[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-images/python:v164
== Comparing pip list --format=freeze ==
a2a-sdk==0.3.10 <
accelerate==1.9.0 | absolufy-imports==0.3.1
aiobotocore==2.25.1 | accelerate==1.11.0
aioitertools==0.12.0 <
aiosqlite==0.21.0 | aiosqlite==0.22.0
alembic==1.17.1 | alembic==1.4.3
annoy==1.17.3 <
anyio==4.11.0 | anyio==4.12.0
argon2-cffi-bindings==21.2.0 | argon2-cffi-bindings==25.1.0
array_record==0.7.2 | array_record==0.8.1
arviz==0.21.0 | arviz==0.22.0
astropy==7.1.0 | astropy==7.1.1
astropy-iers-data==0.2025.7.21.0.41.39 | astropy-iers-data==0.2025.10.20.0.39.8
asttokens==3.0.0 | asttokens==3.0.1
> async-generator==1.10
> autopage==0.5.2
backports.tarfile==1.2.0 <
beartype==0.22.5 | beartype==0.22.2
beautifulsoup4==4.13.4 | beautifulsoup4==4.13.5
bigframes==2.12.0 | bigframes==2.26.0
bigquery-magics==0.10.1 | bigquery-magics==0.10.3
black==25.9.0 | black==25.12.0
blobfile==3.0.0 | blobfile==3.1.0
blosc2==3.6.1 | blosc2==3.10.2
boto3==1.40.61 | boto3==1.42.10
botocore==1.40.61 | botocore==1.42.10
branca==0.8.1 | branca==0.8.2
build==1.2.2.post1 | build==1.3.0
cachetools==6.2.1 | cachetools==5.5.2
Cartopy==0.24.1 | Cartopy==0.25.0
category_encoders==2.7.0 | category_encoders==2.9.0
certifi==2025.10.5 | certifi==2025.11.12
click==8.3.0 | click==8.3.1
> cliff==4.13.0
cloudpathlib==0.21.1 | cloud-sql-python-connector==1.19.0
cloudpickle==3.1.2 | cloudpathlib==0.23.0
> cloudpickle==3.1.1
> clu==0.0.12
> cmaes==0.12.0
> cmd2==2.7.0
contourpy==1.3.2 | contourpy==1.3.3
coverage==7.11.0 | coverage==7.13.0
cramjam==2.10.0 | cramjam==2.11.0
cuda-bindings==12.9.4 | cuda-python==12.6.2.post1
cuda-pathfinder==1.3.2 | cudf-cu12==25.6.0
cuda-python==12.9.4 <
cudf-cu12==25.2.2 <
cuml-cu12==25.2.1 | cuml-cu12==25.6.0
cupy-cuda12x==13.6.0 | cupy-cuda12x==13.3.0
curl_cffi==0.12.0 | curl_cffi==0.13.0
cuvs-cu12==25.2.1 | cuvs-cu12==25.6.1
daal==2025.9.0 | daal==2025.10.0
dask==2024.12.1 | dask==2025.5.0
dask-cuda==25.2.0 | dask-cuda==25.6.0
dask-cudf-cu12==25.2.2 | dask-cudf-cu12==25.6.0
dask-expr==1.1.21 <
diffusers==0.34.0 | diffusers==0.35.2
distributed==2024.12.1 | distributed==2025.5.0
distributed-ucxx-cu12==0.42.0 | distributed-ucxx-cu12==0.44.0
> durationpy==0.10
eli5==0.13.0 <
fastai==2.8.5 | fastai==2.8.4
fastapi==0.116.1 | fastapi==0.119.1
fastcore==1.8.15 | fastcore==1.8.13
fastjsonschema==2.21.1 | fastjsonschema==2.21.2
fastuuid==0.14.0 <
ffmpy==0.6.1 | ffmpy==0.6.3
filelock==3.20.0 | filelock==3.20.1
Flask==3.1.1 | Flask==3.1.2
flatbuffers==25.2.10 | flatbuffers==25.9.23
flax==0.10.6 | flax==0.10.7
fonttools==4.59.0 | fonttools==4.60.1
> gemma==3.3.0
geographiclib==2.0 | geographiclib==2.1
geopandas==0.14.4 | geopandas==1.1.1
google-adk==1.18.0 | google-adk==0.0.1
google-api-core==2.28.1 | google-api-core==2.26.0
google-api-python-client==2.177.0 | google-api-python-client==2.185.0
google-cloud-aiplatform==1.125.0 | google-cloud-aiplatform==1.121.0
google-cloud-bigquery==3.35.1 | google-cloud-bigquery==3.38.0
google-cloud-bigquery-connection==1.18.3 | google-cloud-bigquery-connection==1.19.0
google-cloud-bigtable==2.34.0 | google-cloud-bigtable==2.33.0
google-cloud-dataproc==5.21.0 | google-cloud-dataproc==5.23.0
google-cloud-functions==1.20.4 | google-cloud-functions==1.21.0
google-cloud-iam==2.19.1 | google-cloud-language==2.18.0
google-cloud-language==2.17.2 <
google-cloud-resource-manager==1.14.2 | google-cloud-resource-manager==1.15.0
google-cloud-spanner==3.56.0 | google-cloud-spanner==3.58.0
google-cloud-storage==3.5.0 | google-cloud-storage==2.19.0
google-genai==1.48.0 | google-genai==1.45.0
googleapis-common-protos==1.70.0 | googleapis-common-protos==1.71.0
gradio==5.38.1 | gradio==5.49.1
gradio_client==1.11.0 | gradio_client==1.13.3
> grain==0.2.15
greenlet==3.2.3 | greenlet==3.2.4
grpc-google-iam-v1==0.14.2 | grpc-google-iam-v1==0.14.3
grpcio==1.74.0 | grpcio==1.75.1
grpclib==0.4.8 | grpclib==0.4.9
gym-notices==0.0.8 | gym-notices==0.1.0
h2o==3.46.0.8 | h2o==3.46.0.9
h5netcdf==1.6.3 | h5netcdf==1.7.2
h5py==3.14.0 | h5py==3.15.1
hf-xet==1.2.0 | hf-xet==1.2.1rc0
holidays==0.77 | holidays==0.82
httplib2==0.22.0 | httplib2==0.31.0
humanize==4.12.3 | humanize==4.14.0
ImageHash==4.3.1 | ImageHash==4.3.2
imbalanced-learn==0.13.0 | imbalanced-learn==0.14.0
immutabledict==4.2.1 | immutabledict==4.2.2
iniconfig==2.1.0 | iniconfig==2.3.0
intel-cmplr-lib-rt==2024.2.0 | intel-cmplr-lib-ur==2025.2.1
intel-cmplr-lib-ur==2024.2.0 | intel-openmp==2025.2.1
intel-openmp==2024.2.0 | ipyevents==2.0.4
ipyevents==2.0.2 <
jaraco.functools==4.2.1 | jaraco.functools==4.3.0
jax==0.5.2 | jax==0.7.2
jax-cuda12-pjrt==0.5.1 | jax-cuda12-pjrt==0.7.2
jax-cuda12-plugin==0.5.1 | jax-cuda12-plugin==0.7.2
jaxlib==0.5.1 | jaxlib==0.7.2
> jaxtyping==0.3.4
jiter==0.10.0 | jiter==0.11.1
joblib==1.5.2 | joblib==1.5.3
jsonschema==4.25.0 | jsonschema==4.25.1
jsonschema-specifications==2025.4.1 | jsonschema-specifications==2025.9.1
jupyter_client==8.6.3 | jupyter_client==7.4.9
jupyter-console==6.1.0 | jupyter-console==6.6.3
jupyter_core==5.8.1 | jupyter_core==5.9.1
jupytext==1.17.2 | jupytext==1.17.3
keras==3.8.0 | kauldron==1.3.0
> keras==3.10.0
keras-hub==0.18.1 | keras-hub==0.21.1
keras-nlp==0.18.1 | keras-nlp==0.21.1
keras-tuner==1.4.7 | keras-tuner==1.4.8
kiwisolver==1.4.8 | kiwisolver==1.4.9
kornia==0.8.1 | kornia==0.8.2
kornia_rs==0.1.9 | kornia_rs==0.1.10
> kubernetes==33.1.0
langchain-core==0.3.72 | langchain-core==0.3.79
langchain-text-splitters==0.3.9 | langchain-text-splitters==0.3.11
langsmith==0.4.8 | langsmith==0.4.37
lark==1.3.1 | lark==1.3.0
libcudf-cu12==25.2.2 | libcudf-cu12==25.6.0
libcuml-cu12==25.2.1 | libcuml-cu12==25.6.0
libcuvs-cu12==25.2.1 | libcuvs-cu12==25.6.1
libkvikio-cu12==25.2.1 | libkvikio-cu12==25.6.0
libraft-cu12==25.2.0 | libraft-cu12==25.6.0
libucxx-cu12==0.42.0 | libucxx-cu12==0.44.0
litellm==1.76.3 <
marisa-trie==1.2.1 | marisa-trie==1.3.1
Markdown==3.8.2 | Markdown==3.9
matplotlib==3.7.2 | matplotlib==3.10.0
mcp==1.20.0 | mcp==1.18.0
mdit-py-plugins==0.4.2 | mdit-py-plugins==0.5.0
> mediapy==1.2.4
mkl==2025.3.0 | mkl==2025.2.0
mkl-fft==1.3.8 <
mkl-random==1.2.4 <
mkl-service==2.4.1 <
mkl-umath==0.1.1 <
ml-dtypes==0.4.1 | ml_dtypes==0.5.3
mne==1.10.2 | mne==1.11.0
more-itertools==10.7.0 | more-itertools==10.8.0
narwhals==1.48.1 | narwhals==2.9.0
nbclassic==1.3.1 | nbclassic==1.3.3
nilearn==0.10.4 | nilearn==0.12.1
notebook==6.5.4 | notebook==6.5.7
numba-cuda==0.2.0 | numba-cuda==0.11.0
numexpr==2.11.0 | numexpr==2.14.1
numpy==1.26.4 | numpy==2.0.2
nvidia-cublas-cu12==12.5.3.2 | nvidia-cublas-cu12==12.6.4.1
nvidia-cuda-cupti-cu12==12.5.82 | nvidia-cuda-cupti-cu12==12.6.80
nvidia-cuda-nvrtc-cu12==12.5.82 | nvidia-cuda-nvrtc-cu12==12.6.77
nvidia-cuda-runtime-cu12==12.5.82 | nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.3.0.75 | nvidia-cudnn-cu12==9.10.2.21
nvidia-cufft-cu12==11.2.3.61 | nvidia-cufft-cu12==11.3.0.4
nvidia-curand-cu12==10.3.6.82 | nvidia-cufile-cu12==1.11.1.6
nvidia-cusolver-cu12==11.6.3.83 | nvidia-curand-cu12==10.3.7.77
nvidia-cusparse-cu12==12.5.1.3 | nvidia-cusolver-cu12==11.7.1.2
nvidia-cusparselt-cu12==0.6.2 | nvidia-cusparse-cu12==12.5.4.2
> nvidia-cusparselt-cu12==0.7.1
nvidia-nccl-cu12==2.21.5 | nvidia-nccl-cu12==2.27.3
nvidia-nvcomp-cu12==4.2.0.11 | nvidia-nvjitlink-cu12==12.6.85
nvidia-nvjitlink-cu12==12.5.82 | nvidia-nvshmem-cu12==3.4.5
nvidia-nvtx-cu12==12.4.127 | nvidia-nvtx-cu12==12.6.77
onemkl-license==2025.3.0 | onnx==1.20.0
onnx==1.18.0 | open_spiel==1.6.10
open_spiel==1.6.9 | openai==1.109.1
openai==2.7.1 <
openslide-bin==4.0.0.8 | openslide-bin==4.0.0.10
openslide-python==1.4.2 | openslide-python==1.4.3
opentelemetry-exporter-gcp-logging==1.11.0a0 | opentelemetry-exporter-gcp-logging==1.10.0a0
opentelemetry-exporter-gcp-monitoring==1.11.0a0 | opentelemetry-exporter-gcp-monitoring==1.10.0a0
opentelemetry-exporter-gcp-trace==1.11.0 | opentelemetry-exporter-gcp-trace==1.10.0
opentelemetry-resourcedetector-gcp==1.11.0a0 | opentelemetry-resourcedetector-gcp==1.10.0a0
optax==0.2.5 | optax==0.2.6
optree==0.16.0 | optree==0.17.0
optuna==4.5.0 | optuna==2.10.1
orbax-checkpoint==0.11.19 | orbax-checkpoint==0.11.25
orjson==3.11.0 | orjson==3.11.3
osqp==1.0.4 | osqp==1.0.5
pandas==2.2.3 | pandas==2.2.2
panel==1.7.5 | panel==1.8.2
parso==0.8.4 | parso==0.8.5
parsy==2.1 | parsy==2.2
patsy==1.0.1 | patsy==1.0.2
peft==0.16.0 | peft==0.17.1
platformdirs==4.5.0 | platformdirs==4.5.1
plum-dispatch==2.6.0 | plum-dispatch==2.5.8
polars==1.25.0 | polars==1.25.2
prometheus_client==0.22.1 | prometheus_client==0.23.1
prompt_toolkit==3.0.51 | prompt_toolkit==3.0.52
protobuf==6.33.0 | protobuf==5.29.5
psutil==7.1.3 | psutil==5.9.5
psycopg2==2.9.10 | psycopg2==2.9.11
psygnal==0.14.0 | psygnal==0.15.0
pudb==2025.1.3 | pudb==2025.1.5
pyarrow==19.0.1 | pyarrow==22.0.0
pyclipper==1.3.0.post6 | pyclipper==1.4.0
pydantic==2.12.4 | pydantic==2.12.5
pydegensac==0.1.2 <
PyDrive==1.3.1 <
pygit2==1.18.0 | pygit2==1.18.2
pylibcudf-cu12==25.2.2 | pylibcudf-cu12==25.6.0
pylibraft-cu12==25.2.0 | pylibraft-cu12==25.6.0
pymc==5.25.1 | pymc==5.26.1
pymc3==3.11.4 | pymongo==4.15.5
pymongo==4.15.3 <
pynvjitlink-cu12==0.5.2 | pynvjitlink-cu12==0.7.0
pyogrio==0.11.0 | pyogrio==0.11.1
pyomo==6.9.2 | pyomo==6.9.5
PyOpenGL==3.1.9 | PyOpenGL==3.1.10
pyparsing==3.0.9 | pyparsing==3.2.5
pypdf==6.1.3 | pypdf==6.4.2
pyperclip==1.9.0 | pyperclip==1.11.0
pyproj==3.7.1 | pyproj==3.7.2
pyshp==2.3.1 | pyshp==3.0.2.post1
pytensor==2.31.7 | pytensor==2.35.1
pytest==8.4.1 | pytest==8.4.2
python-dotenv==1.2.1 | python-dotenv==1.1.1
> python-editor==1.0.4
python-lsp-server==1.13.1 | python-lsp-server==1.14.0
pytorch-lightning==2.5.5 | pytorch-lightning==2.6.0
PyWavelets==1.8.0 | PyWavelets==1.9.0
raft-dask-cu12==25.2.0 | raft-dask-cu12==25.6.0
rapids-dask-dependency==25.2.0 | rapids-dask-dependency==25.6.0
rapids-logger==0.1.1 | rapids-logger==0.1.19
ray==2.51.1 | ray==2.52.1
referencing==0.36.2 | referencing==0.37.0
rmm-cu12==25.2.0 | rich-argparse==1.7.2
> rmm-cu12==25.6.0
rouge_score==0.1.2 | rpds-py==0.27.1
rpds-py==0.26.0 <
ruamel.yaml==0.18.16 | ruff==0.14.1
ruamel.yaml.clib==0.2.14 | s3fs==0.4.2
ruff==0.12.5 | s3transfer==0.16.0
s3fs==2025.3.0 <
s3transfer==0.14.0 <
safetensors==0.5.3 | safetensors==0.6.2
scikit-learn==1.2.2 | scikit-learn==1.6.1
scikit-learn-intelex==2025.9.0 | scikit-learn-intelex==2025.10.0
scooby==0.10.1 | scooby==0.10.2
scs==3.2.7.post2 | scs==3.2.9
seaborn==0.12.2 | seaborn==0.13.2
SecretStorage==3.3.3 | SecretStorage==3.4.0
semver==3.0.4 <
sentence-transformers==4.1.0 | sentence-transformers==5.1.1
sentencepiece==0.2.0 | sentencepiece==0.2.1
sentry-sdk==2.33.2 | sentry-sdk==2.42.1
shap==0.44.1 | shap==0.49.1
simpleitk==2.5.2 | simpleitk==2.5.3
simplejson==3.20.1 | simplejson==3.20.2
simsimd==6.5.0 | simsimd==6.5.3
sklearn-compat==0.1.3 <
slicer==0.0.7 | slicer==0.0.8
smart_open==7.3.0.post1 | smart_open==7.4.0
soupsieve==2.7 | soupsieve==2.8
soxr==0.5.0.post1 | soxr==1.0.0
spanner-graph-notebook==1.1.7 | spanner-graph-notebook==1.1.8
SQLAlchemy==2.0.41 | SQLAlchemy==1.2.19
sqlalchemy-spanner==1.17.1 | sqlalchemy-spanner==1.17.0
sse-starlette==3.0.3 | sse-starlette==3.0.2
starlette==0.47.2 | starlette==0.48.0
> stevedore==5.6.0
stringzilla==3.12.5 | stringzilla==4.2.1
sympy==1.13.1 | sympy==1.13.3
tbb==2022.3.0 | tbb==2022.2.0
tbb4py==2022.3.0 | tblib==3.1.0
tblib==3.2.1 <
tenacity==9.1.2 | tenacity==8.5.0
tensorboard==2.18.0 | tensorboard==2.19.0
tensorflow==2.18.0 | tensorflow==2.19.0
tensorflow_decision_forests==1.11.0 | tensorflow_decision_forests==1.12.0
tensorflow-text==2.18.1 | tensorflow-text==2.19.0
tensorstore==0.1.74 | tensorstore==0.1.78
tf_keras==2.18.0 | tf_keras==2.19.0
Theano==1.0.5 <
Theano-PyMC==1.1.2 <
tifffile==2025.6.11 | tifffile==2025.10.16
tiktoken==0.9.0 | tiktoken==0.12.0
timm==1.0.19 | timm==1.0.20
tokenizers==0.21.2 | tokenizers==0.22.1
toolz==1.1.0 | toolz==0.12.1
torch==2.6.0+cu124 | torch==2.8.0+cu126
torchaudio==2.6.0+cu124 | torchaudio==2.8.0+cu126
torchvision==0.21.0+cu124 | torchvision==0.23.0+cu126
tornado==6.5.2 | tornado==6.5.1
TPOT==0.12.1 | TPOT==0.12.2
transformers==4.53.3 | transformers==4.57.1
treescope==0.1.9 | treescope==0.1.10
triton==3.2.0 | triton==3.4.0
tsfresh==0.21.0 | tsfresh==0.21.1
typer==0.16.0 | typer==0.20.0
types-pytz==2025.2.0.20250516 | types-pytz==2025.2.0.20250809
types-setuptools==80.9.0.20250529 | types-setuptools==80.9.0.20250822
tzdata==2025.2 | tzdata==2025.3
ucx-py-cu12==0.42.0 | ucx-py-cu12==0.44.0
ucxx-cu12==0.42.0 | ucxx-cu12==0.44.0
urllib3==2.5.0 | urllib3==2.6.2
urwid==3.0.3 | urwid==3.0.4
uvicorn==0.35.0 | uvicorn==0.38.0
> wadler_lindig==0.1.7
wandb==0.21.0 | wandb==0.22.2
wcwidth==0.2.13 | wcwidth==0.2.14
websocket-client==1.8.0 | websocket-client==1.9.0
wrapt==1.17.2 | wrapt==2.0.0
xarray==2025.7.1 | xarray==2025.10.1
xgboost==2.0.3 | xgboost==3.1.0
xvfbwrapper==0.2.15 | xmanager==0.7.1
> xvfbwrapper==0.2.16
ydata-profiling==4.17.0 | ydata-profiling==4.18.0
yfinance==0.2.65 | yfinance==0.2.66
zstandard==0.23.0 | zstandard==0.25.0
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
bind9-dnsutils==1:9.18.30-0ubuntu0.22.04.2 | bind9-dnsutils==1:9.18.39-0ubuntu0.22.04.2
bind9-host==1:9.18.30-0ubuntu0.22.04.2 | bind9-host==1:9.18.39-0ubuntu0.22.04.2
bind9-libs:amd64==1:9.18.30-0ubuntu0.22.04.2 | bind9-libs:amd64==1:9.18.39-0ubuntu0.22.04.2
blt==2.5.3+dfsg-4.1build2 <
cpp-11==11.4.0-1ubuntu1~22.04 | cpp-11==11.4.0-1ubuntu1~22.04.2
curl==7.81.0-1ubuntu1.20 | curl==7.81.0-1ubuntu1.21
dconf-gsettings-backend:amd64==0.40.0-3 | dconf-gsettings-backend:amd64==0.40.0-3ubuntu0.1
dconf-service==0.40.0-3 | dconf-service==0.40.0-3ubuntu0.1
distro-info-data==0.52ubuntu0.9 | distro-info-data==0.52ubuntu0.11
dnsutils==1:9.18.30-0ubuntu0.22.04.2 | dnsutils==1:9.18.39-0ubuntu0.22.04.2
g++-11==11.4.0-1ubuntu1~22.04 | g++-11==11.4.0-1ubuntu1~22.04.2
gcc-11==11.4.0-1ubuntu1~22.04 | gcc-11==11.4.0-1ubuntu1~22.04.2
gcc-11-base:amd64==11.4.0-1ubuntu1~22.04 | gcc-11-base:amd64==11.4.0-1ubuntu1~22.04.2
gcc-12-base:amd64==12.3.0-1ubuntu1~22.04 | gcc-12-base:amd64==12.3.0-1ubuntu1~22.04.2
gfortran-11==11.4.0-1ubuntu1~22.04 | gfortran-11==11.4.0-1ubuntu1~22.04.2
gh==2.4.0+dfsg1-2 | gh==2.82.1
lib32gcc-s1==12.3.0-1ubuntu1~22.04 | lib32gcc-s1==12.3.0-1ubuntu1~22.04.2
lib32stdc++6==12.3.0-1ubuntu1~22.04 | lib32stdc++6==12.3.0-1ubuntu1~22.04.2
libasan6:amd64==11.4.0-1ubuntu1~22.04 | libasan6:amd64==11.4.0-1ubuntu1~22.04.2
libatomic1:amd64==12.3.0-1ubuntu1~22.04 | libatomic1:amd64==12.3.0-1ubuntu1~22.04.2
libc-dev-bin==2.35-0ubuntu3.10 | libc-dev-bin==2.35-0ubuntu3.11
libc6:amd64==2.35-0ubuntu3.10 | libc6:amd64==2.35-0ubuntu3.11
libc6-dev:amd64==2.35-0ubuntu3.10 | libc6-dev:amd64==2.35-0ubuntu3.11
libc6-i386==2.35-0ubuntu3.10 | libc6-i386==2.35-0ubuntu3.11
libcc1-0:amd64==12.3.0-1ubuntu1~22.04 | libcc1-0:amd64==12.3.0-1ubuntu1~22.04.2
> libcmark-gfm-extensions0.29.0.gfm.3:amd64==0.29.0.gfm.3-3
> libcmark-gfm0.29.0.gfm.3:amd64==0.29.0.gfm.3-3
libcups2:amd64==2.4.1op1-1ubuntu4.11 | libcups2:amd64==2.4.1op1-1ubuntu4.12
libcurl3-gnutls:amd64==7.81.0-1ubuntu1.20 | libcurl3-gnutls:amd64==7.81.0-1ubuntu1.21
libcurl4:amd64==7.81.0-1ubuntu1.20 | libcurl4:amd64==7.81.0-1ubuntu1.21
libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.20 | libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.21
libdconf1:amd64==0.40.0-3 | libdconf1:amd64==0.40.0-3ubuntu0.1
libgcc-11-dev:amd64==11.4.0-1ubuntu1~22.04 | libgcc-11-dev:amd64==11.4.0-1ubuntu1~22.04.2
libgcc-s1:amd64==12.3.0-1ubuntu1~22.04 | libgcc-s1:amd64==12.3.0-1ubuntu1~22.04.2
libgfortran-11-dev:amd64==11.4.0-1ubuntu1~22.04 | libgfortran-11-dev:amd64==11.4.0-1ubuntu1~22.04.2
libgfortran5:amd64==12.3.0-1ubuntu1~22.04 | libgfortran5:amd64==12.3.0-1ubuntu1~22.04.2
libglib2.0-data==2.72.4-0ubuntu2.5 | libglib2.0-data==2.72.4-0ubuntu2.6
libgomp1:amd64==12.3.0-1ubuntu1~22.04 | libgomp1:amd64==12.3.0-1ubuntu1~22.04.2
libgstreamer-plugins-base1.0-0:amd64==1.20.1-1ubuntu0.4 | libgstreamer-plugins-base1.0-0:amd64==1.20.1-1ubuntu0.5
libitm1:amd64==12.3.0-1ubuntu1~22.04 | libitm1:amd64==12.3.0-1ubuntu1~22.04.2
liblsan0:amd64==12.3.0-1ubuntu1~22.04 | liblsan0:amd64==12.3.0-1ubuntu1~22.04.2
libmysqlclient-dev==8.0.42-0ubuntu0.22.04.2 | libmysqlclient-dev==8.0.43-0ubuntu0.22.04.2
libmysqlclient21:amd64==8.0.42-0ubuntu0.22.04.2 | libmysqlclient21:amd64==8.0.43-0ubuntu0.22.04.2
libobjc-11-dev:amd64==11.4.0-1ubuntu1~22.04 | libobjc-11-dev:amd64==11.4.0-1ubuntu1~22.04.2
libobjc4:amd64==12.3.0-1ubuntu1~22.04 | libobjc4:amd64==12.3.0-1ubuntu1~22.04.2
libopenjp2-7:amd64==2.4.0-6ubuntu0.3 | libopenjp2-7:amd64==2.4.0-6ubuntu0.4
libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.3 | libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.4
libpam-systemd:amd64==249.11-0ubuntu3.16 | libpam-systemd:amd64==249.11-0ubuntu3.17
libpoppler-dev:amd64==22.02.0-2ubuntu0.8 | libpoppler-dev:amd64==22.02.0-2ubuntu0.11
libpoppler-private-dev:amd64==22.02.0-2ubuntu0.8 | libpoppler-private-dev:amd64==22.02.0-2ubuntu0.11
libpoppler118:amd64==22.02.0-2ubuntu0.8 | libpoppler118:amd64==22.02.0-2ubuntu0.11
libpq-dev==14.18-0ubuntu0.22.04.1 | libpq-dev==14.19-0ubuntu0.22.04.1
libpq5:amd64==14.18-0ubuntu0.22.04.1 | libpq5:amd64==14.19-0ubuntu0.22.04.1
libpython3.10:amd64==3.10.12-1~22.04.10 | libpython3.10:amd64==3.10.12-1~22.04.11
libpython3.10-dev:amd64==3.10.12-1~22.04.10 | libpython3.10-dev:amd64==3.10.12-1~22.04.11
libpython3.10-minimal:amd64==3.10.12-1~22.04.10 | libpython3.10-minimal:amd64==3.10.12-1~22.04.11
libpython3.10-stdlib:amd64==3.10.12-1~22.04.10 | libpython3.10-stdlib:amd64==3.10.12-1~22.04.11
libpython3.11:amd64==3.11.13-1+jammy1 | libpython3.12:amd64==3.12.12-1+jammy1
libpython3.11-dev:amd64==3.11.13-1+jammy1 | libpython3.12-dev:amd64==3.12.12-1+jammy1
libpython3.11-minimal:amd64==3.11.13-1+jammy1 | libpython3.12-stdlib:amd64==3.12.12-1+jammy1
libpython3.11-stdlib:amd64==3.11.13-1+jammy1 <
libquadmath0:amd64==12.3.0-1ubuntu1~22.04 | libquadmath0:amd64==12.3.0-1ubuntu1~22.04.2
librados2==17.2.7-0ubuntu0.22.04.2 | librados2==17.2.9-0ubuntu0.22.04.1
librbd1==17.2.7-0ubuntu0.22.04.2 | librbd1==17.2.9-0ubuntu0.22.04.1
libsqlite3-0:amd64==3.37.2-2ubuntu0.4 | libsqlite3-0:amd64==3.37.2-2ubuntu0.5
libsqlite3-dev:amd64==3.37.2-2ubuntu0.4 | libsqlite3-dev:amd64==3.37.2-2ubuntu0.5
libssl-dev:amd64==3.0.2-0ubuntu1.19 | libssl-dev:amd64==3.0.2-0ubuntu1.20
libssl3:amd64==3.0.2-0ubuntu1.19 | libssl3:amd64==3.0.2-0ubuntu1.20
libstdc++-11-dev:amd64==11.4.0-1ubuntu1~22.04 | libstdc++-11-dev:amd64==11.4.0-1ubuntu1~22.04.2
libstdc++6:amd64==12.3.0-1ubuntu1~22.04 | libstdc++6:amd64==12.3.0-1ubuntu1~22.04.2
libsystemd0:amd64==249.11-0ubuntu3.16 | libsystemd0:amd64==249.11-0ubuntu3.17
libtiff-dev:amd64==4.3.0-6ubuntu0.10 | libtiff-dev:amd64==4.3.0-6ubuntu0.12
libtiff5:amd64==4.3.0-6ubuntu0.10 | libtiff5:amd64==4.3.0-6ubuntu0.12
libtiffxx5:amd64==4.3.0-6ubuntu0.10 | libtiffxx5:amd64==4.3.0-6ubuntu0.12
libtsan0:amd64==11.4.0-1ubuntu1~22.04 | libtsan0:amd64==11.4.0-1ubuntu1~22.04.2
libubsan1:amd64==12.3.0-1ubuntu1~22.04 | libubsan1:amd64==12.3.0-1ubuntu1~22.04.2
libxml2:amd64==2.9.13+dfsg-1ubuntu0.7 | libxml2:amd64==2.9.13+dfsg-1ubuntu0.9
libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.7 | libxml2-dev:amd64==2.9.13+dfsg-1ubuntu0.9
libxnvctrl0:amd64==575.57.08-0ubuntu1 | libxnvctrl0:amd64==580.95.05-0ubuntu1
linux-headers-5.15.0-144==5.15.0-144.157 | linux-headers-5.15.0-160==5.15.0-160.170
linux-headers-5.15.0-144-generic==5.15.0-144.157 | linux-headers-5.15.0-160-generic==5.15.0-160.170
linux-headers-generic==5.15.0.144.141 | linux-headers-generic==5.15.0.160.156
locales==2.35-0ubuntu3.10 | locales==2.35-0ubuntu3.11
openjdk-11-jdk-headless:amd64==11.0.27+6~us1-0ubuntu1~22.04 | openjdk-11-jdk-headless:amd64==11.0.28+6-1ubuntu1~22.04.1
openjdk-11-jre-headless:amd64==11.0.27+6~us1-0ubuntu1~22.04 | openjdk-11-jre-headless:amd64==11.0.28+6-1ubuntu1~22.04.1
> pandoc==2.9.2.1-3ubuntu2
> pandoc-data==2.9.2.1-3ubuntu2
python3-tk:amd64==3.10.8-1~22.04 <
python3.10==3.10.12-1~22.04.10 | python3.10==3.10.12-1~22.04.11
python3.10-dev==3.10.12-1~22.04.10 | python3.10-dev==3.10.12-1~22.04.11
python3.10-minimal==3.10.12-1~22.04.10 | python3.10-minimal==3.10.12-1~22.04.11
python3.11==3.11.13-1+jammy1 | python3.12==3.12.12-1+jammy1
python3.11-dev==3.11.13-1+jammy1 | python3.12-dev==3.12.12-1+jammy1
python3.11-minimal==3.11.13-1+jammy1 | python3.12-tk:amd64==3.12.12-1+jammy1
r-cran-boot==1.3-31-1.ca2204.1 | r-cran-boot==1.3-32-1.ca2204.1
r-cran-broom==1.0.8-1.ca2204.1 | r-cran-broom==1.0.10-1.ca2204.1
r-cran-credentials==2.0.2-1.ca2204.1 | r-cran-credentials==2.0.3-1.ca2204.1
r-cran-curl==6.4.0-1.ca2204.1 | r-cran-curl==7.0.0-1.ca2204.1
r-cran-dbplyr==2.5.0-1.ca2204.1 | r-cran-dbplyr==2.5.1-1.ca2204.1
r-cran-devtools==2.4.5-1.ca2204.1 | r-cran-devtools==2.4.6-1.ca2204.1
r-cran-dtplyr==1.3.1-1.ca2204.1 | r-cran-dtplyr==1.3.2-1.ca2204.1
r-cran-evaluate==1.0.4-1.ca2204.1 | r-cran-evaluate==1.0.5-1.ca2204.1
r-cran-forcats==1.0.0-1.ca2204.1 | r-cran-forcats==1.0.1-1.ca2204.1
r-cran-gargle==1.5.2-1.ca2204.1 | r-cran-gargle==1.6.0-1.ca2204.1
r-cran-ggplot2==3.5.2-1.ca2204.1 | r-cran-ggplot2==4.0.0-1.ca2204.1
r-cran-googledrive==2.1.1-1.ca2204.1 | r-cran-googledrive==2.1.2-1.ca2204.1
r-cran-googlesheets4==1.1.1-1.ca2204.1 | r-cran-googlesheets4==1.1.2-1.ca2204.1
r-cran-hms==1.1.3-1.ca2204.1 | r-cran-hms==1.1.4-1.ca2204.1
r-cran-later==1.4.2-1.ca2204.1 | r-cran-later==1.4.4-1.ca2204.1
r-cran-magrittr==2.0.3-1.ca2204.1 | r-cran-magrittr==2.0.4-1.ca2204.1
r-cran-matrix==1.7-3-1.ca2204.1 | r-cran-matrix==1.7-4-1.ca2204.1
r-cran-openssl==2.3.3-1.ca2204.1 | r-cran-openssl==2.3.4-1.ca2204.1
r-cran-pillar==1.11.0-1.ca2204.1 | r-cran-otel==0.2.0-1.ca2204.1
> r-cran-pillar==1.11.1-1.ca2204.1
r-cran-pkgload==1.4.0-1.ca2204.1 | r-cran-pkgload==1.4.1-1.ca2204.1
r-cran-promises==1.3.3-1.ca2204.1 | r-cran-promises==1.4.0-1.ca2204.1
r-cran-ragg==1.4.0-1.ca2204.1 | r-cran-ragg==1.5.0-1.ca2204.1
r-cran-rmarkdown==2.29-1.ca2204.1 | r-cran-rmarkdown==2.30-1.ca2204.1
r-cran-roxygen2==7.3.2-1.ca2204.1 | r-cran-roxygen2==7.3.3-1.ca2204.1
r-cran-rprojroot==2.1.0-1.ca2204.1 | r-cran-rprojroot==2.1.1-1.ca2204.1
r-cran-rversions==2.1.2-1.ca2204.1 | r-cran-rversions==3.0.0-1.ca2204.1
r-cran-rvest==1.0.4-1.ca2204.1 | r-cran-rvest==1.0.5-1.ca2204.1
> r-cran-s7==0.2.0-1.ca2204.1
r-cran-stringr==1.5.1-1.ca2204.1 | r-cran-stringr==1.5.2-1.ca2204.1
r-cran-systemfonts==1.2.3-1.ca2204.1 | r-cran-systemfonts==1.3.1-1.ca2204.1
r-cran-textshaping==1.0.1-1.ca2204.1 | r-cran-textshaping==1.0.4-1.ca2204.1
r-cran-usethis==3.1.0-1.ca2204.1 | r-cran-usethis==3.2.1-1.ca2204.1
r-cran-vroom==1.6.5-1.ca2204.1 | r-cran-vroom==1.6.6-1.ca2204.1
r-cran-xfun==0.52-1.ca2204.1 | r-cran-xfun==0.53-1.ca2204.1
r-cran-xml2==1.3.8-1.ca2204.1 | r-cran-xml2==1.4.0-1.ca2204.1
systemd==249.11-0ubuntu3.16 | systemd==249.11-0ubuntu3.17
systemd-sysv==249.11-0ubuntu3.16 | systemd-sysv==249.11-0ubuntu3.17
tk8.6-blt2.5==2.5.3+dfsg-4.1build2 <
== Comparing printenv | sort ==
BUILD_DATE=20251105-184649 | BUILD_DATE=20251216-024758
COLAB_RELEASE_TAG=release-colab_20250725-060057_RC00 | COLAB_RELEASE_TAG=release-colab-external_20251024-060052_RC00
GIT_COMMIT=e756e929cb98b6c8ef6e016c0c0f917536c4c871 | GIT_COMMIT=e66d473c659d9803117457a1e172f9f54386d48b
HOSTNAME=4b03555fe86a | HOSTNAME=cb2c632753ce