release: v2.6.1

[github-actions]

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

• Review changelog/staleness report.
• Review pinned_env.in files, when releasing Major/Minor version, try removing entries from there and build images.
• Review python package dependency and size report.
• Review build/test results by clicking Build Logs in CI Report (be patient, tests take ~4hr).
• Review ECR Scan results.

[sagemaker-distribution-bot]

Staleness Report: 2.6.1(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}notebook}$	7.4.1	7.4.2	1258578
${\color{red}boto3}$	1.37.1	1.37.38	761137
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	24.3.1	24.3.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	24.11.3	24.11.3	3604351
ipython	8.35.0	8.35.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.5.2	1.5.2	1930584
ipywidgets	8.1.7	8.1.7	1281470
seaborn	0.13.2	0.13.2	1159322
pytorch	2.4.1	2.4.1	1013528
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.19.1	0.19.1	592488
s3fs	2024.10.0	2024.10.0	276697
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.17.0	2.17.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.21.3	2.21.3	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
py-xgboost-gpu	2.1.4	2.1.4	7015
sagemaker-python-sdk	2.243.2	2.243.2	6642
jupyterlab-lsp	5.0.3	5.0.3	5595
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.17.0	2.17.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	2.1.5	2.1.5	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.2.0	1.2.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

Staleness Report: 2.6.1(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream	Downloads (Conda, previous month)
${\color{red}boto3}$	1.37.1	1.37.38	761137
${\color{red}langchain-aws}$	0.2.19	0.2.22	1696
pip	24.3.1	24.3.1	15208756
numpy	1.26.4	1.26.4	5734194
jinja2	3.1.6	3.1.6	3664944
scipy	1.15.2	1.15.2	3634303
conda	24.11.3	24.11.3	3604351
ipython	8.35.0	8.35.0	3146435
pandas	2.2.3	2.2.3	3128995
matplotlib-base	3.10.1	3.10.1	2518792
scikit-learn	1.5.2	1.5.2	1930584
ipywidgets	8.1.7	8.1.7	1281470
notebook	7.4.2	7.4.2	1258578
seaborn	0.13.2	0.13.2	1159322
pytorch	2.6.0	2.6.0	1013528
jupyterlab	4.4.2	4.4.2	884659
jupyter-lsp	2.2.5	2.2.5	655585
torchvision	0.21.0	0.21.0	592488
s3fs	2024.10.0	2024.10.0	276697
uvicorn	0.34.2	0.34.2	213369
python-lsp-server	1.12.2	1.12.2	181744
fastapi	0.115.12	0.115.12	176913
tensorflow	2.18.0	2.18.0	152857
altair	5.5.0	5.5.0	148369
keras	3.9.2	3.9.2	135230
mlflow	2.21.3	2.21.3	89177
python-gssapi	1.9.0	1.9.0	67202
sagemaker-mlflow	0.1.0	0.1.0	41368
langchain	0.3.25	0.3.25	36371
jupyter-server-proxy	4.4.0	4.4.0	30079
py-xgboost-cpu	2.1.4	2.1.4	22480
jupyterlab-git	0.51.1	0.51.1	16084
jupyter-dash	0.4.2	0.4.2	12351
pyhive	0.7.0	0.7.0	11289
supervisor	4.2.5	4.2.5	8930
sagemaker-python-sdk	2.243.2	2.243.2	6642
jupyterlab-lsp	5.0.3	5.0.3	5595
jupyter-ai	2.31.4	2.31.4	3729
tf-keras	2.18.0	2.18.0	3571
docker-cli	27.5.1	27.5.1	3292
amazon-q-developer-jupyterlab-ext	3.4.8	3.4.8	3199
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	1.2.4	3077
jupyter-collaboration	2.1.5	2.1.5	1967
git-remote-codecommit	1.16	1.16	1820
amazon-sagemaker-jupyter-scheduler	3.1.11	3.1.11	1694
jupyter-scheduler	2.10.0	2.10.0	1426
autogluon	1.2.0	1.2.0	1231
sagemaker-code-editor	1.5.0	1.5.0	777
sagemaker-studio-analytics-extension	0.1.7	0.1.7	770
amazon_sagemaker_sql_editor	0.1.16	0.1.16	762
sagemaker-kernel-wrapper	0.0.5	0.0.5	644
aws-glue-sessions	1.0.9	1.0.9	480
sagemaker-jupyterlab-extension	0.4.2	0.4.2	468
jupyter-activity-monitor-extension	0.3.1	0.3.1	453
sagemaker-jupyterlab-emr-extension	0.3.8	0.3.8	438
amazon-sagemaker-sql-magic	0.1.4	0.1.4	370
sagemaker-headless-execution-driver	0.0.13	0.0.13	353
sagemaker-studio-cli	1.0.6	1.0.6	135
sagemaker-studio	1.0.13	1.0.13	134
sagemaker-studio-dataengineering-extensions	1.0.9	1.0.9	106
sagemaker-studio-dataengineering-sessions	1.0.10	1.0.10	66

[sagemaker-distribution-bot]

GPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
2.6.1-gpu:6.67 GB	2.6.0-gpu:6.67 GB	0.00 GB Larger	0.06% Larger

CPU Total Image Size Report

Target Image Size	Base Image Size	Size Difference	Size Change (%)
2.6.1-cpu:2.15 GB	2.6.0-cpu:2.15 GB	0.00 GB Larger	0.15% Larger

Python Package Size Report (GPU)

Target Image Version: 2.6.1 | Base Image Version: 2.6.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.85GB	3.85GB	1.69MB	0.04

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
libtorch	2.4.1	491.62MB
cudnn	9.8.0.87	467.52MB
tensorflow-base	2.17.0	367.42MB
libcublas	12.5.3.2	240.05MB
libmagma	2.8.0	238.80MB
nccl	2.26.5.1	172.14MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libxgboost	2.1.4	128.62MB
libcusparse	12.5.1.3	119.08MB
libnpp	12.3.0.159	94.79MB
libcusolver	11.6.3.83	79.26MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
gcc_impl_linux-64	13.3.0	63.68MB
cuda-nvdisasm	12.5.39	47.62MB
catboost	1.2.8	41.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.1.0	40.08MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB

Python Package Size Delta

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

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
virtualenv	20.31.1	20.30.0	486.47KB	13.7
onnxruntime	1.21.1	1.20.1	406.31KB	3.39
nccl	2.26.5.1	2.26.2.1	260.77KB	0.15
pcre2	10.45	10.44	239.26KB	25.73
snowflake-connector-python	3.15.0	3.14.0	139.25KB	12.12
llvm-openmp	20.1.4	20.1.3	133.58KB	4.29
jupyterlab	4.4.2	4.4.1	123.13KB	1.49
sympy	1.14.0	1.13.3	90.82KB	2.06
libxkbcommon	1.9.1	1.8.1	29.56KB	4.69
pixman	0.46.0	0.44.2	17.18KB	4.62
panel	1.6.3	1.6.2	16.23KB	0.08
libasprintf	0.24.1	0.23.1	9.70KB	23.01
cryptography	44.0.3	44.0.2	8.23KB	0.53
narwhals	1.38.0	1.36.0	6.39KB	3.13
joblib	1.5.0	1.4.2	4.70KB	2.18
databricks-sdk	0.52.0	0.50.0	4.30KB	1.04
libgettextpo	0.24.1	0.23.1	4.20KB	2.58
dask-core	2025.4.1	2025.4.0	3.66KB	0.38
xkeyboard-config	2.44	2.43	3.32KB	0.87
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
distributed	2025.4.1	2025.4.0	2.53KB	0.32
jupyterlab_widgets	3.0.15	3.0.14	1.98KB	1.09
google-auth	2.40.0	2.39.0	1.98KB	1.72
orjson	3.10.18	3.10.16	1.73KB	0.58
textual	3.2.0	3.1.1	1.25KB	0.27
docstring-to-markdown	0.17	0.16	1.09KB	2.47
sagemaker-core	1.0.31	1.0.29	1.02KB	0.4
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
lightning	2.5.1.post0	2.5.1	897.00B	0.2
typer	0.15.3	0.15.2	886.00B	1.16
sagemaker-jupyterlab-extension-common	0.2.2	0.2.1	612.00B	0.27
httpcore	1.0.9	1.0.7	524.00B	1.07
termcolor	3.1.0	3.0.1	490.00B	3.88
keras	3.9.2	3.9.0	458.00B	0.06
setproctitle	1.3.6	1.3.5	337.00B	1.64
langchain-core	0.3.58	0.3.56	288.00B	0.1
typer-slim	0.15.3	0.15.2	286.00B	0.62
ipywidgets	8.1.7	8.1.6	185.00B	0.16
pytorch-lightning	2.5.1.post0	2.5.1	160.00B	0.04
sagemaker-studio-analytics-extension	0.1.7	0.1.6	147.00B	0.33
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
pylint	3.3.7	3.3.6	-48.00B	-0.01
langchain	0.3.25	0.3.24	-1.29KB	-0.3
langchain-community	0.3.23	0.3.22	-3.83KB	-0.32
ca-certificates	2025.4.26	2025.1.31	-6.40KB	-4.12
setuptools	80.1.0	79.0.1	-8.84KB	-1.15
h11	0.16.0	0.14.0	-13.82KB	-27.29
hdf5	1.14.6	1.14.3	-233.04KB	-6.07

Python Package Size Report (CPU)

Target Image Version: 2.6.1 | Base Image Version: 2.6.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.15GB	1.15GB	1.03MB	0.09

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
tensorflow-base	2.18.0	151.09MB
mkl	2024.2.2	118.94MB
amazon-sagemaker-jupyter-ai-q-developer	1.2.4	75.66MB
libtorch	2.6.0	51.85MB
sagemaker-code-editor	1.5.0	41.48MB
pillow	11.1.0	40.08MB
python	3.11.11	29.21MB
ray-core	2.40.0	29.19MB
llvmlite	0.44.0	28.64MB
pytorch	2.6.0	27.32MB
panel	1.6.3	20.91MB
pandoc	3.6.4	20.34MB
amazon_sagemaker_sql_editor	0.1.16	17.13MB
scipy	1.15.2	16.40MB
nodejs	20.18.1	16.36MB
pandas	2.2.3	14.96MB
rav1e	0.6.6	14.71MB
onnxruntime	1.21.1	12.09MB
statsmodels	0.14.4	11.72MB
icu	75.1	11.57MB

Python Package Size Delta

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

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
virtualenv	20.31.1	20.30.0	486.47KB	13.7
onnxruntime	1.21.1	1.20.1	406.31KB	3.39
pcre2	10.45	10.44	239.26KB	25.73
snowflake-connector-python	3.15.0	3.14.0	139.25KB	12.12
llvm-openmp	20.1.4	20.1.3	133.58KB	4.29
jupyterlab	4.4.2	4.4.1	123.13KB	1.49
sympy	1.14.0	1.13.3	90.82KB	2.06
libxkbcommon	1.9.1	1.8.1	29.56KB	4.69
pixman	0.46.0	0.44.2	17.18KB	4.62
panel	1.6.3	1.6.2	16.23KB	0.08
libasprintf	0.24.1	0.23.1	9.70KB	23.01
cryptography	44.0.3	44.0.2	8.23KB	0.53
narwhals	1.38.0	1.36.0	6.39KB	3.13
joblib	1.5.0	1.4.2	4.70KB	2.18
databricks-sdk	0.52.0	0.50.0	4.30KB	1.04
libgettextpo	0.24.1	0.23.1	4.20KB	2.58
dask-core	2025.4.1	2025.4.0	3.66KB	0.38
xkeyboard-config	2.44	2.43	3.32KB	0.87
charset-normalizer	3.4.2	3.4.1	2.97KB	6.41
distributed	2025.4.1	2025.4.0	2.53KB	0.32
jupyterlab_widgets	3.0.15	3.0.14	1.98KB	1.09
google-auth	2.40.0	2.39.0	1.98KB	1.72
orjson	3.10.18	3.10.16	1.73KB	0.58
textual	3.2.0	3.1.1	1.25KB	0.27
docstring-to-markdown	0.17	0.16	1.09KB	2.47
sagemaker-core	1.0.31	1.0.29	1.02KB	0.4
mypy_extensions	1.1.0	1.0.0	912.00B	8.4
lightning	2.5.1.post0	2.5.1	897.00B	0.2
typer	0.15.3	0.15.2	886.00B	1.16
sagemaker-jupyterlab-extension-common	0.2.2	0.2.1	612.00B	0.27
httpcore	1.0.9	1.0.7	524.00B	1.07
termcolor	3.1.0	3.0.1	490.00B	3.88
keras	3.9.2	3.9.0	458.00B	0.06
setproctitle	1.3.6	1.3.5	337.00B	1.64
langchain-core	0.3.58	0.3.56	288.00B	0.1
typer-slim	0.15.3	0.15.2	286.00B	0.62
ipywidgets	8.1.7	8.1.6	185.00B	0.16
pytorch-lightning	2.5.1.post0	2.5.1	160.00B	0.04
sagemaker-studio-analytics-extension	0.1.7	0.1.6	147.00B	0.33
typer-slim-standard	0.15.3	0.15.2	2.00B	0.04
pylint	3.3.7	3.3.6	-48.00B	-0.01
langchain	0.3.25	0.3.24	-1.29KB	-0.3
langchain-community	0.3.23	0.3.22	-3.83KB	-0.32
ca-certificates	2025.4.26	2025.1.31	-6.40KB	-4.12
setuptools	80.1.0	79.0.1	-8.84KB	-1.15
h11	0.16.0	0.14.0	-13.82KB	-27.29
hdf5	1.14.6	1.14.3	-233.04KB	-6.07
notebook	7.4.2	7.4.1	-408.86KB	-4.01

[sagemaker-distribution-bot]

Python Package Dependency Report

Target Image Version: 2.6.1 | Base Image Version: 2.6.0

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 7b64355
• Result: FAILED
• Build Logs (available for 30 days)

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