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release: v4.1.0#1156

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TRNWWZ merged 42 commits intomainfrom
release-4.1.0
Apr 29, 2026
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release: v4.1.0#1156
TRNWWZ merged 42 commits intomainfrom
release-4.1.0

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@github-actions github-actions Bot commented Apr 9, 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 April 9, 2026 00:09
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: b6efdfc
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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Python Package Dependency Report

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

conda-forge::amazon-sagemaker-sql-magic[version='>=0.1.4,<1.0.0']
conda-forge::amazon-sagemaker-jupyter-ai-q-developer[version='>=1.2.9,<2.0.0']
conda-forge::amazon-q-developer-jupyterlab-ext[version='>=3.4.8,<4.0.0']
conda-forge::langchain[version='>=0.3.27,<1.0.0']
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We're still including old langchain packages - langchain is on v1.x right now.

We should have a future discussion on whether we want to upgrade langchain & langchain-aws in the base image.

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I think we can drop langchain-openai too... but IDK if we can do that in a minor version.

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We tried upgrading them when preparing 4.0.0, but getting restriction:

amazon-sagemaker-jupyter-ai-q-developer >=1.2.9,<2.0.0 * is installable and it requires
    │  └─ jupyter-ai-magics >=2.31.1,<3 * with the potential options
    │     ├─ jupyter-ai-magics [2.31.2|2.31.3|...|2.31.7] would require
    │     │  └─ langchain >=0.3.0,<0.4.0

All 3 upstream dependencies are already the latest version available on conda-forge channel, but it still cannot support langchain>=1.0.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-gpu:9.93 GB 4.0.0-gpu:9.94 GB -0.01 GB Smaller 0.08% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-cpu:3.62 GB 4.0.0-cpu:3.64 GB -0.02 GB Smaller 0.6% Smaller

Python Package Size Report (GPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.30GB 4.28GB 13.17MB 0.3

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.30.3.1 285.62MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB

Python Package Size Delta

The total size of newly introduced Python packages is 5.92MB, accounts for 0.13% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
nccl 2.30.3.1 2.29.3.1 6.34MB 2.27
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
fastar 0.11.0 - 416.38KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
botocore 1.42.84 1.42.70 110.06KB 1.34
cryptography 46.0.7 44.0.3 87.63KB 5.74
libpng 1.6.58 1.6.56 67.77KB 27.94
onemkl-license 2025.3.1 - 38.90KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.33 0.7.26 11.56KB 4.69
virtualenv 21.2.4 21.2.0 11.38KB 0.25
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.26 0.0.24 7.07KB 24.06
greenlet 3.4.0 3.3.2 6.79KB 3.0
sagemaker-studio 1.1.13 1.1.8 5.87KB 1.72
awswrangler 3.16.0 3.15.1 5.64KB 2.56
libsqlite 3.53.0 3.52.0 4.10KB 0.44
fastcore 1.12.42 1.12.34 3.91KB 4.05
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
docker-cli 29.4.1 29.4.0 1.94KB 0.02
sagemaker-core 2.8.0 2.7.1 1.91KB 0.27
pydantic-settings 2.14.0 2.13.1 1.89KB 3.92
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
sagemaker-train 1.8.0 1.7.1 246.00B 0.14
libsolv 0.7.37 0.7.36 205.00B 0.04
boto3 1.42.84 1.42.70 128.00B 0.15
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
aiobotocore 3.4.0 3.3.0 109.00B 0.13
typer 0.24.2 0.24.1 69.00B 0.06
sagemaker-serve 1.8.0 1.7.1 56.00B 0.04
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
opentelemetry-proto 1.41.0 1.40.0 37.00B 0.08
fastapi 0.136.0 0.135.3 20.00B 0.42
rich 14.3.4 14.3.3 8.00B 0.0
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
fastapi-core 0.136.0 0.135.3 -152.00B -0.16
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.0 1.0.4 -20.65KB -27.52
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.11 1.3.10 -116.29KB -62.27
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
pydantic 2.13.3 2.12.5 -550.56KB -61.94

Python Package Size Report (CPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.75GB 6.93MB 0.39

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 30.76MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.7 18.39MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
nodejs 20.19.6 16.50MB

Python Package Size Delta

The total size of newly introduced Python packages is 5.93MB, accounts for 0.33% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
fastar 0.11.0 - 416.38KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
botocore 1.42.84 1.42.70 110.06KB 1.34
cryptography 46.0.7 44.0.3 87.63KB 5.74
libpng 1.6.58 1.6.56 67.77KB 27.94
google-api-core 2.29.0 2.30.2 63.15KB 61.48
onemkl-license 2025.3.1 - 38.90KB -
google-cloud-bigquery-core 3.41.0 3.18.0 36.73KB 24.05
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.33 0.7.26 11.56KB 4.69
virtualenv 21.2.4 21.2.0 11.38KB 0.25
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.26 0.0.24 7.07KB 24.06
greenlet 3.4.0 3.3.2 6.79KB 3.0
sagemaker-studio 1.1.13 1.1.8 5.87KB 1.72
awswrangler 3.16.0 3.15.1 5.64KB 2.56
google-api-core-grpc 2.29.0 - 5.25KB -
libsqlite 3.53.0 3.52.0 4.10KB 0.44
fastcore 1.12.42 1.12.34 3.91KB 4.05
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
docker-cli 29.4.1 29.4.0 1.94KB 0.02
sagemaker-core 2.8.0 2.7.1 1.91KB 0.27
pydantic-settings 2.14.0 2.13.1 1.89KB 3.92
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
sagemaker-train 1.8.0 1.7.1 246.00B 0.14
libsolv 0.7.37 0.7.36 205.00B 0.04
boto3 1.42.84 1.42.70 128.00B 0.15
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
aiobotocore 3.4.0 3.3.0 109.00B 0.13
typer 0.24.2 0.24.1 69.00B 0.06
sagemaker-serve 1.8.0 1.7.1 56.00B 0.04
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
opentelemetry-proto 1.41.0 1.40.0 37.00B 0.08
fastapi 0.136.0 0.135.3 20.00B 0.42
rich 14.3.4 14.3.3 8.00B 0.0
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
fastapi-core 0.136.0 0.135.3 -152.00B -0.16
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.0 1.0.4 -20.65KB -27.52
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.11 1.3.10 -116.29KB -62.27
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
pydantic 2.13.3 2.12.5 -550.56KB -61.94

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Python Package Dependency Report

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

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: c3e0c29
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.1.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyter-scheduler 2.12.0 2.12.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
${\color{red}boto3}$ 1.42.84 1.42.94
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyterlab 4.5.6 4.5.6
langchain 0.3.27 0.3.27
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
altair 6.1.0 6.1.0
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
pip 26.0.1 26.0.1
ipython 8.37.0 8.37.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
jupyter-ai 2.31.7 2.31.7
jupyter-lsp 2.3.1 2.3.1
jinja2 3.1.6 3.1.6
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
uvicorn 0.46.0 0.46.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.5 7.5.5
autogluon 1.5.0 1.5.0
pandas 2.3.3 2.3.3
numpy 1.26.4 1.26.4
${\color{red}pytorch}$ 2.8.0 2.10.0
git-remote-codecommit 1.16 1.16
fastapi 0.136.1 0.136.1
jupyter-activity-monitor-extension 0.3.2 0.3.2
aws-glue-sessions 1.0.9 1.0.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.5.0 4.5.0
jupyterlab-git 0.52.0 0.52.0
jupyter-collaboration 4.3.0 4.3.0
keras 3.14.0 3.14.0
langchain-aws 0.2.35 0.2.35
mcp 1.27.0 1.27.0
py-xgboost-gpu 2.1.4 2.1.4
langchain-openai 0.3.35 0.3.35
${\color{red}scikit-learn}$ 1.7.2 1.8.0
${\color{red}scipy}$ 1.16.3 1.17.1
mlflow 3.11.1 3.11.1
pyhive 0.7.0 0.7.0
${\color{red}torchvision}$ 0.24.0 0.26.0
python-lsp-server 1.14.0 1.14.0
docker-cli 29.4.1 29.4.1
conda 26.3.2 26.3.2
s3fs 2026.3.0 2026.3.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
matplotlib-base 3.10.8 3.10.8
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
sagemaker-studio-cli 1.0.7 1.0.7
strands-agents 0.3.0 0.3.0
strands-agents-mcp-server 0.1.2 0.1.2
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
sagemaker-studio 1.1.13 1.1.13
supervisor 4.3.0 4.3.0
sagemaker-code-editor 1.9.5 1.9.5
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

Staleness Report: 4.1.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
ipython 8.37.0 8.37.0
jupyter-ai 2.31.7 2.31.7
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
langchain 0.3.27 0.3.27
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon_sagemaker_sql_editor 0.2.1 0.2.1
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
jinja2 3.1.6 3.1.6
${\color{red}boto3}$ 1.42.84 1.42.94
${\color{red}pytorch}$ 2.8.0 2.10.0
altair 6.1.0 6.1.0
jupyter-lsp 2.3.1 2.3.1
pandas 2.3.3 2.3.3
uvicorn 0.46.0 0.46.0
jupyterlab 4.5.6 4.5.6
numpy 1.26.4 1.26.4
autogluon 1.5.0 1.5.0
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
notebook 7.5.5 7.5.5
jupyter-scheduler 2.12.0 2.12.0
aws-glue-sessions 1.0.9 1.0.9
ipywidgets 8.1.8 8.1.8
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
pip 26.0.1 26.0.1
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-activity-monitor-extension 0.3.2 0.3.2
fastapi 0.136.1 0.136.1
git-remote-codecommit 1.16 1.16
jupyter-collaboration 4.3.0 4.3.0
matplotlib-base 3.10.8 3.10.8
jupyter-dash 0.4.2 0.4.2
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyter-server-proxy 4.5.0 4.5.0
langchain-aws 0.2.35 0.2.35
${\color{red}torchvision}$ 0.24.0 0.26.0
keras 3.14.0 3.14.0
mlflow 3.11.1 3.11.1
mcp 1.27.0 1.27.0
jupyterlab-git 0.52.0 0.52.0
py-xgboost-cpu 2.1.4 2.1.4
langchain-openai 0.3.35 0.3.35
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-headless-execution-driver 0.0.13 0.0.13
docker-cli 29.4.1 29.4.1
s3fs 2026.3.0 2026.3.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
conda 26.3.2 26.3.2
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio 1.1.13 1.1.13
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
strands-agents 0.3.0 0.3.0
seaborn 0.13.2 0.13.2
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
python-gssapi 1.11.1 1.11.1
strands-agents-mcp-server 0.1.2 0.1.2
sagemaker-code-editor 1.9.5 1.9.5
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 3086af6
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-H90kIAaKOLeW
  • Commit ID: 3086af6
  • 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 (%)
4.1.0-gpu:9.93 GB 4.0.0-gpu:9.94 GB -0.01 GB Smaller 0.08% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-cpu:3.62 GB 4.0.0-cpu:3.64 GB -0.02 GB Smaller 0.6% Smaller

Python Package Size Report (GPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.30GB 4.28GB 13.17MB 0.3

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.30.3.1 285.62MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB

Python Package Size Delta

The total size of newly introduced Python packages is 5.92MB, accounts for 0.13% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
nccl 2.30.3.1 2.29.3.1 6.34MB 2.27
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
fastar 0.11.0 - 416.38KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
botocore 1.42.84 1.42.70 110.06KB 1.34
cryptography 46.0.7 44.0.3 87.63KB 5.74
libpng 1.6.58 1.6.56 67.77KB 27.94
onemkl-license 2025.3.1 - 38.90KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
virtualenv 21.2.4 21.2.0 11.38KB 0.25
langsmith 0.7.34 0.7.26 10.47KB 4.25
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.26 0.0.24 7.07KB 24.06
greenlet 3.4.0 3.3.2 6.79KB 3.0
sagemaker-studio 1.1.13 1.1.8 5.87KB 1.72
awswrangler 3.16.0 3.15.1 5.64KB 2.56
libsqlite 3.53.0 3.52.0 4.10KB 0.44
fastcore 1.12.42 1.12.34 3.91KB 4.05
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
docker-cli 29.4.1 29.4.0 1.94KB 0.02
sagemaker-core 2.8.0 2.7.1 1.91KB 0.27
pydantic-settings 2.14.0 2.13.1 1.89KB 3.92
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
sagemaker-train 1.8.0 1.7.1 246.00B 0.14
libsolv 0.7.37 0.7.36 205.00B 0.04
boto3 1.42.84 1.42.70 128.00B 0.15
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
aiobotocore 3.4.0 3.3.0 109.00B 0.13
typer 0.24.2 0.24.1 69.00B 0.06
sagemaker-serve 1.8.0 1.7.1 56.00B 0.04
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
opentelemetry-proto 1.41.0 1.40.0 37.00B 0.08
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.0 1.0.4 -20.65KB -27.52
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.11 1.3.10 -116.29KB -62.27
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
pydantic 2.13.3 2.12.5 -550.56KB -61.94

Error searching for package pyzmq after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'pyzmq==26.4.0', '--json']' returned non-zero exit status 1.
Error searching for package python-json-logger after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'python-json-logger==2.0.7', '--json']' returned non-zero exit status 1.

Python Package Size Report (CPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.75GB 7.27MB 0.41

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 30.76MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.7 18.39MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
nodejs 20.19.6 16.50MB

Python Package Size Delta

The total size of newly introduced Python packages is 6.26MB, accounts for 0.35% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
fastar 0.11.0 - 416.38KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
pyzmq 26.4.0 - 330.39KB -
uv 0.11.7 0.11.4 254.75KB 1.37
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
botocore 1.42.84 1.42.70 110.06KB 1.34
cryptography 46.0.7 44.0.3 87.63KB 5.74
libpng 1.6.58 1.6.56 67.77KB 27.94
google-api-core 2.29.0 2.30.2 63.15KB 61.48
onemkl-license 2025.3.1 - 38.90KB -
google-cloud-bigquery-core 3.41.0 3.18.0 36.73KB 24.05
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
python-json-logger 2.0.7 - 15.86KB -
virtualenv 21.2.4 21.2.0 11.38KB 0.25
langsmith 0.7.34 0.7.26 10.47KB 4.25
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.26 0.0.24 7.07KB 24.06
greenlet 3.4.0 3.3.2 6.79KB 3.0
sagemaker-studio 1.1.13 1.1.8 5.87KB 1.72
awswrangler 3.16.0 3.15.1 5.64KB 2.56
google-api-core-grpc 2.29.0 - 5.25KB -
libsqlite 3.53.0 3.52.0 4.10KB 0.44
fastcore 1.12.42 1.12.34 3.91KB 4.05
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
docker-cli 29.4.1 29.4.0 1.94KB 0.02
sagemaker-core 2.8.0 2.7.1 1.91KB 0.27
pydantic-settings 2.14.0 2.13.1 1.89KB 3.92
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
sagemaker-train 1.8.0 1.7.1 246.00B 0.14
libsolv 0.7.37 0.7.36 205.00B 0.04
boto3 1.42.84 1.42.70 128.00B 0.15
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
aiobotocore 3.4.0 3.3.0 109.00B 0.13
typer 0.24.2 0.24.1 69.00B 0.06
sagemaker-serve 1.8.0 1.7.1 56.00B 0.04
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
opentelemetry-proto 1.41.0 1.40.0 37.00B 0.08
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.0 1.0.4 -20.65KB -27.52
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.11 1.3.10 -116.29KB -62.27
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
pydantic 2.13.3 2.12.5 -550.56KB -61.94

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 8147215
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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Staleness Report: 4.1.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
amazon_sagemaker_sql_editor 0.2.4 0.2.4
jupyterlab 4.5.6 4.5.6
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
altair 6.1.0 6.1.0
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
ipython 8.37.0 8.37.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
jinja2 3.1.6 3.1.6
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
${\color{red}boto3}$ 1.42.91 1.42.96
jupyter-lsp 2.3.1 2.3.1
pip 26.0.1 26.0.1
autogluon 1.5.0 1.5.0
uvicorn 0.46.0 0.46.0
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
notebook 7.5.5 7.5.5
${\color{red}scikit-learn}$ 1.7.2 1.8.0
fastapi 0.136.1 0.136.1
numpy 1.26.4 1.26.4
aws-glue-sessions 1.0.9 1.0.9
pandas 2.3.3 2.3.3
matplotlib-base 3.10.9 3.10.9
mcp 1.27.0 1.27.0
${\color{red}pytorch}$ 2.8.0 2.10.0
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
${\color{red}scipy}$ 1.16.3 1.17.1
ipywidgets 8.1.8 8.1.8
jupyter-ai 3.0.0 3.0.0
jupyter-scheduler 2.12.0 2.12.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.5.0 4.5.0
jupyterlab-git 0.52.0 0.52.0
${\color{red}torchvision}$ 0.24.0 0.26.0
keras 3.14.0 3.14.0
langchain-aws 0.2.35 0.2.35
mlflow 3.11.1 3.11.1
langchain-openai 0.3.35 0.3.35
docker-cli 29.4.1 29.4.1
langchain 0.3.27 0.3.27
conda 26.3.2 26.3.2
python-lsp-server 1.14.0 1.14.0
py-xgboost-gpu 2.1.4 2.1.4
s3fs 2026.3.0 2026.3.0
pyhive 0.7.0 0.7.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio 1.1.14 1.1.14
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-cli 1.0.7 1.0.7
jupyter-collaboration 4.3.0 4.3.0
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
strands-agents-mcp-server 0.1.2 0.1.2
sagemaker-code-editor 1.9.5 1.9.5
strands-agents 0.3.0 0.3.0
supervisor 4.3.0 4.3.0
strands-agents-tools 0.1.9 0.1.9
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

Staleness Report: 4.1.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jinja2 3.1.6 3.1.6
altair 6.1.0 6.1.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
${\color{red}boto3}$ 1.42.91 1.42.96
amazon_sagemaker_sql_editor 0.2.4 0.2.4
jupyter-lsp 2.3.1 2.3.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
pip 26.0.1 26.0.1
jupyter-scheduler 2.12.0 2.12.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
uvicorn 0.46.0 0.46.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
autogluon 1.5.0 1.5.0
numpy 1.26.4 1.26.4
ipywidgets 8.1.8 8.1.8
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
notebook 7.5.5 7.5.5
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
${\color{red}pytorch}$ 2.8.0 2.10.0
aws-glue-sessions 1.0.9 1.0.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
ipython 8.37.0 8.37.0
pandas 2.3.3 2.3.3
${\color{red}scipy}$ 1.16.3 1.17.1
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyterlab 4.5.6 4.5.6
fastapi 0.136.1 0.136.1
matplotlib-base 3.10.9 3.10.9
git-remote-codecommit 1.16 1.16
mcp 1.27.0 1.27.0
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
${\color{red}torchvision}$ 0.24.0 0.26.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.5.0 4.5.0
jupyter-ai 3.0.0 3.0.0
jupyterlab-git 0.52.0 0.52.0
langchain-aws 0.2.35 0.2.35
mlflow 3.11.1 3.11.1
langchain-openai 0.3.35 0.3.35
python-lsp-server 1.14.0 1.14.0
pyhive 0.7.0 0.7.0
py-xgboost-cpu 2.1.4 2.1.4
docker-cli 29.4.1 29.4.1
keras 3.14.0 3.14.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 26.3.2 26.3.2
s3fs 2026.3.0 2026.3.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
langchain 0.3.27 0.3.27
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-studio 1.1.14 1.1.14
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
strands-agents 0.3.0 0.3.0
strands-agents-mcp-server 0.1.2 0.1.2
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
strands-agents-tools 0.1.9 0.1.9
python-gssapi 1.11.1 1.11.1
seaborn 0.13.2 0.13.2
sagemaker-code-editor 1.9.5 1.9.5
supervisor 4.3.0 4.3.0
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-gpu:9.85 GB 4.0.0-gpu:9.94 GB -0.09 GB Smaller 0.9% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-cpu:3.53 GB 4.0.0-cpu:3.64 GB -0.10 GB Smaller 2.85% Smaller

Python Package Size Report (GPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.22GB 4.28GB -66.53MB -1.52

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.30.3.1 285.62MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB
libllvm21 21.1.0 42.31MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.66MB, accounts for 0.22% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
nccl 2.30.3.1 2.29.3.1 6.34MB 2.27
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
jsonschema-path 0.4.5 - 45.13KB -
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonref 1.1.0 - 25.68KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
mako 1.3.11 1.3.10 1.29KB 0.69
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

Error searching for package ipykernel after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'ipykernel==7.2.0', '--json']' returned non-zero exit status 1.

Python Package Size Report (CPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.68GB 1.75GB -72.98MB -4.07

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 30.76MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.7 18.39MB
amazon_sagemaker_sql_editor 0.2.4 17.81MB
nodejs 20.19.6 16.50MB
scipy 1.16.3 16.42MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.67MB, accounts for 0.56% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
google-api-core 2.29.0 2.30.2 63.15KB 61.48
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
jsonschema-path 0.4.5 - 45.13KB -
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
google-cloud-bigquery-core 3.41.0 3.18.0 36.73KB 24.05
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonref 1.1.0 - 25.68KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
google-api-core-grpc 2.29.0 - 5.25KB -
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
mako 1.3.11 1.3.10 1.29KB 0.69
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
gitpython 3.1.47 3.1.46 -123.46KB -44.17
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

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Python Package Dependency Report

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

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-GzX4lUMOfNat
  • Commit ID: cab5320
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 6075d87
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.1.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jinja2 3.1.6 3.1.6
${\color{red}boto3}$ 1.42.91 1.42.97
jupyterlab 4.5.6 4.5.6
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-scheduler 2.12.0 2.12.0
ipython 8.37.0 8.37.0
altair 6.1.0 6.1.0
amazon_sagemaker_sql_editor 0.2.4 0.2.4
pip 26.0.1 26.0.1
uvicorn 0.46.0 0.46.0
ipywidgets 8.1.8 8.1.8
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
autogluon 1.5.0 1.5.0
jupyter-lsp 2.3.1 2.3.1
numpy 1.26.4 1.26.4
aws-glue-sessions 1.0.9 1.0.9
fastapi 0.136.1 0.136.1
${\color{red}scikit-learn}$ 1.7.2 1.8.0
${\color{red}scipy}$ 1.16.3 1.17.1
notebook 7.5.5 7.5.5
${\color{red}pytorch}$ 2.8.0 2.10.0
pandas 2.3.3 2.3.3
mcp 1.27.0 1.27.0
matplotlib-base 3.10.9 3.10.9
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
jupyter-ai 3.0.0 3.0.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.5.0 4.5.0
jupyterlab-git 0.52.0 0.52.0
langchain 0.3.27 0.3.27
langchain-openai 0.3.35 0.3.35
docker-cli 29.4.1 29.4.1
pyhive 0.7.0 0.7.0
keras 3.14.0 3.14.0
${\color{red}torchvision}$ 0.24.0 0.26.0
mlflow 3.11.1 3.11.1
s3fs 2026.3.0 2026.3.0
langchain-aws 0.2.35 0.2.35
conda 26.3.2 26.3.2
py-xgboost-gpu 2.1.4 2.1.4
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.7 0.5.7
python-lsp-server 1.14.0 1.14.0
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio 1.1.14 1.1.14
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
seaborn 0.13.2 0.13.2
strands-agents 0.3.0 0.3.0
strands-agents-mcp-server 0.1.2 0.1.2
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
supervisor 4.3.0 4.3.0
sagemaker-code-editor 1.9.5 1.9.5
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-cli 1.0.7 1.0.7
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

Staleness Report: 4.1.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
altair 6.1.0 6.1.0
jupyter-lsp 2.3.1 2.3.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
pip 26.0.1 26.0.1
jinja2 3.1.6 3.1.6
${\color{red}boto3}$ 1.42.91 1.42.97
uvicorn 0.46.0 0.46.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
autogluon 1.5.0 1.5.0
numpy 1.26.4 1.26.4
jupyterlab 4.5.6 4.5.6
ipywidgets 8.1.8 8.1.8
${\color{red}pytorch}$ 2.8.0 2.10.0
notebook 7.5.5 7.5.5
jupyter-scheduler 2.12.0 2.12.0
pandas 2.3.3 2.3.3
aws-glue-sessions 1.0.9 1.0.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
ipython 8.37.0 8.37.0
matplotlib-base 3.10.9 3.10.9
fastapi 0.136.1 0.136.1
amazon_sagemaker_sql_editor 0.2.4 0.2.4
${\color{red}scipy}$ 1.16.3 1.17.1
mcp 1.27.0 1.27.0
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
jupyter-server-proxy 4.5.0 4.5.0
jupyter-ai 3.0.0 3.0.0
${\color{red}torchvision}$ 0.24.0 0.26.0
jupyterlab-git 0.52.0 0.52.0
jupyter-dash 0.4.2 0.4.2
keras 3.14.0 3.14.0
langchain-openai 0.3.35 0.3.35
mlflow 3.11.1 3.11.1
py-xgboost-cpu 2.1.4 2.1.4
langchain 0.3.27 0.3.27
s3fs 2026.3.0 2026.3.0
python-lsp-server 1.14.0 1.14.0
pyhive 0.7.0 0.7.0
docker-cli 29.4.1 29.4.1
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
langchain-aws 0.2.35 0.2.35
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-kernel-wrapper 0.0.6 0.0.6
conda 26.3.2 26.3.2
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
sagemaker-studio 1.1.14 1.1.14
seaborn 0.13.2 0.13.2
strands-agents-mcp-server 0.1.2 0.1.2
strands-agents 0.3.0 0.3.0
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
sagemaker-code-editor 1.9.5 1.9.5
supervisor 4.3.0 4.3.0
tensorflow 2.19.1 2.19.1
uv 0.11.7 0.11.7

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-gpu:9.85 GB 4.0.0-gpu:9.94 GB -0.09 GB Smaller 0.9% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-cpu:3.53 GB 4.0.0-cpu:3.64 GB -0.10 GB Smaller 2.85% Smaller

Python Package Size Report (GPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.22GB 4.28GB -66.54MB -1.52

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.30.3.1 285.62MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB
libllvm21 21.1.0 42.31MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.65MB, accounts for 0.22% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
nccl 2.30.3.1 2.29.3.1 6.34MB 2.27
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonschema-path 0.4.6 - 26.32KB -
jsonref 1.1.0 - 25.68KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
redshift_connector 2.1.10 2.1.5 12.60KB 12.28
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
mako 1.3.11 1.3.10 1.29KB 0.69
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
plum-dispatch 2.9.0 2.8.0 691.00B 1.62
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
gitpython 3.1.48 3.1.46 -123.68KB -44.25
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

Error searching for package atk-1.0 after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'atk-1.0==2.38.0', '--json']' returned non-zero exit status 1.

Python Package Size Report (CPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.68GB 1.75GB -73.12MB -4.08

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 30.76MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.7 18.39MB
amazon_sagemaker_sql_editor 0.2.4 17.81MB
nodejs 20.19.6 16.50MB
scipy 1.16.3 16.42MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.65MB, accounts for 0.56% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
uv 0.11.7 0.11.4 254.75KB 1.37
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
google-api-core 2.29.0 2.30.2 63.15KB 61.48
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
google-cloud-bigquery-core 3.41.0 3.18.0 36.73KB 24.05
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonschema-path 0.4.6 - 26.32KB -
jsonref 1.1.0 - 25.68KB -
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
redshift_connector 2.1.10 2.1.5 12.60KB 12.28
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
google-api-core-grpc 2.29.0 - 5.25KB -
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
mako 1.3.11 1.3.10 1.29KB 0.69
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
plum-dispatch 2.9.0 2.8.0 691.00B 1.62
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
gitpython 3.1.48 3.1.46 -123.68KB -44.25
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

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Python Package Dependency Report

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

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: b358b90
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.1.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
amazon_sagemaker_sql_editor 0.2.4 0.2.4
${\color{red}boto3}$ 1.42.91 1.42.97
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyter-lsp 2.3.1 2.3.1
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
altair 6.1.0 6.1.0
jinja2 3.1.6 3.1.6
ipython 8.37.0 8.37.0
jupyterlab 4.5.6 4.5.6
pip 26.0.1 26.0.1
autogluon 1.5.0 1.5.0
uvicorn 0.46.0 0.46.0
ipywidgets 8.1.8 8.1.8
matplotlib-base 3.10.9 3.10.9
pandas 2.3.3 2.3.3
${\color{red}scikit-learn}$ 1.7.2 1.8.0
notebook 7.5.5 7.5.5
${\color{red}scipy}$ 1.16.3 1.17.1
fastapi 0.136.1 0.136.1
aws-glue-sessions 1.0.9 1.0.9
numpy 1.26.4 1.26.4
mcp 1.27.0 1.27.0
${\color{red}pytorch}$ 2.8.0 2.10.0
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
jupyter-collaboration 4.3.0 4.3.0
jupyter-ai 3.0.0 3.0.0
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.5.0 4.5.0
keras 3.14.0 3.14.0
${\color{red}torchvision}$ 0.24.0 0.26.0
langchain 0.3.27 0.3.27
jupyterlab-git 0.52.0 0.52.0
langchain-aws 0.2.35 0.2.35
docker-cli 29.4.1 29.4.1
langchain-openai 0.3.35 0.3.35
pyhive 0.7.0 0.7.0
conda 26.3.2 26.3.2
python-lsp-server 1.14.0 1.14.0
s3fs 2026.3.0 2026.3.0
mlflow 3.11.1 3.11.1
py-xgboost-gpu 2.1.4 2.1.4
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio 1.1.14 1.1.14
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
seaborn 0.13.2 0.13.2
jupyter-scheduler 2.12.0 2.12.0
strands-agents-mcp-server 0.1.2 0.1.2
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
sagemaker-code-editor 1.9.5 1.9.5
sagemaker-studio-analytics-extension 0.3.0 0.3.0
strands-agents 0.3.0 0.3.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
tensorflow 2.19.1 2.19.1
uv 0.11.8 0.11.8

Staleness Report: 4.1.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyter-lsp 2.3.1 2.3.1
${\color{red}boto3}$ 1.42.91 1.42.97
jupyter-scheduler 2.12.0 2.12.0
amazon_sagemaker_sql_editor 0.2.4 0.2.4
sagemaker-jupyterlab-extension-common 0.4.2 0.4.2
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.6
pip 26.0.1 26.0.1
jinja2 3.1.6 3.1.6
ipython 8.37.0 8.37.0
uvicorn 0.46.0 0.46.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
autogluon 1.5.0 1.5.0
${\color{red}pytorch}$ 2.8.0 2.10.0
ipywidgets 8.1.8 8.1.8
jupyterlab 4.5.6 4.5.6
pandas 2.3.3 2.3.3
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
notebook 7.5.5 7.5.5
aws-glue-sessions 1.0.9 1.0.9
matplotlib-base 3.10.9 3.10.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
numpy 1.26.4 1.26.4
altair 6.1.0 6.1.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
fastapi 0.136.1 0.136.1
mcp 1.27.0 1.27.0
${\color{red}scipy}$ 1.16.3 1.17.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
jupyter-ai 3.0.0 3.0.0
${\color{red}torchvision}$ 0.24.0 0.26.0
jupyterlab-git 0.52.0 0.52.0
keras 3.14.0 3.14.0
langchain 0.3.27 0.3.27
jupyter-server-proxy 4.5.0 4.5.0
langchain-openai 0.3.35 0.3.35
langchain-aws 0.2.35 0.2.35
jupyter-dash 0.4.2 0.4.2
mlflow 3.11.1 3.11.1
py-xgboost-cpu 2.1.4 2.1.4
python-lsp-server 1.14.0 1.14.0
pyhive 0.7.0 0.7.0
s3fs 2026.3.0 2026.3.0
docker-cli 29.4.1 29.4.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
conda 26.3.2 26.3.2
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.16
sagemaker-jupyterlab-extension 0.5.7 0.5.7
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.3.0 0.3.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio 1.1.14 1.1.14
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.9
sagemaker-studio-analytics-extension 0.3.0 0.3.0
strands-agents 0.3.0 0.3.0
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.19
sagemaker-code-editor 1.9.5 1.9.5
strands-agents-mcp-server 0.1.2 0.1.2
tensorflow 2.19.1 2.19.1
uv 0.11.8 0.11.8

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-gpu:9.85 GB 4.0.0-gpu:9.94 GB -0.09 GB Smaller 0.9% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.1.0-cpu:3.53 GB 4.0.0-cpu:3.64 GB -0.10 GB Smaller 2.85% Smaller

Error searching for package pyside6 after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'pyside6==6.9.2', '--json']' returned non-zero exit status 1.

Python Package Size Report (GPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.21GB 4.28GB -76.49MB -1.74

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.30.3.1 285.62MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB
libllvm21 21.1.0 42.31MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.65MB, accounts for 0.22% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
nccl 2.30.3.1 2.29.3.1 6.34MB 2.27
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
uv 0.11.8 0.11.4 36.43KB 0.2
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonschema-path 0.4.6 - 26.32KB -
jsonref 1.1.0 - 25.68KB -
ncurses 6.6 6.5 23.93KB 2.74
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
redshift_connector 2.1.10 2.1.5 12.60KB 12.28
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
plum-dispatch 2.9.0 2.8.0 691.00B 1.62
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.12 1.3.10 -116.27KB -62.25
gitpython 3.1.48 3.1.46 -123.68KB -44.25
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

Python Package Size Report (CPU)

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.68GB 1.75GB -73.08MB -4.08

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.5.0 174.32MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.5 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 30.76MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.8 18.18MB
amazon_sagemaker_sql_editor 0.2.4 17.81MB
nodejs 20.19.6 16.50MB
scipy 1.16.3 16.42MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.65MB, accounts for 0.56% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
sqlglot 28.10.1 - 5.48MB -
deltalake 1.5.0 1.3.2 1.36MB 0.79
virtualenv 21.3.0 21.2.0 501.99KB 11.06
fastmcp 3.2.4 - 477.89KB -
docutils 0.22.4 - 427.74KB -
fastar 0.11.0 - 416.38KB -
xorg-libxt 1.3.1 - 400.30KB -
dnspython 2.8.0 2.7.0 341.04KB 202.17
jupyter_server_documents 0.2.0 - 217.88KB -
py-key-value-aio 0.4.4 - 194.22KB -
cyclopts 4.11.0 - 162.93KB -
jupyterlab-chat 0.21.1 - 156.39KB -
snowflake-connector-python 3.17.4 3.13.2 152.63KB 15.85
authlib 1.7.0 - 151.72KB -
more-itertools 11.0.2 - 141.63KB -
jupyter-ai-acp-client 0.1.3 - 123.53KB -
griffelib 2.0.2 - 114.37KB -
opensearch-py 2.5.0 - 114.04KB -
botocore 1.42.91 1.42.70 101.05KB 1.23
xorg-libxmu 1.3.1 - 88.18KB -
cryptography 46.0.7 44.0.3 87.63KB 5.74
caio 0.9.25 - 84.06KB -
openapi-pydantic 0.5.1 - 70.42KB -
libpng 1.6.58 1.6.56 67.77KB 27.94
keyring 25.7.0 - 66.52KB -
google-api-core 2.29.0 2.30.2 63.15KB 61.48
jupyter-ai-chat-commands 0.0.4 - 60.46KB -
jupyter-ai-persona-manager 0.0.11 - 56.47KB -
backports.tarfile 1.2.0 - 55.44KB -
agent-client-protocol 0.9.0 - 53.47KB -
joserfc 1.6.4 - 52.12KB -
amazon_sagemaker_sql_editor 0.2.4 0.2.1 48.83KB 0.27
pathable 0.5.0 - 43.65KB -
jupyter-ai-router 0.0.4 - 42.27KB -
sagemaker-studio 1.1.14 1.1.8 39.41KB 11.58
jeepney 0.9.0 - 39.08KB -
onemkl-license 2025.3.1 - 38.90KB -
jupyterlab-commands-toolkit 0.1.5 - 37.34KB -
google-cloud-bigquery-core 3.41.0 3.18.0 36.73KB 24.05
uv 0.11.8 0.11.4 36.43KB 0.2
jupyterlab-eventlistener 0.4.0 - 34.06KB -
jupyterlab-notebook-awareness 0.2.0 - 33.96KB -
jupyter-ai-tools 0.5.1 - 30.35KB -
secretstorage 3.4.1 - 27.20KB -
rich-rst 1.3.2 - 26.48KB -
jsonschema-path 0.4.6 - 26.32KB -
jsonref 1.1.0 - 25.68KB -
ncurses 6.6 6.5 23.93KB 2.74
python-duckdb 1.5.2 1.5.1 23.23KB 0.14
xsel 1.2.1 - 22.74KB -
xclip 0.13 - 22.46KB -
opentelemetry-sdk 1.41.0 1.40.0 22.43KB 25.14
pyperclip 1.11.0 - 21.75KB -
sagemaker-studio-dataengineering-extensions 1.3.9 1.3.8 20.72KB 1.41
jaraco.functools 4.4.0 - 20.56KB -
aiofile 3.9.0 - 19.65KB -
jupyter-server-mcp 0.1.2 - 18.60KB -
jaraco.classes 3.4.0 - 17.69KB -
databricks-sdk 0.105.0 0.102.0 16.73KB 3.25
langsmith 0.7.37 0.7.26 16.25KB 6.59
jaraco.context 6.1.2 - 15.84KB -
uncalled-for 0.3.1 - 15.23KB -
redshift_connector 2.1.10 2.1.5 12.60KB 12.28
matplotlib 3.10.9 3.10.8 10.71KB 159.16
python-json-logger 3.2.1 2.0.7 8.41KB 53.03
filelock 3.29.0 3.25.2 8.17KB 32.37
python-multipart 0.0.27 0.0.24 7.43KB 25.26
greenlet 3.5.0 3.3.2 6.89KB 3.05
awswrangler 3.16.0 3.15.1 5.64KB 2.56
google-api-core-grpc 2.29.0 - 5.25KB -
fastcore 1.12.43 1.12.34 4.67KB 4.84
libsqlite 3.53.0 3.52.0 4.10KB 0.44
backports 1.0 - 3.94KB -
sagemaker-mlflow 0.3.0 0.2.0 3.17KB 16.13
pydantic-settings 2.14.0 2.13.1 3.09KB 6.42
apsw 3.53.0.0 3.52.0.0 3.05KB 0.26
thrift 0.23.0 0.22.0 3.02KB 2.08
docker-cli 29.4.1 29.4.0 1.94KB 0.02
narwhals 2.20.0 2.19.0 1.75KB 0.64
sagemaker-jupyterlab-extension-common 0.4.2 0.3.3 1.75KB 0.7
sse-starlette 3.4.1 3.3.4 1.75KB 8.95
sagemaker-code-editor 1.9.5 1.9.4 1.34KB 0.0
reproc-cpp 14.2.7.post0 14.2.5.post0 1011.00B 3.94
sagemaker-train 1.9.0 1.7.1 1005.00B 0.57
amzn-sagemaker-aiops-jupyterlab-extension 1.0.6 1.0.5 903.00B 2.88
opentelemetry-instrumentation 0.62b0 0.61b0 840.00B 2.41
plum-dispatch 2.9.0 2.8.0 691.00B 1.62
uvicorn 0.46.0 0.44.0 664.00B 1.22
boto3 1.42.91 1.42.70 636.00B 0.75
lcms2 2.19 2.18 627.00B 0.25
reproc 14.2.7.post0 14.2.5.post0 625.00B 1.83
conda 26.3.2 26.3.1 553.00B 0.06
sagemaker-studio-dataengineering-sessions 1.3.19 1.3.18 480.00B 0.22
opentelemetry-semantic-conventions 0.62b0 0.61b0 453.00B 0.36
smart_open 7.6.0 7.5.1 355.00B 0.62
sagemaker-gen-ai-jupyterlab-extension 1.0.16 1.0.15 345.00B 0.39
typer 0.25.0 0.24.1 337.00B 0.29
conda-libmamba-solver 26.4.0 26.3.0 320.00B 0.56
gdown 6.0.0 5.2.1 299.00B 1.33
aiobotocore 3.5.0 3.3.0 273.00B 0.33
liblzma 5.8.3 5.8.2 271.00B 0.24
opentelemetry-api 1.41.0 1.40.0 262.00B 0.54
libsolv 0.7.37 0.7.36 205.00B 0.04
sagemaker-serve 1.9.0 1.7.1 148.00B 0.1
opentelemetry-exporter-prometheus 0.62b0 0.61b0 125.00B 0.54
libjpeg-turbo 3.1.4.1 3.1.2 121.00B 0.02
jupyter_ydoc 3.4.1 3.4.0 115.00B 0.1
sagemaker-core 2.9.0 2.7.1 109.00B 0.01
uvicorn-standard 0.46.0 0.44.0 52.00B 1.25
sagemaker-jupyterlab-extension 0.5.7 0.5.4 51.00B 0.01
duckdb 1.5.2 1.5.1 48.00B 0.61
google-auth 2.49.2 2.49.1 45.00B 0.03
opentelemetry-instrumentation-threading 0.62b0 0.61b0 42.00B 0.23
fastapi 0.136.1 0.135.3 26.00B 0.54
rich 14.3.4 14.3.3 8.00B 0.0
opentelemetry-proto 1.41.1 1.40.0 -14.00B -0.03
fastapi-core 0.136.1 0.135.3 -18.00B -0.02
smart-open 7.6.0 7.5.1 -57.00B -1.15
python-fasthtml 0.13.4 0.13.3 -82.00B -0.11
importlib_resources 7.1.0 6.5.2 -119.00B -0.18
python-tzdata 2026.2 2026.1 -676.00B -0.46
fonttools 4.62.1 4.62.0 -2.67KB -0.11
zipp 3.23.1 3.23.0 -3.77KB -13.62
py-spy 0.4.2 0.4.1 -4.06KB -0.24
numba 0.65.1 0.65.0 -9.13KB -0.21
llvm-openmp 22.1.4 22.1.2 -13.05KB -0.22
jupyter_events 0.12.1 0.12.0 -13.70KB -36.89
ca-certificates 2026.4.22 2026.2.25 -15.96KB -11.06
certifi 2026.4.22 2026.02.25 -16.17KB -10.89
pathspec 1.1.1 1.0.4 -19.82KB -26.41
wheel 0.47.0 0.46.3 -21.20KB -39.33
platformdirs 4.9.6 4.9.4 -21.78KB -46.31
pyopenssl 25.3.0 24.3.0 -29.11KB -24.3
param 2.3.3 2.3.2 -36.22KB -17.01
pydantic-core 2.46.3 2.41.5 -39.35KB -2.08
prometheus_client 0.25.0 0.24.1 -76.42KB -57.81
skops 0.14 0.13.0 -83.86KB -45.11
s3transfer 0.16.1 0.16.0 -110.98KB -62.84
mako 1.3.12 1.3.10 -116.27KB -62.25
gitpython 3.1.48 3.1.46 -123.68KB -44.25
idna 3.13 3.11 -138.46KB -70.6
altair 6.1.0 6.0.0 -211.77KB -27.6
jupyter-ai 3.0.0 2.31.7 -237.27KB -90.54
matplotlib-base 3.10.9 3.10.8 -245.00KB -3.29
pydantic 2.13.3 2.12.5 -550.56KB -61.94

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Python Package Dependency Report

Target Image Version: 4.1.0 | Base Image Version: 4.0.0

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-H90kIAaKOLeW
  • Commit ID: 36e3eed
  • Result: FAILED
  • Build Logs (available for 30 days)

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@TRNWWZ TRNWWZ merged commit 32a897e into main Apr 29, 2026
4 of 6 checks passed
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5 participants