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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 11, 2025 23:51
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: b478104
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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Staleness Report: 2.6.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.32
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
${\color{red}sagemaker-studio-dataengineering-extensions}$ 1.0.8 1.0.9
${\color{red}sagemaker-studio-dataengineering-sessions}$ 1.0.6 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

Staleness Report: 2.6.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.32
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
${\color{red}sagemaker-studio-dataengineering-extensions}$ 1.0.8 1.0.9
${\color{red}sagemaker-studio-dataengineering-sessions}$ 1.0.6 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-gpu:4.28 GB 2.5.0-gpu:6.66 GB -2.38 GB Smaller 35.69% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-cpu:2.14 GB 2.5.0-cpu:2.17 GB -0.02 GB Smaller 1.13% Smaller

Python Package Size Report (GPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
2.49GB 3.85GB -1.36GB -35.32

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcublas 12.5.3.2 240.05MB
nccl 2.26.2.1 171.89MB
tensorflow-base 2.18.0 151.09MB
libcufft 11.2.3.61 148.63MB
libxgboost 2.1.4 128.62MB
libcusparse 12.5.1.3 119.08MB
mkl 2024.2.2 118.94MB
libnpp 12.3.0.159 94.79MB
libcusolver 11.6.3.83 79.26MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
gcc_impl_linux-64 13.3.0 63.68MB
libtorch 2.6.0 51.85MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 41.72MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB

Python Package Size Delta

The total size of newly introduced Python packages is 32.93MB, accounts for 1.29% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
imagecodecs 2024.12.30 - 2.00MB -
libjxl 0.11.1 - 1.44MB -
libhwy 1.1.0 - 1.06MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
libopentelemetry-cpp 1.18.0 - 783.13KB -
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
dav1d 1.2.1 - 742.41KB -
pyarrow-core 19.0.1 17.0.0 602.54KB 13.29
libheif 1.19.7 - 582.73KB -
scikit-image 0.24.0 0.20.0 484.50KB 4.61
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
libarrow 19.0.1 17.0.0 298.85KB 3.6
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
black 25.1.0 - 168.63KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.11.3 - 119.87KB -
zlib-ng 2.2.4 - 106.30KB -
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
pathspec 0.12.1 - 40.11KB -
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
libparquet 19.0.1 17.0.0 35.11KB 3.03
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
lz4-c 1.10.0 1.9.4 23.10KB 16.49
aiohttp 3.10.5 3.9.5 22.38KB 2.83
aws-c-http 0.9.4 0.8.10 20.53KB 10.64
libarrow-dataset 19.0.1 17.0.0 20.14KB 3.52
multidict 6.3.2 6.2.0 19.71KB 29.94
aiohappyeyeballs 2.6.1 - 19.29KB -
aws-c-mqtt 0.12.2 0.10.7 17.52KB 9.16
libarrow-acero 19.0.1 17.0.0 16.92KB 2.85
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
libgoogle-cloud 2.36.0 2.29.0 15.25KB 1.26
aws-c-io 0.17.0 0.14.19 15.23KB 9.82
aws-c-s3 0.7.13 0.6.7 15.10KB 13.62
ray-default 2.40.0 2.37.0 14.17KB 0.72
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
textwrap3 0.9.2 - 11.83KB -
ansiwrap 0.8.4 - 9.32KB -
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
tensorflow-estimator 2.18.0 2.17.0 4.56KB 0.65
tensorflow 2.18.0 2.17.0 4.24KB 10.72
libgoogle-cloud-storage 2.36.0 2.29.0 4.21KB 0.55
ray-tune 2.40.0 2.37.0 3.96KB 8.32
aws-c-event-stream 0.5.4 0.4.3 3.25KB 6.18
aws-c-cal 0.8.7 0.7.4 2.95KB 6.4
aws-c-sdkutils 0.2.3 0.1.19 2.88KB 5.27
aws-c-compression 0.3.1 0.2.19 2.72KB 14.67
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
aws-c-auth 0.8.6 0.7.31 2.54KB 2.42
aws-checksums 0.2.3 0.1.20 2.41KB 3.39
libutf8proc 2.10.0 2.8.0 1.85KB 2.34
narwhals 1.34.1 1.33.0 1.73KB 0.93
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
sentencepiece-spm 0.2.0 0.1.99 1.12KB 1.31
langchain 0.3.23 0.3.22 1.05KB 0.25
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
json5 0.12.0 0.11.0 304.00B 0.9
s2n 1.5.14 1.5.5 293.00B 0.08
typing-extensions 4.13.2 4.13.0 269.00B 0.3
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
papermill 2.5.0 2.6.0 5.00B 0.01
tensorboard 2.18.0 2.17.1 -20.00B -0.0
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
pyarrow 19.0.1 17.0.0 -331.00B -1.29
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
memray 1.17.1 1.15.0 -839.00B -0.11
aws-c-common 0.12.0 0.9.29 -849.00B -0.36
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
tf-keras 2.18.0 2.17.0 -2.66KB -0.3
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
sentencepiece 0.2.0 0.1.99 -11.22KB -37.11
libsentencepiece 0.2.0 0.1.99 -11.96KB -1.47
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
yarl 1.9.4 1.18.3 -30.86KB -20.56
libarrow-substrait 19.0.1 17.0.0 -42.17KB -7.84
libglib 2.84.1 2.84.0 -49.78KB -1.27
grpcio 1.67.1 1.62.2 -139.75KB -13.64
sentencepiece-python 0.2.0 0.1.99 -146.86KB -6.01
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43
pytorch 2.6.0 2.4.1 -6.92MB -20.22
torchvision 0.21.0 0.19.1 -9.90MB -87.68
mkl 2024.2.2 2023.2.0 -37.87MB -24.15
tensorflow-base 2.18.0 2.17.0 -218.06MB -59.07
libtorch 2.6.0 2.4.1 -439.69MB -89.45

Python Package Size Report (CPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.15GB 1.17GB -17.73MB -1.48

Top-20 Largest Python Packages

Package Version in the Target Image Size
tensorflow-base 2.18.0 151.09MB
mkl 2024.2.2 118.94MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
libtorch 2.6.0 51.85MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB
llvmlite 0.44.0 28.64MB
pytorch 2.6.0 27.32MB
panel 1.6.2 20.89MB
pandoc 3.6.4 20.34MB
amazon_sagemaker_sql_editor 0.1.16 17.13MB
scipy 1.15.2 16.40MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.97MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
onnxruntime 1.20.1 11.69MB
icu 75.1 11.57MB

Python Package Size Delta

The total size of newly introduced Python packages is 32.93MB, accounts for 2.8% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
libtorch 2.6.0 2.4.1 2.44MB 4.95
imagecodecs 2024.12.30 - 2.00MB -
tensorflow-base 2.18.0 2.17.0 1.49MB 1.0
libjxl 0.11.1 - 1.44MB -
libhwy 1.1.0 - 1.06MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
libopentelemetry-cpp 1.18.0 - 783.13KB -
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
dav1d 1.2.1 - 742.41KB -
libheif 1.19.7 - 582.73KB -
scikit-image 0.24.0 0.20.0 484.50KB 4.61
libarrow 19.0.1 17.0.0 475.01KB 5.73
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
black 25.1.0 - 168.63KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.11.3 - 119.87KB -
zlib-ng 2.2.4 - 106.30KB -
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
pyarrow-core 19.0.1 17.0.0 81.90KB 1.81
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
libparquet 19.0.1 17.0.0 64.73KB 5.59
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
pathspec 0.12.1 - 40.11KB -
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
libarrow-acero 19.0.1 17.0.0 33.98KB 5.72
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
libarrow-dataset 19.0.1 17.0.0 24.37KB 4.27
lz4-c 1.10.0 1.9.4 23.10KB 16.49
aiohttp 3.10.5 3.9.5 22.38KB 2.83
aws-c-http 0.9.4 0.8.10 20.53KB 10.64
multidict 6.3.2 6.2.0 19.71KB 29.94
aiohappyeyeballs 2.6.1 - 19.29KB -
aws-c-mqtt 0.12.2 0.10.7 17.52KB 9.16
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
libgoogle-cloud 2.36.0 2.29.0 15.25KB 1.26
aws-c-io 0.17.0 0.14.19 15.23KB 9.82
aws-c-s3 0.7.13 0.6.7 15.10KB 13.62
ray-default 2.40.0 2.37.0 14.17KB 0.72
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
textwrap3 0.9.2 - 11.83KB -
ansiwrap 0.8.4 - 9.32KB -
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
tensorflow 2.18.0 2.17.0 4.42KB 11.21
libgoogle-cloud-storage 2.36.0 2.29.0 4.21KB 0.55
ray-tune 2.40.0 2.37.0 3.96KB 8.32
aws-c-event-stream 0.5.4 0.4.3 3.25KB 6.18
aws-c-cal 0.8.7 0.7.4 2.95KB 6.4
aws-c-sdkutils 0.2.3 0.1.19 2.88KB 5.27
aws-c-compression 0.3.1 0.2.19 2.72KB 14.67
tensorflow-estimator 2.18.0 2.17.0 2.70KB 0.39
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
aws-c-auth 0.8.6 0.7.31 2.54KB 2.42
aws-checksums 0.2.3 0.1.20 2.41KB 3.39
libutf8proc 2.10.0 2.8.0 1.85KB 2.34
narwhals 1.34.1 1.33.0 1.73KB 0.93
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
sentencepiece-spm 0.2.0 0.1.99 1.12KB 1.31
langchain 0.3.23 0.3.22 1.05KB 0.25
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
json5 0.12.0 0.11.0 304.00B 0.9
s2n 1.5.14 1.5.5 293.00B 0.08
typing-extensions 4.13.2 4.13.0 269.00B 0.3
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
papermill 2.5.0 2.6.0 5.00B 0.01
tensorboard 2.18.0 2.17.1 -20.00B -0.0
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
pyarrow 19.0.1 17.0.0 -331.00B -1.29
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
memray 1.17.1 1.15.0 -839.00B -0.11
aws-c-common 0.12.0 0.9.29 -849.00B -0.36
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
tf-keras 2.18.0 2.17.0 -2.66KB -0.3
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
sentencepiece 0.2.0 0.1.99 -11.22KB -37.11
libsentencepiece 0.2.0 0.1.99 -11.96KB -1.47
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
libarrow-substrait 19.0.1 17.0.0 -23.59KB -4.38
yarl 1.9.4 1.18.3 -30.86KB -20.56
libglib 2.84.1 2.84.0 -49.78KB -1.27
grpcio 1.67.1 1.62.2 -139.75KB -13.64
sentencepiece-python 0.2.0 0.1.99 -146.86KB -6.01
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43
pytorch 2.6.0 2.4.1 -6.91MB -20.18
torchvision 0.21.0 0.19.1 -8.65MB -86.15
mkl 2024.2.2 2023.2.0 -37.87MB -24.15

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Python Package Dependency Report

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 0022966
  • Result: FAILED
  • Build Logs (available for 30 days)

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

@aws-tianquaw aws-tianquaw reopened this Apr 12, 2025
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Staleness Report: 2.6.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
${\color{red}pytorch}$ 2.4.1 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.33
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.17.0 2.18.0
${\color{red}tf-keras}$ 2.17.0 2.18.0

Staleness Report: 2.6.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.33
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-gpu:6.66 GB 2.5.0-gpu:6.66 GB 0.00 GB Larger 0.04% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-cpu:2.14 GB 2.5.0-cpu:2.17 GB -0.02 GB Smaller 1.13% Smaller

Python Package Size Report (GPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.85GB 3.85GB 319.32KB 0.01

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.4.1 491.62MB
cudnn 9.8.0.87 467.52MB
tensorflow-base 2.17.0 367.42MB
libcublas 12.5.3.2 240.05MB
libmagma 2.8.0 238.80MB
nccl 2.26.2.1 171.89MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libxgboost 2.1.4 128.62MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libcusolver 11.6.3.83 79.26MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
gcc_impl_linux-64 13.3.0 63.68MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 41.72MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB

Python Package Size Delta

The total size of newly introduced Python packages is 0.00B, accounts for 0.0% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
ray-core 2.40.0 2.37.0 439.12KB 1.52
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
openssl 3.5.0 3.4.1 178.09KB 6.2
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
libarrow 18.0.0 17.0.0 73.02KB 0.88
liblzma-devel 5.8.1 5.6.4 60.64KB 16.39
protobuf 5.27.5 4.25.3 59.45KB 15.26
libprotobuf 5.27.5 4.25.3 55.84KB 1.98
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
multidict 6.3.2 6.2.0 19.71KB 29.94
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
ray-default 2.40.0 2.37.0 14.79KB 0.75
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
libgpg-error 1.53 1.51 8.72KB 3.32
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
libarrow-dataset 18.0.0 17.0.0 7.10KB 1.24
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
xz-tools 5.8.1 5.6.4 6.17KB 7.04
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
ray-tune 2.40.0 2.37.0 3.96KB 8.32
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.6 2.71KB 1.71
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
opentelemetry-semantic-conventions 0.53b0 0.52b1 2.56KB 2.73
narwhals 1.34.1 1.33.0 1.73KB 0.93
s2n 1.5.6 1.5.5 1.46KB 0.42
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
langchain 0.3.23 0.3.22 1.05KB 0.25
aws-c-io 0.15.0 0.14.19 971.00B 0.61
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
libgoogle-cloud-storage 2.30.0 2.29.0 614.00B 0.08
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
aws-c-cal 0.8.0 0.7.4 478.00B 1.01
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
xz 5.8.1 5.6.4 382.00B 1.63
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
xz-gpl-tools 5.8.1 5.6.4 337.00B 1.01
aws-c-auth 0.8.0 0.7.31 334.00B 0.31
json5 0.12.0 0.11.0 304.00B 0.9
typing-extensions 4.13.2 4.13.0 269.00B 0.3
opentelemetry-sdk 1.32.0 1.31.1 224.00B 0.29
aws-c-sdkutils 0.2.0 0.1.19 195.00B 0.35
opentelemetry-api 1.32.0 1.31.1 180.00B 0.4
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
aws-c-compression 0.3.0 0.2.19 92.00B 0.48
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
aws-c-s3 0.7.0 0.6.7 -172.00B -0.15
aws-c-event-stream 0.5.0 0.4.3 -195.00B -0.36
aws-checksums 0.2.0 0.1.20 -204.00B -0.28
pyarrow 18.0.0 17.0.0 -434.00B -1.69
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
aws-c-http 0.9.0 0.8.10 -836.00B -0.42
sentencepiece-spm 0.2.0 0.1.99 -1.01KB -1.18
aws-c-common 0.9.31 0.9.29 -1.33KB -0.58
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
aws-c-mqtt 0.11.0 0.10.7 -1.70KB -0.89
pytz 2024.2 2024.1 -2.59KB -1.4
aws-crt-cpp 0.29.0 0.28.3 -2.97KB -0.87
libparquet 18.0.0 17.0.0 -2.99KB -0.26
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
libarrow-acero 18.0.0 17.0.0 -3.74KB -0.63
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
libsentencepiece 0.2.0 0.1.99 -12.29KB -1.51
sentencepiece 0.2.0 0.1.99 -13.68KB -45.23
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
pyarrow-core 18.0.0 17.0.0 -36.35KB -0.8
libarrow-substrait 18.0.0 17.0.0 -38.74KB -7.2
libgoogle-cloud 2.30.0 2.29.0 -40.58KB -3.35
libglib 2.84.1 2.84.0 -49.78KB -1.27
libgrpc 1.65.5 1.62.2 -84.90KB -1.19
sentencepiece-python 0.2.0 0.1.99 -126.78KB -5.19
grpcio 1.65.5 1.62.2 -142.25KB -13.88
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43

Python Package Size Report (CPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.15GB 1.17GB -17.52MB -1.47

Top-20 Largest Python Packages

Package Version in the Target Image Size
tensorflow-base 2.18.0 151.09MB
mkl 2024.2.2 118.94MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
libtorch 2.6.0 51.85MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB
llvmlite 0.44.0 28.64MB
pytorch 2.6.0 27.32MB
panel 1.6.2 20.89MB
pandoc 3.6.4 20.34MB
amazon_sagemaker_sql_editor 0.1.16 17.13MB
scipy 1.15.2 16.40MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.96MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
onnxruntime 1.20.1 11.69MB
icu 75.1 11.57MB

Python Package Size Delta

The total size of newly introduced Python packages is 32.95MB, accounts for 2.8% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
libtorch 2.6.0 2.4.1 2.44MB 4.95
imagecodecs 2024.12.30 - 2.00MB -
tensorflow-base 2.18.0 2.17.0 1.49MB 1.0
libjxl 0.11.1 - 1.44MB -
libhwy 1.1.0 - 1.06MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
libopentelemetry-cpp 1.18.0 - 783.13KB -
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
dav1d 1.2.1 - 742.41KB -
libheif 1.19.7 - 582.73KB -
scikit-image 0.24.0 0.20.0 484.50KB 4.61
libarrow 19.0.1 17.0.0 475.01KB 5.73
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
black 25.1.0 - 168.63KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.12.0 - 132.72KB -
zlib-ng 2.2.4 - 106.30KB -
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
pyarrow-core 19.0.1 17.0.0 81.90KB 1.81
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
libparquet 19.0.1 17.0.0 64.73KB 5.59
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
pathspec 0.12.1 - 40.11KB -
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
libarrow-acero 19.0.1 17.0.0 33.98KB 5.72
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
libarrow-dataset 19.0.1 17.0.0 24.37KB 4.27
lz4-c 1.10.0 1.9.4 23.10KB 16.49
aiohttp 3.10.5 3.9.5 22.38KB 2.83
aws-c-http 0.9.4 0.8.10 20.53KB 10.64
multidict 6.3.2 6.2.0 19.71KB 29.94
aiohappyeyeballs 2.6.1 - 19.29KB -
aws-c-mqtt 0.12.2 0.10.7 17.52KB 9.16
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
libgoogle-cloud 2.36.0 2.29.0 15.25KB 1.26
aws-c-io 0.17.0 0.14.19 15.23KB 9.82
aws-c-s3 0.7.13 0.6.7 15.10KB 13.62
ray-default 2.40.0 2.37.0 14.17KB 0.72
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
textwrap3 0.9.2 - 11.83KB -
ansiwrap 0.8.4 - 9.32KB -
libgpg-error 1.53 1.51 8.72KB 3.32
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
tensorflow 2.18.0 2.17.0 4.42KB 11.21
libgoogle-cloud-storage 2.36.0 2.29.0 4.21KB 0.55
ray-tune 2.40.0 2.37.0 3.96KB 8.32
aws-c-event-stream 0.5.4 0.4.3 3.25KB 6.18
aws-c-cal 0.8.7 0.7.4 2.95KB 6.4
aws-c-sdkutils 0.2.3 0.1.19 2.88KB 5.27
aws-c-compression 0.3.1 0.2.19 2.72KB 14.67
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.6 2.71KB 1.71
tensorflow-estimator 2.18.0 2.17.0 2.70KB 0.39
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
opentelemetry-semantic-conventions 0.53b0 0.52b1 2.56KB 2.73
aws-c-auth 0.8.6 0.7.31 2.54KB 2.42
aws-checksums 0.2.3 0.1.20 2.41KB 3.39
libutf8proc 2.10.0 2.8.0 1.85KB 2.34
narwhals 1.34.1 1.33.0 1.73KB 0.93
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
sentencepiece-spm 0.2.0 0.1.99 1.12KB 1.31
langchain 0.3.23 0.3.22 1.05KB 0.25
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
json5 0.12.0 0.11.0 304.00B 0.9
s2n 1.5.14 1.5.5 293.00B 0.08
typing-extensions 4.13.2 4.13.0 269.00B 0.3
opentelemetry-sdk 1.32.0 1.31.1 224.00B 0.29
opentelemetry-api 1.32.0 1.31.1 180.00B 0.4
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
papermill 2.5.0 2.6.0 5.00B 0.01
tensorboard 2.18.0 2.17.1 -20.00B -0.0
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
pyarrow 19.0.1 17.0.0 -331.00B -1.29
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
memray 1.17.1 1.15.0 -839.00B -0.11
aws-c-common 0.12.0 0.9.29 -849.00B -0.36
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
pytz 2024.2 2024.1 -2.59KB -1.4
tf-keras 2.18.0 2.17.0 -2.66KB -0.3
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
sentencepiece 0.2.0 0.1.99 -11.22KB -37.11
libsentencepiece 0.2.0 0.1.99 -11.96KB -1.47
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
libarrow-substrait 19.0.1 17.0.0 -23.59KB -4.38
yarl 1.9.4 1.18.3 -30.86KB -20.56
libglib 2.84.1 2.84.0 -49.78KB -1.27
grpcio 1.67.1 1.62.2 -139.75KB -13.64
sentencepiece-python 0.2.0 0.1.99 -146.86KB -6.01
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43
pytorch 2.6.0 2.4.1 -6.91MB -20.18
torchvision 0.21.0 0.19.1 -8.65MB -86.15
mkl 2024.2.2 2023.2.0 -37.87MB -24.15

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Python Package Dependency Report

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: ec41d97
  • Result: FAILED
  • Build Logs (available for 30 days)

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

@aws-tianquaw aws-tianquaw reopened this Apr 13, 2025
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 9d793fa
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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Staleness Report: 2.6.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
${\color{red}pytorch}$ 2.4.1 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.33
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.17.0 2.18.0
${\color{red}tf-keras}$ 2.17.0 2.18.0

Staleness Report: 2.6.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.33
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.0 4.4.0
amazon-q-developer-jupyterlab-ext 3.4.7 3.4.7
langchain 0.3.23 0.3.23
jupyter-ai 2.31.2 2.31.2
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 1.2.2
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
langchain-aws 0.2.19 0.2.19
mlflow 2.21.3 2.21.3
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.1 2.243.1
sagemaker-studio 1.0.11 1.0.11
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-gpu:6.66 GB 2.5.0-gpu:6.66 GB 0.00 GB Larger 0.04% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-cpu:2.15 GB 2.5.0-cpu:2.17 GB -0.02 GB Smaller 0.94% Smaller

Python Package Size Report (GPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.85GB 3.85GB 320.46KB 0.01

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.4.1 491.62MB
cudnn 9.8.0.87 467.52MB
tensorflow-base 2.17.0 367.42MB
libcublas 12.5.3.2 240.05MB
libmagma 2.8.0 238.80MB
nccl 2.26.2.1 171.89MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libxgboost 2.1.4 128.62MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libcusolver 11.6.3.83 79.26MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
gcc_impl_linux-64 13.3.0 63.68MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 41.72MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB

Python Package Size Delta

The total size of newly introduced Python packages is 0.00B, accounts for 0.0% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
ray-core 2.40.0 2.37.0 439.12KB 1.52
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
openssl 3.5.0 3.4.1 178.09KB 6.2
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
libarrow 18.0.0 17.0.0 73.02KB 0.88
liblzma-devel 5.8.1 5.6.4 60.64KB 16.39
protobuf 5.27.5 4.25.3 59.45KB 15.26
libprotobuf 5.27.5 4.25.3 55.84KB 1.98
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
multidict 6.3.2 6.2.0 19.71KB 29.94
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
ray-default 2.40.0 2.37.0 14.79KB 0.75
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
libgpg-error 1.53 1.51 8.72KB 3.32
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
libarrow-dataset 18.0.0 17.0.0 7.10KB 1.24
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
xz-tools 5.8.1 5.6.4 6.17KB 7.04
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
ray-tune 2.40.0 2.37.0 3.96KB 8.32
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.6 2.71KB 1.71
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
opentelemetry-semantic-conventions 0.53b0 0.52b1 2.56KB 2.73
narwhals 1.34.1 1.33.0 1.73KB 0.93
s2n 1.5.6 1.5.5 1.46KB 0.42
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
propcache 0.3.1 0.2.1 1.14KB 2.2
langchain 0.3.23 0.3.22 1.05KB 0.25
aws-c-io 0.15.0 0.14.19 971.00B 0.61
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
libgoogle-cloud-storage 2.30.0 2.29.0 614.00B 0.08
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
aws-c-cal 0.8.0 0.7.4 478.00B 1.01
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
xz 5.8.1 5.6.4 382.00B 1.63
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
xz-gpl-tools 5.8.1 5.6.4 337.00B 1.01
aws-c-auth 0.8.0 0.7.31 334.00B 0.31
json5 0.12.0 0.11.0 304.00B 0.9
typing-extensions 4.13.2 4.13.0 269.00B 0.3
opentelemetry-sdk 1.32.0 1.31.1 224.00B 0.29
aws-c-sdkutils 0.2.0 0.1.19 195.00B 0.35
opentelemetry-api 1.32.0 1.31.1 180.00B 0.4
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
aws-c-compression 0.3.0 0.2.19 92.00B 0.48
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
aws-c-s3 0.7.0 0.6.7 -172.00B -0.15
aws-c-event-stream 0.5.0 0.4.3 -195.00B -0.36
aws-checksums 0.2.0 0.1.20 -204.00B -0.28
pyarrow 18.0.0 17.0.0 -434.00B -1.69
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
aws-c-http 0.9.0 0.8.10 -836.00B -0.42
sentencepiece-spm 0.2.0 0.1.99 -1.01KB -1.18
aws-c-common 0.9.31 0.9.29 -1.33KB -0.58
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
aws-c-mqtt 0.11.0 0.10.7 -1.70KB -0.89
pytz 2024.2 2024.1 -2.59KB -1.4
aws-crt-cpp 0.29.0 0.28.3 -2.97KB -0.87
libparquet 18.0.0 17.0.0 -2.99KB -0.26
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
libarrow-acero 18.0.0 17.0.0 -3.74KB -0.63
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
libsentencepiece 0.2.0 0.1.99 -12.29KB -1.51
sentencepiece 0.2.0 0.1.99 -13.68KB -45.23
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
pyarrow-core 18.0.0 17.0.0 -36.35KB -0.8
libarrow-substrait 18.0.0 17.0.0 -38.74KB -7.2
libgoogle-cloud 2.30.0 2.29.0 -40.58KB -3.35
libglib 2.84.1 2.84.0 -49.78KB -1.27
libgrpc 1.65.5 1.62.2 -84.90KB -1.19
sentencepiece-python 0.2.0 0.1.99 -126.78KB -5.19
grpcio 1.65.5 1.62.2 -142.25KB -13.88
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43

Python Package Size Report (CPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.15GB 1.17GB -17.53MB -1.47

Top-20 Largest Python Packages

Package Version in the Target Image Size
tensorflow-base 2.18.0 151.09MB
mkl 2024.2.2 118.94MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.2 74.95MB
libtorch 2.6.0 51.85MB
sagemaker-code-editor 1.5.0 41.36MB
pillow 11.1.0 40.08MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB
llvmlite 0.44.0 28.64MB
pytorch 2.6.0 27.32MB
panel 1.6.2 20.89MB
pandoc 3.6.4 20.34MB
amazon_sagemaker_sql_editor 0.1.16 17.13MB
scipy 1.15.2 16.40MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.96MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
onnxruntime 1.20.1 11.69MB
icu 75.1 11.57MB

Python Package Size Delta

The total size of newly introduced Python packages is 32.95MB, accounts for 2.8% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
libtorch 2.6.0 2.4.1 2.44MB 4.95
imagecodecs 2024.12.30 - 2.00MB -
tensorflow-base 2.18.0 2.17.0 1.49MB 1.0
libjxl 0.11.1 - 1.44MB -
libhwy 1.1.0 - 1.06MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
libopentelemetry-cpp 1.18.0 - 783.13KB -
notebook 7.4.0 7.3.3 750.54KB 7.92
jupyterlab 4.4.0 4.3.6 742.87KB 9.96
dav1d 1.2.1 - 742.41KB -
libheif 1.19.7 - 582.73KB -
scikit-image 0.24.0 0.20.0 484.50KB 4.61
libarrow 19.0.1 17.0.0 475.01KB 5.73
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
harfbuzz 11.0.1 11.0.0 301.88KB 17.97
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
black 25.1.0 - 168.63KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.12.0 - 132.72KB -
zlib-ng 2.2.4 - 106.30KB -
transformers 4.51.1 4.50.0 89.38KB 2.56
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
pyarrow-core 19.0.1 17.0.0 81.90KB 1.81
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
libparquet 19.0.1 17.0.0 64.73KB 5.59
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
pathspec 0.12.1 - 40.11KB -
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
libarrow-acero 19.0.1 17.0.0 33.98KB 5.72
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
libarrow-dataset 19.0.1 17.0.0 24.37KB 4.27
lz4-c 1.10.0 1.9.4 23.10KB 16.49
aiohttp 3.10.5 3.9.5 22.38KB 2.83
aws-c-http 0.9.4 0.8.10 20.53KB 10.64
multidict 6.3.2 6.2.0 19.71KB 29.94
aiohappyeyeballs 2.6.1 - 19.29KB -
aws-c-mqtt 0.12.2 0.10.7 17.52KB 9.16
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
libgoogle-cloud 2.36.0 2.29.0 15.25KB 1.26
aws-c-io 0.17.0 0.14.19 15.23KB 9.82
aws-c-s3 0.7.13 0.6.7 15.10KB 13.62
ray-default 2.40.0 2.37.0 14.17KB 0.72
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
textwrap3 0.9.2 - 11.83KB -
ansiwrap 0.8.4 - 9.32KB -
libgpg-error 1.53 1.51 8.72KB 3.32
setuptools 78.1.0 75.8.2 8.61KB 1.13
libthrift 0.21.0 0.20.0 8.17KB 2.01
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
pycrdt 0.12.12 0.12.11 5.22KB 0.67
tensorflow 2.18.0 2.17.0 4.42KB 11.21
libgoogle-cloud-storage 2.36.0 2.29.0 4.21KB 0.55
ray-tune 2.40.0 2.37.0 3.96KB 8.32
aws-c-event-stream 0.5.4 0.4.3 3.25KB 6.18
aws-c-cal 0.8.7 0.7.4 2.95KB 6.4
aws-c-sdkutils 0.2.3 0.1.19 2.88KB 5.27
aws-c-compression 0.3.1 0.2.19 2.72KB 14.67
sagemaker-studio-dataengineering-sessions 1.0.7 1.0.6 2.71KB 1.71
tensorflow-estimator 2.18.0 2.17.0 2.70KB 0.39
ipython 8.35.0 8.34.0 2.64KB 0.43
libsolv 0.7.31 0.7.30 2.62KB 0.57
opentelemetry-semantic-conventions 0.53b0 0.52b1 2.56KB 2.73
aws-c-auth 0.8.6 0.7.31 2.54KB 2.42
aws-checksums 0.2.3 0.1.20 2.41KB 3.39
libutf8proc 2.10.0 2.8.0 1.85KB 2.34
narwhals 1.34.1 1.33.0 1.73KB 0.93
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
sagemaker-studio 1.0.11 1.0.9 1.21KB 0.76
sentencepiece-spm 0.2.0 0.1.99 1.12KB 1.31
langchain 0.3.23 0.3.22 1.05KB 0.25
sagemaker-python-sdk 2.243.1 2.243.0 866.00B 0.11
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
lxml 5.3.2 5.3.1 577.00B 0.04
mako 1.3.10 1.3.9 559.00B 0.83
pydantic 2.11.3 2.11.2 465.00B 0.15
pylint 3.3.6 3.3.5 430.00B 0.11
ipywidgets 8.1.6 8.1.5 390.00B 0.34
jupyter-ai 2.31.2 2.31.1 364.00B 0.15
json5 0.12.0 0.11.0 304.00B 0.9
s2n 1.5.14 1.5.5 293.00B 0.08
typing-extensions 4.13.2 4.13.0 269.00B 0.3
opentelemetry-sdk 1.32.0 1.31.1 224.00B 0.29
opentelemetry-api 1.32.0 1.31.1 180.00B 0.4
re2 2024.07.02 2023.09.01 169.00B 0.63
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
jupyter-ai-magics 2.31.2 2.31.1 51.00B 0.14
papermill 2.5.0 2.6.0 5.00B 0.01
tensorboard 2.18.0 2.17.1 -20.00B -0.0
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
pyarrow 19.0.1 17.0.0 -331.00B -1.29
langchain-core 0.3.51 0.3.50 -453.00B -0.16
glib-tools 2.84.1 2.84.0 -731.00B -0.62
memray 1.17.1 1.15.0 -839.00B -0.11
aws-c-common 0.12.0 0.9.29 -849.00B -0.36
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
pytz 2024.2 2024.1 -2.59KB -1.4
tf-keras 2.18.0 2.17.0 -2.66KB -0.3
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
sentencepiece 0.2.0 0.1.99 -11.22KB -37.11
libsentencepiece 0.2.0 0.1.99 -11.96KB -1.47
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
libarrow-substrait 19.0.1 17.0.0 -23.59KB -4.38
yarl 1.9.4 1.18.3 -30.86KB -20.56
libglib 2.84.1 2.84.0 -49.78KB -1.27
grpcio 1.67.1 1.62.2 -139.75KB -13.64
sentencepiece-python 0.2.0 0.1.99 -146.86KB -6.01
sagemaker-code-editor 1.5.0 1.4.2 -240.49KB -0.56
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43
pytorch 2.6.0 2.4.1 -6.91MB -20.18
torchvision 0.21.0 0.19.1 -8.65MB -86.15
mkl 2024.2.2 2023.2.0 -37.87MB -24.15

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Python Package Dependency Report

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: c42e1e6
  • Result: FAILED
  • Build Logs (available for 30 days)

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

@aws-tianquaw aws-tianquaw reopened this Apr 14, 2025
@aws-tianquaw aws-tianquaw reopened this Apr 23, 2025
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 02551d1
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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Staleness Report: 2.6.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
${\color{red}pytorch}$ 2.4.1 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.38
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.1 4.4.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
langchain 0.3.24 0.3.24
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.4
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.2 0.34.2
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
${\color{red}langchain-aws}$ 0.2.19 0.2.21
mlflow 2.21.3 2.21.3
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.2 2.243.2
sagemaker-studio 1.0.13 1.0.13
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.10
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.17.0 2.18.0
${\color{red}tf-keras}$ 2.17.0 2.18.0

Staleness Report: 2.6.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.37.38
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.1 4.4.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
langchain 0.3.24 0.3.24
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.4
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.0 7.4.0
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.2 0.34.2
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
${\color{red}langchain-aws}$ 0.2.19 0.2.21
mlflow 2.21.3 2.21.3
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.0 0.4.0
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.2 2.243.2
sagemaker-studio 1.0.13 1.0.13
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.10
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-gpu:6.67 GB 2.5.0-gpu:6.66 GB 0.01 GB Larger 0.09% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-cpu:2.15 GB 2.5.0-cpu:2.17 GB -0.02 GB Smaller 0.82% Smaller

Python Package Size Report (GPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.85GB 3.85GB 1.01MB 0.03

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.4.1 491.62MB
cudnn 9.8.0.87 467.52MB
tensorflow-base 2.17.0 367.42MB
libcublas 12.5.3.2 240.05MB
libmagma 2.8.0 238.80MB
nccl 2.26.2.1 171.89MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libxgboost 2.1.4 128.62MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libcusolver 11.6.3.83 79.26MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 75.51MB
gcc_impl_linux-64 13.3.0 63.68MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.8 41.85MB
sagemaker-code-editor 1.5.0 41.48MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB

Python Package Size Delta

The total size of newly introduced Python packages is 0.00B, accounts for 0.0% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
jupyterlab 4.4.1 4.3.6 806.33KB 10.81
notebook 7.4.0 7.3.3 750.54KB 7.92
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.2 569.62KB 0.74
ray-core 2.40.0 2.37.0 439.12KB 1.52
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
openssl 3.5.0 3.4.1 178.09KB 6.2
catboost 1.2.8 1.2.7 129.27KB 0.3
coreforecast 0.0.16 0.0.12 88.69KB 57.04
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
transformers 4.51.3 4.50.0 75.54KB 2.16
libarrow 18.0.0 17.0.0 73.02KB 0.88
liblzma-devel 5.8.1 5.6.4 60.64KB 16.39
protobuf 5.27.5 4.25.3 59.45KB 15.26
libprotobuf 5.27.5 4.25.3 55.84KB 1.98
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
multidict 6.4.3 6.2.0 19.05KB 28.95
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
ray-default 2.40.0 2.37.0 14.79KB 0.75
narwhals 1.35.0 1.33.0 14.66KB 7.89
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
setuptools 79.0.0 75.8.2 9.78KB 1.29
libgpg-error 1.54 1.51 9.67KB 3.69
harfbuzz 11.1.0 11.0.0 8.92KB 0.53
libthrift 0.21.0 0.20.0 8.17KB 2.01
libarrow-dataset 18.0.0 17.0.0 7.10KB 1.24
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
xz-tools 5.8.1 5.6.4 6.17KB 7.04
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
dask-core 2025.4.0 2025.3.0 6.03KB 0.63
pydantic-settings 2.9.1 2.8.1 5.37KB 16.86
databricks-sdk 0.50.0 0.49.0 5.31KB 1.3
pycrdt 0.12.13 0.12.11 4.85KB 0.62
yarl 1.20.0 1.18.3 4.40KB 2.93
langchain-core 0.3.55 0.3.50 4.23KB 1.56
libsolv 0.7.32 0.7.30 4.10KB 0.89
ray-tune 2.40.0 2.37.0 3.96KB 8.32
starlette 0.46.2 0.46.1 3.91KB 6.87
optuna 4.3.0 4.2.1 3.50KB 1.53
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.6 2.82KB 1.78
ipython 8.35.0 8.34.0 2.64KB 0.43
opentelemetry-semantic-conventions 0.53b1 0.52b1 2.18KB 2.33
google-auth 2.39.0 2.38.0 1.80KB 1.59
markdown 3.8 3.6 1.64KB 2.15
s2n 1.5.6 1.5.5 1.46KB 0.42
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
propcache 0.3.1 0.2.1 1.14KB 2.2
googleapis-common-protos 1.70.0 1.69.2 1.13KB 0.82
beautifulsoup4 4.13.4 4.13.3 1.10KB 0.78
aws-c-io 0.15.0 0.14.19 971.00B 0.61
rsa 4.9.1 4.9 910.00B 2.95
dill 0.4.0 0.3.9 891.00B 0.99
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
multiprocess 0.70.18 0.70.17 653.00B 0.19
ppft 1.7.7 1.7.6.9 653.00B 1.91
libgoogle-cloud-storage 2.30.0 2.29.0 614.00B 0.08
lxml 5.3.2 5.3.1 577.00B 0.04
pox 0.3.6 0.3.5 572.00B 2.14
mako 1.3.10 1.3.9 559.00B 0.83
pycrdt-websocket 0.15.5 0.15.4 499.00B 1.95
aws-c-cal 0.8.0 0.7.4 478.00B 1.01
pydantic 2.11.3 2.11.2 465.00B 0.15
uvicorn-standard 0.34.2 0.34.0 458.00B 6.36
pathos 0.3.4 0.3.3 436.00B 0.82
pylint 3.3.6 3.3.5 430.00B 0.11
prompt_toolkit 3.0.51 3.0.50 417.00B 6.16
ipywidgets 8.1.6 8.1.5 390.00B 0.34
mlforecast 0.13.6 0.13.4 390.00B 0.68
xz 5.8.1 5.6.4 382.00B 1.63
uvicorn 0.34.2 0.34.0 342.00B 0.7
xz-gpl-tools 5.8.1 5.6.4 337.00B 1.01
aws-c-auth 0.8.0 0.7.31 334.00B 0.31
json5 0.12.0 0.11.0 304.00B 0.9
typing-extensions 4.13.2 4.13.0 269.00B 0.3
aws-c-sdkutils 0.2.0 0.1.19 195.00B 0.35
langchain 0.3.24 0.3.22 183.00B 0.04
re2 2024.07.02 2023.09.01 169.00B 0.63
contourpy 1.3.2 1.3.1 146.00B 0.05
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
sagemaker-studio 1.0.13 1.0.9 108.00B 0.07
aws-c-compression 0.3.0 0.2.19 92.00B 0.48
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
sagemaker-python-sdk 2.243.2 2.243.0 35.00B 0.0
opentelemetry-sdk 1.32.1 1.31.1 32.00B 0.04
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.7 25.00B 0.01
opentelemetry-api 1.32.1 1.31.1 12.00B 0.03
prompt-toolkit 3.0.51 3.0.50 -64.00B -0.02
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
aws-c-s3 0.7.0 0.6.7 -172.00B -0.15
aws-c-event-stream 0.5.0 0.4.3 -195.00B -0.36
aws-checksums 0.2.0 0.1.20 -204.00B -0.28
jupyter-ai-magics 2.30.0 2.31.1 -316.00B -0.87
pyarrow 18.0.0 17.0.0 -434.00B -1.69
distributed 2025.4.0 2025.3.0 -695.00B -0.09
glib-tools 2.84.1 2.84.0 -731.00B -0.62
aws-c-http 0.9.0 0.8.10 -836.00B -0.42
sentencepiece-spm 0.2.0 0.1.99 -1.01KB -1.18
jupyter-ai 2.30.0 2.31.1 -1.29KB -0.54
aws-c-common 0.9.31 0.9.29 -1.33KB -0.58
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
aws-c-mqtt 0.11.0 0.10.7 -1.70KB -0.89
pytz 2024.2 2024.1 -2.59KB -1.4
greenlet 3.2.0 3.1.1 -2.97KB -1.27
aws-crt-cpp 0.29.0 0.28.3 -2.97KB -0.87
libparquet 18.0.0 17.0.0 -2.99KB -0.26
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
libarrow-acero 18.0.0 17.0.0 -3.74KB -0.63
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
llvm-openmp 20.1.3 20.1.2 -10.96KB -0.35
libsentencepiece 0.2.0 0.1.99 -12.29KB -1.51
sentencepiece 0.2.0 0.1.99 -13.68KB -45.23
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
pyarrow-core 18.0.0 17.0.0 -36.35KB -0.8
libarrow-substrait 18.0.0 17.0.0 -38.74KB -7.2
libgoogle-cloud 2.30.0 2.29.0 -40.58KB -3.35
libglib 2.84.1 2.84.0 -49.78KB -1.27
libgrpc 1.65.5 1.62.2 -84.90KB -1.19
sagemaker-code-editor 1.5.0 1.4.2 -113.72KB -0.27
sentencepiece-python 0.2.0 0.1.99 -126.78KB -5.19
grpcio 1.65.5 1.62.2 -142.25KB -13.88
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43

Python Package Size Report (CPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.15GB 1.17GB -16.99MB -1.42

Top-20 Largest Python Packages

Package Version in the Target Image Size
tensorflow-base 2.18.0 151.09MB
mkl 2024.2.2 118.94MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 75.51MB
libtorch 2.6.0 51.85MB
sagemaker-code-editor 1.5.0 41.48MB
pillow 11.1.0 40.08MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB
llvmlite 0.44.0 28.64MB
pytorch 2.6.0 27.32MB
panel 1.6.2 20.89MB
pandoc 3.6.4 20.34MB
amazon_sagemaker_sql_editor 0.1.16 17.13MB
scipy 1.15.2 16.40MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.96MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
onnxruntime 1.20.1 11.69MB
icu 75.1 11.57MB

Python Package Size Delta

The total size of newly introduced Python packages is 33.28MB, accounts for 2.82% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
libtorch 2.6.0 2.4.1 2.44MB 4.95
imagecodecs 2024.12.30 - 2.00MB -
tensorflow-base 2.18.0 2.17.0 1.49MB 1.0
libjxl 0.11.1 - 1.43MB -
libhwy 1.2.0 - 1.27MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
jupyterlab 4.4.1 4.3.6 806.33KB 10.81
libopentelemetry-cpp 1.18.0 - 783.13KB -
notebook 7.4.0 7.3.3 750.54KB 7.92
dav1d 1.2.1 - 742.41KB -
libheif 1.19.7 - 582.73KB -
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.2 569.62KB 0.74
scikit-image 0.24.0 0.20.0 484.50KB 4.61
libarrow 19.0.1 17.0.0 475.01KB 5.73
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
libfreetype6 2.13.3 - 371.22KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.12.0 - 132.72KB -
zlib-ng 2.2.4 - 106.30KB -
coreforecast 0.0.16 0.0.12 88.69KB 57.04
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
pyarrow-core 19.0.1 17.0.0 81.90KB 1.81
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
transformers 4.51.3 4.50.0 75.54KB 2.16
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
libparquet 19.0.1 17.0.0 64.73KB 5.59
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
numba 0.61.2 0.61.0 40.86KB 0.7
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
libarrow-acero 19.0.1 17.0.0 33.98KB 5.72
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
libarrow-dataset 19.0.1 17.0.0 24.37KB 4.27
lz4-c 1.10.0 1.9.4 23.10KB 16.49
aws-c-http 0.9.4 0.8.10 20.53KB 10.64
multidict 6.4.3 6.2.0 19.05KB 28.95
aws-c-mqtt 0.12.2 0.10.7 17.52KB 9.16
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
libgoogle-cloud 2.36.0 2.29.0 15.25KB 1.26
aws-c-io 0.17.0 0.14.19 15.23KB 9.82
aws-c-s3 0.7.13 0.6.7 15.10KB 13.62
narwhals 1.35.0 1.33.0 14.66KB 7.89
ray-default 2.40.0 2.37.0 14.17KB 0.72
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
libjpeg-turbo 3.1.0 3.0.0 10.13KB 1.68
setuptools 79.0.0 75.8.2 9.78KB 1.29
libgpg-error 1.54 1.51 9.67KB 3.69
harfbuzz 11.1.0 11.0.0 8.92KB 0.53
libthrift 0.21.0 0.20.0 8.17KB 2.01
libfreetype 2.13.3 - 7.51KB -
pycrdt 0.12.15 0.12.11 6.89KB 0.89
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
dask-core 2025.4.0 2025.3.0 6.03KB 0.63
pydantic-settings 2.9.1 2.8.1 5.37KB 16.86
databricks-sdk 0.50.0 0.49.0 5.31KB 1.3
tensorflow 2.18.0 2.17.0 4.42KB 11.21
yarl 1.20.0 1.18.3 4.40KB 2.93
langchain-core 0.3.55 0.3.50 4.23KB 1.56
libgoogle-cloud-storage 2.36.0 2.29.0 4.21KB 0.55
libsolv 0.7.32 0.7.30 4.10KB 0.89
ray-tune 2.40.0 2.37.0 3.96KB 8.32
starlette 0.46.2 0.46.1 3.91KB 6.87
optuna 4.3.0 4.2.1 3.50KB 1.53
aws-c-event-stream 0.5.4 0.4.3 3.25KB 6.18
aws-c-cal 0.8.7 0.7.4 2.95KB 6.4
aws-c-sdkutils 0.2.3 0.1.19 2.88KB 5.27
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.6 2.82KB 1.78
aws-c-compression 0.3.1 0.2.19 2.72KB 14.67
tensorflow-estimator 2.18.0 2.17.0 2.70KB 0.39
ipython 8.35.0 8.34.0 2.64KB 0.43
aws-c-auth 0.8.6 0.7.31 2.54KB 2.42
aws-checksums 0.2.3 0.1.20 2.41KB 3.39
opentelemetry-semantic-conventions 0.53b1 0.52b1 2.18KB 2.33
libutf8proc 2.10.0 2.8.0 1.85KB 2.34
google-auth 2.39.0 2.38.0 1.80KB 1.59
markdown 3.8 3.6 1.64KB 2.15
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
langchain-community 0.3.21 0.3.20 1.22KB 0.1
propcache 0.3.1 0.2.1 1.14KB 2.2
googleapis-common-protos 1.70.0 1.69.2 1.13KB 0.82
sentencepiece-spm 0.2.0 0.1.99 1.12KB 1.31
beautifulsoup4 4.13.4 4.13.3 1.10KB 0.78
rsa 4.9.1 4.9 910.00B 2.95
dill 0.4.0 0.3.9 891.00B 0.99
textual 3.1.0 3.0.1 838.00B 0.18
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
multiprocess 0.70.18 0.70.17 653.00B 0.19
ppft 1.7.7 1.7.6.9 653.00B 1.91
lxml 5.3.2 5.3.1 577.00B 0.04
pox 0.3.6 0.3.5 572.00B 2.14
mako 1.3.10 1.3.9 559.00B 0.83
pycrdt-websocket 0.15.5 0.15.4 499.00B 1.95
pydantic 2.11.3 2.11.2 465.00B 0.15
uvicorn-standard 0.34.2 0.34.0 458.00B 6.36
pathos 0.3.4 0.3.3 436.00B 0.82
pylint 3.3.6 3.3.5 430.00B 0.11
prompt_toolkit 3.0.51 3.0.50 417.00B 6.16
ipywidgets 8.1.6 8.1.5 390.00B 0.34
mlforecast 0.13.6 0.13.4 390.00B 0.68
uvicorn 0.34.2 0.34.0 342.00B 0.7
json5 0.12.0 0.11.0 304.00B 0.9
s2n 1.5.14 1.5.5 293.00B 0.08
typing-extensions 4.13.2 4.13.0 269.00B 0.3
langchain 0.3.24 0.3.22 183.00B 0.04
re2 2024.07.02 2023.09.01 169.00B 0.63
contourpy 1.3.2 1.3.1 146.00B 0.05
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
sagemaker-studio 1.0.13 1.0.9 108.00B 0.07
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
sagemaker-python-sdk 2.243.2 2.243.0 35.00B 0.0
opentelemetry-sdk 1.32.1 1.31.1 32.00B 0.04
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.7 25.00B 0.01
opentelemetry-api 1.32.1 1.31.1 12.00B 0.03
tensorboard 2.18.0 2.17.1 -20.00B -0.0
prompt-toolkit 3.0.51 3.0.50 -64.00B -0.02
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
jupyter-ai-magics 2.30.0 2.31.1 -316.00B -0.87
pyarrow 19.0.1 17.0.0 -331.00B -1.29
distributed 2025.4.0 2025.3.0 -695.00B -0.09
glib-tools 2.84.1 2.84.0 -731.00B -0.62
memray 1.17.1 1.15.0 -839.00B -0.11
aws-c-common 0.12.0 0.9.29 -849.00B -0.36
jupyter-ai 2.30.0 2.31.1 -1.29KB -0.54
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
pytz 2024.2 2024.1 -2.59KB -1.4
tf-keras 2.18.0 2.17.0 -2.66KB -0.3
greenlet 3.2.0 3.1.1 -2.97KB -1.27
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
llvm-openmp 20.1.3 20.1.2 -10.96KB -0.35
sentencepiece 0.2.0 0.1.99 -11.22KB -37.11
libsentencepiece 0.2.0 0.1.99 -11.96KB -1.47
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
libarrow-substrait 19.0.1 17.0.0 -23.59KB -4.38
libglib 2.84.1 2.84.0 -49.78KB -1.27
sagemaker-code-editor 1.5.0 1.4.2 -113.72KB -0.27
grpcio 1.67.1 1.62.2 -139.75KB -13.64
sentencepiece-python 0.2.0 0.1.99 -146.86KB -6.01
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43
pytorch 2.6.0 2.4.1 -6.91MB -20.18
torchvision 0.21.0 0.19.1 -8.65MB -86.15
mkl 2024.2.2 2023.2.0 -37.87MB -24.15

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Python Package Dependency Report

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 39478ea
  • Result: FAILED
  • Build Logs (available for 30 days)

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@aws-tianquaw aws-tianquaw reopened this Apr 24, 2025
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: aa3d3a3
  • 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: aa3d3a3
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: aa3d3a3
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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Staleness Report: 2.6.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
${\color{red}pytorch}$ 2.4.1 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.38.2
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.1 4.4.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
langchain 0.3.24 0.3.24
jupyter-ai 2.31.4 2.31.4
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.4
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.1 7.4.1
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.2 0.34.2
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
${\color{red}langchain-aws}$ 0.2.19 0.2.22
mlflow 2.21.3 2.21.3
py-xgboost-gpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.2 0.4.2
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.2 2.243.2
sagemaker-studio 1.0.13 1.0.13
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.10
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.17.0 2.18.0
${\color{red}tf-keras}$ 2.17.0 2.18.0

Staleness Report: 2.6.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.6 3.1.6
pytorch 2.6.0 2.6.0
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.37.1 1.38.2
ipython 8.35.0 8.35.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.4.1 4.4.1
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
langchain 0.3.24 0.3.24
jupyter-ai 2.31.4 2.31.4
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.4
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.11 3.1.11
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.16 0.1.16
scipy 1.15.2 1.15.2
matplotlib-base 3.10.1 3.10.1
${\color{red}scikit-learn}$ 1.5.2 1.6.1
pip 24.3.1 24.3.1
torchvision 0.21.0 0.21.0
autogluon 1.2.0 1.2.0
ipywidgets 8.1.6 8.1.6
notebook 7.4.1 7.4.1
aws-glue-sessions 1.0.9 1.0.9
conda 24.11.3 24.11.3
docker-cli 27.5.1 27.5.1
uvicorn 0.34.2 0.34.2
fastapi 0.115.12 0.115.12
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.51.1 0.51.1
keras 3.9.0 3.9.0
${\color{red}langchain-aws}$ 0.2.19 0.2.22
mlflow 2.21.3 2.21.3
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.2 1.12.2
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.5.0 1.5.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.8 0.3.8
sagemaker-jupyterlab-extension 0.4.2 0.4.2
sagemaker-kernel-wrapper 0.0.5 0.0.5
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.243.2 2.243.2
sagemaker-studio 1.0.13 1.0.13
sagemaker-studio-analytics-extension 0.1.6 0.1.6
sagemaker-studio-cli 1.0.6 1.0.6
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.9
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.10
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.18.0 2.18.0
tf-keras 2.18.0 2.18.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-gpu:6.66 GB 2.5.0-gpu:6.66 GB 0.01 GB Larger 0.08% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.6.0-cpu:2.15 GB 2.5.0-cpu:2.17 GB -0.02 GB Smaller 0.84% Smaller

Python Package Size Report (GPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.85GB 3.85GB 571.17KB 0.01

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.4.1 491.62MB
cudnn 9.8.0.87 467.52MB
tensorflow-base 2.17.0 367.42MB
libcublas 12.5.3.2 240.05MB
libmagma 2.8.0 238.80MB
nccl 2.26.2.1 171.89MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libxgboost 2.1.4 128.62MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libcusolver 11.6.3.83 79.26MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 75.66MB
gcc_impl_linux-64 13.3.0 63.68MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.8 41.85MB
sagemaker-code-editor 1.5.0 41.48MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB

Python Package Size Delta

The total size of newly introduced Python packages is 378.74KB, accounts for 0.01% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
jupyterlab 4.4.1 4.3.6 806.33KB 10.81
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.2 722.38KB 0.94
notebook 7.4.1 7.3.3 721.67KB 7.61
ray-core 2.40.0 2.37.0 439.12KB 1.52
libfreetype6 2.13.3 - 371.22KB -
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
openssl 3.5.0 3.4.1 178.09KB 6.2
catboost 1.2.8 1.2.7 129.27KB 0.3
coreforecast 0.0.16 0.0.12 88.69KB 57.04
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
transformers 4.51.3 4.50.0 75.54KB 2.16
libarrow 18.0.0 17.0.0 73.02KB 0.88
liblzma-devel 5.8.1 5.6.4 60.64KB 16.39
protobuf 5.27.5 4.25.3 59.45KB 15.26
libprotobuf 5.27.5 4.25.3 55.84KB 1.98
libabseil 20240722.0 20240116.2 45.79KB 3.71
libgpg-error 1.55 1.51 42.43KB 16.17
numba 0.61.2 0.61.0 40.86KB 0.7
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
azure-identity-cpp 1.10.0 1.8.0 32.07KB 16.46
fonttools 4.57.0 4.56.0 30.80KB 1.09
azure-storage-blobs-cpp 12.13.0 12.12.0 25.61KB 5.01
multidict 6.4.3 6.2.0 19.05KB 28.95
narwhals 1.36.0 1.33.0 18.24KB 9.82
langchain-aws 0.2.19 0.2.10 16.09KB 23.56
ray-default 2.40.0 2.37.0 14.79KB 0.75
accelerate 1.5.2 0.34.2 13.37KB 6.34
azure-storage-files-datalake-cpp 12.12.0 12.11.0 12.57KB 4.69
libjpeg-turbo 3.1.0 3.0.0 10.13KB 1.68
setuptools 79.0.1 75.8.2 9.58KB 1.26
harfbuzz 11.1.0 11.0.0 8.92KB 0.53
libthrift 0.21.0 0.20.0 8.17KB 2.01
libfreetype 2.13.3 - 7.51KB -
libarrow-dataset 18.0.0 17.0.0 7.10KB 1.24
libsolv 0.7.32 0.7.30 7.09KB 1.54
pycrdt 0.12.15 0.12.11 6.89KB 0.89
azure-core-cpp 1.14.0 1.13.0 6.82KB 2.07
langchain-core 0.3.56 0.3.50 6.78KB 2.5
xz-tools 5.8.1 5.6.4 6.17KB 7.04
azure-storage-common-cpp 12.8.0 12.7.0 6.13KB 4.39
dask-core 2025.4.0 2025.3.0 6.03KB 0.63
pydantic-settings 2.9.1 2.8.1 5.37KB 16.86
databricks-sdk 0.50.0 0.49.0 5.31KB 1.3
langchain-community 0.3.22 0.3.20 5.11KB 0.42
yarl 1.20.0 1.18.3 4.40KB 2.93
ray-tune 2.40.0 2.37.0 3.96KB 8.32
starlette 0.46.2 0.46.1 3.91KB 6.87
optuna 4.3.0 4.2.1 3.50KB 1.53
jsonschema-specifications 2025.4.1 2024.10.1 2.93KB 18.54
sagemaker-studio-dataengineering-sessions 1.0.10 1.0.6 2.82KB 1.78
ipython 8.35.0 8.34.0 2.64KB 0.43
opentelemetry-semantic-conventions 0.53b1 0.52b1 2.18KB 2.33
google-auth 2.39.0 2.38.0 1.80KB 1.59
markdown 3.8 3.6 1.64KB 2.15
s2n 1.5.6 1.5.5 1.46KB 0.42
liblzma 5.8.1 5.6.4 1.32KB 1.21
pytest-cov 6.1.1 6.0.0 1.28KB 4.99
executing 2.2.0 2.1.0 1.27KB 4.6
propcache 0.3.1 0.2.1 1.14KB 2.2
googleapis-common-protos 1.70.0 1.69.2 1.13KB 0.82
beautifulsoup4 4.13.4 4.13.3 1.10KB 0.78
aws-c-io 0.15.0 0.14.19 971.00B 0.61
rsa 4.9.1 4.9 910.00B 2.95
dill 0.4.0 0.3.9 891.00B 0.99
xyzservices 2025.4.0 2025.1.0 836.00B 1.72
langchain 0.3.24 0.3.22 833.00B 0.19
c-ares 1.34.5 1.34.4 799.00B 0.39
cpython 3.11.12 3.11.11 772.00B 1.65
jupyterlab_widgets 3.0.14 3.0.13 744.00B 0.4
jupyter-ai 2.31.4 2.31.1 732.00B 0.3
multiprocess 0.70.18 0.70.17 653.00B 0.19
ppft 1.7.7 1.7.6.9 653.00B 1.91
libgoogle-cloud-storage 2.30.0 2.29.0 614.00B 0.08
textual 3.1.1 3.0.1 608.00B 0.13
pox 0.3.6 0.3.5 572.00B 2.14
mako 1.3.10 1.3.9 559.00B 0.83
namex 0.0.9 0.0.8 548.00B 4.84
pycrdt-websocket 0.15.5 0.15.4 499.00B 1.95
aws-c-cal 0.8.0 0.7.4 478.00B 1.01
pydantic 2.11.3 2.11.2 465.00B 0.15
uvicorn-standard 0.34.2 0.34.0 458.00B 6.36
sagemaker-jupyterlab-extension-common 0.2.1 0.2.0 439.00B 0.19
pathos 0.3.4 0.3.3 436.00B 0.82
pylint 3.3.6 3.3.5 430.00B 0.11
prompt_toolkit 3.0.51 3.0.50 417.00B 6.16
ipywidgets 8.1.6 8.1.5 390.00B 0.34
mlforecast 0.13.6 0.13.4 390.00B 0.68
xz 5.8.1 5.6.4 382.00B 1.63
uvicorn 0.34.2 0.34.0 342.00B 0.7
xz-gpl-tools 5.8.1 5.6.4 337.00B 1.01
aws-c-auth 0.8.0 0.7.31 334.00B 0.31
json5 0.12.0 0.11.0 304.00B 0.9
pyathena 3.13.0 3.12.2 284.00B 0.51
typing-extensions 4.13.2 4.13.0 269.00B 0.3
aws-c-sdkutils 0.2.0 0.1.19 195.00B 0.35
re2 2024.07.02 2023.09.01 169.00B 0.63
contourpy 1.3.2 1.3.1 146.00B 0.05
lightning-utilities 0.14.3 0.14.2 139.00B 0.47
typing_extensions 4.13.2 4.13.0 112.00B 0.22
sagemaker-studio 1.0.13 1.0.9 108.00B 0.07
aws-c-compression 0.3.0 0.2.19 92.00B 0.48
huggingface_hub 0.30.2 0.30.1 55.00B 0.02
sagemaker-python-sdk 2.243.2 2.243.0 35.00B 0.0
opentelemetry-sdk 1.32.1 1.31.1 32.00B 0.04
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.7 25.00B 0.01
opentelemetry-api 1.32.1 1.31.1 12.00B 0.03
jupyter-ai-magics 2.31.4 2.31.1 -30.00B -0.08
prompt-toolkit 3.0.51 3.0.50 -64.00B -0.02
gluonts 0.16.1 0.16.0 -83.00B -0.02
langchain-text-splitters 0.3.8 0.3.7 -97.00B -0.3
aws-c-s3 0.7.0 0.6.7 -172.00B -0.15
aws-c-event-stream 0.5.0 0.4.3 -195.00B -0.36
aws-checksums 0.2.0 0.1.20 -204.00B -0.28
gmpy2 2.2.1 2.1.5 -227.00B -0.11
pyarrow 18.0.0 17.0.0 -434.00B -1.69
distributed 2025.4.0 2025.3.0 -695.00B -0.09
glib-tools 2.84.1 2.84.0 -731.00B -0.62
lxml 5.4.0 5.3.1 -792.00B -0.06
aws-c-http 0.9.0 0.8.10 -836.00B -0.42
sentencepiece-spm 0.2.0 0.1.99 -1.01KB -1.18
greenlet 3.2.1 3.1.1 -1.22KB -0.52
aws-c-common 0.9.31 0.9.29 -1.33KB -0.58
sagemaker-core 1.0.29 1.0.27 -1.42KB -0.56
aws-c-mqtt 0.11.0 0.10.7 -1.70KB -0.89
pytz 2024.2 2024.1 -2.59KB -1.4
aws-crt-cpp 0.29.0 0.28.3 -2.97KB -0.87
libparquet 18.0.0 17.0.0 -2.99KB -0.26
pyzmq 26.4.0 26.3.0 -3.18KB -0.83
libarrow-acero 18.0.0 17.0.0 -3.74KB -0.63
widgetsnbextension 4.0.14 4.0.13 -8.90KB -1.01
llvm-openmp 20.1.3 20.1.2 -10.96KB -0.35
libsentencepiece 0.2.0 0.1.99 -12.29KB -1.51
sentencepiece 0.2.0 0.1.99 -13.68KB -45.23
libre2-11 2024.07.02 2023.09.01 -22.28KB -9.81
pyarrow-core 18.0.0 17.0.0 -36.35KB -0.8
libarrow-substrait 18.0.0 17.0.0 -38.74KB -7.2
libgoogle-cloud 2.30.0 2.29.0 -40.58KB -3.35
libglib 2.84.1 2.84.0 -49.78KB -1.27
libgrpc 1.65.5 1.62.2 -84.90KB -1.19
sagemaker-code-editor 1.5.0 1.4.2 -113.72KB -0.27
sentencepiece-python 0.2.0 0.1.99 -126.78KB -5.19
grpcio 1.65.5 1.62.2 -142.25KB -13.88
sagemaker-jupyterlab-extension 0.4.2 0.4.0 -577.79KB -62.15
jupyterlab-git 0.51.1 0.50.2 -585.80KB -66.43

Python Package Size Report (CPU)

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.15GB 1.17GB -17.38MB -1.45

Top-20 Largest Python Packages

Package Version in the Target Image Size
tensorflow-base 2.18.0 151.09MB
mkl 2024.2.2 118.94MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 75.66MB
libtorch 2.6.0 51.85MB
sagemaker-code-editor 1.5.0 41.48MB
pillow 11.1.0 40.08MB
python 3.11.11 29.21MB
ray-core 2.40.0 29.19MB
llvmlite 0.44.0 28.64MB
pytorch 2.6.0 27.32MB
panel 1.6.2 20.89MB
pandoc 3.6.4 20.34MB
amazon_sagemaker_sql_editor 0.1.16 17.13MB
scipy 1.15.2 16.40MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.96MB
rav1e 0.6.6 14.71MB
statsmodels 0.14.4 11.72MB
onnxruntime 1.20.1 11.69MB
icu 75.1 11.57MB

Python Package Size Delta

The total size of newly introduced Python packages is 33.28MB, accounts for 2.82% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
rav1e 0.6.6 - 14.71MB -
x265 3.5 - 3.20MB -
svt-av1 3.0.2 - 2.62MB -
aom 3.9.1 - 2.58MB -
libtorch 2.6.0 2.4.1 2.44MB 4.95
imagecodecs 2024.12.30 - 2.00MB -
tensorflow-base 2.18.0 2.17.0 1.49MB 1.0
libjxl 0.11.1 - 1.43MB -
libhwy 1.2.0 - 1.27MB -
ray-core 2.40.0 2.37.0 954.40KB 3.3
libgrpc 1.67.1 1.62.2 854.82KB 11.96
jupyterlab 4.4.1 4.3.6 806.33KB 10.81
libopentelemetry-cpp 1.18.0 - 783.13KB -
dav1d 1.2.1 - 742.41KB -
amazon-sagemaker-jupyter-ai-q-developer 1.2.4 1.2.2 722.38KB 0.94
notebook 7.4.1 7.3.3 721.67KB 7.61
libheif 1.19.7 - 582.73KB -
scikit-image 0.24.0 0.20.0 484.50KB 4.61
libarrow 19.0.1 17.0.0 475.01KB 5.73
aws-sdk-cpp 1.11.510 1.11.407 458.64KB 16.02
libde265 1.0.15 - 402.16KB -
libfreetype6 2.13.3 - 371.22KB -
c-blosc2 2.15.2 - 333.79KB -
libopentelemetry-cpp-headers 1.18.0 - 312.85KB -
zfp 1.0.1 - 272.58KB -
jxrlib 1.1 - 233.50KB -
brunsli 0.1 - 200.08KB -
sagemaker-studio-dataengineering-extensions 1.0.9 1.0.8 198.60KB 13.32
prometheus-cpp 1.3.0 - 194.87KB -
pybind11 2.13.6 - 182.01KB -
openssl 3.5.0 3.4.1 178.09KB 6.2
pybind11-global 2.13.6 - 174.94KB -
libzopfli 1.0.3 - 164.13KB -
orc 2.1.1 2.0.2 163.83KB 15.73
charls 2.4.2 - 146.75KB -
libavif16 1.2.1 - 135.35KB -
nlohmann_json 3.12.0 - 132.72KB -
zlib-ng 2.2.4 - 106.30KB -
coreforecast 0.0.16 0.0.12 88.69KB 57.04
amazon_sagemaker_sql_editor 0.1.16 0.1.15 85.26KB 0.49
pyarrow-core 19.0.1 17.0.0 81.90KB 1.81
libprotobuf 5.28.3 4.25.3 75.90KB 2.7
transformers 4.51.3 4.50.0 75.54KB 2.16
flatbuffers 24.12.23 24.3.25 73.28KB 5.14
protobuf 5.28.3 4.25.3 70.82KB 18.18
tifffile 2025.3.30 2020.6.3 67.69KB 62.34
libparquet 19.0.1 17.0.0 64.73KB 5.59
torchvision-extra-decoders 0.0.2 - 64.21KB -
blosc 1.21.6 - 47.29KB -
libabseil 20240722.0 20240116.2 45.79KB 3.71
libgpg-error 1.55 1.51 42.43KB 16.17
numba 0.61.2 0.61.0 40.86KB 0.7
aws-crt-cpp 0.31.0 0.28.3 39.63KB 11.61
optree 0.15.0 0.14.1 34.99KB 9.37
debugpy 1.8.14 1.8.13 34.14KB 1.37
libarrow-acero 19.0.1 17.0.0 33.98KB 5.72
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torchvision 0.21.0 0.19.1 -8.65MB -86.15
mkl 2024.2.2 2023.2.0 -37.87MB -24.15

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Python Package Dependency Report

Target Image Version: 2.6.0 | Base Image Version: 2.5.0

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

Image Type: (GPU)

Package Version in the Target Image Dependencies

Image Type: (CPU)

Package Version in the Target Image Dependencies

@aws-tianquaw aws-tianquaw reopened this Apr 25, 2025
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 8a879de
  • Result: FAILED
  • Build Logs (available for 30 days)

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@aws-tianquaw aws-tianquaw reopened this Apr 25, 2025
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@sagemaker-distribution-bot @aws-tianquaw @jiawqian-aws @sdharani91 @mndeshmu97