Upgrade base image to colab_20250725-060057_RC00, install google-adk (#1498)

A couple of things here:

we upgraded to our base to latest images that is still 
- on py3.11
- uses keras 3.8.x and tf 2.18.x

we encounter some issues with upgrading to py3.12, so we'll punt that
for later.

in addition, we will install google-adk and pyngrok
we will add a more involved test in a later PR.

also we diffed new base image and removed packages that is now installed
in their image

@jplotts please lmk if pyngrok is needed for b/443054743 , we can always
remove this at a later point

Author: calderjo

Dockerfile.tmpl

@@ -25,8 +25,8 @@ RUN uv pip uninstall --system google-cloud-bigquery-storage
 # b/394382016: sigstore (dependency of kagglehub) requires a prerelease packages, installing separate.
 # b/408284143: google-cloud-automl 2.0.0 introduced incompatible API changes, need to pin to 1.0.1,
 # installed outside of kaggle_requirements.txt due to requiring an incompatibile version of protobuf.
-RUN uv pip install --system --force-reinstall --prerelease=allow kagglehub[pandas-datasets,hf-datasets,signing]>=0.3.12 \
-    google-cloud-automl==1.0.1
+RUN uv pip install --system --force-reinstall --prerelease=allow "kagglehub[pandas-datasets,hf-datasets,signing]>=0.3.12" \
+    "google-cloud-automl==1.0.1"
 
 # uv cannot install this in requirements.txt without --no-build-isolation
 # to avoid affecting the larger build, we'll post-install it.

config.txt

@@ -1,4 +1,4 @@
 BASE_IMAGE=us-docker.pkg.dev/colab-images/public/runtime
-BASE_IMAGE_TAG=release-colab_20250626-060053_RC00
+BASE_IMAGE_TAG=release-colab_20250725-060057_RC00
 CUDA_MAJOR_VERSION=12
 CUDA_MINOR_VERSION=5

kaggle_requirements.txt

@@ -1,6 +1,4 @@
 # Please keep this in alphabetical order
-Altair>=5.4.0
-Babel
 Boruta
 Cartopy
 ImageHash
@@ -24,7 +22,6 @@ category-encoders
 cesium
 comm
 cytoolz
-dask-expr
 # Older versions of datasets fail with "Loading a dataset cached in a LocalFileSystem is not supported"
 # https://stackoverflow.com/questions/77433096/notimplementederror-loading-a-dataset-cached-in-a-localfilesystem-is-not-suppor
 datasets>=2.14.6
@@ -48,6 +45,8 @@ geojson
 # geopandas > v0.14.4 breaks learn tools
 geopandas==v0.14.4
 gensim
+# b/443054743
+google-adk
 google-cloud-aiplatform
 # b/315753846: Unpin translate package.
 google-cloud-translate==3.12.1
@@ -111,7 +110,6 @@ pyLDAvis
 pycryptodome
 pydegensac
 pydicom
-pydub
 pyemd
 pyexcel-ods
 pymc3
@@ -144,18 +142,15 @@ tensorflow-cloud
 tensorflow-io
 tensorflow-text
 tensorflow_decision_forests
-timm
-torchao
 torchinfo
 torchmetrics
 torchtune
 transformers>=4.51.0
-triton
-tsfresh
 vtk
-wandb
 wavio
 # b/350573866: xgboost v2.1.0 breaks learntools
 xgboost==2.0.3
 xvfbwrapper
 ydata-profiling
+# b/443054743: pinned as newer versions requires protobuf > 3.20.3
+ydf==0.9.0