diff --git a/.github/workflows/update_python_dependencies.yml b/.github/workflows/update_python_dependencies.yml
index b33f2311eba1..0cf1f505d6b0 100644
--- a/.github/workflows/update_python_dependencies.yml
+++ b/.github/workflows/update_python_dependencies.yml
@@ -78,14 +78,6 @@ jobs:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
           GH_EVENT: ${{ github.event_name }}
         run: |
-          # Take the current date, subtract from a release cut date in the past (Mar 6, 2024),
-          # then get the num days % 42 (our release cadence is 42 days).
-          # This will ensure it only runs the week after a release branch has been cut.
-          days_diff=$(( ($(date +%s) - $(date --date="240306" +%s) )/(60*60*24)%42 ))
-          if [[ $GH_EVENT != 'workflow_dispatch' && $days_diff -gt 6 ]]; then
-            echo "Exiting early. We only update dependencies the week after we cut the release"
-            exit 0
-          fi
           branchName=weekly_update_python_dependencies_$(date +%s)
           git checkout -b $branchName
           git add -A
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 361eae1a78b6..0cf45f45c56a 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -33,11 +33,11 @@ astunparse==1.6.3
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -45,8 +45,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -54,8 +55,8 @@ exceptiongroup==1.3.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -64,29 +65,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -105,14 +107,14 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -138,9 +140,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -154,7 +157,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -195,11 +198,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -216,11 +220,11 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index e777cda7c9e6..81435c4fd935 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -35,24 +35,24 @@ astunparse==1.6.3
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -64,15 +64,15 @@ einops==0.8.1
 email-validator==2.3.0
 exceptiongroup==1.3.1
 execnet==2.1.2
-fastapi==0.124.2
+fastapi==0.127.0
 fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -82,29 +82,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -124,16 +125,16 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
@@ -185,9 +186,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -205,7 +207,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -219,6 +221,7 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -233,18 +236,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -254,7 +257,7 @@ scipy==1.15.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -263,11 +266,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -287,14 +290,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 3c1fcaaad9be..33c56bcfcdd4 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -32,11 +32,11 @@ asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -44,16 +44,17 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -62,29 +63,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -103,19 +105,19 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -136,9 +138,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -152,7 +155,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -193,11 +196,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -213,11 +217,11 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index a4e171b29822..82da8c42dabc 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -34,24 +34,24 @@ astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -62,15 +62,15 @@ docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
 execnet==2.1.2
-fastapi==0.124.2
+fastapi==0.127.0
 fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -80,29 +80,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -122,20 +123,20 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -183,9 +184,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -203,7 +205,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -217,6 +219,7 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -231,18 +234,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -252,7 +255,7 @@ scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -261,11 +264,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -284,14 +287,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index e9cbd1f4db70..d1061cac434c 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -31,11 +31,11 @@ anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,8 +43,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -52,7 +53,7 @@ execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.1
-flatbuffers==25.9.23
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -61,29 +62,30 @@ gast==0.7.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -102,18 +104,18 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -134,9 +136,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -150,7 +153,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -190,11 +193,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -210,10 +214,10 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index cfceb730d907..f24461e8ad0a 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -33,24 +33,24 @@ asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 cbor2==5.7.1
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.2.1
+click==8.3.1
 cloud-sql-python-connector==1.19.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.2
+Cython==3.2.3
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -61,15 +61,15 @@ docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
 execnet==2.1.2
-fastapi==0.124.2
+fastapi==0.127.0
 fastapi-cli==0.0.16
-fastapi-cloud-cli==0.6.0
+fastapi-cloud-cli==0.7.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
 filelock==3.20.1
-flatbuffers==25.9.23
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -79,29 +79,30 @@ gguf==0.17.1
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -121,20 +122,20 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
 jiter==0.12.0
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -182,9 +183,10 @@ objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -202,7 +204,7 @@ pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
 prometheus_client==0.23.1
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psutil==7.1.3
 psycopg2-binary==2.9.11
@@ -216,6 +218,7 @@ pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
 pydantic-extra-types==2.10.6
+pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
@@ -230,18 +233,18 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.1
 python-json-logger==4.0.0
-python-multipart==0.0.20
+python-multipart==0.0.21
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.52.1
+ray==2.53.0
 referencing==0.37.0
 regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.17.0
+rich-toolkit==0.17.1
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -251,7 +254,7 @@ scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.47.0
+sentry-sdk==2.48.0
 setproctitle==1.3.7
 setuptools==79.0.1
 shapely==2.1.2
@@ -260,11 +263,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
-soupsieve==2.8
+soupsieve==2.8.1
 soxr==1.0.0
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
@@ -283,14 +286,14 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.20.0
+typer==0.20.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
-uvicorn==0.38.0
+urllib3==2.6.2
+uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 3a9d08dd01bb..1206abebc7b7 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -31,11 +31,11 @@ anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,16 +43,17 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.0
-flatbuffers==25.9.23
+filelock==3.20.1
+flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
 fsspec==2025.12.0
@@ -60,28 +61,29 @@ future==1.0.0
 gast==0.7.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-monitoring==2.28.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -100,18 +102,18 @@ httpx==0.28.1
 huggingface-hub==0.36.0
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.12.0
+keras==3.13.0
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -131,9 +133,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 opt_einsum==3.4.0
 optree==0.18.0
 oracledb==3.4.1
@@ -147,7 +150,7 @@ pillow==12.0.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==6.33.2
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -187,11 +190,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -207,8 +211,8 @@ tqdm==4.67.1
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
-urllib3==2.6.1
+tzdata==2025.3
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 Werkzeug==3.1.4
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index f8490afcb4ec..919f19485260 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -31,11 +31,11 @@ asn1crypto==1.5.1
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -43,8 +43,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -58,29 +59,30 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -95,14 +97,14 @@ httplib2==0.22.0
 httpx==0.28.1
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -119,9 +121,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -132,7 +135,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -171,11 +174,12 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
@@ -183,11 +187,11 @@ tomli==2.3.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 5cc0ec89b93f..020133dccbdd 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -30,11 +30,11 @@ anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
 backports.tarfile==1.2.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -42,8 +42,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -56,29 +57,30 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -93,14 +95,14 @@ httplib2==0.22.0
 httpx==0.28.1
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.25.1
@@ -117,9 +119,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -130,7 +133,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -169,22 +172,23 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 6f49cf110015..d0689ef0e69d 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -29,11 +29,11 @@ annotated-types==0.7.0
 anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -41,8 +41,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -55,29 +56,30 @@ future==1.0.0
 google-api-core==2.28.1
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
+google-cloud-monitoring==2.28.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -92,14 +94,14 @@ httplib2==0.22.0
 httpx==0.28.1
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
@@ -115,9 +117,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -128,7 +131,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==5.29.5
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -166,21 +169,22 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
+tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.1
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index c73fcc65e966..477c491834d2 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -29,11 +29,11 @@ annotated-types==0.7.0
 anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
-beartype==0.22.8
+beartype==0.22.9
 beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.2
+cachetools==6.2.4
 certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
@@ -41,8 +41,9 @@ click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.2
+Cython==3.2.3
 dill==0.3.1.1
+distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
 docstring_parser==0.17.0
@@ -54,28 +55,29 @@ frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.43.0
+google-auth==2.45.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.130.0
-google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.35.0
-google-cloud-bigtable==2.34.0
+google-cloud-aiplatform==1.132.0
+google-cloud-bigquery==3.39.0
+google-cloud-bigquery-storage==2.36.0
+google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
-google-cloud-datastore==2.21.0
+google-cloud-datastore==2.23.0
 google-cloud-dlp==3.33.0
 google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.33.0
-google-cloud-pubsublite==1.12.0
+google-cloud-monitoring==2.28.0
+google-cloud-pubsub==2.34.0
+google-cloud-pubsublite==1.13.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
-google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.59.0
+google-cloud-secret-manager==2.26.0
+google-cloud-spanner==3.61.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
-google-crc32c==1.7.1
-google-genai==1.54.0
+google-crc32c==1.8.0
+google-genai==1.56.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -90,14 +92,14 @@ httplib2==0.22.0
 httpx==0.28.1
 hypothesis==6.148.3
 idna==3.11
-importlib_metadata==8.7.0
+importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.0.1
-jaraco.functools==4.3.0
+jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.2
+joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
@@ -112,9 +114,10 @@ nltk==3.9.2
 numpy==2.3.5
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.39.0
-opentelemetry-sdk==1.39.0
-opentelemetry-semantic-conventions==0.60b0
+opentelemetry-api==1.39.1
+opentelemetry-resourcedetector-gcp==1.11.0a0
+opentelemetry-sdk==1.39.1
+opentelemetry-semantic-conventions==0.60b1
 oracledb==3.4.1
 orjson==3.11.5
 overrides==7.7.0
@@ -125,7 +128,7 @@ pg8000==1.31.5
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.26.1
+proto-plus==1.27.0
 protobuf==6.33.2
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
@@ -163,19 +166,20 @@ SecretStorage==3.5.0
 setuptools==80.9.0
 shapely==2.1.2
 six==1.17.0
+sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.8
+soupsieve==2.8.1
 SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.4
+sqlparse==0.5.5
 tenacity==8.5.0
 testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.2
-urllib3==2.6.1
+tzdata==2025.3
+urllib3==2.6.2
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1