[This image will be available on Kaggle Notebooks in the next few days]
gcr.io/kaggle-private-byod/python:v170
Digest: bdf9e0538555f90453619adefb49ba40cfa136db44a9c9be7a42ea715c0aa068
== Comparing pip list --format=freeze ==
astropy-iers-data==0.2026.4.6.0.54.57 | astropy-iers-data==0.2026.4.20.0.58.15
Authlib==1.6.9 | Authlib==1.6.11
bayesian-optimization==3.2.2 | bayesian-optimization==3.3.0
bigquery-magics==0.12.2 | bigquery-magics==0.14.0
blake3==1.0.8 | blake3==1.0.9
boto3==1.43.14 | boto3==1.43.36
botocore==1.43.14 | botocore==1.43.36
certifi==2026.2.25 | certifi==2026.4.22
click==8.3.2 | click==8.3.3
coverage==7.14.0 | coverage==7.14.3
cuda-bindings==13.2.0 | cuda-bindings==12.9.4
cuda-core==1.0.1 | cuda-core==0.3.2
cuda-pathfinder==1.5.4 | cuda-pathfinder==1.5.3
datasets==4.8.5 | datasets==5.0.0
docstring_parser==0.17.0 | docstring_parser==0.18.0
earthengine-api==1.7.21 | earthengine-api==1.7.22
fastapi==0.135.3 | fastapi==0.136.1
fastcore==1.12.36 | fastcore==1.12.42
fastgit==0.0.4 | fastgit==0.0.5
filelock==3.25.2 | filelock==3.29.0
gdown==5.2.1 | gdown==5.2.2
geojson==3.2.0 | geojson==3.3.0
ghapi==1.0.13 | ghapi==1.0.14
GitPython==3.1.46 | GitPython==3.1.47
google-cloud-aiplatform==1.147.0 | google-cloud-aiplatform==1.148.1
google-cloud-dataproc==5.26.0 | google-cloud-dataproc==5.27.0
google-cloud-firestore==2.26.0 | google-cloud-firestore==2.27.0
google-cloud-spanner==3.64.0 | google-cloud-spanner==3.65.0
google-cloud-videointelligence==2.19.0 | google-cloud-videointelligence==2.20.0
google-cloud-vision==3.14.0 | google-cloud-vision==3.15.0
grpcio==1.80.0 | grpcio==1.81.1
> grpcio-tools==1.71.2
holidays==0.94 | holidays==0.95
huggingface_hub==1.10.1 | huggingface_hub==1.11.0
idna==3.11 | idna==3.13
importlib_resources==6.5.2 | importlib_resources==7.1.0
json5==0.14.0 | json5==0.15.0
jupyter-events==0.12.0 | jupyter-events==0.12.1
kaggle==2.0.1 | kaggle==2.0.2
kagglesdk==0.1.18 | kagglesdk==0.1.20
langchain-core==1.2.28 | langchain-core==1.3.1
langgraph==1.1.6 | langgraph==1.1.9
langgraph-checkpoint==4.0.1 | langgraph-checkpoint==4.0.2
langgraph-prebuilt==1.0.9 | langgraph-prebuilt==1.0.10
langsmith==0.7.30 | langsmith==0.7.34
llvmlite==0.47.0 | llvmlite==0.43.0
lxml==6.0.3 | lxml==6.1.0
Mako==1.3.10 | Mako==1.3.11
multitasking==0.0.12 | multitasking==0.0.13
narwhals==2.19.0 | narwhals==2.20.0
numba==0.65.1 | numba==0.60.0
numba-cuda==0.30.2 | numba-cuda==0.22.2
numpy==2.4.6 | numpy==2.0.2
nvidia-cuda-nvcc-cu12==12.5.82 | nvidia-cuda-nvcc-cu12==12.8.93
onnx==1.21.0 | onnx==1.22.0
openai==2.31.0 | openai==2.32.0
openslide-bin==4.0.0.13 | openslide-bin==4.0.1.2
openslide-python==1.4.3 | openslide-python==1.4.6
optuna==4.8.0 | optuna==4.9.0
orbax-checkpoint==0.11.34 | orbax-checkpoint==0.11.36
packaging==26.2 | packaging==26.1
peewee==4.0.4 | peewee==4.0.5
peft==0.18.1 | peft==0.19.1
psycopg2==2.9.11 | psycopg2==2.9.12
pydantic-settings==2.13.1 | pydantic-settings==2.14.0
pyexcel-io==0.6.7 | pyexcel-io==0.6.8
pypdf==6.12.1 | pypdf==6.14.2
pytools==2026.1 | pytools==2026.1.1
pytorch-lightning==2.6.4 | pytorch-lightning==2.6.5
ruff==0.15.10 | ruff==0.15.11
s3transfer==0.17.0 | s3transfer==0.19.0
scikit-surprise==1.1.4 | scikit-surprise==1.1.5
scooby==0.11.0 | scooby==0.11.2
securesystemslib==1.3.1 | securesystemslib==1.4.0
sentence-transformers==5.4.0 | sentence-transformers==5.4.1
sentry-sdk==2.57.0 | sentry-sdk==2.58.0
setuptools==75.2.0 | setuptools==81.0.0
sigstore==4.2.0 | sigstore==4.3.0
simplejson==3.20.2 | simplejson==4.1.0
smart_open==7.5.1 | smart_open==7.6.0
spanner-graph-notebook==1.1.8 | spanner-graph-notebook==1.1.10
tensorboard==2.19.0 | tensorboard==2.20.0
tensorflow==2.19.0 | tensorflow==2.20.0
tensorflow_decision_forests==1.12.0 <
tensorflow-text==2.19.0 | tensorflow-text==2.20.1
tf_keras==2.19.0 | tf_keras==2.20.0
tifffile==2026.3.3 | tifffile==2026.4.11
traitlets==5.15.0 | traitlets==5.15.1
tuf==6.0.0 | tuf==7.0.0
typer==0.24.1 | typer==0.24.2
types-setuptools==82.0.0.20260210 | types-setuptools==82.0.0.20260508
ujson==5.12.1 | ujson==5.13.0
update-checker==0.18.0 | update_checker==1.0.0
urwid==4.0.0 | urwid==4.0.3
uvicorn==0.44.0 | uvicorn==0.46.0
Wand==0.7.1 | Wand==0.7.2
wandb==0.25.1 | wandb==0.26.1
wheel==0.46.3 | wheel==0.47.0
wurlitzer==3.1.1 <
> ydf_tf==2.20.0
zipp==3.23.0 | zipp==3.23.1
== Comparing cat /etc/os-release | grep -oP "PRETTY_NAME=\"\K([^\"]*)" ==
No diff
== Comparing uname -r ==
No diff
== Comparing dpkg --list | awk '{print $2"=="$3}' ==
curl==7.81.0-1ubuntu1.23 | curl==7.81.0-1ubuntu1.24
distro-info-data==0.52ubuntu0.11 | distro-info-data==0.52ubuntu0.12
gh==2.89.0 | gh==2.92.0
gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3 | gir1.2-packagekitglib-1.0==1.2.5-2ubuntu3.1
iproute2==5.15.0-1ubuntu2 | iproute2==5.15.0-1ubuntu2.1
jq==1.6-2.1ubuntu3.1 | jq==1.6-2.1ubuntu3.2
kmod==29-1ubuntu1 | kmod==29-1ubuntu1.1
libarchive13:amd64==3.6.0-1ubuntu1.5 | libarchive13:amd64==3.6.0-1ubuntu1.6
libavahi-client3:amd64==0.8-5ubuntu5.4 | libavahi-client3:amd64==0.8-5ubuntu5.5
libavahi-common-data:amd64==0.8-5ubuntu5.4 | libavahi-common-data:amd64==0.8-5ubuntu5.5
libavahi-common3:amd64==0.8-5ubuntu5.4 | libavahi-common3:amd64==0.8-5ubuntu5.5
libcairo-gobject2:amd64==1.16.0-5ubuntu2 | libcairo-gobject2:amd64==1.16.0-5ubuntu2.1
libcairo-script-interpreter2:amd64==1.16.0-5ubuntu2 | libcairo-script-interpreter2:amd64==1.16.0-5ubuntu2.1
libcairo2:amd64==1.16.0-5ubuntu2 | libcairo2:amd64==1.16.0-5ubuntu2.1
libcairo2-dev:amd64==1.16.0-5ubuntu2 | libcairo2-dev:amd64==1.16.0-5ubuntu2.1
libcap2-bin==1:2.44-1ubuntu0.22.04.2 | libcap2-bin==1:2.44-1ubuntu0.22.04.3
libcurl3-gnutls:amd64==7.81.0-1ubuntu1.23 | libcurl3-gnutls:amd64==7.81.0-1ubuntu1.24
libcurl4:amd64==7.81.0-1ubuntu1.23 | libcurl4:amd64==7.81.0-1ubuntu1.24
libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.23 | libcurl4-openssl-dev:amd64==7.81.0-1ubuntu1.24
libjq1:amd64==1.6-2.1ubuntu3.1 | libjq1:amd64==1.6-2.1ubuntu3.2
libkmod2:amd64==29-1ubuntu1 | libkmod2:amd64==29-1ubuntu1.1
libnghttp2-14:amd64==1.43.0-1ubuntu0.2 | libnghttp2-14:amd64==1.43.0-1ubuntu0.3
libopenjp2-7:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7:amd64==2.4.0-6ubuntu0.5
libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.4 | libopenjp2-7-dev:amd64==2.4.0-6ubuntu0.5
libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3 | libpackagekit-glib2-18:amd64==1.2.5-2ubuntu3.1
libpam-systemd:amd64==249.11-0ubuntu3.19 | libpam-systemd:amd64==249.11-0ubuntu3.20
libpng-dev:amd64==1.6.37-3ubuntu0.4 | libpng-dev:amd64==1.6.37-3ubuntu0.5
libpng16-16:amd64==1.6.37-3ubuntu0.4 | libpng16-16:amd64==1.6.37-3ubuntu0.5
libpolkit-agent-1-0:amd64==0.105-33 | libpolkit-agent-1-0:amd64==0.105-33ubuntu0.1
libpolkit-gobject-1-0:amd64==0.105-33 | libpolkit-gobject-1-0:amd64==0.105-33ubuntu0.1
libssl-dev:amd64==3.0.2-0ubuntu1.21 | libssl-dev:amd64==3.0.2-0ubuntu1.23
libssl3:amd64==3.0.2-0ubuntu1.21 | libssl3:amd64==3.0.2-0ubuntu1.23
libsystemd0:amd64==249.11-0ubuntu3.19 | libsystemd0:amd64==249.11-0ubuntu3.20
libxnvctrl0:amd64==595.58.03-1ubuntu1 | libxnvctrl0:amd64==595.71.05-1ubuntu1
linux-headers-5.15.0-173==5.15.0-173.183 | linux-headers-5.15.0-177==5.15.0-177.187
linux-headers-5.15.0-173-generic==5.15.0-173.183 | linux-headers-5.15.0-177-generic==5.15.0-177.187
linux-headers-generic==5.15.0.173.161 | linux-headers-generic==5.15.0.177.162
packagekit==1.2.5-2ubuntu3 | packagekit==1.2.5-2ubuntu3.1
pkexec==0.105-33 | pkexec==0.105-33ubuntu0.1
policykit-1==0.105-33 | policykit-1==0.105-33ubuntu0.1
polkitd==0.105-33 | polkitd==0.105-33ubuntu0.1
python3-jwt==2.3.0-1ubuntu0.2 | python3-jwt==2.3.0-1ubuntu0.3
python3-mako==1.1.3+ds1-2ubuntu0.1 | python3-mako==1.1.3+ds1-2ubuntu0.2
r-base==4.5.3-1.2204.0 | r-base==4.6.0-3.2204.0
r-base-core==4.5.3-1.2204.0 | r-base-core==4.6.0-3.2204.0
r-base-dev==4.5.3-1.2204.0 | r-base-dev==4.6.0-3.2204.0
r-cran-backports==1.5.0-1.ca2204.1 | r-cran-backports==1.5.1-1.ca2204.1
r-cran-bit64==4.6.0-1-1.ca2204.1 | r-cran-bit64==4.8.0-1.ca2204.1
r-cran-cli==3.6.5-1.ca2204.1 | r-cran-cli==3.6.6-1.ca2204.1
r-cran-cpp11==0.5.3-1.ca2204.1 | r-cran-cpp11==0.5.5-1.ca2204.1
r-cran-curl==7.0.0-1.ca2204.1 | r-cran-curl==7.1.0-1.ca2204.1
r-cran-data.table==1.18.2.1-1.ca2204.1 | r-cran-data.table==1.18.4-1.ca2204.1
r-cran-devtools==2.5.0-1.ca2204.1 | r-cran-devtools==2.5.2-1.ca2204.1
r-cran-dplyr==1.2.0-1.ca2204.1 | r-cran-dplyr==1.2.1-1.ca2204.1
r-cran-ellipsis==0.3.2-2 | r-cran-ellipsis==0.3.3-1.ca2204.1
r-cran-fs==2.0.1-1.ca2204.1 | r-cran-fs==2.1.0-1.ca2204.1
r-cran-ggplot2==4.0.2-1.ca2204.1 | r-cran-ggplot2==4.0.3-1.ca2204.1
r-cran-glue==1.8.0-1.ca2204.1 | r-cran-glue==1.8.1-1.ca2204.1
r-cran-magrittr==2.0.4-1.ca2204.1 | r-cran-magrittr==2.0.5-1.ca2204.1
r-cran-nlme==3.1.168-1.ca2204.1 | r-cran-nlme==3.1.169-1.2204.0
r-cran-openssl==2.3.5-1.ca2204.1 | r-cran-openssl==2.4.0-1.ca2204.1
r-cran-pak==0.9.2-1.ca2204.1 | r-cran-pak==0.9.5-1.ca2204.1
r-cran-pkgload==1.5.0-1.ca2204.1 | r-cran-pkgload==1.5.2-1.ca2204.1
r-cran-processx==3.8.6-1.ca2204.1 | r-cran-processx==3.9.0-1.ca2204.1
r-cran-ps==1.9.1-1.ca2204.1 | r-cran-ps==1.9.3-1.ca2204.1
r-cran-purrr==1.2.1-1.ca2204.1 | r-cran-purrr==1.2.2-1.ca2204.1
r-cran-ragg==1.5.2-1.ca2204.1 | r-cran-ragg==1.5.2-1.ca2204.2
r-cran-rcpp==1.1.1-1.ca2204.1 | r-cran-rcpp==1.1.1-1.1-1.ca2204.1
r-cran-rlang==1.1.7-1.ca2204.1 | r-cran-rlang==1.2.0-1.ca2204.3
r-cran-roxygen2==7.3.3-1.ca2204.1 | r-cran-roxygen2==8.0.0-1.ca2204.1
r-cran-s7==0.2.1-1.ca2204.1 | r-cran-s7==0.2.2-1.ca2204.1
r-cran-vctrs==0.7.2-1.ca2204.1 | r-cran-vctrs==0.7.3-1.ca2204.3
r-cran-vroom==1.7.0-1.ca2204.1 | r-cran-vroom==1.7.1-1.ca2204.3
r-recommended==4.5.3-1.2204.0 | r-recommended==4.6.0-3.2204.0
systemd==249.11-0ubuntu3.19 | systemd==249.11-0ubuntu3.20
systemd-sysv==249.11-0ubuntu3.19 | systemd-sysv==249.11-0ubuntu3.20
tzdata==2025b-0ubuntu0.22.04.1 | tzdata==2026a-0ubuntu0.22.04.1
vim==2:8.2.3995-1ubuntu2.26 | vim==2:8.2.3995-1ubuntu2.29
vim-common==2:8.2.3995-1ubuntu2.26 | vim-common==2:8.2.3995-1ubuntu2.29
vim-runtime==2:8.2.3995-1ubuntu2.26 | vim-runtime==2:8.2.3995-1ubuntu2.29
xxd==2:8.2.3995-1ubuntu2.26 | xxd==2:8.2.3995-1ubuntu2.29
== Comparing printenv | sort ==
BUILD_DATE=20260525-122510 | BUILD_DATE=20260629-122508
COLAB_RELEASE_TAG=release-colab-external-images_20260416-0600 | COLAB_RELEASE_TAG=release-colab-external-images_20260514-0600
GIT_COMMIT=9aa84ad60f05e207506ca92cf19b4b16b3f9f108 | GIT_COMMIT=fc61d5cda7da39530055bae9bd0e92865f995cd9
HOSTNAME=0881aa32b59e | HOSTNAME=5491dd44a9e3
LAST_FORCED_REBUILD=20250623 | LAST_FORCED_REBUILD=20260508