release: v2.2.0 #509

github-actions · 2024-10-29T22:31:42Z

This pull request was created by GitHub Actions/AWS CodeBuild! Before merging, please do the following:

Review changelog/staleness report.
(Only for Minor/Major version releases) Review python package dependency and size report.
Review build/test results by clicking Build Logs in CI Report (be patient, tests take ~4hr).
Review ECR Scan results.

This reverts commit ecf4cac.

aws-tianquaw · 2024-10-31T21:09:25Z

Staleness report analysis:

Issue 1: Cannot update boto3, botocore, langchain, langchan-aws to the latest

Cause 1: Open-source package jupyter-ai 2.27.0 has constraints langchain < 0.3.0, but the latest versions is 0.3.5.
Cause 2: Autogluon has contraints on pydantic < 2, but the latest langchain-aws requires pydantic >= 2
Since we cannot upgrade langchain and langchain-aws, we have to consume older versions which constraint boto3 and botocore versions.

Issue 2: Cannot update jupyterlab to the latest

Cause: Another open-source marquee package notebook=7.22 has constraints on jupyterlab<4.3, but the latest version is 4.3.0.

Issue 3: Cannot update jupyterlab-lsp to the latest

Cause: amazon_sagemaker_sql_editorpackage has constraints jupyterlab-lsp 5.0.*, but the latest version is 5.1.0.

This reverts commit cb6a425.

Co-authored-by: Cindy Zhao <[email protected]>

sagemaker-distribution-bot · 2024-11-14T22:34:27Z

Staleness Report: 2.2.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.3.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.60
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
${\color{red}jupyter-scheduler}$	2.9.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.18.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 2.2.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.60
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
${\color{red}jupyter-scheduler}$	2.9.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-14T23:03:30Z

Python Package Size Report (GPU)

Target Image Version: 2.2.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.60GB	3.59GB	9.29MB	0.25

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	368.07MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.27MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.35MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
pytorch	2.3.1	31.76MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.14MB, accounts for 0.33% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
unicodedata2	15.1.0	-	359.78KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
libxgboost	2.1.2	2.1.1	86.97KB	0.09
mlflow-skinny	2.17.2	2.17.0	85.52KB	1.49
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	52.93KB	7.57
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
mlflow-ui	2.17.2	2.17.0	27.76KB	0.64
linkify-it-py	2.0.3	-	23.47KB	-
memray	1.14.0	1.13.4	22.05KB	3.18
optree	0.13.1	0.13.0	21.97KB	6.55
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.16.0	1.15.5	5.97KB	4.24
pip	24.3.1	24.2	5.07KB	0.42
websockets	14.1	13.1	4.55KB	1.97
wheel	0.45.0	0.44.0	4.07KB	7.12
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
multiprocess	0.70.17	0.70.16	2.56KB	0.75
rpds-py	0.21.0	0.20.0	2.08KB	0.64
setuptools	75.3.0	75.1.0	2.05KB	0.27
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
fastapi	0.115.5	0.115.2	789.00B	1.08
frozenlist	1.5.0	1.4.1	789.00B	1.31
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
sagemaker-jupyterlab-extension-common	0.1.29	0.1.24	497.00B	0.22
jupyter-collaboration	2.1.5	2.1.4	402.00B	0.82
zipp	3.21.0	3.20.2	293.00B	1.37
contourpy	1.3.1	1.3.0	263.00B	0.09
sqlparse	0.5.2	0.5.1	235.00B	0.58
menuinst	2.2.0	2.1.2	229.00B	0.13
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
mlflow	2.17.2	2.17.0	-84.00B	-0.53
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
pyspnego	0.11.2	0.11.1	-700.00B	-0.26
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
langchain	0.2.17	0.2.16	-1.14KB	-0.27
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
regex	2024.11.6	2024.9.11	-2.57KB	-0.64
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
debugpy	1.8.8	1.8.7	-12.29KB	-0.49
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

Python Package Size Report (CPU)

Target Image Version: 2.2.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	9.39MB	0.85

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.59MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.27MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.35MB
pytorch	2.4.1	34.23MB
libllvm14	14.0.6	30.03MB
python	3.11.10	29.13MB
ray-core	2.37.0	28.26MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.78MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.97MB
rav1e	0.6.6	14.71MB
statsmodels	0.14.4	11.72MB
icu	75.1	11.57MB
scikit-image	0.24.0	10.74MB
scikit-learn	1.5.2	10.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.14MB, accounts for 1.09% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
unicodedata2	15.1.0	-	359.78KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
mlflow-skinny	2.17.2	2.17.0	85.52KB	1.49
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	52.93KB	7.57
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
mlflow-ui	2.17.2	2.17.0	27.76KB	0.64
linkify-it-py	2.0.3	-	23.47KB	-
memray	1.14.0	1.13.4	22.05KB	3.18
optree	0.13.1	0.13.0	21.97KB	6.55
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.16.0	1.15.5	5.97KB	4.24
pip	24.3.1	24.2	5.07KB	0.42
websockets	14.1	13.1	4.55KB	1.97
wheel	0.45.0	0.44.0	4.07KB	7.12
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
multiprocess	0.70.17	0.70.16	2.56KB	0.75
rpds-py	0.21.0	0.20.0	2.08KB	0.64
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
fastapi	0.115.5	0.115.2	789.00B	1.08
frozenlist	1.5.0	1.4.1	789.00B	1.31
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
sagemaker-jupyterlab-extension-common	0.1.29	0.1.24	497.00B	0.22
jupyter-collaboration	2.1.5	2.1.4	402.00B	0.82
zipp	3.21.0	3.20.2	293.00B	1.37
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sagemaker-distribution-bot · 2024-11-14T23:03:48Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: e39a742
Result: FAILED
Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

claytonparnell · 2024-11-16T00:03:46Z

FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[autogluon.test.Dockerfile-required_packages1]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9]

autogluon: ERROR: Unexpected bus error encountered in worker. This might be caused by insufficient shared memory (shm).. This notebook ran successfully locally with more shm-size
sagemaker-studio-analytics-extension: NoCredentialsError: Unable to locate credentials - sagemaker-studio-analytics-extension tests require aws credentials #315
sm-python-sdk ERROR: Cannot install -r requirements/extras/test_requirements.txt (line 34), -r requirements/extras/test_requirements.txt (line 39), -r requirements/extras/test_requirements.txt (line 40), opentelemetry-exporter-otlp-proto-grpc and tensorflow because these package versions have conflicting dependencies. - fixed by Fixed UT run_pysdk_tests.sh #521

github-actions bot and others added 3 commits October 29, 2024 22:31

chore: Generate build artifacts for 2.2.0 release

c02aaa5

Fix code editor plugin update logics

67f5870

Bump JupyterLab version to 4.2.5

36347d5