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release: v3.9.0#1052

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TRNWWZ merged 29 commits intomainfrom
release-3.9.0
Mar 12, 2026
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release: v3.9.0#1052
TRNWWZ merged 29 commits intomainfrom
release-3.9.0

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@github-actions github-actions Bot commented Feb 5, 2026

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

  • Review changelog/staleness report.
  • Review pinned_env.in files, when releasing Major/Minor version, try removing entries from there and build images.
  • 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.

@github-actions github-actions Bot requested a review from a team as a code owner February 5, 2026 00:08
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  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 644def1
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  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 644def1
  • Result: SUCCEEDED
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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyterlab 4.5.3 4.5.3
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
amazon_sagemaker_sql_editor 0.1.21 0.1.21
jinja2 3.1.6 3.1.6
jupyter-lsp 2.3.0 2.3.0
aioboto3 14.3.0 14.3.0
jupyter-ai 2.31.7 2.31.7
amazon-sagemaker-sql-magic 0.1.4 0.1.4
jupyter-scheduler 2.11.0 2.11.0
ipython 8.37.0 8.37.0
langchain 0.3.27 0.3.27
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.3 1.42.45
amazon-sagemaker-jupyter-scheduler 3.1.16 3.1.16
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
pip 25.3 25.3
amzn-sagemaker-aiops-jupyterlab-extension 1.0.4 1.0.4
uvicorn 0.40.0 0.40.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.3 7.5.3
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
autogluon 1.5.0 1.5.0
fastapi 0.128.7 0.128.7
numpy 1.26.4 1.26.4
aws-glue-sessions 1.0.9 1.0.9
git-remote-codecommit 1.16 1.16
${\color{red}pytorch}$ 2.6.0 2.10.0
pandas 2.3.3 2.3.3
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 3.1.2 3.1.2
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.4 0.51.4
keras 3.12.0 3.12.0
pyhive 0.7.0 0.7.0
${\color{red}scipy}$ 1.16.3 1.17.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
python-lsp-server 1.14.0 1.14.0
docker-cli 27.5.1 27.5.1
langchain-openai 0.3.35 0.3.35
${\color{red}torchvision}$ 0.21.0 0.25.0
py-xgboost-gpu 2.1.4 2.1.4
mcp 1.26.0 1.26.0
s3fs 2024.12.0 2024.12.0
matplotlib-base 3.10.8 3.10.8
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
${\color{red}scikit-learn}$ 1.7.2 1.8.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 25.11.1 25.11.1
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-jupyterlab-extension 0.5.1 0.5.1
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.254.1
sagemaker-studio 1.1.6 1.1.6
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-dataengineering-sessions 1.3.12 1.3.12
seaborn 0.13.2 0.13.2
strands-agents 0.3.0 0.3.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-studio-dataengineering-extensions 1.3.4 1.3.4
python-gssapi 1.11.1 1.11.1
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-studio-cli 1.0.7 1.0.7
mlflow 2.22.0 2.22.0
sagemaker-code-editor 1.8.2 1.8.2
strands-agents-mcp-server 0.1.2 0.1.2
strands-agents-tools 0.1.9 0.1.9
tf-keras 2.18.0 2.18.0
supervisor 4.3.0 4.3.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.0 0.10.0

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
altair 5.5.0 5.5.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
aioboto3 14.3.0 14.3.0
jupyterlab 4.5.3 4.5.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
langchain 0.3.27 0.3.27
amazon-sagemaker-jupyter-scheduler 3.1.16 3.1.16
jupyter-scheduler 2.11.0 2.11.0
amazon_sagemaker_sql_editor 0.1.21 0.1.21
jinja2 3.1.6 3.1.6
numpy 1.26.4 1.26.4
amzn-sagemaker-aiops-jupyterlab-extension 1.0.4 1.0.4
jupyter-ai 2.31.7 2.31.7
pandas 2.3.3 2.3.3
uvicorn 0.40.0 0.40.0
${\color{red}boto3}$ 1.37.3 1.42.45
${\color{red}pytorch}$ 2.6.0 2.10.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
pip 25.3 25.3
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
ipywidgets 8.1.8 8.1.8
autogluon 1.5.0 1.5.0
aws-glue-sessions 1.0.9 1.0.9
ipython 8.37.0 8.37.0
notebook 7.5.3 7.5.3
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
jupyter-lsp 2.3.0 2.3.0
${\color{red}scipy}$ 1.16.3 1.17.0
fastapi 0.128.7 0.128.7
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 3.1.2 3.1.2
matplotlib-base 3.10.8 3.10.8
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyter-dash 0.4.2 0.4.2
jupyterlab-git 0.51.4 0.51.4
keras 3.12.0 3.12.0
${\color{red}torchvision}$ 0.21.0 0.25.0
git-remote-codecommit 1.16 1.16
${\color{red}langchain-aws}$ 0.2.19 0.2.35
mcp 1.26.0 1.26.0
py-xgboost-cpu 2.1.4 2.1.4
jupyter-server-proxy 4.4.0 4.4.0
langchain-openai 0.3.35 0.3.35
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
s3fs 2024.12.0 2024.12.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.1 0.5.1
docker-cli 27.5.1 27.5.1
conda 25.11.1 25.11.1
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.254.1
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-studio-dataengineering-sessions 1.3.12 1.3.12
sagemaker-studio 1.1.6 1.1.6
seaborn 0.13.2 0.13.2
sagemaker-studio-dataengineering-extensions 1.3.4 1.3.4
strands-agents-tools 0.1.9 0.1.9
python-gssapi 1.11.1 1.11.1
strands-agents 0.3.0 0.3.0
mlflow 2.22.0 2.22.0
strands-agents-mcp-server 0.1.2 0.1.2
tf-keras 2.18.0 2.18.0
sagemaker-code-editor 1.8.2 1.8.2
supervisor 4.3.0 4.3.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.0 0.10.0

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 1e10c5a
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: ce30779
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyter-lsp 2.3.0 2.3.0
jupyter-scheduler 2.11.0 2.11.0
amazon_sagemaker_sql_editor 0.1.21 0.1.21
amazon-sagemaker-jupyter-scheduler 3.1.16 3.1.16
langchain 0.3.27 0.3.27
jupyterlab 4.5.5 4.5.5
jinja2 3.1.6 3.1.6
ipython 8.37.0 8.37.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-ai 2.31.7 2.31.7
pip 25.3 25.3
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}boto3}$ 1.37.3 1.42.56
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
aioboto3 14.3.0 14.3.0
altair 5.5.0 5.5.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
uvicorn 0.41.0 0.41.0
notebook 7.5.4 7.5.4
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
aws-glue-sessions 1.0.9 1.0.9
git-remote-codecommit 1.16 1.16
${\color{red}pytorch}$ 2.6.0 2.10.0
jupyter-activity-monitor-extension 0.3.2 0.3.2
numpy 1.26.4 1.26.4
autogluon 1.5.0 1.5.0
pandas 2.3.3 2.3.3
ipywidgets 8.1.8 8.1.8
jupyter-collaboration 3.1.2 3.1.2
fastapi 0.133.0 0.133.0
jupyter-dash 0.4.2 0.4.2
jupyterlab-git 0.51.4 0.51.4
jupyter-server-proxy 4.4.0 4.4.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
keras 3.13.2 3.13.2
langchain-openai 0.3.35 0.3.35
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
${\color{red}scipy}$ 1.16.3 1.17.1
mcp 1.26.0 1.26.0
matplotlib-base 3.10.8 3.10.8
s3fs 2024.12.0 2024.12.0
python-lsp-server 1.14.0 1.14.0
docker-cli 27.5.1 27.5.1
${\color{red}scikit-learn}$ 1.7.2 1.8.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
${\color{red}torchvision}$ 0.21.0 0.25.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 25.11.1 25.11.1
sagemaker-jupyterlab-extension 0.5.1 0.5.1
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio 1.1.6 1.1.6
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
sagemaker-kernel-wrapper 0.0.6 0.0.6
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
strands-agents 0.3.0 0.3.0
${\color{red}sagemaker-code-editor}$ 1.8.3 1.9.1
strands-agents-mcp-server 0.1.2 0.1.2
mlflow 2.22.0 2.22.0
tf-keras 2.18.0 2.18.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.6 0.10.6

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
ipython 8.37.0 8.37.0
jupyter-lsp 2.3.0 2.3.0
${\color{red}boto3}$ 1.37.3 1.42.56
jupyterlab 4.5.5 4.5.5
jinja2 3.1.6 3.1.6
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
jupyter-ai 2.31.7 2.31.7
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
amazon-sagemaker-sql-magic 0.1.4 0.1.4
aioboto3 14.3.0 14.3.0
altair 5.5.0 5.5.0
${\color{red}pytorch}$ 2.6.0 2.10.0
pip 25.3 25.3
amazon-sagemaker-jupyter-scheduler 3.1.16 3.1.16
uvicorn 0.41.0 0.41.0
pandas 2.3.3 2.3.3
jupyter-scheduler 2.11.0 2.11.0
autogluon 1.5.0 1.5.0
numpy 1.26.4 1.26.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
amazon_sagemaker_sql_editor 0.1.21 0.1.21
ipywidgets 8.1.8 8.1.8
langchain 0.3.27 0.3.27
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
aws-glue-sessions 1.0.9 1.0.9
notebook 7.5.4 7.5.4
${\color{red}scipy}$ 1.16.3 1.17.1
git-remote-codecommit 1.16 1.16
fastapi 0.133.0 0.133.0
jupyter-dash 0.4.2 0.4.2
jupyter-activity-monitor-extension 0.3.2 0.3.2
matplotlib-base 3.10.8 3.10.8
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.13.2 3.13.2
jupyter-collaboration 3.1.2 3.1.2
jupyter-server-proxy 4.4.0 4.4.0
${\color{red}torchvision}$ 0.21.0 0.25.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
mcp 1.26.0 1.26.0
langchain-openai 0.3.35 0.3.35
jupyterlab-git 0.51.4 0.51.4
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
s3fs 2024.12.0 2024.12.0
docker-cli 27.5.1 27.5.1
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio 1.1.6 1.1.6
conda 25.11.1 25.11.1
sagemaker-jupyterlab-extension 0.5.1 0.5.1
seaborn 0.13.2 0.13.2
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
strands-agents-mcp-server 0.1.2 0.1.2
mlflow 2.22.0 2.22.0
strands-agents 0.3.0 0.3.0
strands-agents-tools 0.1.9 0.1.9
tf-keras 2.18.0 2.18.0
python-gssapi 1.11.1 1.11.1
supervisor 4.3.0 4.3.0
sagemaker-studio-cli 1.0.7 1.0.7
${\color{red}sagemaker-code-editor}$ 1.8.3 1.9.1
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.6 0.10.6

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  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 1d029b4
  • Result: FAILED
  • Build Logs (available for 30 days)

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-gpu:8.19 GB 3.8.0-gpu:7.72 GB 0.47 GB Larger 6.11% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-cpu:3.24 GB 3.8.0-cpu:2.97 GB 0.27 GB Larger 9.09% Larger

Python Package Size Report (GPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.21GB 3.95GB 268.56MB 6.65

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
onnxruntime 1.22.2 392.27MB
nccl 2.29.3.1 279.28MB
libcublas 12.6.4.1 256.23MB
libmagma 2.8.0 238.80MB
deltalake 1.3.2 172.96MB
libcufft 11.3.0.4 156.19MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
libcusparse 12.5.4.2 118.64MB
triton 3.2.0 95.97MB
libcusolver 11.7.1.2 95.84MB
libnpp 12.3.1.54 93.37MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
gcc_impl_linux-64 13.4.0 63.25MB
libfaiss 1.9.0 59.81MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
sagemaker-code-editor 1.8.3 48.51MB
cuda-nvdisasm 12.6.77 47.62MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.03MB, accounts for 4.06% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
nccl 2.29.3.1 2.29.2.1 98.75MB 54.7
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.6 0.9.27 392.82KB 2.23
virtualenv 21.0.0 20.36.1 231.12KB 5.37
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
conda-gcc-specs 13.4.0 - 32.52KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
langsmith 0.7.7 0.6.5 19.83KB 9.28
orjson 3.11.7 3.11.5 19.53KB 6.29
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
pandoc 3.9 3.8.3 11.47KB 0.05
pyathena 3.29.3 3.25.0 10.94KB 10.82
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
sagemaker-studio 1.1.7 1.1.5 4.07KB 1.22
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.47 2.0.46 2.99KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fontconfig 2.17.1 2.15.0 1.53KB 0.58
fastcore 1.12.18 1.12.5 1.35KB 1.45
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
ipykernel 7.2.0 7.1.0 706.00B 0.53
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
libudev1 259.1 258.3 400.00B 0.24
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
multidict 6.7.1 6.7.0 340.00B 0.37
libpng 1.6.55 1.6.54 234.00B 0.07
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
regex 2026.2.19 2026.1.15 194.00B 0.05
duckdb 1.4.4 1.4.3 193.00B 2.54
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
sagemaker-code-editor 1.8.3 1.8.2 118.00B 0.0
werkzeug 3.1.6 3.1.5 71.00B 0.03
binutils_linux-64 2.45.1 2.45 61.00B 0.17
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.133.1 0.128.0 11.00B 0.23
binutils 2.45.1 2.45 -9.00B -0.03
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
libsystemd0 259.1 258.3 -505.00B -0.1
coverage 7.13.4 7.13.2 -515.00B -0.16
sqlite-anyio 0.2.5 0.2.3 -884.00B -6.83
pycrdt 0.12.46 0.12.45 -973.00B -0.12
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.24.3 3.20.3 -9.69KB -28.56
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
binutils_impl_linux-64 2.45.1 2.45 -18.62KB -0.52
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
cryptography 46.0.5 46.0.3 -41.54KB -2.53
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
pyiceberg 0.11.0 0.10.0 -54.99KB -5.69
fastapi-core 0.133.1 0.128.0 -60.40KB -40.84
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
isort 8.0.0 7.0.0 -135.58KB -65.9
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
catboost 1.2.10 1.2.8 -510.53KB -5.26
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
nltk 3.9.3 3.9.2 -2.32MB -68.07
babel 2.18.0 2.17.0 -5.89MB -44.55

Python Package Size Report (CPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.97GB 1.80GB 170.29MB 9.24

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.22.2 392.27MB
deltalake 1.3.2 172.96MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
sagemaker-code-editor 1.8.3 48.51MB
libllvm21 21.1.0 42.31MB
libllvm19 19.1.7 42.19MB
python 3.12.9 34.71MB
llvmlite 0.46.0 30.78MB
ray-core 2.44.1 28.13MB
pytorch 2.6.0 23.51MB
panel 1.8.7 21.97MB
libclang-cpp19.1 19.1.7 21.61MB
pandoc 3.9 21.43MB
uv 0.10.6 17.55MB
amazon_sagemaker_sql_editor 0.1.21 17.18MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.00MB, accounts for ${\color{red}8.7}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.6 0.9.27 392.82KB 2.23
virtualenv 21.0.0 20.36.1 231.12KB 5.37
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
langsmith 0.7.7 0.6.5 19.83KB 9.28
orjson 3.11.7 3.11.5 19.53KB 6.29
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
pandoc 3.9 3.8.3 11.47KB 0.05
pyathena 3.29.3 3.25.0 10.94KB 10.82
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
sagemaker-studio 1.1.7 1.1.5 4.07KB 1.22
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.47 2.0.46 2.99KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fontconfig 2.17.1 2.15.0 1.53KB 0.58
fastcore 1.12.18 1.12.5 1.35KB 1.45
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
ipykernel 7.2.0 7.1.0 706.00B 0.53
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
multidict 6.7.1 6.7.0 340.00B 0.37
libpng 1.6.55 1.6.54 234.00B 0.07
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
regex 2026.2.19 2026.1.15 194.00B 0.05
duckdb 1.4.4 1.4.3 193.00B 2.54
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
sagemaker-code-editor 1.8.3 1.8.2 118.00B 0.0
werkzeug 3.1.6 3.1.5 71.00B 0.03
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.133.1 0.128.0 11.00B 0.23
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
coverage 7.13.4 7.13.2 -515.00B -0.16
sqlite-anyio 0.2.5 0.2.3 -884.00B -6.83
pycrdt 0.12.46 0.12.45 -973.00B -0.12
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.24.3 3.20.3 -9.69KB -28.56
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
cryptography 46.0.5 46.0.3 -41.54KB -2.53
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
pyiceberg 0.11.0 0.10.0 -54.99KB -5.69
fastapi-core 0.133.1 0.128.0 -60.40KB -40.84
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
isort 8.0.0 7.0.0 -135.58KB -65.9
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
nltk 3.9.3 3.9.2 -2.32MB -68.07
babel 2.18.0 2.17.0 -5.89MB -44.55

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Python Package Dependency Report

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 5cc277b
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyter-ai 2.31.7 2.31.7
jupyter-lsp 2.3.0 2.3.0
aioboto3 14.3.0 14.3.0
altair 5.5.0 5.5.0
langchain 0.3.27 0.3.27
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
jupyterlab 4.5.5 4.5.5
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
jinja2 3.1.6 3.1.6
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
ipython 8.37.0 8.37.0
${\color{red}boto3}$ 1.37.3 1.42.59
amazon-sagemaker-sql-magic 0.1.4 0.1.4
pip 25.3 25.3
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
uvicorn 0.41.0 0.41.0
autogluon 1.5.0 1.5.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.4 7.5.4
aws-glue-sessions 1.0.9 1.0.9
pandas 2.3.3 2.3.3
${\color{red}pytorch}$ 2.6.0 2.10.0
numpy 1.26.4 1.26.4
fastapi 0.135.1 0.135.1
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
jupyter-collaboration 3.1.2 3.1.2
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
git-remote-codecommit 1.16 1.16
keras 3.13.2 3.13.2
${\color{red}langchain-aws}$ 0.2.19 0.2.35
jupyterlab-git 0.52.0 0.52.0
langchain-openai 0.3.35 0.3.35
mcp 1.26.0 1.26.0
pyhive 0.7.0 0.7.0
${\color{red}torchvision}$ 0.21.0 0.25.0
py-xgboost-gpu 2.1.4 2.1.4
matplotlib-base 3.10.8 3.10.8
python-lsp-server 1.14.0 1.14.0
s3fs 2024.12.0 2024.12.0
${\color{red}scipy}$ 1.16.3 1.17.1
${\color{red}scikit-learn}$ 1.7.2 1.8.0
docker-cli 27.5.1 27.5.1
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
conda 25.11.1 25.11.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-mlflow 0.2.0 0.2.0
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio 1.1.7 1.1.7
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-studio-analytics-extension 0.2.4 0.2.4
seaborn 0.13.2 0.13.2
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
strands-agents-mcp-server 0.1.2 0.1.2
mlflow 2.22.0 2.22.0
python-gssapi 1.11.1 1.11.1
strands-agents 0.3.0 0.3.0
${\color{red}sagemaker-code-editor}$ 1.8.3 1.9.2
supervisor 4.3.0 4.3.0
tf-keras 2.18.0 2.18.0
strands-agents-tools 0.1.9 0.1.9
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jinja2 3.1.6 3.1.6
aioboto3 14.3.0 14.3.0
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
langchain 0.3.27 0.3.27
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
jupyter-lsp 2.3.0 2.3.0
${\color{red}boto3}$ 1.37.3 1.42.59
altair 5.5.0 5.5.0
numpy 1.26.4 1.26.4
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
pip 25.3 25.3
pandas 2.3.3 2.3.3
jupyter-ai 2.31.7 2.31.7
ipython 8.37.0 8.37.0
uvicorn 0.41.0 0.41.0
${\color{red}pytorch}$ 2.6.0 2.10.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
autogluon 1.5.0 1.5.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
ipywidgets 8.1.8 8.1.8
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
notebook 7.5.4 7.5.4
aws-glue-sessions 1.0.9 1.0.9
jupyterlab 4.5.5 4.5.5
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
fastapi 0.135.1 0.135.1
${\color{red}scipy}$ 1.16.3 1.17.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 3.1.2 3.1.2
jupyter-dash 0.4.2 0.4.2
matplotlib-base 3.10.8 3.10.8
keras 3.13.2 3.13.2
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyter-server-proxy 4.4.0 4.4.0
langchain-openai 0.3.35 0.3.35
${\color{red}torchvision}$ 0.21.0 0.25.0
jupyterlab-git 0.52.0 0.52.0
pyhive 0.7.0 0.7.0
py-xgboost-cpu 2.1.4 2.1.4
${\color{red}langchain-aws}$ 0.2.19 0.2.35
mcp 1.26.0 1.26.0
python-lsp-server 1.14.0 1.14.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
docker-cli 27.5.1 27.5.1
sagemaker-jupyterlab-extension 0.5.2 0.5.2
s3fs 2024.12.0 2024.12.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 25.11.1 25.11.1
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio 1.1.7 1.1.7
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
seaborn 0.13.2 0.13.2
strands-agents-mcp-server 0.1.2 0.1.2
python-gssapi 1.11.1 1.11.1
mlflow 2.22.0 2.22.0
strands-agents 0.3.0 0.3.0
strands-agents-tools 0.1.9 0.1.9
tf-keras 2.18.0 2.18.0
${\color{red}sagemaker-code-editor}$ 1.8.3 1.9.2
supervisor 4.3.0 4.3.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 07afaea
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 8714585
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
altair 5.5.0 5.5.0
jinja2 3.1.6 3.1.6
${\color{red}boto3}$ 1.37.3 1.42.59
aioboto3 14.3.0 14.3.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
jupyter-ai 2.31.7 2.31.7
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
jupyter-lsp 2.3.0 2.3.0
langchain 0.3.27 0.3.27
pip 25.3 25.3
ipython 8.37.0 8.37.0
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
autogluon 1.5.0 1.5.0
aws-glue-sessions 1.0.9 1.0.9
ipywidgets 8.1.8 8.1.8
uvicorn 0.41.0 0.41.0
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
numpy 1.26.4 1.26.4
jupyterlab 4.5.5 4.5.5
${\color{red}pytorch}$ 2.6.0 2.10.0
pandas 2.3.3 2.3.3
notebook 7.5.4 7.5.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
fastapi 0.135.1 0.135.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 3.1.2 3.1.2
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
langchain-openai 0.3.35 0.3.35
${\color{red}scipy}$ 1.16.3 1.17.1
keras 3.13.2 3.13.2
matplotlib-base 3.10.8 3.10.8
mcp 1.26.0 1.26.0
pyhive 0.7.0 0.7.0
py-xgboost-gpu 2.1.4 2.1.4
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyterlab-git 0.52.0 0.52.0
${\color{red}torchvision}$ 0.21.0 0.25.0
python-lsp-server 1.14.0 1.14.0
docker-cli 27.5.1 27.5.1
conda 25.11.1 25.11.1
s3fs 2024.12.0 2024.12.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-kernel-wrapper 0.0.6 0.0.6
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio 1.1.7 1.1.7
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
mlflow 2.22.0 2.22.0
sagemaker-mlflow 0.2.0 0.2.0
strands-agents-mcp-server 0.1.2 0.1.2
strands-agents 0.3.0 0.3.0
supervisor 4.3.0 4.3.0
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
${\color{red}sagemaker-code-editor}$ 1.8.5 1.9.2
sagemaker-studio-analytics-extension 0.2.4 0.2.4
tf-keras 2.18.0 2.18.0
seaborn 0.13.2 0.13.2
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyterlab 4.5.5 4.5.5
jinja2 3.1.6 3.1.6
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
jupyter-ai 2.31.7 2.31.7
amazon-sagemaker-sql-magic 0.1.4 0.1.4
aioboto3 14.3.0 14.3.0
${\color{red}boto3}$ 1.37.3 1.42.59
pip 25.3 25.3
altair 5.5.0 5.5.0
numpy 1.26.4 1.26.4
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
pandas 2.3.3 2.3.3
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
${\color{red}pytorch}$ 2.6.0 2.10.0
uvicorn 0.41.0 0.41.0
jupyter-lsp 2.3.0 2.3.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
autogluon 1.5.0 1.5.0
ipython 8.37.0 8.37.0
langchain 0.3.27 0.3.27
ipywidgets 8.1.8 8.1.8
notebook 7.5.4 7.5.4
aws-glue-sessions 1.0.9 1.0.9
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
fastapi 0.135.1 0.135.1
git-remote-codecommit 1.16 1.16
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-collaboration 3.1.2 3.1.2
jupyter-dash 0.4.2 0.4.2
matplotlib-base 3.10.8 3.10.8
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.52.0 0.52.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.13.2 3.13.2
${\color{red}langchain-aws}$ 0.2.19 0.2.35
langchain-openai 0.3.35 0.3.35
${\color{red}torchvision}$ 0.21.0 0.25.0
mcp 1.26.0 1.26.0
py-xgboost-cpu 2.1.4 2.1.4
python-lsp-server 1.14.0 1.14.0
s3fs 2024.12.0 2024.12.0
pyhive 0.7.0 0.7.0
docker-cli 27.5.1 27.5.1
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 25.11.1 25.11.1
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-analytics-extension 0.2.4 0.2.4
sagemaker-studio 1.1.7 1.1.7
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
seaborn 0.13.2 0.13.2
strands-agents 0.3.0 0.3.0
strands-agents-tools 0.1.9 0.1.9
python-gssapi 1.11.1 1.11.1
strands-agents-mcp-server 0.1.2 0.1.2
supervisor 4.3.0 4.3.0
mlflow 2.22.0 2.22.0
${\color{red}sagemaker-code-editor}$ 1.8.5 1.9.2
tf-keras 2.18.0 2.18.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: a808e60
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-H90kIAaKOLeW
  • Commit ID: a808e60
  • Result: FAILED
  • Build Logs (available for 30 days)

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-gpu:8.19 GB 3.8.0-gpu:7.72 GB 0.48 GB Larger 6.17% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-cpu:3.24 GB 3.8.0-cpu:2.97 GB 0.27 GB Larger 9.23% Larger

Python Package Size Report (GPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.00GB 3.95GB 58.16MB 1.44

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
nccl 2.29.3.1 279.28MB
libcublas 12.6.4.1 256.23MB
libmagma 2.8.0 238.80MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libcufft 11.3.0.4 156.19MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
libcusparse 12.5.4.2 118.64MB
triton 3.2.0 95.97MB
libcusolver 11.7.1.2 95.84MB
libnpp 12.3.1.54 93.37MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
gcc_impl_linux-64 13.4.0 63.25MB
libfaiss 1.9.0 59.81MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
sagemaker-code-editor 1.8.5 48.51MB
cuda-nvdisasm 12.6.77 47.62MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.03MB, accounts for 4.27% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
nccl 2.29.3.1 2.29.2.1 98.75MB 54.7
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
conda-gcc-specs 13.4.0 - 32.52KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
langsmith 0.7.9 0.6.5 21.79KB 10.19
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
pandoc 3.9 3.8.3 11.47KB 0.05
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-code-editor 1.8.5 1.8.2 5.79KB 0.01
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
sagemaker-studio 1.1.7 1.1.5 4.07KB 1.22
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
libsystemd0 259.2 258.3 2.10KB 0.41
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
regex 2026.2.28 2026.1.15 1.77KB 0.51
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fastcore 1.12.21 1.12.5 1.61KB 1.72
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
libudev1 259.2 258.3 1.39KB 0.85
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
binutils_linux-64 2.45.1 2.45 61.00B 0.17
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
binutils 2.45.1 2.45 -9.00B -0.03
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
coverage 7.13.4 7.13.2 -515.00B -0.16
sqlite-anyio 0.2.7 0.2.3 -796.00B -6.15
pycrdt 0.12.46 0.12.45 -973.00B -0.12
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
cookiecutter 2.7.1 2.6.0 -13.75KB -11.0
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
binutils_impl_linux-64 2.45.1 2.45 -18.62KB -0.52
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.0 0.10.0 -54.99KB -5.69
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
catboost 1.2.10 1.2.8 -510.53KB -5.26
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

Python Package Size Report (CPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.80GB -40.11MB -2.18

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
sagemaker-code-editor 1.8.5 48.51MB
libllvm21 21.1.0 42.31MB
libllvm19 19.1.7 42.19MB
python 3.12.9 34.71MB
llvmlite 0.46.0 30.78MB
ray-core 2.44.1 28.13MB
pytorch 2.6.0 23.51MB
panel 1.8.9 22.19MB
libclang-cpp19.1 19.1.7 21.61MB
pandoc 3.9 21.43MB
uv 0.10.8 17.47MB
amazon_sagemaker_sql_editor 0.1.21 17.18MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.00MB, accounts for ${\color{red}9.71}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
langsmith 0.7.9 0.6.5 21.79KB 10.19
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
pandoc 3.9 3.8.3 11.47KB 0.05
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-code-editor 1.8.5 1.8.2 5.79KB 0.01
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
sagemaker-studio 1.1.7 1.1.5 4.07KB 1.22
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
regex 2026.2.28 2026.1.15 1.77KB 0.51
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fastcore 1.12.21 1.12.5 1.61KB 1.72
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
coverage 7.13.4 7.13.2 -515.00B -0.16
sqlite-anyio 0.2.7 0.2.3 -796.00B -6.15
pycrdt 0.12.46 0.12.45 -973.00B -0.12
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
cookiecutter 2.7.1 2.6.0 -13.75KB -11.0
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.0 0.10.0 -54.99KB -5.69
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

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Python Package Dependency Report

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: a808e60
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
${\color{red}boto3}$ 1.37.3 1.42.60
jupyter-ai 2.31.7 2.31.7
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
jupyter-lsp 2.3.0 2.3.0
langchain 0.3.27 0.3.27
amazon-sagemaker-sql-magic 0.1.4 0.1.4
ipython 8.37.0 8.37.0
jupyterlab 4.5.5 4.5.5
altair 5.5.0 5.5.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jinja2 3.1.6 3.1.6
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
pip 25.3 25.3
uvicorn 0.41.0 0.41.0
autogluon 1.5.0 1.5.0
ipywidgets 8.1.8 8.1.8
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
notebook 7.5.4 7.5.4
${\color{red}pytorch}$ 2.6.0 2.10.0
numpy 1.26.4 1.26.4
pandas 2.3.3 2.3.3
aws-glue-sessions 1.0.9 1.0.9
aioboto3 14.3.0 14.3.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
git-remote-codecommit 1.16 1.16
fastapi 0.135.1 0.135.1
jupyter-collaboration 3.1.2 3.1.2
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
${\color{red}scipy}$ 1.16.3 1.17.1
${\color{red}torchvision}$ 0.21.0 0.25.0
jupyterlab-git 0.52.0 0.52.0
langchain-openai 0.3.35 0.3.35
matplotlib-base 3.10.8 3.10.8
${\color{red}scikit-learn}$ 1.7.2 1.8.0
pyhive 0.7.0 0.7.0
keras 3.13.2 3.13.2
docker-cli 27.5.1 27.5.1
s3fs 2024.12.0 2024.12.0
py-xgboost-gpu 2.1.4 2.1.4
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
conda 25.11.1 25.11.1
python-lsp-server 1.14.0 1.14.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-extension 0.5.2 0.5.2
mcp 1.26.0 1.26.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
jupyter-activity-monitor-extension 0.3.2 0.3.2
sagemaker-studio 1.1.8 1.1.8
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
mlflow 2.22.0 2.22.0
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
sagemaker-studio-cli 1.0.7 1.0.7
strands-agents-mcp-server 0.1.2 0.1.2
supervisor 4.3.0 4.3.0
strands-agents 0.3.0 0.3.0
sagemaker-code-editor 1.9.2 1.9.2
strands-agents-tools 0.1.9 0.1.9
tf-keras 2.18.0 2.18.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
${\color{red}boto3}$ 1.37.3 1.42.60
jinja2 3.1.6 3.1.6
altair 5.5.0 5.5.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-lsp 2.3.0 2.3.0
langchain 0.3.27 0.3.27
pip 25.3 25.3
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
aioboto3 14.3.0 14.3.0
ipython 8.37.0 8.37.0
pandas 2.3.3 2.3.3
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
numpy 1.26.4 1.26.4
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
jupyterlab 4.5.5 4.5.5
${\color{red}pytorch}$ 2.6.0 2.10.0
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
uvicorn 0.41.0 0.41.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
autogluon 1.5.0 1.5.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
ipywidgets 8.1.8 8.1.8
notebook 7.5.4 7.5.4
aws-glue-sessions 1.0.9 1.0.9
jupyter-ai 2.31.7 2.31.7
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
${\color{red}scipy}$ 1.16.3 1.17.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-dash 0.4.2 0.4.2
fastapi 0.135.1 0.135.1
jupyter-collaboration 3.1.2 3.1.2
jupyterlab-git 0.52.0 0.52.0
matplotlib-base 3.10.8 3.10.8
jupyter-server-proxy 4.4.0 4.4.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.13.2 3.13.2
${\color{red}torchvision}$ 0.21.0 0.25.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
langchain-openai 0.3.35 0.3.35
mcp 1.26.0 1.26.0
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-extension 0.5.2 0.5.2
docker-cli 27.5.1 27.5.1
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
conda 25.11.1 25.11.1
s3fs 2024.12.0 2024.12.0
sagemaker-studio 1.1.8 1.1.8
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
strands-agents 0.3.0 0.3.0
seaborn 0.13.2 0.13.2
strands-agents-mcp-server 0.1.2 0.1.2
supervisor 4.3.0 4.3.0
strands-agents-tools 0.1.9 0.1.9
mlflow 2.22.0 2.22.0
python-gssapi 1.11.1 1.11.1
tf-keras 2.18.0 2.18.0
sagemaker-code-editor 1.9.2 1.9.2
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 50b2bc1
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-H90kIAaKOLeW
  • Commit ID: 50b2bc1
  • Result: FAILED
  • Build Logs (available for 30 days)

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-gpu:8.20 GB 3.8.0-gpu:7.72 GB 0.48 GB Larger 6.25% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-cpu:3.25 GB 3.8.0-cpu:2.97 GB 0.28 GB Larger 9.44% Larger

Python Package Size Report (GPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.01GB 3.95GB 62.94MB 1.56

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
nccl 2.29.3.1 279.28MB
libcublas 12.6.4.1 256.23MB
libmagma 2.8.0 238.80MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libcufft 11.3.0.4 156.19MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
libcusparse 12.5.4.2 118.64MB
triton 3.2.0 95.97MB
libcusolver 11.7.1.2 95.84MB
libnpp 12.3.1.54 93.37MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
gcc_impl_linux-64 13.4.0 63.25MB
libfaiss 1.9.0 59.81MB
sagemaker-code-editor 1.9.2 53.40MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
cuda-nvdisasm 12.6.77 47.62MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.03MB, accounts for 4.26% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
nccl 2.29.3.1 2.29.2.1 98.75MB 54.7
sagemaker-code-editor 1.9.2 1.8.2 4.89MB 10.09
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
conda-gcc-specs 13.4.0 - 32.52KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
langsmith 0.7.12 0.6.5 23.50KB 11.0
pathspec 1.0.4 1.0.3 22.94KB 44.02
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
snowflake-sqlalchemy 1.9.0 1.8.2 11.83KB 20.45
pandoc 3.9 3.8.3 11.47KB 0.05
charls 2.4.3 2.4.2 11.23KB 7.65
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
libavif16 1.4.0 1.3.0 8.07KB 5.89
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-studio 1.1.8 1.1.5 5.79KB 1.73
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
accelerate 1.13.0 1.12.0 1.69KB 0.63
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fastcore 1.12.21 1.12.5 1.61KB 1.72
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
libudev1 259.3 258.3 1.23KB 0.75
freetype 2.14.2 2.14.1 1.15KB 0.68
libsystemd0 259.3 258.3 984.00B 0.19
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
cpython 3.12.13 3.12.12 603.00B 1.31
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
python-gil 3.12.13 3.12.12 588.00B 1.28
sagemaker-studio-analytics-extension 0.3.0 0.2.4 587.00B 1.23
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
libfreetype 2.14.2 2.14.1 371.00B 4.84
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
pycrdt 0.12.47 0.12.45 163.00B 0.02
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
binutils_linux-64 2.45.1 2.45 61.00B 0.17
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
binutils 2.45.1 2.45 -9.00B -0.03
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
libfreetype6 2.14.2 2.14.1 -423.00B -0.11
coverage 7.13.4 7.13.2 -515.00B -0.16
regex 2026.2.28 2026.1.15 -969.00B -0.27
sqlite-anyio 0.2.8 0.2.3 -1023.00B -7.9
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
tabulate 0.10.0 0.9.0 -9.63KB -18.33
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
cookiecutter 2.7.1 2.6.0 -13.75KB -11.0
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
binutils_impl_linux-64 2.45.1 2.45 -18.62KB -0.52
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.1 0.10.0 -54.80KB -5.67
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
graphql-core 3.2.8 3.2.7 -134.93KB -26.09
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
catboost 1.2.10 1.2.8 -510.53KB -5.26
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

Python Package Size Report (CPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.80GB -35.32MB -1.92

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
sagemaker-code-editor 1.9.2 53.40MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
libllvm21 21.1.0 42.31MB
libllvm19 19.1.7 42.19MB
python 3.12.9 34.71MB
llvmlite 0.46.0 30.78MB
ray-core 2.44.1 28.13MB
pytorch 2.6.0 23.51MB
panel 1.8.9 22.19MB
libclang-cpp19.1 19.1.7 21.61MB
pandoc 3.9 21.43MB
uv 0.10.8 17.47MB
amazon_sagemaker_sql_editor 0.1.21 17.18MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.00MB, accounts for ${\color{red}9.68}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
sagemaker-code-editor 1.9.2 1.8.2 4.89MB 10.09
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
optree 0.19.0 0.18.0 29.30KB 7.35
freetds 1.5.11 1.5.10 24.03KB 1.51
langsmith 0.7.12 0.6.5 23.50KB 11.0
pathspec 1.0.4 1.0.3 22.94KB 44.02
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
snowflake-sqlalchemy 1.9.0 1.8.2 11.83KB 20.45
pandoc 3.9 3.8.3 11.47KB 0.05
charls 2.4.3 2.4.2 11.23KB 7.65
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
libavif16 1.4.0 1.3.0 8.07KB 5.89
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-studio 1.1.8 1.1.5 5.79KB 1.73
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
accelerate 1.13.0 1.12.0 1.69KB 0.63
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fastcore 1.12.21 1.12.5 1.61KB 1.72
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
freetype 2.14.2 2.14.1 1.15KB 0.68
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
cpython 3.12.13 3.12.12 603.00B 1.31
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
python-gil 3.12.13 3.12.12 588.00B 1.28
sagemaker-studio-analytics-extension 0.3.0 0.2.4 587.00B 1.23
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
libfreetype 2.14.2 2.14.1 371.00B 4.84
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
pycrdt 0.12.47 0.12.45 163.00B 0.02
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
libfreetype6 2.14.2 2.14.1 -423.00B -0.11
coverage 7.13.4 7.13.2 -515.00B -0.16
regex 2026.2.28 2026.1.15 -969.00B -0.27
sqlite-anyio 0.2.8 0.2.3 -1023.00B -7.9
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
tabulate 0.10.0 0.9.0 -9.63KB -18.33
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
cookiecutter 2.7.1 2.6.0 -13.75KB -11.0
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.1 0.10.0 -54.80KB -5.67
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
graphql-core 3.2.8 3.2.7 -134.93KB -26.09
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

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Python Package Dependency Report

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: c685502
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 3.9.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyterlab 4.5.5 4.5.5
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
altair 5.5.0 5.5.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
jupyter-lsp 2.3.0 2.3.0
langchain 0.3.27 0.3.27
ipython 8.37.0 8.37.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
jinja2 3.1.6 3.1.6
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
jupyter-ai 2.31.7 2.31.7
pip 25.3 25.3
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
autogluon 1.5.0 1.5.0
notebook 7.5.4 7.5.4
aws-glue-sessions 1.0.9 1.0.9
aioboto3 14.3.0 14.3.0
${\color{red}boto3}$ 1.37.3 1.42.62
${\color{red}pytorch}$ 2.6.0 2.10.0
pandas 2.3.3 2.3.3
numpy 1.26.4 1.26.4
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
uvicorn 0.41.0 0.41.0
ipywidgets 8.1.8 8.1.8
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
fastapi 0.135.1 0.135.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 3.1.2 3.1.2
jupyterlab-git 0.52.0 0.52.0
jupyter-dash 0.4.2 0.4.2
langchain-openai 0.3.35 0.3.35
keras 3.13.2 3.13.2
${\color{red}scikit-learn}$ 1.7.2 1.8.0
mcp 1.26.0 1.26.0
py-xgboost-gpu 2.1.4 2.1.4
${\color{red}scipy}$ 1.16.3 1.17.1
${\color{red}torchvision}$ 0.21.0 0.25.0
jupyter-server-proxy 4.4.0 4.4.0
pyhive 0.7.0 0.7.0
matplotlib-base 3.10.8 3.10.8
${\color{red}langchain-aws}$ 0.2.19 0.2.35
docker-cli 27.5.1 27.5.1
python-lsp-server 1.14.0 1.14.0
s3fs 2024.12.0 2024.12.0
conda 25.11.1 25.11.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio 1.1.8 1.1.8
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
sagemaker-studio-cli 1.0.7 1.0.7
strands-agents 0.3.0 0.3.0
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
seaborn 0.13.2 0.13.2
strands-agents-mcp-server 0.1.2 0.1.2
mlflow 2.22.0 2.22.0
python-gssapi 1.11.1 1.11.1
supervisor 4.3.0 4.3.0
strands-agents-tools 0.1.9 0.1.9
tf-keras 2.18.0 2.18.0
sagemaker-code-editor 1.9.2 1.9.2
sagemaker-studio-analytics-extension 0.3.0 0.3.0
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

Staleness Report: 3.9.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
aioboto3 14.3.0 14.3.0
langchain 0.3.27 0.3.27
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-ai 2.31.7 2.31.7
jupyterlab 4.5.5 4.5.5
jupyter-lsp 2.3.0 2.3.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}amazon_sagemaker_sql_editor}$ 0.1.21 0.2.0
${\color{red}amazon-sagemaker-jupyter-scheduler}$ 3.1.16 3.2.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
pip 25.3 25.3
${\color{red}boto3}$ 1.37.3 1.42.62
numpy 1.26.4 1.26.4
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
${\color{red}pytorch}$ 2.6.0 2.10.0
jinja2 3.1.6 3.1.6
pandas 2.3.3 2.3.3
uvicorn 0.41.0 0.41.0
autogluon 1.5.0 1.5.0
sagemaker-jupyterlab-extension-common 0.3.0 0.3.0
notebook 7.5.4 7.5.4
ipywidgets 8.1.8 8.1.8
altair 5.5.0 5.5.0
aws-glue-sessions 1.0.9 1.0.9
ipython 8.37.0 8.37.0
fastapi 0.135.1 0.135.1
git-remote-codecommit 1.16 1.16
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-collaboration 3.1.2 3.1.2
${\color{red}jupyter-scheduler}$ 2.11.0 2.12.0
matplotlib-base 3.10.8 3.10.8
jupyter-activity-monitor-extension 0.3.2 0.3.2
${\color{red}aws-s3-access-grants-boto3-plugin}$ 1.2.0 1.3.0
keras 3.13.2 3.13.2
${\color{red}scikit-learn}$ 1.7.2 1.8.0
${\color{red}langchain-aws}$ 0.2.19 0.2.35
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.52.0 0.52.0
${\color{red}torchvision}$ 0.21.0 0.25.0
jupyter-dash 0.4.2 0.4.2
langchain-openai 0.3.35 0.3.35
mcp 1.26.0 1.26.0
python-lsp-server 1.14.0 1.14.0
docker-cli 27.5.1 27.5.1
py-xgboost-cpu 2.1.4 2.1.4
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
conda 25.11.1 25.11.1
sagemaker-kernel-wrapper 0.0.6 0.0.6
s3fs 2024.12.0 2024.12.0
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
${\color{red}sagemaker-python-sdk}$ 2.245.0 2.257.0
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio 1.1.8 1.1.8
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.13
strands-agents-mcp-server 0.1.2 0.1.2
python-gssapi 1.11.1 1.11.1
supervisor 4.3.0 4.3.0
strands-agents 0.3.0 0.3.0
mlflow 2.22.0 2.22.0
tf-keras 2.18.0 2.18.0
pyhive 0.7.0 0.7.0
sagemaker-code-editor 1.9.2 1.9.2
strands-agents-tools 0.1.9 0.1.9
seaborn 0.13.2 0.13.2
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.7
${\color{red}tensorflow}$ 2.18.0 2.19.1
uv 0.10.8 0.10.8

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 061d0d4
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-H90kIAaKOLeW
  • Commit ID: 061d0d4
  • Result: FAILED
  • Build Logs (available for 30 days)

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-gpu:8.18 GB 3.8.0-gpu:7.72 GB 0.46 GB Larger 6.01% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
3.9.0-cpu:3.23 GB 3.8.0-cpu:2.97 GB 0.26 GB Larger 8.83% Larger

Python Package Size Report (GPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.01GB 3.95GB 62.93MB 1.56

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
nccl 2.29.3.1 279.28MB
libcublas 12.6.4.1 256.23MB
libmagma 2.8.0 238.80MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libcufft 11.3.0.4 156.19MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
libcusparse 12.5.4.2 118.64MB
triton 3.2.0 95.97MB
libcusolver 11.7.1.2 95.84MB
libnpp 12.3.1.54 93.37MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
gcc_impl_linux-64 13.4.0 63.25MB
libfaiss 1.9.0 59.81MB
sagemaker-code-editor 1.9.2 53.40MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
cuda-nvdisasm 12.6.77 47.62MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.03MB, accounts for 4.26% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
nccl 2.29.3.1 2.29.2.1 98.75MB 54.7
sagemaker-code-editor 1.9.2 1.8.2 4.89MB 10.09
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
conda-gcc-specs 13.4.0 - 32.52KB -
optree 0.19.0 0.18.0 29.30KB 7.35
langsmith 0.7.14 0.6.5 24.93KB 11.67
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
snowflake-sqlalchemy 1.9.0 1.8.2 11.83KB 20.45
pandoc 3.9 3.8.3 11.47KB 0.05
charls 2.4.3 2.4.2 11.23KB 7.65
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
libavif16 1.4.0 1.3.0 8.07KB 5.89
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-studio 1.1.8 1.1.5 5.79KB 1.73
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
fastcore 1.12.23 1.12.5 1.85KB 1.98
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
accelerate 1.13.0 1.12.0 1.69KB 0.63
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
cookiecutter 2.7.1 2.6.0 1.45KB 1.16
libudev1 259.3 258.3 1.23KB 0.75
freetype 2.14.2 2.14.1 1.15KB 0.68
libsystemd0 259.3 258.3 984.00B 0.19
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
cpython 3.12.13 3.12.12 603.00B 1.31
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
python-gil 3.12.13 3.12.12 588.00B 1.28
sagemaker-studio-analytics-extension 0.3.0 0.2.4 587.00B 1.23
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
mmh3 5.2.1 5.2.0 444.00B 1.31
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
libfreetype 2.14.2 2.14.1 371.00B 4.84
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
pycrdt 0.12.47 0.12.45 163.00B 0.02
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
binutils_linux-64 2.45.1 2.45 61.00B 0.17
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
binutils 2.45.1 2.45 -9.00B -0.03
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
libfreetype6 2.14.2 2.14.1 -423.00B -0.11
coverage 7.13.4 7.13.2 -515.00B -0.16
regex 2026.2.28 2026.1.15 -969.00B -0.27
sqlite-anyio 0.2.8 0.2.3 -1023.00B -7.9
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
lazy-loader 0.5 0.4 -1.28KB -8.09
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
tabulate 0.10.0 0.9.0 -9.63KB -18.33
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
binutils_impl_linux-64 2.45.1 2.45 -18.62KB -0.52
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
charset-normalizer 3.4.5 3.4.4 -30.09KB -36.67
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.1 0.10.0 -54.80KB -5.67
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
graphql-core 3.2.8 3.2.7 -134.93KB -26.09
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
catboost 1.2.10 1.2.8 -510.53KB -5.26
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

Python Package Size Report (CPU)

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.80GB -35.34MB -1.92

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
tensorflow-base 2.18.0 147.43MB
mkl 2024.2.2 119.15MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
sagemaker-code-editor 1.9.2 53.40MB
libtorch 2.6.0 52.02MB
qt6-main 6.8.2 49.12MB
libllvm21 21.1.0 42.31MB
libllvm19 19.1.7 42.19MB
python 3.12.9 34.71MB
llvmlite 0.46.0 30.78MB
ray-core 2.44.1 28.13MB
pytorch 2.6.0 23.51MB
panel 1.8.9 22.19MB
libclang-cpp19.1 19.1.7 21.61MB
pandoc 3.9 21.43MB
uv 0.10.8 17.47MB
amazon_sagemaker_sql_editor 0.1.21 17.18MB

Python Package Size Delta

The total size of newly introduced Python packages is 175.00MB, accounts for ${\color{red}9.68}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
deltalake 1.3.2 - 172.96MB -
sagemaker-code-editor 1.9.2 1.8.2 4.89MB 10.09
notebook 7.5.4 7.5.3 3.87MB 67.15
keras 3.13.2 3.12.0 2.89MB 359.79
arro3-core 0.8.0 - 2.01MB -
dask-core 2026.1.2 2026.1.1 1.38MB 136.33
distributed 2026.1.2 2026.1.1 476.52KB 57.81
rav1e 0.8.1 0.7.1 409.47KB 8.1
pytorch-lightning 2.6.1 2.6.0 405.58KB 83.81
uv 0.10.8 0.9.27 303.99KB 1.73
virtualenv 21.1.0 20.36.1 237.72KB 5.53
panel 1.8.9 1.8.7 227.23KB 1.01
alembic 1.18.4 1.18.1 177.08KB 99.04
mcp 1.26.0 1.25.0 154.16KB 96.37
ipykernel 7.2.0 7.1.0 77.52KB 60.0
werkzeug 3.1.6 3.1.5 70.20KB 27.96
libexpat 2.7.4 2.7.3 48.72KB 66.45
proto-plus 1.27.1 1.27.0 37.97KB 90.17
pymssql 2.3.13 2.3.11 35.77KB 12.66
typer 0.24.0 0.21.1 34.95KB 43.6
python-discovery 1.1.0 - 32.54KB -
optree 0.19.0 0.18.0 29.30KB 7.35
langsmith 0.7.14 0.6.5 24.93KB 11.67
freetds 1.5.11 1.5.10 24.03KB 1.51
pathspec 1.0.4 1.0.3 22.94KB 44.02
orjson 3.11.7 3.11.5 19.53KB 6.29
pyathena 3.30.0 3.25.0 15.26KB 15.09
google-cloud-bigquery-core 3.40.1 3.40.0 14.51KB 8.31
nltk 3.9.3 3.9.2 12.30KB 0.35
snowflake-sqlalchemy 1.9.0 1.8.2 11.83KB 20.45
pandoc 3.9 3.8.3 11.47KB 0.05
charls 2.4.3 2.4.2 11.23KB 7.65
numba 0.64.0 0.63.1 10.73KB 0.25
llvm-openmp 22.1.0 21.1.8 9.38KB 0.16
libavif16 1.4.0 1.3.0 8.07KB 5.89
narwhals 2.17.0 2.15.0 7.80KB 2.93
ld_impl_linux-64 2.45.1 2.45 5.90KB 0.83
sagemaker-studio 1.1.8 1.1.5 5.79KB 1.73
fastai 2.8.7 2.8.6 5.75KB 3.12
jiter 0.13.0 0.12.0 5.50KB 1.83
sagemaker-jupyterlab-extension-common 0.3.0 0.2.16 5.49KB 2.25
sagemaker-core 1.0.76 1.0.67 4.83KB 1.8
greenlet 3.3.2 3.3.1 4.46KB 2.01
uuid-utils 0.14.1 0.13.0 4.40KB 1.46
xorg-libx11 1.8.13 1.8.12 3.67KB 0.45
tinycss2 1.4.0 1.5.1 3.10KB 3.3
sqlalchemy 2.0.48 2.0.46 2.88KB 0.1
plum-dispatch 2.7.1 2.6.1 2.49KB 6.37
xkeyboard-config 2.47 2.46 2.26KB 0.58
python-fasthtml 0.12.47 0.12.39 2.04KB 3.03
async-lru 2.2.0 2.1.0 1.96KB 10.34
jupyter_ydoc 3.4.0 3.3.4 1.96KB 1.75
fastcore 1.12.23 1.12.5 1.85KB 1.98
uc-micro-py 2.0.0 1.0.3 1.70KB 15.0
accelerate 1.13.0 1.12.0 1.69KB 0.63
platformdirs 4.9.2 4.5.1 1.68KB 7.19
pytokens 0.4.1 0.4.0 1.66KB 0.65
wcwidth 0.6.0 0.5.0 1.61KB 2.35
fontconfig 2.17.1 2.15.0 1.53KB 0.58
sse-starlette 3.3.2 3.2.0 1.53KB 8.52
cookiecutter 2.7.1 2.6.0 1.45KB 1.16
freetype 2.14.2 2.14.1 1.15KB 0.68
xorg-libxcomposite 0.4.7 0.4.6 979.00B 7.29
jupyterlab-git 0.52.0 0.51.4 724.00B 0.24
cpython 3.12.13 3.12.12 603.00B 1.31
ca-certificates 2026.2.25 2026.1.4 595.00B 0.4
python-gil 3.12.13 3.12.12 588.00B 1.28
sagemaker-studio-analytics-extension 0.3.0 0.2.4 587.00B 1.23
unicodedata2 17.0.1 17.0.0 575.00B 0.14
markdown 3.10.2 3.10.1 534.00B 0.63
mmh3 5.2.1 5.2.0 444.00B 1.31
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.4 439.00B 1.42
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.13 393.00B 0.34
awswrangler 3.15.1 3.15.0 389.00B 0.17
libfreetype 2.14.2 2.14.1 371.00B 4.84
multidict 6.7.1 6.7.0 340.00B 0.37
rich 14.3.3 14.3.1 228.00B 0.11
certifi 2026.2.25 2026.01.04 209.00B 0.14
duckdb 1.4.4 1.4.3 193.00B 2.54
pycrdt 0.12.47 0.12.45 163.00B 0.02
starlette 0.52.1 0.50.0 136.00B 0.21
smart-open 7.5.1 7.5.0 133.00B 2.75
nbconvert 7.17.0 7.16.6 57.00B 1.09
nbconvert-pandoc 7.17.0 7.16.6 39.00B 0.68
uvicorn-standard 0.41.0 0.40.0 26.00B 0.63
fastapi 0.135.1 0.128.0 19.00B 0.4
debugpy 1.8.20 1.8.19 -246.00B -0.01
sagemaker-jupyterlab-extension 0.5.2 0.5.1 -350.00B -0.08
libfreetype6 2.14.2 2.14.1 -423.00B -0.11
coverage 7.13.4 7.13.2 -515.00B -0.16
regex 2026.2.28 2026.1.15 -969.00B -0.27
sqlite-anyio 0.2.8 0.2.3 -1023.00B -7.9
svt-av1 4.0.1 4.0.0 -1.17KB -0.05
lazy-loader 0.5 0.4 -1.28KB -8.09
yarl 1.23.0 1.22.0 -1.87KB -1.39
python-gssapi 1.11.1 1.10.1 -3.79KB -0.7
tqdm 4.67.3 4.67.1 -3.83KB -2.85
jsonpath-ng 1.8.0 1.7.0 -3.92KB -5.56
nbconvert-core 7.17.0 7.16.6 -8.24KB -1.73
filelock 3.25.0 3.20.3 -8.86KB -26.12
tabulate 0.10.0 0.9.0 -9.63KB -18.33
flask 3.1.3 3.1.2 -10.36KB -5.55
fastapi-cli 0.0.23 0.0.20 -11.31KB -37.97
linkify-it-py 2.1.0 2.0.3 -13.66KB -34.92
python-dotenv 1.2.2 1.2.1 -16.14KB -37.25
lightning-utilities 0.15.3 0.15.2 -23.22KB -42.34
tenacity 9.1.4 9.1.2 -23.36KB -43.24
rich-toolkit 0.19.7 0.17.1 -24.00KB -43.07
charset-normalizer 3.4.5 3.4.4 -30.09KB -36.67
cryptography 46.0.5 46.0.3 -30.57KB -1.86
typer-slim 0.24.0 0.21.1 -34.00KB -72.35
param 2.3.2 2.3.1 -37.21KB -17.45
sagemaker-studio-dataengineering-sessions 1.3.13 1.3.12 -39.01KB -15.62
pyjwt 2.11.0 2.10.1 -45.88KB -60.92
uvicorn 0.41.0 0.40.0 -54.09KB -50.74
papermill 2.7.0 2.6.0 -54.35KB -43.98
fastapi-core 0.135.1 0.128.0 -54.64KB -36.94
pyiceberg 0.11.1 0.10.0 -54.80KB -5.67
nbdime 4.0.4 4.0.3 -60.78KB -1.31
triad 1.0.2 1.0.0 -66.63KB -53.55
libpng 1.6.55 1.6.54 -69.00KB -22.26
pydantic-settings 2.13.1 2.12.0 -72.07KB -59.94
sagemaker-studio-dataengineering-extensions 1.3.7 1.3.4 -73.34KB -3.33
smart_open 7.5.1 7.5.0 -73.81KB -57.09
parso 0.8.6 0.8.5 -103.71KB -56.34
graphql-core 3.2.8 3.2.7 -134.93KB -26.09
isort 8.0.1 7.0.0 -135.29KB -65.76
astroid 4.0.4 4.0.3 -135.74KB -25.75
expat 2.7.4 2.7.3 -142.06KB -85.18
python-duckdb 1.4.4 1.4.3 -161.98KB -1.01
slack-sdk 3.40.1 3.39.0 -205.32KB -56.64
amazon_sagemaker_sql_editor 0.1.21 0.1.20 -225.97KB -1.27
fugue 0.9.7 0.9.4 -296.20KB -61.41
mpmath 1.4.0 1.3.0 -380.54KB -45.62
jupyterlab 4.5.5 4.5.3 -625.44KB -7.42
setuptools 82.0.0 80.10.2 -703.34KB -53.05
pylint 4.0.5 4.0.4 -759.93KB -66.51
babel 2.18.0 2.17.0 -5.89MB -44.55
onnxruntime 1.24.2 1.22.2 -213.27MB -54.37

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Python Package Dependency Report

Target Image Version: 3.9.0 | Base Image Version: 3.8.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

@TRNWWZ TRNWWZ merged commit 9149c61 into main Mar 12, 2026
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3 participants