diff --git a/sdks/python/container/base_image_requirements_manual.txt b/sdks/python/container/base_image_requirements_manual.txt
index 2a6a11415ee9..f567cde2d07b 100644
--- a/sdks/python/container/base_image_requirements_manual.txt
+++ b/sdks/python/container/base_image_requirements_manual.txt
@@ -41,9 +41,12 @@ guppy3
 mmh3  # Optimizes execution of some Beam codepaths. TODO: Make it Beam's dependency.
 nltk  # Commonly used for natural language processing.
 google-crc32c
-scipy
+scipy<1.16;python_version<"3.11"
+scipy;python_version>="3.11"
 scikit-learn
 build>=1.0,<2 # tool to build sdist from setup.py in stager.
 # Dill 0.3.1.1 is included as a base manual requirement so is avaiable to users
 # with pickle_library=dill, but apache-beam does not have a hard dependency.
 dill>=0.3.1.1,<0.3.2
+idna>=3.15
+
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index b60f788ea396..f2f12ef6da23 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -23,8 +23,8 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -37,74 +37,74 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy-data-plane==0.2.6
 exceptiongroup==1.3.1
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -112,12 +112,12 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -125,17 +125,17 @@ Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.12.2
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
@@ -144,52 +144,53 @@ nltk==3.9.4
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
 rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
@@ -202,11 +203,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
@@ -219,14 +220,14 @@ tqdm==4.67.3
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 tzlocal==5.3.1
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
+zipp==4.1.0
 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 ac7f9add86af..dbd802266e74 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -23,37 +23,38 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
 async-timeout==5.0.1
-attrs==25.4.0
+attrs==26.1.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 blake3==1.0.8
 bs4==0.0.2
-build==1.4.0
+build==1.5.0
 cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -62,67 +63,67 @@ diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 einops==0.8.2
 email-validator==2.3.0
 envoy-data-plane==0.2.6
 exceptiongroup==1.3.1
 execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.17.1
+fastar==0.11.0
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -131,21 +132,21 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
 joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.12.2
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -154,104 +155,119 @@ llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
 Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
 multidict==6.7.1
 namex==0.1.0
 networkx==3.4.2
 ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
 numba==0.61.2
 numpy==2.2.6
+nvidia-cublas==13.1.1.3
 nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
 nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
 nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
 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-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
 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-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
 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==13.0.88
 nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
 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==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
 outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
 psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 py-cpuinfo==9.0.0
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pybase64==1.4.3
 pycountry==26.2.16
 pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.2
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -261,55 +277,55 @@ scipy==1.15.3
 scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
 setproctitle==1.3.7
-setuptools==82.0.1
+setuptools==81.0.0
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
 soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 starlette==0.52.1
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
 tokenizers==0.21.4
-tomli==2.4.0
+tomli==2.4.1
 torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
 transformers==4.55.4
 triton==3.3.1
-typer==0.24.1
+typer==0.25.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
 websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.0
 xformers==0.0.31
 xgrammar==0.1.21
-yarl==1.23.0
-zipp==3.23.0
+yarl==1.24.2
+zipp==4.1.0
 zstandard==0.25.0
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 27025b1130e3..d143e0430ffc 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -23,8 +23,8 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -36,74 +36,74 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -111,12 +111,12 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -124,56 +124,57 @@ Js2Py==0.74
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -182,13 +183,13 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
 rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
@@ -201,11 +202,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
@@ -217,14 +218,14 @@ tqdm==4.67.3
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 tzlocal==5.3.1
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
+zipp==4.1.0
 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 01caaf42565a..22b6427a264f 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -23,36 +23,37 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
-build==1.4.0
+build==1.5.0
 cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -61,67 +62,67 @@ diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 einops==0.8.2
 email-validator==2.3.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.17.1
+fastar==0.11.0
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
-grpcio-tools==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
+grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -130,21 +131,21 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
 joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -153,84 +154,99 @@ llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
 Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
 ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
 numba==0.61.2
 numpy==2.2.6
+nvidia-cublas==13.1.1.3
 nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
 nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
 nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
 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-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
 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-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
 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==13.0.88
 nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
 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==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
 outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
 psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 py-cpuinfo==9.0.0
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pybase64==1.4.3
 pycountry==26.2.16
 pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.2
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -238,19 +254,19 @@ pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -260,30 +276,30 @@ scipy==1.17.1
 scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
 setproctitle==1.3.7
-setuptools==82.0.1
+setuptools==81.0.0
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
 soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 starlette==0.52.1
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
 tokenizers==0.21.4
 torch==2.7.1
 torchaudio==2.7.1
@@ -291,23 +307,23 @@ torchvision==0.22.1
 tqdm==4.67.3
 transformers==4.55.4
 triton==3.3.1
-typer==0.24.1
+typer==0.25.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
 websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.0
 xformers==0.0.31
 xgrammar==0.1.21
-yarl==1.23.0
-zipp==3.23.0
+yarl==1.24.2
+zipp==4.1.0
 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 761753b6801a..5353138178d4 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -23,8 +23,8 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -35,74 +35,74 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -110,67 +110,67 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -179,13 +179,13 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.0
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
 rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
@@ -198,29 +198,28 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
-torch==2.8.0
+torch==2.8.0+cpu
 tqdm==4.67.3
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
 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 2b947b22e23a..c4262c335f29 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -23,35 +23,36 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 blake3==1.0.8
 bs4==0.0.2
-build==1.4.0
+build==1.5.0
 cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
 cupy-cuda12x==14.0.1
 Cython==3.2.4
 depyf==0.19.0
@@ -60,67 +61,67 @@ diskcache==5.6.3
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 einops==0.8.2
 email-validator==2.3.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
 fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.17.1
+fastar==0.11.0
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
-grpcio-tools==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
+grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -129,21 +130,20 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
 iniconfig==2.3.0
 interegular==0.3.3
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
 joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 lark==1.2.2
@@ -152,17 +152,17 @@ llguidance==0.7.30
 llvmlite==0.44.0
 lm-format-enforcer==0.10.12
 Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
@@ -170,66 +170,81 @@ ninja==1.13.0
 nltk==3.9.4
 numba==0.61.2
 numpy==2.2.6
+nvidia-cublas==13.1.1.3
 nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
 nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
 nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
 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-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
 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-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
 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==13.0.88
 nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
 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==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
 outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
 psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 py-cpuinfo==9.0.0
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pybase64==1.4.3
 pycountry==26.2.16
 pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.2
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -237,19 +252,19 @@ pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
 referencing==0.37.0
-regex==2026.2.28
-requests==2.33.0
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
 rignore==0.7.6
 rpds-py==0.30.0
 rsa==4.9.1
@@ -259,7 +274,7 @@ scipy==1.17.1
 scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
 setproctitle==1.3.7
 setuptools==79.0.1
 shellingham==1.5.4
@@ -268,45 +283,44 @@ sniffio==1.3.1
 sortedcontainers==2.4.0
 soundfile==0.13.1
 soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 starlette==0.52.1
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
 tokenizers==0.21.4
-torch==2.8.0
+torch==2.7.1
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
 transformers==4.55.4
 triton==3.3.1
-typer==0.24.1
+typer==0.25.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
 websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.0
 xformers==0.0.31
-xgrammar==0.1.32
-yarl==1.23.0
-zipp==3.23.0
+xgrammar==0.1.21
+yarl==1.24.2
 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 b92d500a4339..940469250069 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -23,8 +23,8 @@
 
 absl-py==2.4.0
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -35,73 +35,73 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.35
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.5.0
 google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
 hpack==4.1.0
 httpcore==1.0.9
 httplib2==0.31.2
@@ -109,82 +109,82 @@ httpx==0.28.1
 huggingface_hub==0.36.2
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
 jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
 MarkupSafe==3.0.3
 mdurl==0.1.2
 ml_dtypes==0.5.4
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
 opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
 rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
@@ -197,11 +197,11 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
@@ -213,13 +213,12 @@ tqdm==4.67.3
 transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
 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 1712f0f36806..76558be6a524 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -22,8 +22,8 @@
 # Reach out to a committer if you need help.
 
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -35,65 +35,65 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy-data-plane==0.2.6
 exceptiongroup==1.3.1
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.5.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -102,12 +102,12 @@ httplib2==0.31.2
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -120,41 +120,42 @@ keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 multidict==6.7.1
 nltk==3.9.4
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -163,11 +164,11 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -180,24 +181,24 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tomli==2.4.1
 tqdm==4.67.3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 tzlocal==5.3.1
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
+zipp==4.1.0
 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 c7bb3fd7280a..4ddd66300db0 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -22,8 +22,8 @@
 # Reach out to a committer if you need help.
 
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -34,65 +34,65 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.5.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -101,12 +101,12 @@ httplib2==0.31.2
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
+importlib_metadata==9.0.0
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -119,41 +119,42 @@ keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 multidict==6.7.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
 pytest==9.0.3
@@ -162,11 +163,11 @@ pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -179,23 +180,23 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 tzlocal==5.3.1
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
+zipp==4.1.0
 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 d0948d43a9e6..4cd1ac08ff14 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -22,8 +22,8 @@
 # Reach out to a committer if you need help.
 
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -33,65 +33,65 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.5.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -100,12 +100,11 @@ httplib2==0.31.2
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -117,53 +116,54 @@ keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 multidict==6.7.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -176,22 +176,21 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
 urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
 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 7859cc82569d..bbc51f232ca7 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -22,8 +22,8 @@
 # Reach out to a committer if you need help.
 
 aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -33,64 +33,64 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.2
+build==1.5.0
 cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
 cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.0
+cloud-sql-python-connector==1.20.2
 crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
 docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
 envoy_data_plane==1.0.3
 execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
 fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
 google-apitools==0.5.35
-google-auth==2.49.1
+google-auth==2.53.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
 google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
 google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
 google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
 google-cloud-language==2.20.0
 google-cloud-monitoring==2.30.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
 google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
 google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.5.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
 grpc-interceptor==0.15.4
 grpcio==1.80.0
 grpcio-status==1.80.0
 grpcio-tools==1.80.0
 grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -99,12 +99,11 @@ httplib2==0.31.2
 httpx==0.28.1
 hyperframe==6.1.0
 hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.15
 iniconfig==2.3.0
 jaraco.classes==3.4.0
 jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
 jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
@@ -116,53 +115,54 @@ keyrings.google-artifactregistry-auth==1.1.2
 MarkupSafe==3.0.3
 mmh3==5.2.1
 mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.0.2
 multidict==6.7.1
 nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
 pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
 protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
 pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
 Pygments==2.20.0
 PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
 pyparsing==3.3.2
 pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
 python-dotenv==1.2.2
 python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -175,22 +175,21 @@ six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
 soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
 uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
 virtualenv-clone==0.5.7
 websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.0
+yarl==1.24.2
 zstandard==0.25.0
diff --git a/sdks/python/container/run_generate_requirements.sh b/sdks/python/container/run_generate_requirements.sh
index 4c7eea0b7398..f397626dbb88 100755
--- a/sdks/python/container/run_generate_requirements.sh
+++ b/sdks/python/container/run_generate_requirements.sh
@@ -93,7 +93,7 @@ fi
 # Force torch dependencies to be pulled from the PyTorch CPU wheel
 # repository so that they don't include GPU dependencies with
 # non-compliant licenses
-pip install ${PIP_EXTRA_OPTIONS:+"$PIP_EXTRA_OPTIONS"}  --no-cache-dir "$SDK_TARBALL""$EXTRAS" $INDEX_URL_OPTION
+pip install ${PIP_EXTRA_OPTIONS:+"$PIP_EXTRA_OPTIONS"} -c "$PWD"/sdks/python/container/base_image_requirements_manual.txt --no-cache-dir "$SDK_TARBALL""$EXTRAS" $INDEX_URL_OPTION
 pip install ${PIP_EXTRA_OPTIONS:+"$PIP_EXTRA_OPTIONS"}  --no-cache-dir -r "$PWD"/sdks/python/container/base_image_requirements_manual.txt
 
 pip uninstall -y apache-beam
diff --git a/sdks/python/setup.py b/sdks/python/setup.py
index 4c1384c31517..65da93e566c1 100644
--- a/sdks/python/setup.py
+++ b/sdks/python/setup.py
@@ -180,6 +180,7 @@ def cythonize(*args, **kwargs):
     'langchain',
     'sentence-transformers>=2.2.2',
     'skl2onnx',
+    'scipy<1.16.0; python_version < "3.11"',
     'pyod>=0.7.6',  # 0.7.5 crashes setuptools
     'tensorflow',
     # tensorflow transitive dep, lower versions not compatible with Python3.10+
@@ -506,6 +507,7 @@ def get_portability_package_data():
               'pytest-xdist>=2.5.0,<4',
               'pytest-timeout>=2.1.0,<3',
               'scikit-learn>=0.20.0,<1.8.0',
+              'scipy<1.16.0; python_version < "3.11"',
               'sqlalchemy>=1.3,<3.0',
               'psycopg2-binary>=2.8.5,<3.0',
               'testcontainers[mysql,kafka,milvus]>=4.0.0,<5.0.0',
@@ -518,7 +520,8 @@ def get_portability_package_data():
               'sqlalchemy-pytds>=1.0.2',
               'pg8000>=1.31.5',
               "PyMySQL>=1.1.0",
-              'oracledb>=3.1.1'
+              'oracledb>=3.1.1',
+              'aiohttp<4.0.0'
           ],
           'gcp': [
               'cachetools>=3.1.0,<7',
@@ -550,6 +553,7 @@ def get_portability_package_data():
               'google-cloud-recommendations-ai>=0.1.0,<0.11.0',
               'google-cloud-aiplatform>=1.26.0, < 2.0',
               'cloud-sql-python-connector>=1.18.2,<2.0.0',
+              'aiohttp<4.0.0',
               'python-tds>=1.16.1',
               'pg8000>=1.31.5',
               "PyMySQL>=1.1.0",
@@ -679,6 +683,7 @@ def get_portability_package_data():
               'tensorflow==2.11.0',
               'tf2onnx==1.13.0',
               'skl2onnx==1.13',
+              'scipy<1.16.0; python_version < "3.11"',
               'transformers==4.25.1',  # tensorflow transient dep
               'absl-py>=0.12.0'
           ],