release: v3.1.0

[github-actions]

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.

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 058c62b
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.6	3.1.6
pytorch	2.6.0	2.6.0
pandas	2.2.3	2.2.3
${\color{red}boto3}$	1.37.1	1.37.35
aioboto3	14.1.0	14.1.0
altair	5.5.0	5.5.0
ipython	8.35.0	8.35.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.4.0	4.4.0
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8
langchain	0.3.23	0.3.23
jupyter-ai	2.31.3	2.31.3
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	1.2.3
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11
amazon-sagemaker-sql-magic	0.1.4	0.1.4
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.16	0.1.16
scipy	1.15.2	1.15.2
matplotlib-base	3.10.1	3.10.1
${\color{red}scikit-learn}$	1.5.2	1.6.1
pip	25.0.1	25.0.1
torchvision	0.21.0	0.21.0
autogluon	1.2.0	1.2.0
ipywidgets	8.1.6	8.1.6
notebook	7.4.0	7.4.0
aws-glue-sessions	1.0.9	1.0.9
conda	25.3.1	25.3.1
docker-cli	27.5.1	27.5.1
uvicorn	0.34.1	0.34.1
fastapi	0.115.12	0.115.12
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.1.0	3.1.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.51.1	0.51.1
keras	3.9.0	3.9.0
${\color{red}langchain-aws}$	0.2.19	0.2.20
mlflow	2.21.3	2.21.3
py-xgboost-gpu	2.1.4	2.1.4
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.2	1.12.2
${\color{red}s3fs}$	2024.10.0	2024.12.0
sagemaker-code-editor	1.5.0	1.5.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8
sagemaker-jupyterlab-extension	0.4.0	0.4.0
sagemaker-kernel-wrapper	0.0.5	0.0.5
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.243.2	2.243.2
sagemaker-studio-analytics-extension	0.1.6	0.1.6
seaborn	0.13.2	0.13.2
supervisor	4.2.5	4.2.5
tensorflow	2.18.0	2.18.0
tf-keras	2.18.0	2.18.0

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.6	3.1.6
pytorch	2.6.0	2.6.0
pandas	2.2.3	2.2.3
${\color{red}boto3}$	1.37.1	1.37.35
aioboto3	14.1.0	14.1.0
altair	5.5.0	5.5.0
ipython	8.35.0	8.35.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.4.0	4.4.0
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8
langchain	0.3.23	0.3.23
jupyter-ai	2.31.3	2.31.3
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	1.2.3
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11
amazon-sagemaker-sql-magic	0.1.4	0.1.4
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.16	0.1.16
scipy	1.15.2	1.15.2
matplotlib-base	3.10.1	3.10.1
${\color{red}scikit-learn}$	1.5.2	1.6.1
pip	25.0.1	25.0.1
torchvision	0.21.0	0.21.0
autogluon	1.2.0	1.2.0
ipywidgets	8.1.6	8.1.6
notebook	7.4.0	7.4.0
aws-glue-sessions	1.0.9	1.0.9
conda	25.3.1	25.3.1
docker-cli	27.5.1	27.5.1
uvicorn	0.34.1	0.34.1
fastapi	0.115.12	0.115.12
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.1.0	3.1.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.51.1	0.51.1
keras	3.9.0	3.9.0
${\color{red}langchain-aws}$	0.2.19	0.2.20
mlflow	2.21.3	2.21.3
py-xgboost-cpu	2.1.4	2.1.4
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.2	1.12.2
${\color{red}s3fs}$	2024.10.0	2024.12.0
sagemaker-code-editor	1.5.0	1.5.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8
sagemaker-jupyterlab-extension	0.4.0	0.4.0
sagemaker-kernel-wrapper	0.0.5	0.0.5
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.243.2	2.243.2
sagemaker-studio-analytics-extension	0.1.6	0.1.6
seaborn	0.13.2	0.13.2
supervisor	4.2.5	4.2.5
tensorflow	2.18.0	2.18.0
tf-keras	2.18.0	2.18.0

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:6.99 GB	3.0.0-gpu:6.67 GB	0.33 GB Larger	4.88% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.10 GB	3.0.0-cpu:2.03 GB	0.06 GB Larger	3.08% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.15GB	3.95GB	202.79MB	5.01

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.6.0	498.48MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.2.1	171.89MB
libcufft	11.3.0.4	156.19MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
onnxruntime	1.20.1	110.65MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	75.33MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.3	41.03MB

Python Package Size Delta

The total size of newly introduced Python packages is 152.32MB, accounts for 3.59% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.20.1	-	110.65MB	-
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	1.1.0	75.25MB	93313.32
libllvm20	20.1.3	-	41.03MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
pytorch	2.6.0	2.5.1	986.11KB	3.67
notebook	7.4.0	7.3.3	750.54KB	7.92
jupyterlab	4.4.0	4.3.6	742.87KB	9.96
mlflow-ui	2.21.3	2.21.0	543.13KB	12.77
libmamba	2.1.0	1.5.12	322.44KB	19.6
libmambapy	2.1.0	1.5.12	291.75KB	91.56
pydantic-core	2.33.1	2.27.2	253.22KB	15.8
simdjson	3.12.3	-	242.30KB	-
libhwy	1.2.0	1.1.0	207.52KB	19.07
spdlog	1.15.2	-	190.55KB	-
openssl	3.5.0	3.4.1	178.09KB	6.2
transformers	4.51.3	4.49.0	141.21KB	4.11
catboost	1.2.8	1.2.7	117.14KB	0.27
virtualenv	20.30.0	20.29.3	111.97KB	3.26
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
coloredlogs	15.0.1	-	42.73KB	-
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
libglib	2.84.1	2.82.2	23.26KB	0.61
cpp-expected	1.1.0	-	23.07KB	-
multidict	6.3.2	6.2.0	21.89KB	33.93
narwhals	1.35.0	1.31.0	21.24KB	11.86
typing-inspection	0.4.0	-	17.65KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
dask-core	2025.3.0	2025.2.0	13.74KB	1.45
accelerate	1.5.2	0.34.2	13.37KB	6.34
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
libcurl	8.13.0	8.12.1	11.15KB	2.67
docstring-to-markdown	0.16	0.15	10.94KB	32.91
pydantic	2.11.3	2.10.6	9.55KB	3.29
libgpg-error	1.53	1.51	8.72KB	3.32
setuptools	78.1.0	75.8.2	8.61KB	1.13
langchain-core	0.3.52	0.3.46	7.81KB	2.92
fonttools	4.57.0	4.56.0	7.81KB	0.28
databricks-sdk	0.50.0	0.46.0	7.78KB	1.92
multiprocess	0.70.18	0.70.17	7.55KB	2.25
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
langchain-community	0.3.21	0.3.20	5.26KB	0.44
memray	1.17.1	1.16.0	4.03KB	0.58
starlette	0.46.2	0.46.1	3.91KB	6.87
optuna	4.3.0	4.2.1	3.50KB	1.53
pycrdt	0.12.13	0.12.9	3.46KB	0.45
orjson	3.10.16	3.10.15	3.23KB	1.09
pyparsing	3.2.3	3.2.1	2.84KB	3.12
pytorch-lightning	2.5.1	2.5.0.post0	2.80KB	0.64
platformdirs	4.3.7	4.3.6	2.78KB	13.9
ipython	8.35.0	8.34.0	2.64KB	0.43
textual	3.1.0	2.1.2	2.63KB	0.57
jupyter-ai	2.31.3	2.30.0	2.54KB	1.08
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
expat	2.7.0	2.6.4	1.86KB	1.38
langchain	0.3.23	0.3.21	1.82KB	0.43
google-auth	2.39.0	2.38.0	1.80KB	1.59
libxml2	2.13.7	2.13.6	1.76KB	0.26
liblzma	5.8.1	5.6.4	1.32KB	1.21
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
propcache	0.3.1	0.2.1	1.26KB	2.43
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
sagemaker-python-sdk	2.243.2	2.242.0	1.09KB	0.14
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
rsa	4.9.1	4.9	910.00B	2.95
dill	0.4.0	0.3.9	891.00B	0.99
glib-tools	2.84.1	2.82.2	829.00B	0.72
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
jupyterlab_widgets	3.0.14	3.0.13	744.00B	0.4
urllib3	2.4.0	2.3.0	689.00B	0.69
ppft	1.7.7	1.7.6.9	653.00B	1.91
sagemaker-studio-analytics-extension	0.1.6	0.1.5	596.00B	1.35
pox	0.3.6	0.3.5	572.00B	2.14
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
uvicorn-standard	0.34.1	0.34.0	471.00B	6.54
pathos	0.3.4	0.3.3	436.00B	0.82
pylint	3.3.6	3.3.5	430.00B	0.11
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
ipywidgets	8.1.6	8.1.5	390.00B	0.34
mlforecast	0.13.6	0.13.4	390.00B	0.68
python-tzdata	2025.2	2025.1	366.00B	0.25
sagemaker-jupyterlab-extension-common	0.2.0	0.1.36	284.00B	0.12
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
jupyter-ai-magics	2.31.3	2.30.0	201.00B	0.56
lxml	5.3.2	5.3.1	199.00B	0.01
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
uvicorn	0.34.1	0.34.0	161.00B	0.33
mlflow	2.21.3	2.21.0	146.00B	0.9
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
conda-libmamba-solver	25.3.0	24.9.0	8.00B	0.02
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
termcolor	3.0.1	2.5.0	-24.00B	-0.19
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
gluonts	0.16.1	0.16.0	-83.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
distributed	2025.3.0	2025.2.0	-600.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
sagemaker-core	1.0.29	1.0.25	-1.03KB	-0.41
greenlet	3.2.0	3.1.1	-1.64KB	-0.71
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
pytz	2024.2	2024.1	-2.59KB	-1.4
rdma-core	56.1	56.0	-2.92KB	-0.24
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
llvm-openmp	20.1.2	19.1.7	-5.69KB	-0.18
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
spacy	3.8.5	3.8.2	-13.40KB	-0.24
mlflow-skinny	2.21.3	2.21.0	-15.22KB	-0.24
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.12GB	1.04GB	86.02MB	8.08

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	75.33MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.1.0	40.77MB
python	3.12.9	30.12MB
ray-core	2.40.0	29.13MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.20.1	11.59MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 1.06% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.3	1.1.0	75.25MB	93313.32
onnxruntime	1.20.1	-	11.59MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
libtorch	2.6.0	2.5.1	776.46KB	1.48
notebook	7.4.0	7.3.3	750.54KB	7.92
jupyterlab	4.4.0	4.3.6	742.87KB	9.96
mlflow-ui	2.21.3	2.21.0	543.13KB	12.77
libmamba	2.1.0	1.5.12	322.44KB	19.6
libmambapy	2.1.0	1.5.12	291.75KB	91.56
pydantic-core	2.33.1	2.27.2	253.22KB	15.8
simdjson	3.12.3	-	242.30KB	-
libhwy	1.2.0	1.1.0	207.52KB	19.07
spdlog	1.15.2	-	190.55KB	-
openssl	3.5.0	3.4.1	178.09KB	6.2
transformers	4.51.3	4.49.0	141.21KB	4.11
libboost	1.86.0	1.84.0	117.90KB	4.27
virtualenv	20.30.0	20.29.3	111.97KB	3.26
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
coloredlogs	15.0.1	-	42.73KB	-
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
libglib	2.84.1	2.82.2	23.26KB	0.61
cpp-expected	1.1.0	-	23.07KB	-
multidict	6.3.2	6.2.0	21.89KB	33.93
narwhals	1.35.0	1.31.0	21.24KB	11.86
typing-inspection	0.4.0	-	17.65KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
dask-core	2025.3.0	2025.2.0	13.74KB	1.45
accelerate	1.5.2	0.34.2	13.37KB	6.34
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
libcurl	8.13.0	8.12.1	11.15KB	2.67
docstring-to-markdown	0.16	0.15	10.94KB	32.91
pydantic	2.11.3	2.10.6	9.55KB	3.29
libgpg-error	1.53	1.51	8.72KB	3.32
setuptools	78.1.0	75.8.2	8.61KB	1.13
langchain-core	0.3.52	0.3.46	7.81KB	2.92
fonttools	4.57.0	4.56.0	7.81KB	0.28
databricks-sdk	0.50.0	0.46.0	7.78KB	1.92
multiprocess	0.70.18	0.70.17	7.55KB	2.25
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
langchain-community	0.3.21	0.3.20	5.26KB	0.44
memray	1.17.1	1.16.0	4.03KB	0.58
starlette	0.46.2	0.46.1	3.91KB	6.87
optuna	4.3.0	4.2.1	3.50KB	1.53
pycrdt	0.12.13	0.12.9	3.46KB	0.45
orjson	3.10.16	3.10.15	3.23KB	1.09
pyparsing	3.2.3	3.2.1	2.84KB	3.12
pytorch-lightning	2.5.1	2.5.0.post0	2.80KB	0.64
platformdirs	4.3.7	4.3.6	2.78KB	13.9
ipython	8.35.0	8.34.0	2.64KB	0.43
textual	3.1.0	2.1.2	2.63KB	0.57
jupyter-ai	2.31.3	2.30.0	2.54KB	1.08
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
expat	2.7.0	2.6.4	1.86KB	1.38
langchain	0.3.23	0.3.21	1.82KB	0.43
google-auth	2.39.0	2.38.0	1.80KB	1.59
libxml2	2.13.7	2.13.6	1.76KB	0.26
liblzma	5.8.1	5.6.4	1.32KB	1.21
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
propcache	0.3.1	0.2.1	1.26KB	2.43
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
sagemaker-python-sdk	2.243.2	2.242.0	1.09KB	0.14
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
rsa	4.9.1	4.9	910.00B	2.95
dill	0.4.0	0.3.9	891.00B	0.99
glib-tools	2.84.1	2.82.2	829.00B	0.72
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
jupyterlab_widgets	3.0.14	3.0.13	744.00B	0.4
urllib3	2.4.0	2.3.0	689.00B	0.69
ppft	1.7.7	1.7.6.9	653.00B	1.91
sagemaker-studio-analytics-extension	0.1.6	0.1.5	596.00B	1.35
pox	0.3.6	0.3.5	572.00B	2.14
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
uvicorn-standard	0.34.1	0.34.0	471.00B	6.54
pathos	0.3.4	0.3.3	436.00B	0.82
pylint	3.3.6	3.3.5	430.00B	0.11
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
ipywidgets	8.1.6	8.1.5	390.00B	0.34
mlforecast	0.13.6	0.13.4	390.00B	0.68
python-tzdata	2025.2	2025.1	366.00B	0.25
sagemaker-jupyterlab-extension-common	0.2.0	0.1.36	284.00B	0.12
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
jupyter-ai-magics	2.31.3	2.30.0	201.00B	0.56
lxml	5.3.2	5.3.1	199.00B	0.01
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
uvicorn	0.34.1	0.34.0	161.00B	0.33
mlflow	2.21.3	2.21.0	146.00B	0.9
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
conda-libmamba-solver	25.3.0	24.9.0	8.00B	0.02
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
termcolor	3.0.1	2.5.0	-24.00B	-0.19
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
gluonts	0.16.1	0.16.0	-83.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
distributed	2025.3.0	2025.2.0	-600.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
sagemaker-core	1.0.29	1.0.25	-1.03KB	-0.41
greenlet	3.2.0	3.1.1	-1.64KB	-0.71
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
llvm-openmp	20.1.2	19.1.7	-5.69KB	-0.18
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
spacy	3.8.5	3.8.2	-13.40KB	-0.24
mlflow-skinny	2.21.3	2.21.0	-15.22KB	-0.24
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

Python Package Dependency Report

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 9a7daab
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 90d6bea
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: e1a1cc0
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}scikit-learn}$	1.5.2	1.6.1	1930584
${\color{red}boto3}$	1.37.1	1.38.6	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1	25.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
ipywidgets	8.1.6	8.1.6	1281470
notebook	7.4.1	7.4.1	1258578
seaborn	0.13.2	0.13.2	1159322
pytorch	2.6.0	2.6.0	1013528
jupyterlab	4.4.1	4.4.1	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.24	0.3.24	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.243.2	2.243.2	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.2.0	1.2.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}scikit-learn}$	1.5.2	1.6.1	1930584
${\color{red}boto3}$	1.37.1	1.38.6	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1	25.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
ipywidgets	8.1.6	8.1.6	1281470
notebook	7.4.1	7.4.1	1258578
seaborn	0.13.2	0.13.2	1159322
pytorch	2.6.0	2.6.0	1013528
jupyterlab	4.4.1	4.4.1	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.24	0.3.24	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.243.2	2.243.2	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.2.0	1.2.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:7.00 GB	3.0.0-gpu:6.67 GB	0.33 GB Larger	4.91% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.09 GB	3.0.0-cpu:2.03 GB	0.05 GB Larger	2.65% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.15GB	3.95GB	203.23MB	5.02

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.6.0	498.48MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.5.1	172.14MB
libcufft	11.3.0.4	156.19MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
onnxruntime	1.20.1	110.65MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.4	41.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 152.48MB, accounts for 3.59% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.20.1	-	110.65MB	-
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
libllvm20	20.1.4	-	41.01MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
pytorch	2.6.0	2.5.1	986.11KB	3.67
jupyterlab	4.4.1	4.3.6	806.33KB	10.81
notebook	7.4.1	7.3.3	721.67KB	7.61
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.0	1.5.12	321.08KB	19.52
libmambapy	2.1.0	1.5.12	291.73KB	91.55
nccl	2.26.5.1	2.26.2.1	263.54KB	0.15
pydantic-core	2.33.1	2.27.2	253.22KB	15.8
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	178.09KB	6.2
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
catboost	1.2.8	1.2.7	117.14KB	0.27
virtualenv	20.30.0	20.29.3	111.97KB	3.26
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
libxkbcommon	1.9.0	1.8.1	27.52KB	4.37
narwhals	1.37.0	1.31.0	27.10KB	15.13
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
multidict	6.4.3	6.2.0	18.96KB	29.38
typing-inspection	0.4.0	-	17.65KB	-
pixman	0.46.0	0.44.2	17.18KB	4.62
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
accelerate	1.5.2	0.34.2	13.37KB	6.34
databricks-sdk	0.51.0	0.46.0	12.34KB	3.05
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
libcurl	8.13.0	8.12.1	11.15KB	2.67
docstring-to-markdown	0.16	0.15	10.94KB	32.91
langchain-core	0.3.56	0.3.46	10.58KB	3.96
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
pydantic	2.11.3	2.10.6	9.55KB	3.29
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.4	3.0.3	6.91KB	7.64
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
pycrdt	0.12.15	0.12.9	4.66KB	0.6
memray	1.17.1	1.16.0	4.03KB	0.58
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
orjson	3.10.16	3.10.15	3.23KB	1.09
ipython	8.36.0	8.34.0	3.18KB	0.51
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
json5	0.12.0	0.10.0	2.48KB	8.05
textual	3.1.1	2.1.2	2.40KB	0.52
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
google-auth	2.39.0	2.38.0	1.80KB	1.59
libxml2	2.13.7	2.13.6	1.76KB	0.26
rdma-core	57.0	56.0	1.67KB	0.14
markdown	3.8	3.6	1.64KB	2.15
langchain	0.3.24	0.3.21	1.62KB	0.38
glib-tools	2.84.1	2.82.2	1.39KB	1.24
liblzma	5.8.1	5.6.4	1.32KB	1.21
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
sagemaker-python-sdk	2.243.2	2.242.0	1.09KB	0.14
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
jupyterlab_widgets	3.0.14	3.0.13	744.00B	0.4
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
pox	0.3.6	0.3.5	572.00B	2.14
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
pathos	0.3.4	0.3.3	436.00B	0.82
pylint	3.3.6	3.3.5	430.00B	0.11
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
ipywidgets	8.1.6	8.1.5	390.00B	0.34
mlforecast	0.13.6	0.13.4	390.00B	0.68
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
gluonts	0.16.1	0.16.0	-83.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
sagemaker-core	1.0.30	1.0.25	-303.00B	-0.12
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
llvm-openmp	20.1.3	19.1.7	-5.00KB	-0.16
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1	25.0.1	-9.16KB	-0.75
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.12GB	1.04GB	86.22MB	8.1

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.1.0	40.77MB
python	3.12.9	30.12MB
ray-core	2.40.0	29.13MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.20.1	11.59MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.41MB, accounts for 1.08% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
onnxruntime	1.20.1	-	11.59MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
jupyterlab	4.4.1	4.3.6	806.33KB	10.81
libtorch	2.6.0	2.5.1	776.46KB	1.48
notebook	7.4.1	7.3.3	721.67KB	7.61
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.0	1.5.12	321.08KB	19.52
libmambapy	2.1.0	1.5.12	291.73KB	91.55
pydantic-core	2.33.1	2.27.2	253.22KB	15.8
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	178.09KB	6.2
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
libboost	1.86.0	1.84.0	117.90KB	4.27
virtualenv	20.30.0	20.29.3	111.97KB	3.26
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
libxkbcommon	1.9.0	1.8.1	27.52KB	4.37
narwhals	1.37.0	1.31.0	27.10KB	15.13
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
multidict	6.4.3	6.2.0	18.96KB	29.38
typing-inspection	0.4.0	-	17.65KB	-
pixman	0.46.0	0.44.2	17.18KB	4.62
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
accelerate	1.5.2	0.34.2	13.37KB	6.34
databricks-sdk	0.51.0	0.46.0	12.34KB	3.05
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
libcurl	8.13.0	8.12.1	11.15KB	2.67
docstring-to-markdown	0.16	0.15	10.94KB	32.91
langchain-core	0.3.56	0.3.46	10.58KB	3.96
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
pydantic	2.11.3	2.10.6	9.55KB	3.29
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.4	3.0.3	6.91KB	7.64
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
pycrdt	0.12.15	0.12.9	4.66KB	0.6
memray	1.17.1	1.16.0	4.03KB	0.58
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
orjson	3.10.16	3.10.15	3.23KB	1.09
ipython	8.36.0	8.34.0	3.18KB	0.51
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
json5	0.12.0	0.10.0	2.48KB	8.05
textual	3.1.1	2.1.2	2.40KB	0.52
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
google-auth	2.39.0	2.38.0	1.80KB	1.59
libxml2	2.13.7	2.13.6	1.76KB	0.26
markdown	3.8	3.6	1.64KB	2.15
langchain	0.3.24	0.3.21	1.62KB	0.38
glib-tools	2.84.1	2.82.2	1.39KB	1.24
liblzma	5.8.1	5.6.4	1.32KB	1.21
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
sagemaker-python-sdk	2.243.2	2.242.0	1.09KB	0.14
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
jupyterlab_widgets	3.0.14	3.0.13	744.00B	0.4
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
pox	0.3.6	0.3.5	572.00B	2.14
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
pathos	0.3.4	0.3.3	436.00B	0.82
pylint	3.3.6	3.3.5	430.00B	0.11
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
ipywidgets	8.1.6	8.1.5	390.00B	0.34
mlforecast	0.13.6	0.13.4	390.00B	0.68
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
gluonts	0.16.1	0.16.0	-83.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
sagemaker-core	1.0.30	1.0.25	-303.00B	-0.12
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
llvm-openmp	20.1.3	19.1.7	-5.00KB	-0.16
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1	25.0.1	-9.16KB	-0.75
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

Python Package Dependency Report

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 40d864a
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.8	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.6	8.1.6	1281470
notebook	7.4.1	7.4.1	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.1	4.4.1	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.8	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.6	8.1.6	1281470
notebook	7.4.1	7.4.1	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.1	4.4.1	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353

[aws-tianquaw]

Staleness:

• jupyter-scheduler constraints version of s3fs, reached out to the owner team.
• aioboto3 constraints version of boto3, langchain-aws: Bump botocore to latest aio-libs/aiobotocore#1318
• autogluon constraints version of pytorch, reached out to the owner team.
• amazon_sagemaker_sql_editor constraints version of jupyterlab-lsp - less important package

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:7.02 GB	3.0.0-gpu:6.67 GB	0.35 GB Larger	5.24% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.11 GB	3.0.0-cpu:2.03 GB	0.08 GB Larger	3.99% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.19GB	3.95GB	243.56MB	6.02

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.6.0	498.48MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.5.1	172.14MB
libcufft	11.3.0.4	156.19MB
onnxruntime	1.21.1	132.96MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.4	41.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 203.29MB, accounts for 4.74% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.21.1	-	132.96MB	-
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
libllvm20	20.1.4	-	41.01MB	-
panel	1.6.3	-	20.91MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	986.11KB	3.67
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
nccl	2.26.5.1	2.26.2.1	263.54KB	0.15
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
catboost	1.2.8	1.2.7	117.14KB	0.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.0	1.31.0	31.21KB	17.42
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.4	3.0.3	6.91KB	7.64
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
rdma-core	57.0	56.0	1.67KB	0.14
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
sagemaker-core	1.0.31	1.0.25	-17.00B	-0.01
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
libgomp	15.1.0	14.2.0	-7.06KB	-1.57
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.14GB	1.04GB	104.67MB	9.83

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.2.1	40.54MB
python	3.12.9	30.12MB
ray-core	2.44.1	29.98MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
panel	1.6.3	20.91MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.21.1	12.01MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB

Python Package Size Delta

The total size of newly introduced Python packages is 41.33MB, accounts for 3.53% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
panel	1.6.3	-	20.91MB	-
onnxruntime	1.21.1	-	12.01MB	-
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
libtorch	2.6.0	2.5.1	776.46KB	1.48
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
libboost	1.86.0	1.84.0	117.90KB	4.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.0	1.31.0	31.21KB	17.42
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.4	3.0.3	6.91KB	7.64
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
sagemaker-core	1.0.31	1.0.25	-17.00B	-0.01
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: d3f6c4f
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:7.02 GB	3.0.0-gpu:6.67 GB	0.35 GB Larger	5.24% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.12 GB	3.0.0-cpu:2.03 GB	0.09 GB Larger	4.19% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.19GB	3.95GB	243.56MB	6.02

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.6.0	498.48MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.5.1	172.14MB
libcufft	11.3.0.4	156.19MB
onnxruntime	1.21.1	132.96MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.4	41.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 203.29MB, accounts for 4.74% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.21.1	-	132.96MB	-
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
libllvm20	20.1.4	-	41.01MB	-
panel	1.6.3	-	20.91MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	986.11KB	3.67
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
nccl	2.26.5.1	2.26.2.1	263.54KB	0.15
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
catboost	1.2.8	1.2.7	117.14KB	0.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.0	1.31.0	31.21KB	17.42
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
rdma-core	57.0	56.0	1.67KB	0.14
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
sagemaker-core	1.0.31	1.0.25	-17.00B	-0.01
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
libgomp	15.1.0	14.2.0	-7.06KB	-1.57
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.14GB	1.04GB	104.67MB	9.83

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.2.1	40.54MB
python	3.12.9	30.12MB
ray-core	2.44.1	29.98MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
panel	1.6.3	20.91MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.21.1	12.01MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB

Python Package Size Delta

The total size of newly introduced Python packages is 41.33MB, accounts for 3.53% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
panel	1.6.3	-	20.91MB	-
onnxruntime	1.21.1	-	12.01MB	-
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
libtorch	2.6.0	2.5.1	776.46KB	1.48
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
libboost	1.86.0	1.84.0	117.90KB	4.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.0	1.31.0	31.21KB	17.42
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
platformdirs	4.3.7	4.3.6	2.78KB	13.9
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
sagemaker-core	1.0.31	1.0.25	-17.00B	-0.01
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 8b8882b
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 4d11c39
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.11	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:7.03 GB	3.0.0-gpu:6.67 GB	0.36 GB Larger	5.41% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.13 GB	3.0.0-cpu:2.03 GB	0.10 GB Larger	4.76% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.19GB	3.95GB	243.58MB	6.02

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.6.0	498.48MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.5.1	172.14MB
libcufft	11.3.0.4	156.19MB
onnxruntime	1.21.1	132.96MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.4	41.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 203.29MB, accounts for 4.74% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.21.1	-	132.96MB	-
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
libllvm20	20.1.4	-	41.01MB	-
panel	1.6.3	-	20.91MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	986.11KB	3.67
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
nccl	2.26.5.1	2.26.2.1	263.54KB	0.15
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
catboost	1.2.8	1.2.7	117.14KB	0.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.1	1.31.0	31.54KB	17.61
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
rich	14.0.0	13.9.4	14.33KB	7.91
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
platformdirs	4.3.8	4.3.6	3.01KB	15.08
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
rdma-core	57.0	56.0	1.67KB	0.14
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
sagemaker-core	1.0.33	1.0.25	1.50KB	0.59
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
libgomp	15.1.0	14.2.0	-7.06KB	-1.57
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.14GB	1.04GB	104.69MB	9.83

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.2.1	40.54MB
python	3.12.9	30.12MB
ray-core	2.44.1	29.98MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
panel	1.6.3	20.91MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.21.1	12.01MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB

Python Package Size Delta

The total size of newly introduced Python packages is 41.33MB, accounts for 3.53% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
panel	1.6.3	-	20.91MB	-
onnxruntime	1.21.1	-	12.01MB	-
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
libtorch	2.6.0	2.5.1	776.46KB	1.48
virtualenv	20.31.1	20.29.3	598.43KB	17.4
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
libboost	1.86.0	1.84.0	117.90KB	4.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.1	1.31.0	31.54KB	17.61
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
statsforecast	2.0.1	1.7.8	14.64KB	3.47
rich	14.0.0	13.9.4	14.33KB	7.91
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
platformdirs	4.3.8	4.3.6	3.01KB	15.08
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
sagemaker-core	1.0.33	1.0.25	1.50KB	0.59
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
urllib3	2.4.0	2.3.0	689.00B	0.69
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
greenlet	3.2.1	3.1.1	-1.04KB	-0.45
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: a399b80
• Result: FAILED
• Build Logs (available for 30 days)

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

[sagemaker-distribution-bot]

Staleness Report: 3.1.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.12	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.23	1696
${\color{red}sagemaker-studio}$	1.0.13	1.0.14	134
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.3	3.10.3	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

Staleness Report: 3.1.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}pytorch}$	2.6.0	2.7.0	1013528
${\color{red}boto3}$	1.37.1	1.38.12	761137
${\color{red}s3fs}$	2024.10.0	2024.12.0	276697
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0	5595
${\color{red}langchain-aws}$	0.2.19	0.2.23	1696
${\color{red}sagemaker-studio}$	1.0.13	1.0.14	134
pip	25.1.1	25.1.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	25.3.1	25.3.1	3604351
ipython	8.36.0	8.36.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.3	3.10.3	2518792
scikit-learn	1.6.1	1.6.1	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.22.0	2.22.0	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
aioboto3	14.1.0	14.1.0	8000
sagemaker-python-sdk	2.244.0	2.244.0	6642
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	3.1.0	3.1.0	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.3.0	1.3.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-gpu:7.11 GB	3.0.0-gpu:6.67 GB	0.44 GB Larger	6.57% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
3.1.0-cpu:2.13 GB	3.0.0-cpu:2.03 GB	0.10 GB Larger	4.77% Larger

Python Package Size Report (GPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
4.27GB	3.95GB	323.26MB	7.99

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
cudnn	9.9.0.52	547.29MB
libtorch	2.6.0	498.48MB
tensorflow-base	2.18.0	364.24MB
libmagma	2.8.0	282.34MB
libcublas	12.6.4.1	256.23MB
nccl	2.26.5.1	172.14MB
libcufft	11.3.0.4	156.19MB
onnxruntime	1.21.1	132.96MB
libxgboost	2.1.4	128.62MB
mkl	2024.2.2	118.94MB
libcusparse	12.5.4.2	118.64MB
triton	3.2.0	97.99MB
libcusolver	11.7.1.2	95.84MB
libnpp	12.3.1.54	93.37MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.8	42.60MB
sagemaker-code-editor	1.5.0	41.48MB
libllvm20	20.1.4	41.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 203.29MB, accounts for 4.65% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
onnxruntime	1.21.1	-	132.96MB	-
cudnn	9.9.0.52	9.8.0.87	79.73MB	17.05
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
libllvm20	20.1.4	-	41.01MB	-
panel	1.6.3	-	20.91MB	-
triton	3.2.0	3.1.0	8.99MB	10.1
libtorch	2.6.0	2.5.1	6.91MB	1.41
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	986.11KB	3.67
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
virtualenv	20.31.2	20.29.3	598.51KB	17.41
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
nccl	2.26.5.1	2.26.2.1	263.54KB	0.15
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
catboost	1.2.8	1.2.7	117.14KB	0.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.2	1.31.0	31.58KB	17.63
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
urllib3	1.26.19	2.3.0	14.67KB	15.01
statsforecast	2.0.1	1.7.8	14.64KB	3.47
rich	14.0.0	13.9.4	14.33KB	7.91
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
platformdirs	4.3.8	4.3.6	3.01KB	15.08
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
rdma-core	57.0	56.0	1.67KB	0.14
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
sagemaker-core	1.0.33	1.0.25	1.50KB	0.59
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
greenlet	3.2.2	3.1.1	-1.90KB	-0.82
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
libgomp	15.1.0	14.2.0	-7.06KB	-1.57
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
torchvision	0.21.0	0.20.1	-23.87KB	-0.88
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
matplotlib-base	3.10.3	3.10.1	-112.49KB	-1.39
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

Python Package Size Report (CPU)

Target Image Version: 3.1.0 | Base Image Version: 3.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.14GB	1.04GB	104.59MB	9.82

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	150.67MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.2.1	40.54MB
python	3.12.9	30.12MB
ray-core	2.44.1	29.98MB
llvmlite	0.44.0	28.61MB
pytorch	2.6.0	27.02MB
panel	1.6.3	20.91MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
nodejs	20.18.1	16.36MB
scipy	1.15.2	16.27MB
rav1e	0.6.6	14.71MB
pandas	2.2.3	14.68MB
onnxruntime	1.21.1	12.01MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB

Python Package Size Delta

The total size of newly introduced Python packages is 41.33MB, accounts for 3.53% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.1.0	75.58MB	93716.62
panel	1.6.3	-	20.91MB	-
onnxruntime	1.21.1	-	12.01MB	-
bokeh	3.7.2	-	4.74MB	-
sagemaker-studio-dataengineering-extensions	1.0.9	-	1.65MB	-
pytorch	2.6.0	2.5.1	1022.42KB	3.84
jupyterlab	4.4.2	4.3.6	929.46KB	12.46
ray-core	2.44.1	2.40.0	877.29KB	2.94
libtorch	2.6.0	2.5.1	776.46KB	1.48
virtualenv	20.31.2	20.29.3	598.51KB	17.41
mlflow-ui	2.22.0	2.21.0	561.87KB	13.21
libfreetype6	2.13.3	-	371.22KB	-
libmamba	2.1.1	1.5.12	363.58KB	22.1
coverage	7.8.0	-	362.17KB	-
notebook	7.4.2	7.3.3	312.81KB	3.3
libmambapy	2.1.1	1.5.12	292.16KB	91.68
pytest	8.3.5	-	253.73KB	-
pydantic-core	2.33.2	2.27.2	242.85KB	15.15
simdjson	3.12.3	-	242.30KB	-
pcre2	10.45	10.44	239.26KB	25.73
scikit-learn	1.6.1	1.5.2	229.96KB	2.27
libhwy	1.2.0	1.1.0	207.52KB	19.07
openssl	3.5.0	3.4.1	173.93KB	6.06
sagemaker-studio-dataengineering-sessions	1.0.10	-	161.08KB	-
sagemaker-studio	1.0.13	-	160.38KB	-
transformers	4.51.3	4.49.0	141.21KB	4.11
snowflake-connector-python	3.15.0	3.14.0	136.78KB	12.1
llvm-openmp	20.1.4	19.1.7	128.58KB	4.13
libboost	1.86.0	1.84.0	117.90KB	4.27
libgfortran5	15.1.0	14.2.0	105.48KB	7.39
param	2.2.0	-	102.30KB	-
sympy	1.14.0	1.13.3	90.82KB	2.06
absl-py	2.2.0	2.1.0	89.25KB	85.3
coreforecast	0.0.16	0.0.12	87.72KB	56.58
amazon_sagemaker_sql_editor	0.1.16	0.1.15	85.26KB	0.49
numba	0.61.2	0.61.0	79.41KB	1.4
typing-extensions	4.13.2	4.12.2	77.95KB	792.31
humanfriendly	10.0	-	71.84KB	-
torchvision-extra-decoders	0.0.2	-	63.37KB	-
mlflow-skinny	2.22.0	2.21.0	62.28KB	0.99
torchmetrics	1.7.1	1.2.1	58.92KB	18.44
frozenlist	1.6.0	1.5.0	51.22KB	86.07
xyzservices	2025.4.0	-	48.32KB	-
pyviz_comms	3.0.4	-	47.59KB	-
coloredlogs	15.0.1	-	42.73KB	-
libgpg-error	1.55	1.51	42.43KB	16.17
optree	0.15.0	0.14.1	37.72KB	10.29
harfbuzz	11.1.0	10.4.0	34.82KB	2.1
narwhals	1.38.2	1.31.0	31.58KB	17.63
libxkbcommon	1.9.2	1.8.1	30.23KB	4.8
pytest-cov	6.1.1	-	26.92KB	-
watchfiles	1.0.5	0.24.0	24.06KB	6.2
cpp-expected	1.1.0	-	23.55KB	-
dask-core	2025.4.1	2025.2.0	23.42KB	2.48
toml	0.10.2	-	21.61KB	-
autogluon.tabular	1.3.0	1.2.0	19.77KB	8.48
multidict	6.4.3	6.2.0	18.96KB	29.38
sagemaker-studio-cli	1.0.6	-	18.57KB	-
typing-inspection	0.4.0	-	17.65KB	-
libstdcxx	15.1.0	14.2.0	17.38KB	0.46
pixman	0.46.0	0.44.2	17.18KB	4.62
schedule	1.2.2	-	16.89KB	-
langchain-aws	0.2.19	0.2.10	16.09KB	23.56
libglib	2.84.1	2.82.2	14.74KB	0.38
urllib3	1.26.19	2.3.0	14.67KB	15.01
statsforecast	2.0.1	1.7.8	14.64KB	3.47
rich	14.0.0	13.9.4	14.33KB	7.91
accelerate	1.5.2	0.34.2	13.37KB	6.34
autogluon.multimodal	1.3.0	1.2.0	12.96KB	4.87
typing_extensions	4.13.2	4.12.2	12.26KB	31.67
databricks-sdk	0.52.0	0.46.0	12.08KB	2.98
docstring-to-markdown	0.17	0.15	12.03KB	36.2
ocl-icd	2.3.3	2.3.2	11.53KB	12.44
iniconfig	2.0.0	-	11.21KB	-
libcurl	8.13.0	8.12.1	11.15KB	2.67
langchain-core	0.3.59	0.3.46	10.35KB	3.87
libjpeg-turbo	3.1.0	3.0.0	10.13KB	1.68
cryptography	44.0.3	44.0.2	9.36KB	0.6
pydantic	2.11.4	2.10.6	9.24KB	3.19
fonttools	4.57.0	4.56.0	7.81KB	0.28
multiprocess	0.70.18	0.70.17	7.55KB	2.25
libfreetype	2.13.3	-	7.51KB	-
huggingface_hub	0.30.2	0.29.3	7.27KB	2.58
libsolv	0.7.32	0.7.30	7.09KB	1.54
jupyter_ydoc	3.0.5	3.0.3	6.96KB	7.7
pytorch-metric-learning	2.8.1	2.3.0	6.34KB	8.68
orjson	3.10.18	3.10.15	6.15KB	2.07
pydantic-settings	2.9.1	2.8.1	5.37KB	16.86
joblib	1.5.0	1.4.2	4.70KB	2.18
pycrdt	0.12.15	0.12.9	4.66KB	0.6
sagemaker-python-sdk	2.244.0	2.242.0	4.33KB	0.55
autogluon.timeseries	1.3.0	1.2.0	4.24KB	3.35
google-auth	2.40.1	2.38.0	4.22KB	3.72
starlette	0.46.2	0.46.1	3.91KB	6.87
gmpy2	2.2.1	2.1.5	3.69KB	1.8
optuna	4.3.0	4.2.1	3.50KB	1.53
xkeyboard-config	2.44	2.43	3.32KB	0.87
yarl	1.20.0	1.18.3	3.26KB	2.19
ipython	8.36.0	8.34.0	3.18KB	0.51
platformdirs	4.3.8	4.3.6	3.01KB	15.08
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
pytorch-lightning	2.5.1.post0	2.5.0.post0	2.95KB	0.68
jsonschema-specifications	2025.4.1	2024.10.1	2.93KB	18.54
pyparsing	3.2.3	3.2.1	2.84KB	3.12
jupyterlab_widgets	3.0.15	3.0.13	2.71KB	1.49
json5	0.12.0	0.10.0	2.48KB	8.05
opentelemetry-semantic-conventions	0.53b1	0.52b0	2.10KB	2.24
jupyter-ai	2.31.4	2.30.0	2.01KB	0.85
expat	2.7.0	2.6.4	1.86KB	1.38
markdown	3.8	3.6	1.64KB	2.15
pytesseract	0.3.13	0.3.10	1.54KB	8.48
sagemaker-core	1.0.33	1.0.25	1.50KB	0.59
liblzma	5.8.1	5.6.4	1.45KB	1.34
glib-tools	2.84.1	2.82.2	1.39KB	1.24
autogluon.common	1.3.0	1.2.0	1.34KB	2.34
python-dotenv	1.1.0	1.0.1	1.31KB	5.54
sagemaker-jupyterlab-extension-common	0.2.2	0.1.36	1.30KB	0.58
executing	2.2.0	2.1.0	1.27KB	4.6
distributed	2025.4.1	2025.2.0	1.27KB	0.16
propcache	0.3.1	0.2.1	1.26KB	2.43
utilsforecast	0.2.10	0.2.3	1.24KB	3.33
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.10	1.20KB	0.7
lxml	5.4.0	5.3.1	1.17KB	0.09
googleapis-common-protos	1.70.0	1.69.2	1.13KB	0.82
beautifulsoup4	4.13.4	4.13.3	1.10KB	0.78
libexpat	2.7.0	2.6.4	1.10KB	1.53
amazon-sagemaker-sql-execution	0.1.7	0.1.6	1.06KB	3.23
soupsieve	2.7	2.5	1019.00B	2.77
langchain	0.3.25	0.3.21	916.00B	0.21
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
rsa	4.9.1	4.9	910.00B	2.95
lightning	2.5.1.post0	2.5.1	897.00B	0.2
dill	0.4.0	0.3.9	891.00B	0.99
typer	0.15.3	0.15.2	886.00B	1.16
mlflow	2.22.0	2.21.0	867.00B	5.33
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.7	827.00B	0.28
cloudpathlib	0.21.0	0.20.0	825.00B	1.89
c-ares	1.34.5	1.34.4	799.00B	0.39
setuptools	80.1.0	75.8.2	748.00B	0.1
sagemaker-studio-analytics-extension	0.1.7	0.1.5	743.00B	1.68
langchain-community	0.3.23	0.3.20	682.00B	0.06
ppft	1.7.7	1.7.6.9	653.00B	1.91
autogluon	1.3.0	1.2.0	618.00B	4.01
ipywidgets	8.1.7	8.1.5	575.00B	0.5
pox	0.3.6	0.3.5	572.00B	2.14
libxml2	2.13.8	2.13.6	568.00B	0.08
aws-glue-sessions	1.0.9	1.0.8	567.00B	1.63
opentelemetry-sdk	1.32.1	1.31.0	566.00B	0.73
mako	1.3.10	1.3.9	559.00B	0.83
tenacity	9.1.2	9.0.0	556.00B	2.24
namex	0.0.9	0.0.8	548.00B	4.84
httpcore	1.0.9	1.0.7	524.00B	1.07
setproctitle	1.3.6	1.3.5	514.00B	2.51
pycrdt-websocket	0.15.5	0.15.4	499.00B	1.95
tblib	3.1.0	3.0.0	493.00B	2.83
termcolor	3.1.0	2.5.0	466.00B	3.68
keras	3.9.2	3.9.0	458.00B	0.06
uvicorn-standard	0.34.2	0.34.0	458.00B	6.36
autogluon.features	1.3.0	1.2.0	451.00B	0.87
pathos	0.3.4	0.3.3	436.00B	0.82
prompt_toolkit	3.0.51	3.0.50	417.00B	6.16
mlforecast	0.13.6	0.13.4	390.00B	0.68
pylint	3.3.7	3.3.5	382.00B	0.1
conda-libmamba-solver	25.4.0	24.9.0	372.00B	0.89
python-tzdata	2025.2	2025.1	366.00B	0.25
uvicorn	0.34.2	0.34.0	342.00B	0.7
typer-slim	0.15.3	0.15.2	286.00B	0.62
jupyter-ai-magics	2.31.4	2.30.0	286.00B	0.8
pyathena	3.13.0	3.12.2	284.00B	0.51
opentelemetry-api	1.32.1	1.31.0	280.00B	0.62
alembic	1.15.2	1.15.1	269.00B	0.17
lightning-utilities	0.14.3	0.14.1	231.00B	0.79
contourpy	1.3.2	1.3.1	201.00B	0.07
fastapi	0.115.12	0.115.11	175.00B	0.22
pyasn1-modules	0.4.2	0.4.1	165.00B	0.17
cpython	3.12.10	3.12.9	133.00B	0.29
tifffile	2025.3.30	2025.3.13	49.00B	0.03
tzdata	2025b	2025a	47.00B	0.04
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.7	25.00B	0.01
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
amazon-sagemaker-sql-magic	0.1.4	0.1.3	-16.00B	-0.08
prompt-toolkit	3.0.51	3.0.50	-64.00B	-0.02
langchain-text-splitters	0.3.8	0.3.7	-97.00B	-0.3
gluonts	0.16.1	0.16.0	-187.00B	-0.04
sqlparse	0.5.0	0.5.3	-230.00B	-0.57
rpds-py	0.24.0	0.23.1	-291.00B	-0.07
svt-av1	3.0.2	3.0.1	-1005.00B	-0.04
ray-tune	2.44.1	2.40.0	-1.22KB	-2.36
pyzmq	26.4.0	26.3.0	-1.76KB	-0.47
greenlet	3.2.2	3.1.1	-1.90KB	-0.82
ray-default	2.44.1	2.40.0	-2.50KB	-0.13
pytz	2024.2	2024.1	-2.59KB	-1.4
sqlalchemy	2.0.40	2.0.39	-4.08KB	-0.12
certifi	2025.4.26	2025.1.31	-5.39KB	-3.39
ca-certificates	2025.4.26	2025.1.31	-5.72KB	-3.71
fmt	11.1.4	11.0.2	-7.20KB	-3.71
widgetsnbextension	4.0.14	4.0.13	-8.90KB	-1.01
torchvision	0.21.0	0.20.1	-12.45KB	-0.89
pip	25.1.1	25.0.1	-13.15KB	-1.07
spacy	3.8.5	3.8.2	-13.40KB	-0.24
h11	0.16.0	0.14.0	-13.82KB	-27.29
libgcc	15.1.0	14.2.0	-18.34KB	-2.21
libgcc-ng	15.1.0	14.2.0	-18.72KB	-35.66
libstdcxx-ng	15.1.0	14.2.0	-18.73KB	-35.64
libgfortran	15.1.0	14.2.0	-18.74KB	-35.72
debugpy	1.8.14	1.8.13	-19.31KB	-0.75
scikit-image	0.25.2	0.24.0	-29.55KB	-0.27
autogluon.core	1.3.0	1.2.0	-29.56KB	-15.16
conda	25.3.1	25.1.1	-30.22KB	-2.63
matplotlib-base	3.10.3	3.10.1	-112.49KB	-1.39
sagemaker-code-editor	1.5.0	1.4.2	-113.72KB	-0.27
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
pillow	11.2.1	11.1.0	-237.91KB	-0.57
sagemaker-jupyterlab-extension	0.4.2	0.4.0	-577.79KB	-62.15
jupyterlab-git	0.51.1	0.50.2	-585.80KB	-66.43

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 1979572
• Result: FAILED
• Build Logs (available for 30 days)

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