release: v0.14.0

[github-actions]

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

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

[sagemaker-distribution-bot]

Staleness Report: 0.14.0(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
ipython	8.27.0	8.27.0
jinja2	3.1.4	3.1.4
ipywidgets	7.8.4	7.8.4
jupyterlab	3.6.8	3.6.8
numpy	1.26.4	1.26.4
pandas	2.2.2	2.2.2
boto3	1.35.21	1.35.21
aws-glue-sessions	1.0.7	1.0.7
conda	23.11.0	23.11.0
${\color{red}keras}$	2.14.0	2.15.0
matplotlib	3.9.2	3.9.2
pip	23.3.2	23.3.2
scipy	1.14.1	1.14.1
scikit-learn	1.5.2	1.5.2
py-xgboost-gpu	1.7.6	1.7.6
thrift_sasl	0.4.3	0.4.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
${\color{red}pytorch-gpu}$	2.0.0	2.4.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
${\color{red}tensorflow}$	2.14.0	2.17.0
${\color{red}torchvision}$	0.15.2	0.19.0

Staleness Report: 0.14.0(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
ipython	8.27.0	8.27.0
jinja2	3.1.4	3.1.4
ipywidgets	7.8.4	7.8.4
jupyterlab	3.6.8	3.6.8
numpy	1.26.4	1.26.4
pandas	2.2.2	2.2.2
boto3	1.35.21	1.35.21
aws-glue-sessions	1.0.7	1.0.7
conda	23.11.0	23.11.0
keras	2.15.0	2.15.0
matplotlib	3.9.2	3.9.2
pip	23.3.2	23.3.2
scipy	1.14.1	1.14.1
scikit-learn	1.5.2	1.5.2
py-xgboost-cpu	1.7.6	1.7.6
thrift_sasl	0.4.3	0.4.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
${\color{red}pytorch}$	2.1.2	2.4.0
sagemaker-headless-execution-driver	0.0.13	0.0.13
sagemaker-kernel-wrapper	0.0.4	0.0.4
sagemaker-python-sdk	2.227.0	2.227.0
sagemaker-studio-analytics-extension	0.1.2	0.1.2
${\color{red}tensorflow}$	2.15.0	2.17.0
${\color{red}torchvision}$	0.16.1	0.19.0

[sagemaker-distribution-bot]

Python Package Size Report (GPU)

Target Image Version: 0.14.0 | Base Image Version: 0.13.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.12GB	3.17GB	-51.77MB	-1.6

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
cudatoolkit	11.8.0	682.45MB
tensorflow-base	2.14.0	517.65MB
cudnn	8.9.7.29	443.90MB
pytorch	2.0.0	399.35MB
mkl	2022.2.1	201.46MB
libmagma	2.7.1	201.22MB
nccl	2.22.3.1	124.94MB
libxgboost	1.7.6	99.28MB
llvm-openmp	18.1.8	55.77MB
qt6-main	6.7.2	44.84MB
pillow	10.4.0	40.35MB
libllvm18	18.1.8	36.46MB
python	3.11.10	29.19MB
pandoc	3.4	20.03MB
libclang-cpp18.1	18.1.8	18.29MB
scipy	1.14.1	16.90MB
pandas	2.2.2	14.96MB
icu	73.2	11.53MB
torchvision	0.15.2	11.09MB
libclang13	18.1.8	10.51MB

Python Package Size Delta

The total size of newly introduced Python packages is 78.76MB, accounts for 2.47% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
qt6-main	6.7.2	-	44.84MB	-
libclang-cpp18.1	18.1.8	-	18.29MB	-
pyside6	6.7.2	-	10.10MB	-
libstdcxx	14.1.0	-	3.71MB	-
sleef	3.7	3.6.1	900.87KB	92.42
libgcc	14.1.0	-	826.54KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
wayland	1.23.1	-	314.02KB	-
libdrm	2.4.123	-	296.00KB	-
libxslt	1.1.39	-	248.34KB	-
jupyterlab	3.6.8	3.6.7	227.35KB	4.08
matplotlib-base	3.9.2	3.9.1	141.97KB	1.84
pandoc	3.4	3.3	111.13KB	0.54
double-conversion	3.3.0	-	76.80KB	-
sqlalchemy	2.0.35	2.0.31	54.37KB	1.59
libgfortran	14.1.0	-	50.92KB	-
scikit-learn	1.5.2	1.5.1	46.79KB	0.45
libmamba	1.5.9	1.5.8	34.28KB	2.1
yarl	1.11.1	1.9.4	30.06KB	25.16
libpciaccess	0.18	-	27.70KB	-
libglib	2.80.2	2.80.3	25.85KB	0.68
xcb-util-cursor	0.1.5	-	19.82KB	-
contourpy	1.3.0	1.2.1	15.84KB	6.26
scipy	1.14.1	1.14.0	14.03KB	0.08
libmambapy	1.5.9	1.5.8	13.13KB	4.32
pyyaml	6.0.2	6.0.1	11.74KB	5.99
libpq	16.4	16.3	9.99KB	0.41
libcurl	8.10.1	8.9.1	8.64KB	2.13
sympy	1.13.2	1.13.0	7.64KB	0.17
debugpy	1.8.5	1.8.2	5.79KB	0.26
certifi	2024.8.30	2024.7.4	4.34KB	2.79
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
menuinst	2.1.2	2.1.1	3.35KB	2.05
c-ares	1.33.1	1.32.3	2.99KB	1.7
libpng	1.6.44	1.6.43	2.38KB	0.85
cffi	1.17.1	1.16.0	1.86KB	0.64
google-auth	2.34.0	2.32.0	1.42KB	1.31
rpds-py	0.20.0	0.19.1	1.02KB	0.31
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
rich	13.8.1	13.7.1	1011.00B	0.55
greenlet	3.1.0	3.0.3	810.00B	0.34
pyparsing	3.1.4	3.1.2	674.00B	0.75
multidict	6.1.0	6.0.5	662.00B	1.07
executing	2.1.0	2.0.1	648.00B	2.34
wheel	0.44.0	0.43.0	622.00B	1.07
boto3	1.35.21	1.34.151	538.00B	0.67
zipp	3.20.2	3.19.2	492.00B	2.35
truststore	0.9.2	0.8.0	419.00B	2.03
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
expat	2.6.3	2.6.2	264.00B	0.19
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
matplotlib	3.9.2	3.9.1	151.00B	1.75
jupyter	1.1.1	1.0.0	108.00B	1.25
webcolors	24.8.0	24.6.0	87.00B	0.48
tqdm	4.66.5	4.66.4	67.00B	0.07
platformdirs	4.3.6	4.2.2	53.00B	0.26
ipywidgets	7.8.4	7.8.3	28.00B	0.03
types-python-dateutil	2.9.0.20240906	2.9.0.20240316	20.00B	0.09
widgetsnbextension	3.6.9	3.6.8	16.00B	0.0
cachetools	5.5.0	5.4.0	5.00B	0.03
libexpat	2.6.3	2.6.2	-114.00B	-0.15
libsqlite	3.46.1	3.46.0	-132.00B	-0.02
filelock	3.16.1	3.15.4	-235.00B	-1.34
paramiko	3.4.1	3.4.0	-293.00B	-0.18
jupyterlab_widgets	1.1.10	1.1.9	-325.00B	-0.29
importlib_resources	6.4.5	6.4.0	-331.00B	-1.0
libdeflate	1.21	1.20	-337.00B	-0.47
ipython	8.27.0	8.26.0	-401.00B	-0.07
pyjwt	2.9.0	2.8.0	-560.00B	-2.25
werkzeug	3.0.4	3.0.3	-651.00B	-0.27
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
pytz	2024.2	2024.1	-1.51KB	-0.82
pyasn1	0.6.1	0.6.0	-1.89KB	-3.02
setuptools	73.0.1	71.0.4	-2.73KB	-0.19
idna	3.10	3.7	-2.81KB	-5.46
openssl	3.3.2	3.3.1	-3.34KB	-0.12
pcre2	10.43	10.44	-4.82KB	-0.52
botocore	1.35.21	1.34.151	-11.95KB	-0.17
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
pyzmq	26.2.0	26.0.3	-85.58KB	-18.44
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
python	3.11.10	3.11.9	-270.54KB	-0.9
cryptography	43.0.1	42.0.8	-480.90KB	-24.69

Python Package Size Report (CPU)

Target Image Version: 0.14.0 | Base Image Version: 0.13.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
886.97MB	938.74MB	-51.77MB	-5.51

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.15.0	140.09MB
llvm-openmp	18.1.8	55.77MB
libtorch	2.1.2	45.25MB
qt6-main	6.7.2	44.84MB
pillow	10.4.0	40.35MB
libllvm18	18.1.8	36.46MB
python	3.11.10	29.19MB
pytorch	2.1.2	27.88MB
pandoc	3.4	20.03MB
libclang-cpp18.1	18.1.8	18.29MB
scipy	1.14.1	16.90MB
pandas	2.2.2	14.96MB
icu	73.2	11.53MB
libclang13	18.1.8	10.51MB
scikit-learn	1.5.2	10.11MB
pyside6	6.7.2	10.10MB
torchvision	0.16.1	9.97MB
numpy	1.26.4	7.69MB
matplotlib-base	3.9.2	7.65MB

Python Package Size Delta

The total size of newly introduced Python packages is 78.76MB, accounts for ${\color{red}8.88}$% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
qt6-main	6.7.2	-	44.84MB	-
libclang-cpp18.1	18.1.8	-	18.29MB	-
pyside6	6.7.2	-	10.10MB	-
libstdcxx	14.1.0	-	3.71MB	-
sleef	3.7	3.6.1	900.87KB	92.42
libgcc	14.1.0	-	826.54KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
wayland	1.23.1	-	314.02KB	-
libdrm	2.4.123	-	296.00KB	-
libxslt	1.1.39	-	248.34KB	-
jupyterlab	3.6.8	3.6.7	227.35KB	4.08
matplotlib-base	3.9.2	3.9.1	141.97KB	1.84
pandoc	3.4	3.3	111.13KB	0.54
double-conversion	3.3.0	-	76.80KB	-
sqlalchemy	2.0.35	2.0.31	54.37KB	1.59
libgfortran	14.1.0	-	50.92KB	-
scikit-learn	1.5.2	1.5.1	46.79KB	0.45
libmamba	1.5.9	1.5.8	34.28KB	2.1
yarl	1.11.1	1.9.4	30.06KB	25.16
libpciaccess	0.18	-	27.70KB	-
libglib	2.80.2	2.80.3	25.85KB	0.68
xcb-util-cursor	0.1.5	-	19.82KB	-
contourpy	1.3.0	1.2.1	15.84KB	6.26
scipy	1.14.1	1.14.0	14.03KB	0.08
libmambapy	1.5.9	1.5.8	13.13KB	4.32
pyyaml	6.0.2	6.0.1	11.74KB	5.99
libpq	16.4	16.3	9.99KB	0.41
libcurl	8.10.1	8.9.1	8.64KB	2.13
sympy	1.13.2	1.13.0	7.64KB	0.17
debugpy	1.8.5	1.8.2	5.79KB	0.26
certifi	2024.8.30	2024.7.4	4.34KB	2.79
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
menuinst	2.1.2	2.1.1	3.35KB	2.05
c-ares	1.33.1	1.32.3	2.99KB	1.7
libpng	1.6.44	1.6.43	2.38KB	0.85
cffi	1.17.1	1.16.0	1.86KB	0.64
google-auth	2.34.0	2.32.0	1.42KB	1.31
fsspec	2024.9.0	2024.6.1	1.21KB	0.93
rpds-py	0.20.0	0.19.1	1.02KB	0.31
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
rich	13.8.1	13.7.1	1011.00B	0.55
greenlet	3.1.0	3.0.3	810.00B	0.34
pyparsing	3.1.4	3.1.2	674.00B	0.75
multidict	6.1.0	6.0.5	662.00B	1.07
executing	2.1.0	2.0.1	648.00B	2.34
wheel	0.44.0	0.43.0	622.00B	1.07
boto3	1.35.21	1.34.151	538.00B	0.67
zipp	3.20.2	3.19.2	492.00B	2.35
truststore	0.9.2	0.8.0	419.00B	2.03
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
expat	2.6.3	2.6.2	264.00B	0.19
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
matplotlib	3.9.2	3.9.1	151.00B	1.75
jupyter	1.1.1	1.0.0	108.00B	1.25
webcolors	24.8.0	24.6.0	87.00B	0.48
tqdm	4.66.5	4.66.4	67.00B	0.07
platformdirs	4.3.6	4.2.2	53.00B	0.26
ipywidgets	7.8.4	7.8.3	28.00B	0.03
types-python-dateutil	2.9.0.20240906	2.9.0.20240316	20.00B	0.09
widgetsnbextension	3.6.9	3.6.8	16.00B	0.0
cachetools	5.5.0	5.4.0	5.00B	0.03
libexpat	2.6.3	2.6.2	-114.00B	-0.15
libsqlite	3.46.1	3.46.0	-132.00B	-0.02
filelock	3.16.1	3.15.4	-235.00B	-1.34
paramiko	3.4.1	3.4.0	-293.00B	-0.18
jupyterlab_widgets	1.1.10	1.1.9	-325.00B	-0.29
importlib_resources	6.4.5	6.4.0	-331.00B	-1.0
libdeflate	1.21	1.20	-337.00B	-0.47
ipython	8.27.0	8.26.0	-401.00B	-0.07
pyjwt	2.9.0	2.8.0	-560.00B	-2.25
werkzeug	3.0.4	3.0.3	-651.00B	-0.27
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
pytz	2024.2	2024.1	-1.51KB	-0.82
pyasn1	0.6.1	0.6.0	-1.89KB	-3.02
setuptools	73.0.1	71.0.4	-2.73KB	-0.19
idna	3.10	3.7	-2.81KB	-5.46
openssl	3.3.2	3.3.1	-3.34KB	-0.12
pcre2	10.43	10.44	-4.82KB	-0.52
botocore	1.35.21	1.34.151	-11.95KB	-0.17
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
pyzmq	26.2.0	26.0.3	-85.58KB	-18.44
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
python	3.11.10	3.11.9	-270.54KB	-0.9
cryptography	43.0.1	42.0.8	-480.90KB	-24.69

[sagemaker-distribution-bot]

AWS CodeBuild CI Report

• CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
• Commit ID: 9a718d4
• Result: FAILED
• Build Logs (available for 30 days)

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

[TRNWWZ]

FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[keras.test.Dockerfile-required_packages0]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pandas.test.Dockerfile-required_packages8]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[gpu-dependencies.test.Dockerfile-required_packages31]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sm-python-sdk.test.Dockerfile-required_packages9]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[pytorch.examples.Dockerfile-required_packages10]

(Rerun locally)

• keras - Single test fails with AttributeError: 'CustomLayer' object has no attribute '_build_input_shape'. Issue with test, not installation
• pandas - single test faied with E matplotlib._api.deprecation.MatplotlibDeprecationWarning: The plot_date function was deprecated in Matplotlib 3.9 and will be removed in 3.11. Use plot instead. - should be warning, test is using deprecated function
• sagemaker-studio-analytics-extension - test passed locally, see NoCredentialsError: Unable to locate credentials in CodeBuild execution.
• gpu-dependencies - Unit tests were executed in CPU environment so it failed, test pass when execute test script in container running on GPU instance
• sm-python-sdk - sm-python-sdk test failures #316
• pytorch - passed when running tests in local container directly, failure was caused by dependencies conflict when installing some , but not impacting functionality.