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release: v1.12.0 #552

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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 sagemaker-distribution-bot deleted the release-1.12.0 branch January 22, 2025 06:47
@TRNWWZ TRNWWZ restored the release-1.12.0 branch January 22, 2025 06:49
@TRNWWZ TRNWWZ reopened this Jan 22, 2025
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Staleness Report: 1.12.0(gpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.0.0 2.5.1
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.36.2
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.17 0.3.15
${\color{red}jupyter-ai}$ 2.28.5 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
${\color{red}pandas}$ 2.1.4 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 0.1.14 0.1.14
${\color{red}scipy}$ 1.11.4 1.15.1
${\color{red}scikit-learn}$ 1.4.2 1.6.1
${\color{red}evaluate}$ 0.4.1 0.4.3
pip 23.3.2 23.3.2
${\color{red}torchvision}$ 0.15.2 0.20.1
autogluon 0.8.3 0.8.3
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
${\color{red}libmamba}$ 1.5.11 1.5.12
conda 23.11.0 23.11.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
jupyter-collaboration 1.2.0 1.2.0
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
${\color{red}keras}$ 2.14.0 2.15.0
${\color{red}langchain-aws}$ 0.1.18 0.2.11
matplotlib 3.10.0 3.10.0
${\color{red}nodejs}$ 18.20.3 18.20.5
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 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}sagemaker-code-editor}$ 1.1.5 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
sasl 0.3.1 0.3.1
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.14.0 2.17.0

Staleness Report: 1.12.0(cpu)

Package Current Version in the Distribution image Latest Relevant Version in Upstream
numpy 1.26.4 1.26.4
jinja2 3.1.5 3.1.5
${\color{red}pytorch}$ 2.0.0 2.5.1
altair 5.5.0 5.5.0
${\color{red}boto3}$ 1.34.162 1.36.2
ipython 8.31.0 8.31.0
jupyter-lsp 2.2.5 2.2.5
jupyterlab 4.3.4 4.3.4
amazon-q-developer-jupyterlab-ext 3.4.5 3.4.5
${\color{red}langchain}$ 0.2.17 0.3.15
${\color{red}jupyter-ai}$ 2.28.5 2.29.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.14
jupyter-scheduler 2.10.0 2.10.0
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.8
${\color{red}pandas}$ 2.1.4 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 0.1.14 0.1.14
${\color{red}scipy}$ 1.11.4 1.15.1
${\color{red}scikit-learn}$ 1.4.2 1.6.1
${\color{red}evaluate}$ 0.4.1 0.4.3
pip 23.3.2 23.3.2
${\color{red}torchvision}$ 0.15.2 0.20.1
autogluon 0.8.3 0.8.3
ipywidgets 8.1.5 8.1.5
notebook 7.3.2 7.3.2
aws-glue-sessions 1.0.8 1.0.8
${\color{red}libmamba}$ 1.5.11 1.5.12
conda 23.11.0 23.11.0
uvicorn 0.34.0 0.34.0
fastapi 0.115.6 0.115.6
jupyter-collaboration 1.2.0 1.2.0
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 2.15.0 2.15.0
${\color{red}langchain-aws}$ 0.1.18 0.2.11
matplotlib 3.10.0 3.10.0
${\color{red}nodejs}$ 18.20.3 18.20.5
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 1.9.0 1.9.0
python-lsp-server 1.12.0 1.12.0
${\color{red}sagemaker-code-editor}$ 1.1.5 1.4.2
sagemaker-headless-execution-driver 0.0.13 0.0.13
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.5
sagemaker-jupyterlab-extension 0.3.3 0.3.3
sagemaker-kernel-wrapper 0.0.4 0.0.4
${\color{red}sagemaker-python-sdk}$ 2.228.0 2.237.3
sagemaker-studio-analytics-extension 0.1.3 0.1.3
sasl 0.3.1 0.3.1
supervisor 4.2.5 4.2.5
${\color{red}tensorflow}$ 2.15.0 2.17.0

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GPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
1.12.0-gpu:5.90 GB 1.11.0-gpu:5.94 GB -0.04 GB Smaller 0.69% Smaller

CPU Total Image Size Report

Target Image Size Base Image Size Size Difference Size Change (%)
1.12.0-cpu:2.14 GB 1.11.0-cpu:2.20 GB -0.06 GB Smaller 2.68% Smaller

Python Package Size Report (GPU)

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
3.46GB 3.47GB -9.72MB -0.27

Top-20 Largest Python Packages

Package Version in the Target Image Size
cudatoolkit 11.8.0 682.45MB
tensorflow-base 2.14.0 513.71MB
cudnn 8.9.7.29 443.90MB
pytorch 2.0.0 403.50MB
mkl 2022.2.1 201.46MB
libmagma 2.7.1 201.22MB
nccl 2.24.3.1 126.58MB
libxgboost 1.7.6 99.28MB
catboost 1.2.7 45.27MB
qt6-main 6.7.2 44.84MB
libgoogle-cloud 2.12.0 43.43MB
pillow 10.4.0 40.77MB
sagemaker-code-editor 1.1.5 39.10MB
libllvm19 19.1.2 38.28MB
libllvm18 18.1.8 36.46MB
libllvm14 14.0.6 30.03MB
libarrow 12.0.1 26.43MB
python 3.10.16 24.03MB
pandoc 3.6.2 20.36MB
libclang-cpp18.1 18.1.8 18.29MB

Python Package Size Delta

The total size of newly introduced Python packages is 45.41MB, accounts for 1.28% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libllvm19 19.1.2 - 38.28MB -
notebook 7.3.2 7.1.3 4.86MB 128.39
nccl 2.24.3.1 2.22.3.1 1.64MB 1.31
libfaiss 1.9.0 - 1.57MB -
faiss 1.9.0 - 1.38MB -
uvloop 0.20.0 - 901.00KB -
libclang13 19.1.2 18.1.8 783.75KB 7.28
libgcrypt-lib 1.11.0 - 572.45KB -
watchfiles 1.0.4 - 395.57KB -
matplotlib-base 3.10.0 3.9.2 377.12KB 5.51
liblzma-devel 5.6.3 - 367.96KB -
rpds-py 0.22.3 - 343.69KB -
pandoc 3.6.2 3.4 333.47KB 1.63
debugpy 1.8.12 1.8.5 224.26KB 11.89
transformers 4.48.1 4.40.2 188.94KB 6.02
websockets 14.2 - 186.70KB -
dash 2.18.2 2.18.1 177.59KB 3.45
dnspython 2.7.0 - 168.14KB -
libtiff 4.7.0 4.6.0 142.52KB 51.71
libgl 1.7.0 - 131.55KB -
libglvnd 1.7.0 - 129.36KB -
h5py 3.12.1 3.11.0 121.42KB 10.56
liblzma 5.6.3 - 108.53KB -
libgcrypt-devel 1.11.0 - 103.61KB -
httptools 0.6.4 - 96.72KB -
xz-tools 5.6.3 - 88.24KB -
networkx 3.4.2 3.3 77.48KB 6.69
narwhals 1.23.0 1.8.1 74.18KB 76.95
libglx 1.7.0 - 73.73KB -
srsly 2.5.1 2.4.8 64.41KB 11.57
fonttools 4.55.4 4.53.1 57.10KB 2.52
python-gssapi 1.9.0 1.8.3 53.35KB 10.3
propcache 0.2.1 - 51.26KB -
libopengl 1.7.0 - 49.57KB -
typer-slim-standard 0.15.1 - 48.37KB -
cpython 3.10.16 - 47.74KB -
openssl 3.4.0 3.3.2 44.31KB 1.57
libegl 1.7.0 - 43.79KB -
email-validator 2.2.0 - 43.36KB -
requests-toolbelt 1.0.0 - 43.25KB -
typer-slim 0.15.1 - 42.57KB -
pytorch-lightning 2.3.3 2.0.9 41.88KB 10.74
referencing 0.36.1 - 41.30KB -
hdf5 1.14.4 1.14.3 38.01KB 1.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.9 37.88KB 87.39
xz-gpl-tools 5.6.3 - 32.57KB -
libgcrypt-tools 1.11.0 - 32.48KB -
libssh2 1.11.1 1.11.0 32.37KB 12.22
unicodedata2 16.0.0 15.1.0 30.20KB 8.27
altair 5.5.0 5.4.1 29.02KB 6.41
spacy 3.8.2 3.7.5 28.94KB 0.55
python-multipart 0.0.20 - 27.26KB -
python-dotenv 1.0.1 - 23.65KB -
c-ares 1.34.4 1.33.1 22.74KB 12.74
safetensors 0.5.2 0.4.5 22.34KB 5.76
huggingface_hub 0.27.1 0.24.7 18.27KB 7.2
faiss-cpu 1.9.0 - 17.79KB -
rich-toolkit 0.11.3 - 16.95KB -
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
jsonschema-specifications 2024.10.1 - 15.79KB -
libnghttp2 1.64.0 1.58.0 15.30KB 2.48
fastapi-cli 0.0.7 - 15.18KB -
langsmith 0.1.147 0.1.121 14.56KB 5.87
sqlalchemy 2.0.37 2.0.34 14.40KB 0.52
thinc 8.3.2 8.2.5 12.35KB 1.44
jupyter-ai 2.28.5 2.23.0 11.95KB 1.64
libsqlite 3.48.0 3.46.1 11.10KB 1.31
fastcore 1.7.20 1.7.8 11.10KB 15.7
langchain 0.2.17 0.2.5 10.96KB 2.69
jupyter_server 2.15.0 2.10.0 10.88KB 3.52
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
bleach 6.2.0 6.1.0 9.95KB 7.76
packaging 24.2 24.1 9.64KB 19.63
dataclasses 0.8 - 9.64KB -
language-data 1.3.0 1.2.0 9.24KB 0.22
pygments 2.19.1 2.18.0 9.09KB 1.06
requests-kerberos 0.15.0 0.14.0 8.72KB 53.0
redshift_connector 2.1.5 2.1.2 8.25KB 8.74
matplotlib 3.10.0 3.9.2 7.94KB 92.45
libhwloc 2.11.2 2.11.1 7.27KB 0.31
uvicorn-standard 0.34.0 - 7.03KB -
email_validator 2.2.0 - 6.40KB -
bcrypt 4.2.1 4.2.0 6.06KB 2.5
libmambapy 1.5.11 1.5.9 5.96KB 1.88
xorg-libx11 1.8.10 1.8.9 5.20KB 0.64
sleef 3.7 3.6.1 4.64KB 0.25
fmt 11.0.2 10.2.1 4.57KB 2.41
opt_einsum 3.4.0 3.3.0 4.37KB 7.71
alsa-lib 1.2.13 1.2.12 4.27KB 0.79
wheel 0.45.1 0.44.0 4.24KB 7.42
bleach-with-css 6.2.0 - 4.11KB -
jsonschema 4.23.0 4.17.3 3.68KB 5.35
json5 0.10.0 0.9.25 3.49KB 12.78
google-auth 2.37.0 2.34.0 3.39KB 3.09
sagemaker-jupyterlab-extension-common 0.1.32 0.1.21 3.29KB 1.51
tomli 2.2.1 2.0.1 3.15KB 20.24
langchain-community 0.2.19 0.2.15 3.08KB 0.28
httpcore 1.0.7 1.0.5 3.07KB 6.86
greenlet 3.1.1 3.1.0 2.97KB 1.44
deepmerge 2.0 1.1.1 2.95KB 23.3
pyparsing 3.2.1 3.1.4 2.88KB 3.28
yapf 0.43.0 0.40.1 2.86KB 1.66
tinycss2 1.4.0 1.3.0 2.81KB 11.34
mistune 3.1.0 3.0.2 2.72KB 4.21
libgfortran5 14.2.0 14.1.0 2.64KB 0.19
fastapi 0.115.6 0.110.3 2.58KB 3.75
contourpy 1.3.1 1.3.0 2.49KB 0.99
aioitertools 0.12.0 0.11.0 2.49KB 11.31
cloudpathlib 0.20.0 0.19.0 2.35KB 5.84
libgcc 14.2.0 14.1.0 2.31KB 0.28
jedi 0.19.2 0.19.1 2.28KB 0.28
jupyterlab-git 0.50.2 0.50.1 2.12KB 0.24
six 1.17.0 1.16.0 2.08KB 14.91
archspec 0.2.5 0.2.3 2.06KB 4.33
orjson 3.10.15 3.10.7 2.01KB 0.68
snowflake-connector-python 3.12.4 3.12.1 1.97KB 0.21
libgcc-ng 14.2.0 14.1.0 1.93KB 3.78
jupyter-ai-magics 2.28.5 2.23.0 1.88KB 5.65
libgfortran-ng 14.2.0 14.1.0 1.85KB 3.63
libstdcxx-ng 14.2.0 14.1.0 1.84KB 3.61
ipython 8.31.0 8.27.0 1.84KB 0.31
libgfortran 14.2.0 14.1.0 1.81KB 3.56
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.5 1.80KB 1.07
dill 0.3.9 0.3.8 1.76KB 2.05
pywavelets 1.8.0 1.7.0 1.74KB 0.05
conda-package-handling 2.4.0 2.3.0 1.72KB 0.69
pylint 3.3.3 3.2.7 1.63KB 0.47
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.3 1.56KB 0.53
amazon-q-developer-jupyterlab-ext 3.4.5 3.2.0 1.54KB 0.65
openjpeg 2.5.3 2.5.2 1.36KB 0.41
werkzeug 3.1.3 3.0.4 1.25KB 0.53
starlette 0.41.3 0.37.2 1.19KB 2.11
prompt-toolkit 3.0.50 3.0.47 1.17KB 0.44
conda-package-streaming 0.11.0 0.10.0 1.15KB 6.09
libdeflate 1.23 1.21 1.07KB 1.53
importlib_resources 6.5.2 6.4.5 1.03KB 3.23
jinja2 3.1.5 3.1.4 996.00B 0.89
lightning-utilities 0.11.9 0.11.7 974.00B 3.53
paramiko 3.5.0 3.4.1 925.00B 0.58
libstdcxx 14.2.0 14.1.0 914.00B 0.02
jupyter_events 0.11.0 0.6.3 899.00B 4.23
multiprocess 0.70.17 0.70.16 888.00B 0.37
gast 0.6.0 0.5.5 850.00B 3.54
charset-normalizer 3.4.1 3.3.2 841.00B 1.8
stack_data 0.6.3 0.6.2 783.00B 2.99
xorg-libxdmcp 1.1.5 1.1.3 775.00B 4.05
pyjwt 2.10.1 2.9.0 747.00B 3.07
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
conda-libmamba-solver 24.9.0 24.7.0 723.00B 1.77
truststore 0.10.0 0.9.2 713.00B 3.38
menuinst 2.2.0 2.1.2 675.00B 0.48
flask 3.1.0 3.0.3 651.00B 0.81
pyathena 3.12.2 3.9.0 625.00B 1.13
marshmallow 3.25.1 3.22.0 533.00B 0.58
jsonschema-with-format-nongpl 4.23.0 4.17.3 523.00B 7.91
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
aiosignal 1.3.2 1.3.1 499.00B 3.92
xkeyboard-config 2.43 2.42 477.00B 0.12
zipp 3.21.0 3.20.2 400.00B 1.87
libwebp 1.5.0 1.4.0 379.00B 0.41
gitpython 3.1.44 3.1.43 373.00B 0.24
s3transfer 0.10.4 0.10.2 356.00B 0.57
frozenlist 1.5.0 1.4.1 328.00B 0.55
libxcb 1.17.0 1.16 318.00B 0.08
types-python-dateutil 2.9.0.20241206 2.9.0.20240906 315.00B 1.45
xorg-libxau 1.0.12 1.0.11 312.00B 2.16
rich 13.9.4 13.8.1 288.00B 0.16
reproc-cpp 14.2.5.post0 14.2.4.post0 286.00B 1.13
click 8.1.8 8.1.7 268.00B 0.32
reproc 14.2.5.post0 14.2.4.post0 266.00B 0.78
gitdb 4.0.12 4.0.11 264.00B 0.5
expat 2.6.4 2.6.3 254.00B 0.18
jupyter-collaboration 1.2.0 1.1.0 246.00B 0.52
cachetools 5.5.1 5.5.0 221.00B 1.5
libntlm 1.8 1.4 217.00B 0.65
smart_open 7.1.0 7.0.4 212.00B 0.41
nbclient 0.10.2 0.10.0 194.00B 0.7
ppft 1.7.6.9 1.7.6.8 175.00B 0.51
xorg-libice 1.1.2 1.1.1 159.00B 0.27
filelock 3.17.0 3.16.0 142.00B 0.82
pyspnego 0.11.2 0.11.1 138.00B 0.07
whatthepatch 1.0.7 1.0.6 108.00B 0.64
python-flatbuffers 25.1.21 24.3.25 107.00B 0.31
python-fastjsonschema 2.21.1 2.20.0 94.00B 0.04
jupyter_client 8.6.3 8.6.2 94.00B 0.09
prometheus_client 0.21.1 0.20.0 89.00B 0.18
pox 0.3.5 0.3.4 88.00B 0.33
autovizwidget 0.22.0 0.21.0 77.00B 0.42
sqlparse 0.5.3 0.5.1 76.00B 0.19
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pathos 0.3.3 0.3.2 75.00B 0.14
webcolors 24.11.1 24.8.0 53.00B 0.29
cymem 2.0.11 2.0.8 18.00B 0.03
prompt_toolkit 3.0.50 3.0.47 -19.00B -0.28
tqdm 4.67.1 4.66.5 -21.00B -0.02
langchain-core 0.2.43 0.2.40 -29.00B -0.01
smart-open 7.1.0 7.0.4 -38.00B -0.53
termcolor 2.5.0 2.4.0 -56.00B -0.44
xorg-libxext 1.3.6 1.3.4 -83.00B -0.17
fastai 2.7.18 2.7.17 -121.00B -0.06
platformdirs 4.3.6 4.3.3 -130.00B -0.63
jupyter-scheduler 2.10.0 2.7.1 -140.00B -2.14
langcodes 3.4.1 3.4.0 -155.00B -0.1
tornado 6.4.2 6.4.1 -198.00B -0.03
nbconvert-pandoc 7.16.5 7.16.4 -208.00B -2.48
nbconvert 7.16.5 7.16.4 -209.00B -2.51
imageio 2.36.1 2.35.1 -212.00B -0.07
xorg-libsm 1.2.5 1.2.4 -235.00B -0.86
python-dateutil 2.9.0.post0 2.9.0 -237.00B -0.11
libexpat 2.6.4 2.6.3 -312.00B -0.42
nbconvert-core 7.16.5 7.16.4 -472.00B -0.25
cytoolz 1.0.1 0.12.3 -528.00B -0.14
marisa-trie 1.2.1 1.1.0 -574.00B -0.31
ruamel.yaml 0.18.10 0.18.6 -590.00B -0.29
pytz 2024.2 2023.3 -616.00B -0.33
patsy 1.0.1 0.5.6 -624.00B -0.33
asttokens 3.0.0 2.4.1 -716.00B -2.48
blinker 1.9.0 1.8.2 -773.00B -5.26
astroid 3.3.8 3.2.4 -900.00B -0.23
markupsafe 3.0.2 2.1.5 -943.00B -3.92
regex 2024.11.6 2024.9.11 -1.04KB -0.3
libpng 1.6.45 1.6.44 -1.21KB -0.42
tzdata 2025a 2024a -1.21KB -1.0
yarl 1.18.3 1.11.1 -1.40KB -1.01
python-tzdata 2024.2 2024.1 -1.75KB -1.24
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
libcurl 8.11.1 8.10.0 -1.95KB -0.47
httpx 0.28.1 0.27.2 -1.96KB -3.08
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
xorg-libxrender 0.9.12 0.9.11 -4.65KB -12.62
libgpg-error 1.51 1.50 -4.92KB -1.84
pyopenssl 24.3.0 24.2.1 -5.24KB -4.19
pixman 0.44.2 0.43.2 -5.62KB -1.49
fontconfig 2.15.0 2.14.2 -6.26KB -2.36
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
jupyterlab_server 2.27.3 2.24.0 -10.41KB -17.73
libmamba 1.5.11 1.5.9 -19.59KB -1.18
typer 0.15.1 0.9.4 -23.51KB -30.0
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
libpq 16.6 16.4 -34.76KB -1.42
ld_impl_linux-64 2.43 2.40 -37.49KB -5.43
sympy 1.13.3 1.13.2 -43.86KB -0.98
ripgrep 14.1.1 14.1.0 -45.01KB -2.74
statsmodels 0.14.4 0.14.3 -51.10KB -0.48
uvicorn 0.34.0 0.30.6 -52.36KB -52.43
libdrm 2.4.124 2.4.123 -59.16KB -19.98
lxml 5.3.0 4.9.4 -61.63KB -4.46
sagemaker-code-editor 1.1.5 1.1.0 -64.13KB -0.16
amazon_sagemaker_sql_editor 0.1.14 0.1.11 -82.50KB -0.47
datasets 2.2.1 2.19.2 -102.04KB -29.04
python 3.10.16 3.10.14 -310.66KB -1.25
jupyterlab 4.3.4 4.1.6 -370.47KB -4.97
xz 5.6.3 5.2.6 -385.64KB -94.39
cryptography 44.0.0 42.0.8 -397.00KB -20.9
tokenizers 0.21.0 0.19.1 -476.34KB -17.81
setuptools 75.8.0 73.0.1 -668.81KB -46.89
babel 2.16.0 2.14.0 -1.01MB -13.91
cython-blis 1.0.1 0.7.10 -1.83MB -24.6
jupyter_scheduler 2.10.0 2.7.1 -4.78MB -95.52
llvm-openmp 19.1.7 18.1.8 -52.72MB -94.54

Python Package Size Report (CPU)

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

Python Packages Total Size Summary

Target Version Total Size Base Version Total Size Size Change (abs) Size Change (%)
1.26GB 1.27GB -13.98MB -1.07

Top-20 Largest Python Packages

Package Version in the Target Image Size
mkl 2022.2.1 201.46MB
tensorflow-base 2.15.0 136.50MB
pytorch 2.0.0 66.99MB
catboost 1.2.7 45.27MB
qt6-main 6.7.2 44.84MB
libgoogle-cloud 2.12.0 41.48MB
pillow 10.4.0 40.77MB
sagemaker-code-editor 1.1.5 39.10MB
libllvm19 19.1.2 38.28MB
libllvm18 18.1.8 36.46MB
libllvm15 15.0.7 31.78MB
libllvm14 14.0.6 30.03MB
python 3.10.16 24.03MB
libarrow 15.0.0 21.99MB
pandoc 3.6.2 20.36MB
libclang-cpp18.1 18.1.8 18.29MB
amazon_sagemaker_sql_editor 0.1.14 17.18MB
nodejs 18.20.3 14.82MB
scipy 1.11.4 14.55MB
pandas 2.1.4 11.84MB

Python Package Size Delta

The total size of newly introduced Python packages is 46.10MB, accounts for 3.58% of the total package size.

Package Version in the Target Image Version in the Base Image Size Change (abs) Size Change (%)
libllvm19 19.1.2 - 38.28MB -
notebook 7.3.2 7.1.3 4.86MB 128.39
libfaiss 1.9.0 - 1.57MB -
faiss 1.9.0 - 1.38MB -
uvloop 0.20.0 - 901.00KB -
libclang13 19.1.2 18.1.8 783.75KB 7.28
libgcrypt-lib 1.11.0 - 572.45KB -
libsystemd0 256.9 - 400.80KB -
watchfiles 1.0.4 - 395.57KB -
matplotlib-base 3.10.0 3.9.2 377.12KB 5.51
liblzma-devel 5.6.3 - 367.96KB -
rpds-py 0.22.3 - 343.69KB -
pandoc 3.6.2 3.4 333.47KB 1.63
debugpy 1.8.12 1.8.5 224.26KB 11.89
transformers 4.48.1 4.40.2 188.94KB 6.02
websockets 14.2 - 186.70KB -
dash 2.18.2 2.18.1 177.59KB 3.45
dnspython 2.7.0 - 168.14KB -
libtiff 4.7.0 4.6.0 142.52KB 51.71
libudev1 257.2 - 140.32KB -
libgl 1.7.0 - 131.55KB -
libglvnd 1.7.0 - 129.36KB -
h5py 3.12.1 3.11.0 121.42KB 10.56
liblzma 5.6.3 - 108.53KB -
libgcrypt-devel 1.11.0 - 103.61KB -
libcap 2.71 - 99.87KB -
httptools 0.6.4 - 96.72KB -
xz-tools 5.6.3 - 88.24KB -
networkx 3.4.2 3.3 77.48KB 6.69
narwhals 1.23.0 1.8.1 74.18KB 76.95
libglx 1.7.0 - 73.73KB -
attr 2.5.1 - 69.38KB -
srsly 2.5.1 2.4.8 64.41KB 11.57
fonttools 4.55.4 4.53.1 57.10KB 2.52
python-gssapi 1.9.0 1.8.3 53.35KB 10.3
propcache 0.2.1 - 51.26KB -
libopengl 1.7.0 - 49.57KB -
typer-slim-standard 0.15.1 - 48.37KB -
cpython 3.10.16 - 47.74KB -
openssl 3.4.0 3.3.2 44.31KB 1.57
libegl 1.7.0 - 43.79KB -
email-validator 2.2.0 - 43.36KB -
requests-toolbelt 1.0.0 - 43.25KB -
typer-slim 0.15.1 - 42.57KB -
pytorch-lightning 2.3.3 2.0.9 41.88KB 10.74
referencing 0.36.1 - 41.30KB -
hdf5 1.14.4 1.14.3 38.01KB 1.0
amazon-sagemaker-jupyter-ai-q-developer 1.0.14 1.0.9 37.88KB 87.39
xz-gpl-tools 5.6.3 - 32.57KB -
libgcrypt-tools 1.11.0 - 32.48KB -
libssh2 1.11.1 1.11.0 32.37KB 12.22
unicodedata2 16.0.0 15.1.0 30.20KB 8.27
altair 5.5.0 5.4.1 29.02KB 6.41
spacy 3.8.2 3.7.5 28.94KB 0.55
python-multipart 0.0.20 - 27.26KB -
python-dotenv 1.0.1 - 23.65KB -
c-ares 1.34.4 1.33.1 22.74KB 12.74
safetensors 0.5.2 0.4.5 22.34KB 5.76
huggingface_hub 0.27.1 0.24.7 18.27KB 7.2
faiss-cpu 1.9.0 - 17.79KB -
rich-toolkit 0.11.3 - 16.95KB -
fsspec 2024.10.0 2023.6.0 16.03KB 13.88
jsonschema-specifications 2024.10.1 - 15.79KB -
libnghttp2 1.64.0 1.58.0 15.30KB 2.48
fastapi-cli 0.0.7 - 15.18KB -
langsmith 0.1.147 0.1.121 14.56KB 5.87
sqlalchemy 2.0.37 2.0.34 14.40KB 0.52
thinc 8.3.2 8.2.5 12.35KB 1.44
jupyter-ai 2.28.5 2.23.0 11.95KB 1.64
libsqlite 3.48.0 3.46.1 11.10KB 1.31
fastcore 1.7.20 1.7.8 11.10KB 15.7
langchain 0.2.17 0.2.5 10.96KB 2.69
jupyter_server 2.15.0 2.10.0 10.88KB 3.52
libedit 3.1.20240808 3.1.20191231 10.53KB 8.7
bleach 6.2.0 6.1.0 9.95KB 7.76
packaging 24.2 24.1 9.64KB 19.63
dataclasses 0.8 - 9.64KB -
language-data 1.3.0 1.2.0 9.24KB 0.22
pygments 2.19.1 2.18.0 9.09KB 1.06
requests-kerberos 0.15.0 0.14.0 8.72KB 53.0
redshift_connector 2.1.5 2.1.2 8.25KB 8.74
matplotlib 3.10.0 3.9.2 7.94KB 92.45
libhwloc 2.11.2 2.11.1 7.27KB 0.31
uvicorn-standard 0.34.0 - 7.03KB -
libnl 3.11.0 3.10.0 6.86KB 0.96
email_validator 2.2.0 - 6.40KB -
bcrypt 4.2.1 4.2.0 6.06KB 2.5
libmambapy 1.5.11 1.5.9 5.96KB 1.88
xorg-libx11 1.8.10 1.8.9 5.20KB 0.64
sleef 3.7 3.6.1 4.64KB 0.25
fmt 11.0.2 10.2.1 4.57KB 2.41
opt_einsum 3.4.0 3.3.0 4.37KB 7.71
alsa-lib 1.2.13 1.2.12 4.27KB 0.79
wheel 0.45.1 0.44.0 4.24KB 7.42
bleach-with-css 6.2.0 - 4.11KB -
jsonschema 4.23.0 4.17.3 3.68KB 5.35
json5 0.10.0 0.9.25 3.49KB 12.78
google-auth 2.37.0 2.34.0 3.39KB 3.09
sagemaker-jupyterlab-extension-common 0.1.32 0.1.21 3.29KB 1.51
tomli 2.2.1 2.0.1 3.15KB 20.24
langchain-community 0.2.19 0.2.15 3.08KB 0.28
httpcore 1.0.7 1.0.5 3.07KB 6.86
greenlet 3.1.1 3.1.0 2.97KB 1.44
deepmerge 2.0 1.1.1 2.95KB 23.3
pyparsing 3.2.1 3.1.4 2.88KB 3.28
yapf 0.43.0 0.40.1 2.86KB 1.66
tinycss2 1.4.0 1.3.0 2.81KB 11.34
mistune 3.1.0 3.0.2 2.72KB 4.21
libgfortran5 14.2.0 14.1.0 2.64KB 0.19
fastapi 0.115.6 0.110.3 2.58KB 3.75
contourpy 1.3.1 1.3.0 2.49KB 0.99
aioitertools 0.12.0 0.11.0 2.49KB 11.31
cloudpathlib 0.20.0 0.19.0 2.35KB 5.84
libgcc 14.2.0 14.1.0 2.31KB 0.28
jedi 0.19.2 0.19.1 2.28KB 0.28
jupyterlab-git 0.50.2 0.50.1 2.12KB 0.24
six 1.17.0 1.16.0 2.08KB 14.91
archspec 0.2.5 0.2.3 2.06KB 4.33
orjson 3.10.15 3.10.7 2.01KB 0.68
snowflake-connector-python 3.12.4 3.12.1 1.97KB 0.21
libgcc-ng 14.2.0 14.1.0 1.93KB 3.78
jupyter-ai-magics 2.28.5 2.23.0 1.88KB 5.65
libgfortran-ng 14.2.0 14.1.0 1.85KB 3.63
libstdcxx-ng 14.2.0 14.1.0 1.84KB 3.61
ipython 8.31.0 8.27.0 1.84KB 0.31
libgfortran 14.2.0 14.1.0 1.81KB 3.56
amazon-sagemaker-jupyter-scheduler 3.1.8 3.1.5 1.80KB 1.07
dill 0.3.9 0.3.8 1.76KB 2.05
pywavelets 1.8.0 1.7.0 1.74KB 0.05
conda-package-handling 2.4.0 2.3.0 1.72KB 0.69
pylint 3.3.3 3.2.7 1.63KB 0.47
sagemaker-jupyterlab-emr-extension 0.3.5 0.3.3 1.56KB 0.53
amazon-q-developer-jupyterlab-ext 3.4.5 3.2.0 1.54KB 0.65
openjpeg 2.5.3 2.5.2 1.36KB 0.41
werkzeug 3.1.3 3.0.4 1.25KB 0.53
starlette 0.41.3 0.37.2 1.19KB 2.11
prompt-toolkit 3.0.50 3.0.47 1.17KB 0.44
conda-package-streaming 0.11.0 0.10.0 1.15KB 6.09
libdeflate 1.23 1.21 1.07KB 1.53
importlib_resources 6.5.2 6.4.5 1.03KB 3.23
jinja2 3.1.5 3.1.4 996.00B 0.89
lightning-utilities 0.11.9 0.11.7 974.00B 3.53
paramiko 3.5.0 3.4.1 925.00B 0.58
libstdcxx 14.2.0 14.1.0 914.00B 0.02
jupyter_events 0.11.0 0.6.3 899.00B 4.23
multiprocess 0.70.17 0.70.16 888.00B 0.37
gast 0.6.0 0.5.5 850.00B 3.54
charset-normalizer 3.4.1 3.3.2 841.00B 1.8
stack_data 0.6.3 0.6.2 783.00B 2.99
xorg-libxdmcp 1.1.5 1.1.3 775.00B 4.05
pyjwt 2.10.1 2.9.0 747.00B 3.07
sagemaker-python-sdk 2.228.0 2.227.0 742.00B 0.1
conda-libmamba-solver 24.9.0 24.7.0 723.00B 1.77
truststore 0.10.0 0.9.2 713.00B 3.38
menuinst 2.2.0 2.1.2 675.00B 0.48
flask 3.1.0 3.0.3 651.00B 0.81
pyathena 3.12.2 3.9.0 625.00B 1.13
marshmallow 3.25.1 3.22.0 533.00B 0.58
jsonschema-with-format-nongpl 4.23.0 4.17.3 523.00B 7.91
sagemaker-studio-analytics-extension 0.1.3 0.1.2 516.00B 1.21
aiosignal 1.3.2 1.3.1 499.00B 3.92
xkeyboard-config 2.43 2.42 477.00B 0.12
zipp 3.21.0 3.20.2 400.00B 1.87
libwebp 1.5.0 1.4.0 379.00B 0.41
gitpython 3.1.44 3.1.43 373.00B 0.24
s3transfer 0.10.4 0.10.2 356.00B 0.57
frozenlist 1.5.0 1.4.1 328.00B 0.55
libxcb 1.17.0 1.16 318.00B 0.08
types-python-dateutil 2.9.0.20241206 2.9.0.20240906 315.00B 1.45
xorg-libxau 1.0.12 1.0.11 312.00B 2.16
rich 13.9.4 13.8.1 288.00B 0.16
reproc-cpp 14.2.5.post0 14.2.4.post0 286.00B 1.13
click 8.1.8 8.1.7 268.00B 0.32
reproc 14.2.5.post0 14.2.4.post0 266.00B 0.78
gitdb 4.0.12 4.0.11 264.00B 0.5
expat 2.6.4 2.6.3 254.00B 0.18
jupyter-collaboration 1.2.0 1.1.0 246.00B 0.52
cachetools 5.5.1 5.5.0 221.00B 1.5
libntlm 1.8 1.4 217.00B 0.65
smart_open 7.1.0 7.0.4 212.00B 0.41
nbclient 0.10.2 0.10.0 194.00B 0.7
ppft 1.7.6.9 1.7.6.8 175.00B 0.51
xorg-libice 1.1.2 1.1.1 159.00B 0.27
filelock 3.17.0 3.16.0 142.00B 0.82
pyspnego 0.11.2 0.11.1 138.00B 0.07
whatthepatch 1.0.7 1.0.6 108.00B 0.64
python-flatbuffers 25.1.21 24.3.25 107.00B 0.31
python-fastjsonschema 2.21.1 2.20.0 94.00B 0.04
jupyter_client 8.6.3 8.6.2 94.00B 0.09
prometheus_client 0.21.1 0.20.0 89.00B 0.18
pox 0.3.5 0.3.4 88.00B 0.33
autovizwidget 0.22.0 0.21.0 77.00B 0.42
sqlparse 0.5.3 0.5.1 76.00B 0.19
hdijupyterutils 0.22.0 0.21.0 76.00B 0.53
pathos 0.3.3 0.3.2 75.00B 0.14
webcolors 24.11.1 24.8.0 53.00B 0.29
cymem 2.0.11 2.0.8 18.00B 0.03
prompt_toolkit 3.0.50 3.0.47 -19.00B -0.28
tqdm 4.67.1 4.66.5 -21.00B -0.02
langchain-core 0.2.43 0.2.40 -29.00B -0.01
smart-open 7.1.0 7.0.4 -38.00B -0.53
termcolor 2.5.0 2.4.0 -56.00B -0.44
xorg-libxext 1.3.6 1.3.4 -83.00B -0.17
fastai 2.7.18 2.7.17 -121.00B -0.06
platformdirs 4.3.6 4.3.3 -130.00B -0.63
jupyter-scheduler 2.10.0 2.7.1 -140.00B -2.14
langcodes 3.4.1 3.4.0 -155.00B -0.1
tornado 6.4.2 6.4.1 -198.00B -0.03
nbconvert-pandoc 7.16.5 7.16.4 -208.00B -2.48
nbconvert 7.16.5 7.16.4 -209.00B -2.51
imageio 2.36.1 2.35.1 -212.00B -0.07
xorg-libsm 1.2.5 1.2.4 -235.00B -0.86
python-dateutil 2.9.0.post0 2.9.0 -237.00B -0.11
libexpat 2.6.4 2.6.3 -312.00B -0.42
nbconvert-core 7.16.5 7.16.4 -472.00B -0.25
cytoolz 1.0.1 0.12.3 -528.00B -0.14
marisa-trie 1.2.1 1.1.0 -574.00B -0.31
ruamel.yaml 0.18.10 0.18.6 -590.00B -0.29
pytz 2024.2 2023.3 -616.00B -0.33
patsy 1.0.1 0.5.6 -624.00B -0.33
asttokens 3.0.0 2.4.1 -716.00B -2.48
blinker 1.9.0 1.8.2 -773.00B -5.26
astroid 3.3.8 3.2.4 -900.00B -0.23
markupsafe 3.0.2 2.1.5 -943.00B -3.92
regex 2024.11.6 2024.9.11 -1.04KB -0.3
libpng 1.6.45 1.6.44 -1.21KB -0.42
tzdata 2025a 2024a -1.21KB -1.0
yarl 1.18.3 1.11.1 -1.40KB -1.01
python-tzdata 2024.2 2024.1 -1.75KB -1.24
ca-certificates 2024.12.14 2024.8.30 -1.87KB -1.2
libcurl 8.11.1 8.10.0 -1.95KB -0.47
httpx 0.28.1 0.27.2 -1.96KB -3.08
certifi 2024.12.14 2024.8.30 -2.06KB -1.29
xorg-libxrender 0.9.12 0.9.11 -4.65KB -12.62
libgpg-error 1.51 1.50 -4.92KB -1.84
pyopenssl 24.3.0 24.2.1 -5.24KB -4.19
pixman 0.44.2 0.43.2 -5.62KB -1.49
fontconfig 2.15.0 2.14.2 -6.26KB -2.36
libwebp-base 1.5.0 1.4.0 -8.77KB -2.05
sagemaker-jupyterlab-extension 0.3.3 0.3.2 -9.14KB -0.87
jupyterlab_server 2.27.3 2.24.0 -10.41KB -17.73
libmamba 1.5.11 1.5.9 -19.59KB -1.18
typer 0.15.1 0.9.4 -23.51KB -30.0
aws-glue-sessions 1.0.8 1.0.7 -33.24KB -49.43
libpq 16.6 16.4 -34.76KB -1.42
ld_impl_linux-64 2.43 2.40 -37.49KB -5.43
sympy 1.13.3 1.13.2 -43.86KB -0.98
ripgrep 14.1.1 14.1.0 -45.01KB -2.74
statsmodels 0.14.4 0.14.3 -51.10KB -0.48
uvicorn 0.34.0 0.30.6 -52.36KB -52.43
libdrm 2.4.124 2.4.123 -59.16KB -19.98
lxml 5.3.0 4.9.4 -61.63KB -4.46
sagemaker-code-editor 1.1.5 1.1.0 -64.13KB -0.16
amazon_sagemaker_sql_editor 0.1.14 0.1.11 -82.50KB -0.47
datasets 2.2.1 2.21.0 -104.99KB -29.63
python 3.10.16 3.10.14 -310.66KB -1.25
jupyterlab 4.3.4 4.1.6 -370.47KB -4.97
xz 5.6.3 5.2.6 -385.64KB -94.39
cryptography 44.0.0 42.0.8 -397.00KB -20.9
tokenizers 0.21.0 0.19.1 -476.34KB -17.81
setuptools 75.8.0 73.0.1 -668.81KB -46.89
babel 2.16.0 2.14.0 -1.01MB -13.91
cython-blis 1.0.1 0.7.10 -1.83MB -24.6
rdma-core 55.0 53.0 -3.37MB -74.28
jupyter_scheduler 2.10.0 2.7.1 -4.78MB -95.52
llvm-openmp 19.1.7 18.1.8 -52.72MB -94.54

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Python Package Dependency Report

Target Image Version: 1.12.0 | Base Image Version: 1.11.0

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 sagemaker-distribution-bot deleted the release-1.12.0 branch January 22, 2025 10:43
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AWS CodeBuild CI Report

  • CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
  • Commit ID: c3384dd
  • Result: FAILED
  • Build Logs (available for 30 days)

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