release: v3.0.0 #511

github-actions · 2024-10-31T22:45:54Z

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

Review changelog/staleness report.
(Only for Minor/Major version releases) Review python package dependency and size report.
Review build/test results by clicking Build Logs in CI Report (be patient, tests take ~4hr).
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sagemaker-distribution-bot · 2024-10-31T22:57:41Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 9084da8
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-01T03:47:36Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.2
jinja2	3.1.4	3.1.4
pytorch	2.4.1	2.4.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.52
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.0	3.4.0
${\color{red}langchain}$	0.2.16	0.3.6
jupyter-ai	2.27.0	2.27.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.13	1.0.13
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.12	0.1.12
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
torchvision	0.19.1	0.19.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.4
mlflow	2.17.1	2.17.1
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.0	1.4.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.2
jinja2	3.1.4	3.1.4
pytorch	2.4.1	2.4.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.52
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.0	3.4.0
${\color{red}langchain}$	0.2.16	0.3.6
jupyter-ai	2.27.0	2.27.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.13	1.0.13
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.12	0.1.12
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
torchvision	0.19.1	0.19.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.4
mlflow	2.17.1	2.17.1
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.0	1.4.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-01T04:16:44Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
2.88GB	3.59GB	-730.21MB	-19.85

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
cudnn	9.3.0.75	383.42MB
tensorflow-base	2.17.0	366.89MB
libcublas	12.5.3.2	240.05MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
libtorch	2.4.1	49.40MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.0	40.96MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 528.98KB, accounts for 0.02% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
torchvision	0.19.1	0.18.1	2.22MB	28.45
pytorch	2.4.1	2.3.1	1.34MB	4.23
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
libxgboost	2.1.2	2.1.1	86.97KB	0.09
mlflow-skinny	2.17.1	2.17.0	57.44KB	1.0
pycrdt	0.10.6	0.10.3	49.60KB	7.1
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.1	0.83.0	9.51KB	2.35
libopenblas	0.3.28	0.3.27	8.95KB	0.16
orjson	3.10.10	3.10.7	7.91KB	2.68
pip	24.3.1	24.2	5.07KB	0.42
narwhals	1.12.1	1.9.4	4.17KB	3.86
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
jupyter-ai	2.27.0	2.25.0	929.00B	0.12
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	404.00B	0.56
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
werkzeug	3.1.0	3.0.4	210.00B	0.09
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
py-xgboost	2.1.2	2.1.1	88.00B	0.07
python_abi	3.12	3.11	27.00B	0.43
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
mlflow	2.17.1	2.17.0	-74.00B	-0.46
pathos	0.3.3	0.3.2	-85.00B	-0.16
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
jupyter-ai-magics	2.27.0	2.25.0	-118.00B	-0.33
tqdm	4.66.6	4.66.5	-152.00B	-0.17
amazon-sagemaker-jupyter-ai-q-developer	1.0.13	1.0.12	-336.00B	-0.4
sagemaker-jupyterlab-extension-common	0.1.26	0.1.24	-352.00B	-0.16
rich	13.9.3	13.9.2	-450.00B	-0.24
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
mlflow-ui	2.17.1	2.17.0	-10.38KB	-0.24
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
sagemaker-code-editor	1.4.0	1.3.3	-171.02KB	-0.41
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
cudnn	9.3.0.75	8.9.7.29	-63.16MB	-14.14
libtorch	2.4.1	2.3.1	-432.43MB	-89.75

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.08GB	1.08GB	-1.73MB	-0.16

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.0	40.96MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.12	17.13MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 528.98KB, accounts for 0.05% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
mlflow-skinny	2.17.1	2.17.0	57.44KB	1.0
pycrdt	0.10.6	0.10.3	49.60KB	7.1
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.1	0.83.0	9.51KB	2.35
libopenblas	0.3.28	0.3.27	8.95KB	0.16
orjson	3.10.10	3.10.7	7.91KB	2.68
pip	24.3.1	24.2	5.07KB	0.42
narwhals	1.12.1	1.9.4	4.17KB	3.86
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
jupyter-ai	2.27.0	2.25.0	929.00B	0.12
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	404.00B	0.56
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
werkzeug	3.1.0	3.0.4	210.00B	0.09
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
python_abi	3.12	3.11	27.00B	0.43
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
mlflow	2.17.1	2.17.0	-74.00B	-0.46
pathos	0.3.3	0.3.2	-85.00B	-0.16
jupyter-ai-magics	2.27.0	2.25.0	-118.00B	-0.33
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
tqdm	4.66.6	4.66.5	-152.00B	-0.17
xgboost	2.1.2	2.1.1	-212.00B	-1.39
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
amazon-sagemaker-jupyter-ai-q-developer	1.0.13	1.0.12	-336.00B	-0.4
sagemaker-jupyterlab-extension-common	0.1.26	0.1.24	-352.00B	-0.16
rich	13.9.3	13.9.2	-450.00B	-0.24
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
mlflow-ui	2.17.1	2.17.0	-10.38KB	-0.24
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
sagemaker-code-editor	1.4.0	1.3.3	-171.02KB	-0.41
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44

sagemaker-distribution-bot · 2024-11-01T04:16:46Z

Python Package Dependency Report

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

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 · 2024-11-01T04:22:17Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 4f9f4b2
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-07T06:41:25Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 9333a99
Result: FAILED
Build Logs (available for 30 days)

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

Co-authored-by: Cindy Zhao <[email protected]>

sagemaker-distribution-bot · 2024-11-08T02:39:17Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.3.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.55
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.0	2.28.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.12	0.1.12
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.18.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.6
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.55
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.0	2.28.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.12	0.1.12
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.6
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-08T03:08:16Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.58GB	3.59GB	-9.97MB	-0.27

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	367.44MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 571.89KB, accounts for 0.02% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
libxgboost	2.1.2	2.1.1	86.97KB	0.09
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.140	0.1.129	7.58KB	3.04
narwhals	1.13.2	1.9.4	5.68KB	5.26
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyter-ai	2.28.0	2.25.0	992.00B	0.13
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
werkzeug	3.1.2	3.0.4	682.00B	0.28
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
jupyter-ai-magics	2.28.0	2.25.0	69.00B	0.19
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.08GB	1.08GB	-2.19MB	-0.2

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.12	17.13MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 571.89KB, accounts for 0.05% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.140	0.1.129	7.58KB	3.04
narwhals	1.13.2	1.9.4	5.68KB	5.26
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyter-ai	2.28.0	2.25.0	992.00B	0.13
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
werkzeug	3.1.2	3.0.4	682.00B	0.28
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
jupyter-ai-magics	2.28.0	2.25.0	69.00B	0.19
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25

sagemaker-distribution-bot · 2024-11-08T03:08:18Z

Python Package Dependency Report

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

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 · 2024-11-08T03:13:51Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: d3d0be0
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-08T11:20:07Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.3.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.55
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.0	2.28.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.18.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.6
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.55
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.0	2.28.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.6	3.1.6
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
sentencepiece	0.2.0	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.6
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-08T11:49:14Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	-2.80MB	-0.08

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	367.44MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 7.84MB, accounts for 0.21% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libxgboost	2.1.2	2.1.1	86.97KB	0.09
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.140	0.1.129	7.58KB	3.04
narwhals	1.13.2	1.9.4	5.68KB	5.26
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyter-ai	2.28.0	2.25.0	992.00B	0.13
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
werkzeug	3.1.2	3.0.4	682.00B	0.28
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
jupyter-ai-magics	2.28.0	2.25.0	69.00B	0.19
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.08GB	1.08GB	4.98MB	0.45

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 7.84MB, accounts for 0.71% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.140	0.1.129	7.58KB	3.04
narwhals	1.13.2	1.9.4	5.68KB	5.26
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyter-ai	2.28.0	2.25.0	992.00B	0.13
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
werkzeug	3.1.2	3.0.4	682.00B	0.28
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
networkx	3.4.2	3.4.1	359.00B	0.03
graphene	3.4.1	3.4	248.00B	0.52
starlette	0.41.2	0.40.0	206.00B	0.35
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
jupyter-ai-magics	2.28.0	2.25.0	69.00B	0.19
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
cpython	3.12.7	3.11.10	-1.08KB	-2.42
sentencepiece-spm	0.2.0	0.1.99	-1.68KB	-1.96
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libsentencepiece	0.2.0	0.1.99	-11.46KB	-1.4
sentencepiece	0.2.0	0.1.99	-13.71KB	-45.35
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
sentencepiece-python	0.2.0	0.1.99	-60.94KB	-2.49
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25

sagemaker-distribution-bot · 2024-11-08T11:49:28Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: df99ff3
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-12T01:55:55Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	-170.60KB	-0.0

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	367.44MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.14MB, accounts for 0.33% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libxgboost	2.1.2	2.1.1	86.97KB	0.09
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.142	0.1.129	8.72KB	3.49
narwhals	1.13.3	1.9.4	7.07KB	6.56
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
json5	0.9.28	0.9.25	530.00B	1.89
jupyter-collaboration	2.1.5	2.1.4	402.00B	0.82
networkx	3.4.2	3.4.1	359.00B	0.03
zipp	3.21.0	3.20.2	293.00B	1.37
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	7.61MB	0.69

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.14MB, accounts for 1.09% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.142	0.1.129	8.72KB	3.49
narwhals	1.13.3	1.9.4	7.07KB	6.56
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
json5	0.9.28	0.9.25	530.00B	1.89
jupyter-collaboration	2.1.5	2.1.4	402.00B	0.82
networkx	3.4.2	3.4.1	359.00B	0.03
zipp	3.21.0	3.20.2	293.00B	1.37
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

sagemaker-distribution-bot · 2024-11-12T01:56:11Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 2cfcdbc
Result: FAILED
Build Logs (available for 30 days)

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

This reverts commit 2cfcdbc.

sagemaker-distribution-bot · 2024-11-12T05:27:11Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.3.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.57
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.18.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.57
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.16	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.4	0.115.4
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.3	0.3.3
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-12T05:56:28Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	-60.81KB	-0.0

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	367.44MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 0.33% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libxgboost	2.1.2	2.1.1	86.97KB	0.09
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.142	0.1.129	8.72KB	3.49
narwhals	1.13.3	1.9.4	7.07KB	6.56
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
json5	0.9.28	0.9.25	530.00B	1.89
networkx	3.4.2	3.4.1	359.00B	0.03
zipp	3.21.0	3.20.2	293.00B	1.37
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
pyspnego	0.11.2	0.11.1	-6.27KB	-2.4
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	7.72MB	0.7

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 1.1% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.142	0.1.129	8.72KB	3.49
narwhals	1.13.3	1.9.4	7.07KB	6.56
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
fastapi	0.115.4	0.115.2	689.00B	0.95
sagemaker-jupyterlab-extension-common	0.1.27	0.1.24	578.00B	0.26
json5	0.9.28	0.9.25	530.00B	1.89
networkx	3.4.2	3.4.1	359.00B	0.03
zipp	3.21.0	3.20.2	293.00B	1.37
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
pyspnego	0.11.2	0.11.1	-6.27KB	-2.4
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.4	2.12.7	-16.75KB	-2.43
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

sagemaker-distribution-bot · 2024-11-12T05:56:45Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 31966f7
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-14T21:02:39Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.3.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.60
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.18.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.60
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.3
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.9.0	2.9.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-14T21:31:42Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	43.99KB	0.0

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.3.1	481.83MB
cudnn	8.9.7.29	446.57MB
tensorflow-base	2.17.0	367.44MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.23.4.1	109.08MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
python	3.12.7	30.11MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 0.33% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libxgboost	2.1.2	2.1.1	86.97KB	0.09
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
fastapi	0.115.5	0.115.2	789.00B	1.08
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
sagemaker-jupyterlab-extension-common	0.1.29	0.1.24	497.00B	0.22
zipp	3.21.0	3.20.2	293.00B	1.37
sqlparse	0.5.2	0.5.1	235.00B	0.58
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
langchain	0.2.17	0.2.16	-1.14KB	-0.27
contourpy	1.3.1	1.3.0	-1.58KB	-0.58
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
pyspnego	0.11.2	0.11.1	-5.16KB	-1.98
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	7.82MB	0.71

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 1.1% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
yarl	1.16.0	1.15.5	3.42KB	2.42
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
setuptools	75.3.0	75.1.0	2.05KB	0.27
libxgboost	2.1.2	2.1.1	1.95KB	0.06
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
fastapi	0.115.5	0.115.2	789.00B	1.08
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
sagemaker-jupyterlab-extension-common	0.1.29	0.1.24	497.00B	0.22
zipp	3.21.0	3.20.2	293.00B	1.37
sqlparse	0.5.2	0.5.1	235.00B	0.58
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
amazon-q-developer-jupyterlab-ext	3.4.3	3.4.0	67.00B	0.03
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
langchain	0.2.17	0.2.16	-1.14KB	-0.27
contourpy	1.3.1	1.3.0	-1.58KB	-0.58
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
pyspnego	0.11.2	0.11.1	-5.16KB	-1.98
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

sagemaker-distribution-bot · 2024-11-14T21:31:56Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 067831d
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-15T01:30:35Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 185cd5b
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-15T18:08:26Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 2e07695
Result: FAILED
Build Logs (available for 30 days)

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

sagemaker-distribution-bot · 2024-11-15T21:10:15Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.62
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.4
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.62
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.5	4.3.0
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.4
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.1	2.28.1
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.1.1	27.1.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.17.2	2.17.2
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-15T21:39:37Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	-656.36KB	-0.02

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.4.1	491.54MB
cudnn	9.3.0.75	383.42MB
tensorflow-base	2.17.0	366.89MB
libcublas	12.6.3.3	256.01MB
libmagma	2.8.0	238.80MB
mkl	2023.2.0	156.82MB
libcufft	11.3.0.4	156.19MB
libcusparse	12.5.4.2	118.64MB
nccl	2.23.4.1	109.08MB
libcusolver	11.7.1.2	95.83MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.1.54	93.37MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.7.77	39.85MB
gds-tools	1.11.0.15	37.76MB
pytorch	2.4.1	33.32MB

Python Package Size Delta

The total size of newly introduced Python packages is 14.79MB, accounts for 0.4% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
libcusolver	11.7.1.2	11.6.3.83	16.57MB	20.9
libcublas	12.6.3.3	12.5.3.2	15.96MB	6.65
libtorch	2.4.1	2.3.1	9.71MB	2.02
libmagma	2.8.0	2.7.2	8.89MB	3.87
libcufft	11.3.0.4	11.2.3.61	7.56MB	5.08
docker-cli	27.1.1	-	7.29MB	-
torchvision	0.19.1	0.18.1	3.47MB	44.47
pytorch	2.4.1	2.3.1	1.56MB	4.92
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
rdma-core	54.0	-	1.17MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
libnl	3.10.0	-	717.09KB	-
libsystemd0	256.7	-	401.89KB	-
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
cuda-nvcc-tools	12.6.77	12.5.82	155.68KB	0.67
libudev1	256.7	-	138.55KB	-
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libcap	2.69	-	98.22KB	-
libxgboost	2.1.2	2.1.1	86.97KB	0.09
cuda-cupti	12.6.80	12.5.82	73.27KB	3.9
attr	2.5.1	-	69.38KB	-
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
libcurand	10.3.7.77	10.3.6.82	33.86KB	0.08
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
cuda-cudart-static_linux-64	12.6.77	12.5.82	16.36KB	2.25
fsspec	2024.10.0	2023.6.0	16.05KB	13.89
libcurand-dev	10.3.7.77	10.3.6.82	15.35KB	6.22
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.17.1	1.15.5	5.38KB	3.81
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
cuda-cuobjdump	12.6.77	12.5.39	2.93KB	1.23
tinycss2	1.4.0	1.3.0	2.81KB	11.34
databricks-sdk	0.37.0	0.34.0	2.41KB	0.69
libcufile	1.11.1.6	1.10.1.7	2.21KB	0.25
setuptools	75.3.0	75.1.0	2.05KB	0.27
pytz	2024.1	2023.3	1.98KB	1.09
cuda-nvdisasm	12.6.77	12.5.39	1.89KB	0.0
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
cuda-nvml-dev	12.6.37	12.5.39	1.83KB	1.17
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
libnvfatbin	12.6.77	12.5.82	1.34KB	0.17
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
cuda-nvprof	12.6.80	12.5.82	1.25KB	0.05
cuda-cudart-dev_linux-64	12.6.77	12.5.82	1.09KB	0.31
cuda-crt-dev_linux-64	12.6.77	12.5.82	1.04KB	1.22
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.0	994.00B	0.4
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
jupyter_scheduler	2.10.0	2.9.0	921.00B	0.39
cuda-nvvm-dev_linux-64	12.6.77	12.5.82	908.00B	3.74
cuda-crt-tools	12.6.77	12.5.82	904.00B	3.44
cuda-nvprune	12.6.77	12.5.82	894.00B	1.33
werkzeug	3.1.3	3.0.4	890.00B	0.37
cuda-nvcc-impl	12.6.77	12.5.82	842.00B	3.42
python-multipart	0.0.17	0.0.12	814.00B	3.02
cuda-gdb	12.6.77	12.5.82	795.00B	0.21
fastapi	0.115.5	0.115.2	789.00B	1.08
cuda-cuxxfilt	12.6.77	12.5.82	774.00B	0.36
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
sagemaker-jupyterlab-extension-common	0.1.30	0.1.24	599.00B	0.27
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
libcufile-dev	1.11.1.6	1.10.1.7	454.00B	1.33
libcufft-dev	11.3.0.4	11.2.3.61	440.00B	1.33
libcublas-dev	12.6.3.3	12.5.3.2	424.00B	0.47
zipp	3.21.0	3.20.2	293.00B	1.37
cuda-opencl-dev	12.6.77	12.5.39	253.00B	0.27
libnvjitlink-dev	12.6.77	12.5.82	251.00B	0.99
sqlparse	0.5.2	0.5.1	235.00B	0.58
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
cuda-driver-dev_linux-64	12.6.77	12.5.82	87.00B	0.24
libnvfatbin-dev	12.6.77	12.5.82	66.00B	0.25
cuda-opencl	12.6.77	12.5.39	56.00B	0.19
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
cuda-command-line-tools	12.6.2	12.5.1	39.00B	0.2
cuda-nvrtc-dev	12.6.77	12.5.82	36.00B	0.11
cuda-compiler	12.6.2	12.5.1	33.00B	0.16
cuda-nvcc	12.6.77	12.5.82	28.00B	0.12
python_abi	3.12	3.11	27.00B	0.43
cuda-nvcc_linux-64	12.6.77	12.5.82	13.00B	0.05
cuda-libraries	12.6.2	12.5.1	11.00B	0.05
cuda-cudart	12.6.77	12.5.82	9.00B	0.04
cuda-libraries-dev	12.6.2	12.5.1	8.00B	0.04
cuda-cudart_linux-64	12.6.77	12.5.82	4.00B	0.0
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
cuda-driver-dev	12.6.77	12.5.82	-7.00B	-0.03
jupyter-scheduler	2.10.0	2.9.0	-18.00B	-0.28
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
cuda-cudart-static	12.6.77	12.5.82	-32.00B	-0.14
cuda-cudart-dev	12.6.77	12.5.82	-37.00B	-0.16
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
libnvjpeg-dev	12.3.3.54	12.3.2.81	-78.00B	-0.24
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
cuda-nvtx	12.6.77	12.5.82	-134.00B	-0.43
cuda-profiler-api	12.6.77	12.5.39	-148.00B	-0.64
cuda-version	12.6	12.5	-211.00B	-1.0
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
libcusparse-dev	12.5.4.2	12.5.1.3	-395.00B	-0.76
libcusolver-dev	11.7.1.2	11.6.3.83	-408.00B	-0.67
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
libnpp-dev	12.3.1.54	12.3.0.159	-1.10KB	-0.25
langchain	0.2.17	0.2.16	-1.14KB	-0.27
contourpy	1.3.1	1.3.0	-1.58KB	-0.58
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
libnvjpeg	12.3.3.54	12.3.2.81	-4.23KB	-0.17
libgpg-error	1.51	1.50	-4.99KB	-1.87
pyspnego	0.11.2	0.11.1	-5.16KB	-1.98
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
libmagma_sparse	2.8.0	2.7.2	-19.51KB	-0.3
gds-tools	1.11.0.15	1.10.0.4	-20.01KB	-0.05
fonttools	4.55.0	4.54.1	-24.39KB	-0.87
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
cuda-nvcc-dev_linux-64	12.6.77	12.5.82	-160.18KB	-1.42
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
cuda-cccl_linux-64	12.6.77	12.5.39	-279.47KB	-21.13
cuda-sanitizer-api	12.6.77	12.5.81	-382.71KB	-4.03
libcusparse	12.5.4.2	12.5.1.3	-454.77KB	-0.37
cuda-nvvm-tools	12.6.77	12.5.82	-765.75KB	-6.67
cuda-nvrtc	12.6.77	12.5.82	-811.40KB	-4.38
cuda-nvvm-impl	12.6.77	12.5.82	-947.03KB	-10.71
babel	2.16.0	2.14.0	-1.03MB	-14.25
libnvjitlink	12.6.77	12.5.82	-1.05MB	-6.62
libnpp	12.3.1.54	12.3.0.159	-1.42MB	-1.5
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
cuda-cupti-dev	12.6.80	12.5.82	-4.28MB	-55.93
cudnn	9.3.0.75	8.9.7.29	-63.16MB	-14.14

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	7.86MB	0.71

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.23MB, accounts for 1.1% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.1.1	-	7.29MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
fsspec	2024.10.0	2023.6.0	16.05KB	13.89
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
narwhals	1.13.5	1.9.4	11.34KB	10.52
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.82KB	19.99
textual	0.85.2	0.83.0	9.72KB	2.4
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.17.1	1.15.5	5.38KB	3.81
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
rpds-py	0.21.0	0.20.0	4.75KB	1.47
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
nspr	4.36	4.35	3.28KB	1.48
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
tinycss2	1.4.0	1.3.0	2.81KB	11.34
databricks-sdk	0.37.0	0.34.0	2.41KB	0.69
setuptools	75.3.0	75.1.0	2.05KB	0.27
pytz	2024.1	2023.3	1.98KB	1.09
libxgboost	2.1.2	2.1.1	1.95KB	0.06
jupyter-ai	2.28.1	2.25.0	1.89KB	0.26
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
jupyter_ydoc	3.0.0	2.1.3	1.33KB	3.69
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.0	994.00B	0.4
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
jupyter_scheduler	2.10.0	2.9.0	921.00B	0.39
werkzeug	3.1.3	3.0.4	890.00B	0.37
python-multipart	0.0.17	0.0.12	814.00B	3.02
fastapi	0.115.5	0.115.2	789.00B	1.08
frozenlist	1.5.0	1.4.1	769.00B	1.28
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
sagemaker-jupyterlab-extension-common	0.1.30	0.1.24	599.00B	0.27
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
zipp	3.21.0	3.20.2	293.00B	1.37
sqlparse	0.5.2	0.5.1	235.00B	0.58
starlette	0.41.2	0.40.0	206.00B	0.35
jupyter-ai-magics	2.28.1	2.25.0	193.00B	0.54
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
python_abi	3.12	3.11	27.00B	0.43
mlflow	2.17.2	2.17.0	-1.00B	-0.01
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
jupyter-scheduler	2.10.0	2.9.0	-18.00B	-0.28
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost	2.1.2	2.1.1	-145.00B	-0.11
xgboost	2.1.2	2.1.1	-212.00B	-1.39
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
py-xgboost-cpu	2.1.2	2.1.1	-234.00B	-1.53
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
cpython	3.12.7	3.11.10	-1.08KB	-2.42
langchain	0.2.17	0.2.16	-1.14KB	-0.27
contourpy	1.3.1	1.3.0	-1.58KB	-0.58
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
libgpg-error	1.51	1.50	-4.99KB	-1.87
pyspnego	0.11.2	0.11.1	-5.16KB	-1.98
mlflow-ui	2.17.2	2.17.0	-5.71KB	-0.13
multiprocess	0.70.17	0.70.16	-5.94KB	-1.75
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
fonttools	4.55.0	4.54.1	-24.39KB	-0.87
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-skinny	2.17.2	2.17.0	-71.84KB	-1.25
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
jupyterlab	4.2.5	4.1.8	-255.76KB	-3.44
babel	2.16.0	2.14.0	-1.03MB	-14.25
pydantic	2.9.2	1.10.17	-1.88MB	-86.77

sagemaker-distribution-bot · 2024-11-15T21:39:52Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 67f6c36
Result: FAILED
Build Logs (available for 30 days)

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

claytonparnell · 2024-11-16T00:13:19Z

Test artifacts weren't in PR, ran tests on EC2 rather than retriggering build. Pulled in #521 for sm-python-sdk

=========================================================================================================================== short test summary info ============================================================================================================================
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-headless-execution-driver.test.Dockerfile-required_packages4]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[matplotlib.test.Dockerfile-required_packages3]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[keras.test.Dockerfile-required_packages0]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[boto3.test.Dockerfile-required_packages7]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[glue-sessions.test.Dockerfile-required_packages12]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[jupyter-ai.test.Dockerfile-required_packages13]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[jupyter-dash.test.Dockerfile-required_packages14]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[jupyterlab-lsp.test.Dockerfile-required_packages15]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-code-editor.test.Dockerfile-required_packages17]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[notebook.test.Dockerfile-required_packages18]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[glue-sessions.test.Dockerfile-required_packages19]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[amazon-sagemaker-sql-magic.test.Dockerfile-required_packages24]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[amazon_sagemaker_sql_editor.test.Dockerfile-required_packages25]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[serve.test.Dockerfile-required_packages26]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[langchain-aws.test.Dockerfile-required_packages27]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[mlflow.test.Dockerfile-required_packages28]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[tensorflow.examples.Dockerfile-required_packages11]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[jupyterlab-git.test.Dockerfile-required_packages23]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[gpu-dependencies.test.Dockerfile-required_packages31]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[docker-cli.test.Dockerfile-required_packages32]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-mlflow.test.Dockerfile-required_packages29]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[jupyter-activity-monitor-extension.test.Dockerfile-required_packages30]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pytorch.examples.Dockerfile-required_packages10]
PASSED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[altair.test.Dockerfile-required_packages20]
SKIPPED [1] test/test_dockerfile_based_harness.py:137: Skipping test because matplotlib is not present in gpu.env.out
SKIPPED [1] test/test_dockerfile_based_harness.py:137: Skipping test because jupyter-lsp-server is not present in gpu.env.out
SKIPPED [1] test/test_dockerfile_based_harness.py:137: Skipping test because amazon-codewhisperer-jupyterlab-ext is not present in gpu.env.out
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[numpy.test.Dockerfile-required_packages6] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[autogluon.test.Dockerfile-required_packages1] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[scipy.test.Dockerfile-required_packages5] - assert 1 == 0
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9] - docker.errors.BuildError: The command '/usr/local/bin/_dockerfile_shell.sh git clone --recursive https://github.com/aws/sagemaker-python-sdk.git' returned a non-zero code: 128
====================================================================================================== 5 failed, 25 passed, 3 skipped, 16 warnings in 2448.85s (0:40:48) =======================================================================================================

scipy - 49661 passed, 2730 skipped, 11735 deselected, 162 xfailed, 11 xpassed, 138 warnings, 4 errors - 4 errors due to: '403 Client Error: Forbidden for url: https://raw.githubusercontent.com/scipy/dataset-ascent/main/ascent.dat', but curling this url works fine manually. Maybe some flaky error with the test, not issue with the package itself.
sm-python-sdk - failures tracked in sm-python-sdk test failures #316
numpy - 2 tests fail with:

meson.build:1:0: ERROR: Unknown compiler(s): [['gfortran'], ['flang-new'], ['flang'], ['nvfortran'], ['pgfortran'], ['ifort'], ['ifx'], ['g95']]
The following exception(s) were encountered:
Running `gfortran --help` gave "[Errno 2] No such file or directory: 'gfortran'"
Running `gfortran --version` gave "[Errno 2] No such file or directory: 'gfortran'"
Running `gfortran -V` gave "[Errno 2] No such file or directory: 'gfortran'"
Running `flang-new --help` gave "[Errno 2] No such file or directory: 'flang-new'"
Running `flang-new --version` gave "[Errno 2] No such file or directory: 'flang-new'"
Running `flang-new -V` gave "[Errno 2] No such file or directory: 'flang-new'"
Running `flang --help` gave "[Errno 2] No such file or directory: 'flang'"
Running `flang --version` gave "[Errno 2] No such file or directory: 'flang'"
Running `flang -V` gave "[Errno 2] No such file or directory: 'flang'"
Running `nvfortran --help` gave "[Errno 2] No such file or directory: 'nvfortran'"
Running `nvfortran --version` gave "[Errno 2] No such file or directory: 'nvfortran'"
Running `nvfortran -V` gave "[Errno 2] No such file or directory: 'nvfortran'"
Running `pgfortran --help` gave "[Errno 2] No such file or directory: 'pgfortran'"
Running `pgfortran --version` gave "[Errno 2] No such file or directory: 'pgfortran'"
Running `pgfortran -V` gave "[Errno 2] No such file or directory: 'pgfortran'"
Running `ifort --help` gave "[Errno 2] No such file or directory: 'ifort'"
Running `ifort --version` gave "[Errno 2] No such file or directory: 'ifort'"
Running `ifort -V` gave "[Errno 2] No such file or directory: 'ifort'"
Running `ifx --help` gave "[Errno 2] No such file or directory: 'ifx'"
Running `ifx --version` gave "[Errno 2] No such file or directory: 'ifx'"
Running `ifx -V` gave "[Errno 2] No such file or directory: 'ifx'"
Running `g95 --help` gave "[Errno 2] No such file or directory: 'g95'"
Running `g95 --version` gave "[Errno 2] No such file or directory: 'g95'"
Running `g95 -V` gave "[Errno 2] No such file or directory: 'g95'"

sagemaker-distribution-bot · 2024-11-20T06:03:50Z

Staleness Report: 3.0.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.64
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.6	4.3.1
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.4
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.2	2.28.2
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.3.1	27.3.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.18.0	2.18.0
py-xgboost-gpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

Staleness Report: 3.0.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
${\color{red}numpy}$	1.26.4	2.1.3
jinja2	3.1.4	3.1.4
${\color{red}pytorch}$	2.4.1	2.5.1
altair	5.4.1	5.4.1
${\color{red}boto3}$	1.34.162	1.35.64
ipython	8.29.0	8.29.0
jupyter-lsp	2.2.5	2.2.5
${\color{red}jupyterlab}$	4.2.6	4.3.1
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.4
${\color{red}langchain}$	0.2.17	0.3.7
jupyter-ai	2.28.2	2.28.2
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.10.0	2.10.0
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.7
pandas	2.2.3	2.2.3
amazon-sagemaker-sql-magic	0.1.3	0.1.3
${\color{red}jupyterlab-lsp}$	5.0.3	5.1.0
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.14.1	1.14.1
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.5.2	1.5.2
${\color{red}sentencepiece}$	0.1.99	0.2.0
pip	24.3.1	24.3.1
${\color{red}torchvision}$	0.19.1	0.20.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.2.2	7.2.2
aws-glue-sessions	1.0.7	1.0.7
conda	24.9.2	24.9.2
docker-cli	27.3.1	27.3.1
uvicorn	0.32.0	0.32.0
fastapi	0.115.5	0.115.5
git-remote-codecommit	1.16	1.16
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	3.0.0	3.0.0
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.4.0	4.4.0
jupyterlab-git	0.50.2	0.50.2
keras	3.6.0	3.6.0
${\color{red}langchain-aws}$	0.1.18	0.2.7
mlflow	2.18.0	2.18.0
py-xgboost-cpu	2.1.2	2.1.2
pyhive	0.7.0	0.7.0
python-gssapi	1.9.0	1.9.0
python-lsp-server	1.12.0	1.12.0
sagemaker-code-editor	1.4.1	1.4.1
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.4
sagemaker-jupyterlab-extension	0.3.2	0.3.2
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-mlflow	0.1.0	0.1.0
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
supervisor	4.2.5	4.2.5
tensorflow	2.17.0	2.17.0
tf-keras	2.17.0	2.17.0

sagemaker-distribution-bot · 2024-11-20T06:33:42Z

Python Package Size Report (GPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.59GB	3.59GB	-416.98KB	-0.01

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.4.1	491.54MB
cudnn	9.3.0.75	383.42MB
tensorflow-base	2.17.0	366.89MB
libcublas	12.6.3.3	256.01MB
libmagma	2.8.0	238.80MB
mkl	2023.2.0	156.82MB
libcufft	11.3.0.4	156.19MB
libcusparse	12.5.4.2	118.64MB
nccl	2.23.4.1	109.08MB
libcusolver	11.7.1.2	95.83MB
libxgboost	2.1.2	95.37MB
libnpp	12.3.1.54	93.37MB
gcc_impl_linux-64	13.3.0	64.34MB
cuda-nvdisasm	12.6.77	47.62MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
libcurand	10.3.7.77	39.85MB
gds-tools	1.11.0.15	37.76MB
pytorch	2.4.1	33.32MB

Python Package Size Delta

The total size of newly introduced Python packages is 15.07MB, accounts for 0.41% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
libcusolver	11.7.1.2	11.6.3.83	16.57MB	20.9
libcublas	12.6.3.3	12.5.3.2	15.96MB	6.65
libtorch	2.4.1	2.3.1	9.71MB	2.02
libmagma	2.8.0	2.7.2	8.89MB	3.87
libcufft	11.3.0.4	11.2.3.61	7.56MB	5.08
docker-cli	27.3.1	-	7.56MB	-
torchvision	0.19.1	0.18.1	3.47MB	44.47
pytorch	2.4.1	2.3.1	1.56MB	4.92
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
rdma-core	54.0	-	1.17MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
libnl	3.11.0	-	723.95KB	-
libsystemd0	256.7	-	401.89KB	-
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
cuda-nvcc-tools	12.6.77	12.5.82	155.68KB	0.67
libudev1	256.7	-	138.55KB	-
mlflow-skinny	2.18.0	2.17.0	128.16KB	2.23
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
libcap	2.69	-	98.22KB	-
libxgboost	2.1.2	2.1.1	86.97KB	0.09
cuda-cupti	12.6.80	12.5.82	73.27KB	3.9
attr	2.5.1	-	69.38KB	-
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
jupyter_ydoc	3.0.1	2.1.3	54.25KB	150.72
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
libcurand	10.3.7.77	10.3.6.82	33.86KB	0.08
textual	0.86.2	0.83.0	32.12KB	7.94
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
narwhals	1.14.1	1.9.4	16.52KB	15.31
cuda-cudart-static_linux-64	12.6.77	12.5.82	16.36KB	2.25
fsspec	2024.10.0	2023.6.0	16.05KB	13.89
libcurand-dev	10.3.7.77	10.3.6.82	15.35KB	6.22
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.85KB	20.06
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.17.2	1.15.5	5.57KB	3.95
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
opentelemetry-semantic-conventions	0.49b2	0.48b0	5.02KB	6.73
rpds-py	0.21.0	0.20.0	4.75KB	1.47
databricks-sdk	0.38.0	0.34.0	4.40KB	1.27
opentelemetry-sdk	1.28.2	1.27.0	4.10KB	5.69
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
nspr	4.36	4.35	3.28KB	1.48
httpcore	1.0.7	1.0.6	3.17KB	7.11
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
cuda-cuobjdump	12.6.77	12.5.39	2.93KB	1.23
tinycss2	1.4.0	1.3.0	2.81KB	11.34
libcufile	1.11.1.6	1.10.1.7	2.21KB	0.25
pytz	2024.1	2023.3	1.98KB	1.09
cuda-nvdisasm	12.6.77	12.5.39	1.89KB	0.0
cuda-nvml-dev	12.6.37	12.5.39	1.83KB	1.17
jupyter-ai	2.28.2	2.25.0	1.71KB	0.23
typer-slim-standard	0.13.0	0.12.5	1.62KB	3.55
jedi	0.19.2	0.19.1	1.57KB	0.19
typer	0.13.0	0.12.5	1.47KB	2.82
bleach	6.2.0	6.1.0	1.40KB	1.09
libnvfatbin	12.6.77	12.5.82	1.34KB	0.17
cuda-nvprof	12.6.80	12.5.82	1.25KB	0.05
cuda-cudart-dev_linux-64	12.6.77	12.5.82	1.09KB	0.31
cuda-crt-dev_linux-64	12.6.77	12.5.82	1.04KB	1.22
lightning-utilities	0.11.9	0.11.8	1.01KB	3.76
amazon-q-developer-jupyterlab-ext	3.4.4	3.4.0	994.00B	0.4
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
jupyter_scheduler	2.10.0	2.9.0	921.00B	0.39
cuda-nvvm-dev_linux-64	12.6.77	12.5.82	908.00B	3.74
cuda-crt-tools	12.6.77	12.5.82	904.00B	3.44
cuda-nvprune	12.6.77	12.5.82	894.00B	1.33
werkzeug	3.1.3	3.0.4	890.00B	0.37
cuda-nvcc-impl	12.6.77	12.5.82	842.00B	3.42
python-multipart	0.0.17	0.0.12	814.00B	3.02
cuda-gdb	12.6.77	12.5.82	795.00B	0.21
fastapi	0.115.5	0.115.2	789.00B	1.08
cuda-cuxxfilt	12.6.77	12.5.82	774.00B	0.36
frozenlist	1.5.0	1.4.1	769.00B	1.28
pyjwt	2.10.0	2.9.0	729.00B	2.99
truststore	0.10.0	0.9.2	713.00B	3.38
ripgrep	14.1.1	14.1.0	710.00B	0.04
googleapis-common-protos	1.66.0	1.65.0	688.00B	0.59
flask	3.1.0	3.0.3	651.00B	0.81
sagemaker-jupyterlab-extension-common	0.1.30	0.1.24	599.00B	0.27
tomli	2.1.0	2.0.2	538.00B	2.96
json5	0.9.28	0.9.25	530.00B	1.89
libcufile-dev	1.11.1.6	1.10.1.7	454.00B	1.33
libcufft-dev	11.3.0.4	11.2.3.61	440.00B	1.33
libcublas-dev	12.6.3.3	12.5.3.2	424.00B	0.47
opentelemetry-api	1.28.2	1.27.0	306.00B	0.7
zipp	3.21.0	3.20.2	293.00B	1.37
reproc-cpp	14.2.5.post0	14.2.4.post0	286.00B	1.13
reproc	14.2.5.post0	14.2.4.post0	266.00B	0.78
cuda-opencl-dev	12.6.77	12.5.39	253.00B	0.27
libnvjitlink-dev	12.6.77	12.5.82	251.00B	0.99
sqlparse	0.5.2	0.5.1	235.00B	0.58
starlette	0.41.3	0.40.0	216.00B	0.37
setproctitle	1.3.4	1.3.3	183.00B	0.91
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.6	149.00B	0.09
deprecated	1.2.15	1.2.14	149.00B	1.06
google-api-core	2.22.0	2.21.0	120.00B	0.13
alembic	1.14.0	1.13.3	119.00B	0.07
py-xgboost	2.1.2	2.1.1	88.00B	0.07
cuda-driver-dev_linux-64	12.6.77	12.5.82	87.00B	0.24
libnvfatbin-dev	12.6.77	12.5.82	66.00B	0.25
cuda-opencl	12.6.77	12.5.39	56.00B	0.19
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.12	41.00B	0.05
jupyter-ai-magics	2.28.2	2.25.0	39.00B	0.11
cuda-command-line-tools	12.6.2	12.5.1	39.00B	0.2
cuda-nvrtc-dev	12.6.77	12.5.82	36.00B	0.11
cuda-compiler	12.6.2	12.5.1	33.00B	0.16
cuda-nvcc	12.6.77	12.5.82	28.00B	0.12
python_abi	3.12	3.11	27.00B	0.43
cuda-nvcc_linux-64	12.6.77	12.5.82	13.00B	0.05
cuda-libraries	12.6.2	12.5.1	11.00B	0.05
cuda-cudart	12.6.77	12.5.82	9.00B	0.04
cuda-libraries-dev	12.6.2	12.5.1	8.00B	0.04
cuda-cudart_linux-64	12.6.77	12.5.82	4.00B	0.0
proto-plus	1.25.0	1.24.0	-3.00B	-0.01
cuda-driver-dev	12.6.77	12.5.82	-7.00B	-0.03
jupyter-scheduler	2.10.0	2.9.0	-18.00B	-0.28
langchain-core	0.2.43	0.2.40	-29.00B	-0.01
cuda-cudart-static	12.6.77	12.5.82	-32.00B	-0.14
cuda-cudart-dev	12.6.77	12.5.82	-37.00B	-0.16
graphene	3.4.3	3.4	-53.00B	-0.11
nss	3.106	3.105	-63.00B	-0.0
mlflow	2.18.0	2.17.0	-74.00B	-0.46
libnvjpeg-dev	12.3.3.54	12.3.2.81	-78.00B	-0.24
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
google-auth	2.36.0	2.35.0	-87.00B	-0.08
py-xgboost-gpu	2.1.2	2.1.1	-117.00B	-0.77
xgboost	2.1.2	2.1.1	-117.00B	-0.77
cuda-nvtx	12.6.77	12.5.82	-134.00B	-0.43
cuda-profiler-api	12.6.77	12.5.39	-148.00B	-0.64
cuda-version	12.6	12.5	-211.00B	-1.0
mako	1.3.6	1.3.5	-212.00B	-0.32
marshmallow	3.23.1	3.23.0	-218.00B	-0.24
c-ares	1.34.3	1.34.2	-222.00B	-0.11
rich	13.9.4	13.9.2	-289.00B	-0.16
libexpat	2.6.4	2.6.3	-312.00B	-0.42
libcusparse-dev	12.5.4.2	12.5.1.3	-395.00B	-0.76
libcusolver-dev	11.7.1.2	11.6.3.83	-408.00B	-0.67
patsy	1.0.1	0.5.6	-619.00B	-0.33
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.3	-676.00B	-0.23
ipython	8.29.0	8.28.0	-738.00B	-0.12
blinker	1.9.0	1.8.2	-773.00B	-5.26
python-dateutil	2.9.0.post0	2.9.0	-817.00B	-0.37
cpython	3.12.7	3.11.10	-1.08KB	-2.42
libnpp-dev	12.3.1.54	12.3.0.159	-1.10KB	-0.25
langchain	0.2.17	0.2.16	-1.14KB	-0.27
contourpy	1.3.1	1.3.0	-1.58KB	-0.58
langchain-community	0.2.19	0.2.16	-1.59KB	-0.14
typer-slim	0.13.0	0.12.5	-2.42KB	-5.42
menuinst	2.2.0	2.1.2	-4.18KB	-2.51
libnvjpeg	12.3.3.54	12.3.2.81	-4.23KB	-0.17
multiprocess	0.70.17	0.70.16	-4.43KB	-1.3
setuptools	75.5.0	75.1.0	-4.87KB	-0.64
libgpg-error	1.51	1.50	-4.92KB	-1.84
pyspnego	0.11.2	0.11.1	-5.16KB	-1.98
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
regex	2024.11.6	2024.9.11	-9.33KB	-2.32
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
nodejs	20.18.0	20.17.0	-18.33KB	-0.11
libmagma_sparse	2.8.0	2.7.2	-19.51KB	-0.3
gds-tools	1.11.0.15	1.10.0.4	-20.01KB	-0.05
fonttools	4.55.0	4.54.1	-24.39KB	-0.87
jupyter-collaboration	3.0.0	2.1.4	-38.27KB	-80.17
elfutils	0.192	0.191	-60.84KB	-5.26
notebook	7.2.2	7.1.3	-61.79KB	-1.59
mlflow-ui	2.18.0	2.17.0	-90.25KB	-2.08
amazon_sagemaker_sql_editor	0.1.13	0.1.12	-141.42KB	-0.81
cuda-nvcc-dev_linux-64	12.6.77	12.5.82	-160.18KB	-1.42
cuda-cccl_linux-64	12.6.77	12.5.39	-279.47KB	-21.13
cuda-sanitizer-api	12.6.77	12.5.81	-382.71KB	-4.03
libcusparse	12.5.4.2	12.5.1.3	-454.77KB	-0.37
jupyterlab	4.2.6	4.1.8	-489.91KB	-6.58
cuda-nvvm-tools	12.6.77	12.5.82	-765.75KB	-6.67
cuda-nvrtc	12.6.77	12.5.82	-811.40KB	-4.38
cuda-nvvm-impl	12.6.77	12.5.82	-947.03KB	-10.71
babel	2.16.0	2.14.0	-1.03MB	-14.25
libnvjitlink	12.6.77	12.5.82	-1.05MB	-6.62
libnpp	12.3.1.54	12.3.0.159	-1.42MB	-1.5
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
cuda-cupti-dev	12.6.80	12.5.82	-4.28MB	-55.93
cudnn	9.3.0.75	8.9.7.29	-63.16MB	-14.14

Python Package Size Report (CPU)

Target Image Version: 3.0.0 | Base Image Version: 2.1.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.09GB	1.08GB	8.09MB	0.73

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.57MB
libtorch	2.4.1	49.40MB
catboost	1.2.7	45.23MB
sagemaker-code-editor	1.4.1	41.38MB
pillow	10.4.0	40.71MB
pytorch	2.4.1	33.10MB
python	3.12.7	30.11MB
libllvm14	14.0.6	30.03MB
ray-core	2.37.0	28.34MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.14.1	16.81MB
nodejs	20.18.0	16.40MB
pandas	2.2.3	14.72MB
rav1e	0.6.6	14.71MB
icu	75.1	11.57MB
statsmodels	0.14.4	11.54MB
scikit-image	0.24.0	10.65MB
torchvision	0.19.1	10.01MB

Python Package Size Delta

The total size of newly introduced Python packages is 12.51MB, accounts for 1.12% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
docker-cli	27.3.1	-	7.56MB	-
pydantic-core	2.23.4	-	1.54MB	-
libfaiss	1.8.0	-	1.47MB	-
faiss	1.8.0	-	1.35MB	-
python	3.12.7	3.11.10	1006.64KB	3.37
unicodedata2	15.1.0	-	359.91KB	-
svt-av1	2.3.0	2.2.1	333.94KB	14.22
sagemaker-code-editor	1.4.1	1.3.3	253.98KB	0.6
mlflow-skinny	2.18.0	2.17.0	128.16KB	2.23
gnutls	3.8.8	3.8.7	121.63KB	6.64
debugpy	1.8.8	1.8.7	113.75KB	4.58
networkx	3.4.2	3.4.1	65.76KB	5.62
openssl	3.4.0	3.3.2	54.37KB	1.93
jupyter_ydoc	3.0.1	2.1.3	54.25KB	150.72
pycrdt	0.10.6	0.10.3	49.60KB	7.1
py-spy	0.4.0	0.3.14	44.78KB	2.79
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
jupyter-collaboration-ui	1.0.0	-	35.85KB	-
textual	0.86.2	0.83.0	32.12KB	7.94
jupyter-docprovider	1.0.0	-	31.58KB	-
jupyter_server_ydoc	1.0.0	-	26.13KB	-
linkify-it-py	2.0.3	-	23.47KB	-
annotated-types	0.7.0	-	17.81KB	-
faiss-cpu	1.8.0	-	16.97KB	-
optree	0.13.1	0.13.0	16.54KB	4.93
narwhals	1.14.1	1.9.4	16.52KB	15.31
fsspec	2024.10.0	2023.6.0	16.05KB	13.89
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
uc-micro-py	1.0.3	-	10.90KB	-
libsqlite	3.47.0	3.46.1	9.90KB	1.17
packaging	24.2	24.1	9.85KB	20.06
langsmith	0.1.143	0.1.129	8.96KB	3.59
yarl	1.17.2	1.15.5	5.57KB	3.95
websockets	14.1	13.1	5.13KB	2.22
pip	24.3.1	24.2	5.07KB	0.42
bcrypt	4.2.1	4.2.0	5.07KB	2.09
opentelemetry-semantic-conventions	0.49b2	0.48b0	5.02KB	6.73
rpds-py	0.21.0	0.20.0	4.75KB	1.47
databricks-sdk	0.38.0	0.34.0	4.40KB	1.27
opentelemetry-sdk	1.28.2	1.27.0	4.10KB	5.69
wheel	0.45.0	0.44.0	4.07KB	7.12
orjson	3.10.11	3.10.7	4.00KB	1.35
memray	1.14.0	1.13.4	3.85KB	0.56
nspr	4.36	4.35	3.28KB	1.48
httpcore	1.0.7	1.0.6	3.17KB	7.11
huggingface_hub	0.26.2	0.25.2	3.07KB	1.16
llvm-openmp	19.1.3	19.1.2	3.05KB	0.1
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sagemaker-distribution-bot · 2024-11-20T06:34:00Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 493ecb0
Result: FAILED
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This reverts commit 33ffa34.

chore: Generate build artifacts for 3.0.0 release

9084da8

claytonparnell and others added 2 commits November 1, 2024 02:36

revert: ecf4cac

4f9f4b2

chore: add post-build artifact files for 3.0.0 release

d88409e

sagemaker-distribution-bot closed this Nov 1, 2024

sagemaker-distribution-bot deleted the release-3.0.0 branch November 1, 2024 04:22

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claytonparnell reopened this Nov 1, 2024

update gpu env.in to constraint cuda build

9333a99

cinlo and others added 2 commits November 7, 2024 16:03

feat:Add docker cli to SMD 3.0.0 (#517)

d3d0be0

Co-authored-by: Cindy Zhao <[email protected]>

chore: add post-build artifact files for 3.0.0 release

100d455

sagemaker-distribution-bot closed this Nov 8, 2024

sagemaker-distribution-bot deleted the release-3.0.0 branch November 8, 2024 03:13

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aws-tianquaw and others added 2 commits November 8, 2024 10:08

Add docker cli to v3

df99ff3

chore: add post-build artifact files for 3.0.0 release

1a78aa4

pin sentencepiece

e3266b4

aws-tianquaw and others added 2 commits November 12, 2024 04:12

Revert "Pin the version of jupyter-collaboration to v2"

31966f7

This reverts commit 2cfcdbc.

chore: add post-build artifact files for 3.0.0 release

067831d

chore: add post-build artifact files for 3.0.0 release

3bb0f77

add IMAGE_VERSION, code-editor updates to v3 Dockerfile

185cd5b

Update to CUDA 12.6

2e07695

claytonparnell and others added 2 commits November 15, 2024 20:00

Add code-editor user settings file

67f6c36

chore: add post-build artifact files for 3.0.0 release

b8d0752

Add test artifacts

9304f47

claytonparnell mentioned this pull request Nov 19, 2024

sm-python-sdk test failures #316

Open

claytonparnell and others added 2 commits November 20, 2024 03:49

Disable rtc for ydoc extension

493ecb0

chore: add post-build artifact files for 3.0.0 release

33ffa34

aws-tianquaw and others added 2 commits November 20, 2024 20:31

Merge branch 'main' into release-3.0.0

30903fa

Revert "chore: add post-build artifact files for 3.0.0 release"

2b6ee2c

This reverts commit 33ffa34.

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