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release: v2.3.0 #542

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@github-actions github-actions bot commented Jan 6, 2025

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

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

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: d2de086
  • 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: 2.3.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.35.92
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.17 0.3.14
jupyter-ai 2.28.4 2.28.4
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.0 1.15.0
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.0
sentencepiece 0.2.0 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.12 1.5.12
conda 24.11.2 24.11.2
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.3.1 27.3.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.7.0 3.7.0
${\color{red}langchain-aws}$ 0.1.18 0.2.10
mlflow 2.19.0 2.19.0
py-xgboost-gpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.4 0.3.4
sagemaker-jupyterlab-extension 0.3.2 0.3.2
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.228.0 2.228.0
sagemaker-studio-analytics-extension 0.1.2 0.1.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

Staleness Report: 2.3.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.35.92
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.17 0.3.14
jupyter-ai 2.28.4 2.28.4
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.0 1.15.0
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.0
sentencepiece 0.2.0 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.7 1.0.7
libmamba 1.5.12 1.5.12
conda 24.11.2 24.11.2
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.3.1 27.3.1
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.7.0 3.7.0
${\color{red}langchain-aws}$ 0.1.18 0.2.10
mlflow 2.19.0 2.19.0
py-xgboost-cpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.4 0.3.4
sagemaker-jupyterlab-extension 0.3.2 0.3.2
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
sagemaker-python-sdk 2.228.0 2.228.0
sagemaker-studio-analytics-extension 0.1.2 0.1.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-gpu:4.96 GB 2.2.1-gpu:6.26 GB -1.30 GB Smaller 20.76% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-cpu:2.14 GB 2.2.1-cpu:2.02 GB 0.13 GB Larger 6.28% Larger

Python Package Size Report (GPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
2.90GB 3.63GB -739.17MB -19.91

Top-20 Largest Python Packages

Package Version in the Target Image Size
cudnn 9.3.0.75 383.19MB
tensorflow-base 2.17.0 369.15MB
libcublas 12.5.3.2 240.05MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
libcusparse 12.5.1.3 119.08MB
nccl 2.23.4.1 118.82MB
libnpp 12.3.0.159 94.79MB
libxgboost 2.1.3 93.38MB
libcusolver 11.6.3.83 79.26MB
gcc_impl_linux-64 13.3.0 64.34MB
libtorch 2.4.1 49.40MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB

Python Package Size Delta

The total size of newly introduced Python packages is 7.66MB, accounts for 0.26% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
liblightgbm 4.5.0 - 6.76MB -
notebook 7.3.2 7.2.2 4.92MB 132.09
pytorch 2.4.1 2.3.1 2.47MB 7.79
torchvision 0.19.1 0.18.1 2.24MB 28.74
scipy 1.15.0 1.14.1 1.61MB 9.55
docker-cli 27.3.1 27.1.1 1.07MB 14.66
transformers 4.47.1 4.38.2 595.86KB 19.87
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
statsforecast 1.7.8 1.4.0 354.04KB 456.39
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
optuna 4.1.0 - 216.40KB -
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
triad 0.9.8 - 57.97KB -
pandoc 3.6.1 3.6 54.43KB 0.26
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
altair 5.5.0 5.4.1 28.23KB 6.23
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.0 0.4.5 21.21KB 5.39
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
narwhals 1.21.0 1.17.0 18.59KB 13.33
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.2 24.9.2 11.82KB 1.02
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
llvm-openmp 19.1.6 19.1.5 9.46KB 0.3
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
databricks-sdk 0.40.0 0.39.0 3.33KB 0.89
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
jupyter-ai 2.28.4 2.28.3 1.73KB 0.23
jinja2 3.1.5 3.1.4 1.56KB 1.44
orjson 3.10.13 3.10.12 1.41KB 0.47
ipython 8.31.0 8.29.0 1.37KB 0.23
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
nbconvert-core 7.16.5 7.16.4 812.00B 0.43
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
astroid 3.3.8 3.3.6 687.00B 0.13
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
sagemaker-jupyterlab-extension-common 0.1.31 0.1.30 167.00B 0.07
nbclient 0.10.2 0.10.1 167.00B 0.6
jupyter-ai-magics 2.28.4 2.28.3 156.00B 0.44
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
virtualenv 20.28.1 20.28.0 112.00B 0.0
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
nbconvert-pandoc 7.16.5 7.16.4 85.00B 1.04
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
nbconvert 7.16.5 7.16.4 67.00B 0.82
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
libdeflate 1.23 1.22 13.00B 0.02
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
debugpy 1.8.11 1.8.10 -140.00B -0.01
marshmallow 3.23.3 3.23.1 -220.00B -0.24
ruamel.yaml 0.18.8 0.18.6 -268.00B -0.1
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
uvicorn 0.34.0 0.32.1 -697.00B -1.41
sentencepiece-spm 0.2.0 0.1.99 -1.68KB -1.96
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.8 0.10.9.7 -2.72KB -1.5
harfbuzz 10.1.0 9.0.0 -3.06KB -0.2
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
libsentencepiece 0.2.0 0.1.99 -11.46KB -1.4
sentencepiece 0.2.0 0.1.99 -13.70KB -45.31
pydantic 2.10.4 2.10.3 -20.00KB -6.46
nodejs 20.18.1 20.18.0 -44.59KB -0.27
sentencepiece-python 0.2.0 0.1.99 -59.43KB -2.43
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.7.0 3.6.0 -210.32KB -23.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52
cudnn 9.3.0.75 8.9.7.29 -63.38MB -14.19
libtorch 2.4.1 2.3.1 -432.43MB -89.75

Python Package Size Report (CPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.09GB 1.10GB -13.56MB -1.2

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2023.2.0 156.82MB
tensorflow-base 2.17.0 149.59MB
libtorch 2.4.1 49.40MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB
python 3.11.11 29.21MB
ray-core 2.37.0 28.26MB
pandoc 3.6.1 20.31MB
scipy 1.15.0 18.52MB
amazon_sagemaker_sql_editor 0.1.14 17.18MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.97MB
statsmodels 0.14.4 11.72MB
icu 75.1 11.57MB
scikit-image 0.20.0 10.26MB
scikit-learn 1.5.2 10.11MB
torchvision 0.19.1 10.03MB

Python Package Size Delta

The total size of newly introduced Python packages is 6.59MB, accounts for 0.59% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
notebook 7.3.2 7.2.2 4.92MB 132.09
liblightgbm 4.5.0 - 2.85MB -
libboost 1.84.0 - 2.70MB -
scipy 1.15.0 1.14.1 1.61MB 9.55
docker-cli 27.3.1 27.1.1 1.07MB 14.66
transformers 4.47.1 4.38.2 595.86KB 19.87
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
statsforecast 1.7.8 1.4.0 354.04KB 456.39
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
optuna 4.1.0 - 216.40KB -
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
ocl-icd 2.3.2 - 92.71KB -
triad 0.9.8 - 57.97KB -
pandoc 3.6.1 3.6 54.43KB 0.26
opencl-headers 2024.10.24 - 52.79KB -
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
altair 5.5.0 5.4.1 28.23KB 6.23
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.0 0.4.5 21.21KB 5.39
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
narwhals 1.21.0 1.17.0 18.59KB 13.33
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.2 24.9.2 11.82KB 1.02
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
llvm-openmp 19.1.6 19.1.5 9.46KB 0.3
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
databricks-sdk 0.40.0 0.39.0 3.33KB 0.89
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
jupyter-ai 2.28.4 2.28.3 1.73KB 0.23
jinja2 3.1.5 3.1.4 1.56KB 1.44
orjson 3.10.13 3.10.12 1.41KB 0.47
ipython 8.31.0 8.29.0 1.37KB 0.23
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
nbconvert-core 7.16.5 7.16.4 812.00B 0.43
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
astroid 3.3.8 3.3.6 687.00B 0.13
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
sagemaker-jupyterlab-extension-common 0.1.31 0.1.30 167.00B 0.07
nbclient 0.10.2 0.10.1 167.00B 0.6
jupyter-ai-magics 2.28.4 2.28.3 156.00B 0.44
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
virtualenv 20.28.1 20.28.0 112.00B 0.0
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
nbconvert-pandoc 7.16.5 7.16.4 85.00B 1.04
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
nbconvert 7.16.5 7.16.4 67.00B 0.82
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
libdeflate 1.23 1.22 13.00B 0.02
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
debugpy 1.8.11 1.8.10 -140.00B -0.01
marshmallow 3.23.3 3.23.1 -220.00B -0.24
ruamel.yaml 0.18.8 0.18.6 -268.00B -0.1
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
uvicorn 0.34.0 0.32.1 -697.00B -1.41
sentencepiece-spm 0.2.0 0.1.99 -1.68KB -1.96
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.8 0.10.9.7 -2.72KB -1.5
harfbuzz 10.1.0 9.0.0 -3.06KB -0.2
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
libsentencepiece 0.2.0 0.1.99 -11.46KB -1.4
sentencepiece 0.2.0 0.1.99 -13.70KB -45.31
pydantic 2.10.4 2.10.3 -20.00KB -6.46
nodejs 20.18.1 20.18.0 -44.59KB -0.27
sentencepiece-python 0.2.0 0.1.99 -59.43KB -2.43
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.7.0 3.6.0 -210.32KB -23.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52

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Python Package Dependency Report

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

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: 1e87134
  • Result: FAILED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: ae511d0
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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It looks like sentencepiece got upgraded to v0.2. We pinned it to v0.1.99 due to some compatibility issue: google/sentencepiece#1060

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: ae511d0
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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=========================== short test summary info ============================
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[gpu-dependencies.test.Dockerfile-required_packages31]

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Staleness Report: 2.3.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.35.88 1.36.1
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.3.14 0.3.14
jupyter-ai 2.29.0 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.1 1.15.1
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.1
${\color{red}sentencepiece}$ 0.1.99 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
libmamba 1.5.12 1.5.12
conda 24.11.3 24.11.3
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.5.0 27.5.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.8.0 3.8.0
${\color{red}langchain-aws}$ 0.2.10 0.2.11
mlflow 2.19.0 2.19.0
py-xgboost-gpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

Staleness Report: 2.3.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.35.88 1.36.1
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.3.14 0.3.14
jupyter-ai 2.29.0 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.1 1.15.1
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.1
${\color{red}sentencepiece}$ 0.1.99 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
libmamba 1.5.12 1.5.12
conda 24.11.3 24.11.3
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.5.0 27.5.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.8.0 3.8.0
${\color{red}langchain-aws}$ 0.2.10 0.2.11
mlflow 2.19.0 2.19.0
py-xgboost-cpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-gpu:4.91 GB 2.2.1-gpu:6.26 GB -1.35 GB Smaller 21.55% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-cpu:2.09 GB 2.2.1-cpu:2.02 GB 0.07 GB Larger 3.58% Larger

Python Package Size Report (GPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
2.91GB 3.63GB -737.05MB -19.85

Top-20 Largest Python Packages

Package Version in the Target Image Size
cudnn 9.3.0.75 383.19MB
tensorflow-base 2.17.0 369.15MB
libcublas 12.5.3.2 240.05MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
nccl 2.24.3.1 120.09MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libxgboost 2.1.3 93.38MB
libcusolver 11.6.3.83 79.26MB
gcc_impl_linux-64 13.3.0 64.34MB
libtorch 2.4.1 49.40MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB

Python Package Size Delta

The total size of newly introduced Python packages is 7.97MB, accounts for 0.27% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
liblightgbm 4.5.0 - 6.76MB -
notebook 7.3.2 7.2.2 4.92MB 132.09
pytorch 2.4.1 2.3.1 2.47MB 7.79
torchvision 0.19.1 0.18.1 2.24MB 28.74
scipy 1.15.1 1.14.1 1.43MB 8.48
nccl 2.24.3.1 2.23.4.1 1.27MB 1.07
docker-cli 27.5.0 27.1.1 1.20MB 16.45
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
botocore 1.35.88 1.34.162 411.45KB 5.94
statsforecast 1.7.8 1.4.0 354.04KB 456.39
transformers 4.48.0 4.38.2 330.24KB 11.01
seaborn-base 0.13.2 - 222.50KB -
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
optuna 4.1.0 - 216.40KB -
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
virtualenv 20.29.1 20.28.0 147.38KB 4.5
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
pandoc 3.6.2 3.6 108.68KB 0.52
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
langchain-community 0.3.14 0.2.19 74.27KB 6.66
srsly 2.5.1 2.4.8 69.03KB 10.17
triad 0.9.8 - 57.97KB -
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
harfbuzz 10.2.0 9.0.0 42.32KB 2.7
unicodedata2 16.0.0 15.1.0 35.75KB 9.94
s3fs 2024.10.0 - 31.79KB -
pydantic-settings 2.7.1 - 31.08KB -
altair 5.5.0 5.4.1 28.23KB 6.23
narwhals 1.22.0 1.17.0 26.25KB 18.82
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.2 0.4.5 20.66KB 5.25
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.3 24.9.2 13.31KB 1.15
optree 0.14.0 0.13.1 13.11KB 3.67
httpx-sse 0.4.0 - 12.86KB -
pygments 2.19.1 2.18.0 11.62KB 1.36
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
langchain-core 0.3.30 0.2.43 9.51KB 3.75
langsmith 0.2.11 0.1.147 9.50KB 3.62
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
seaborn 0.13.2 - 6.71KB -
libuv 1.50.0 1.49.2 6.47KB 0.75
bleach-with-css 6.2.0 - 5.61KB -
langchain 0.3.14 0.2.17 5.24KB 1.25
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
langchain-text-splitters 0.3.5 0.2.4 4.79KB 18.35
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
pango 1.56.0 1.54.0 4.41KB 1.01
langchain-aws 0.2.10 0.1.18 3.77KB 5.84
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
databricks-sdk 0.40.0 0.39.0 3.33KB 0.89
libsqlite 3.48.0 3.47.2 2.96KB 0.35
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
huggingface_hub 0.27.1 0.26.5 2.83KB 1.05
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
boto3 1.35.88 1.34.162 2.31KB 2.94
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.4 2.22KB 0.76
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
sagemaker-jupyterlab-extension-common 0.1.32 0.1.30 1.71KB 0.78
jinja2 3.1.5 3.1.4 1.56KB 1.44
ipython 8.31.0 8.29.0 1.37KB 0.23
setuptools 75.8.0 75.6.0 1.31KB 0.17
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter-ai 2.29.0 2.28.3 1.16KB 0.16
importlib_resources 6.5.2 6.4.5 1.05KB 3.3
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
aiobotocore 2.16.1 2.13.3 805.00B 1.21
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
astroid 3.3.8 3.3.6 687.00B 0.13
nbconvert-core 7.16.5 7.16.4 622.00B 0.33
tzdata 2025a 2024b 567.00B 0.46
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
marshmallow 3.25.1 3.23.1 376.00B 0.41
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
nbclient 0.10.2 0.10.1 167.00B 0.6
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
python-flatbuffers 24.12.23 24.3.25 114.00B 0.33
c-compiler 1.9.0 1.8.0 111.00B 1.82
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
cxx-compiler 1.9.0 1.8.0 109.00B 1.8
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
referencing 0.36.1 0.35.1 95.00B 0.23
tenacity 9.0.0 8.5.0 77.00B 0.31
autovizwidget 0.22.0 0.21.0 77.00B 0.42
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
cymem 2.0.11 2.0.10 21.00B 0.04
libdeflate 1.23 1.22 13.00B 0.02
nbconvert-pandoc 7.16.5 7.16.4 -8.00B -0.1
nbconvert 7.16.5 7.16.4 -8.00B -0.1
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
debugpy 1.8.11 1.8.10 -140.00B -0.01
jupyter-ai-magics 2.29.0 2.28.3 -208.00B -0.58
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
ruamel.yaml 0.18.10 0.18.6 -464.00B -0.17
wrapt 1.17.2 1.17.0 -516.00B -0.79
uvicorn 0.34.0 0.32.1 -697.00B -1.41
libpng 1.6.45 1.6.44 -1.21KB -0.42
llvm-openmp 19.1.7 19.1.5 -1.32KB -0.04
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.9 0.10.9.7 -2.11KB -1.16
orjson 3.10.14 3.10.12 -2.27KB -0.76
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
pydantic 2.10.5 2.10.3 -19.76KB -6.38
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
sqlalchemy 2.0.37 2.0.36 -39.20KB -1.12
nodejs 20.18.1 20.18.0 -44.59KB -0.27
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.8.0 3.6.0 -174.68KB -19.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52
cudnn 9.3.0.75 8.9.7.29 -63.38MB -14.19
libtorch 2.4.1 2.3.1 -432.43MB -89.75

Python Package Size Report (CPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.09GB 1.10GB -12.70MB -1.12

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2023.2.0 156.82MB
tensorflow-base 2.17.0 149.59MB
libtorch 2.4.1 49.40MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB
python 3.11.11 29.21MB
ray-core 2.37.0 28.26MB
pandoc 3.6.2 20.36MB
scipy 1.15.1 18.34MB
amazon_sagemaker_sql_editor 0.1.14 17.18MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.97MB
statsmodels 0.14.4 11.72MB
icu 75.1 11.57MB
scikit-image 0.20.0 10.26MB
scikit-learn 1.5.2 10.11MB
torchvision 0.19.1 10.03MB

Python Package Size Delta

The total size of newly introduced Python packages is 6.89MB, accounts for 0.62% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
notebook 7.3.2 7.2.2 4.92MB 132.09
liblightgbm 4.5.0 - 2.85MB -
libboost 1.84.0 - 2.70MB -
scipy 1.15.1 1.14.1 1.43MB 8.48
docker-cli 27.5.0 27.1.1 1.20MB 16.45
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
botocore 1.35.88 1.34.162 411.45KB 5.94
statsforecast 1.7.8 1.4.0 354.04KB 456.39
transformers 4.48.0 4.38.2 330.24KB 11.01
seaborn-base 0.13.2 - 222.50KB -
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
optuna 4.1.0 - 216.40KB -
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
virtualenv 20.29.1 20.28.0 147.38KB 4.5
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
pandoc 3.6.2 3.6 108.68KB 0.52
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
ocl-icd 2.3.2 - 92.71KB -
langchain-community 0.3.14 0.2.19 74.27KB 6.66
srsly 2.5.1 2.4.8 69.03KB 10.17
triad 0.9.8 - 57.97KB -
opencl-headers 2024.10.24 - 52.79KB -
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
harfbuzz 10.2.0 9.0.0 42.32KB 2.7
unicodedata2 16.0.0 15.1.0 35.75KB 9.94
s3fs 2024.10.0 - 31.79KB -
pydantic-settings 2.7.1 - 31.08KB -
altair 5.5.0 5.4.1 28.23KB 6.23
narwhals 1.22.0 1.17.0 26.25KB 18.82
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.2 0.4.5 20.66KB 5.25
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.3 24.9.2 13.31KB 1.15
optree 0.14.0 0.13.1 13.11KB 3.67
httpx-sse 0.4.0 - 12.86KB -
pygments 2.19.1 2.18.0 11.62KB 1.36
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
langchain-core 0.3.30 0.2.43 9.51KB 3.75
langsmith 0.2.11 0.1.147 9.50KB 3.62
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
seaborn 0.13.2 - 6.71KB -
libuv 1.50.0 1.49.2 6.47KB 0.75
bleach-with-css 6.2.0 - 5.61KB -
langchain 0.3.14 0.2.17 5.24KB 1.25
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
langchain-text-splitters 0.3.5 0.2.4 4.79KB 18.35
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
pango 1.56.0 1.54.0 4.41KB 1.01
langchain-aws 0.2.10 0.1.18 3.77KB 5.84
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
databricks-sdk 0.40.0 0.39.0 3.33KB 0.89
libsqlite 3.48.0 3.47.2 2.96KB 0.35
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
huggingface_hub 0.27.1 0.26.5 2.83KB 1.05
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
boto3 1.35.88 1.34.162 2.31KB 2.94
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.4 2.22KB 0.76
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
sagemaker-jupyterlab-extension-common 0.1.32 0.1.30 1.71KB 0.78
jinja2 3.1.5 3.1.4 1.56KB 1.44
ipython 8.31.0 8.29.0 1.37KB 0.23
setuptools 75.8.0 75.6.0 1.31KB 0.17
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter-ai 2.29.0 2.28.3 1.16KB 0.16
importlib_resources 6.5.2 6.4.5 1.05KB 3.3
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
aiobotocore 2.16.1 2.13.3 805.00B 1.21
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
astroid 3.3.8 3.3.6 687.00B 0.13
nbconvert-core 7.16.5 7.16.4 622.00B 0.33
tzdata 2025a 2024b 567.00B 0.46
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
marshmallow 3.25.1 3.23.1 376.00B 0.41
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
nbclient 0.10.2 0.10.1 167.00B 0.6
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
python-flatbuffers 24.12.23 24.3.25 114.00B 0.33
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
referencing 0.36.1 0.35.1 95.00B 0.23
tenacity 9.0.0 8.5.0 77.00B 0.31
autovizwidget 0.22.0 0.21.0 77.00B 0.42
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
cymem 2.0.11 2.0.10 21.00B 0.04
libdeflate 1.23 1.22 13.00B 0.02
nbconvert-pandoc 7.16.5 7.16.4 -8.00B -0.1
nbconvert 7.16.5 7.16.4 -8.00B -0.1
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
debugpy 1.8.11 1.8.10 -140.00B -0.01
jupyter-ai-magics 2.29.0 2.28.3 -208.00B -0.58
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
ruamel.yaml 0.18.10 0.18.6 -464.00B -0.17
wrapt 1.17.2 1.17.0 -516.00B -0.79
uvicorn 0.34.0 0.32.1 -697.00B -1.41
libpng 1.6.45 1.6.44 -1.21KB -0.42
llvm-openmp 19.1.7 19.1.5 -1.32KB -0.04
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.9 0.10.9.7 -2.11KB -1.16
orjson 3.10.14 3.10.12 -2.27KB -0.76
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
pydantic 2.10.5 2.10.3 -19.76KB -6.38
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
sqlalchemy 2.0.37 2.0.36 -39.20KB -1.12
nodejs 20.18.1 20.18.0 -44.59KB -0.27
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.8.0 3.6.0 -174.68KB -19.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: eb681d4
  • 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: 2.3.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.36.1 1.36.2
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.3.14 0.3.14
jupyter-ai 2.29.0 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.1 1.15.1
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.1
${\color{red}sentencepiece}$ 0.1.99 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
libmamba 1.5.12 1.5.12
conda 24.11.3 24.11.3
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.5.0 27.5.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.8.0 3.8.0
${\color{red}langchain-aws}$ 0.2.10 0.2.11
mlflow 2.19.0 2.19.0
py-xgboost-gpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

Staleness Report: 2.3.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.4.1 2.5.1
pandas 2.2.3 2.2.3
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.36.1 1.36.2
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
langchain 0.3.14 0.3.14
jupyter-ai 2.29.0 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
amazon-sagemaker-sql-magic 0.1.3 0.1.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.1.0
amazon_sagemaker_sql_editor 0.1.14 0.1.14
scipy 1.15.1 1.15.1
matplotlib-base 3.10.0 3.10.0
${\color{red}scikit-learn}$ 1.5.2 1.6.1
${\color{red}sentencepiece}$ 0.1.99 0.2.0
pip 24.3.1 24.3.1
${\color{red}torchvision}$ 0.19.1 0.20.1
autogluon 1.2.0 1.2.0
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
libmamba 1.5.12 1.5.12
conda 24.11.3 24.11.3
${\color{red}dash}$ 2.18.1 2.18.2
docker-cli 27.5.0 27.5.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.1 0.3.1
jupyter-collaboration 2.1.5 2.1.5
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
jupyterlab-git 0.50.2 0.50.2
keras 3.8.0 3.8.0
${\color{red}langchain-aws}$ 0.2.10 0.2.11
mlflow 2.19.0 2.19.0
py-xgboost-cpu 2.1.3 2.1.3
pyhive 0.7.0 0.7.0
python-gssapi 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}s3fs}$ 2024.10.0 2024.12.0
sagemaker-code-editor 1.4.2 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
sagemaker-mlflow 0.1.0 0.1.0
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
seaborn 0.13.2 0.13.2
supervisor 4.2.5 4.2.5
tensorflow 2.17.0 2.17.0
tf-keras 2.17.0 2.17.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-gpu:6.27 GB 2.2.1-gpu:6.26 GB 0.01 GB Larger 0.1% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
2.3.0-cpu:2.09 GB 2.2.1-cpu:2.02 GB 0.07 GB Larger 3.56% Larger

Python Package Size Report (GPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.58GB 3.63GB -48.27MB -1.3

Top-20 Largest Python Packages

Package Version in the Target Image Size
libtorch 2.4.1 491.54MB
cudnn 9.3.0.75 383.19MB
tensorflow-base 2.17.0 369.15MB
libcublas 12.5.3.2 240.05MB
libmagma 2.8.0 238.80MB
mkl 2023.2.0 156.82MB
libcufft 11.2.3.61 148.63MB
nccl 2.24.3.1 120.09MB
libcusparse 12.5.1.3 119.08MB
libnpp 12.3.0.159 94.79MB
libxgboost 2.1.3 93.38MB
libcusolver 11.6.3.83 79.26MB
gcc_impl_linux-64 13.3.0 64.34MB
cuda-nvdisasm 12.5.39 47.62MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
libcurand 10.3.6.82 39.82MB
gds-tools 1.10.0.4 37.78MB
pytorch 2.4.1 34.25MB

Python Package Size Delta

The total size of newly introduced Python packages is 7.98MB, 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 (%)
libtorch 2.4.1 2.3.1 9.71MB 2.02
libmagma 2.8.0 2.7.2 8.89MB 3.87
liblightgbm 4.5.0 - 6.76MB -
notebook 7.3.2 7.2.2 4.92MB 132.09
torchvision 0.19.1 0.18.1 3.49MB 44.84
pytorch 2.4.1 2.3.1 2.49MB 7.84
scipy 1.15.1 1.14.1 1.43MB 8.48
nccl 2.24.3.1 2.23.4.1 1.27MB 1.07
docker-cli 27.5.0 27.1.1 1.20MB 16.45
botocore 1.36.1 1.34.162 514.90KB 7.43
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
statsforecast 1.7.8 1.4.0 354.04KB 456.39
transformers 4.48.0 4.38.2 330.24KB 11.01
optuna 4.2.0 - 229.27KB -
seaborn-base 0.13.2 - 222.50KB -
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
virtualenv 20.29.1 20.28.0 147.38KB 4.5
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
pandoc 3.6.2 3.6 108.68KB 0.52
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
langchain-community 0.3.14 0.2.19 74.27KB 6.66
srsly 2.5.1 2.4.8 69.03KB 10.17
triad 0.9.8 - 57.97KB -
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
harfbuzz 10.2.0 9.0.0 42.32KB 2.7
unicodedata2 16.0.0 15.1.0 35.75KB 9.94
s3fs 2024.10.0 - 31.79KB -
pydantic-settings 2.7.1 - 31.08KB -
altair 5.5.0 5.4.1 28.23KB 6.23
narwhals 1.22.0 1.17.0 26.25KB 18.82
debugpy 1.8.12 1.8.10 25.54KB 1.03
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.2 0.4.5 20.66KB 5.25
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.3 24.9.2 13.31KB 1.15
optree 0.14.0 0.13.1 13.11KB 3.67
httpx-sse 0.4.0 - 12.86KB -
pygments 2.19.1 2.18.0 11.62KB 1.36
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
langchain-core 0.3.30 0.2.43 9.51KB 3.75
langsmith 0.2.11 0.1.147 9.50KB 3.62
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
seaborn 0.13.2 - 6.71KB -
libuv 1.50.0 1.49.2 6.47KB 0.75
langchain 0.3.14 0.2.17 5.24KB 1.25
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
langchain-text-splitters 0.3.5 0.2.4 4.79KB 18.35
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
pango 1.56.0 1.54.0 4.41KB 1.01
bleach-with-css 6.2.0 - 4.11KB -
langchain-aws 0.2.10 0.1.18 3.77KB 5.84
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
databricks-sdk 0.40.0 0.39.0 3.33KB 0.89
libsqlite 3.48.0 3.47.2 2.96KB 0.35
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
huggingface_hub 0.27.1 0.26.5 2.83KB 1.05
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
boto3 1.36.1 1.34.162 2.32KB 2.95
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.4 2.22KB 0.76
archspec 0.2.5 0.2.3 2.06KB 4.33
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
sagemaker-jupyterlab-extension-common 0.1.32 0.1.30 1.71KB 0.78
jinja2 3.1.5 3.1.4 1.56KB 1.44
ipython 8.31.0 8.29.0 1.37KB 0.23
setuptools 75.8.0 75.6.0 1.31KB 0.17
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter-ai 2.29.0 2.28.3 1.16KB 0.16
importlib_resources 6.5.2 6.4.5 1.05KB 3.3
s3transfer 0.11.1 0.10.4 1003.00B 1.58
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
aiobotocore 2.18.0 2.13.3 704.00B 1.06
astroid 3.3.8 3.3.6 687.00B 0.13
nbconvert-core 7.16.5 7.16.4 622.00B 0.33
tzdata 2025a 2024b 567.00B 0.46
alembic 1.14.1 1.14.0 539.00B 0.34
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
websockets 14.2 14.1 491.00B 0.2
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
marshmallow 3.25.1 3.23.1 376.00B 0.41
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
nbclient 0.10.2 0.10.1 167.00B 0.6
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
python-flatbuffers 24.12.23 24.3.25 114.00B 0.33
c-compiler 1.9.0 1.8.0 111.00B 1.82
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
cxx-compiler 1.9.0 1.8.0 109.00B 1.8
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
referencing 0.36.1 0.35.1 95.00B 0.23
tenacity 9.0.0 8.5.0 77.00B 0.31
autovizwidget 0.22.0 0.21.0 77.00B 0.42
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
cymem 2.0.11 2.0.10 21.00B 0.04
libdeflate 1.23 1.22 13.00B 0.02
nbconvert-pandoc 7.16.5 7.16.4 -8.00B -0.1
nbconvert 7.16.5 7.16.4 -8.00B -0.1
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
jupyter-ai-magics 2.29.0 2.28.3 -208.00B -0.58
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
ruamel.yaml 0.18.10 0.18.6 -464.00B -0.17
wrapt 1.17.2 1.17.0 -516.00B -0.79
uvicorn 0.34.0 0.32.1 -697.00B -1.41
libpng 1.6.45 1.6.44 -1.21KB -0.42
llvm-openmp 19.1.7 19.1.5 -1.32KB -0.04
orjson 3.10.15 3.10.12 -1.43KB -0.48
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.9 0.10.9.7 -2.11KB -1.16
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
libmagma_sparse 2.8.0 2.7.2 -19.51KB -0.3
pydantic 2.10.5 2.10.3 -19.76KB -6.38
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
sqlalchemy 2.0.37 2.0.36 -39.20KB -1.12
nodejs 20.18.1 20.18.0 -44.59KB -0.27
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.8.0 3.6.0 -174.68KB -19.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52
cudnn 9.3.0.75 8.9.7.29 -63.38MB -14.19

Python Package Size Report (CPU)

Target Image Version: 2.3.0 | Base Image Version: 2.2.1

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.09GB 1.10GB -12.54MB -1.11

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2023.2.0 156.82MB
tensorflow-base 2.17.0 149.59MB
libtorch 2.4.1 49.40MB
catboost 1.2.7 45.27MB
sagemaker-code-editor 1.4.2 41.59MB
pillow 11.1.0 40.08MB
pytorch 2.4.1 34.23MB
libllvm14 14.0.6 30.03MB
python 3.11.11 29.21MB
ray-core 2.37.0 28.26MB
pandoc 3.6.2 20.36MB
scipy 1.15.1 18.34MB
amazon_sagemaker_sql_editor 0.1.14 17.18MB
nodejs 20.18.1 16.36MB
pandas 2.2.3 14.97MB
statsmodels 0.14.4 11.72MB
icu 75.1 11.57MB
scikit-image 0.20.0 10.26MB
scikit-learn 1.5.2 10.11MB
torchvision 0.19.1 10.04MB

Python Package Size Delta

The total size of newly introduced Python packages is 6.90MB, accounts for 0.62% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
notebook 7.3.2 7.2.2 4.92MB 132.09
liblightgbm 4.5.0 - 2.85MB -
libboost 1.84.0 - 2.70MB -
scipy 1.15.1 1.14.1 1.43MB 8.48
docker-cli 27.5.0 27.1.1 1.20MB 16.45
botocore 1.36.1 1.34.162 514.90KB 7.43
matplotlib-base 3.10.0 3.9.3 487.27KB 6.25
statsforecast 1.7.8 1.4.0 354.04KB 456.39
transformers 4.48.0 4.38.2 330.24KB 11.01
optuna 4.2.0 - 229.27KB -
seaborn-base 0.13.2 - 222.50KB -
sagemaker-code-editor 1.4.2 1.4.1 217.81KB 0.51
mlflow-ui 2.19.0 2.17.2 207.25KB 4.74
mlflow-skinny 2.19.0 2.17.2 201.49KB 3.45
amazon_sagemaker_sql_editor 0.1.14 0.1.13 188.15KB 1.08
fugue 0.9.1 - 176.13KB -
imagecodecs-lite 2019.12.3 - 170.71KB -
coreforecast 0.0.12 - 155.49KB -
virtualenv 20.29.1 20.28.0 147.38KB 4.5
jupyterlab 4.3.4 4.2.6 132.38KB 1.9
pandoc 3.6.2 3.6 108.68KB 0.52
faiss 1.9.0 1.8.0 101.72KB 7.37
libfaiss 1.9.0 1.8.0 98.74KB 6.56
fs 2.4.16 - 96.92KB -
ocl-icd 2.3.2 - 92.71KB -
langchain-community 0.3.14 0.2.19 74.27KB 6.66
srsly 2.5.1 2.4.8 69.03KB 10.17
triad 0.9.8 - 57.97KB -
opencl-headers 2024.10.24 - 52.79KB -
accelerate 0.34.2 0.21.0 51.24KB 32.1
hdf5 1.14.4 1.14.3 49.54KB 1.3
harfbuzz 10.2.0 9.0.0 42.32KB 2.7
unicodedata2 16.0.0 15.1.0 35.75KB 9.94
s3fs 2024.10.0 - 31.79KB -
narwhals 1.23.0 1.17.0 31.10KB 22.3
pydantic-settings 2.7.1 - 31.08KB -
altair 5.5.0 5.4.1 28.23KB 6.23
debugpy 1.8.12 1.8.10 25.54KB 1.03
autogluon.tabular 1.2.0 1.1.1 21.52KB 10.17
adagio 0.2.6 - 21.43KB -
safetensors 0.5.2 0.4.5 20.66KB 5.25
autogluon.core 1.2.0 1.1.1 20.49KB 11.74
autogluon.timeseries 1.2.0 1.1.1 16.86KB 15.34
mlforecast 0.13.4 0.10.0 16.26KB 40.88
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
colorlog 6.9.0 - 15.16KB -
appdirs 1.4.4 - 14.49KB -
timm 1.0.3 0.9.16 13.76KB 1.01
conda 24.11.3 24.9.2 13.31KB 1.15
optree 0.14.0 0.13.1 13.11KB 3.67
httpx-sse 0.4.0 - 12.86KB -
pygments 2.19.1 2.18.0 11.62KB 1.36
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
pycrdt 0.10.9 0.10.8 10.24KB 1.35
langchain-core 0.3.30 0.2.43 9.51KB 3.75
langsmith 0.2.11 0.1.147 9.50KB 3.62
gluonts 0.16.0 0.14.3 7.45KB 1.83
pydantic-core 2.27.2 2.27.1 7.31KB 0.46
utilsforecast 0.2.3 0.0.10 6.82KB 22.5
databricks-sdk 0.41.0 0.39.0 6.76KB 1.8
seaborn 0.13.2 - 6.71KB -
libuv 1.50.0 1.49.2 6.47KB 0.75
langchain 0.3.14 0.2.17 5.24KB 1.25
lightning 2.5.0.post0 2.3.3 5.10KB 1.18
opentelemetry-semantic-conventions 0.50b0 0.49b2 4.87KB 6.15
langchain-text-splitters 0.3.5 0.2.4 4.79KB 18.35
pytorch-lightning 2.5.0.post0 2.3.3 4.61KB 1.07
pango 1.56.0 1.54.0 4.41KB 1.01
bleach-with-css 6.2.0 - 4.11KB -
langchain-aws 0.2.10 0.1.18 3.77KB 5.84
jupyter_server 2.15.0 2.14.2 3.38KB 1.07
libsqlite 3.48.0 3.47.2 2.96KB 0.35
yapf 0.43.0 0.40.1 2.84KB 1.65
mistune 3.1.0 3.0.2 2.83KB 4.4
huggingface_hub 0.27.1 0.26.5 2.83KB 1.05
autogluon.common 1.2.0 1.1.1 2.72KB 4.99
textual 1.0.0 0.89.1 2.55KB 0.58
anyio 4.8.0 4.7.0 2.51KB 2.28
boto3 1.36.1 1.34.162 2.32KB 2.95
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.4 2.22KB 0.76
archspec 0.2.5 0.2.3 2.06KB 4.33
pytz 2024.1 2023.3 1.98KB 1.09
autogluon.multimodal 1.2.0 1.1.1 1.86KB 0.7
sagemaker-jupyterlab-extension-common 0.1.32 0.1.30 1.71KB 0.78
jinja2 3.1.5 3.1.4 1.56KB 1.44
ipython 8.31.0 8.29.0 1.37KB 0.23
setuptools 75.8.0 75.6.0 1.31KB 0.17
c-ares 1.34.4 1.34.3 1.20KB 0.6
jupyter-ai 2.29.0 2.28.3 1.16KB 0.16
importlib_resources 6.5.2 6.4.5 1.05KB 3.3
s3transfer 0.11.1 0.10.4 1003.00B 1.58
jupyter_scheduler 2.10.0 2.9.0 921.00B 0.39
marisa-trie 1.2.1 1.2.0 917.00B 0.51
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.7 881.00B 0.51
faiss-cpu 1.9.0 1.8.0 837.00B 4.82
pyparsing 3.2.1 3.2.0 763.00B 0.83
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
jupyter_events 0.11.0 0.10.0 726.00B 3.39
aiobotocore 2.18.0 2.13.3 704.00B 1.06
astroid 3.3.8 3.3.6 687.00B 0.13
nbconvert-core 7.16.5 7.16.4 622.00B 0.33
tzdata 2025a 2024b 567.00B 0.46
alembic 1.14.1 1.14.0 539.00B 0.34
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
websockets 14.2 14.1 491.00B 0.2
autogluon.features 1.2.0 1.1.1 477.00B 0.93
xorg-libice 1.1.2 1.1.1 469.00B 0.81
google-auth 2.37.0 2.36.0 449.00B 0.39
cytoolz 1.0.1 1.0.0 378.00B 0.1
marshmallow 3.25.1 3.23.1 376.00B 0.41
gitpython 3.1.44 3.1.43 359.00B 0.23
pycrdt-websocket 0.15.3 0.15.1 265.00B 1.05
redshift_connector 2.1.5 2.1.4 259.00B 0.25
pyathena 3.12.2 3.11.0 239.00B 0.43
click 8.1.8 8.1.7 192.00B 0.23
gitdb 4.0.12 4.0.11 188.00B 0.36
nbclient 0.10.2 0.10.1 167.00B 0.6
smart_open 7.1.0 7.0.5 147.00B 0.28
mlflow 2.19.0 2.17.2 146.00B 0.92
python-multipart 0.0.20 0.0.19 145.00B 0.52
python-flatbuffers 24.12.23 24.3.25 114.00B 0.33
uvicorn-standard 0.34.0 0.32.1 109.00B 1.54
xorg-libxau 1.0.12 1.0.11 101.00B 0.69
smart-open 7.1.0 7.0.5 101.00B 1.43
referencing 0.36.1 0.35.1 95.00B 0.23
tenacity 9.0.0 8.5.0 77.00B 0.31
autovizwidget 0.22.0 0.21.0 77.00B 0.42
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pylint 3.3.3 3.3.2 72.00B 0.02
aiosignal 1.3.2 1.3.1 72.00B 0.55
fastapi-cli 0.0.7 0.0.6 34.00B 0.22
cymem 2.0.11 2.0.10 21.00B 0.04
libdeflate 1.23 1.22 13.00B 0.02
nbconvert-pandoc 7.16.5 7.16.4 -8.00B -0.1
nbconvert 7.16.5 7.16.4 -8.00B -0.1
jupyter-scheduler 2.10.0 2.9.0 -18.00B -0.28
autogluon 1.2.0 1.1.1 -34.00B -0.22
opentelemetry-api 1.29.0 1.28.2 -76.00B -0.17
charset-normalizer 3.4.1 3.4.0 -95.00B -0.2
libmambapy 1.5.12 1.5.11 -135.00B -0.04
jupyter-ai-magics 2.29.0 2.28.3 -208.00B -0.58
xorg-libsm 1.2.5 1.2.4 -318.00B -1.16
opentelemetry-sdk 1.29.0 1.28.2 -445.00B -0.57
ruamel.yaml 0.18.10 0.18.6 -464.00B -0.17
wrapt 1.17.2 1.17.0 -516.00B -0.79
uvicorn 0.34.0 0.32.1 -697.00B -1.41
libpng 1.6.45 1.6.44 -1.21KB -0.42
llvm-openmp 19.1.7 19.1.5 -1.32KB -0.04
orjson 3.10.15 3.10.12 -1.43KB -0.48
libmamba 1.5.12 1.5.11 -1.81KB -0.11
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
py4j 0.10.9.9 0.10.9.7 -2.11KB -1.16
xorg-libxrender 0.9.12 0.9.11 -4.52KB -12.31
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
pydantic 2.10.5 2.10.3 -19.76KB -6.38
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
sqlalchemy 2.0.37 2.0.36 -39.20KB -1.12
nodejs 20.18.1 20.18.0 -44.59KB -0.27
tifffile 2020.6.3 2024.9.20 -67.15KB -38.21
keras 3.8.0 3.6.0 -174.68KB -19.6
pillow 11.1.0 10.4.0 -284.31KB -0.69
tokenizers 0.21.0 0.15.2 -446.27KB -16.79
scikit-image 0.20.0 0.24.0 -484.50KB -4.41
lightgbm 4.5.0 4.3.0 -2.18MB -96.52

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 3cad585
  • Result: FAILED
  • Build Logs (available for 30 days)

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@sagemaker-distribution-bot @aws-tianquaw @claytonparnell