release: v2.0.1 #519

github-actions · 2024-11-13T17:13:57Z

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 · 2024-11-13T21:26:32Z

Staleness Report: 2.0.1(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
pytorch	2.3.1	2.3.1
altair	5.4.1	5.4.1
boto3	1.34.162	1.34.162
ipython	8.26.0	8.26.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.1.8	4.1.8
amazon-q-developer-jupyterlab-ext	3.2.0	3.2.0
langchain	0.2.17	0.2.17
jupyter-ai	2.20.0	2.20.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.7.1	2.7.1
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
jupyterlab-lsp	5.0.3	5.0.3
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.12.0	1.12.0
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.4.2	1.4.2
sentencepiece	0.1.99	0.1.99
pip	24.2	24.2
torchvision	0.18.1	0.18.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.1.3	7.1.3
aws-glue-sessions	1.0.7	1.0.7
conda	24.7.1	24.7.1
fastapi	0.110.3	0.110.3
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.3.0	4.3.0
jupyterlab-git	0.50.2	0.50.2
keras	3.5.0	3.5.0
langchain-aws	0.1.18	0.1.18
mlflow	2.15.1	2.15.1
py-xgboost-gpu	2.0.3	2.0.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
python-lsp-server	1.11.0	1.11.0
sagemaker-code-editor	1.3.5	1.3.5
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
uvicorn	0.30.6	0.30.6

Staleness Report: 2.0.1(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
pytorch	2.3.1	2.3.1
altair	5.4.1	5.4.1
boto3	1.34.162	1.34.162
ipython	8.26.0	8.26.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.1.8	4.1.8
amazon-q-developer-jupyterlab-ext	3.2.0	3.2.0
langchain	0.2.17	0.2.17
jupyter-ai	2.20.0	2.20.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.7.1	2.7.1
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
jupyterlab-lsp	5.0.3	5.0.3
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.12.0	1.12.0
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.4.2	1.4.2
sentencepiece	0.1.99	0.1.99
pip	24.2	24.2
torchvision	0.18.1	0.18.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.1.3	7.1.3
aws-glue-sessions	1.0.7	1.0.7
conda	24.7.1	24.7.1
fastapi	0.110.3	0.110.3
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.3.0	4.3.0
jupyterlab-git	0.50.2	0.50.2
keras	3.5.0	3.5.0
langchain-aws	0.1.18	0.1.18
mlflow	2.15.1	2.15.1
py-xgboost-cpu	2.0.3	2.0.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
python-lsp-server	1.11.0	1.11.0
sagemaker-code-editor	1.3.5	1.3.5
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
uvicorn	0.30.6	0.30.6

sagemaker-distribution-bot · 2024-11-13T21:56:43Z

Python Package Size Report (GPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.70GB	3.77GB	-67.33MB	-1.74

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	368.07MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
libxgboost	2.0.3	163.46MB
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
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	45.27MB
sagemaker-code-editor	1.3.5	41.31MB
pillow	10.4.0	40.35MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
libllvm16	16.0.6	33.72MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.06MB, accounts for 0.24% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
gcc_impl_linux-64	13.3.0	12.4.0	5.28MB	8.94
libstdcxx	14.2.0	-	3.71MB	-
libstdcxx-devel_linux-64	13.3.0	12.4.0	2.35MB	21.21
nccl	2.23.4.1	2.22.3.1	1.84MB	1.71
pydantic-core	2.23.4	-	1.54MB	-
snowflake-connector-python	3.12.2	-	1.11MB	-
sleef	3.7	3.6.1	899.55KB	92.28
libgcc	14.2.0	-	828.85KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
xorg-xorgproto	2024.1	-	552.17KB	-
scikit-image	0.24.0	0.20.0	484.50KB	4.61
libsystemd0	256.7	-	401.89KB	-
svt-av1	2.3.0	2.1.2	390.63KB	17.05
unicodedata2	15.1.0	-	359.78KB	-
sagemaker-code-editor	1.3.5	1.3.1	250.00KB	0.59
catboost	1.2.7	1.2.5	213.92KB	0.46
debugpy	1.8.8	1.8.5	207.67KB	9.17
libsanitizer	13.3.0	12.4.0	186.60KB	4.85
gxx_impl_linux-64	13.3.0	12.4.0	184.65KB	1.44
langsmith	0.1.142	0.1.99	148.41KB	134.82
libtiff	4.7.0	4.6.0	142.50KB	51.7
libudev1	256.7	-	138.55KB	-
h5py	3.12.1	3.11.0	132.49KB	10.8
gnutls	3.8.8	3.8.7	121.63KB	6.64
pandoc	3.5	3.3	107.73KB	0.53
pycrdt	0.10.6	0.9.8	101.36KB	15.58
libcap	2.69	-	98.22KB	-
networkx	3.4.2	3.3	77.48KB	6.69
botocore	1.34.162	1.34.131	69.48KB	1.01
attr	2.5.1	-	69.38KB	-
nodejs	20.17.0	20.12.2	56.90KB	0.34
librsvg	2.58.4	2.58.3	55.96KB	0.9
libgfortran	14.2.0	-	52.73KB	-
propcache	0.2.0	-	52.46KB	-
nbdime	4.0.2	4.0.1	52.22KB	1.21
openssl	3.4.0	3.3.1	51.03KB	1.8
optree	0.13.1	0.12.1	48.02KB	15.52
py-spy	0.4.0	0.3.14	44.78KB	2.79
cpython	3.11.10	-	44.67KB	-
libgcc-devel_linux-64	13.3.0	12.4.0	43.66KB	1.75
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
imagecodecs	2024.9.22	2024.6.1	39.25KB	1.96
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.9	37.88KB	87.39
narwhals	1.13.5	1.4.2	33.69KB	39.4
aws-c-mqtt	0.10.7	0.10.4	31.32KB	19.57
textual	0.85.2	0.76.0	31.32KB	8.18
yarl	1.16.0	1.9.4	27.41KB	22.93
aws-sdk-cpp	1.11.407	1.11.379	24.33KB	0.86
nss	3.106	3.103	24.00KB	1.24
pyjwt	2.9.0	-	23.78KB	-
linkify-it-py	2.0.3	-	23.47KB	-
c-ares	1.34.3	1.33.0	23.15KB	13.03
aws-checksums	0.1.20	0.1.18	22.48KB	46.19
memray	1.14.0	1.13.4	22.05KB	3.18
libmambapy	1.5.10	1.5.8	19.36KB	6.37
contourpy	1.3.1	1.2.1	18.83KB	7.44
annotated-types	0.7.0	-	17.81KB	-
sqlalchemy	2.0.36	2.0.32	15.42KB	0.44
libsentencepiece	0.1.99	0.2.0	15.34KB	1.91
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
libgoogle-cloud	2.29.0	2.28.0	14.45KB	1.21
databricks-sdk	0.34.0	0.30.0	14.36KB	4.31
huggingface_hub	0.26.2	0.24.5	14.17KB	5.59
libmamba	1.5.10	1.5.8	13.91KB	0.85
sentencepiece	0.1.99	0.2.0	13.76KB	83.54
pandas	2.2.3	2.2.2	12.44KB	0.08
libgoogle-cloud-storage	2.29.0	2.28.0	12.07KB	1.61
langchain-community	0.2.19	0.2.12	11.68KB	1.06
langchain	0.2.17	0.2.5	10.96KB	2.69
uc-micro-py	1.0.3	-	10.90KB	-
packaging	24.2	24.1	9.82KB	19.99
libsqlite	3.47.0	3.46.0	9.77KB	1.16
dataclasses	0.8	-	9.64KB	-
libglib	2.82.2	2.80.3	8.79KB	0.23
requests-kerberos	0.15.0	0.14.0	8.75KB	53.15
libcurl	8.10.1	8.9.1	8.64KB	2.13
xorg-libx11	1.8.10	1.8.9	5.97KB	0.73
opentelemetry-semantic-conventions	0.48b0	0.47b0	5.62KB	8.14
binutils_linux-64	2.43	2.40	5.54KB	19.4
anyio	4.6.2.post1	4.4.0	5.48KB	5.38
libgfortran5	14.2.0	14.1.0	4.96KB	0.35
fmt	11.0.2	10.2.1	4.57KB	2.41
opt_einsum	3.4.0	3.3.0	4.38KB	7.73
certifi	2024.8.30	2024.7.4	4.34KB	2.79
langchain-aws	0.1.18	0.1.16	4.34KB	7.21
greenlet	3.1.1	3.0.3	4.21KB	1.83
libgfortran-ng	14.2.0	14.1.0	4.11KB	8.44
wheel	0.45.0	0.44.0	4.07KB	7.12
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
aws-crt-cpp	0.28.3	0.27.5	4.00KB	1.18
libgomp	14.2.0	14.1.0	3.97KB	0.89
regex	2024.11.6	2024.7.24	3.73KB	0.94
langchain-core	0.2.43	0.2.33	3.69KB	1.48
google-auth	2.36.0	2.33.0	3.53KB	3.23
google-api-core	2.22.0	2.19.1	3.52KB	4.22
sentencepiece-spm	0.1.99	0.2.0	3.31KB	4.01
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
multiprocess	0.70.17	0.70.16	3.10KB	0.91
pyparsing	3.2.0	3.1.2	2.92KB	3.34
tinycss2	1.4.0	1.3.0	2.81KB	11.34
tomli	2.1.0	2.0.1	2.74KB	17.57
tifffile	2024.9.20	2024.8.10	2.71KB	1.56
tzdata	2024b	2024a	2.48KB	2.12
aioitertools	0.12.0	0.11.0	2.42KB	10.99
libpng	1.6.44	1.6.43	2.38KB	0.85
binutils	2.43	2.40	2.13KB	6.88
gxx	13.3.0	12.4.0	2.06KB	4.11
gcc	13.3.0	12.4.0	2.02KB	4.0
dill	0.3.9	0.3.8	1.92KB	2.23
aws-c-s3	0.6.7	0.6.4	1.88KB	1.72
jedi	0.19.2	0.19.1	1.57KB	0.19
conda-package-handling	2.4.0	2.3.0	1.49KB	0.6
sagemaker-jupyterlab-extension-common	0.1.29	0.1.21	1.48KB	0.68
jsonschema	4.23.0	4.21.1	1.47KB	2.07
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.3	1.45KB	0.87
bleach	6.2.0	6.1.0	1.40KB	1.09
pylint	3.3.1	3.2.6	1.29KB	0.38
distlib	0.3.9	0.3.8	1.27KB	0.47
googleapis-common-protos	1.66.0	1.63.2	1.23KB	1.09
msgpack-python	1.1.0	1.0.8	1.20KB	1.19
multidict	6.1.0	6.0.5	1.18KB	1.95
conda-package-streaming	0.11.0	0.10.0	1.15KB	6.09
rich	13.9.4	13.7.1	1.11KB	0.62
truststore	0.10.0	0.8.0	1.11KB	5.48
libdeflate	1.22	1.21	1.05KB	1.52
cffi	1.17.1	1.17.0	1.05KB	0.36
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
ray-tune	2.37.0	2.31.0	984.00B	2.06
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
libxcb	1.17.0	1.16	956.00B	0.24
proto-plus	1.25.0	1.23.0	922.00B	2.22
opentelemetry-api	1.27.0	1.26.0	896.00B	2.09
zipp	3.21.0	3.20.0	845.00B	4.05
opentelemetry-sdk	1.27.0	1.26.0	802.00B	1.1
xorg-libxdmcp	1.1.5	1.1.3	775.00B	4.05
conda-libmamba-solver	24.9.0	24.7.0	723.00B	1.77
charset-normalizer	3.4.0	3.3.2	717.00B	1.54
paramiko	3.5.0	3.4.1	696.00B	0.44
importlib_resources	6.4.5	6.4.3	680.00B	2.12
executing	2.1.0	2.0.1	648.00B	2.34
alembic	1.14.0	1.13.2	624.00B	0.39
json5	0.9.28	0.9.25	530.00B	1.89
zlib-ng	2.2.2	2.2.1	485.00B	0.46
jupyter-collaboration	2.1.5	2.1.2	475.00B	0.97
aws-c-common	0.9.29	0.9.27	472.00B	0.2
gxx_linux-64	13.3.0	12.4.0	457.00B	1.53
gcc_linux-64	13.3.0	12.4.0	448.00B	1.42
httpx	0.27.2	0.27.0	434.00B	0.67
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
aws-c-http	0.8.10	0.8.7	376.00B	0.19
frozenlist	1.5.0	1.4.1	319.00B	0.53
aws-c-event-stream	0.4.3	0.4.2	307.00B	0.57
werkzeug	3.1.3	3.0.3	239.00B	0.1
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
marshmallow	3.23.1	3.21.3	201.00B	0.22
langchain-text-splitters	0.2.4	0.2.2	183.00B	0.69
amazon-sagemaker-sql-execution	0.1.6	0.1.3	165.00B	0.5
aiobotocore	2.13.3	2.13.2	129.00B	0.19
prometheus_client	0.21.0	0.20.0	111.00B	0.23
jupyter	1.1.1	1.0.0	108.00B	1.25
aws-c-io	0.14.19	0.14.18	68.00B	0.04
smart_open	7.0.5	7.0.4	65.00B	0.13
frozendict	2.4.6	2.4.4	47.00B	0.15
lightning-utilities	0.11.8	0.11.6	23.00B	0.08
aws-c-auth	0.7.31	0.7.25	15.00B	0.01
jupyter_ydoc	2.1.3	2.1.1	6.00B	0.02
types-python-dateutil	2.9.0.20241003	2.9.0.20240316	-4.00B	-0.02
pycrdt-websocket	0.15.1	0.14.1	-7.00B	-0.03
aws-c-compression	0.2.19	0.2.18	-34.00B	-0.18
xorg-libxext	1.3.6	1.3.4	-83.00B	-0.17
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
pyzmq	26.2.0	26.1.0	-90.00B	-0.02
ppft	1.7.6.9	1.7.6.8	-94.00B	-0.28
httpcore	1.0.6	1.0.5	-105.00B	-0.23
prompt_toolkit	3.0.48	3.0.47	-120.00B	-1.77
aws-c-cal	0.7.4	0.7.3	-136.00B	-0.29
s3transfer	0.10.3	0.10.2	-173.00B	-0.27
pox	0.3.5	0.3.4	-182.00B	-0.68
jupyter_client	8.6.3	8.6.2	-193.00B	-0.18
termcolor	2.5.0	2.4.0	-195.00B	-1.53
cxx-compiler	1.8.0	1.7.0	-224.00B	-3.57
filelock	3.16.1	3.15.4	-235.00B	-1.34
c-compiler	1.8.0	1.7.0	-239.00B	-3.78
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.2	-253.00B	-0.08
jsonschema-specifications	2024.10.1	2023.12.1	-266.00B	-1.62
ipywidgets	8.1.5	8.1.3	-290.00B	-0.25
jsonschema-with-format-nongpl	4.23.0	4.21.1	-309.00B	-4.15
menuinst	2.2.0	2.1.2	-341.00B	-0.2
s2n	1.5.5	1.5.0	-402.00B	-0.11
libexpat	2.6.4	2.6.2	-426.00B	-0.58
prompt-toolkit	3.0.48	3.0.47	-439.00B	-0.16
jupyterlab_widgets	3.0.13	3.0.11	-443.00B	-0.24
rpds-py	0.21.0	0.20.0	-524.00B	-0.16
boto3	1.34.162	1.34.131	-555.00B	-0.69
imageio	2.36.0	2.35.1	-611.00B	-0.21
patsy	1.0.1	0.5.6	-619.00B	-0.33
pyspnego	0.11.2	0.11.1	-700.00B	-0.26
blinker	1.9.0	1.8.2	-773.00B	-5.26
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
astroid	3.3.5	3.2.4	-1.11KB	-0.22
python-tzdata	2024.2	2024.1	-1.46KB	-1.04
pyasn1	0.6.1	0.6.0	-1.61KB	-2.57
altair	5.4.1	5.4.0	-1.71KB	-0.38
cytoolz	1.0.0	0.12.3	-1.81KB	-0.47
markupsafe	3.0.2	2.1.5	-1.87KB	-6.95
idna	3.10	3.7	-2.81KB	-5.46
safetensors	0.4.5	0.4.4	-4.32KB	-1.08
graphql-core	3.2.5	3.2.3	-4.91KB	-1.37
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
sympy	1.13.3	1.13.2	-6.98KB	-0.16
graphene	3.4.3	3.3	-11.30KB	-19.49
libuv	1.49.2	1.48.0	-14.97KB	-1.7
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
cryptography	43.0.3	43.0.0	-17.73KB	-1.2
fonttools	4.54.1	4.53.1	-29.85KB	-1.05
ld_impl_linux-64	2.43	2.40	-37.49KB	-5.43
ripgrep	14.1.1	14.1.0	-45.01KB	-2.74
statsmodels	0.14.4	0.14.2	-57.31KB	-0.48
lxml	5.3.0	4.9.4	-57.61KB	-4.08
elfutils	0.192	0.191	-60.84KB	-5.26
libjxl	0.11.0	0.10.3	-81.49KB	-5.26
datasets	2.2.1	2.21.0	-104.99KB	-29.63
sentencepiece-python	0.1.99	0.2.0	-162.23KB	-6.23
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
widgetsnbextension	4.0.13	4.0.11	-177.04KB	-16.79
dash	2.18.1	2.17.1	-225.81KB	-4.2
amazon_sagemaker_sql_editor	0.1.13	0.1.11	-270.64KB	-1.53
python	3.11.10	3.11.9	-332.54KB	-1.1
ray-default	2.37.0	2.31.0	-392.15KB	-16.56
binutils_impl_linux-64	2.43	2.40	-554.73KB	-9.09
setuptools	75.3.0	72.1.0	-667.04KB	-46.7
libgcc-ng	14.2.0	14.1.0	-769.50KB	-93.57
babel	2.16.0	2.14.0	-1.03MB	-14.25
ray-core	2.37.0	2.31.0	-1.68MB	-5.6
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
rdma-core	54.0	53.0	-3.37MB	-74.3
libstdcxx-ng	14.2.0	14.1.0	-3.65MB	-98.61
llvm-openmp	19.1.3	18.1.8	-52.72MB	-94.54

Python Package Size Report (CPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.12GB	1.19GB	-72.67MB	-5.98

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.59MB
libtorch	2.3.1	47.54MB
catboost	1.2.7	45.27MB
sagemaker-code-editor	1.3.5	41.31MB
pillow	10.4.0	40.35MB
libllvm16	16.0.6	33.72MB
pytorch	2.3.1	31.89MB
libllvm14	14.0.6	30.03MB
python	3.11.10	29.13MB
ray-core	2.37.0	28.26MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.12.0	16.47MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.97MB
rav1e	0.6.6	14.71MB
statsmodels	0.14.4	11.72MB
icu	75.1	11.57MB
scikit-image	0.24.0	10.74MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.06MB, accounts for 0.79% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
libstdcxx	14.2.0	-	3.71MB	-
pydantic-core	2.23.4	-	1.54MB	-
snowflake-connector-python	3.12.2	-	1.11MB	-
sleef	3.7	3.6.1	899.55KB	92.28
libgcc	14.2.0	-	828.85KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
xorg-xorgproto	2024.1	-	552.17KB	-
scikit-image	0.24.0	0.20.0	484.50KB	4.61
libsystemd0	256.7	-	401.89KB	-
svt-av1	2.3.0	2.1.2	390.63KB	17.05
unicodedata2	15.1.0	-	359.78KB	-
sagemaker-code-editor	1.3.5	1.3.1	250.00KB	0.59
catboost	1.2.7	1.2.5	213.92KB	0.46
debugpy	1.8.8	1.8.5	207.67KB	9.17
langsmith	0.1.142	0.1.99	148.41KB	134.82
libtiff	4.7.0	4.6.0	142.50KB	51.7
libudev1	256.7	-	138.55KB	-
h5py	3.12.1	3.11.0	132.49KB	10.8
gnutls	3.8.8	3.8.7	121.63KB	6.64
pandoc	3.5	3.3	107.73KB	0.53
pycrdt	0.10.6	0.9.8	101.36KB	15.58
libcap	2.69	-	98.22KB	-
networkx	3.4.2	3.3	77.48KB	6.69
botocore	1.34.162	1.34.131	69.48KB	1.01
attr	2.5.1	-	69.38KB	-
nodejs	20.17.0	20.12.2	56.90KB	0.34
librsvg	2.58.4	2.58.3	55.96KB	0.9
libgfortran	14.2.0	-	52.73KB	-
propcache	0.2.0	-	52.46KB	-
nbdime	4.0.2	4.0.1	52.22KB	1.21
openssl	3.4.0	3.3.1	51.03KB	1.8
optree	0.13.1	0.12.1	48.02KB	15.52
py-spy	0.4.0	0.3.14	44.78KB	2.79
cpython	3.11.10	-	44.67KB	-
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
imagecodecs	2024.9.22	2024.6.1	39.25KB	1.96
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.9	37.88KB	87.39
narwhals	1.13.5	1.4.2	33.69KB	39.4
aws-c-mqtt	0.10.7	0.10.4	31.32KB	19.57
textual	0.85.2	0.76.0	31.32KB	8.18
yarl	1.16.0	1.9.4	27.41KB	22.93
aws-sdk-cpp	1.11.407	1.11.379	24.33KB	0.86
nss	3.106	3.103	24.00KB	1.24
pyjwt	2.9.0	-	23.78KB	-
linkify-it-py	2.0.3	-	23.47KB	-
c-ares	1.34.3	1.33.0	23.15KB	13.03
aws-checksums	0.1.20	0.1.18	22.48KB	46.19
memray	1.14.0	1.13.4	22.05KB	3.18
libmambapy	1.5.10	1.5.8	19.36KB	6.37
contourpy	1.3.1	1.2.1	18.83KB	7.44
annotated-types	0.7.0	-	17.81KB	-
sqlalchemy	2.0.36	2.0.32	15.42KB	0.44
libsentencepiece	0.1.99	0.2.0	15.34KB	1.91
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
libgoogle-cloud	2.29.0	2.28.0	14.45KB	1.21
databricks-sdk	0.34.0	0.30.0	14.36KB	4.31
huggingface_hub	0.26.2	0.24.5	14.17KB	5.59
libmamba	1.5.10	1.5.8	13.91KB	0.85
sentencepiece	0.1.99	0.2.0	13.76KB	83.54
pandas	2.2.3	2.2.2	12.44KB	0.08
libgoogle-cloud-storage	2.29.0	2.28.0	12.07KB	1.61
langchain-community	0.2.19	0.2.12	11.68KB	1.06
langchain	0.2.17	0.2.5	10.96KB	2.69
uc-micro-py	1.0.3	-	10.90KB	-
packaging	24.2	24.1	9.82KB	19.99
libsqlite	3.47.0	3.46.0	9.77KB	1.16
dataclasses	0.8	-	9.64KB	-
libglib	2.82.2	2.80.3	8.79KB	0.23
requests-kerberos	0.15.0	0.14.0	8.75KB	53.15
libcurl	8.10.1	8.9.1	8.64KB	2.13
xorg-libx11	1.8.10	1.8.9	5.97KB	0.73
opentelemetry-semantic-conventions	0.48b0	0.47b0	5.62KB	8.14
anyio	4.6.2.post1	4.4.0	5.48KB	5.38
libgfortran5	14.2.0	14.1.0	4.96KB	0.35
fmt	11.0.2	10.2.1	4.57KB	2.41
opt_einsum	3.4.0	3.3.0	4.38KB	7.73
certifi	2024.8.30	2024.7.4	4.34KB	2.79
langchain-aws	0.1.18	0.1.16	4.34KB	7.21
greenlet	3.1.1	3.0.3	4.21KB	1.83
libgfortran-ng	14.2.0	14.1.0	4.11KB	8.44
wheel	0.45.0	0.44.0	4.07KB	7.12
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
aws-crt-cpp	0.28.3	0.27.5	4.00KB	1.18
regex	2024.11.6	2024.7.24	3.73KB	0.94
langchain-core	0.2.43	0.2.33	3.69KB	1.48
google-auth	2.36.0	2.33.0	3.53KB	3.23
google-api-core	2.22.0	2.19.1	3.52KB	4.22
sentencepiece-spm	0.1.99	0.2.0	3.31KB	4.01
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
multiprocess	0.70.17	0.70.16	3.10KB	0.91
pyparsing	3.2.0	3.1.2	2.92KB	3.34
tinycss2	1.4.0	1.3.0	2.81KB	11.34
tomli	2.1.0	2.0.1	2.74KB	17.57
tifffile	2024.9.20	2024.8.10	2.71KB	1.56
tzdata	2024b	2024a	2.48KB	2.12
aioitertools	0.12.0	0.11.0	2.42KB	10.99
libpng	1.6.44	1.6.43	2.38KB	0.85
dill	0.3.9	0.3.8	1.92KB	2.23
aws-c-s3	0.6.7	0.6.4	1.88KB	1.72
jedi	0.19.2	0.19.1	1.57KB	0.19
conda-package-handling	2.4.0	2.3.0	1.49KB	0.6
sagemaker-jupyterlab-extension-common	0.1.29	0.1.21	1.48KB	0.68
jsonschema	4.23.0	4.21.1	1.47KB	2.07
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.3	1.45KB	0.87
bleach	6.2.0	6.1.0	1.40KB	1.09
pylint	3.3.1	3.2.6	1.29KB	0.38
distlib	0.3.9	0.3.8	1.27KB	0.47
googleapis-common-protos	1.66.0	1.63.2	1.23KB	1.09
msgpack-python	1.1.0	1.0.8	1.20KB	1.19
multidict	6.1.0	6.0.5	1.18KB	1.95
conda-package-streaming	0.11.0	0.10.0	1.15KB	6.09
rich	13.9.4	13.7.1	1.11KB	0.62
truststore	0.10.0	0.8.0	1.11KB	5.48
libdeflate	1.22	1.21	1.05KB	1.52
cffi	1.17.1	1.17.0	1.05KB	0.36
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
ray-tune	2.37.0	2.31.0	984.00B	2.06
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
libxcb	1.17.0	1.16	956.00B	0.24
proto-plus	1.25.0	1.23.0	922.00B	2.22
opentelemetry-api	1.27.0	1.26.0	896.00B	2.09
zipp	3.21.0	3.20.0	845.00B	4.05
opentelemetry-sdk	1.27.0	1.26.0	802.00B	1.1
xorg-libxdmcp	1.1.5	1.1.3	775.00B	4.05
conda-libmamba-solver	24.9.0	24.7.0	723.00B	1.77
charset-normalizer	3.4.0	3.3.2	717.00B	1.54
paramiko	3.5.0	3.4.1	696.00B	0.44
importlib_resources	6.4.5	6.4.3	680.00B	2.12
executing	2.1.0	2.0.1	648.00B	2.34
alembic	1.14.0	1.13.2	624.00B	0.39
json5	0.9.28	0.9.25	530.00B	1.89
zlib-ng	2.2.2	2.2.1	485.00B	0.46
jupyter-collaboration	2.1.5	2.1.2	475.00B	0.97
aws-c-common	0.9.29	0.9.27	472.00B	0.2
httpx	0.27.2	0.27.0	434.00B	0.67
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
aws-c-http	0.8.10	0.8.7	376.00B	0.19
frozenlist	1.5.0	1.4.1	319.00B	0.53
aws-c-event-stream	0.4.3	0.4.2	307.00B	0.57
werkzeug	3.1.3	3.0.3	239.00B	0.1
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
marshmallow	3.23.1	3.21.3	201.00B	0.22
langchain-text-splitters	0.2.4	0.2.2	183.00B	0.69
amazon-sagemaker-sql-execution	0.1.6	0.1.3	165.00B	0.5
aiobotocore	2.13.3	2.13.2	129.00B	0.19
prometheus_client	0.21.0	0.20.0	111.00B	0.23
jupyter	1.1.1	1.0.0	108.00B	1.25
aws-c-io	0.14.19	0.14.18	68.00B	0.04
smart_open	7.0.5	7.0.4	65.00B	0.13
frozendict	2.4.6	2.4.4	47.00B	0.15
lightning-utilities	0.11.8	0.11.6	23.00B	0.08
aws-c-auth	0.7.31	0.7.25	15.00B	0.01
jupyter_ydoc	2.1.3	2.1.1	6.00B	0.02
types-python-dateutil	2.9.0.20241003	2.9.0.20240316	-4.00B	-0.02
pycrdt-websocket	0.15.1	0.14.1	-7.00B	-0.03
aws-c-compression	0.2.19	0.2.18	-34.00B	-0.18
xorg-libxext	1.3.6	1.3.4	-83.00B	-0.17
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
pyzmq	26.2.0	26.1.0	-90.00B	-0.02
ppft	1.7.6.9	1.7.6.8	-94.00B	-0.28
httpcore	1.0.6	1.0.5	-105.00B	-0.23
prompt_toolkit	3.0.48	3.0.47	-120.00B	-1.77
aws-c-cal	0.7.4	0.7.3	-136.00B	-0.29
s3transfer	0.10.3	0.10.2	-173.00B	-0.27
pox	0.3.5	0.3.4	-182.00B	-0.68
jupyter_client	8.6.3	8.6.2	-193.00B	-0.18
termcolor	2.5.0	2.4.0	-195.00B	-1.53
filelock	3.16.1	3.15.4	-235.00B	-1.34
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.2	-253.00B	-0.08
jsonschema-specifications	2024.10.1	2023.12.1	-266.00B	-1.62
ipywidgets	8.1.5	8.1.3	-290.00B	-0.25
jsonschema-with-format-nongpl	4.23.0	4.21.1	-309.00B	-4.15
menuinst	2.2.0	2.1.2	-341.00B	-0.2
s2n	1.5.5	1.5.0	-402.00B	-0.11
libexpat	2.6.4	2.6.2	-426.00B	-0.58
prompt-toolkit	3.0.48	3.0.47	-439.00B	-0.16
jupyterlab_widgets	3.0.13	3.0.11	-443.00B	-0.24
rpds-py	0.21.0	0.20.0	-524.00B	-0.16
boto3	1.34.162	1.34.131	-555.00B	-0.69
imageio	2.36.0	2.35.1	-611.00B	-0.21
patsy	1.0.1	0.5.6	-619.00B	-0.33
pyspnego	0.11.2	0.11.1	-700.00B	-0.26
blinker	1.9.0	1.8.2	-773.00B	-5.26
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
astroid	3.3.5	3.2.4	-1.11KB	-0.22
python-tzdata	2024.2	2024.1	-1.46KB	-1.04
pyasn1	0.6.1	0.6.0	-1.61KB	-2.57
altair	5.4.1	5.4.0	-1.71KB	-0.38
cytoolz	1.0.0	0.12.3	-1.81KB	-0.47
markupsafe	3.0.2	2.1.5	-1.87KB	-6.95
idna	3.10	3.7	-2.81KB	-5.46
safetensors	0.4.5	0.4.4	-4.32KB	-1.08
graphql-core	3.2.5	3.2.3	-4.91KB	-1.37
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
sympy	1.13.3	1.13.2	-6.98KB	-0.16
graphene	3.4.3	3.3	-11.30KB	-19.49
libuv	1.49.2	1.48.0	-14.97KB	-1.7
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
cryptography	43.0.3	43.0.0	-17.73KB	-1.2
fonttools	4.54.1	4.53.1	-29.85KB	-1.05
ld_impl_linux-64	2.43	2.40	-37.49KB	-5.43
ripgrep	14.1.1	14.1.0	-45.01KB	-2.74
statsmodels	0.14.4	0.14.2	-57.31KB	-0.48
lxml	5.3.0	4.9.4	-57.61KB	-4.08
elfutils	0.192	0.191	-60.84KB	-5.26
libjxl	0.11.0	0.10.3	-81.49KB	-5.26
datasets	2.2.1	2.21.0	-104.99KB	-29.63
sentencepiece-python	0.1.99	0.2.0	-162.23KB	-6.23
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
widgetsnbextension	4.0.13	4.0.11	-177.04KB	-16.79
dash	2.18.1	2.17.1	-225.81KB	-4.2
amazon_sagemaker_sql_editor	0.1.13	0.1.11	-270.64KB	-1.53
python	3.11.10	3.11.9	-332.54KB	-1.1
ray-default	2.37.0	2.31.0	-392.15KB	-16.56
setuptools	75.3.0	72.1.0	-667.04KB	-46.7
libgcc-ng	14.2.0	14.1.0	-769.50KB	-93.57
babel	2.16.0	2.14.0	-1.03MB	-14.25
ray-core	2.37.0	2.31.0	-1.68MB	-5.6
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
rdma-core	54.0	53.0	-3.37MB	-74.3
libstdcxx-ng	14.2.0	14.1.0	-3.65MB	-98.61
llvm-openmp	19.1.3	18.1.8	-52.72MB	-94.54

sagemaker-distribution-bot · 2024-11-13T21:56:44Z

Python Package Dependency Report

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

sagemaker-distribution-bot · 2024-11-13T22:02:17Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: abc5012
Result: FAILED
Build Logs (available for 30 days)

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

claytonparnell · 2024-11-13T22:26:56Z

FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[autogluon.test.Dockerfile-required_packages1]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[scipy.test.Dockerfile-required_packages5]
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[sagemaker-code-editor.test.Dockerfile-required_packages17]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]

sagemaker-distribution-bot · 2024-11-14T01:44:37Z

Staleness Report: 2.0.1(gpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
pytorch	2.3.1	2.3.1
altair	5.4.1	5.4.1
boto3	1.34.162	1.34.162
ipython	8.26.0	8.26.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.1.8	4.1.8
amazon-q-developer-jupyterlab-ext	3.2.0	3.2.0
langchain	0.2.17	0.2.17
jupyter-ai	2.20.0	2.20.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.7.1	2.7.1
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
jupyterlab-lsp	5.0.3	5.0.3
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.12.0	1.12.0
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.4.2	1.4.2
sentencepiece	0.1.99	0.1.99
pip	24.2	24.2
torchvision	0.18.1	0.18.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.1.3	7.1.3
aws-glue-sessions	1.0.7	1.0.7
conda	24.7.1	24.7.1
fastapi	0.110.3	0.110.3
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.3.0	4.3.0
jupyterlab-git	0.50.2	0.50.2
keras	3.5.0	3.5.0
langchain-aws	0.1.18	0.1.18
mlflow	2.15.1	2.15.1
py-xgboost-gpu	2.0.3	2.0.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
python-lsp-server	1.11.0	1.11.0
sagemaker-code-editor	1.3.5	1.3.5
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
uvicorn	0.30.6	0.30.6

Staleness Report: 2.0.1(cpu)

Package	Current Version in the Distribution image	Latest Relevant Version in Upstream
numpy	1.26.4	1.26.4
jinja2	3.1.4	3.1.4
pytorch	2.3.1	2.3.1
altair	5.4.1	5.4.1
boto3	1.34.162	1.34.162
ipython	8.26.0	8.26.0
jupyter-lsp	2.2.5	2.2.5
jupyterlab	4.1.8	4.1.8
amazon-q-developer-jupyterlab-ext	3.2.0	3.2.0
langchain	0.2.17	0.2.17
jupyter-ai	2.20.0	2.20.0
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.14
jupyter-scheduler	2.7.1	2.7.1
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
jupyterlab-lsp	5.0.3	5.0.3
amazon_sagemaker_sql_editor	0.1.13	0.1.13
scipy	1.12.0	1.12.0
matplotlib-base	3.9.2	3.9.2
scikit-learn	1.4.2	1.4.2
sentencepiece	0.1.99	0.1.99
pip	24.2	24.2
torchvision	0.18.1	0.18.1
autogluon	1.1.1	1.1.1
ipywidgets	8.1.5	8.1.5
notebook	7.1.3	7.1.3
aws-glue-sessions	1.0.7	1.0.7
conda	24.7.1	24.7.1
fastapi	0.110.3	0.110.3
jupyter-activity-monitor-extension	0.3.1	0.3.1
jupyter-collaboration	2.1.5	2.1.5
jupyter-dash	0.4.2	0.4.2
jupyter-server-proxy	4.3.0	4.3.0
jupyterlab-git	0.50.2	0.50.2
keras	3.5.0	3.5.0
langchain-aws	0.1.18	0.1.18
mlflow	2.15.1	2.15.1
py-xgboost-cpu	2.0.3	2.0.3
pyhive	0.7.0	0.7.0
python-gssapi	1.8.3	1.8.3
python-lsp-server	1.11.0	1.11.0
sagemaker-code-editor	1.3.5	1.3.5
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
uvicorn	0.30.6	0.30.6

sagemaker-distribution-bot · 2024-11-14T02:13:24Z

Python Package Size Report (GPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
3.70GB	3.77GB	-69.17MB	-1.79

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	368.07MB
libcublas	12.5.3.2	240.05MB
libmagma	2.7.2	229.91MB
libxgboost	2.0.3	163.46MB
mkl	2023.2.0	156.82MB
libcufft	11.2.3.61	148.63MB
libcusparse	12.5.1.3	119.08MB
nccl	2.22.3.1	107.25MB
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	45.27MB
sagemaker-code-editor	1.3.5	41.31MB
pillow	10.4.0	40.35MB
libcurand	10.3.6.82	39.82MB
gds-tools	1.10.0.4	37.78MB
libllvm16	16.0.6	33.72MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.06MB, accounts for 0.24% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
gcc_impl_linux-64	13.3.0	12.4.0	5.28MB	8.94
libstdcxx	14.2.0	-	3.71MB	-
libstdcxx-devel_linux-64	13.3.0	12.4.0	2.35MB	21.21
pydantic-core	2.23.4	-	1.54MB	-
snowflake-connector-python	3.12.2	-	1.11MB	-
sleef	3.7	3.6.1	899.55KB	92.28
libgcc	14.2.0	-	828.85KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
xorg-xorgproto	2024.1	-	552.17KB	-
scikit-image	0.24.0	0.20.0	484.50KB	4.61
libsystemd0	256.7	-	401.89KB	-
svt-av1	2.3.0	2.1.2	390.63KB	17.05
unicodedata2	15.1.0	-	359.78KB	-
sagemaker-code-editor	1.3.5	1.3.1	250.00KB	0.59
catboost	1.2.7	1.2.5	213.92KB	0.46
debugpy	1.8.8	1.8.5	207.67KB	9.17
libsanitizer	13.3.0	12.4.0	186.60KB	4.85
gxx_impl_linux-64	13.3.0	12.4.0	184.65KB	1.44
langsmith	0.1.143	0.1.99	148.65KB	135.04
libtiff	4.7.0	4.6.0	142.50KB	51.7
libudev1	256.7	-	138.55KB	-
h5py	3.12.1	3.11.0	132.49KB	10.8
gnutls	3.8.8	3.8.7	121.63KB	6.64
pandoc	3.5	3.3	107.73KB	0.53
pycrdt	0.10.6	0.9.8	101.36KB	15.58
libcap	2.69	-	98.22KB	-
networkx	3.4.2	3.3	77.48KB	6.69
botocore	1.34.162	1.34.131	69.48KB	1.01
attr	2.5.1	-	69.38KB	-
nodejs	20.17.0	20.12.2	56.90KB	0.34
librsvg	2.58.4	2.58.3	55.96KB	0.9
libgfortran	14.2.0	-	52.73KB	-
propcache	0.2.0	-	52.46KB	-
nbdime	4.0.2	4.0.1	52.22KB	1.21
openssl	3.4.0	3.3.1	51.03KB	1.8
optree	0.13.1	0.12.1	48.02KB	15.52
py-spy	0.4.0	0.3.14	44.78KB	2.79
cpython	3.11.10	-	44.67KB	-
libgcc-devel_linux-64	13.3.0	12.4.0	43.66KB	1.75
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
imagecodecs	2024.9.22	2024.6.1	39.25KB	1.96
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.9	37.88KB	87.39
narwhals	1.13.5	1.4.2	33.69KB	39.4
aws-c-mqtt	0.10.7	0.10.4	31.32KB	19.57
textual	0.85.2	0.76.0	31.32KB	8.18
yarl	1.16.0	1.9.4	27.41KB	22.93
aws-sdk-cpp	1.11.407	1.11.379	24.33KB	0.86
nss	3.106	3.103	24.00KB	1.24
pyjwt	2.9.0	-	23.78KB	-
linkify-it-py	2.0.3	-	23.47KB	-
c-ares	1.34.3	1.33.0	23.15KB	13.03
aws-checksums	0.1.20	0.1.18	22.48KB	46.19
memray	1.14.0	1.13.4	22.05KB	3.18
libmambapy	1.5.10	1.5.8	19.36KB	6.37
contourpy	1.3.1	1.2.1	18.83KB	7.44
annotated-types	0.7.0	-	17.81KB	-
sqlalchemy	2.0.36	2.0.32	15.42KB	0.44
libsentencepiece	0.1.99	0.2.0	15.34KB	1.91
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
libgoogle-cloud	2.29.0	2.28.0	14.45KB	1.21
databricks-sdk	0.34.0	0.30.0	14.36KB	4.31
huggingface_hub	0.26.2	0.24.5	14.17KB	5.59
libmamba	1.5.10	1.5.8	13.91KB	0.85
sentencepiece	0.1.99	0.2.0	13.76KB	83.54
pandas	2.2.3	2.2.2	12.44KB	0.08
libgoogle-cloud-storage	2.29.0	2.28.0	12.07KB	1.61
langchain-community	0.2.19	0.2.12	11.68KB	1.06
langchain	0.2.17	0.2.5	10.96KB	2.69
uc-micro-py	1.0.3	-	10.90KB	-
packaging	24.2	24.1	9.82KB	19.99
libsqlite	3.47.0	3.46.0	9.77KB	1.16
dataclasses	0.8	-	9.64KB	-
libglib	2.82.2	2.80.3	8.79KB	0.23
requests-kerberos	0.15.0	0.14.0	8.75KB	53.15
libcurl	8.10.1	8.9.1	8.64KB	2.13
xorg-libx11	1.8.10	1.8.9	5.97KB	0.73
opentelemetry-semantic-conventions	0.48b0	0.47b0	5.62KB	8.14
binutils_linux-64	2.43	2.40	5.54KB	19.4
anyio	4.6.2.post1	4.4.0	5.48KB	5.38
libgfortran5	14.2.0	14.1.0	4.96KB	0.35
fmt	11.0.2	10.2.1	4.57KB	2.41
opt_einsum	3.4.0	3.3.0	4.38KB	7.73
certifi	2024.8.30	2024.7.4	4.34KB	2.79
langchain-aws	0.1.18	0.1.16	4.34KB	7.21
greenlet	3.1.1	3.0.3	4.21KB	1.83
libgfortran-ng	14.2.0	14.1.0	4.11KB	8.44
wheel	0.45.0	0.44.0	4.07KB	7.12
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
aws-crt-cpp	0.28.3	0.27.5	4.00KB	1.18
libgomp	14.2.0	14.1.0	3.97KB	0.89
regex	2024.11.6	2024.7.24	3.73KB	0.94
langchain-core	0.2.43	0.2.33	3.69KB	1.48
google-auth	2.36.0	2.33.0	3.53KB	3.23
google-api-core	2.22.0	2.19.1	3.52KB	4.22
sentencepiece-spm	0.1.99	0.2.0	3.31KB	4.01
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
multiprocess	0.70.17	0.70.16	3.10KB	0.91
pyparsing	3.2.0	3.1.2	2.92KB	3.34
tinycss2	1.4.0	1.3.0	2.81KB	11.34
tomli	2.1.0	2.0.1	2.74KB	17.57
tifffile	2024.9.20	2024.8.10	2.71KB	1.56
tzdata	2024b	2024a	2.48KB	2.12
aioitertools	0.12.0	0.11.0	2.42KB	10.99
libpng	1.6.44	1.6.43	2.38KB	0.85
binutils	2.43	2.40	2.13KB	6.88
gxx	13.3.0	12.4.0	2.06KB	4.11
gcc	13.3.0	12.4.0	2.02KB	4.0
dill	0.3.9	0.3.8	1.92KB	2.23
aws-c-s3	0.6.7	0.6.4	1.88KB	1.72
jedi	0.19.2	0.19.1	1.57KB	0.19
conda-package-handling	2.4.0	2.3.0	1.49KB	0.6
sagemaker-jupyterlab-extension-common	0.1.29	0.1.21	1.48KB	0.68
jsonschema	4.23.0	4.21.1	1.47KB	2.07
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.3	1.45KB	0.87
bleach	6.2.0	6.1.0	1.40KB	1.09
pylint	3.3.1	3.2.6	1.29KB	0.38
distlib	0.3.9	0.3.8	1.27KB	0.47
googleapis-common-protos	1.66.0	1.63.2	1.23KB	1.09
msgpack-python	1.1.0	1.0.8	1.20KB	1.19
multidict	6.1.0	6.0.5	1.18KB	1.95
conda-package-streaming	0.11.0	0.10.0	1.15KB	6.09
rich	13.9.4	13.7.1	1.11KB	0.62
truststore	0.10.0	0.8.0	1.11KB	5.48
libdeflate	1.22	1.21	1.05KB	1.52
cffi	1.17.1	1.17.0	1.05KB	0.36
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
ray-tune	2.37.0	2.31.0	984.00B	2.06
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
libxcb	1.17.0	1.16	956.00B	0.24
proto-plus	1.25.0	1.23.0	922.00B	2.22
opentelemetry-api	1.27.0	1.26.0	896.00B	2.09
zipp	3.21.0	3.20.0	845.00B	4.05
opentelemetry-sdk	1.27.0	1.26.0	802.00B	1.1
xorg-libxdmcp	1.1.5	1.1.3	775.00B	4.05
conda-libmamba-solver	24.9.0	24.7.0	723.00B	1.77
charset-normalizer	3.4.0	3.3.2	717.00B	1.54
paramiko	3.5.0	3.4.1	696.00B	0.44
importlib_resources	6.4.5	6.4.3	680.00B	2.12
executing	2.1.0	2.0.1	648.00B	2.34
alembic	1.14.0	1.13.2	624.00B	0.39
json5	0.9.28	0.9.25	530.00B	1.89
zlib-ng	2.2.2	2.2.1	485.00B	0.46
jupyter-collaboration	2.1.5	2.1.2	475.00B	0.97
aws-c-common	0.9.29	0.9.27	472.00B	0.2
gxx_linux-64	13.3.0	12.4.0	457.00B	1.53
gcc_linux-64	13.3.0	12.4.0	448.00B	1.42
httpx	0.27.2	0.27.0	434.00B	0.67
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
aws-c-http	0.8.10	0.8.7	376.00B	0.19
frozenlist	1.5.0	1.4.1	319.00B	0.53
aws-c-event-stream	0.4.3	0.4.2	307.00B	0.57
werkzeug	3.1.3	3.0.3	239.00B	0.1
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
marshmallow	3.23.1	3.21.3	201.00B	0.22
langchain-text-splitters	0.2.4	0.2.2	183.00B	0.69
amazon-sagemaker-sql-execution	0.1.6	0.1.3	165.00B	0.5
aiobotocore	2.13.3	2.13.2	129.00B	0.19
prometheus_client	0.21.0	0.20.0	111.00B	0.23
jupyter	1.1.1	1.0.0	108.00B	1.25
aws-c-io	0.14.19	0.14.18	68.00B	0.04
smart_open	7.0.5	7.0.4	65.00B	0.13
frozendict	2.4.6	2.4.4	47.00B	0.15
lightning-utilities	0.11.8	0.11.6	23.00B	0.08
aws-c-auth	0.7.31	0.7.25	15.00B	0.01
jupyter_ydoc	2.1.3	2.1.1	6.00B	0.02
types-python-dateutil	2.9.0.20241003	2.9.0.20240316	-4.00B	-0.02
pycrdt-websocket	0.15.1	0.14.1	-7.00B	-0.03
aws-c-compression	0.2.19	0.2.18	-34.00B	-0.18
xorg-libxext	1.3.6	1.3.4	-83.00B	-0.17
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
pyzmq	26.2.0	26.1.0	-90.00B	-0.02
ppft	1.7.6.9	1.7.6.8	-94.00B	-0.28
httpcore	1.0.6	1.0.5	-105.00B	-0.23
prompt_toolkit	3.0.48	3.0.47	-120.00B	-1.77
aws-c-cal	0.7.4	0.7.3	-136.00B	-0.29
s3transfer	0.10.3	0.10.2	-173.00B	-0.27
pox	0.3.5	0.3.4	-182.00B	-0.68
jupyter_client	8.6.3	8.6.2	-193.00B	-0.18
termcolor	2.5.0	2.4.0	-195.00B	-1.53
cxx-compiler	1.8.0	1.7.0	-224.00B	-3.57
filelock	3.16.1	3.15.4	-235.00B	-1.34
c-compiler	1.8.0	1.7.0	-239.00B	-3.78
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.2	-253.00B	-0.08
jsonschema-specifications	2024.10.1	2023.12.1	-266.00B	-1.62
ipywidgets	8.1.5	8.1.3	-290.00B	-0.25
jsonschema-with-format-nongpl	4.23.0	4.21.1	-309.00B	-4.15
menuinst	2.2.0	2.1.2	-341.00B	-0.2
s2n	1.5.5	1.5.0	-402.00B	-0.11
libexpat	2.6.4	2.6.2	-426.00B	-0.58
prompt-toolkit	3.0.48	3.0.47	-439.00B	-0.16
jupyterlab_widgets	3.0.13	3.0.11	-443.00B	-0.24
rpds-py	0.21.0	0.20.0	-524.00B	-0.16
boto3	1.34.162	1.34.131	-555.00B	-0.69
imageio	2.36.0	2.35.1	-611.00B	-0.21
patsy	1.0.1	0.5.6	-619.00B	-0.33
pyspnego	0.11.2	0.11.1	-700.00B	-0.26
blinker	1.9.0	1.8.2	-773.00B	-5.26
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
astroid	3.3.5	3.2.4	-1.11KB	-0.22
python-tzdata	2024.2	2024.1	-1.46KB	-1.04
pyasn1	0.6.1	0.6.0	-1.61KB	-2.57
altair	5.4.1	5.4.0	-1.71KB	-0.38
cytoolz	1.0.0	0.12.3	-1.81KB	-0.47
markupsafe	3.0.2	2.1.5	-1.87KB	-6.95
idna	3.10	3.7	-2.81KB	-5.46
safetensors	0.4.5	0.4.4	-4.32KB	-1.08
graphql-core	3.2.5	3.2.3	-4.91KB	-1.37
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
sympy	1.13.3	1.13.2	-6.98KB	-0.16
graphene	3.4.3	3.3	-11.30KB	-19.49
libuv	1.49.2	1.48.0	-14.97KB	-1.7
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
cryptography	43.0.3	43.0.0	-17.73KB	-1.2
fonttools	4.54.1	4.53.1	-29.85KB	-1.05
ld_impl_linux-64	2.43	2.40	-37.49KB	-5.43
ripgrep	14.1.1	14.1.0	-45.01KB	-2.74
statsmodels	0.14.4	0.14.2	-57.31KB	-0.48
lxml	5.3.0	4.9.4	-57.61KB	-4.08
elfutils	0.192	0.191	-60.84KB	-5.26
libjxl	0.11.0	0.10.3	-81.49KB	-5.26
datasets	2.2.1	2.21.0	-104.99KB	-29.63
sentencepiece-python	0.1.99	0.2.0	-162.23KB	-6.23
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
widgetsnbextension	4.0.13	4.0.11	-177.04KB	-16.79
dash	2.18.1	2.17.1	-225.81KB	-4.2
amazon_sagemaker_sql_editor	0.1.13	0.1.11	-270.64KB	-1.53
python	3.11.10	3.11.9	-332.54KB	-1.1
ray-default	2.37.0	2.31.0	-392.15KB	-16.56
binutils_impl_linux-64	2.43	2.40	-554.73KB	-9.09
setuptools	75.3.0	72.1.0	-667.04KB	-46.7
libgcc-ng	14.2.0	14.1.0	-769.50KB	-93.57
babel	2.16.0	2.14.0	-1.03MB	-14.25
ray-core	2.37.0	2.31.0	-1.68MB	-5.6
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
rdma-core	54.0	53.0	-3.37MB	-74.3
libstdcxx-ng	14.2.0	14.1.0	-3.65MB	-98.61
llvm-openmp	19.1.3	18.1.8	-52.72MB	-94.54

Python Package Size Report (CPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Target Version Total Size	Base Version Total Size	Size Change (abs)	Size Change (%)
1.12GB	1.19GB	-72.66MB	-5.98

Top-20 Largest Python Packages

Package	Version in the Target Image	Size
mkl	2023.2.0	156.82MB
tensorflow-base	2.17.0	149.59MB
libtorch	2.3.1	47.54MB
catboost	1.2.7	45.27MB
sagemaker-code-editor	1.3.5	41.31MB
pillow	10.4.0	40.35MB
libllvm16	16.0.6	33.72MB
pytorch	2.3.1	31.89MB
libllvm14	14.0.6	30.03MB
python	3.11.10	29.13MB
ray-core	2.37.0	28.26MB
pandoc	3.5	20.03MB
amazon_sagemaker_sql_editor	0.1.13	16.99MB
scipy	1.12.0	16.47MB
nodejs	20.17.0	16.42MB
pandas	2.2.3	14.97MB
rav1e	0.6.6	14.71MB
statsmodels	0.14.4	11.72MB
icu	75.1	11.57MB
scikit-image	0.24.0	10.74MB

Python Package Size Delta

The total size of newly introduced Python packages is 9.06MB, accounts for 0.79% of the total package size.

Package	Version in the Target Image	Version in the Base Image	Size Change (abs)	Size Change (%)
libstdcxx	14.2.0	-	3.71MB	-
pydantic-core	2.23.4	-	1.54MB	-
snowflake-connector-python	3.12.2	-	1.11MB	-
sleef	3.7	3.6.1	899.55KB	92.28
libgcc	14.2.0	-	828.85KB	-
plotly	5.24.1	5.23.0	557.38KB	8.9
xorg-xorgproto	2024.1	-	552.17KB	-
scikit-image	0.24.0	0.20.0	484.50KB	4.61
libsystemd0	256.7	-	401.89KB	-
svt-av1	2.3.0	2.1.2	390.63KB	17.05
unicodedata2	15.1.0	-	359.78KB	-
sagemaker-code-editor	1.3.5	1.3.1	250.00KB	0.59
catboost	1.2.7	1.2.5	213.92KB	0.46
debugpy	1.8.8	1.8.5	207.67KB	9.17
langsmith	0.1.143	0.1.99	148.65KB	135.04
libtiff	4.7.0	4.6.0	142.50KB	51.7
libudev1	256.7	-	138.55KB	-
h5py	3.12.1	3.11.0	132.49KB	10.8
gnutls	3.8.8	3.8.7	121.63KB	6.64
pandoc	3.5	3.3	107.73KB	0.53
pycrdt	0.10.6	0.9.8	101.36KB	15.58
libcap	2.69	-	98.22KB	-
networkx	3.4.2	3.3	77.48KB	6.69
botocore	1.34.162	1.34.131	69.48KB	1.01
attr	2.5.1	-	69.38KB	-
nodejs	20.17.0	20.12.2	56.90KB	0.34
librsvg	2.58.4	2.58.3	55.96KB	0.9
libgfortran	14.2.0	-	52.73KB	-
propcache	0.2.0	-	52.46KB	-
nbdime	4.0.2	4.0.1	52.22KB	1.21
openssl	3.4.0	3.3.1	51.03KB	1.8
optree	0.13.1	0.12.1	48.02KB	15.52
py-spy	0.4.0	0.3.14	44.78KB	2.79
cpython	3.11.10	-	44.67KB	-
requests-toolbelt	1.0.0	-	42.91KB	-
mdit-py-plugins	0.4.2	-	41.14KB	-
imagecodecs	2024.9.22	2024.6.1	39.25KB	1.96
amazon-sagemaker-jupyter-ai-q-developer	1.0.14	1.0.9	37.88KB	87.39
narwhals	1.13.5	1.4.2	33.69KB	39.4
aws-c-mqtt	0.10.7	0.10.4	31.32KB	19.57
textual	0.85.2	0.76.0	31.32KB	8.18
yarl	1.16.0	1.9.4	27.41KB	22.93
aws-sdk-cpp	1.11.407	1.11.379	24.33KB	0.86
nss	3.106	3.103	24.00KB	1.24
pyjwt	2.9.0	-	23.78KB	-
linkify-it-py	2.0.3	-	23.47KB	-
c-ares	1.34.3	1.33.0	23.15KB	13.03
aws-checksums	0.1.20	0.1.18	22.48KB	46.19
memray	1.14.0	1.13.4	22.05KB	3.18
libmambapy	1.5.10	1.5.8	19.36KB	6.37
contourpy	1.3.1	1.2.1	18.83KB	7.44
annotated-types	0.7.0	-	17.81KB	-
sqlalchemy	2.0.36	2.0.32	15.42KB	0.44
libsentencepiece	0.1.99	0.2.0	15.34KB	1.91
libnghttp2	1.64.0	1.58.0	15.30KB	2.48
libopenblas	0.3.28	0.3.27	15.10KB	0.28
libgoogle-cloud	2.29.0	2.28.0	14.45KB	1.21
databricks-sdk	0.34.0	0.30.0	14.36KB	4.31
huggingface_hub	0.26.2	0.24.5	14.17KB	5.59
libmamba	1.5.10	1.5.8	13.91KB	0.85
sentencepiece	0.1.99	0.2.0	13.76KB	83.54
pandas	2.2.3	2.2.2	12.44KB	0.08
libgoogle-cloud-storage	2.29.0	2.28.0	12.07KB	1.61
langchain-community	0.2.19	0.2.12	11.68KB	1.06
langchain	0.2.17	0.2.5	10.96KB	2.69
uc-micro-py	1.0.3	-	10.90KB	-
packaging	24.2	24.1	9.82KB	19.99
libsqlite	3.47.0	3.46.0	9.77KB	1.16
dataclasses	0.8	-	9.64KB	-
libglib	2.82.2	2.80.3	8.79KB	0.23
requests-kerberos	0.15.0	0.14.0	8.75KB	53.15
libcurl	8.10.1	8.9.1	8.64KB	2.13
xorg-libx11	1.8.10	1.8.9	5.97KB	0.73
opentelemetry-semantic-conventions	0.48b0	0.47b0	5.62KB	8.14
anyio	4.6.2.post1	4.4.0	5.48KB	5.38
libgfortran5	14.2.0	14.1.0	4.96KB	0.35
fmt	11.0.2	10.2.1	4.57KB	2.41
opt_einsum	3.4.0	3.3.0	4.38KB	7.73
certifi	2024.8.30	2024.7.4	4.34KB	2.79
langchain-aws	0.1.18	0.1.16	4.34KB	7.21
greenlet	3.1.1	3.0.3	4.21KB	1.83
libgfortran-ng	14.2.0	14.1.0	4.11KB	8.44
wheel	0.45.0	0.44.0	4.07KB	7.12
ca-certificates	2024.8.30	2024.7.4	4.05KB	2.68
aws-crt-cpp	0.28.3	0.27.5	4.00KB	1.18
regex	2024.11.6	2024.7.24	3.73KB	0.94
langchain-core	0.2.43	0.2.33	3.69KB	1.48
google-auth	2.36.0	2.33.0	3.53KB	3.23
google-api-core	2.22.0	2.19.1	3.52KB	4.22
sentencepiece-spm	0.1.99	0.2.0	3.31KB	4.01
nspr	4.36	4.35	3.28KB	1.48
orjson	3.10.11	3.10.7	3.12KB	1.06
multiprocess	0.70.17	0.70.16	3.10KB	0.91
pyparsing	3.2.0	3.1.2	2.92KB	3.34
tinycss2	1.4.0	1.3.0	2.81KB	11.34
tomli	2.1.0	2.0.1	2.74KB	17.57
tifffile	2024.9.20	2024.8.10	2.71KB	1.56
tzdata	2024b	2024a	2.48KB	2.12
aioitertools	0.12.0	0.11.0	2.42KB	10.99
libpng	1.6.44	1.6.43	2.38KB	0.85
dill	0.3.9	0.3.8	1.92KB	2.23
aws-c-s3	0.6.7	0.6.4	1.88KB	1.72
jedi	0.19.2	0.19.1	1.57KB	0.19
conda-package-handling	2.4.0	2.3.0	1.49KB	0.6
sagemaker-jupyterlab-extension-common	0.1.29	0.1.21	1.48KB	0.68
jsonschema	4.23.0	4.21.1	1.47KB	2.07
amazon-sagemaker-jupyter-scheduler	3.1.7	3.1.3	1.45KB	0.87
bleach	6.2.0	6.1.0	1.40KB	1.09
pylint	3.3.1	3.2.6	1.29KB	0.38
distlib	0.3.9	0.3.8	1.27KB	0.47
googleapis-common-protos	1.66.0	1.63.2	1.23KB	1.09
msgpack-python	1.1.0	1.0.8	1.20KB	1.19
multidict	6.1.0	6.0.5	1.18KB	1.95
conda-package-streaming	0.11.0	0.10.0	1.15KB	6.09
rich	13.9.4	13.7.1	1.11KB	0.62
truststore	0.10.0	0.8.0	1.11KB	5.48
libdeflate	1.22	1.21	1.05KB	1.52
cffi	1.17.1	1.17.0	1.05KB	0.36
sagemaker-kernel-wrapper	0.0.4	0.0.2	1015.00B	6.61
ray-tune	2.37.0	2.31.0	984.00B	2.06
jupyterlab-git	0.50.2	0.50.1	968.00B	0.11
libxcb	1.17.0	1.16	956.00B	0.24
proto-plus	1.25.0	1.23.0	922.00B	2.22
opentelemetry-api	1.27.0	1.26.0	896.00B	2.09
zipp	3.21.0	3.20.0	845.00B	4.05
opentelemetry-sdk	1.27.0	1.26.0	802.00B	1.1
xorg-libxdmcp	1.1.5	1.1.3	775.00B	4.05
conda-libmamba-solver	24.9.0	24.7.0	723.00B	1.77
charset-normalizer	3.4.0	3.3.2	717.00B	1.54
paramiko	3.5.0	3.4.1	696.00B	0.44
importlib_resources	6.4.5	6.4.3	680.00B	2.12
executing	2.1.0	2.0.1	648.00B	2.34
alembic	1.14.0	1.13.2	624.00B	0.39
json5	0.9.28	0.9.25	530.00B	1.89
zlib-ng	2.2.2	2.2.1	485.00B	0.46
jupyter-collaboration	2.1.5	2.1.2	475.00B	0.97
aws-c-common	0.9.29	0.9.27	472.00B	0.2
httpx	0.27.2	0.27.0	434.00B	0.67
aws-glue-sessions	1.0.7	1.0.6	392.00B	0.57
aws-c-http	0.8.10	0.8.7	376.00B	0.19
frozenlist	1.5.0	1.4.1	319.00B	0.53
aws-c-event-stream	0.4.3	0.4.2	307.00B	0.57
werkzeug	3.1.3	3.0.3	239.00B	0.1
pyasn1-modules	0.4.1	0.4.0	203.00B	0.21
marshmallow	3.23.1	3.21.3	201.00B	0.22
langchain-text-splitters	0.2.4	0.2.2	183.00B	0.69
amazon-sagemaker-sql-execution	0.1.6	0.1.3	165.00B	0.5
aiobotocore	2.13.3	2.13.2	129.00B	0.19
prometheus_client	0.21.0	0.20.0	111.00B	0.23
jupyter	1.1.1	1.0.0	108.00B	1.25
aws-c-io	0.14.19	0.14.18	68.00B	0.04
smart_open	7.0.5	7.0.4	65.00B	0.13
frozendict	2.4.6	2.4.4	47.00B	0.15
lightning-utilities	0.11.8	0.11.6	23.00B	0.08
aws-c-auth	0.7.31	0.7.25	15.00B	0.01
jupyter_ydoc	2.1.3	2.1.1	6.00B	0.02
types-python-dateutil	2.9.0.20241003	2.9.0.20240316	-4.00B	-0.02
pycrdt-websocket	0.15.1	0.14.1	-7.00B	-0.03
aws-c-compression	0.2.19	0.2.18	-34.00B	-0.18
xorg-libxext	1.3.6	1.3.4	-83.00B	-0.17
tqdm	4.67.0	4.66.5	-85.00B	-0.09
pathos	0.3.3	0.3.2	-85.00B	-0.16
pyzmq	26.2.0	26.1.0	-90.00B	-0.02
ppft	1.7.6.9	1.7.6.8	-94.00B	-0.28
httpcore	1.0.6	1.0.5	-105.00B	-0.23
prompt_toolkit	3.0.48	3.0.47	-120.00B	-1.77
aws-c-cal	0.7.4	0.7.3	-136.00B	-0.29
s3transfer	0.10.3	0.10.2	-173.00B	-0.27
pox	0.3.5	0.3.4	-182.00B	-0.68
jupyter_client	8.6.3	8.6.2	-193.00B	-0.18
termcolor	2.5.0	2.4.0	-195.00B	-1.53
filelock	3.16.1	3.15.4	-235.00B	-1.34
sagemaker-jupyterlab-emr-extension	0.3.4	0.3.2	-253.00B	-0.08
jsonschema-specifications	2024.10.1	2023.12.1	-266.00B	-1.62
ipywidgets	8.1.5	8.1.3	-290.00B	-0.25
jsonschema-with-format-nongpl	4.23.0	4.21.1	-309.00B	-4.15
menuinst	2.2.0	2.1.2	-341.00B	-0.2
s2n	1.5.5	1.5.0	-402.00B	-0.11
libexpat	2.6.4	2.6.2	-426.00B	-0.58
prompt-toolkit	3.0.48	3.0.47	-439.00B	-0.16
jupyterlab_widgets	3.0.13	3.0.11	-443.00B	-0.24
rpds-py	0.21.0	0.20.0	-524.00B	-0.16
boto3	1.34.162	1.34.131	-555.00B	-0.69
imageio	2.36.0	2.35.1	-611.00B	-0.21
patsy	1.0.1	0.5.6	-619.00B	-0.33
pyspnego	0.11.2	0.11.1	-700.00B	-0.26
blinker	1.9.0	1.8.2	-773.00B	-5.26
kiwisolver	1.4.7	1.4.5	-880.00B	-1.2
astroid	3.3.5	3.2.4	-1.11KB	-0.22
python-tzdata	2024.2	2024.1	-1.46KB	-1.04
pyasn1	0.6.1	0.6.0	-1.61KB	-2.57
altair	5.4.1	5.4.0	-1.71KB	-0.38
cytoolz	1.0.0	0.12.3	-1.81KB	-0.47
markupsafe	3.0.2	2.1.5	-1.87KB	-6.95
idna	3.10	3.7	-2.81KB	-5.46
safetensors	0.4.5	0.4.4	-4.32KB	-1.08
graphql-core	3.2.5	3.2.3	-4.91KB	-1.37
fontconfig	2.15.0	2.14.2	-6.26KB	-2.36
sympy	1.13.3	1.13.2	-6.98KB	-0.16
graphene	3.4.3	3.3	-11.30KB	-19.49
libuv	1.49.2	1.48.0	-14.97KB	-1.7
libxml2	2.13.5	2.12.7	-17.13KB	-2.48
tbb	2021.13.0	2021.12.0	-17.19KB	-9.1
cryptography	43.0.3	43.0.0	-17.73KB	-1.2
fonttools	4.54.1	4.53.1	-29.85KB	-1.05
ld_impl_linux-64	2.43	2.40	-37.49KB	-5.43
ripgrep	14.1.1	14.1.0	-45.01KB	-2.74
statsmodels	0.14.4	0.14.2	-57.31KB	-0.48
lxml	5.3.0	4.9.4	-57.61KB	-4.08
elfutils	0.192	0.191	-60.84KB	-5.26
libjxl	0.11.0	0.10.3	-81.49KB	-5.26
datasets	2.2.1	2.21.0	-104.99KB	-29.63
sentencepiece-python	0.1.99	0.2.0	-162.23KB	-6.23
libsodium	1.0.20	1.0.18	-165.06KB	-45.07
widgetsnbextension	4.0.13	4.0.11	-177.04KB	-16.79
dash	2.18.1	2.17.1	-225.81KB	-4.2
amazon_sagemaker_sql_editor	0.1.13	0.1.11	-270.64KB	-1.53
python	3.11.10	3.11.9	-332.54KB	-1.1
ray-default	2.37.0	2.31.0	-392.15KB	-16.56
setuptools	75.3.0	72.1.0	-667.04KB	-46.7
libgcc-ng	14.2.0	14.1.0	-769.50KB	-93.57
babel	2.16.0	2.14.0	-1.03MB	-14.25
ray-core	2.37.0	2.31.0	-1.68MB	-5.6
pydantic	2.9.2	1.10.17	-1.88MB	-86.77
rdma-core	54.0	53.0	-3.37MB	-74.3
libstdcxx-ng	14.2.0	14.1.0	-3.65MB	-98.61
llvm-openmp	19.1.3	18.1.8	-52.72MB	-94.54

sagemaker-distribution-bot · 2024-11-14T02:13:26Z

Python Package Dependency Report

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

Image Type: (GPU)

Package	Version in the Target Image	Dependencies

Image Type: (CPU)

Package	Version in the Target Image	Dependencies

sagemaker-distribution-bot · 2024-11-14T02:19:07Z

AWS CodeBuild CI Report

CodeBuild project: CosmosImageBuildersagemaker-U5omrjiHQCoa
Commit ID: 3f87c19
Result: FAILED
Build Logs (available for 30 days)

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claytonparnell · 2024-11-14T03:15:18Z

FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[autogluon.test.Dockerfile-required_packages1]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[scipy.test.Dockerfile-required_packages5]
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[sagemaker-code-editor.test.Dockerfile-required_packages17]
FAILED test/test_dockerfile_based_harness.py::test_dockerfiles_for_gpu[sagemaker-studio-analytics-extension.test.Dockerfile-required_packages21]

autogluon - pulled image to GPU instance and reran test with increased shmsize (64G) and it succeeded
scipy - known failures, tracked in Fix Scipy tests for GPU based docker images #30
sm-python-sdk - known failures, tracked in sm-python-sdk test failures #316
sagemaker-code-editor - recent change updated extension versions, and updated v2 test artifacts. Since extension changes weren't extended to v2.0, just this part of the test failed
sagemaker-studio-analytics-extension - known failures, tracked in sagemaker-studio-analytics-extension tests require aws credentials #315

github-actions bot and others added 2 commits November 13, 2024 17:13

chore: Generate build artifacts for 2.0.1 release

137658d

Pin sentencepiece, add pytorch cuda constraint

ea5ed3a

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Fix pytorch constraint

620f994

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claytonparnell and others added 2 commits November 13, 2024 19:17

remove blank line from env

abc5012

chore: add post-build artifact files for 2.0.1 release

c575157

sagemaker-distribution-bot closed this Nov 13, 2024

sagemaker-distribution-bot deleted the release-2.0.1 branch November 13, 2024 22:02

claytonparnell restored the release-2.0.1 branch November 13, 2024 22:25

claytonparnell reopened this Nov 13, 2024

claytonparnell and others added 2 commits November 13, 2024 23:29

pin nccl due to CUDA 12.5 incompatibility

3f87c19

chore: add post-build artifact files for 2.0.1 release

1ee3c4b

sagemaker-distribution-bot closed this Nov 14, 2024

sagemaker-distribution-bot deleted the release-2.0.1 branch November 14, 2024 02:18

claytonparnell restored the release-2.0.1 branch November 14, 2024 03:09

claytonparnell reopened this Nov 14, 2024

TRNWWZ approved these changes Nov 14, 2024

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aws-tianquaw approved these changes Nov 14, 2024

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claytonparnell merged commit 62a8af8 into main Nov 15, 2024

claytonparnell deleted the release-2.0.1 branch November 15, 2024 01:56

claytonparnell restored the release-2.0.1 branch November 15, 2024 03:06

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release: v2.0.1 #519

release: v2.0.1 #519

github-actions bot commented Nov 13, 2024 •

edited by claytonparnell

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sagemaker-distribution-bot commented Nov 13, 2024

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claytonparnell commented Nov 14, 2024

release: v2.0.1 #519

release: v2.0.1 #519

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sagemaker-distribution-bot commented Nov 13, 2024

Staleness Report: 2.0.1(gpu)

Staleness Report: 2.0.1(cpu)

sagemaker-distribution-bot commented Nov 13, 2024

Python Package Size Report (GPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Top-20 Largest Python Packages

Python Package Size Delta

Python Package Size Report (CPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Top-20 Largest Python Packages

Python Package Size Delta

sagemaker-distribution-bot commented Nov 13, 2024

Python Package Dependency Report

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

sagemaker-distribution-bot commented Nov 13, 2024

AWS CodeBuild CI Report

claytonparnell commented Nov 13, 2024

sagemaker-distribution-bot commented Nov 14, 2024

Staleness Report: 2.0.1(gpu)

Staleness Report: 2.0.1(cpu)

sagemaker-distribution-bot commented Nov 14, 2024

Python Package Size Report (GPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Top-20 Largest Python Packages

Python Package Size Delta

Python Package Size Report (CPU)

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Python Packages Total Size Summary

Top-20 Largest Python Packages

Python Package Size Delta

sagemaker-distribution-bot commented Nov 14, 2024

Python Package Dependency Report

Target Image Version: 2.0.1 | Base Image Version: 2.0.0

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

Image Type: (GPU)

Image Type: (CPU)

sagemaker-distribution-bot commented Nov 14, 2024

AWS CodeBuild CI Report

claytonparnell commented Nov 14, 2024

github-actions bot commented Nov 13, 2024 •

edited by claytonparnell

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