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release: v4.0.0#1098

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release-4.0.0
Apr 7, 2026
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release: v4.0.0#1098
TRNWWZ merged 48 commits into
mainfrom
release-4.0.0

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@github-actions github-actions Bot commented Mar 10, 2026

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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 March 10, 2026 23:14
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sagemaker-distribution-bot commented Mar 11, 2026

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 93f948a
  • Result: FAILED
  • Build Logs (available for 30 days)

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

@sagemaker-distribution-bot

sagemaker-distribution-bot commented Mar 13, 2026

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-gpu:9.91 GB 3.9.0-gpu:8.18 GB 1.73 GB Larger 21.11% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-cpu:3.61 GB 3.9.0-cpu:3.23 GB 0.38 GB Larger 11.85% Larger

Python Package Size Report (GPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.33GB 4.01GB 331.19MB 8.07

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.29.3.1 279.28MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.0 119.38MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
libfaiss 1.9.0 59.81MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.2 53.40MB
qt6-main 6.9.2 50.13MB

Python Package Size Delta

The total size of newly introduced Python packages is 181.64MB, accounts for 4.09% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libcublas 12.9.1.4 12.6.4.1 189.85MB 74.1
libtensorflow_cc 2.19.1 - 139.55MB -
libmagma 2.9.0 2.8.0 115.28MB 48.27
libcusolver 11.7.5.82 11.7.1.2 99.80MB 104.14
libcusparse 12.5.10.65 12.5.4.2 80.53MB 67.87
triton 3.4.0 3.2.0 70.42MB 73.37
cuda-nvrtc 12.9.86 12.6.85 46.77MB 270.4
libcudss 0.7.1.4 0.5.0.16 26.39MB 85.68
libclang-cpp21.1 21.1.0 - 20.15MB -
libnvjitlink 12.9.86 12.6.85 14.24MB 95.79
cuda-nvvm-tools 12.9.86 12.6.85 12.75MB 122.84
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
libtorch 2.8.0 2.6.0 4.32MB 8.3
libcurand 10.3.10.19 10.3.7.77 4.23MB 10.6
cuda-nvcc-tools 12.9.86 12.6.85 3.21MB 13.99
pytorch 2.8.0 2.6.0 2.34MB 9.94
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
libnvjpeg 12.4.0.76 12.3.3.54 1.04MB 43.79
qt6-main 6.9.2 6.8.2 1.02MB 2.07
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
botocore 1.42.55 1.37.3 701.43KB 9.43
python-duckdb 1.5.0 1.4.4 671.92KB 4.23
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.1 1.2.1 628.43KB 23.58
libgrpc 1.73.1 1.67.1 602.18KB 7.91
sagemaker-core 2.5.1 1.0.76 440.99KB 161.88
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
docker-cli 29.3.0 27.5.1 329.38KB 3.78
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
deepdiff 8.6.1 - 273.11KB -
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
mkl 2025.3.0 2024.2.2 238.31KB 0.2
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
sagemaker-train 1.5.0 - 165.41KB -
libarrow 20.0.0 19.0.1 159.37KB 1.85
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.5.0 - 144.90KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
skops 0.13.0 - 100.59KB -
sagemaker-mlops 1.5.0 - 99.66KB -
attrs 25.4.0 23.2.0 98.42KB 184.64
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
huey 2.6.0 - 66.94KB -
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
libcufile 1.14.1.1 1.11.1.6 49.34KB 5.49
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
databricks-sdk 0.99.0 0.73.0 44.82KB 9.64
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.2.1 1.1.2 15.68KB 39.53
jupyter-docprovider 2.2.1 1.1.2 13.70KB 38.85
aiobotocore 3.2.0 2.22.0 13.21KB 19.62
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
binaryornot 0.6.0 0.4.4 11.40KB 114.22
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
cuda-cudart_linux-64 12.9.79 12.6.77 8.43KB 4.58
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
langsmith 0.7.17 0.7.14 6.97KB 2.92
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
notebook 7.5.5 7.5.4 2.77KB 0.03
pip 26.0.1 25.3 2.42KB 0.21
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
jupyter_server_ydoc 2.2.1 1.1.2 2.16KB 6.24
setuptools 82.0.1 82.0.0 2.14KB 0.34
cachetools 6.2.6 5.5.2 1.98KB 13.33
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
boto3 1.42.55 1.37.3 1.75KB 2.16
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
mlflow 3.10.1 2.22.0 1.49KB 8.83
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
cuda-cudart 12.9.79 12.6.77 845.00B 3.77
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
python-discovery 1.1.3 1.1.0 672.00B 2.02
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
cuda-version 12.9 12.6 638.00B 3.05
grpcio-status 1.73.1 1.67.1 624.00B 3.41
cuda-crt-tools 12.9.86 12.6.85 558.00B 2.06
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
libudev1 259.4 259.3 502.00B 0.3
pyarrow 20.0.0 19.0.1 471.00B 1.86
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
filelock 3.25.2 3.25.0 189.00B 0.74
libabseil 20250512.1 20240722.0 91.00B 0.01
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.0 1.4.4 35.00B 0.45
virtualenv 21.2.0 21.1.0 31.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
fastcore 1.12.24 1.12.23 5.00B 0.01
platformdirs 4.9.4 4.9.2 3.00B 0.01
glib-tools 2.86.2 2.84.1 -3.00B -0.0
narwhals 2.18.0 2.17.0 -20.00B -0.01
jupyter-collaboration 4.2.1 3.1.2 -87.00B -0.66
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
libsystemd0 259.4 259.3 -197.00B -0.04
libarrow-substrait 20.0.0 19.0.1 -219.00B -0.04
libarrow-acero 20.0.0 19.0.1 -256.00B -0.04
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
cuda-cuobjdump 12.9.82 12.6.77 -962.00B -0.39
cuda-nvtx 12.9.79 12.6.77 -2.02KB -6.61
lerc 4.1.0 4.0.0 -2.67KB -1.03
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.49 0.12.47 -5.31KB -0.67
libarrow-dataset 20.0.0 19.0.1 -5.96KB -0.96
gds-tools 1.14.1.1 1.11.1.6 -6.11KB -0.02
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
libparquet 20.0.0 19.0.1 -10.59KB -0.89
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
googleapis-common-protos 1.73.0 1.72.0 -19.99KB -12.24
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.2.0 2024.12.0 -22.98KB -40.39
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyspnego 0.12.1 0.11.2 -101.28KB -33.69
dbus 1.16.2 1.13.6 -134.37KB -23.51
cuda-cupti 12.9.79 12.6.80 -153.64KB -7.87
fsspec 2026.2.0 2024.12.0 -154.02KB -51.46
amazon_sagemaker_sql_editor 0.2.0 0.1.21 -166.19KB -0.94
uv 0.10.9 0.10.8 -167.99KB -0.94
black 26.3.1 26.1.0 -238.79KB -58.74
pyarrow-core 20.0.0 19.0.1 -524.46KB -10.54
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.5.0 2.245.0 -791.79KB -98.73
libcufft 11.4.1.4 11.3.0.4 -1.62MB -1.04
liblapack 3.11.0 3.9.0 -2.91MB -99.4
python 3.12.13 3.12.9 -4.56MB -13.14
mlflow-skinny 3.10.1 2.22.0 -4.65MB -73.68
cuda-nvdisasm 12.9.88 12.6.77 -42.36MB -88.95
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

Python Package Size Report (CPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.80GB 1.77GB 34.76MB 1.92

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.0 119.38MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.2 53.40MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.46.0 30.78MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.9 23.06MB
pandoc 3.9 21.43MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.10.9 17.30MB
amazon_sagemaker_sql_editor 0.2.0 17.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 181.64MB, accounts for ${\color{red}9.85}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libtensorflow_cc 2.19.1 - 139.55MB -
libclang-cpp21.1 21.1.0 - 20.15MB -
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
libtorch 2.8.0 2.6.0 4.32MB 8.3
pytorch 2.8.0 2.6.0 2.34MB 9.94
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
qt6-main 6.9.2 6.8.2 1.02MB 2.07
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
botocore 1.42.55 1.37.3 701.43KB 9.43
python-duckdb 1.5.0 1.4.4 671.92KB 4.23
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.1 1.2.1 628.43KB 23.58
libgrpc 1.73.1 1.67.1 602.18KB 7.91
sagemaker-core 2.5.1 1.0.76 440.99KB 161.88
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
docker-cli 29.3.0 27.5.1 329.38KB 3.78
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
deepdiff 8.6.1 - 273.11KB -
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
mkl 2025.3.0 2024.2.2 238.31KB 0.2
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
sagemaker-train 1.5.0 - 165.41KB -
libarrow 20.0.0 19.0.1 159.37KB 1.85
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.5.0 - 144.90KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
skops 0.13.0 - 100.59KB -
sagemaker-mlops 1.5.0 - 99.66KB -
attrs 25.4.0 23.2.0 98.42KB 184.64
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
huey 2.6.0 - 66.94KB -
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
databricks-sdk 0.99.0 0.73.0 44.82KB 9.64
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.2.1 1.1.2 15.68KB 39.53
jupyter-docprovider 2.2.1 1.1.2 13.70KB 38.85
aiobotocore 3.2.0 2.22.0 13.21KB 19.62
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
binaryornot 0.6.0 0.4.4 11.40KB 114.22
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
langsmith 0.7.17 0.7.14 6.97KB 2.92
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
notebook 7.5.5 7.5.4 2.77KB 0.03
pip 26.0.1 25.3 2.42KB 0.21
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
jupyter_server_ydoc 2.2.1 1.1.2 2.16KB 6.24
setuptools 82.0.1 82.0.0 2.14KB 0.34
cachetools 6.2.6 5.5.2 1.98KB 13.33
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
boto3 1.42.55 1.37.3 1.75KB 2.16
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
mlflow 3.10.1 2.22.0 1.49KB 8.83
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
python-discovery 1.1.3 1.1.0 672.00B 2.02
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
grpcio-status 1.73.1 1.67.1 624.00B 3.41
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pyarrow 20.0.0 19.0.1 471.00B 1.86
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
filelock 3.25.2 3.25.0 189.00B 0.74
libabseil 20250512.1 20240722.0 91.00B 0.01
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.0 1.4.4 35.00B 0.45
virtualenv 21.2.0 21.1.0 31.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
fastcore 1.12.24 1.12.23 5.00B 0.01
platformdirs 4.9.4 4.9.2 3.00B 0.01
glib-tools 2.86.2 2.84.1 -3.00B -0.0
narwhals 2.18.0 2.17.0 -20.00B -0.01
jupyter-collaboration 4.2.1 3.1.2 -87.00B -0.66
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
libarrow-substrait 20.0.0 19.0.1 -219.00B -0.04
libarrow-acero 20.0.0 19.0.1 -256.00B -0.04
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
lerc 4.1.0 4.0.0 -2.67KB -1.03
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.49 0.12.47 -5.31KB -0.67
libarrow-dataset 20.0.0 19.0.1 -5.96KB -0.96
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
libparquet 20.0.0 19.0.1 -10.59KB -0.89
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
googleapis-common-protos 1.73.0 1.72.0 -19.99KB -12.24
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.2.0 2024.12.0 -22.98KB -40.39
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyspnego 0.12.1 0.11.2 -101.28KB -33.69
dbus 1.16.2 1.13.6 -134.37KB -23.51
fsspec 2026.2.0 2024.12.0 -154.02KB -51.46
amazon_sagemaker_sql_editor 0.2.0 0.1.21 -166.19KB -0.94
uv 0.10.9 0.10.8 -167.99KB -0.94
black 26.3.1 26.1.0 -238.79KB -58.74
pyarrow-core 20.0.0 19.0.1 -524.46KB -10.54
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.5.0 2.245.0 -791.79KB -98.73
liblapack 3.11.0 3.9.0 -2.91MB -99.4
python 3.12.13 3.12.9 -4.56MB -13.14
mlflow-skinny 3.10.1 2.22.0 -4.65MB -73.68
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

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Python Package Dependency Report

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 5ee58d7
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.0.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
jupyter-ai 2.31.7 2.31.7
amazon_sagemaker_sql_editor 0.2.1 0.2.1
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
altair 6.0.0 6.0.0
${\color{red}langchain}$ 0.3.27 1.2.12
jinja2 3.1.6 3.1.6
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
jupyterlab 4.5.6 4.5.6
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
amazon-sagemaker-sql-magic 0.1.4 0.1.4
boto3 1.42.70 1.42.70
pip 26.0.1 26.0.1
jupyter-scheduler 2.12.0 2.12.0
sagemaker-jupyterlab-extension-common 0.3.1 0.3.1
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
uvicorn 0.42.0 0.42.0
autogluon 1.5.0 1.5.0
jupyter-lsp 2.3.0 2.3.0
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.5 7.5.5
${\color{red}numpy}$ 1.26.4 2.4.3
${\color{red}pytorch}$ 2.8.0 2.10.0
${\color{red}ipython}$ 8.37.0 9.11.0
${\color{red}pandas}$ 2.3.3 3.0.1
aws-glue-sessions 1.0.9 1.0.9
fastapi 0.135.1 0.135.1
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.2.1 4.2.1
jupyter-dash 0.4.2 0.4.2
jupyter-server-proxy 4.4.0 4.4.0
keras 3.13.2 3.13.2
${\color{red}langchain-aws}$ 0.2.35 1.4.0
${\color{red}langchain-openai}$ 0.3.35 1.1.11
mcp 1.26.0 1.26.0
${\color{red}scipy}$ 1.16.3 1.17.1
py-xgboost-gpu 2.1.4 2.1.4
matplotlib-base 3.10.8 3.10.8
${\color{red}scikit-learn}$ 1.7.2 1.8.0
docker-cli 29.3.0 29.3.0
pyhive 0.7.0 0.7.0
s3fs 2026.2.0 2026.2.0
mlflow 3.10.1 3.10.1
conda 26.1.1 26.1.1
jupyterlab-git 0.52.0 0.52.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
python-lsp-server 1.14.0 1.14.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
${\color{red}torchvision}$ 0.24.0 0.25.0
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-python-sdk 3.5.0 3.5.0
sagemaker-studio 1.1.8 1.1.8
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-cli 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
python-gssapi 1.11.1 1.11.1
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-dataengineering-sessions 1.3.14 1.3.14
strands-agents-mcp-server 0.1.2 0.1.2
supervisor 4.3.0 4.3.0
${\color{red}strands-agents}$ 0.3.0 1.4.0
strands-agents-tools 0.1.9 0.1.9
sagemaker-code-editor 1.9.2 1.9.2
tensorflow 2.19.1 2.19.1
uv 0.10.11 0.10.11

Staleness Report: 4.0.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
altair 6.0.0 6.0.0
jupyterlab 4.5.6 4.5.6
pip 26.0.1 26.0.1
jupyter-scheduler 2.12.0 2.12.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
sagemaker-jupyterlab-extension-common 0.3.1 0.3.1
jinja2 3.1.6 3.1.6
${\color{red}langchain}$ 0.3.27 1.2.12
${\color{red}pytorch}$ 2.8.0 2.10.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
${\color{red}jupyterlab-lsp}$ 5.0.3 5.2.0
${\color{red}pandas}$ 2.3.3 3.0.1
${\color{red}ipython}$ 8.37.0 9.11.0
uvicorn 0.42.0 0.42.0
boto3 1.42.70 1.42.70
amazon_sagemaker_sql_editor 0.2.1 0.2.1
${\color{red}numpy}$ 1.26.4 2.4.3
autogluon 1.5.0 1.5.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
ipywidgets 8.1.8 8.1.8
jupyter-lsp 2.3.0 2.3.0
jupyter-ai 2.31.7 2.31.7
notebook 7.5.5 7.5.5
aws-glue-sessions 1.0.9 1.0.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
git-remote-codecommit 1.16 1.16
jupyter-collaboration 4.2.1 4.2.1
matplotlib-base 3.10.8 3.10.8
jupyterlab-git 0.52.0 0.52.0
fastapi 0.135.1 0.135.1
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.13.2 3.13.2
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-activity-monitor-extension 0.3.2 0.3.2
${\color{red}langchain-openai}$ 0.3.35 1.1.11
${\color{red}torchvision}$ 0.24.0 0.25.0
${\color{red}langchain-aws}$ 0.2.35 1.4.0
jupyter-dash 0.4.2 0.4.2
mlflow 3.10.1 3.10.1
jupyter-server-proxy 4.4.0 4.4.0
mcp 1.26.0 1.26.0
pyhive 0.7.0 0.7.0
py-xgboost-cpu 2.1.4 2.1.4
python-lsp-server 1.14.0 1.14.0
docker-cli 29.3.0 29.3.0
s3fs 2026.2.0 2026.2.0
sagemaker-jupyterlab-extension 0.5.2 0.5.2
sagemaker-mlflow 0.2.0 0.2.0
conda 26.1.1 26.1.1
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-python-sdk 3.5.0 3.5.0
sagemaker-gen-ai-jupyterlab-extension 1.0.14 1.0.14
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-studio 1.1.8 1.1.8
seaborn 0.13.2 0.13.2
sagemaker-studio-cli 1.0.7 1.0.7
${\color{red}strands-agents}$ 0.3.0 1.4.0
sagemaker-studio-dataengineering-sessions 1.3.14 1.3.14
python-gssapi 1.11.1 1.11.1
strands-agents-mcp-server 0.1.2 0.1.2
strands-agents-tools 0.1.9 0.1.9
sagemaker-code-editor 1.9.2 1.9.2
supervisor 4.3.0 4.3.0
tensorflow 2.19.1 2.19.1
uv 0.10.11 0.10.11

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 72dc9b9
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-gpu:9.91 GB 3.9.0-gpu:8.18 GB 1.73 GB Larger 21.16% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-cpu:3.62 GB 3.9.0-cpu:3.23 GB 0.39 GB Larger 12.06% Larger

Timeout searching for package cuda-gdb after 5 attempts, ignore.

Python Package Size Report (GPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.33GB 4.01GB 328.33MB 8.0

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.29.3.1 279.28MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.0 119.38MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
libfaiss 1.9.0 59.81MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.2 53.40MB
qt6-main 6.9.2 50.13MB

Python Package Size Delta

The total size of newly introduced Python packages is 181.69MB, accounts for 4.1% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libcublas 12.9.1.4 12.6.4.1 189.85MB 74.1
libtensorflow_cc 2.19.1 - 139.55MB -
libmagma 2.9.0 2.8.0 115.28MB 48.27
libcusolver 11.7.5.82 11.7.1.2 99.80MB 104.14
libcusparse 12.5.10.65 12.5.4.2 80.53MB 67.87
triton 3.4.0 3.2.0 70.42MB 73.37
cuda-nvrtc 12.9.86 12.6.85 46.77MB 270.4
libcudss 0.7.1.4 0.5.0.16 26.39MB 85.68
libclang-cpp21.1 21.1.0 - 20.15MB -
libnvjitlink 12.9.86 12.6.85 14.24MB 95.79
cuda-nvvm-tools 12.9.86 12.6.85 12.75MB 122.84
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
libtorch 2.8.0 2.6.0 4.32MB 8.3
libcurand 10.3.10.19 10.3.7.77 4.23MB 10.6
cuda-nvcc-tools 12.9.86 12.6.85 3.21MB 13.99
pytorch 2.8.0 2.6.0 2.34MB 9.94
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
libnvjpeg 12.4.0.76 12.3.3.54 1.04MB 43.79
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
python-duckdb 1.5.0 1.4.4 671.92KB 4.23
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.2 1.2.1 628.93KB 23.6
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
sagemaker-core 2.5.1 1.0.76 440.99KB 161.88
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.0 27.5.1 329.38KB 3.78
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
deepdiff 8.6.1 - 273.11KB -
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
mkl 2025.3.0 2024.2.2 238.31KB 0.2
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
uv 0.10.11 0.10.8 169.16KB 0.95
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
sagemaker-train 1.5.0 - 165.41KB -
libarrow 20.0.0 19.0.1 159.37KB 1.85
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.5.0 - 144.90KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
skops 0.13.0 - 100.59KB -
sagemaker-mlops 1.5.0 - 99.66KB -
attrs 25.4.0 23.2.0 98.42KB 184.64
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
huey 2.6.0 - 66.94KB -
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
libattr 2.5.2 - 52.07KB -
nss 3.118 3.108 51.51KB 2.63
libcufile 1.14.1.1 1.11.1.6 49.34KB 5.49
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
databricks-sdk 0.101.0 0.73.0 48.76KB 10.48
opentelemetry-proto 1.40.0 - 45.66KB -
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.2.1 1.1.2 15.68KB 39.53
jupyter-docprovider 2.2.1 1.1.2 13.70KB 38.85
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
cuda-cudart_linux-64 12.9.79 12.6.77 8.43KB 4.58
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
langsmith 0.7.20 0.7.14 7.42KB 3.11
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
libsystemd0 260 259.3 7.18KB 1.4
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
charset-normalizer 3.4.6 3.4.5 5.18KB 9.96
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
libudev1 260 259.3 3.77KB 2.29
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
notebook 7.5.5 7.5.4 2.77KB 0.03
pip 26.0.1 25.3 2.42KB 0.21
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
jupyter_server_ydoc 2.2.1 1.1.2 2.16KB 6.24
setuptools 82.0.1 82.0.0 2.14KB 0.34
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
mlflow 3.10.1 2.22.0 1.49KB 8.83
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
cuda-cudart 12.9.79 12.6.77 845.00B 3.77
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
python-discovery 1.1.3 1.1.0 672.00B 2.02
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
python-fasthtml 0.12.50 0.12.47 641.00B 0.9
re2 2025.11.05 2024.07.02 640.00B 2.4
cuda-version 12.9 12.6 638.00B 3.05
grpcio-status 1.73.1 1.67.1 624.00B 3.41
cuda-crt-tools 12.9.86 12.6.85 558.00B 2.06
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pyarrow 20.0.0 19.0.1 471.00B 1.86
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
fastcore 1.12.26 1.12.23 344.00B 0.35
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.0 1.4.4 35.00B 0.45
virtualenv 21.2.0 21.1.0 31.00B 0.0
sagemaker-studio-dataengineering-sessions 1.3.14 1.3.13 11.00B 0.01
sse-starlette 3.3.3 3.3.2 8.00B 0.04
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
narwhals 2.18.0 2.17.0 -20.00B -0.01
uvicorn 0.42.0 0.41.0 -20.00B -0.04
jupyter-collaboration 4.2.1 3.1.2 -87.00B -0.66
sagemaker-jupyterlab-extension-common 0.3.1 0.3.0 -170.00B -0.07
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
libarrow-substrait 20.0.0 19.0.1 -219.00B -0.04
libarrow-acero 20.0.0 19.0.1 -256.00B -0.04
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
cuda-cuobjdump 12.9.82 12.6.77 -962.00B -0.39
cuda-nvtx 12.9.79 12.6.77 -2.02KB -6.61
lerc 4.1.0 4.0.0 -2.67KB -1.03
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
libarrow-dataset 20.0.0 19.0.1 -5.96KB -0.96
gds-tools 1.14.1.1 1.11.1.6 -6.11KB -0.02
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
libparquet 20.0.0 19.0.1 -10.59KB -0.89
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
googleapis-common-protos 1.73.0 1.72.0 -19.99KB -12.24
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.2.0 2024.12.0 -22.98KB -40.39
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
pyspnego 0.12.1 0.11.2 -101.28KB -33.69
pandoc 3.9.0.1 3.9 -107.22KB -0.49
dbus 1.16.2 1.13.6 -134.37KB -23.51
cuda-cupti 12.9.79 12.6.80 -153.64KB -7.87
fsspec 2026.2.0 2024.12.0 -154.02KB -51.46
black 26.3.1 26.1.0 -238.79KB -58.74
mpmath 1.4.1 1.4.0 -392.85KB -46.39
distributed 2026.3.0 2026.1.2 -474.96KB -36.51
pyarrow-core 20.0.0 19.0.1 -524.46KB -10.54
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.5.0 2.245.0 -791.79KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
dask-core 2026.3.0 2026.1.2 -1.38MB -57.57
bokeh 3.9.0 3.8.2 -1.49MB -26.99
libcufft 11.4.1.4 11.3.0.4 -1.62MB -1.04
liblapack 3.11.0 3.9.0 -2.91MB -99.4
python 3.12.13 3.12.9 -4.56MB -13.14
mlflow-skinny 3.10.1 2.22.0 -4.65MB -73.68
cuda-nvdisasm 12.9.88 12.6.77 -42.36MB -88.95
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

Python Package Size Report (CPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.80GB 1.77GB 31.47MB 1.74

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.0 119.38MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
libfaiss 1.9.0 59.81MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.2 53.40MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.46.0 30.78MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.1 21.32MB
libclang-cpp21.1 21.1.0 20.15MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
uv 0.10.11 17.63MB

Python Package Size Delta

The total size of newly introduced Python packages is 181.64MB, accounts for ${\color{red}9.87}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libtensorflow_cc 2.19.1 - 139.55MB -
libclang-cpp21.1 21.1.0 - 20.15MB -
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
libtorch 2.8.0 2.6.0 4.32MB 8.3
pytorch 2.8.0 2.6.0 2.34MB 9.94
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
python-duckdb 1.5.0 1.4.4 671.92KB 4.23
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.2 1.2.1 628.93KB 23.6
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
sagemaker-core 2.5.1 1.0.76 440.99KB 161.88
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.0 27.5.1 329.38KB 3.78
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
deepdiff 8.6.1 - 273.11KB -
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
mkl 2025.3.0 2024.2.2 238.31KB 0.2
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
uv 0.10.11 0.10.8 169.16KB 0.95
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
sagemaker-train 1.5.0 - 165.41KB -
libarrow 20.0.0 19.0.1 159.37KB 1.85
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.5.0 - 144.90KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
skops 0.13.0 - 100.59KB -
sagemaker-mlops 1.5.0 - 99.66KB -
attrs 25.4.0 23.2.0 98.42KB 184.64
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
huey 2.6.0 - 66.94KB -
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
databricks-sdk 0.101.0 0.73.0 48.76KB 10.48
opentelemetry-proto 1.40.0 - 45.66KB -
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.2.1 1.1.2 15.68KB 39.53
jupyter-docprovider 2.2.1 1.1.2 13.70KB 38.85
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
langsmith 0.7.20 0.7.14 7.42KB 3.11
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
charset-normalizer 3.4.6 3.4.5 5.18KB 9.96
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
notebook 7.5.5 7.5.4 2.77KB 0.03
pip 26.0.1 25.3 2.42KB 0.21
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
jupyter_server_ydoc 2.2.1 1.1.2 2.16KB 6.24
setuptools 82.0.1 82.0.0 2.14KB 0.34
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
mlflow 3.10.1 2.22.0 1.49KB 8.83
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
python-discovery 1.1.3 1.1.0 672.00B 2.02
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
python-fasthtml 0.12.50 0.12.47 641.00B 0.9
re2 2025.11.05 2024.07.02 640.00B 2.4
grpcio-status 1.73.1 1.67.1 624.00B 3.41
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pyarrow 20.0.0 19.0.1 471.00B 1.86
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
fastcore 1.12.26 1.12.23 344.00B 0.35
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.0 1.4.4 35.00B 0.45
virtualenv 21.2.0 21.1.0 31.00B 0.0
sagemaker-studio-dataengineering-sessions 1.3.14 1.3.13 11.00B 0.01
sse-starlette 3.3.3 3.3.2 8.00B 0.04
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
narwhals 2.18.0 2.17.0 -20.00B -0.01
uvicorn 0.42.0 0.41.0 -20.00B -0.04
jupyter-collaboration 4.2.1 3.1.2 -87.00B -0.66
sagemaker-jupyterlab-extension-common 0.3.1 0.3.0 -170.00B -0.07
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
libarrow-substrait 20.0.0 19.0.1 -219.00B -0.04
libarrow-acero 20.0.0 19.0.1 -256.00B -0.04
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
lerc 4.1.0 4.0.0 -2.67KB -1.03
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
libarrow-dataset 20.0.0 19.0.1 -5.96KB -0.96
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
libparquet 20.0.0 19.0.1 -10.59KB -0.89
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
googleapis-common-protos 1.73.0 1.72.0 -19.99KB -12.24
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.2.0 2024.12.0 -22.98KB -40.39
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
pyspnego 0.12.1 0.11.2 -101.28KB -33.69
pandoc 3.9.0.1 3.9 -107.22KB -0.49
dbus 1.16.2 1.13.6 -134.37KB -23.51
fsspec 2026.2.0 2024.12.0 -154.02KB -51.46
black 26.3.1 26.1.0 -238.79KB -58.74
mpmath 1.4.1 1.4.0 -392.85KB -46.39
distributed 2026.3.0 2026.1.2 -474.96KB -36.51
pyarrow-core 20.0.0 19.0.1 -524.46KB -10.54
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.5.0 2.245.0 -791.79KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
dask-core 2026.3.0 2026.1.2 -1.38MB -57.57
bokeh 3.9.0 3.8.2 -1.49MB -26.99
liblapack 3.11.0 3.9.0 -2.91MB -99.4
python 3.12.13 3.12.9 -4.56MB -13.14
mlflow-skinny 3.10.1 2.22.0 -4.65MB -73.68
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: f02756d
  • 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-H90kIAaKOLeW
  • Commit ID: f02756d
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-gpu:9.92 GB 3.9.0-gpu:8.18 GB 1.74 GB Larger 21.25% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-cpu:3.62 GB 3.9.0-cpu:3.23 GB 0.39 GB Larger 11.96% Larger

Error searching for package cuda-gdb after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'cuda-gdb==12.6.77', '--json']' returned non-zero exit status 1.

Python Package Size Report (GPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.29GB 4.01GB 282.01MB 6.87

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.29.3.1 279.28MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for 4.2% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libcublas 12.9.1.4 12.6.4.1 189.85MB 74.1
libtensorflow_cc 2.19.1 - 139.55MB -
libmagma 2.9.0 2.8.0 115.28MB 48.27
libcusolver 11.7.5.82 11.7.1.2 99.80MB 104.14
libcusparse 12.5.10.65 12.5.4.2 80.53MB 67.87
triton 3.4.0 3.2.0 70.42MB 73.37
cuda-nvrtc 12.9.86 12.6.85 46.77MB 270.4
libcudss 0.7.1.4 0.5.0.16 26.39MB 85.68
libclang-cpp21.1 21.1.0 - 20.15MB -
libnvjitlink 12.9.86 12.6.85 14.24MB 95.79
cuda-nvvm-tools 12.9.86 12.6.85 12.75MB 122.84
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
libcurand 10.3.10.19 10.3.7.77 4.23MB 10.6
mlflow 3.10.1 2.22.0 3.62MB 22008.78
cuda-nvcc-tools 12.9.86 12.6.85 3.21MB 13.99
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
libnvjpeg 12.4.0.76 12.3.3.54 1.04MB 43.79
qt6-main 6.9.2 6.8.2 1.02MB 2.07
uv 0.11.2 0.10.8 822.75KB 4.6
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.0 - 171.16KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.0 - 147.88KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.0 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libcufile 1.14.1.1 1.11.1.6 49.34KB 5.49
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pyopenssl 24.3.0 25.3.0 29.11KB 32.1
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
langsmith 0.7.23 0.7.14 8.77KB 3.68
cuda-cudart_linux-64 12.9.79 12.6.77 8.43KB 4.58
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
charset-normalizer 3.4.6 3.4.5 5.18KB 9.96
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libsystemd0 260.1 259.3 4.90KB 0.95
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
faiss 1.10.0 1.9.0 3.78KB 0.27
wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
libudev1 260.1 259.3 3.01KB 1.83
zlib 1.3.2 1.3.1 2.86KB 3.15
notebook 7.5.5 7.5.4 2.77KB 0.03
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
cuda-cudart 12.9.79 12.6.77 845.00B 3.77
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
cuda-version 12.9 12.6 638.00B 3.05
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
cuda-crt-tools 12.9.86 12.6.85 558.00B 2.06
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.42.0 0.41.0 -20.00B -0.04
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
faiss-cpu 1.10.0 1.9.0 -286.00B -1.57
pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
cuda-cuobjdump 12.9.82 12.6.77 -962.00B -0.39
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
cuda-nvtx 12.9.79 12.6.77 -2.02KB -6.61
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gds-tools 1.14.1.1 1.11.1.6 -6.11KB -0.02
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
googleapis-common-protos 1.73.1 1.72.0 -20.01KB -12.25
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
weasel 1.0.0 0.4.3 -33.98KB -43.99
google-cloud-bigquery-core 3.18.0 3.40.1 -36.46KB -19.27
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
google-api-core 2.30.1 2.29.0 -63.14KB -38.07
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.7 3.1.6 -69.22KB -21.55
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
cryptography 44.0.3 46.0.5 -86.49KB -5.36
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
snowflake-connector-python 3.13.2 3.17.4 -152.63KB -13.68
cuda-cupti 12.9.79 12.6.80 -153.64KB -7.87
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
black 26.3.1 26.1.0 -238.79KB -58.74
dnspython 2.7.0 2.8.0 -341.04KB -66.91
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.0 2.245.0 -791.80KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
libcufft 11.4.1.4 11.3.0.4 -1.62MB -1.04
nltk 3.9.4 3.9.3 -2.31MB -67.62
libarrow 21.0.0 19.0.1 -2.69MB -31.99
mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
liblapack 3.11.0 3.9.0 -2.91MB -99.4
pygments 2.20.0 2.19.2 -3.62MB -80.97
python 3.12.13 3.12.9 -4.57MB -13.15
cuda-nvdisasm 12.9.88 12.6.77 -42.36MB -88.95
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

Python Package Size Report (CPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.75GB 1.77GB -14.28MB -0.79

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 32.48MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.2 18.27MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
nodejs 20.19.6 16.50MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for ${\color{red}10.27}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libtensorflow_cc 2.19.1 - 139.55MB -
libclang-cpp21.1 21.1.0 - 20.15MB -
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
mlflow 3.10.1 2.22.0 3.62MB 22008.78
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
qt6-main 6.9.2 6.8.2 1.02MB 2.07
uv 0.11.2 0.10.8 822.75KB 4.6
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
jupyterlab 4.5.6 4.5.5 245.85KB 3.15
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.0 - 171.16KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.0 - 147.88KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.0 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.41.1 - 52.62KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
langsmith 0.7.23 0.7.14 8.77KB 3.68
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
charset-normalizer 3.4.6 3.4.5 5.18KB 9.96
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
faiss 1.10.0 1.9.0 3.78KB 0.27
wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
zlib 1.3.2 1.3.1 2.86KB 3.15
notebook 7.5.5 7.5.4 2.77KB 0.03
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
google-cloud-bigquery-core 3.41.0 3.40.1 277.00B 0.14
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.42.0 0.41.0 -20.00B -0.04
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
faiss-cpu 1.10.0 1.9.0 -286.00B -1.57
pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
googleapis-common-protos 1.73.1 1.72.0 -20.01KB -12.25
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
weasel 1.0.0 0.4.3 -33.98KB -43.99
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.7 3.1.6 -69.22KB -21.55
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
black 26.3.1 26.1.0 -238.79KB -58.74
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.0 2.245.0 -791.80KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
nltk 3.9.4 3.9.3 -2.31MB -67.62
libarrow 21.0.0 19.0.1 -2.69MB -31.99
mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
liblapack 3.11.0 3.9.0 -2.91MB -99.4
pygments 2.20.0 2.19.2 -3.62MB -80.97
python 3.12.13 3.12.9 -4.57MB -13.15
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

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Python Package Dependency Report

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: b6e313e
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.0.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
pip 26.0.1 26.0.1
${\color{red}langchain}$ 0.3.27 1.2.14
${\color{red}boto3}$ 1.42.70 1.42.81
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
${\color{red}ipython}$ 8.37.0 9.12.0
jupyter-scheduler 2.12.0 2.12.0
jupyter-lsp 2.3.1 2.3.1
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
altair 6.0.0 6.0.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyterlab 4.5.6 4.5.6
jinja2 3.1.6 3.1.6
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
uvicorn 0.42.0 0.42.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.5 7.5.5
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
${\color{red}pandas}$ 2.3.3 3.0.2
${\color{red}pytorch}$ 2.8.0 2.10.0
autogluon 1.5.0 1.5.0
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-dash 0.4.2 0.4.2
fastapi 0.135.3 0.135.3
${\color{red}numpy}$ 1.26.4 2.4.3
aws-glue-sessions 1.0.9 1.0.9
jupyter-server-proxy 4.5.0 4.5.0
jupyterlab-git 0.52.0 0.52.0
keras 3.13.2 3.13.2
${\color{red}langchain-aws}$ 0.2.35 1.4.2
jupyter-collaboration 4.3.0 4.3.0
${\color{red}langchain-openai}$ 0.3.35 1.1.12
${\color{red}scipy}$ 1.16.3 1.17.1
mcp 1.26.0 1.26.0
pyhive 0.7.0 0.7.0
${\color{red}torchvision}$ 0.24.0 0.25.0
matplotlib-base 3.10.8 3.10.8
docker-cli 29.3.1 29.3.1
py-xgboost-gpu 2.1.4 2.1.4
${\color{red}scikit-learn}$ 1.7.2 1.8.0
s3fs 2026.3.0 2026.3.0
mlflow 3.10.1 3.10.1
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-extension 0.5.4 0.5.4
conda 26.1.1 26.1.1
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-mlflow 0.2.0 0.2.0
python-lsp-server 1.14.0 1.14.0
sagemaker-python-sdk 3.7.0 3.7.0
sagemaker-studio 1.1.8 1.1.8
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
strands-agents-mcp-server 0.1.2 0.1.2
sagemaker-studio-cli 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
${\color{red}strands-agents}$ 0.3.0 1.4.0
python-gssapi 1.11.1 1.11.1
sagemaker-code-editor 1.9.4 1.9.4
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

Staleness Report: 4.0.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-lsp 2.3.1 2.3.1
pip 26.0.1 26.0.1
amazon-sagemaker-sql-magic 0.1.4 0.1.4
altair 6.0.0 6.0.0
${\color{red}boto3}$ 1.42.70 1.42.81
jupyterlab 4.5.6 4.5.6
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
jinja2 3.1.6 3.1.6
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
jupyter-scheduler 2.12.0 2.12.0
${\color{red}numpy}$ 1.26.4 2.4.3
amazon_sagemaker_sql_editor 0.2.1 0.2.1
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
${\color{red}pytorch}$ 2.8.0 2.10.0
uvicorn 0.42.0 0.42.0
${\color{red}langchain}$ 0.3.27 1.2.14
${\color{red}pandas}$ 2.3.3 3.0.2
autogluon 1.5.0 1.5.0
${\color{red}ipython}$ 8.37.0 9.12.0
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
ipywidgets 8.1.8 8.1.8
aws-glue-sessions 1.0.9 1.0.9
notebook 7.5.5 7.5.5
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
${\color{red}scipy}$ 1.16.3 1.17.1
fastapi 0.135.3 0.135.3
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
jupyter-dash 0.4.2 0.4.2
matplotlib-base 3.10.8 3.10.8
jupyterlab-git 0.52.0 0.52.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.13.2 3.13.2
${\color{red}torchvision}$ 0.24.0 0.25.0
git-remote-codecommit 1.16 1.16
${\color{red}langchain-openai}$ 0.3.35 1.1.12
mcp 1.26.0 1.26.0
${\color{red}langchain-aws}$ 0.2.35 1.4.2
mlflow 3.10.1 3.10.1
py-xgboost-cpu 2.1.4 2.1.4
jupyter-server-proxy 4.5.0 4.5.0
pyhive 0.7.0 0.7.0
s3fs 2026.3.0 2026.3.0
python-lsp-server 1.14.0 1.14.0
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-headless-execution-driver 0.0.13 0.0.13
docker-cli 29.3.1 29.3.1
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.4 0.5.4
conda 26.1.1 26.1.1
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio 1.1.8 1.1.8
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
sagemaker-python-sdk 3.7.0 3.7.0
sagemaker-kernel-wrapper 0.0.6 0.0.6
${\color{red}strands-agents}$ 0.3.0 1.4.0
strands-agents-mcp-server 0.1.2 0.1.2
sagemaker-studio-cli 1.0.7 1.0.7
supervisor 4.3.0 4.3.0
strands-agents-tools 0.1.9 0.1.9
seaborn 0.13.2 0.13.2
python-gssapi 1.11.1 1.11.1
sagemaker-code-editor 1.9.4 1.9.4
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 7c952c2
  • 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-H90kIAaKOLeW
  • Commit ID: 7c952c2
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-gpu:9.92 GB 3.9.0-gpu:8.18 GB 1.74 GB Larger 21.25% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-cpu:3.62 GB 3.9.0-cpu:3.23 GB 0.39 GB Larger 11.97% Larger

Timeout searching for package cuda-gdb after 5 attempts, ignore.
Error searching for package liblzma after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'liblzma==5.8.2', '--json']' returned non-zero exit status 1.

Python Package Size Report (GPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.29GB 4.01GB 284.61MB 6.93

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.29.3.1 279.28MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for 4.2% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libcublas 12.9.1.4 12.6.4.1 189.85MB 74.1
libtensorflow_cc 2.19.1 - 139.55MB -
libmagma 2.9.0 2.8.0 115.28MB 48.27
libcusolver 11.7.5.82 11.7.1.2 99.80MB 104.14
libcusparse 12.5.10.65 12.5.4.2 80.53MB 67.87
triton 3.4.0 3.2.0 70.42MB 73.37
cuda-nvrtc 12.9.86 12.6.85 46.77MB 270.4
libcudss 0.7.1.4 0.5.0.16 26.39MB 85.68
libclang-cpp21.1 21.1.0 - 20.15MB -
libnvjitlink 12.9.86 12.6.85 14.24MB 95.79
cuda-nvvm-tools 12.9.86 12.6.85 12.75MB 122.84
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
libcurand 10.3.10.19 10.3.7.77 4.23MB 10.6
mlflow 3.10.1 2.22.0 3.62MB 22008.78
cuda-nvcc-tools 12.9.86 12.6.85 3.21MB 13.99
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
libnvjpeg 12.4.0.76 12.3.3.54 1.04MB 43.79
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
jupyterlab 4.5.6 4.5.5 733.19KB 9.39
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
uv 0.11.3 0.10.8 688.90KB 3.85
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.0 - 171.16KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.0 - 147.88KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.0 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
nltk 3.9.4 3.9.3 59.91KB 1.71
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libcufile 1.14.1.1 1.11.1.6 49.34KB 5.49
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
pygments 2.20.0 2.19.2 43.91KB 0.96
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pyopenssl 24.3.0 25.3.0 29.11KB 32.1
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
langsmith 0.7.24 0.7.14 8.64KB 3.62
cuda-cudart_linux-64 12.9.79 12.6.77 8.43KB 4.58
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
black 26.3.1 26.1.0 7.55KB 1.86
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
charset-normalizer 3.4.7 3.4.5 5.53KB 10.64
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libsystemd0 260.1 259.3 4.90KB 0.95
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
faiss 1.10.0 1.9.0 3.78KB 0.27
wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
libudev1 260.1 259.3 3.01KB 1.83
zlib 1.3.2 1.3.1 2.86KB 3.15
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
cuda-cudart 12.9.79 12.6.77 845.00B 3.77
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
cuda-version 12.9 12.6 638.00B 3.05
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
cuda-crt-tools 12.9.86 12.6.85 558.00B 2.06
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.42.0 0.41.0 -20.00B -0.04
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
faiss-cpu 1.10.0 1.9.0 -286.00B -1.57
pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
cuda-cuobjdump 12.9.82 12.6.77 -962.00B -0.39
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
typer 0.24.1 0.24.0 -1.69KB -1.46
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
cuda-nvtx 12.9.79 12.6.77 -2.02KB -6.61
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gds-tools 1.14.1.1 1.11.1.6 -6.11KB -0.02
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
googleapis-common-protos 1.73.1 1.72.0 -20.01KB -12.25
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
weasel 1.0.0 0.4.3 -33.98KB -43.99
jupyter-lsp 2.3.1 2.3.0 -34.46KB -36.41
google-cloud-bigquery-core 3.18.0 3.40.1 -36.46KB -19.27
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
google-api-core 2.30.1 2.29.0 -63.14KB -38.07
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.7 3.1.6 -69.22KB -21.55
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
cryptography 44.0.3 46.0.5 -86.49KB -5.36
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
snowflake-connector-python 3.13.2 3.17.4 -152.63KB -13.68
cuda-cupti 12.9.79 12.6.80 -153.64KB -7.87
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
dnspython 2.7.0 2.8.0 -341.04KB -66.91
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.0 2.245.0 -791.80KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
libcufft 11.4.1.4 11.3.0.4 -1.62MB -1.04
libarrow 21.0.0 19.0.1 -2.69MB -31.99
mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
liblapack 3.11.0 3.9.0 -2.91MB -99.4
notebook 7.5.5 7.5.4 -3.88MB -40.26
python 3.12.13 3.12.9 -4.57MB -13.15
cuda-nvdisasm 12.9.88 12.6.77 -42.36MB -88.95
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

Python Package Size Report (CPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.76GB 1.77GB -11.57MB -0.64

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 32.48MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.3 18.14MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
nodejs 20.19.6 16.50MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for ${\color{red}10.26}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libtensorflow_cc 2.19.1 - 139.55MB -
libclang-cpp21.1 21.1.0 - 20.15MB -
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
mlflow 3.10.1 2.22.0 3.62MB 22008.78
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
jupyterlab 4.5.6 4.5.5 733.19KB 9.39
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
uv 0.11.3 0.10.8 688.90KB 3.85
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.0 - 171.16KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.0 - 147.88KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.0 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
nltk 3.9.4 3.9.3 59.91KB 1.71
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.41.1 - 52.62KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
pygments 2.20.0 2.19.2 43.91KB 0.96
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
langsmith 0.7.24 0.7.14 8.64KB 3.62
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
black 26.3.1 26.1.0 7.55KB 1.86
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
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aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
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wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
zlib 1.3.2 1.3.1 2.86KB 3.15
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
google-cloud-bigquery-core 3.41.0 3.40.1 277.00B 0.14
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
uvicorn-standard 0.42.0 0.41.0 46.00B 1.11
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.42.0 0.41.0 -20.00B -0.04
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
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pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
typer 0.24.1 0.24.0 -1.69KB -1.46
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
googleapis-common-protos 1.73.1 1.72.0 -20.01KB -12.25
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
weasel 1.0.0 0.4.3 -33.98KB -43.99
jupyter-lsp 2.3.1 2.3.0 -34.46KB -36.41
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.7 3.1.6 -69.22KB -21.55
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
pyasn1 0.6.3 0.6.2 -83.65KB -56.26
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.0 2.245.0 -791.80KB -98.73
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
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mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
liblapack 3.11.0 3.9.0 -2.91MB -99.4
notebook 7.5.5 7.5.4 -3.88MB -40.26
python 3.12.13 3.12.9 -4.57MB -13.15
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

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Python Package Dependency Report

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: f7f4186
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.0.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
jupyterlab 4.5.6 4.5.6
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
altair 6.0.0 6.0.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
${\color{red}ipython}$ 8.37.0 9.12.0
${\color{red}boto3}$ 1.42.70 1.42.82
amazon-sagemaker-sql-magic 0.1.4 0.1.4
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyter-lsp 2.3.1 2.3.1
jupyter-scheduler 2.12.0 2.12.0
jinja2 3.1.6 3.1.6
pip 26.0.1 26.0.1
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
${\color{red}langchain}$ 0.3.27 1.2.14
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
${\color{red}uvicorn}$ 0.42.0 0.43.0
ipywidgets 8.1.8 8.1.8
notebook 7.5.5 7.5.5
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
aws-glue-sessions 1.0.9 1.0.9
${\color{red}pytorch}$ 2.8.0 2.10.0
${\color{red}pandas}$ 2.3.3 3.0.2
${\color{red}numpy}$ 1.26.4 2.4.3
autogluon 1.5.0 1.5.0
git-remote-codecommit 1.16 1.16
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
fastapi 0.135.3 0.135.3
jupyter-dash 0.4.2 0.4.2
jupyterlab-git 0.52.0 0.52.0
keras 3.14.0 3.14.0
${\color{red}langchain-aws}$ 0.2.35 1.4.2
${\color{red}langchain-openai}$ 0.3.35 1.1.12
py-xgboost-gpu 2.1.4 2.1.4
${\color{red}scipy}$ 1.16.3 1.17.1
pyhive 0.7.0 0.7.0
${\color{red}torchvision}$ 0.24.0 0.25.0
mcp 1.27.0 1.27.0
docker-cli 29.3.1 29.3.1
conda 26.1.1 26.1.1
matplotlib-base 3.10.8 3.10.8
jupyter-server-proxy 4.5.0 4.5.0
s3fs 2026.3.0 2026.3.0
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-headless-execution-driver 0.0.13 0.0.13
python-lsp-server 1.14.0 1.14.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-jupyterlab-extension 0.5.4 0.5.4
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-studio 1.1.8 1.1.8
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
${\color{red}strands-agents}$ 0.3.0 1.4.0
python-gssapi 1.11.1 1.11.1
strands-agents-mcp-server 0.1.2 0.1.2
mlflow 3.10.1 3.10.1
sagemaker-studio-analytics-extension 0.3.0 0.3.0
strands-agents-tools 0.1.9 0.1.9
sagemaker-code-editor 1.9.4 1.9.4
supervisor 4.3.0 4.3.0
sagemaker-studio-cli 1.0.7 1.0.7
seaborn 0.13.2 0.13.2
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

Staleness Report: 4.0.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
altair 6.0.0 6.0.0
${\color{red}boto3}$ 1.42.70 1.42.82
jupyterlab 4.5.6 4.5.6
${\color{red}ipython}$ 8.37.0 9.12.0
jupyter-scheduler 2.12.0 2.12.0
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
${\color{red}numpy}$ 1.26.4 2.4.3
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
${\color{red}pandas}$ 2.3.3 3.0.2
${\color{red}uvicorn}$ 0.42.0 0.43.0
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
jupyter-lsp 2.3.1 2.3.1
autogluon 1.5.0 1.5.0
${\color{red}pytorch}$ 2.8.0 2.10.0
pip 26.0.1 26.0.1
ipywidgets 8.1.8 8.1.8
notebook 7.5.5 7.5.5
jinja2 3.1.6 3.1.6
aws-glue-sessions 1.0.9 1.0.9
${\color{red}langchain}$ 0.3.27 1.2.14
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
git-remote-codecommit 1.16 1.16
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-activity-monitor-extension 0.3.2 0.3.2
fastapi 0.135.3 0.135.3
jupyter-collaboration 4.3.0 4.3.0
jupyter-server-proxy 4.5.0 4.5.0
matplotlib-base 3.10.8 3.10.8
keras 3.14.0 3.14.0
jupyterlab-git 0.52.0 0.52.0
${\color{red}scikit-learn}$ 1.7.2 1.8.0
${\color{red}langchain-aws}$ 0.2.35 1.4.2
jupyter-dash 0.4.2 0.4.2
${\color{red}torchvision}$ 0.24.0 0.25.0
mcp 1.27.0 1.27.0
${\color{red}langchain-openai}$ 0.3.35 1.1.12
mlflow 3.10.1 3.10.1
py-xgboost-cpu 2.1.4 2.1.4
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-headless-execution-driver 0.0.13 0.0.13
s3fs 2026.3.0 2026.3.0
docker-cli 29.3.1 29.3.1
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-python-sdk 3.7.1 3.7.1
conda 26.1.1 26.1.1
sagemaker-studio 1.1.8 1.1.8
sagemaker-jupyterlab-extension 0.5.4 0.5.4
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio-analytics-extension 0.3.0 0.3.0
seaborn 0.13.2 0.13.2
strands-agents-mcp-server 0.1.2 0.1.2
${\color{red}strands-agents}$ 0.3.0 1.4.0
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
strands-agents-tools 0.1.9 0.1.9
supervisor 4.3.0 4.3.0
python-gssapi 1.11.1 1.11.1
sagemaker-code-editor 1.9.4 1.9.4
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: 398c190
  • Result: FAILED
  • Build Logs (available for 30 days)

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aakashmandavilli96
aakashmandavilli96 approved these changes Apr 3, 2026
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LGTM

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: 8a9485b
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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

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Staleness Report: 4.0.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyterlab 4.5.6 4.5.6
altair 6.0.0 6.0.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
${\color{red}boto3}$ 1.42.70 1.42.82
jupyter-scheduler 2.12.0 2.12.0
pip 26.0.1 26.0.1
${\color{red}langchain}$ 0.3.27 1.2.14
jupyter-lsp 2.3.1 2.3.1
${\color{red}ipython}$ 8.37.0 9.12.0
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
jinja2 3.1.6 3.1.6
uvicorn 0.43.0 0.43.0
autogluon 1.5.0 1.5.0
ipywidgets 8.1.8 8.1.8
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
notebook 7.5.5 7.5.5
aws-glue-sessions 1.0.9 1.0.9
${\color{red}pytorch}$ 2.8.0 2.10.0
${\color{red}pandas}$ 2.3.3 3.0.2
${\color{red}numpy}$ 1.26.4 2.4.3
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
fastapi 0.135.3 0.135.3
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
git-remote-codecommit 1.16 1.16
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-dash 0.4.2 0.4.2
jupyterlab-git 0.52.0 0.52.0
jupyter-collaboration 4.3.0 4.3.0
${\color{red}langchain-aws}$ 0.2.35 1.4.3
${\color{red}scipy}$ 1.16.3 1.17.1
jupyter-server-proxy 4.5.0 4.5.0
${\color{red}langchain-openai}$ 0.3.35 1.1.12
matplotlib-base 3.10.8 3.10.8
${\color{red}scikit-learn}$ 1.7.2 1.8.0
keras 3.14.0 3.14.0
mlflow 3.10.1 3.10.1
py-xgboost-gpu 2.1.4 2.1.4
${\color{red}torchvision}$ 0.24.0 0.25.0
pyhive 0.7.0 0.7.0
mcp 1.27.0 1.27.0
python-lsp-server 1.14.0 1.14.0
s3fs 2026.3.0 2026.3.0
docker-cli 29.3.1 29.3.1
conda 26.1.1 26.1.1
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-jupyterlab-extension 0.5.4 0.5.4
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
seaborn 0.13.2 0.13.2
sagemaker-studio-cli 1.0.7 1.0.7
${\color{red}strands-agents}$ 0.3.0 1.4.0
strands-agents-tools 0.1.9 0.1.9
strands-agents-mcp-server 0.1.2 0.1.2
supervisor 4.3.0 4.3.0
python-gssapi 1.11.1 1.11.1
sagemaker-studio 1.1.8 1.1.8
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-code-editor 1.9.4 1.9.4
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

Staleness Report: 4.0.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
altair 6.0.0 6.0.0
jinja2 3.1.6 3.1.6
${\color{red}ipython}$ 8.37.0 9.12.0
amazon-q-developer-jupyterlab-ext 3.4.8 3.4.8
jupyter-scheduler 2.12.0 2.12.0
amazon_sagemaker_sql_editor 0.2.1 0.2.1
amazon-sagemaker-sql-magic 0.1.4 0.1.4
amazon-sagemaker-jupyter-scheduler 3.2.0 3.2.0
${\color{red}jupyterlab-lsp}$ 5.0.3 5.3.0
jupyter-lsp 2.3.1 2.3.1
${\color{red}numpy}$ 1.26.4 2.4.3
amzn-sagemaker-aiops-jupyterlab-extension 1.0.5 1.0.5
${\color{red}jupyter-ai}$ 2.31.7 3.0.0
${\color{red}pytorch}$ 2.8.0 2.10.0
uvicorn 0.43.0 0.43.0
jupyterlab 4.5.6 4.5.6
${\color{red}pandas}$ 2.3.3 3.0.2
autogluon 1.5.0 1.5.0
${\color{red}boto3}$ 1.42.70 1.42.82
ipywidgets 8.1.8 8.1.8
${\color{red}langchain}$ 0.3.27 1.2.14
notebook 7.5.5 7.5.5
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 1.2.9
aws-glue-sessions 1.0.9 1.0.9
aws-s3-access-grants-boto3-plugin 1.3.0 1.3.0
${\color{red}scipy}$ 1.16.3 1.17.1
pip 26.0.1 26.0.1
git-remote-codecommit 1.16 1.16
matplotlib-base 3.10.8 3.10.8
jupyter-activity-monitor-extension 0.3.2 0.3.2
jupyter-collaboration 4.3.0 4.3.0
sagemaker-jupyterlab-extension-common 0.3.3 0.3.3
${\color{red}scikit-learn}$ 1.7.2 1.8.0
jupyter-dash 0.4.2 0.4.2
keras 3.14.0 3.14.0
${\color{red}torchvision}$ 0.24.0 0.25.0
${\color{red}langchain-aws}$ 0.2.35 1.4.3
${\color{red}langchain-openai}$ 0.3.35 1.1.12
jupyterlab-git 0.52.0 0.52.0
fastapi 0.135.3 0.135.3
mlflow 3.10.1 3.10.1
jupyter-server-proxy 4.5.0 4.5.0
mcp 1.27.0 1.27.0
pyhive 0.7.0 0.7.0
python-lsp-server 1.14.0 1.14.0
py-xgboost-cpu 2.1.4 2.1.4
sagemaker-jupyterlab-emr-extension 0.4.3 0.4.3
docker-cli 29.3.1 29.3.1
sagemaker-jupyterlab-extension 0.5.4 0.5.4
conda 26.1.1 26.1.1
s3fs 2026.3.0 2026.3.0
sagemaker-mlflow 0.2.0 0.2.0
sagemaker-python-sdk 3.7.1 3.7.1
sagemaker-studio 1.1.8 1.1.8
sagemaker-studio-analytics-extension 0.3.0 0.3.0
sagemaker-studio-cli 1.0.7 1.0.7
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.8
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.15
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.18
sagemaker-headless-execution-driver 0.0.13 0.0.13
${\color{red}strands-agents}$ 0.3.0 1.4.0
strands-agents-mcp-server 0.1.2 0.1.2
python-gssapi 1.11.1 1.11.1
strands-agents-tools 0.1.9 0.1.9
sagemaker-kernel-wrapper 0.0.6 0.0.6
sagemaker-code-editor 1.9.4 1.9.4
supervisor 4.3.0 4.3.0
seaborn 0.13.2 0.13.2
tensorflow 2.19.1 2.19.1
uv 0.11.3 0.11.3

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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-GzX4lUMOfNat
  • Commit ID: adc34ea
  • 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-H90kIAaKOLeW
  • Commit ID: adc34ea
  • Result: FAILED
  • Build Logs (available for 30 days)

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

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-gpu:9.94 GB 3.9.0-gpu:8.18 GB 1.76 GB Larger 21.46% Larger

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
4.0.0-cpu:3.63 GB 3.9.0-cpu:3.23 GB 0.40 GB Larger 12.49% Larger

Timeout searching for package cuda-gdb after 5 attempts, ignore.

Python Package Size Report (GPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
4.29GB 4.01GB 281.99MB 6.87

Top-20 Largest Python Packages

Package Version in the Target Image Size
libcudnn 9.10.2.21 502.42MB
libcublas 12.9.1.4 446.08MB
libmagma 2.9.0 354.08MB
nccl 2.29.3.1 279.28MB
libcusparse 12.5.10.65 199.17MB
libcusolver 11.7.5.82 195.64MB
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
triton 3.4.0 166.39MB
libcufft 11.4.1.4 154.57MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
cuda-nvrtc 12.9.86 64.07MB
tensorflow-base 2.19.1 59.47MB
libcudss 0.7.1.4 57.18MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libcurand 10.3.10.19 44.08MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for 4.2% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libcublas 12.9.1.4 12.6.4.1 189.85MB 74.1
libtensorflow_cc 2.19.1 - 139.55MB -
libmagma 2.9.0 2.8.0 115.28MB 48.27
libcusolver 11.7.5.82 11.7.1.2 99.80MB 104.14
libcusparse 12.5.10.65 12.5.4.2 80.53MB 67.87
triton 3.4.0 3.2.0 70.42MB 73.37
cuda-nvrtc 12.9.86 12.6.85 46.77MB 270.4
libcudss 0.7.1.4 0.5.0.16 26.39MB 85.68
libclang-cpp21.1 21.1.0 - 20.15MB -
libnvjitlink 12.9.86 12.6.85 14.24MB 95.79
cuda-nvvm-tools 12.9.86 12.6.85 12.75MB 122.84
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
libcurand 10.3.10.19 10.3.7.77 4.23MB 10.6
mlflow 3.10.1 2.22.0 3.62MB 22008.78
cuda-nvcc-tools 12.9.86 12.6.85 3.21MB 13.99
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
libnvjpeg 12.4.0.76 12.3.3.54 1.04MB 43.79
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
jupyterlab 4.5.6 4.5.5 733.19KB 9.39
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
uv 0.11.3 0.10.8 688.90KB 3.85
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
urllib3 2.5.0 1.26.20 195.00KB 172.75
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.1 - 171.17KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.1 - 147.95KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.1 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
nltk 3.9.4 3.9.3 59.91KB 1.71
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.66.0 - 53.22KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libcufile 1.14.1.1 1.11.1.6 49.34KB 5.49
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
pygments 2.20.0 2.19.2 43.91KB 0.96
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pyopenssl 24.3.0 25.3.0 29.11KB 32.1
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
cuda-cudart_linux-64 12.9.79 12.6.77 8.43KB 4.58
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
langsmith 0.7.25 0.7.14 7.71KB 3.23
black 26.3.1 26.1.0 7.55KB 1.86
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
charset-normalizer 3.4.7 3.4.5 5.53KB 10.64
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
python-tzdata 2026.1 2025.3 5.01KB 3.61
libcblas 3.11.0 3.9.0 4.90KB 37.25
libsystemd0 260.1 259.3 4.90KB 0.95
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
faiss 1.10.0 1.9.0 3.78KB 0.27
wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
libudev1 260.1 259.3 3.01KB 1.83
zlib 1.3.2 1.3.1 2.86KB 3.15
sqlalchemy 2.0.49 2.0.48 2.61KB 0.09
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
pyasn1 0.6.3 0.6.2 1.74KB 1.17
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
cuda-cudart 12.9.79 12.6.77 845.00B 3.77
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
cuda-version 12.9 12.6 638.00B 3.05
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
cuda-crt-tools 12.9.86 12.6.85 558.00B 2.06
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
weasel 1.0.0 0.4.3 368.00B 0.47
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
google-cloud-bigquery-core 3.41.0 3.40.1 277.00B 0.14
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
uvicorn-standard 0.43.0 0.41.0 3.00B 0.07
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.43.0 0.41.0 -163.00B -0.3
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
faiss-cpu 1.10.0 1.9.0 -286.00B -1.57
pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
cuda-cuobjdump 12.9.82 12.6.77 -962.00B -0.39
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
typer 0.24.1 0.24.0 -1.69KB -1.46
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
cuda-nvtx 12.9.79 12.6.77 -2.02KB -6.61
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gds-tools 1.14.1.1 1.11.1.6 -6.11KB -0.02
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
googleapis-common-protos 1.74.0 1.72.0 -17.01KB -10.41
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
jupyter-lsp 2.3.1 2.3.0 -34.46KB -36.41
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.8 3.1.6 -69.05KB -21.5
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
cryptography 44.0.3 46.0.5 -86.49KB -5.36
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
snowflake-connector-python 3.13.2 3.17.4 -152.63KB -13.68
cuda-cupti 12.9.79 12.6.80 -153.64KB -7.87
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
mcp 1.27.0 1.26.0 -166.29KB -52.93
dnspython 2.7.0 2.8.0 -341.04KB -66.91
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.1 2.245.0 -791.76KB -98.72
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
libcufft 11.4.1.4 11.3.0.4 -1.62MB -1.04
libarrow 21.0.0 19.0.1 -2.69MB -31.99
mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
keras 3.14.0 3.13.2 -2.79MB -75.74
liblapack 3.11.0 3.9.0 -2.91MB -99.4
notebook 7.5.5 7.5.4 -3.88MB -40.26
python 3.12.13 3.12.9 -4.57MB -13.15
cuda-nvdisasm 12.9.88 12.6.77 -42.36MB -88.95
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

Python Package Size Report (CPU)

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.75GB 1.77GB -14.40MB -0.8

Top-20 Largest Python Packages

Package Version in the Target Image Size
onnxruntime 1.24.2 179.00MB
deltalake 1.3.2 172.96MB
libtensorflow_cc 2.19.1 139.55MB
mkl 2025.3.1 119.62MB
amazon-sagemaker-jupyter-ai-q-developer 1.2.9 74.74MB
tensorflow-base 2.19.1 59.47MB
libtorch 2.8.0 56.34MB
sagemaker-code-editor 1.9.4 53.41MB
qt6-main 6.9.2 50.13MB
libllvm21 21.1.0 42.31MB
ray-core 2.53.0 38.47MB
llvmlite 0.47.0 32.48MB
python 3.12.13 30.14MB
pytorch 2.8.0 25.85MB
panel 1.8.10 22.15MB
pandoc 3.9.0.2 21.33MB
libclang-cpp21.1 21.1.0 20.15MB
uv 0.11.3 18.14MB
amazon_sagemaker_sql_editor 0.2.1 17.76MB
nodejs 20.19.6 16.50MB

Python Package Size Delta

The total size of newly introduced Python packages is 184.43MB, accounts for ${\color{red}10.27}$% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libtensorflow_cc 2.19.1 - 139.55MB -
libclang-cpp21.1 21.1.0 - 20.15MB -
onnx 1.20.0 - 11.38MB -
ray-core 2.53.0 2.44.1 10.35MB 36.79
libtensorflow_framework 2.19.1 - 8.84MB -
pyarrow 21.0.0 19.0.1 8.11MB 33545.22
libtorch 2.8.0 2.6.0 4.32MB 8.3
mlflow 3.10.1 2.22.0 3.62MB 22008.78
libarrow-compute 21.0.0 - 2.73MB -
pytorch 2.8.0 2.6.0 2.34MB 9.94
llvmlite 0.47.0 0.46.0 1.70MB 5.52
libprotobuf 6.31.1 5.28.3 1.51MB 51.7
qt6-main 6.9.2 6.8.2 1.02MB 2.07
botocore 1.42.70 1.37.3 777.83KB 10.46
sentencepiece-python 0.2.1 0.2.0 760.93KB 32.96
jupyterlab 4.5.6 4.5.5 733.19KB 9.39
python-duckdb 1.5.1 1.4.4 705.18KB 4.44
uv 0.11.3 0.10.8 688.90KB 3.85
harfbuzz 12.2.0 11.2.1 665.22KB 39.37
hf-xet 1.4.3 1.2.1 629.60KB 23.62
setuptools 82.0.1 82.0.0 621.24KB 99.79
amazon_sagemaker_sql_editor 0.2.1 0.1.21 603.42KB 3.43
libgrpc 1.73.1 1.67.1 602.18KB 7.91
mkl 2025.3.1 2024.2.2 486.90KB 0.4
sagemaker-core 2.7.1 1.0.76 442.87KB 162.57
sagemaker-schema-inference-artifacts 0.0.5 - 428.10KB -
binaryornot 0.6.0 0.4.4 374.61KB 3752.69
docker-cli 29.3.1 27.5.1 335.14KB 3.85
flatbuffers 25.2.10 24.12.23 279.32KB 18.63
pcre2 10.46 10.44 247.46KB 26.51
python-rapidjson 1.23 - 217.09KB -
apsw 3.52.0.0 3.48.0.0 198.22KB 20.67
click 8.2.1 8.3.1 193.63KB 214.12
skops 0.13.0 - 185.90KB -
sagemaker-train 1.7.1 - 171.17KB -
ml_dtypes 0.5.4 0.4.0 166.09KB 98.51
mlflow-ui 3.10.1 2.22.0 149.23KB 2.98
sagemaker-serve 1.7.1 - 147.95KB -
huey 2.6.0 - 143.25KB -
sagemaker-mlops 1.7.1 - 133.28KB -
deepdiff 9.0.0 - 132.52KB -
s3transfer 0.16.0 0.11.3 113.73KB 180.88
ray-default 2.53.0 2.44.1 105.54KB 5.3
attrs 26.1.0 23.2.0 99.75KB 187.14
libopentelemetry-cpp 1.21.0 1.18.0 93.23KB 11.92
libparquet 21.0.0 19.0.1 92.85KB 7.77
mpfr 4.2.2 4.2.1 87.35KB 13.95
tensorboard 2.19.0 2.18.0 76.96KB 1.4
orc 2.2.1 2.1.1 73.56KB 6.07
libsqlite 3.52.0 3.48.0 71.54KB 8.36
aws-sdk-cpp 1.11.606 1.11.510 69.61KB 2.1
torchvision 0.24.0 0.21.0 61.13KB 5.23
nltk 3.9.4 3.9.3 59.91KB 1.71
altair 6.0.0 5.5.0 59.00KB 8.33
pyjwt 2.12.1 2.11.0 57.57KB 190.26
poppler 25.12.0 25.02.0 54.21KB 2.87
tritonclient 2.41.1 - 52.62KB -
nss 3.118 3.108 51.51KB 2.63
databricks-sdk 0.102.0 0.73.0 49.51KB 10.64
libgoogle-cloud 2.39.0 2.36.0 48.82KB 3.98
opentelemetry-proto 1.40.0 - 45.66KB -
pygments 2.20.0 2.19.2 43.91KB 0.96
libopentelemetry-cpp-headers 1.21.0 1.18.0 39.67KB 12.74
s2n 1.5.26 1.5.14 36.63KB 10.62
prettytable 3.17.0 - 34.97KB -
orderly-set 5.5.0 - 33.18KB -
conda 26.1.1 25.11.1 31.91KB 3.38
flask-cors 6.0.2 - 31.80KB -
pycrdt-store 0.1.3 - 27.54KB -
azure-storage-blobs-cpp 12.14.0 12.13.0 26.41KB 4.91
libglib 2.86.2 2.84.1 26.38KB 0.68
orjson 3.11.8 3.11.7 26.34KB 7.99
libml_dtypes-headers 0.5.4 - 23.38KB -
opentelemetry-exporter-prometheus 0.61b0 - 22.65KB -
platformdirs 4.9.4 4.9.2 22.00KB 87.84
spacy 3.8.14 3.8.11 21.23KB 0.4
libgoogle-cloud-storage 2.39.0 2.36.0 17.79KB 2.32
aws-crt-cpp 0.34.4 0.31.0 17.68KB 4.64
langchain-aws 0.2.35 0.2.19 16.83KB 19.95
jupyter-collaboration-ui 2.3.0 1.1.2 15.89KB 40.05
jupyter-docprovider 2.3.0 1.1.2 13.78KB 39.07
aiobotocore 3.3.0 2.22.0 13.32KB 19.79
aws-c-auth 0.9.1 0.8.6 12.65KB 11.78
sagemaker-code-editor 1.9.4 1.9.2 11.20KB 0.02
protobuf 6.31.1 5.28.3 10.60KB 2.77
libsentencepiece 0.2.1 0.2.0 10.09KB 1.24
aiohttp 3.13.5 3.13.3 9.99KB 1.15
tbb 2022.3.0 2021.13.0 9.42KB 5.49
azure-identity-cpp 1.12.0 1.10.0 9.28KB 4.09
aws-c-s3 0.8.6 0.7.13 8.36KB 6.64
h5py 3.16.0 3.15.1 8.25KB 0.68
opentelemetry-semantic-conventions 0.61b0 0.60b1 7.83KB 6.79
langsmith 0.7.25 0.7.14 7.71KB 3.23
black 26.3.1 26.1.0 7.55KB 1.86
_x86_64-microarch-level 4 - 7.53KB -
slack-sdk 3.41.0 3.40.1 7.23KB 4.6
opentelemetry-sdk 1.40.0 1.39.1 6.64KB 8.04
aws-c-io 0.22.0 0.17.0 6.26KB 3.68
confection 1.3.3 0.1.5 5.68KB 7.99
charset-normalizer 3.4.7 3.4.5 5.53KB 10.64
aws-c-http 0.10.4 0.9.4 5.47KB 2.56
fonttools 4.62.0 4.61.1 5.24KB 0.22
libffi 3.5.2 3.4.6 5.06KB 9.69
python-tzdata 2026.1 2025.3 5.01KB 3.61
libcblas 3.11.0 3.9.0 4.90KB 37.25
libblas 3.11.0 3.9.0 4.85KB 36.62
optuna 4.8.0 4.7.0 4.60KB 1.84
packaging 25.0 24.2 4.60KB 2.65
tensorflow 2.19.1 2.18.0 4.40KB 10.09
jupyter_server_ydoc 2.3.0 1.1.2 4.34KB 12.53
tensorflow-estimator 2.19.1 2.18.0 3.95KB 0.73
sentencepiece 0.2.1 0.2.0 3.91KB 25.6
faiss 1.10.0 1.9.0 3.78KB 0.27
wayland 1.25.0 1.24.0 3.58KB 1.11
preshed 3.0.13 3.0.12 3.47KB 2.76
regex 2026.3.32 2026.2.28 3.29KB 0.94
azure-core-cpp 1.16.0 1.14.0 3.10KB 0.92
sagemaker-jupyterlab-extension 0.5.4 0.5.2 3.07KB 0.7
zlib 1.3.2 1.3.1 2.86KB 3.15
sqlalchemy 2.0.49 2.0.48 2.61KB 0.09
srsly 2.5.3 2.5.2 2.54KB 0.95
sagemaker-jupyterlab-extension-common 0.3.3 0.3.0 2.48KB 0.99
pango 1.56.4 1.56.3 2.35KB 0.53
aws-c-mqtt 0.13.3 0.12.2 2.17KB 1.04
tornado 6.5.5 6.5.4 2.14KB 0.33
libzlib 1.3.2 1.3.1 2.01KB 3.34
thinc 8.3.13 8.3.10 2.00KB 0.24
cachetools 6.2.6 5.5.2 1.98KB 13.33
boto3 1.42.70 1.37.3 1.95KB 2.4
opentelemetry-api 1.40.0 1.39.1 1.95KB 4.3
google-auth 2.49.1 2.48.0 1.92KB 1.39
aws-c-event-stream 0.5.6 0.5.4 1.75KB 3.14
pyasn1 0.6.3 0.6.2 1.74KB 1.17
libpng 1.6.56 1.6.55 1.52KB 0.63
aws-c-cal 0.9.2 0.8.7 1.47KB 3.0
async-lru 2.3.0 2.2.0 1.44KB 6.89
numba 0.65.0 0.64.0 1.44KB 0.03
libutf8proc 2.11.3 2.10.0 1.24KB 1.53
fastcore 1.12.34 1.12.23 1.07KB 1.12
python-fasthtml 0.13.2 0.12.47 1.04KB 1.5
azure-storage-common-cpp 12.10.0 12.8.0 918.00B 0.61
sagemaker-studio-dataengineering-sessions 1.3.18 1.3.13 837.00B 0.39
python-discovery 1.2.1 1.1.0 813.00B 2.44
pycrdt-websocket 0.16.0 0.15.5 795.00B 3.05
libsolv 0.7.36 0.7.35 724.00B 0.14
json5 0.14.0 0.13.0 714.00B 2.1
opentelemetry-instrumentation 0.61b0 0.60b1 655.00B 1.92
re2 2025.11.05 2024.07.02 640.00B 2.4
grpcio-status 1.73.1 1.67.1 624.00B 3.41
xyzservices 2026.3.0 2025.11.0 604.00B 1.18
jupyter_scheduler 2.12.0 2.11.0 533.00B 0.22
amazon-sagemaker-jupyter-scheduler 3.2.0 3.1.16 517.00B 0.29
pip 26.0.1 25.3 493.00B 0.04
pytest-cov 7.1.0 7.0.0 479.00B 1.33
fastapi-core 0.135.3 0.135.1 413.00B 0.43
aws-s3-access-grants-boto3-plugin 1.3.0 1.2.0 403.00B 2.24
opentelemetry-instrumentation-threading 0.61b0 0.60b1 378.00B 2.09
weasel 1.0.0 0.4.3 368.00B 0.47
jupyter-scheduler 2.12.0 2.11.0 329.00B 4.55
ujson 5.12.0 5.11.0 314.00B 0.53
google-cloud-bigquery-core 3.41.0 3.40.1 277.00B 0.14
coverage 7.13.5 7.13.4 264.00B 0.08
filelock 3.25.2 3.25.0 189.00B 0.74
libexpat 2.7.5 2.7.4 124.00B 0.1
libavif16 1.4.1 1.4.0 121.00B 0.08
plum-dispatch 2.8.0 2.7.1 97.00B 0.23
libabseil 20250512.1 20240722.0 91.00B 0.01
sse-starlette 3.3.4 3.3.2 65.00B 0.33
aws-c-common 0.12.4 0.12.0 38.00B 0.02
duckdb 1.5.1 1.4.4 38.00B 0.49
virtualenv 21.2.0 21.1.0 31.00B 0.0
libfreetype 2.14.3 2.14.2 14.00B 0.17
narwhals 2.18.1 2.17.0 6.00B 0.0
libthrift 0.22.0 0.21.0 5.00B 0.0
uvicorn-standard 0.43.0 0.41.0 3.00B 0.07
glib-tools 2.86.2 2.84.1 -3.00B -0.0
fastapi 0.135.3 0.135.1 -6.00B -0.12
libuuid 2.42 2.41.3 -14.00B -0.03
uvicorn 0.43.0 0.41.0 -163.00B -0.3
kiwisolver 1.5.0 1.4.9 -187.00B -0.24
jupyter-collaboration 4.3.0 3.1.2 -197.00B -1.5
faiss-cpu 1.10.0 1.9.0 -286.00B -1.57
pyathena 3.30.1 3.30.0 -297.00B -0.25
distributed 2026.3.0 2026.1.2 -312.00B -0.02
freetype 2.14.3 2.14.2 -453.00B -0.26
aws-checksums 0.2.7 0.2.3 -719.00B -0.95
libarrow-acero 21.0.0 19.0.1 -1.67KB -0.26
typer 0.24.1 0.24.0 -1.69KB -1.46
libfreetype6 2.14.3 2.14.2 -1.70KB -0.45
jsonpointer 3.1.1 3.0.0 -2.13KB -11.21
libarrow-dataset 21.0.0 19.0.1 -2.90KB -0.47
libnghttp2 1.68.1 1.67.0 -3.18KB -0.49
aws-c-sdkutils 0.2.4 0.2.3 -3.70KB -6.44
lerc 4.1.0 4.0.0 -3.74KB -1.45
sentencepiece-spm 0.2.1 0.2.0 -4.03KB -4.56
pycrdt 0.12.50 0.12.47 -4.09KB -0.52
llvm-openmp 22.1.2 22.1.0 -4.77KB -0.08
pyroaring 1.0.4 1.0.3 -5.20KB -1.57
gdk-pixbuf 2.44.4 2.42.12 -7.05KB -1.25
requests 2.33.1 2.32.5 -7.60KB -5.07
libarrow-substrait 21.0.0 19.0.1 -8.02KB -1.57
dask-core 2026.3.0 2026.1.2 -11.46KB -0.47
gmpy2 2.3.0 2.2.1 -12.71KB -5.12
libre2-11 2025.11.05 2024.07.02 -13.40KB -6.05
ray-tune 2.53.0 2.44.1 -15.77KB -31.28
mpc 1.4.0 1.3.1 -15.98KB -14.03
googleapis-common-protos 1.74.0 1.72.0 -17.01KB -10.41
jupyter-server-proxy 4.5.0 4.4.0 -18.31KB -30.02
pyspnego 0.12.1 0.11.2 -18.38KB -6.11
grpcio 1.73.1 1.67.1 -20.06KB -2.41
s3fs 2026.3.0 2024.12.0 -22.00KB -38.67
sagemaker-gen-ai-jupyterlab-extension 1.0.15 1.0.14 -27.44KB -24.16
jupyter-lsp 2.3.1 2.3.0 -34.46KB -36.41
proto-plus 1.27.2 1.27.1 -37.20KB -46.46
tomli 2.4.1 2.4.0 -54.69KB -72.2
pydantic-extra-types 2.11.1 2.11.0 -66.42KB -48.56
werkzeug 3.1.8 3.1.6 -69.05KB -21.5
starlette 1.0.0 0.52.1 -69.31KB -52.69
graphviz 13.1.2 12.2.1 -77.57KB -3.17
anyio 4.13.0 4.12.1 -101.18KB -41.38
pandoc 3.9.0.2 3.9 -103.41KB -0.47
dbus 1.16.2 1.13.6 -134.37KB -23.51
fsspec 2026.3.0 2024.12.0 -153.81KB -51.39
mcp 1.27.0 1.26.0 -166.29KB -52.93
mpmath 1.4.1 1.4.0 -392.85KB -46.39
pyarrow-core 21.0.0 19.0.1 -454.84KB -9.14
sagemaker-studio-dataengineering-extensions 1.3.8 1.3.7 -658.54KB -30.94
pyside6 6.9.2 6.8.2 -720.03KB -6.79
sagemaker-python-sdk 3.7.1 2.245.0 -791.76KB -98.72
panel 1.8.10 1.8.9 -933.88KB -3.95
bokeh 3.9.0 3.8.2 -1.49MB -26.99
libarrow 21.0.0 19.0.1 -2.69MB -31.99
mlflow-skinny 3.10.1 2.22.0 -2.72MB -43.13
keras 3.14.0 3.13.2 -2.79MB -75.74
liblapack 3.11.0 3.9.0 -2.91MB -99.4
notebook 7.5.5 7.5.4 -3.88MB -40.26
python 3.12.13 3.12.9 -4.57MB -13.15
libfaiss 1.10.0 1.9.0 -58.21MB -97.33
tensorflow-base 2.19.1 2.18.0 -87.96MB -59.66

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Python Package Dependency Report

Target Image Version: 4.0.0 | Base Image Version: 3.9.0

Image Type: (GPU)

No new packages found for dependency report

Image Type: (CPU)

No new packages found for dependency report

@TRNWWZ TRNWWZ merged commit aaadd5b into main Apr 7, 2026
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@aakashmandavilli96 aakashmandavilli96 aakashmandavilli96 approved these changes
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@sagemaker-distribution-bot @TRNWWZ @aakashmandavilli96 @aws-srijach @aws-jjyim @ruijiang-rjian @rliuamzn @yzhum