[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v163
== Comparing pip list --format=freeze ==
> a2a-sdk==0.3.10
absolufy-imports==0.3.1 <
> aiobotocore==2.25.1
aiohttp==3.12.15 | aiohttp==3.13.2
> aioitertools==0.12.0
alembic==1.16.5 | alembic==1.17.1
arrow==1.3.0 | arrow==1.4.0
> asn1crypto==1.5.1
attrs==25.3.0 | attrs==25.4.0
Authlib==1.6.4 | Authlib==1.6.5
beartype==0.21.0 | beartype==0.22.5
> blake3==1.0.8
boto3==1.40.39 | boto3==1.40.61
botocore==1.40.39 | botocore==1.40.61
bq_helper==0.4.1 <
cachetools==5.5.2 | cachetools==6.2.1
certifi==2025.8.3 | certifi==2025.10.5
charset-normalizer==3.4.3 | charset-normalizer==3.4.4
cloudpickle==3.1.1 | cloudpickle==3.1.2
colorlog==6.9.0 | colorlog==6.10.1
coverage==7.10.7 | coverage==7.11.0
cryptography==46.0.1 | cryptography==46.0.3
cuda-bindings==12.9.2 | cuda-bindings==12.9.4
cuda-pathfinder==1.2.3 | cuda-pathfinder==1.3.2
cuda-python==12.9.2 | cuda-python==12.9.4
cytoolz==1.0.1 | cytoolz==1.1.0
daal==2025.8.0 | daal==2025.9.0
datasets==4.1.1 | datasets==4.4.1
Deprecated==1.2.18 | Deprecated==1.3.1
execnb==0.1.14 | execnb==0.1.15
fastai==2.8.4 | fastai==2.8.5
fastcore==1.8.11 | fastcore==1.8.15
> fastuuid==0.14.0
filelock==3.19.1 | filelock==3.20.0
frozenlist==1.7.0 | frozenlist==1.8.0
fsspec==2025.9.0 | fsspec==2025.10.0
gensim==4.3.3 | gensim==4.4.0
google-adk==1.14.1 | google-adk==1.18.0
google-api-core==1.34.1 | google-api-core==2.28.1
google-auth==2.40.3 | google-auth==2.38.0
google-cloud-aiplatform==1.105.0 | google-cloud-aiplatform==1.125.0
google-cloud-appengine-logging==1.6.2 | google-cloud-appengine-logging==1.7.0
google-cloud-audit-log==0.3.2 | google-cloud-audit-log==0.4.0
google-cloud-automl==1.0.1 | google-cloud-bigquery==3.35.1
google-cloud-bigquery==3.25.0 <
google-cloud-bigtable==2.32.0 | google-cloud-bigtable==2.34.0
> google-cloud-discoveryengine==0.13.12
> google-cloud-monitoring==2.28.0
google-cloud-secret-manager==2.24.0 | google-cloud-secret-manager==2.25.0
google-cloud-speech==2.33.0 | google-cloud-speech==2.34.0
google-cloud-storage==2.19.0 | google-cloud-storage==3.5.0
google-cloud-trace==1.16.2 | google-cloud-trace==1.17.0
google-cloud-videointelligence==2.16.2 | google-cloud-videointelligence==2.17.0
google-cloud-vision==3.10.2 | google-cloud-vision==3.11.0
google-genai==1.27.0 | google-genai==1.48.0
grpcio==1.75.1 | grpcio==1.74.0
grpcio-status==1.49.0rc1 | grpcio-status==1.71.2
h2o==3.46.0.7 | h2o==3.46.0.8
hf-xet==1.1.10 | hf-xet==1.2.0
httpx-sse==0.4.1 | httpx-sse==0.4.3
huggingface-hub==1.0.0rc2 | huggingface-hub==0.36.0
idna==3.10 | idna==3.11
igraph==0.11.9 | igraph==1.0.0
ipympl==0.9.7 | ipympl==0.9.8
> jupyter_server_proxy==4.4.0
jupyterlab_server==2.27.3 | jupyterlab_server==2.28.0
lark==1.3.0 | lark==1.3.1
> litellm==1.76.3
MarkupSafe==3.0.2 | MarkupSafe==3.0.3
mcp==1.15.0 | mcp==1.20.0
minify_html==0.16.4 | minify_html==0.18.1
mkl==2025.2.0 | mkl==2025.3.0
mne==1.10.1 | mne==1.10.2
model-signing==1.0.1 | model-signing==1.1.1
mpld3==0.5.11 | mpld3==0.5.12
msgpack==1.1.1 | msgpack==1.1.2
multidict==6.6.4 | multidict==6.7.0
multiprocess==0.70.16 | multiprocess==0.70.18
nbdev==2.4.5 | nbdev==2.4.6
nltk==3.9.1 | nltk==3.9.2
> onemkl-license==2025.3.0
open_spiel==1.6.1 | open_spiel==1.6.9
openai==1.97.1 | openai==2.7.1
opentelemetry-exporter-gcp-trace==1.9.0 | opentelemetry-exporter-gcp-logging==1.11.0a0
opentelemetry-resourcedetector-gcp==1.9.0a0 | opentelemetry-exporter-gcp-monitoring==1.11.0a0
> opentelemetry-exporter-gcp-trace==1.11.0
> opentelemetry-exporter-otlp-proto-common==1.37.0
> opentelemetry-exporter-otlp-proto-http==1.37.0
> opentelemetry-proto==1.37.0
> opentelemetry-resourcedetector-gcp==1.11.0a0
platformdirs==4.4.0 | platformdirs==4.5.0
plum-dispatch==2.5.7 | plum-dispatch==2.6.0
propcache==0.3.2 | propcache==0.4.1
protobuf==3.20.3 | protobuf==6.33.0
psutil==7.1.0 | psutil==7.1.3
pudb==2025.1.1 | pudb==2025.1.3
pydantic==2.12.0a1 | pydantic==2.12.4
pydantic_core==2.37.2 | pydantic_core==2.41.5
pymongo==4.15.1 | pymongo==4.15.3
pypdf==6.1.0 | pypdf==6.1.3
python-bidi==0.6.6 | python-bidi==0.6.7
python-dotenv==1.1.1 | python-dotenv==1.2.1
python-json-logger==3.3.0 | python-json-logger==4.0.0
pytokens==0.1.10 | pytokens==0.3.0
pytorch-ignite==0.5.2 | pytorch-ignite==0.5.3
ray==2.49.2 | ray==2.51.1
regex==2025.9.18 | regex==2025.11.3
rich==14.1.0 | rich==14.2.0
> rouge_score==0.1.2
> ruamel.yaml==0.18.16
> ruamel.yaml.clib==0.2.14
s3fs==0.4.2 | s3fs==2025.3.0
scikit-learn-intelex==2025.8.0 | scikit-learn-intelex==2025.9.0
setuptools-scm==9.2.0 | setuptools-scm==9.2.2
sigstore==4.0.0 | sigstore==4.1.0
> simpervisor==1.0.0
sqlalchemy-spanner==1.16.0 | sqlalchemy-spanner==1.17.1
sse-starlette==3.0.2 | sse-starlette==3.0.3
tbb==2022.2.0 | tbb==2022.3.0
tbb4py==2022.2.0 | tbb4py==2022.3.0
tblib==3.1.0 | tblib==3.2.1
tenacity==8.5.0 | tenacity==9.1.2
toolz==1.0.0 | toolz==1.1.0
typer-slim==0.19.2 | typer-slim==0.20.0
types-python-dateutil==2.9.0.20250822 <
typing-inspection==0.4.1 | typing-inspection==0.4.2
widgetsnbextension==4.0.14 | widgetsnbextension==4.0.15
xvfbwrapper==0.2.14 | xvfbwrapper==0.2.15
xxhash==3.5.0 | xxhash==3.6.0
yarl==1.20.1 | yarl==1.22.0
ydf==0.9.0 | ydf==0.13.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
ghostscript==9.55.0~dfsg1-0ubuntu5.12 | ghostscript==9.55.0~dfsg1-0ubuntu5.13
libgs9:amd64==9.55.0~dfsg1-0ubuntu5.12 | libgs9:amd64==9.55.0~dfsg1-0ubuntu5.13
libgs9-common==9.55.0~dfsg1-0ubuntu5.12 | libgs9-common==9.55.0~dfsg1-0ubuntu5.13
xserver-common==2:21.1.4-2ubuntu1.7~22.04.15 | xserver-common==2:21.1.4-2ubuntu1.7~22.04.16
xvfb==2:21.1.4-2ubuntu1.7~22.04.15 | xvfb==2:21.1.4-2ubuntu1.7~22.04.16
== Comparing printenv | sort ==
BUILD_DATE=20250926-190734 | BUILD_DATE=20251105-184649
GIT_COMMIT=3e031bac8b3c6d484215bdd6de6e33c0c51cd4fb | GIT_COMMIT=e756e929cb98b6c8ef6e016c0c0f917536c4c871
HOSTNAME=2e7d8f23a773 | HOSTNAME=769b1fad8b53