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Error searching for package patsy after 5 attempts: Command '['conda', 'search', '-c', 'conda-forge', 'patsy==1.0.2', '--json']' returned non-zero exit status 1.
Python Package Size Report (GPU)
Target Image Version: 4.3.1 | Base Image Version: 4.3.0
Python Packages Total Size Summary
Target Version Total Size
Base Version Total Size
Size Change (abs)
Size Change (%)
4.25GB
4.25GB
1.60MB
0.04
Top-20 Largest Python Packages
Package
Version in the Target Image
Size
libcudnn
9.10.2.21
502.42MB
libcublas
12.9.2.10
446.01MB
libmagma
2.9.0
354.08MB
nccl
2.30.7.1
228.33MB
libcusparse
12.5.10.65
199.17MB
libcusolver
11.7.5.82
195.64MB
onnxruntime
1.26.0
195.38MB
deltalake
1.5.0
174.32MB
triton
3.4.0
166.39MB
libcufft
11.4.1.4
154.57MB
libtensorflow_cc
2.19.1
139.55MB
mkl
2025.3.1
119.62MB
cuda-nvrtc
12.9.86
64.07MB
sagemaker-code-editor
1.10.1
61.01MB
libcudss
0.7.1.4
59.83MB
tensorflow-base
2.19.1
59.47MB
libtorch
2.8.0
56.34MB
qt6-main
6.9.2
50.13MB
libcurand
10.3.10.19
44.08MB
libllvm21
21.1.0
42.31MB
Python Package Size Delta
The total size of newly introduced Python packages is 13.96KB, accounts for 0.0% of the total package size.
Package
Version in the Target Image
Version in the Base Image
Size Change (abs)
Size Change (%)
llvmlite
0.48.0
0.47.0
2.95MB
9.61
google-auth
2.56.0
2.55.1
242.02KB
164.61
uv
0.11.30
0.11.28
166.61KB
0.81
sagemaker-studio
1.1.26
1.1.22
67.95KB
14.64
google-api-core
2.29.0
2.31.0
63.42KB
61.9
numba
0.66.0
0.65.1
41.47KB
0.96
google-cloud-bigquery-core
3.42.2
3.18.0
37.75KB
24.72
filelock
3.32.0
3.29.7
36.66KB
94.66
docker-cli
29.6.2
29.6.1
26.63KB
0.29
libjpeg-turbo
3.2.0
3.1.4.1
18.59KB
3.0
yarl
1.24.5
1.24.2
15.51KB
11.16
thrift
0.24.0
0.23.0
13.56KB
9.92
ld_impl_linux-64
2.46.1
2.45.1
13.29KB
1.86
langsmith
0.10.9
0.10.2
12.58KB
3.07
pyathena
3.35.2
3.32.0
11.39KB
9.8
gflags
2.3.0
2.2.2
11.10KB
9.5
snowflake-sqlalchemy
1.11.0
1.10.2
10.99KB
12.4
fastcore
2.1.4
2.0.1
9.30KB
9.03
databricks-sdk
0.122.0
0.120.0
8.83KB
1.53
pywin32
312
-
8.71KB
-
tomlkit
0.15.1
0.15.0
7.70KB
19.15
wayland
1.26.0
1.25.0
6.25KB
1.92
google-api-core-grpc
2.29.0
-
5.25KB
-
s3transfer
0.19.1
0.17.1
5.02KB
7.47
aiohttp
3.14.2
3.14.1
3.72KB
0.4
boto3
1.43.46
1.43.0
3.13KB
3.74
anyio
4.14.2
4.14.1
3.08KB
1.96
c-ares
1.34.8
1.34.6
2.98KB
1.47
cyclopts
4.22.0
4.20.0
2.67KB
1.49
sagemaker-core
2.16.0
2.15.0
2.47KB
0.34
apsw
3.53.3.1
3.53.3.0
2.04KB
0.17
fastapi-cli
0.0.32
0.0.29
1.34KB
7.09
menuinst
2.5.2
2.5.1
1.24KB
0.53
schema
0.7.8
0.7.7
1.05KB
2.57
typer
0.27.0
0.26.8
878.00B
0.47
conda-libmamba-solver
26.7.0
26.6.0
806.00B
1.83
jaraco.functools
4.6.0
4.5.0
536.00B
2.9
rich-toolkit
0.20.3
0.20.1
493.00B
1.44
slack-bolt
1.30.0
1.29.0
395.00B
0.34
platformdirs
4.11.0
4.10.0
324.00B
1.23
smart_open
8.0.1
8.0.0
305.00B
0.5
fastapi-core
0.139.2
0.139.0
228.00B
0.22
joserfc
1.7.4
1.7.3
217.00B
0.4
regex
2026.7.19
2026.6.28
178.00B
0.05
duckdb
1.5.1
1.5.4
94.00B
1.21
sse-starlette
3.4.6
3.4.5
37.00B
0.17
fastapi
0.139.2
0.139.0
9.00B
0.19
smart-open
8.0.1
8.0.0
6.00B
0.12
virtualenv
21.7.0
21.6.0
-1.00B
-0.0
proto-plus
1.28.1
1.28.0
-12.00B
-0.03
python-discovery
1.5.0
1.4.4
-66.00B
-0.18
coverage
7.15.2
7.15.0
-119.00B
-0.04
opentelemetry-proto
1.44.0
1.43.0
-203.00B
-0.4
sagemaker-jupyterlab-extension-common
0.4.7
0.4.6
-259.00B
-0.1
tqdm
4.69.0
4.68.4
-265.00B
-0.04
websockets
16.1.1
16.1
-298.00B
-0.1
tzdata
2026c
2025c
-355.00B
-0.3
sqlalchemy-bigquery
1.17.0
1.16.0
-755.00B
-1.99
colorlog
6.11.0
6.10.1
-1.95KB
-10.11
hf-xet
1.5.2
1.5.1
-12.03KB
-0.35
jupyterlab
4.5.10
4.5.9
-21.24KB
-0.27
python-flatbuffers
25.12.19
25.9.23
-21.83KB
-38.6
pynacl
1.5.0
1.6.2
-23.40KB
-2.09
asttokens
3.0.2
3.0.1
-26.75KB
-44.16
soupsieve
2.9.1
2.8.4
-30.83KB
-44.44
aiobotocore
3.8.0
3.7.0
-54.11KB
-39.44
opencensus
0.11.4
0.11.3
-56.56KB
-44.14
docker-py
7.2.0
7.1.0
-82.97KB
-42.53
python-duckdb
1.5.1
1.5.4
-91.45KB
-0.55
gitpython
3.1.53
3.1.50
-126.68KB
-44.01
sagemaker-jupyterlab-extension
0.5.10
0.5.9
-169.65KB
-38.11
narwhals
2.24.0
2.23.0
-363.33KB
-56.2
botocore
1.43.46
1.43.0
-719.79KB
-7.68
Python Package Size Report (CPU)
Target Image Version: 4.3.1 | Base Image Version: 4.3.0
Python Packages Total Size Summary
Target Version Total Size
Base Version Total Size
Size Change (abs)
Size Change (%)
1.76GB
1.76GB
1.94MB
0.11
Top-20 Largest Python Packages
Package
Version in the Target Image
Size
onnxruntime
1.26.0
195.38MB
deltalake
1.5.0
174.32MB
libtensorflow_cc
2.19.1
139.55MB
mkl
2025.3.1
119.62MB
sagemaker-code-editor
1.10.1
61.01MB
tensorflow-base
2.19.1
59.47MB
libtorch
2.8.0
56.34MB
qt6-main
6.9.2
50.13MB
libllvm21
21.1.0
42.31MB
ray-core
2.55.1
39.56MB
llvmlite
0.48.0
33.72MB
python
3.12.13
30.14MB
pytorch
2.8.0
25.85MB
panel-core
1.9.3
23.07MB
panel
1.9.3
23.02MB
pandoc
3.10
21.47MB
libclang-cpp21.1
21.1.0
20.15MB
uv
0.11.30
20.14MB
amazon_sagemaker_sql_editor
0.2.6
17.77MB
nodejs
20.19.6
16.50MB
Python Package Size Delta
The total size of newly introduced Python packages is 8.71KB, accounts for 0.0% of the total package size.
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