diff --git a/.github/trigger_files/beam_PostCommit_Python.json b/.github/trigger_files/beam_PostCommit_Python.json
index 4fa65debc3c5..c6ec17f48412 100644
--- a/.github/trigger_files/beam_PostCommit_Python.json
+++ b/.github/trigger_files/beam_PostCommit_Python.json
@@ -1,5 +1,5 @@
 {
   "comment": "Modify this file in a trivial way to cause this test suite to run.",
-  "modification": 34
+  "modification": 35
 }
 
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index d4d0bdbb1686..6b8453760532 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -27,53 +27,53 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-exceptiongroup==1.3.0
-execnet==2.1.1
+exceptiongroup==1.3.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -86,11 +86,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -98,13 +98,12 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -116,15 +115,15 @@ Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-ml_dtypes==0.5.3
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
@@ -136,12 +135,12 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -160,13 +159,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -178,26 +176,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.15.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -205,7 +201,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 tomli==2.3.0
@@ -220,9 +216,9 @@ uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index 3ece38b033ff..a78e370083d5 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -26,9 +26,9 @@ aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
-annotated-doc==0.0.3
+annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
@@ -36,13 +36,13 @@ async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
+cachetools==6.2.2
 cbor2==5.7.1
-certifi==2025.10.5
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.2.1
@@ -52,22 +52,22 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.1.6
+Cython==3.2.2
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
-exceptiongroup==1.3.0
-execnet==2.1.1
-fastapi==0.121.0
-fastapi-cli==0.0.14
-fastapi-cloud-cli==0.3.1
+exceptiongroup==1.3.1
+execnet==2.1.2
+fastapi==0.123.8
+fastapi-cli==0.0.16
+fastapi-cloud-cli==0.6.0
+fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
@@ -75,22 +75,23 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 gguf==0.17.1
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -103,11 +104,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -115,14 +116,13 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -132,32 +132,32 @@ jaraco.context==6.0.1
 jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.11.1
+jiter==0.12.0
 joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
 libclang==18.1.1
 llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-mistral_common==1.8.5
-ml_dtypes==0.5.3
+mistral_common==1.8.6
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.19.0
+msgspec==0.20.0
 multidict==6.7.0
 namex==0.1.0
 networkx==3.4.2
@@ -183,21 +183,21 @@ nvidia-nvtx-cu12==12.6.77
 oauth2client==4.1.3
 objsize==0.7.1
 openai==1.107.1
-openai-harmony==0.0.4
+openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 outlines_core==0.2.10
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
-partial-json-parser==0.2.1.1.post6
+partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
 pillow==12.0.0
 pip==25.3
@@ -217,14 +217,13 @@ pyasn1_modules==0.4.2
 pybase64==1.4.2
 pycountry==24.6.1
 pycparser==2.23
-pydantic==2.12.3
+pydantic==2.12.5
 pydantic-extra-types==2.10.6
-pydantic_core==2.41.4
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -239,24 +238,23 @@ python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.51.1
-redis==5.3.1
+ray==2.52.1
 referencing==0.37.0
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.15.1
-rignore==0.7.4
-rpds-py==0.28.0
+rich-toolkit==0.17.0
+rignore==0.7.6
+rpds-py==0.30.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.15.3
 scramp==1.4.6
-SecretStorage==3.4.0
+SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.43.0
+sentry-sdk==2.47.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -269,8 +267,8 @@ soupsieve==2.8
 soxr==1.0.0
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
-starlette==0.49.3
+sqlparse==0.5.4
+starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -278,7 +276,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -302,9 +300,9 @@ virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 xformers==0.0.31
 xgrammar==0.1.21
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 0d9874d52640..829cb8be15cb 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -27,51 +27,51 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -84,11 +84,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -96,13 +96,12 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -114,32 +113,32 @@ Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-ml_dtypes==0.5.3
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 multidict==6.7.0
 namex==0.1.0
-networkx==3.5
+networkx==3.6
 nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -158,13 +157,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -176,26 +174,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -203,7 +199,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -217,9 +213,9 @@ uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 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 e9c281dc0f4a..30a569d054a2 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -26,22 +26,22 @@ aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
-annotated-doc==0.0.3
+annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
+cachetools==6.2.2
 cbor2==5.7.1
-certifi==2025.10.5
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.2.1
@@ -51,21 +51,21 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.1.6
+Cython==3.2.2
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
-execnet==2.1.1
-fastapi==0.121.0
-fastapi-cli==0.0.14
-fastapi-cloud-cli==0.3.1
+execnet==2.1.2
+fastapi==0.123.8
+fastapi-cli==0.0.16
+fastapi-cloud-cli==0.6.0
+fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
@@ -73,22 +73,23 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 gguf==0.17.1
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -101,11 +102,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -113,14 +114,13 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -130,35 +130,35 @@ jaraco.context==6.0.1
 jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.11.1
+jiter==0.12.0
 joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
 libclang==18.1.1
 llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-mistral_common==1.8.5
-ml_dtypes==0.5.3
+mistral_common==1.8.6
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.19.0
+msgspec==0.20.0
 multidict==6.7.0
 namex==0.1.0
-networkx==3.5
+networkx==3.6
 ninja==1.13.0
 nltk==3.9.2
 numba==0.61.2
@@ -181,21 +181,21 @@ nvidia-nvtx-cu12==12.6.77
 oauth2client==4.1.3
 objsize==0.7.1
 openai==1.107.1
-openai-harmony==0.0.4
+openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 outlines_core==0.2.10
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
-partial-json-parser==0.2.1.1.post6
+partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
 pillow==12.0.0
 pip==25.3
@@ -215,14 +215,13 @@ pyasn1_modules==0.4.2
 pybase64==1.4.2
 pycountry==24.6.1
 pycparser==2.23
-pydantic==2.12.3
+pydantic==2.12.5
 pydantic-extra-types==2.10.6
-pydantic_core==2.41.4
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -237,24 +236,23 @@ python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.51.1
-redis==5.3.1
+ray==2.52.1
 referencing==0.37.0
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.15.1
-rignore==0.7.4
-rpds-py==0.28.0
+rich-toolkit==0.17.0
+rignore==0.7.6
+rpds-py==0.30.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.43.0
+sentry-sdk==2.47.0
 setproctitle==1.3.7
 setuptools==80.9.0
 shapely==2.1.2
@@ -267,8 +265,8 @@ soupsieve==2.8
 soxr==1.0.0
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
-starlette==0.49.3
+sqlparse==0.5.4
+starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -276,7 +274,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -299,9 +297,9 @@ virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 xformers==0.0.31
 xgrammar==0.1.21
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 2e9ddec66570..f2e650ee950a 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -27,50 +27,50 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -83,11 +83,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -95,13 +95,12 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -113,32 +112,32 @@ Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-ml_dtypes==0.5.3
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 multidict==6.7.0
 namex==0.1.0
-networkx==3.5
+networkx==3.6
 nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -157,13 +156,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -175,26 +173,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -202,7 +198,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -216,9 +212,9 @@ uritemplate==4.2.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 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 e0c1b617f3f0..c63fce58e132 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -26,21 +26,21 @@ aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
-annotated-doc==0.0.3
+annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 attrs==25.4.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 blake3==1.0.8
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
+cachetools==6.2.2
 cbor2==5.7.1
-certifi==2025.10.5
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.2.1
@@ -50,21 +50,21 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.1.6
+Cython==3.2.2
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
 einops==0.8.1
 email-validator==2.3.0
-execnet==2.1.1
-fastapi==0.121.0
-fastapi-cli==0.0.14
-fastapi-cloud-cli==0.3.1
+execnet==2.1.2
+fastapi==0.123.8
+fastapi-cli==0.0.16
+fastapi-cloud-cli==0.6.0
+fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
@@ -72,22 +72,23 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 gguf==0.17.1
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -100,11 +101,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -112,14 +113,13 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httptools==0.7.1
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -129,35 +129,35 @@ jaraco.context==6.0.1
 jaraco.functools==4.3.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.11.1
+jiter==0.12.0
 joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
 libclang==18.1.1
 llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 milvus-lite==2.5.1
-mistral_common==1.8.5
-ml_dtypes==0.5.3
+mistral_common==1.8.6
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.19.0
+msgspec==0.20.0
 multidict==6.7.0
 namex==0.1.0
-networkx==3.5
+networkx==3.6
 ninja==1.13.0
 nltk==3.9.2
 numba==0.61.2
@@ -180,21 +180,21 @@ nvidia-nvtx-cu12==12.6.77
 oauth2client==4.1.3
 objsize==0.7.1
 openai==1.107.1
-openai-harmony==0.0.4
+openai-harmony==0.0.8
 opencv-python-headless==4.12.0.88
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 outlines_core==0.2.10
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
-partial-json-parser==0.2.1.1.post6
+partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
 pillow==12.0.0
 pip==25.3
@@ -214,14 +214,13 @@ pyasn1_modules==0.4.2
 pybase64==1.4.2
 pycountry==24.6.1
 pycparser==2.23
-pydantic==2.12.3
+pydantic==2.12.5
 pydantic-extra-types==2.10.6
-pydantic_core==2.41.4
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -236,24 +235,23 @@ python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.51.1
-redis==5.3.1
+ray==2.52.1
 referencing==0.37.0
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rich-toolkit==0.15.1
-rignore==0.7.4
-rpds-py==0.28.0
+rich-toolkit==0.17.0
+rignore==0.7.6
+rpds-py==0.30.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.43.0
+sentry-sdk==2.47.0
 setproctitle==1.3.7
 setuptools==79.0.1
 shapely==2.1.2
@@ -266,8 +264,8 @@ soupsieve==2.8
 soxr==1.0.0
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
-starlette==0.49.3
+sqlparse==0.5.4
+starlette==0.50.0
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -275,7 +273,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -298,9 +296,9 @@ virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 xformers==0.0.31
 xgrammar==0.1.21
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 59eb65d6ee59..079cca658130 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -27,49 +27,49 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.10.0
+fsspec==2025.12.0
 future==1.0.0
-gast==0.6.0
+gast==0.7.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 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
@@ -81,11 +81,11 @@ 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==1.48.0
+google-genai==1.53.0
 google-pasta==0.2.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.76.0
@@ -93,13 +93,12 @@ grpcio-status==1.76.0
 guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
-hdfs==2.7.3
 hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
 huggingface-hub==0.36.0
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -111,31 +110,31 @@ Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
 keras==3.12.0
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-Markdown==3.9
+Markdown==3.10
 markdown-it-py==4.0.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-ml_dtypes==0.5.3
+ml_dtypes==0.5.4
 mmh3==5.2.0
 mock==5.2.0
 more-itertools==10.8.0
 mpmath==1.3.0
 multidict==6.7.0
 namex==0.1.0
-networkx==3.5
+networkx==3.6
 nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
 opt_einsum==3.4.0
-optree==0.17.0
-oracledb==3.4.0
+optree==0.18.0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -147,20 +146,19 @@ pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
-protobuf==6.33.0
+protobuf==6.33.1
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
 pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.6.3
-pymongo==4.15.3
+pymilvus==2.6.4
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -172,26 +170,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
 rsa==4.9.1
-safetensors==0.6.2
+safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 sympy==1.14.0
 tenacity==8.5.0
 tensorboard==2.20.0
@@ -199,7 +195,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.2.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -211,9 +207,9 @@ tzdata==2025.2
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.3
+Werkzeug==3.1.4
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 67bd2226557b..19b334e1e63c 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -26,48 +26,48 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 async-timeout==5.0.1
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-exceptiongroup==1.3.0
-execnet==2.1.1
+exceptiongroup==1.3.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -80,21 +80,20 @@ 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==1.48.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-genai==1.53.0
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
-hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -105,7 +104,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 milvus-lite==2.5.1
@@ -117,10 +116,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
-oracledb==3.4.0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -138,13 +137,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -156,26 +154,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.15.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 tenacity==8.5.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tomli==2.3.0
 tqdm==4.67.1
@@ -188,7 +184,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 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 766c8f47706e..c1bdb51d8a6f 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -26,46 +26,46 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
 backports.tarfile==1.2.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -78,21 +78,20 @@ 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==1.48.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-genai==1.53.0
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
-hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -103,7 +102,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 milvus-lite==2.5.1
@@ -115,10 +114,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
-oracledb==3.4.0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -136,13 +135,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -154,26 +152,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 tenacity==8.5.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
@@ -185,7 +181,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 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 b97dbaeeb8e3..be73514004e1 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -26,45 +26,45 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
-google-api-python-client==2.186.0
+google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
+google-cloud-kms==3.7.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
 google-cloud-pubsub==2.33.0
@@ -77,21 +77,20 @@ 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==1.48.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-genai==1.53.0
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 guppy3==3.1.5
 h11==0.16.0
-hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -102,7 +101,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 milvus-lite==2.5.1
@@ -114,10 +113,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
-oracledb==3.4.0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -135,13 +134,12 @@ pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.5.16
-pymongo==4.15.3
+pymilvus==2.5.18
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -153,26 +151,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 tenacity==8.5.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
@@ -184,7 +180,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 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 423a5eabc862..7ee29455b51a 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -26,28 +26,27 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.11.0
+anyio==4.12.0
 asn1crypto==1.5.1
 attrs==25.4.0
 beartype==0.21.0
-beautifulsoup4==4.14.2
+beautifulsoup4==4.14.3
 bs4==0.0.2
 build==1.3.0
-cachetools==6.2.1
-certifi==2025.10.5
+cachetools==6.2.2
+certifi==2025.11.12
 cffi==2.0.0
 charset-normalizer==3.4.4
-click==8.3.0
+click==8.3.1
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.6
+Cython==3.2.2
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
-docopt==0.6.2
 docstring_parser==0.17.0
-execnet==2.1.1
+execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
 freezegun==1.5.5
@@ -55,15 +54,16 @@ frozenlist==1.8.0
 future==1.0.0
 google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.42.1
+google-auth==2.43.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.124.0
+google-cloud-aiplatform==1.129.0
 google-cloud-bigquery==3.38.0
 google-cloud-bigquery-storage==2.34.0
 google-cloud-bigtable==2.34.0
 google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 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
@@ -75,21 +75,20 @@ 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==1.48.0
-google-resumable-media==2.7.2
-googleapis-common-protos==1.71.0
-greenlet==3.2.4
+google-genai==1.53.0
+google-resumable-media==2.8.0
+googleapis-common-protos==1.72.0
+greenlet==3.3.0
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
 grpcio==1.76.0
 grpcio-status==1.76.0
 guppy3==3.1.5
 h11==0.16.0
-hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.145.0
+hypothesis==6.148.3
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -100,7 +99,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.2
 jsonpickle==3.4.2
-keyring==25.6.0
+keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 mmh3==5.2.0
@@ -111,10 +110,10 @@ nltk==3.9.2
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.38.0
-opentelemetry-sdk==1.38.0
-opentelemetry-semantic-conventions==0.59b0
-oracledb==3.4.0
+opentelemetry-api==1.39.0
+opentelemetry-sdk==1.39.0
+opentelemetry-semantic-conventions==0.60b0
+oracledb==3.4.1
 orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
@@ -125,20 +124,19 @@ pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
-protobuf==6.33.0
+protobuf==6.33.1
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
 pyarrow-hotfix==0.7
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.23
-pydantic==2.12.3
-pydantic_core==2.41.4
+pydantic==2.12.5
+pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-PyJWT==2.10.1
-pymilvus==2.6.3
-pymongo==4.15.3
+pymilvus==2.6.4
+pymongo==4.15.5
 PyMySQL==1.1.2
 pyparsing==3.2.5
 pyproject_hooks==1.2.0
@@ -150,26 +148,24 @@ python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
-redis==5.3.1
-regex==2025.10.23
+regex==2025.11.3
 requests==2.32.5
 requests-mock==1.12.1
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.16.3
 scramp==1.4.6
-SecretStorage==3.4.0
+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
 SQLAlchemy==2.0.44
 sqlalchemy_pytds==1.0.2
-sqlparse==0.5.3
+sqlparse==0.5.4
 tenacity==8.5.0
-testcontainers==4.13.2
+testcontainers==4.13.3
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
@@ -179,7 +175,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==2.0.0
+wrapt==2.0.1
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0