "11.2.1.3" +version = "11.0.2.54" description = "CUFFT native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_aarch64.whl", hash = "sha256:5dad8008fc7f92f5ddfa2101430917ce2ffacd86824914c82e28990ad7f00399"}, - {file = "nvidia_cufft_cu12-11.2.1.3-py3-none-manylinux2014_x86_64.whl", hash = "sha256:f083fc24912aa410be21fa16d157fed2055dab1cc4b6934a0e03cba69eb242b9"}, - {file = "nvidia_cufft_cu12-11.2.1.3-py3-none-win_amd64.whl", hash = "sha256:d802f4954291101186078ccbe22fc285a902136f974d369540fd4a5333d1440b"}, + {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-manylinux1_x86_64.whl", hash = "sha256:794e3948a1aa71fd817c3775866943936774d1c14e7628c74f6f7417224cdf56"}, + {file = "nvidia_cufft_cu12-11.0.2.54-py3-none-win_amd64.whl", hash = "sha256:d9ac353f78ff89951da4af698f80870b1534ed69993f10a4cf1d96f21357e253"}, ] -[package.dependencies] -nvidia-nvjitlink-cu12 = "*" - [[package]] name = "nvidia-curand-cu12" -version = "10.3.5.147" +version = "10.3.2.106" description = "CURAND native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1f173f09e3e3c76ab084aba0de819c49e56614feae5c12f69883f4ae9bb5fad9"}, - {file = "nvidia_curand_cu12-10.3.5.147-py3-none-manylinux2014_x86_64.whl", hash = "sha256:a88f583d4e0bb643c49743469964103aa59f7f708d862c3ddb0fc07f851e3b8b"}, - {file = "nvidia_curand_cu12-10.3.5.147-py3-none-win_amd64.whl", hash = "sha256:f307cc191f96efe9e8f05a87096abc20d08845a841889ef78cb06924437f6771"}, + {file = "nvidia_curand_cu12-10.3.2.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:9d264c5036dde4e64f1de8c50ae753237c12e0b1348738169cd0f8a536c0e1e0"}, + {file = "nvidia_curand_cu12-10.3.2.106-py3-none-win_amd64.whl", hash = "sha256:75b6b0c574c0037839121317e17fd01f8a69fd2ef8e25853d826fec30bdba74a"}, ] [[package]] name = "nvidia-cusolver-cu12" -version = "11.6.1.9" +version = "11.4.5.107" description = "CUDA solver native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_aarch64.whl", hash = "sha256:d338f155f174f90724bbde3758b7ac375a70ce8e706d70b018dd3375545fc84e"}, - {file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-manylinux2014_x86_64.whl", hash = "sha256:19e33fa442bcfd085b3086c4ebf7e8debc07cfe01e11513cc6d332fd918ac260"}, - {file = "nvidia_cusolver_cu12-11.6.1.9-py3-none-win_amd64.whl", hash = "sha256:e77314c9d7b694fcebc84f58989f3aa4fb4cb442f12ca1a9bde50f5e8f6d1b9c"}, + {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-manylinux1_x86_64.whl", hash = "sha256:8a7ec542f0412294b15072fa7dab71d31334014a69f953004ea7a118206fe0dd"}, + {file = "nvidia_cusolver_cu12-11.4.5.107-py3-none-win_amd64.whl", hash = "sha256:74e0c3a24c78612192a74fcd90dd117f1cf21dea4822e66d89e8ea80e3cd2da5"}, ] [package.dependencies] @@ -3784,14 +3822,13 @@ nvidia-nvjitlink-cu12 = "*" [[package]] name = "nvidia-cusparse-cu12" -version = "12.3.1.170" +version = "12.1.0.106" description = "CUSPARSE native runtime libraries" optional = false python-versions = ">=3" files = [ - {file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_aarch64.whl", hash = "sha256:9d32f62896231ebe0480efd8a7f702e143c98cfaa0e8a76df3386c1ba2b54df3"}, - {file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-manylinux2014_x86_64.whl", hash = "sha256:ea4f11a2904e2a8dc4b1833cc1b5181cde564edd0d5cd33e3c168eff2d1863f1"}, - {file = "nvidia_cusparse_cu12-12.3.1.170-py3-none-win_amd64.whl", hash = "sha256:9bc90fb087bc7b4c15641521f31c0371e9a612fc2ba12c338d3ae032e6b6797f"}, + {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-manylinux1_x86_64.whl", hash = "sha256:f3b50f42cf363f86ab21f720998517a659a48131e8d538dc02f8768237bd884c"}, + {file = "nvidia_cusparse_cu12-12.1.0.106-py3-none-win_amd64.whl", hash = "sha256:b798237e81b9719373e8fae8d4f091b70a0cf09d9d85c95a557e11df2d8e9a5a"}, ] [package.dependencies] @@ -3799,36 +3836,36 @@ nvidia-nvjitlink-cu12 = "*" [[package]] name = "nvidia-nccl-cu12" -version = "2.21.5" +version = "2.20.5" description = "NVIDIA Collective Communication Library (NCCL) Runtime" optional = false python-versions = ">=3" files = [ - {file = "nvidia_nccl_cu12-2.21.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:8579076d30a8c24988834445f8d633c697d42397e92ffc3f63fa26766d25e0a0"}, + {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_aarch64.whl", hash = "sha256:1fc150d5c3250b170b29410ba682384b14581db722b2531b0d8d33c595f33d01"}, + {file = "nvidia_nccl_cu12-2.20.5-py3-none-manylinux2014_x86_64.whl", hash = "sha256:057f6bf9685f75215d0c53bf3ac4a10b3e6578351de307abad9e18a99182af56"}, ] [[package]] name = "nvidia-nvjitlink-cu12" -version = "12.4.127" +version = "12.6.77" description = "Nvidia JIT LTO Library" optional = false python-versions = ">=3" files = [ - {file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:4abe7fef64914ccfa909bc2ba39739670ecc9e820c83ccc7a6ed414122599b83"}, - {file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:06b3b9b25bf3f8af351d664978ca26a16d2c5127dbd53c0497e28d1fb9611d57"}, - {file = "nvidia_nvjitlink_cu12-12.4.127-py3-none-win_amd64.whl", hash = "sha256:fd9020c501d27d135f983c6d3e244b197a7ccad769e34df53a42e276b0e25fa1"}, + {file = "nvidia_nvjitlink_cu12-12.6.77-py3-none-manylinux2014_aarch64.whl", hash = "sha256:3bf10d85bb1801e9c894c6e197e44dd137d2a0a9e43f8450e9ad13f2df0dd52d"}, + {file = "nvidia_nvjitlink_cu12-12.6.77-py3-none-manylinux2014_x86_64.whl", hash = "sha256:9ae346d16203ae4ea513be416495167a0101d33d2d14935aa9c1829a3fb45142"}, + {file = "nvidia_nvjitlink_cu12-12.6.77-py3-none-win_amd64.whl", hash = "sha256:410718cd44962bed862a31dd0318620f6f9a8b28a6291967bcfcb446a6516771"}, ] [[package]] name = "nvidia-nvtx-cu12" -version = "12.4.127" +version = "12.1.105" description = "NVIDIA Tools Extension" optional = false python-versions = ">=3" files = [ - {file = "nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_aarch64.whl", hash = "sha256:7959ad635db13edf4fc65c06a6e9f9e55fc2f92596db928d169c0bb031e88ef3"}, - {file = "nvidia_nvtx_cu12-12.4.127-py3-none-manylinux2014_x86_64.whl", hash = "sha256:781e950d9b9f60d8241ccea575b32f5105a5baf4c2351cab5256a24869f12a1a"}, - {file = "nvidia_nvtx_cu12-12.4.127-py3-none-win_amd64.whl", hash = "sha256:641dccaaa1139f3ffb0d3164b4b84f9d253397e38246a4f2f36728b48566d485"}, + {file = "nvidia_nvtx_cu12-12.1.105-py3-none-manylinux1_x86_64.whl", hash = "sha256:dc21cf308ca5691e7c04d962e213f8a4aa9bbfa23d95412f452254c2caeb09e5"}, + {file = "nvidia_nvtx_cu12-12.1.105-py3-none-win_amd64.whl", hash = "sha256:65f4d98982b31b60026e0e6de73fbdfc09d08a96f4656dd3665ca616a11e1e82"}, ] [[package]] @@ -4347,13 +4384,13 @@ files = [ [[package]] name = "pre-commit" -version = "4.0.1" +version = "4.0.0" description = "A framework for managing and maintaining multi-language pre-commit hooks." optional = false python-versions = ">=3.9" files = [ - {file = "pre_commit-4.0.1-py2.py3-none-any.whl", hash = "sha256:efde913840816312445dc98787724647c65473daefe420785f885e8ed9a06878"}, - {file = "pre_commit-4.0.1.tar.gz", hash = "sha256:80905ac375958c0444c65e9cebebd948b3cdb518f335a091a670a89d652139d2"}, + {file = "pre_commit-4.0.0-py2.py3-none-any.whl", hash = "sha256:0ca2341cf94ac1865350970951e54b1a50521e57b7b500403307aed4315a1234"}, + {file = "pre_commit-4.0.0.tar.gz", hash = "sha256:5d9807162cc5537940f94f266cbe2d716a75cfad0d78a317a92cac16287cfed6"}, ] [package.dependencies] @@ -4926,13 +4963,13 @@ image = ["Pillow (>=8.0.0)"] [[package]] name = "pyright" -version = "1.1.385" +version = "1.1.383" description = "Command line wrapper for pyright" optional = false python-versions = ">=3.7" files = [ - {file = "pyright-1.1.385-py3-none-any.whl", hash = "sha256:e5b9a1b8d492e13004d822af94d07d235f2c7c158457293b51ab2214c8c5b375"}, - {file = "pyright-1.1.385.tar.gz", hash = "sha256:1bf042b8f080441534aa02101dea30f8fc2efa8f7b6f1ab05197c21317f5bfa7"}, + {file = "pyright-1.1.383-py3-none-any.whl", hash = "sha256:d864d1182a313f45aaf99e9bfc7d2668eeabc99b29a556b5344894fd73cb1959"}, + {file = "pyright-1.1.383.tar.gz", hash = "sha256:1df7f12407f3710c9c6df938d98ec53f70053e6c6bbf71ce7bcb038d42f10070"}, ] [package.dependencies] @@ -6087,13 +6124,13 @@ files = [ [[package]] name = "sympy" -version = "1.13.1" +version = "1.13.3" description = "Computer algebra system (CAS) in Python" optional = false python-versions = ">=3.8" files = [ - {file = "sympy-1.13.1-py3-none-any.whl", hash = "sha256:db36cdc64bf61b9b24578b6f7bab1ecdd2452cf008f34faa33776680c26d66f8"}, - {file = "sympy-1.13.1.tar.gz", hash = "sha256:9cebf7e04ff162015ce31c9c6c9144daa34a93bd082f54fd8f12deca4f47515f"}, + {file = "sympy-1.13.3-py3-none-any.whl", hash = "sha256:54612cf55a62755ee71824ce692986f23c88ffa77207b30c1368eda4a7060f73"}, + {file = "sympy-1.13.3.tar.gz", hash = "sha256:b27fd2c6530e0ab39e275fc9b683895367e51d5da91baa8d3d64db2565fec4d9"}, ] [package.dependencies] @@ -6343,28 +6380,31 @@ files = [ [[package]] name = "torch" -version = "2.5.0" +version = "2.4.1" description = "Tensors and Dynamic neural networks in Python with strong GPU acceleration" optional = false python-versions = ">=3.8.0" files = [ - {file = "torch-2.5.0-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:7f179373a047b947dec448243f4e6598a1c960fa3bb978a9a7eecd529fbc363f"}, - {file = "torch-2.5.0-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:15fbc95e38d330e5b0ef1593b7bc0a19f30e5bdad76895a5cffa1a6a044235e9"}, - {file = "torch-2.5.0-cp310-cp310-win_amd64.whl", hash = "sha256:f499212f1cffea5d587e5f06144630ed9aa9c399bba12ec8905798d833bd1404"}, - {file = "torch-2.5.0-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:c54db1fade17287aabbeed685d8e8ab3a56fea9dd8d46e71ced2da367f09a49f"}, - {file = "torch-2.5.0-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:499a68a756d3b30d10f7e0f6214dc3767b130b797265db3b1c02e9094e2a07be"}, - {file = "torch-2.5.0-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:9f3df8138a1126a851440b7d5a4869bfb7c9cc43563d64fd9d96d0465b581024"}, - {file = "torch-2.5.0-cp311-cp311-win_amd64.whl", hash = "sha256:b81da3bdb58c9de29d0e1361e52f12fcf10a89673f17a11a5c6c7da1cb1a8376"}, - {file = "torch-2.5.0-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:ba135923295d564355326dc409b6b7f5bd6edc80f764cdaef1fb0a1b23ff2f9c"}, - {file = "torch-2.5.0-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:2dd40c885a05ef7fe29356cca81be1435a893096ceb984441d6e2c27aff8c6f4"}, - {file = "torch-2.5.0-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:bc52d603d87fe1da24439c0d5fdbbb14e0ae4874451d53f0120ffb1f6c192727"}, - {file = "torch-2.5.0-cp312-cp312-win_amd64.whl", hash = "sha256:ea718746469246cc63b3353afd75698a288344adb55e29b7f814a5d3c0a7c78d"}, - {file = "torch-2.5.0-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:6de1fd253e27e7f01f05cd7c37929ae521ca23ca4620cfc7c485299941679112"}, - {file = "torch-2.5.0-cp313-cp313-manylinux1_x86_64.whl", hash = "sha256:83dcf518685db20912b71fc49cbddcc8849438cdb0e9dcc919b02a849e2cd9e8"}, - {file = "torch-2.5.0-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:65e0a60894435608334d68c8811e55fd8f73e5bf8ee6f9ccedb0064486a7b418"}, - {file = "torch-2.5.0-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:38c21ff1bd39f076d72ab06e3c88c2ea6874f2e6f235c9450816b6c8e7627094"}, - {file = "torch-2.5.0-cp39-cp39-win_amd64.whl", hash = "sha256:ce4baeba9804da5a346e210b3b70826f5811330c343e4fe1582200359ee77fe5"}, - {file = "torch-2.5.0-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:03e53f577a96e4d41aca472da8faa40e55df89d2273664af390ce1f570e885bd"}, + {file = "torch-2.4.1-cp310-cp310-manylinux1_x86_64.whl", hash = "sha256:362f82e23a4cd46341daabb76fba08f04cd646df9bfaf5da50af97cb60ca4971"}, + {file = "torch-2.4.1-cp310-cp310-manylinux2014_aarch64.whl", hash = "sha256:e8ac1985c3ff0f60d85b991954cfc2cc25f79c84545aead422763148ed2759e3"}, + {file = "torch-2.4.1-cp310-cp310-win_amd64.whl", hash = "sha256:91e326e2ccfb1496e3bee58f70ef605aeb27bd26be07ba64f37dcaac3d070ada"}, + {file = "torch-2.4.1-cp310-none-macosx_11_0_arm64.whl", hash = "sha256:d36a8ef100f5bff3e9c3cea934b9e0d7ea277cb8210c7152d34a9a6c5830eadd"}, + {file = "torch-2.4.1-cp311-cp311-manylinux1_x86_64.whl", hash = "sha256:0b5f88afdfa05a335d80351e3cea57d38e578c8689f751d35e0ff36bce872113"}, + {file = "torch-2.4.1-cp311-cp311-manylinux2014_aarch64.whl", hash = "sha256:ef503165f2341942bfdf2bd520152f19540d0c0e34961232f134dc59ad435be8"}, + {file = "torch-2.4.1-cp311-cp311-win_amd64.whl", hash = "sha256:092e7c2280c860eff762ac08c4bdcd53d701677851670695e0c22d6d345b269c"}, + {file = "torch-2.4.1-cp311-none-macosx_11_0_arm64.whl", hash = "sha256:ddddbd8b066e743934a4200b3d54267a46db02106876d21cf31f7da7a96f98ea"}, + {file = "torch-2.4.1-cp312-cp312-manylinux1_x86_64.whl", hash = "sha256:fdc4fe11db3eb93c1115d3e973a27ac7c1a8318af8934ffa36b0370efe28e042"}, + {file = "torch-2.4.1-cp312-cp312-manylinux2014_aarch64.whl", hash = "sha256:18835374f599207a9e82c262153c20ddf42ea49bc76b6eadad8e5f49729f6e4d"}, + {file = "torch-2.4.1-cp312-cp312-win_amd64.whl", hash = "sha256:ebea70ff30544fc021d441ce6b219a88b67524f01170b1c538d7d3ebb5e7f56c"}, + {file = "torch-2.4.1-cp312-none-macosx_11_0_arm64.whl", hash = "sha256:72b484d5b6cec1a735bf3fa5a1c4883d01748698c5e9cfdbeb4ffab7c7987e0d"}, + {file = "torch-2.4.1-cp38-cp38-manylinux1_x86_64.whl", hash = "sha256:c99e1db4bf0c5347107845d715b4aa1097e601bdc36343d758963055e9599d93"}, + {file = "torch-2.4.1-cp38-cp38-manylinux2014_aarch64.whl", hash = "sha256:b57f07e92858db78c5b72857b4f0b33a65b00dc5d68e7948a8494b0314efb880"}, + {file = "torch-2.4.1-cp38-cp38-win_amd64.whl", hash = "sha256:f18197f3f7c15cde2115892b64f17c80dbf01ed72b008020e7da339902742cf6"}, + {file = "torch-2.4.1-cp38-none-macosx_11_0_arm64.whl", hash = "sha256:5fc1d4d7ed265ef853579caf272686d1ed87cebdcd04f2a498f800ffc53dab71"}, + {file = "torch-2.4.1-cp39-cp39-manylinux1_x86_64.whl", hash = "sha256:40f6d3fe3bae74efcf08cb7f8295eaddd8a838ce89e9d26929d4edd6d5e4329d"}, + {file = "torch-2.4.1-cp39-cp39-manylinux2014_aarch64.whl", hash = "sha256:c9299c16c9743001ecef515536ac45900247f4338ecdf70746f2461f9e4831db"}, + {file = "torch-2.4.1-cp39-cp39-win_amd64.whl", hash = "sha256:6bce130f2cd2d52ba4e2c6ada461808de7e5eccbac692525337cfb4c19421846"}, + {file = "torch-2.4.1-cp39-none-macosx_11_0_arm64.whl", hash = "sha256:a38de2803ee6050309aac032676536c3d3b6a9804248537e38e098d0e14817ec"}, ] [package.dependencies] @@ -6372,26 +6412,25 @@ filelock = "*" fsspec = "*" jinja2 = "*" networkx = "*" -nvidia-cublas-cu12 = {version = "12.4.5.8", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cuda-cupti-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cuda-nvrtc-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cuda-runtime-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cublas-cu12 = {version = "12.1.3.1", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cuda-cupti-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cuda-nvrtc-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cuda-runtime-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} nvidia-cudnn-cu12 = {version = "9.1.0.70", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cufft-cu12 = {version = "11.2.1.3", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-curand-cu12 = {version = "10.3.5.147", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cusolver-cu12 = {version = "11.6.1.9", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-cusparse-cu12 = {version = "12.3.1.170", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-nccl-cu12 = {version = "2.21.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-nvjitlink-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -nvidia-nvtx-cu12 = {version = "12.4.127", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} -setuptools = {version = "*", markers = "python_version >= \"3.12\""} -sympy = {version = "1.13.1", markers = "python_version >= \"3.9\""} -triton = {version = "3.1.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""} +nvidia-cufft-cu12 = {version = "11.0.2.54", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-curand-cu12 = {version = "10.3.2.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cusolver-cu12 = {version = "11.4.5.107", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-cusparse-cu12 = {version = "12.1.0.106", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-nccl-cu12 = {version = "2.20.5", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +nvidia-nvtx-cu12 = {version = "12.1.105", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\""} +setuptools = "*" +sympy = "*" +triton = {version = "3.0.0", markers = "platform_system == \"Linux\" and platform_machine == \"x86_64\" and python_version < \"3.13\""} typing-extensions = ">=4.8.0" [package.extras] opt-einsum = ["opt-einsum (>=3.3)"] -optree = ["optree (>=0.12.0)"] +optree = ["optree (>=0.11.0)"] [[package]] name = "tqdm" @@ -6508,16 +6547,21 @@ vision = ["Pillow (>=10.0.1,<=15.0)"] [[package]] name = "triton" -version = "3.1.0" +version = "3.0.0" description = "A language and compiler for custom Deep Learning operations" optional = false python-versions = "*" files = [ - {file = "triton-3.1.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6b0dd10a925263abbe9fa37dcde67a5e9b2383fc269fdf59f5657cac38c5d1d8"}, - {file = "triton-3.1.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0f34f6e7885d1bf0eaaf7ba875a5f0ce6f3c13ba98f9503651c1e6dc6757ed5c"}, - {file = "triton-3.1.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:c8182f42fd8080a7d39d666814fa36c5e30cc00ea7eeeb1a2983dbb4c99a0fdc"}, - {file = "triton-3.1.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:6dadaca7fc24de34e180271b5cf864c16755702e9f63a16f62df714a8099126a"}, - {file = "triton-3.1.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:aafa9a20cd0d9fee523cd4504aa7131807a864cd77dcf6efe7e981f18b8c6c11"}, + {file = "triton-3.0.0-1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:e1efef76935b2febc365bfadf74bcb65a6f959a9872e5bddf44cc9e0adce1e1a"}, + {file = "triton-3.0.0-1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:5ce8520437c602fb633f1324cc3871c47bee3b67acf9756c1a66309b60e3216c"}, + {file = "triton-3.0.0-1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:34e509deb77f1c067d8640725ef00c5cbfcb2052a1a3cb6a6d343841f92624eb"}, + {file = "triton-3.0.0-1-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:bcbf3b1c48af6a28011a5c40a5b3b9b5330530c3827716b5fbf6d7adcc1e53e9"}, + {file = "triton-3.0.0-1-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.whl", hash = "sha256:6e5727202f7078c56f91ff13ad0c1abab14a0e7f2c87e91b12b6f64f3e8ae609"}, + {file = "triton-3.0.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:39b052da883351fdf6be3d93cedae6db3b8e3988d3b09ed221bccecfa9612230"}, + {file = "triton-3.0.0-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:cd34f19a8582af96e6291d4afce25dac08cb2a5d218c599163761e8e0827208e"}, + {file = "triton-3.0.0-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0d5e10de8c011adeb7c878c6ce0dd6073b14367749e34467f1cff2bde1b78253"}, + {file = "triton-3.0.0-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:e8903767951bf86ec960b4fe4e21bc970055afc65e9d57e916d79ae3c93665e3"}, + {file = "triton-3.0.0-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:41004fb1ae9a53fcb3e970745feb87f0e3c94c6ce1ba86e95fa3b8537894bef7"}, ] [package.dependencies] @@ -7124,7 +7168,7 @@ doc = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linke test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools", "jaraco.test", "more-itertools", "pytest (>=6,!=8.1.*)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy", "pytest-ruff (>=0.2.1)"] [extras] -all = ["anthropic", "astrapy", "beautifulsoup4", "boto3", "cohere", "diffusers", "duckduckgo-search", "elevenlabs", "exa-py", "google-generativeai", "mail-parser", "markdownify", "marqo", "ollama", "opensearch-py", "opentelemetry-api", "opentelemetry-exporter-otlp-proto-http", "opentelemetry-instrumentation", "opentelemetry-instrumentation-threading", "opentelemetry-sdk", "pandas", "pgvector", "pillow", "pinecone-client", "playwright", "psycopg2-binary", "pusher", "pymongo", "pypdf", "qdrant-client", "redis", "snowflake-sqlalchemy", "sqlalchemy", "tavily-python", "trafilatura", "transformers", "voyageai"] +all = ["anthropic", "astrapy", "azure-core", "azure-storage-blob", "beautifulsoup4", "boto3", "cohere", "diffusers", "duckduckgo-search", "elevenlabs", "exa-py", "google-generativeai", "mail-parser", "markdownify", "marqo", "ollama", "opensearch-py", "opentelemetry-api", "opentelemetry-exporter-otlp-proto-http", "opentelemetry-instrumentation", "opentelemetry-instrumentation-threading", "opentelemetry-sdk", "pandas", "pgvector", "pillow", "pinecone-client", "playwright", "psycopg2-binary", "pusher", "pymongo", "pypdf", "qdrant-client", "redis", "snowflake-sqlalchemy", "sqlalchemy", "tavily-python", "trafilatura", "transformers", "voyageai"] drivers-embedding-amazon-bedrock = ["boto3"] drivers-embedding-amazon-sagemaker = ["boto3"] drivers-embedding-cohere = ["cohere"] @@ -7135,6 +7179,8 @@ drivers-embedding-voyageai = ["voyageai"] drivers-event-listener-amazon-iot = ["boto3"] drivers-event-listener-amazon-sqs = ["boto3"] drivers-event-listener-pusher = ["pusher"] +drivers-file-manager-amazon-s3 = ["boto3"] +drivers-file-manager-griptape-cloud = ["azure-core", "azure-storage-blob"] drivers-image-generation-huggingface = ["diffusers", "pillow"] drivers-memory-conversation-amazon-dynamodb = ["boto3"] drivers-memory-conversation-redis = ["redis"] @@ -7176,4 +7222,4 @@ loaders-sql = ["sqlalchemy"] [metadata] lock-version = "2.0" python-versions = "^3.9" -content-hash = "0f94e1c41ee626f856a63818b3d83e1ec8b29691ee056cea4f1f11ea2f9077ab" +content-hash = "05d5c24b38a0675a407077758ef162a35b96d79083d7202c9928b592ef23187e" diff --git a/pyproject.toml b/pyproject.toml index 90e1fb562..69311c8ef 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -64,6 +64,8 @@ opentelemetry-exporter-otlp-proto-http = {version = "^1.25.0", optional = true} diffusers = {version = "^0.30.3", optional = true} tavily-python = {version = "^0.5.0", optional = true} exa-py = {version = "^1.1.4", optional = true} +azure-core = "^1.31.0" +azure-storage-blob = "^12.23.1" # loaders pandas = {version = "^1.3", optional = true} @@ -145,6 +147,9 @@ drivers-observability-datadog = [ drivers-image-generation-huggingface = ["diffusers", "pillow"] +drivers-file-manager-amazon-s3 = ["boto3"] +drivers-file-manager-griptape-cloud = ["azure-core", "azure-storage-blob"] + loaders-pdf = ["pypdf"] loaders-image = ["pillow"] loaders-email = ["mail-parser"] @@ -188,6 +193,8 @@ all = [ "opentelemetry-exporter-otlp-proto-http", "diffusers", "pillow", + "azure-core", + "azure-storage-blob", # loaders "pandas", diff --git a/tests/unit/drivers/file_manager/test_amazon_s3_file_manager_driver.py b/tests/unit/drivers/file_manager/test_amazon_s3_file_manager_driver.py index 2240dee58..efeb14dc6 100644 --- a/tests/unit/drivers/file_manager/test_amazon_s3_file_manager_driver.py +++ b/tests/unit/drivers/file_manager/test_amazon_s3_file_manager_driver.py @@ -207,7 +207,7 @@ def test_save_file(self, workdir, path, content, driver, get_s3_value): result = driver.save_file(path, content) assert isinstance(result, InfoArtifact) - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") expected_s3_key = f"{workdir}/{path}".lstrip("/") content_str = content if isinstance(content, str) else content.decode() assert get_s3_value(expected_s3_key) == content_str @@ -245,7 +245,7 @@ def test_save_file_with_encoding(self, session, bucket, get_s3_value): expected_s3_key = f"{workdir}/{path}".lstrip("/") assert get_s3_value(expected_s3_key) == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") def test_save_and_load_file_with_encoding(self, session, bucket, get_s3_value): workdir = "/sub-folder" @@ -256,7 +256,7 @@ def test_save_and_load_file_with_encoding(self, session, bucket, get_s3_value): expected_s3_key = f"{workdir}/{path}".lstrip("/") assert get_s3_value(expected_s3_key) == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") driver = AmazonS3FileManagerDriver(session=session, bucket=bucket, encoding="ascii", workdir=workdir) path = "test/foobar.txt" diff --git a/tests/unit/drivers/file_manager/test_base_file_manager_driver.py b/tests/unit/drivers/file_manager/test_base_file_manager_driver.py new file mode 100644 index 000000000..41bda51df --- /dev/null +++ b/tests/unit/drivers/file_manager/test_base_file_manager_driver.py @@ -0,0 +1,38 @@ +from __future__ import annotations + +import pytest + +from griptape.artifacts import BaseArtifact, TextArtifact +from griptape.drivers import BaseFileManagerDriver + + +class MockFileManagerDriver(BaseFileManagerDriver): + def try_list_files(self, path: str) -> list[str]: + return ["foo", "bar"] + + def try_save_file(self, path: str, value: bytes) -> str: + assert path == "foo" + assert BaseArtifact.from_json(value.decode()).value == TextArtifact(value="value").value + + return "mock_save_location" + + def try_load_file(self, path: str) -> bytes: + assert path == "foo" + + return TextArtifact(value="value").to_json().encode() + + +class TestBaseFileManagerDriver: + @pytest.fixture() + def driver(self): + return MockFileManagerDriver(workdir="/") + + def test_load_artifact(self, driver): + response = driver.load_artifact("foo") + + assert response.value == "value" + + def test_save_artifact(self, driver): + response = driver.save_artifact("foo", TextArtifact(value="value")) + + assert response.value == "Successfully saved artifact at: mock_save_location" diff --git a/tests/unit/drivers/file_manager/test_griptape_cloud_file_manager_driver.py b/tests/unit/drivers/file_manager/test_griptape_cloud_file_manager_driver.py new file mode 100644 index 000000000..0ce837dc1 --- /dev/null +++ b/tests/unit/drivers/file_manager/test_griptape_cloud_file_manager_driver.py @@ -0,0 +1,192 @@ +from unittest import mock + +import pytest +import requests +from azure.core.exceptions import ResourceNotFoundError + + +class TestGriptapeCloudFileManagerDriver: + @pytest.fixture() + def driver(self, mocker): + from griptape.drivers import GriptapeCloudFileManagerDriver + + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {} + mocker.patch("requests.request", return_value=mock_response) + + return GriptapeCloudFileManagerDriver(base_url="https://api.griptape.ai", api_key="foo bar", bucket_id="1") + + def test_instantiate_bucket_id(self, mocker): + from griptape.drivers import GriptapeCloudFileManagerDriver + + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {} + mocker.patch("requests.request", return_value=mock_response) + + GriptapeCloudFileManagerDriver(base_url="https://api.griptape.ai", api_key="foo bar", bucket_id="1") + + def test_instantiate_no_bucket_id(self): + from griptape.drivers import GriptapeCloudFileManagerDriver + + with pytest.raises(ValueError, match="GriptapeCloudFileManagerDriver requires an Bucket ID"): + GriptapeCloudFileManagerDriver(api_key="foo bar") + + def test_instantiate_bucket_not_found(self, mocker): + from griptape.drivers import GriptapeCloudFileManagerDriver + + mocker.patch("requests.request", side_effect=requests.exceptions.HTTPError(response=mock.Mock(status_code=404))) + + with pytest.raises(ValueError, match="No Bucket found with ID: 1"): + return GriptapeCloudFileManagerDriver(api_key="foo bar", bucket_id="1") + + def test_instantiate_bucket_500(self, mocker): + from griptape.drivers import GriptapeCloudFileManagerDriver + + mocker.patch("requests.request", side_effect=requests.exceptions.HTTPError(response=mock.Mock(status_code=500))) + + with pytest.raises(ValueError, match="Unexpected error when retrieving Bucket with ID: 1"): + return GriptapeCloudFileManagerDriver(api_key="foo bar", bucket_id="1") + + def test_instantiate_no_api_key(self): + from griptape.drivers import GriptapeCloudFileManagerDriver + + with pytest.raises(ValueError, match="GriptapeCloudFileManagerDriver requires an API key"): + GriptapeCloudFileManagerDriver(bucket_id="1") + + def test_instantiate_invalid_work_dir(self): + from griptape.drivers import GriptapeCloudFileManagerDriver + + with pytest.raises( + ValueError, + match="GriptapeCloudFileManagerDriver requires 'workdir' to be an absolute path, starting with `/`", + ): + GriptapeCloudFileManagerDriver(api_key="foo bar", bucket_id="1", workdir="no_slash") + + def test_try_list_files(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"assets": [{"name": "foo/bar.pdf"}, {"name": "foo/baz.pdf"}]} + mocker.patch("requests.request", return_value=mock_response) + + files = driver.try_list_files("foo/") + + assert len(files) == 2 + assert files[0] == "foo/bar.pdf" + assert files[1] == "foo/baz.pdf" + + def test_try_list_files_postfix(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"assets": [{"name": "foo/bar.pdf"}, {"name": "foo/baz.pdf"}]} + mocker.patch("requests.request", return_value=mock_response) + + files = driver.try_list_files("foo/", ".pdf") + + assert len(files) == 2 + assert files[0] == "foo/bar.pdf" + assert files[1] == "foo/baz.pdf" + + def test_try_list_files_not_directory(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"assets": [{"name": "foo/bar"}, {"name": "foo/baz"}]} + mocker.patch("requests.request", return_value=mock_response) + + with pytest.raises(NotADirectoryError): + driver.try_list_files("foo") + + def test_try_load_file(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"url": "https://foo.bar"} + mocker.patch("requests.request", return_value=mock_response) + + mock_bytes = b"bytes" + mock_blob_client = mocker.Mock() + mock_blob_client.download_blob.return_value.readall.return_value = mock_bytes + mocker.patch("azure.storage.blob.BlobClient.from_blob_url", return_value=mock_blob_client) + + response = driver.try_load_file("foo") + + assert response == mock_bytes + + def test_try_load_file_directory(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"url": "https://foo.bar"} + mocker.patch("requests.request", return_value=mock_response) + + with pytest.raises(IsADirectoryError): + driver.try_load_file("foo/") + + def test_try_load_file_sas_404(self, mocker, driver): + mocker.patch("requests.request", side_effect=requests.exceptions.HTTPError(response=mock.Mock(status_code=404))) + + with pytest.raises(FileNotFoundError): + driver.try_load_file("foo") + + def test_try_load_file_sas_500(self, mocker, driver): + mocker.patch("requests.request", side_effect=requests.exceptions.HTTPError(response=mock.Mock(status_code=500))) + + with pytest.raises(requests.exceptions.HTTPError): + driver.try_load_file("foo") + + def test_try_load_file_blob_404(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"url": "https://foo.bar"} + mocker.patch("requests.request", return_value=mock_response) + + mock_blob_client = mocker.Mock() + mock_blob_client.download_blob.side_effect = ResourceNotFoundError() + mocker.patch("azure.storage.blob.BlobClient.from_blob_url", return_value=mock_blob_client) + + with pytest.raises(FileNotFoundError): + driver.try_load_file("foo") + + def test_try_save_files(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"url": "https://foo.bar"} + mocker.patch("requests.request", return_value=mock_response) + + mock_blob_client = mocker.Mock() + mocker.patch("azure.storage.blob.BlobClient.from_blob_url", return_value=mock_blob_client) + + response = driver.try_save_file("foo", b"value") + + assert response == "buckets/1/assets/foo" + + def test_try_save_file_directory(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.status_code = 200 + mock_response.json.return_value = {"url": "https://foo.bar"} + mocker.patch("requests.request", return_value=mock_response) + + with pytest.raises(IsADirectoryError): + driver.try_save_file("foo/", b"value") + + def test_try_save_file_sas_404(self, mocker, driver): + mock_response = mocker.Mock() + mock_response.json.return_value = {"url": "https://foo.bar"} + mock_response.raise_for_status.side_effect = [ + requests.exceptions.HTTPError(response=mock.Mock(status_code=404)), + None, + None, + ] + mocker.patch("requests.request", return_value=mock_response) + + mock_blob_client = mocker.Mock() + mocker.patch("azure.storage.blob.BlobClient.from_blob_url", return_value=mock_blob_client) + + response = driver.try_save_file("foo", b"value") + + assert response == "buckets/1/assets/foo" + + def test_try_save_file_sas_500(self, mocker, driver): + mocker.patch("requests.request", side_effect=requests.exceptions.HTTPError(response=mock.Mock(status_code=500))) + + with pytest.raises(requests.exceptions.HTTPError): + driver.try_save_file("foo", b"value") diff --git a/tests/unit/drivers/file_manager/test_local_file_manager_driver.py b/tests/unit/drivers/file_manager/test_local_file_manager_driver.py index 99f0285bc..b772941b8 100644 --- a/tests/unit/drivers/file_manager/test_local_file_manager_driver.py +++ b/tests/unit/drivers/file_manager/test_local_file_manager_driver.py @@ -176,7 +176,7 @@ def test_save_file(self, workdir, path, content, temp_dir, driver): result = driver.save_file(path, content) assert isinstance(result, InfoArtifact) - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") content_bytes = content if isinstance(content, str) else content.decode() assert Path(driver.workdir, path).read_text() == content_bytes @@ -210,14 +210,14 @@ def test_save_file_with_encoding(self, temp_dir): result = driver.save_file(os.path.join("test", "foobar.txt"), "foobar") assert Path(os.path.join(temp_dir, "test", "foobar.txt")).read_text() == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") def test_save_and_load_file_with_encoding(self, temp_dir): driver = LocalFileManagerDriver(encoding="ascii", workdir=temp_dir) result = driver.save_file(os.path.join("test", "foobar.txt"), "foobar") assert Path(os.path.join(temp_dir, "test", "foobar.txt")).read_text() == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") driver = LocalFileManagerDriver(encoding="ascii", workdir=temp_dir) result = driver.load_file(os.path.join("test", "foobar.txt")) diff --git a/tests/unit/tools/test_file_manager.py b/tests/unit/tools/test_file_manager.py index 4e035bdee..9cbfe6859 100644 --- a/tests/unit/tools/test_file_manager.py +++ b/tests/unit/tools/test_file_manager.py @@ -111,7 +111,7 @@ def test_save_content_to_file(self, temp_dir): ) assert Path(os.path.join(temp_dir, "test", "foobar.txt")).read_text() == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") def test_save_content_to_file_with_encoding(self, temp_dir): file_manager = FileManagerTool(file_manager_driver=LocalFileManagerDriver(encoding="utf-8", workdir=temp_dir)) @@ -120,7 +120,7 @@ def test_save_content_to_file_with_encoding(self, temp_dir): ) assert Path(os.path.join(temp_dir, "test", "foobar.txt")).read_text() == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") def test_save_and_load_content_to_file_with_encoding(self, temp_dir): file_manager = FileManagerTool(file_manager_driver=LocalFileManagerDriver(encoding="ascii", workdir=temp_dir)) @@ -129,7 +129,7 @@ def test_save_and_load_content_to_file_with_encoding(self, temp_dir): ) assert Path(os.path.join(temp_dir, "test", "foobar.txt")).read_text() == "foobar" - assert result.value == "Successfully saved file" + assert result.value.startswith("Successfully saved file at:") file_manager = FileManagerTool(file_manager_driver=LocalFileManagerDriver(encoding="ascii", workdir=temp_dir)) result = file_manager.load_files_from_disk({"values": {"paths": [os.path.join("test", "foobar.txt")]}})