diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 341dfc6b635a..59965a871781 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -24,10 +24,10 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 async-timeout==5.0.1
@@ -37,16 +37,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -57,20 +57,20 @@ exceptiongroup==1.3.1
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -90,7 +90,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -100,7 +100,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -123,7 +123,7 @@ Jinja2==3.1.6
 joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.12.0
 keyring==25.7.0
@@ -159,7 +159,7 @@ packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
@@ -177,7 +177,7 @@ Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -199,10 +199,9 @@ rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.15.3
-scramp==1.4.6
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -217,7 +216,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 tomli==2.3.0
@@ -230,10 +229,10 @@ tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index 5eec00f8b51c..5046c78442d1 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -24,11 +24,11 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
@@ -40,10 +40,10 @@ beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 blake3==1.0.8
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-cbor2==5.7.1
-certifi==2025.11.12
+cbor2==5.8.0
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
@@ -53,7 +53,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.3
+Cython==3.2.4
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -68,26 +68,26 @@ exceptiongroup==1.3.1
 execnet==2.1.2
 fastapi==0.128.0
 fastapi-cli==0.0.20
-fastapi-cloud-cli==0.8.0
+fastapi-cloud-cli==0.9.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
 gguf==0.17.1
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -107,7 +107,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -117,7 +117,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -142,7 +142,7 @@ Jinja2==3.1.6
 jiter==0.12.0
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.12.0
 keyring==25.7.0
@@ -207,7 +207,7 @@ pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
@@ -226,13 +226,13 @@ pybase64==1.4.3
 pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
-pydantic-extra-types==2.10.6
+pydantic-extra-types==2.11.0
 pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -260,13 +260,12 @@ rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
 scipy==1.15.3
-scramp==1.4.6
+scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.48.0
+sentry-sdk==2.49.0
 setproctitle==1.3.7
 setuptools==80.9.0
-shapely==2.1.2
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
@@ -285,7 +284,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -296,20 +295,20 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.21.0
+typer==0.21.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 xformers==0.0.31
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 468af6a31cd7..33e462ff4b2e 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -24,10 +24,10 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
@@ -36,16 +36,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -55,20 +55,20 @@ envoy-data-plane==0.2.6
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -88,7 +88,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -98,7 +98,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -121,7 +121,7 @@ Jinja2==3.1.6
 joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.13.0
 keyring==25.7.0
@@ -141,7 +141,7 @@ multidict==6.7.0
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -157,7 +157,7 @@ packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
@@ -175,7 +175,7 @@ Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -196,11 +196,10 @@ rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -215,7 +214,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -227,10 +226,10 @@ tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 793943d7a159..124dd8622942 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -24,11 +24,11 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
@@ -39,10 +39,10 @@ beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 blake3==1.0.8
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-cbor2==5.7.1
-certifi==2025.11.12
+cbor2==5.8.0
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
@@ -52,7 +52,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.3
+Cython==3.2.4
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -66,26 +66,26 @@ envoy-data-plane==0.2.6
 execnet==2.1.2
 fastapi==0.128.0
 fastapi-cli==0.0.20
-fastapi-cloud-cli==0.8.0
+fastapi-cloud-cli==0.9.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
 gguf==0.17.1
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -105,7 +105,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -115,7 +115,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -140,7 +140,7 @@ Jinja2==3.1.6
 jiter==0.12.0
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.13.0
 keyring==25.7.0
@@ -205,7 +205,7 @@ pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
@@ -224,13 +224,13 @@ pybase64==1.4.3
 pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
-pydantic-extra-types==2.10.6
+pydantic-extra-types==2.11.0
 pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -257,14 +257,13 @@ rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.48.0
+sentry-sdk==2.49.0
 setproctitle==1.3.7
 setuptools==80.9.0
-shapely==2.1.2
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
@@ -283,7 +282,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -293,20 +292,20 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.21.0
+typer==0.21.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 xformers==0.0.31
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 9b9582d555b1..15e9382b217e 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -24,10 +24,10 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
@@ -35,16 +35,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -54,20 +54,20 @@ envoy-data-plane==0.2.6
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -87,7 +87,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -97,7 +97,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -119,7 +119,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.13.0
 keyring==25.7.0
@@ -139,7 +139,7 @@ multidict==6.7.0
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -155,7 +155,7 @@ packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
@@ -172,7 +172,7 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -193,11 +193,10 @@ rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -212,7 +211,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -223,10 +222,10 @@ typing_extensions==4.15.0
 tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 yarl==1.22.0
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 337f49a8a723..6067f74349f0 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -24,11 +24,11 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-doc==0.0.4
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astor==0.8.1
 astunparse==1.6.3
@@ -38,10 +38,10 @@ beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 blake3==1.0.8
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-cbor2==5.7.1
-certifi==2025.11.12
+cbor2==5.8.0
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
@@ -51,7 +51,7 @@ compressed-tensors==0.10.2
 crcmod==1.7
 cryptography==46.0.3
 cupy-cuda12x==13.6.0
-Cython==3.2.3
+Cython==3.2.4
 depyf==0.19.0
 dill==0.3.1.1
 diskcache==5.6.3
@@ -65,26 +65,26 @@ envoy-data-plane==0.2.6
 execnet==2.1.2
 fastapi==0.128.0
 fastapi-cli==0.0.20
-fastapi-cloud-cli==0.8.0
+fastapi-cloud-cli==0.9.0
 fastar==0.8.0
 fastavro==1.12.1
 fasteners==0.20
 fastrlock==0.8.3
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
 gguf==0.17.1
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -104,7 +104,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -114,7 +114,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -139,7 +139,7 @@ Jinja2==3.1.6
 jiter==0.12.0
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.13.0
 keyring==25.7.0
@@ -204,7 +204,7 @@ pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
@@ -223,13 +223,13 @@ pybase64==1.4.3
 pycountry==24.6.1
 pycparser==2.23
 pydantic==2.12.5
-pydantic-extra-types==2.10.6
+pydantic-extra-types==2.11.0
 pydantic-settings==2.12.0
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -256,14 +256,13 @@ rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 sentencepiece==0.2.1
-sentry-sdk==2.48.0
+sentry-sdk==2.49.0
 setproctitle==1.3.7
 setuptools==79.0.1
-shapely==2.1.2
 shellingham==1.5.4
 six==1.17.0
 sniffio==1.3.1
@@ -282,7 +281,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
@@ -292,20 +291,20 @@ torchvision==0.22.1
 tqdm==4.67.1
 transformers==4.55.4
 triton==3.3.1
-typer==0.21.0
+typer==0.21.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 uvicorn==0.40.0
 uvloop==0.22.1
 virtualenv-clone==0.5.7
 vllm==0.10.1.1
 watchfiles==1.1.1
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 xformers==0.0.31
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 3e94ba9a9791..bf9589c73d05 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -24,10 +24,10 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 astunparse==1.6.3
 attrs==25.4.0
@@ -35,16 +35,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -54,19 +54,19 @@ envoy_data_plane==1.0.3
 execnet==2.1.2
 fastavro==1.12.1
 fasteners==0.20
-filelock==3.20.1
+filelock==3.20.3
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.12.0
+fsspec==2026.1.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-apitools==0.5.35
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -85,7 +85,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-pasta==0.2.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
@@ -96,7 +96,7 @@ grpcio==1.76.0
 grpcio-status==1.76.0
 grpcio-tools==1.76.0
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 h5py==3.15.1
@@ -118,7 +118,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keras==3.13.0
 keyring==25.7.0
@@ -137,7 +137,7 @@ multidict==6.7.0
 namex==0.1.0
 networkx==3.6.1
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -153,12 +153,12 @@ packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.0.0
+pillow==12.1.0
 pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.0
-protobuf==6.33.2
+protobuf==6.33.3
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
 pyarrow-hotfix==0.7
@@ -169,8 +169,8 @@ pydantic==2.12.5
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.6.5
-pymongo==4.15.5
+pymilvus==2.6.6
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -191,11 +191,10 @@ rpds-py==0.30.0
 rsa==4.9.1
 safetensors==0.7.0
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -210,7 +209,7 @@ tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
@@ -219,10 +218,10 @@ transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
-Werkzeug==3.1.4
+Werkzeug==3.1.5
 wheel==0.45.1
 wrapt==2.0.1
 yarl==1.22.0
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 8d59981603eb..76772ffbb79e 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,10 +23,10 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 async-timeout==5.0.1
 attrs==25.4.0
@@ -35,16 +35,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -58,13 +58,13 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -84,7 +84,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -93,7 +93,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -113,7 +113,7 @@ Jinja2==3.1.6
 joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
@@ -155,7 +155,7 @@ Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -175,10 +175,9 @@ rpds-py==0.30.0
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.15.3
-scramp==1.4.6
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -187,7 +186,7 @@ SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tomli==2.3.0
 tqdm==4.67.1
@@ -197,7 +196,7 @@ tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index fd6581a93641..2a1b53d96ab4 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,10 +23,10 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 attrs==25.4.0
 backports.tarfile==1.2.0
@@ -34,16 +34,16 @@ beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -56,13 +56,13 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -82,7 +82,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -91,7 +91,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -111,7 +111,7 @@ Jinja2==3.1.6
 joblib==1.5.3
 Js2Py==0.74
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
@@ -122,7 +122,7 @@ mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.0
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -153,7 +153,7 @@ Pygments==2.19.2
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -172,11 +172,10 @@ requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -185,7 +184,7 @@ SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
@@ -194,7 +193,7 @@ tzdata==2025.3
 tzlocal==5.3.1
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 81a0f6cb9973..356f224d854a 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -26,23 +26,23 @@ aiohappyeyeballs==2.6.1
 aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 attrs==25.4.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b7
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -55,13 +55,13 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-api-python-client==2.187.0
 google-apitools==0.5.31
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -81,7 +81,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -90,7 +90,7 @@ grpc-interceptor==0.15.4
 grpcio==1.65.5
 grpcio-status==1.65.5
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -109,7 +109,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
@@ -120,7 +120,7 @@ mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.0
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -150,7 +150,7 @@ pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
 pymilvus==2.5.18
-pymongo==4.15.5
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -169,11 +169,10 @@ requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -182,7 +181,7 @@ SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
@@ -190,7 +189,7 @@ typing_extensions==4.15.0
 tzdata==2025.3
 ujson==5.11.0
 uritemplate==4.2.0
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index 737123740d01..04ec48e1efbc 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -23,26 +23,26 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.2
+aiohttp==3.13.3
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.0
+anyio==4.12.1
 asn1crypto==1.5.1
 attrs==25.4.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.3.0
+build==1.4.0
 cachetools==6.2.4
-certifi==2025.11.12
+certifi==2026.1.4
 cffi==2.0.0
 charset-normalizer==3.4.4
 click==8.3.1
 cloud-sql-python-connector==1.19.0
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.2.3
+Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
 dnspython==2.8.0
@@ -55,12 +55,12 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.28.1
+google-api-core==2.29.0
 google-apitools==0.5.35
-google-auth==2.45.0
+google-auth==2.47.0
 google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.132.0
-google-cloud-bigquery==3.39.0
+google-cloud-aiplatform==1.133.0
+google-cloud-bigquery==3.40.0
 google-cloud-bigquery-storage==2.36.0
 google-cloud-bigtable==2.35.0
 google-cloud-core==2.5.0
@@ -79,7 +79,7 @@ google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.8.0
-google-genai==1.56.0
+google-genai==1.57.0
 google-resumable-media==2.8.0
 googleapis-common-protos==1.72.0
 greenlet==3.3.0
@@ -89,7 +89,7 @@ grpcio==1.76.0
 grpcio-status==1.76.0
 grpcio-tools==1.76.0
 grpclib==0.4.9
-guppy3==3.1.5
+guppy3==3.1.6
 h11==0.16.0
 h2==4.3.0
 hpack==4.1.0
@@ -108,7 +108,7 @@ jeepney==0.9.0
 Jinja2==3.1.6
 joblib==1.5.3
 jsonpickle==3.4.2
-jsonschema==4.25.1
+jsonschema==4.26.0
 jsonschema-specifications==2025.9.1
 keyring==25.7.0
 keyrings.google-artifactregistry-auth==1.1.2
@@ -118,7 +118,7 @@ mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.0
 nltk==3.9.2
-numpy==2.3.5
+numpy==2.4.1
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.39.1
@@ -136,7 +136,7 @@ pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.27.0
-protobuf==6.33.2
+protobuf==6.33.3
 psycopg2-binary==2.9.11
 pyarrow==18.1.0
 pyarrow-hotfix==0.7
@@ -147,8 +147,8 @@ pydantic==2.12.5
 pydantic_core==2.41.5
 Pygments==2.19.2
 PyHamcrest==2.1.0
-pymilvus==2.6.5
-pymongo==4.15.5
+pymilvus==2.6.6
+pymongo==4.16.0
 PyMySQL==1.1.2
 pyparsing==3.3.1
 pyproject_hooks==1.2.0
@@ -167,11 +167,10 @@ requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.3
-scramp==1.4.6
+scipy==1.17.0
+scramp==1.4.8
 SecretStorage==3.5.0
 setuptools==80.9.0
-shapely==2.1.2
 six==1.17.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
@@ -180,13 +179,13 @@ SQLAlchemy==2.0.45
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.13.3
+testcontainers==4.14.0
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
-urllib3==2.6.2
+urllib3==2.6.3
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1