release: v2.3.0

[github-actions]

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.

[claytonparnell]

=========================== short test summary info ============================
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9]
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[gpu-dependencies.test.Dockerfile-required_packages31]

[claytonparnell]

FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[s3fs.test.Dockerfile-required_packages33] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[scipy.test.Dockerfile-required_packages5] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9] - assert 1 == 0

• s3fs

  =========================== short test summary info ============================
  FAILED s3fs/tests/test_s3fs.py::test_info - assert {'ETag': '"d4...size': 0, ...
  = 1 failed, 314 passed, 2 skipped, 3 xfailed, 14 warnings in 138.44s (0:02:18) 
  

  Able to reproduce this in a clean environment, so don't think it's specific to the install/image itself.. seems like some upgrade in boto/moto causing the issue, will open Issue on https://github.com/fsspec/s3fs .
• pandas - failures due to E PendingDeprecationWarning: vert: bool will be deprecated in a future version. Use orientation: {'vertical', 'horizontal'} instead.. Should be warning.
• scipy - Fix Scipy tests for GPU based docker images #30
• sm-python-sdk - sm-python-sdk test failures #316

[claytonparnell]

Staleness Report: 2.3.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.5	3.1.5
${\color{red}pytorch}$	2.4.1	2.5.1
pandas	2.2.3	2.2.3
altair	5.5.0	5.5.0
${\color{red}boto3}$	1.36.3	1.36.7
ipython	8.31.0	8.31.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.6	4.3.4
amazon-q-developer-jupyterlab-ext	3.4.5	3.4.5
langchain	0.3.15	0.3.15
jupyter-ai	2.29.0	2.29.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.16	1.0.16
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.8	3.1.8
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.14	0.1.14
scipy	1.15.1	1.15.1
matplotlib-base	3.10.0	3.10.0
${\color{red}scikit-learn}$	1.5.2	1.6.1
${\color{red}evaluate}$	0.4.1	0.4.3
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.2.0	1.2.0
ipywidgets	8.1.5	8.1.5
${\color{red}notebook}$	7.2.2	7.3.2
aws-glue-sessions	1.0.8	1.0.8
libmamba	1.5.12	1.5.12
conda	24.11.3	24.11.3
${\color{red}dash}$	2.18.1	2.18.2
docker-cli	27.5.1	27.5.1
uvicorn	0.34.0	0.34.0
fastapi	0.115.7	0.115.7
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	3.8.0	3.8.0
${\color{red}langchain-aws}$	0.2.10	0.2.11
mlflow	2.20.0	2.20.0
py-xgboost-gpu	2.1.3	2.1.3
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
${\color{red}s3fs}$	2024.10.0	2024.12.0
sagemaker-code-editor	1.4.2	1.4.2
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.7	0.3.7
sagemaker-jupyterlab-extension	0.3.3	0.3.3
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
${\color{red}sagemaker-python-sdk}$	2.228.0	2.237.3
sagemaker-studio-analytics-extension	0.1.4	0.1.4
seaborn	0.13.2	0.13.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 2.3.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.5	3.1.5
${\color{red}pytorch}$	2.4.1	2.5.1
pandas	2.2.3	2.2.3
altair	5.5.0	5.5.0
${\color{red}boto3}$	1.36.3	1.36.7
ipython	8.31.0	8.31.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.6	4.3.4
amazon-q-developer-jupyterlab-ext	3.4.5	3.4.5
langchain	0.3.15	0.3.15
jupyter-ai	2.29.0	2.29.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.16	1.0.16
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.8	3.1.8
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.14	0.1.14
scipy	1.15.1	1.15.1
matplotlib-base	3.10.0	3.10.0
${\color{red}scikit-learn}$	1.5.2	1.6.1
${\color{red}evaluate}$	0.4.1	0.4.3
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.2.0	1.2.0
ipywidgets	8.1.5	8.1.5
${\color{red}notebook}$	7.2.2	7.3.2
aws-glue-sessions	1.0.8	1.0.8
libmamba	1.5.12	1.5.12
conda	24.11.3	24.11.3
${\color{red}dash}$	2.18.1	2.18.2
docker-cli	27.5.1	27.5.1
uvicorn	0.34.0	0.34.0
fastapi	0.115.7	0.115.7
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	3.8.0	3.8.0
${\color{red}langchain-aws}$	0.2.10	0.2.11
mlflow	2.20.0	2.20.0
py-xgboost-cpu	2.1.3	2.1.3
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
${\color{red}s3fs}$	2024.10.0	2024.12.0
sagemaker-code-editor	1.4.2	1.4.2
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.7	0.3.7
sagemaker-jupyterlab-extension	0.3.3	0.3.3
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
${\color{red}sagemaker-python-sdk}$	2.228.0	2.237.3
sagemaker-studio-analytics-extension	0.1.4	0.1.4
seaborn	0.13.2	0.13.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

[claytonparnell]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
2.3.0-gpu:6.26 GB	2.2.1-gpu:6.26 GB	-0.00 GB Smaller	0.05% Smaller

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
2.3.0-cpu:2.08 GB	2.2.1-cpu:2.02 GB	0.07 GB Larger	3.25% Larger