From 14bb48728ce8bd051cd93c5f7bb96bcb90984ff0 Mon Sep 17 00:00:00 2001
From: Valentyn Tymofieiev <valentyn@google.com>
Date: Mon, 2 Nov 2026 17:37:09 -0800
Subject: [PATCH 1/4] Authenticate before pushing.

---
 .github/workflows/beam_Upgrade_GCP_BOM.yml       | 4 ++--
 .github/workflows/update_python_dependencies.yml | 4 ++--
 2 files changed, 4 insertions(+), 4 deletions(-)

diff --git a/.github/workflows/beam_Upgrade_GCP_BOM.yml b/.github/workflows/beam_Upgrade_GCP_BOM.yml
index 480fb5230956..9cbf5bf49513 100644
--- a/.github/workflows/beam_Upgrade_GCP_BOM.yml
+++ b/.github/workflows/beam_Upgrade_GCP_BOM.yml
@@ -81,10 +81,10 @@ jobs:
           branchName=upgrade_gcp_bom_${LATEST_VER//./_}
           git checkout -b $branchName
           git add -A
-          git diff-index --quiet HEAD || gitdiff=$? || echo $?
-          if [[ $gitDiff != 0 ]]; then
+          if ! git diff --cached --quiet; then
             echo "Changes are ready to commit"
             git commit -m "Upgrade GCP Libraries BOM to ${LATEST_VER}" --quiet
+            gh auth setup-git
             git push origin $branchName --quiet
             
             PR_BODY="This PR was created by automation. It upgrades the Google Cloud Platform Libraries BOM from **${CURRENT_VER}** to **${LATEST_VER}** and updates Netty, gRPC, Arrow, Gax, Protobuf, and OpenTelemetry versions to match.
diff --git a/.github/workflows/update_python_dependencies.yml b/.github/workflows/update_python_dependencies.yml
index 54b8c72af99d..24cab2662bb7 100644
--- a/.github/workflows/update_python_dependencies.yml
+++ b/.github/workflows/update_python_dependencies.yml
@@ -96,10 +96,10 @@ jobs:
           branchName=weekly_update_python_dependencies_$(date +%s)
           git checkout -b $branchName
           git add -A
-          git diff-index --quiet HEAD || gitdiff=$? || echo $?
-          if [[ $gitDiff != 0 ]]; then
+          if ! git diff --cached --quiet; then
             echo "Changes are ready to commit"
             git commit -m "Update Python Dependencies" --quiet
+            gh auth setup-git
             git push origin $branchName --quiet
             GITHUB_PR_URL=$(gh pr create --title "Update Python Dependencies" --label "python" --body "This PR was created by automation - by default this does not execute tests due to a limitation in GitHub Actions. To review this PR, please (1) review the contents to make sure all dependency upgrades are formatted correctly, (2) close and reopen the PR (3) Approve/merge if tests pass successfully.")
             echo "Link of the new PR  $GITHUB_PR_URL"

From ac422829a6ca9c07867aa2fa92bfb5b19c258255 Mon Sep 17 00:00:00 2001
From: tvalentyn <actions@main-runner-2404-9kmqn-4mtgc.local>
Date: Tue, 3 Nov 2026 02:49:04 +0000
Subject: [PATCH 2/4] Update Python Dependencies

---
 .../ml/py311/base_image_requirements.txt      | 205 ++++++------
 .../ml/py311/gpu_image_requirements.txt       | 309 +++++++++---------
 .../ml/py312/base_image_requirements.txt      | 207 ++++++------
 .../ml/py312/gpu_image_requirements.txt       | 307 ++++++++---------
 .../ml/py313/base_image_requirements.txt      | 207 ++++++------
 .../py311/base_image_requirements.txt         | 195 +++++------
 .../py312/base_image_requirements.txt         | 195 +++++------
 .../py313/base_image_requirements.txt         | 195 +++++------
 .../py314/base_image_requirements.txt         | 195 +++++------
 9 files changed, 1029 insertions(+), 986 deletions(-)

diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 010b3ba44d7f..ab2edc3928b3 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -21,12 +21,13 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-absl-py==2.5.0
+absl-py==2.5.1
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==26.1.0
@@ -34,73 +35,76 @@ backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==1.3.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
-filelock==3.32.3
+filelock==4.2.7
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.7.0
+fsspec==2026.9.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
 google-pasta==0.2.0
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
 h5py==3.14.0
-hf-xet==1.6.0
+hf-xet==1.8.0
 hpack==4.2.0
 httpcore==1.0.9
 httplib2==0.32.1
@@ -108,105 +112,105 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-importlib_metadata==9.0.0
-iniconfig==2.3.0
+idna==3.20
+importlib_metadata==10.1.0
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.15.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
 ml_dtypes==0.6.0
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
+more-itertools==11.2.1
 mpmath==1.3.0
-multidict==6.7.1
+multidict==7.2.1
 namex==0.1.0
 networkx==3.6.1
-nltk==3.10.3
+nltk==3.10.4
 numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
 opt_einsum==3.4.0
-optree==0.19.1
-oracledb==4.0.2
-orjson==3.12.0
+optree==0.20.0
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 safetensors==0.8.0
 scikit-learn==1.7.2
 scipy==1.17.1
-scramp==1.4.17
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 sympy==1.14.0
 tenacity==9.1.4
 tensorflow==2.21.0
@@ -214,21 +218,20 @@ tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
+threadpoolctl==3.7.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
-tqdm==4.70.0
+tqdm==4.70.1
 transformers==4.55.4
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
-zipp==4.1.0
+wrapt==2.5.2
+yarl==1.25.1
+zipp==4.1.2
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 87958fddfa36..2074c6882e96 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -21,13 +21,15 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-absl-py==2.5.0
+absl-py==2.5.1
+agent-detector==2.0.0
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-doc==0.0.5
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
@@ -35,112 +37,116 @@ attrs==26.1.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
-blake3==1.0.9
+blake3==1.0.11
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
-cbor2==6.1.4
+cbor2==6.2.0.post2
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==50.0.0
-cuda-bindings==13.3.1
-cuda-pathfinder==1.6.0
-cuda-toolkit==13.0.3.0
-cupy-cuda12x==14.1.1
-Cython==3.2.9
+cryptography==50.0.2
+cuda-bindings==13.4.4
+cuda-pathfinder==1.8.5
+cuda-toolkit==13.2.2
+cupy-cuda12x==14.2.0
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==1.3.1
 depyf==0.19.0
-detect-installer==0.1.0
+detect-installer==0.2.1
 dill==0.3.1.1
 diskcache==5.6.3
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 einops==0.8.2
 email-validator==2.3.0
 execnet==2.1.2
-fastapi==0.141.1
+fastapi==0.162.0
 fastapi-cli==0.0.32
-fastapi-cloud-cli==0.23.0
-fastar==0.11.0
-fastavro==1.12.2
+fastapi-cloud-cli==0.26.0
+fastar==0.12.0
+fastavro==1.13.1
 fasteners==0.20
-filelock==3.32.3
+filelock==4.2.7
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.7.0
+fsspec==2026.9.0
 future==1.0.0
 gast==0.7.0
 gguf==0.19.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
 google-pasta==0.2.0
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
 h5py==3.14.0
-hf-xet==1.6.0
+hf-xet==1.8.0
 hpack==4.2.0
 httpcore==1.0.9
+httpcore2==2.16.0
 httplib2==0.32.1
-httptools==0.8.0
+httptools==0.9.0
 httpx==0.28.1
-huggingface_hub==0.36.2
+httpx2==2.16.0
+huggingface_hub==2.4.0
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-importlib_metadata==9.0.0
-iniconfig==2.3.0
+idna==3.20
+importlib_metadata==10.1.0
+iniconfig==2.3.1
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.16.0
-joblib==1.5.3
-jsonpickle==4.1.2
+jiter==0.18.0
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.15.1
@@ -148,151 +154,156 @@ keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
 libclang==18.1.1
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mistral_common==1.11.7
+mistral_common==1.13.1
 ml_dtypes==0.6.0
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
+more-itertools==11.2.1
 mpmath==1.3.0
-msgpack==1.2.1
-msgspec==0.21.1
-multidict==6.7.1
+msgpack==1.2.4
+msgspec==0.22.0
+multidict==7.2.1
 namex==0.1.0
 networkx==3.6.1
-ninja==1.13.0
-nltk==3.10.3
+ninja==1.13.2
+nltk==3.10.4
 numba==0.61.2
 numpy==2.2.6
-nvidia-cublas==13.1.1.3
+nvidia-cublas==13.4.1.3
 nvidia-cublas-cu12==12.6.4.1
-nvidia-cuda-cupti==13.0.85
+nvidia-cuda-cccl==13.3.4.3.1
+nvidia-cuda-cupti==13.2.86
 nvidia-cuda-cupti-cu12==12.6.80
-nvidia-cuda-nvrtc==13.0.88
+nvidia-cuda-nvrtc==13.2.86
 nvidia-cuda-nvrtc-cu12==12.6.77
-nvidia-cuda-runtime==13.0.96
+nvidia-cuda-runtime==13.2.86
 nvidia-cuda-runtime-cu12==12.6.77
 nvidia-cudnn-cu12==9.5.1.17
-nvidia-cudnn-cu13==9.20.0.48
-nvidia-cufft==12.0.0.61
+nvidia-cudnn-cu13==9.26.0.51
+nvidia-cufft==12.2.0.57
 nvidia-cufft-cu12==11.3.0.4
-nvidia-cufile==1.15.1.6
+nvidia-cufile==1.17.1.22
 nvidia-cufile-cu12==1.11.1.6
-nvidia-curand==10.4.0.35
 nvidia-curand-cu12==10.3.7.77
-nvidia-cusolver==12.0.4.66
+nvidia-cusolver==12.2.0.11
 nvidia-cusolver-cu12==11.7.1.2
-nvidia-cusparse==12.6.3.3
+nvidia-cusparse==12.7.10.12
 nvidia-cusparse-cu12==12.5.4.2
 nvidia-cusparselt-cu12==0.6.3
 nvidia-cusparselt-cu13==0.8.1
 nvidia-nccl-cu12==2.26.2
-nvidia-nccl-cu13==2.29.7
-nvidia-nvjitlink==13.3.33
+nvidia-nccl-cu13==2.30.7
+nvidia-nvjitlink==13.4.92
 nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu13==3.4.5
-nvidia-nvtx==13.0.85
+nvidia-nvshmem-cu13==3.7.2
+nvidia-nvtx==13.2.86
 nvidia-nvtx-cu12==12.6.77
 oauth2client==4.1.3
 objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==5.0.0.93
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
+opentelemetry-exporter-http-transport==0.66b2
+opentelemetry-exporter-otlp-common==0.66b2
+opentelemetry-exporter-otlp-proto-common==1.45.2
+opentelemetry-exporter-otlp-proto-http==1.45.2
+opentelemetry-proto==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
 opt_einsum==3.4.0
-optree==0.19.1
-oracledb==4.0.2
-orjson==3.12.0
+optree==0.20.0
+oracledb==26.1.0
+orjson==3.13.0
 outlines_core==0.2.10
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
 prometheus-fastapi-instrumentator==8.1.0
 prometheus_client==0.26.0
-propcache==0.5.2
-proto-plus==1.28.3
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
 psutil==7.2.2
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 py-cpuinfo==9.0.0
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pybase64==1.5.0
+pybase64==1.5.1
 pycountry==26.2.16
-pycparser==3.0
-pydantic==2.13.4
-pydantic-extra-types==2.11.2
-pydantic-settings==2.15.0
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic-extra-types==2.11.1
+pydantic-settings==2.16.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
-python-json-logger==4.1.0
-python-multipart==0.0.32
+python-dotenv==1.2.4
+python-json-logger==4.2.0
+python-multipart==0.0.33
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-pyzmq==27.1.0
-qdrant-client==1.19.0
-ray==2.57.0
+pyzmq==27.2.0
+qdrant-client==1.20.0
+ray==2.59.0
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rich-toolkit==0.20.3
+rich-toolkit==0.20.6
 rignore==0.8.1
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 safetensors==0.8.0
 scikit-learn==1.7.2
 scipy==1.17.1
-scramp==1.4.17
+scramp==1.5.0
 SecretStorage==3.5.0
 sentencepiece==0.2.2
-sentry-sdk==2.68.0
-setproctitle==1.3.7
-setuptools==84.0.0
+sentry-sdk==2.73.0
+setproctitle==1.3.8
+setuptools==84.2.1
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.14.0
-soupsieve==2.9.2
+soupsieve==3.0.4
 soxr==1.1.0
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
-starlette==1.6.0
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
+starlette==1.10.0
 sympy==1.14.0
 tenacity==9.1.4
 tensorflow==2.21.0
@@ -300,32 +311,32 @@ tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tiktoken==0.13.0
-tokenizers==0.21.4
+threadpoolctl==3.7.0
+tiktoken==0.14.0
+tokenizers==0.23.3
 torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
-tqdm==4.70.0
-transformers==4.55.4
+tqdm==4.70.1
+transformers==5.20.2
 triton==3.3.1
-typer==0.27.1
+truststore==0.10.5
+typer==0.27.3
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
-uvicorn==0.52.3
-uvloop==0.22.1
+urllib3==2.8.0
+uvicorn==0.54.0
+uvloop==0.23.0
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
-watchfiles==1.2.0
-websockets==16.1.1
+watchfiles==1.3.0
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
+wrapt==2.5.2
 xformers==0.0.31
 xgrammar==0.1.21
-yarl==1.24.5
-zipp==4.1.0
+yarl==1.25.1
+zipp==4.1.2
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index fa95716946e5..7233450b099a 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -21,85 +21,89 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-absl-py==2.5.0
+absl-py==2.5.1
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
-filelock==3.32.3
+filelock==4.2.7
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.7.0
+fsspec==2026.9.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
 google-pasta==0.2.0
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
 h5py==3.14.0
-hf-xet==1.6.0
+hf-xet==1.8.0
 hpack==4.2.0
 httpcore==1.0.9
 httplib2==0.32.1
@@ -107,104 +111,104 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.15.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
 ml_dtypes==0.6.0
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
+more-itertools==11.2.1
 mpmath==1.3.0
-multidict==6.7.1
+multidict==7.2.1
 namex==0.1.0
-networkx==3.6.1
-nltk==3.10.3
-numpy==2.4.6
+networkx==3.7
+nltk==3.10.4
+numpy==2.5.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
 opt_einsum==3.4.0
-optree==0.19.1
-oracledb==4.0.2
-orjson==3.12.0
+optree==0.20.0
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 safetensors==0.8.0
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 sympy==1.14.0
 tenacity==9.1.4
 tensorflow==2.21.0
@@ -212,20 +216,19 @@ tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
+threadpoolctl==3.7.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
-tqdm==4.70.0
+tqdm==4.70.1
 transformers==4.55.4
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
+wrapt==2.5.2
+yarl==1.25.1
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 20bd5cfc739a..fee38bf598d2 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -21,124 +21,130 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-absl-py==2.5.0
+absl-py==2.5.1
+agent-detector==2.0.0
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-doc==0.0.5
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
-blake3==1.0.9
+blake3==1.0.11
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
-cbor2==6.1.4
+cbor2==6.2.0.post2
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==50.0.0
-cuda-bindings==13.3.1
-cuda-pathfinder==1.6.0
-cuda-toolkit==13.0.3.0
-cupy-cuda12x==14.1.1
-Cython==3.2.9
+cryptography==50.0.2
+cuda-bindings==13.4.4
+cuda-pathfinder==1.8.5
+cuda-toolkit==13.2.2
+cupy-cuda12x==14.2.0
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 depyf==0.19.0
-detect-installer==0.1.0
+detect-installer==0.2.1
 dill==0.3.1.1
 diskcache==5.6.3
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 einops==0.8.2
 email-validator==2.3.0
 execnet==2.1.2
-fastapi==0.141.1
+fastapi==0.162.0
 fastapi-cli==0.0.32
-fastapi-cloud-cli==0.23.0
-fastar==0.11.0
-fastavro==1.12.2
+fastapi-cloud-cli==0.26.0
+fastar==0.12.0
+fastavro==1.13.1
 fasteners==0.20
-filelock==3.32.3
+filelock==4.2.7
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.7.0
+fsspec==2026.9.0
 future==1.0.0
 gast==0.7.0
 gguf==0.19.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
 google-pasta==0.2.0
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
 h5py==3.14.0
-hf-xet==1.6.0
+hf-xet==1.8.0
 hpack==4.2.0
 httpcore==1.0.9
+httpcore2==2.16.0
 httplib2==0.32.1
-httptools==0.8.0
+httptools==0.9.0
 httpx==0.28.1
-huggingface_hub==0.36.2
+httpx2==2.16.0
+huggingface_hub==2.4.0
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 interegular==0.3.3
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.16.0
-joblib==1.5.3
-jsonpickle==4.1.2
+jiter==0.18.0
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.15.1
@@ -146,151 +152,156 @@ keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
 libclang==18.1.1
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mistral_common==1.11.7
+mistral_common==1.13.1
 ml_dtypes==0.6.0
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
+more-itertools==11.2.1
 mpmath==1.3.0
-msgpack==1.2.1
-msgspec==0.21.1
-multidict==6.7.1
+msgpack==1.2.4
+msgspec==0.22.0
+multidict==7.2.1
 namex==0.1.0
-networkx==3.6.1
-ninja==1.13.0
-nltk==3.10.3
+networkx==3.7
+ninja==1.13.2
+nltk==3.10.4
 numba==0.61.2
 numpy==2.2.6
-nvidia-cublas==13.1.1.3
+nvidia-cublas==13.4.1.3
 nvidia-cublas-cu12==12.6.4.1
-nvidia-cuda-cupti==13.0.85
+nvidia-cuda-cccl==13.3.4.3.1
+nvidia-cuda-cupti==13.2.86
 nvidia-cuda-cupti-cu12==12.6.80
-nvidia-cuda-nvrtc==13.0.88
+nvidia-cuda-nvrtc==13.2.86
 nvidia-cuda-nvrtc-cu12==12.6.77
-nvidia-cuda-runtime==13.0.96
+nvidia-cuda-runtime==13.2.86
 nvidia-cuda-runtime-cu12==12.6.77
 nvidia-cudnn-cu12==9.5.1.17
-nvidia-cudnn-cu13==9.20.0.48
-nvidia-cufft==12.0.0.61
+nvidia-cudnn-cu13==9.26.0.51
+nvidia-cufft==12.2.0.57
 nvidia-cufft-cu12==11.3.0.4
-nvidia-cufile==1.15.1.6
+nvidia-cufile==1.17.1.22
 nvidia-cufile-cu12==1.11.1.6
-nvidia-curand==10.4.0.35
 nvidia-curand-cu12==10.3.7.77
-nvidia-cusolver==12.0.4.66
+nvidia-cusolver==12.2.0.11
 nvidia-cusolver-cu12==11.7.1.2
-nvidia-cusparse==12.6.3.3
+nvidia-cusparse==12.7.10.12
 nvidia-cusparse-cu12==12.5.4.2
 nvidia-cusparselt-cu12==0.6.3
 nvidia-cusparselt-cu13==0.8.1
 nvidia-nccl-cu12==2.26.2
-nvidia-nccl-cu13==2.29.7
-nvidia-nvjitlink==13.3.33
+nvidia-nccl-cu13==2.30.7
+nvidia-nvjitlink==13.4.92
 nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu13==3.4.5
-nvidia-nvtx==13.0.85
+nvidia-nvshmem-cu13==3.7.2
+nvidia-nvtx==13.2.86
 nvidia-nvtx-cu12==12.6.77
 oauth2client==4.1.3
 objsize==0.7.1
 openai==1.107.1
 openai-harmony==0.0.8
 opencv-python-headless==5.0.0.93
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
+opentelemetry-exporter-http-transport==0.66b2
+opentelemetry-exporter-otlp-common==0.66b2
+opentelemetry-exporter-otlp-proto-common==1.45.2
+opentelemetry-exporter-otlp-proto-http==1.45.2
+opentelemetry-proto==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
 opt_einsum==3.4.0
-optree==0.19.1
-oracledb==4.0.2
-orjson==3.12.0
+optree==0.20.0
+oracledb==26.1.0
+orjson==3.13.0
 outlines_core==0.2.10
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
 prometheus-fastapi-instrumentator==8.1.0
 prometheus_client==0.26.0
-propcache==0.5.2
-proto-plus==1.28.3
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
 psutil==7.2.2
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 py-cpuinfo==9.0.0
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pybase64==1.5.0
+pybase64==1.5.1
 pycountry==26.2.16
-pycparser==3.0
-pydantic==2.13.4
-pydantic-extra-types==2.11.2
-pydantic-settings==2.15.0
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic-extra-types==2.11.1
+pydantic-settings==2.16.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
-python-json-logger==4.1.0
-python-multipart==0.0.32
+python-dotenv==1.2.4
+python-json-logger==4.2.0
+python-multipart==0.0.33
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-pyzmq==27.1.0
-qdrant-client==1.19.0
-ray==2.57.0
+pyzmq==27.2.0
+qdrant-client==1.20.0
+ray==2.59.0
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rich-toolkit==0.20.3
+rich-toolkit==0.20.6
 rignore==0.8.1
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 safetensors==0.8.0
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
 sentencepiece==0.2.2
-sentry-sdk==2.68.0
-setproctitle==1.3.7
+sentry-sdk==2.73.0
+setproctitle==1.3.8
 setuptools==79.0.1
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.14.0
-soupsieve==2.9.2
+soupsieve==3.0.4
 soxr==1.1.0
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
-starlette==1.6.0
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
+starlette==1.10.0
 sympy==1.14.0
 tenacity==9.1.4
 tensorflow==2.21.0
@@ -298,31 +309,31 @@ tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tiktoken==0.13.0
-tokenizers==0.21.4
+threadpoolctl==3.7.0
+tiktoken==0.14.0
+tokenizers==0.23.3
 torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
-tqdm==4.70.0
-transformers==4.55.4
+tqdm==4.70.1
+transformers==5.20.2
 triton==3.3.1
-typer==0.27.1
+truststore==0.10.5
+typer==0.27.3
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
-uvicorn==0.52.3
-uvloop==0.22.1
+urllib3==2.8.0
+uvicorn==0.54.0
+uvloop==0.23.0
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
-watchfiles==1.2.0
-websockets==16.1.1
+watchfiles==1.3.0
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
+wrapt==2.5.2
 xformers==0.0.31
 xgrammar==0.1.21
-yarl==1.24.5
+yarl==1.25.1
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 3ac48c12dd9c..8b90446388bd 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -21,84 +21,88 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-absl-py==2.5.0
+absl-py==2.5.1
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
-filelock==3.32.3
+filelock==4.2.7
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.7.0
+fsspec==2026.9.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.35
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
-google-cloud-pubsub==2.39.1
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
 google-pasta==0.2.0
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
 h5py==3.14.0
-hf-xet==1.6.0
+hf-xet==1.8.0
 hpack==4.2.0
 httpcore==1.0.9
 httplib2==0.32.1
@@ -106,104 +110,104 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.15.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
 ml_dtypes==0.6.0
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
+more-itertools==11.2.1
 mpmath==1.3.0
-multidict==6.7.1
+multidict==7.2.1
 namex==0.1.0
-networkx==3.6.1
-nltk==3.10.3
-numpy==2.4.6
+networkx==3.7
+nltk==3.10.4
+numpy==2.5.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
 opt_einsum==3.4.0
-optree==0.19.1
-oracledb==4.0.2
-orjson==3.12.0
+optree==0.20.0
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 safetensors==0.8.0
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 sympy==1.14.0
 tenacity==9.1.4
 tensorflow==2.21.0
@@ -211,20 +215,19 @@ tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
+threadpoolctl==3.7.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
-tqdm==4.70.0
+tqdm==4.70.1
 transformers==4.55.4
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
+wrapt==2.5.2
+yarl==1.25.1
 zstandard==0.25.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 58fc4f459b95..e8674d0d5b6c 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -22,73 +22,77 @@
 # Reach out to a committer if you need help.
 
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 attrs==26.1.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==1.3.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
@@ -98,111 +102,110 @@ httplib2==0.32.1
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-importlib_metadata==9.0.0
-iniconfig==2.3.0
+idna==3.20
+importlib_metadata==10.1.0
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
-multidict==6.7.1
-nltk==3.10.3
+more-itertools==11.2.1
+multidict==7.2.1
+nltk==3.10.4
 numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
-oracledb==4.0.2
-orjson==3.12.0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.17.1
-scramp==1.4.17
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 tenacity==9.1.4
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tqdm==4.70.0
+threadpoolctl==3.7.0
+tqdm==4.70.1
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
-zipp==4.1.0
+wrapt==2.5.2
+yarl==1.25.1
+zipp==4.1.2
 zstandard==0.25.0
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 24b4baca945f..5863fa1b7138 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -22,72 +22,76 @@
 # Reach out to a committer if you need help.
 
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.31
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.39.1
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
@@ -97,109 +101,108 @@ httplib2==0.32.1
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
-multidict==6.7.1
-nltk==3.10.3
-numpy==2.4.6
+more-itertools==11.2.1
+multidict==7.2.1
+nltk==3.10.4
+numpy==2.5.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
-oracledb==4.0.2
-orjson==3.12.0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 tenacity==9.1.4
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tqdm==4.70.0
+threadpoolctl==3.7.0
+tqdm==4.70.1
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
+wrapt==2.5.2
+yarl==1.25.1
 zstandard==0.25.0
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index d04061d7dd48..3996f69aa65d 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -22,71 +22,75 @@
 # Reach out to a committer if you need help.
 
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.35
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
-google-cloud-pubsub==2.39.1
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
@@ -96,109 +100,108 @@ httplib2==0.32.1
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
-multidict==6.7.1
-nltk==3.10.3
-numpy==2.4.6
+more-itertools==11.2.1
+multidict==7.2.1
+nltk==3.10.4
+numpy==2.5.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
-oracledb==4.0.2
-orjson==3.12.0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 tenacity==9.1.4
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tqdm==4.70.0
+threadpoolctl==3.7.0
+tqdm==4.70.1
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
+wrapt==2.5.2
+yarl==1.25.1
 zstandard==0.25.0
diff --git a/sdks/python/container/py314/base_image_requirements.txt b/sdks/python/container/py314/base_image_requirements.txt
index c54035585ab3..d3712606d3cb 100644
--- a/sdks/python/container/py314/base_image_requirements.txt
+++ b/sdks/python/container/py314/base_image_requirements.txt
@@ -22,71 +22,75 @@
 # Reach out to a committer if you need help.
 
 aiohappyeyeballs==2.7.1
-aiohttp==3.14.3
+aiohttp==3.14.5
 aiosignal==1.4.0
 annotated-types==0.8.0
-anyio==4.14.2
+anyio==4.16.0
+arro3-core==0.9.1
 asn1crypto==1.5.1
 attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.15.0
 bs4==0.0.2
-build==1.5.0
+build==1.6.1
 cachetools==6.2.6
 certifi==2026.10.23
 cffi==2.1.1
-charset-normalizer==3.5.0
-click==8.4.2
-cloud-sql-python-connector==1.21.0
+charset-normalizer==3.5.2
+click==8.5.0
+cloud-sql-python-connector==1.23.0
+cloudpickle==3.1.2
 crcmod==1.7
-cryptography==50.0.0
-Cython==3.2.9
+cryptography==50.0.2
+Cython==3.3.1
 defusedxml==0.7.1
+deltalake==1.6.6
+Deprecated==3.0.1
 dill==0.3.1.1
 distro==1.9.0
-dnspython==2.8.0
+dnspython==2.9.1
 docker==7.2.0
 docstring_parser==0.18.0
 execnet==2.1.2
-fastavro==1.12.2
+fastavro==1.13.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.34.0
-google-api-python-client==2.198.0
+google-api-core==2.43.2
+google-api-python-client==2.201.0
 google-apitools==0.5.35
-google-auth==2.56.3
+google-auth==2.62.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.164.0
-google-cloud-bigquery==3.43.0
-google-cloud-bigquery-storage==2.40.0
-google-cloud-bigtable==2.44.0
-google-cloud-build==3.38.1
-google-cloud-core==2.6.1
+google-cloud-aiplatform==1.165.1
+google-cloud-bigquery==3.47.0
+google-cloud-bigquery-storage==2.43.0
+google-cloud-bigtable==2.47.0
+google-cloud-build==3.42.0
+google-cloud-core==2.8.0
 google-cloud-dataflow-client==0.13.0
-google-cloud-datastore==2.26.0
-google-cloud-dlp==3.38.0
-google-cloud-kms==3.16.0
-google-cloud-language==2.21.0
-google-cloud-monitoring==2.31.0
-google-cloud-pubsub==2.39.1
+google-cloud-datastore==2.27.0
+google-cloud-dlp==3.40.0
+google-cloud-kms==3.18.0
+google-cloud-language==2.22.0
+google-cloud-monitoring==2.32.0
+google-cloud-pubsub==2.43.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.18.0
-google-cloud-secret-manager==2.30.0
-google-cloud-spanner==3.69.1
-google-cloud-storage==3.13.1
-google-cloud-videointelligence==2.20.0
-google-cloud-vision==3.15.0
-google-crc32c==1.8.0
-google-genai==2.18.1
-google-resumable-media==2.10.1
-googleapis-common-protos==1.75.1
-greenlet==3.5.5
-grpc-google-iam-v1==0.14.5
+google-cloud-resource-manager==1.19.0
+google-cloud-secret-manager==2.31.0
+google-cloud-spanner==3.71.0
+google-cloud-sql==0.1.3
+google-cloud-storage==3.17.1
+google-cloud-videointelligence==2.21.0
+google-cloud-vision==3.16.0
+google-crc32c==1.9.0
+google-genai==2.34.0
+google-resumable-media==2.11.0
+googleapis-common-protos==1.76.0
+grpc-google-iam-v1==0.14.6
 grpc-interceptor==0.15.4
-grpcio==1.85.0
-grpcio-status==1.85.0
+grpcio==1.85.1
+grpcio-status==1.85.1
 guppy3==3.1.7
 h11==0.16.0
 h2==4.4.1
@@ -96,109 +100,108 @@ httplib2==0.32.1
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.18
-iniconfig==2.3.0
+idna==3.20
+iniconfig==2.3.1
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
 jaraco.functools==4.6.0
 jeepney==0.9.0
 Jinja2==3.1.6
-joblib==1.5.3
-jsonpickle==4.1.2
+joblib==1.6.0
+jsonpickle==4.1.4
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
-linkify-it-py==2.1.0
+linkify-it-py==2.2.0
 markdown-it-py==4.2.0
-MarkupSafe==3.0.3
+MarkupSafe==3.0.4
 mdit-py-plugins==0.6.1
 mdurl==0.1.2
 memray==1.19.3
-mmh3==5.2.1
+mmh3==5.3.1
 mock==5.2.0
-more-itertools==11.1.0
-multidict==6.7.1
-nltk==3.10.3
-numpy==2.4.6
+more-itertools==11.2.1
+multidict==7.2.1
+nltk==3.10.4
+numpy==2.5.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.44.0
+opentelemetry-api==1.45.2
 opentelemetry-resourcedetector-gcp==1.14.0
-opentelemetry-sdk==1.44.0
-opentelemetry-semantic-conventions==0.65b0
-oracledb==4.0.2
-orjson==3.12.0
+opentelemetry-sdk==1.45.2
+opentelemetry-semantic-conventions==0.66b2
+oracledb==26.1.0
+orjson==3.13.0
 packaging==26.3
 pandas==2.3.3
 parameterized==0.9.0
-pg8000==1.31.5
-pillow==12.3.0
-pip==26.2.2
-platformdirs==4.11.3
-pluggy==1.6.0
-portalocker==3.2.0
-propcache==0.5.2
-proto-plus==1.28.3
+pg8000==1.31.6
+pillow==13.0.0
+pip==26.3
+platformdirs==4.14.3
+pluggy==1.7.0
+portalocker==4.4.2
+propcache==0.5.4
+proto-plus==1.29.0
 protobuf==6.33.6
-psycopg2-binary==2.9.12
+psycopg2-binary==2.9.13
 pyarrow==25.0.1
-pyasn1==0.6.4
+pyasn1==0.6.5
 pyasn1_modules==0.4.2
-pycparser==3.0
-pydantic==2.13.4
-pydantic_core==2.46.4
+pycparser==3.12
+pydantic==2.14.2
+pydantic_core==2.50.2
 pydot==1.4.2
-Pygments==2.20.0
+Pygments==2.21.0
 PyHamcrest==2.1.0
-pymongo==4.17.0
-PyMySQL==1.2.0
-pyparsing==3.3.2
-pyproject_hooks==1.2.0
-pystack==1.7.1
-pytest==9.1.1
+pymongo==4.19.0
+PyMySQL==1.2.3
+pyparsing==3.3.3
+pyproject_hooks==1.3.3
+pystack==1.7.2
+pytest==9.2.0
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.2.2
+python-dotenv==1.2.4
 python-tds==1.17.1
-pytz==2026.3.post1
+pytz==2026.6
 PyYAML==6.0.3
-qdrant-client==1.19.0
-quickjs-ng==0.16.0.1
+qdrant-client==1.20.0
+quickjs-ng==0.17.0.2
 referencing==0.37.0
-regex==2026.7.19
+regex==2026.9.29
 requests==2.34.2
 requests-mock==1.12.1
 rich==15.0.0
-rpds-py==2026.6.3
+rpds-py==2026.9.1
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.18.0
-scramp==1.4.17
+scipy==1.18.1
+scramp==1.5.0
 SecretStorage==3.5.0
-setuptools==84.0.0
+setuptools==84.2.1
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-soupsieve==2.9.2
-SQLAlchemy==2.0.52
-sqlalchemy_pytds==1.0.2
-sqlparse==0.6.0
+soupsieve==3.0.4
+SQLAlchemy==2.1.6
+sqlalchemy_pytds==1.0.3
+sqlparse==0.6.1
 tenacity==9.1.4
 testcontainers==4.15.0
 textual==8.2.8
-threadpoolctl==3.6.0
-tqdm==4.70.0
+threadpoolctl==3.7.0
+tqdm==4.70.1
 typing-inspection==0.4.4
 typing_extensions==4.16.0
-tzdata==2026.3
-uc-micro-py==2.0.0
+tzdata==2026.6
 uritemplate==4.2.0
-urllib3==2.7.0
+urllib3==2.8.0
 virtualenv-clone==0.5.7
-websockets==16.1.1
+websockets==17.4
 wheel==0.48.0
-wrapt==2.3.0
-yarl==1.24.5
+wrapt==2.5.2
+yarl==1.25.1
 zstandard==0.25.0

From 64db60f083c514cbd2e09103caf6b7f256efa108 Mon Sep 17 00:00:00 2001
From: tvalentyn <tvalentyn@users.noreply.github.com>
Date: Tue, 3 Nov 2026 18:25:58 -0800
Subject: [PATCH 3/4] Add license for arro3-core

---
 sdks/python/container/license_scripts/dep_urls_py.yaml | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/sdks/python/container/license_scripts/dep_urls_py.yaml b/sdks/python/container/license_scripts/dep_urls_py.yaml
index 658c130e6985..fa1dc93c86ec 100644
--- a/sdks/python/container/license_scripts/dep_urls_py.yaml
+++ b/sdks/python/container/license_scripts/dep_urls_py.yaml
@@ -33,6 +33,8 @@ pip_dependencies:
   # TODO(BEAM-8371): License for this dependency cannot be automatically retrieved on Python 2.
   appdirs:
     license: "https://raw.githubusercontent.com/ActiveState/appdirs/master/LICENSE.txt"
+  arro3-core:                                                                                                                                                                                                  
+    license: "https://raw.githubusercontent.com/kylebarron/arro3/refs/heads/main/LICENSE_APACHE"
   avro:
     license: "https://raw.githubusercontent.com/apache/avro/master/LICENSE.txt"
     notice: "https://raw.githubusercontent.com/apache/avro/master/NOTICE.txt"

From a413b7507f51081b41710a3760574f4b713c58d7 Mon Sep 17 00:00:00 2001
From: tvalentyn <tvalentyn@users.noreply.github.com>
Date: Tue, 3 Nov 2026 18:26:55 -0800
Subject: [PATCH 4/4] lints

---
 sdks/python/container/license_scripts/dep_urls_py.yaml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sdks/python/container/license_scripts/dep_urls_py.yaml b/sdks/python/container/license_scripts/dep_urls_py.yaml
index fa1dc93c86ec..e1fdabdae4b9 100644
--- a/sdks/python/container/license_scripts/dep_urls_py.yaml
+++ b/sdks/python/container/license_scripts/dep_urls_py.yaml
@@ -33,7 +33,7 @@ pip_dependencies:
   # TODO(BEAM-8371): License for this dependency cannot be automatically retrieved on Python 2.
   appdirs:
     license: "https://raw.githubusercontent.com/ActiveState/appdirs/master/LICENSE.txt"
-  arro3-core:                                                                                                                                                                                                  
+  arro3-core:
     license: "https://raw.githubusercontent.com/kylebarron/arro3/refs/heads/main/LICENSE_APACHE"
   avro:
     license: "https://raw.githubusercontent.com/apache/avro/master/LICENSE.txt"