diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index 59fe869e02d6..af5af4cbe8a9 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -45,7 +45,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.5
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -59,34 +59,34 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.9.0
+fsspec==2025.10.0
 future==1.0.0
 gast==0.6.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.71.0
@@ -99,12 +99,12 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
 hdfs==2.7.3
-hf-xet==1.1.10
+hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-huggingface-hub==0.35.3
-hypothesis==6.142.2
+huggingface-hub==0.36.0
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -117,7 +117,7 @@ joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.11.3
+keras==3.12.0
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -144,14 +144,14 @@ opentelemetry-semantic-conventions==0.59b0
 opt_einsum==3.4.0
 optree==0.17.0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
 pillow==12.0.0
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -177,7 +177,7 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
@@ -187,7 +187,7 @@ regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 safetensors==0.6.2
 scikit-learn==1.7.2
@@ -209,7 +209,7 @@ tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
-termcolor==3.1.0
+termcolor==3.2.0
 testcontainers==4.13.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 351eac254c0e..86da2d4552dc 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -44,7 +44,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.5
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -57,34 +57,34 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.9.0
+fsspec==2025.10.0
 future==1.0.0
 gast==0.6.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.71.0
@@ -97,12 +97,12 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
 hdfs==2.7.3
-hf-xet==1.1.10
+hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-huggingface-hub==0.35.3
-hypothesis==6.142.2
+huggingface-hub==0.36.0
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -115,7 +115,7 @@ joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.11.3
+keras==3.12.0
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -142,14 +142,14 @@ opentelemetry-semantic-conventions==0.59b0
 opt_einsum==3.4.0
 optree==0.17.0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
 pillow==12.0.0
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -175,7 +175,7 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
@@ -185,11 +185,11 @@ regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 safetensors==0.6.2
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -207,7 +207,7 @@ tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
-termcolor==3.1.0
+termcolor==3.2.0
 testcontainers==4.13.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index e4b64d509dd5..4a73f16b5138 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -43,7 +43,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.5
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -56,34 +56,34 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.9.0
+fsspec==2025.10.0
 future==1.0.0
 gast==0.6.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.71.0
@@ -96,12 +96,12 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
 hdfs==2.7.3
-hf-xet==1.1.10
+hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-huggingface-hub==0.35.3
-hypothesis==6.142.2
+huggingface-hub==0.36.0
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -114,7 +114,7 @@ joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.11.3
+keras==3.12.0
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -141,14 +141,14 @@ opentelemetry-semantic-conventions==0.59b0
 opt_einsum==3.4.0
 optree==0.17.0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
 pillow==12.0.0
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -174,7 +174,7 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
@@ -184,11 +184,11 @@ regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 safetensors==0.6.2
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -206,7 +206,7 @@ tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
-termcolor==3.1.0
+termcolor==3.2.0
 testcontainers==4.13.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 118b61e182b0..120d8d181478 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -43,7 +43,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.5
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -56,32 +56,32 @@ filelock==3.20.0
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.9.0
+fsspec==2025.10.0
 future==1.0.0
 gast==0.6.0
-google-api-core==2.26.0
+google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.71.0
@@ -94,12 +94,12 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.15.1
 hdfs==2.7.3
-hf-xet==1.1.10
+hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-huggingface-hub==0.35.3
-hypothesis==6.142.2
+huggingface-hub==0.36.0
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -112,7 +112,7 @@ joblib==1.5.2
 jsonpickle==3.4.2
 jsonschema==4.25.1
 jsonschema-specifications==2025.9.1
-keras==3.11.3
+keras==3.12.0
 keyring==25.6.0
 keyrings.google-artifactregistry-auth==1.1.2
 libclang==18.1.1
@@ -138,14 +138,14 @@ opentelemetry-semantic-conventions==0.59b0
 opt_einsum==3.4.0
 optree==0.17.0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
 pillow==12.0.0
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -162,7 +162,7 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymilvus==2.6.2
+pymilvus==2.6.3
 pymongo==4.15.3
 PyMySQL==1.1.2
 pyparsing==3.2.5
@@ -171,7 +171,7 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
@@ -181,11 +181,11 @@ regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
 rich==14.2.0
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 safetensors==0.6.2
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -203,7 +203,7 @@ tensorboard==2.20.0
 tensorboard-data-server==0.7.2
 tensorflow==2.20.0
 tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
-termcolor==3.1.0
+termcolor==3.2.0
 testcontainers==4.13.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
@@ -213,7 +213,6 @@ transformers==4.55.4
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.2
-ujson==5.11.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
diff --git a/sdks/python/container/ml/py39/base_image_requirements.txt b/sdks/python/container/ml/py39/base_image_requirements.txt
index 8e92499a3b1e..0c13bf39d7eb 100644
--- a/sdks/python/container/ml/py39/base_image_requirements.txt
+++ b/sdks/python/container/ml/py39/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.3.1
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -45,7 +45,7 @@ click==8.1.8
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.5
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.7.0
 docker==7.1.0
@@ -59,34 +59,34 @@ filelock==3.19.1
 flatbuffers==25.9.23
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2025.9.0
+fsspec==2025.10.0
 future==1.0.0
 gast==0.6.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
 google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
 google-cloud-videointelligence==2.17.0
 google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-pasta==0.2.0
 google-resumable-media==2.7.2
 googleapis-common-protos==1.71.0
@@ -99,11 +99,11 @@ guppy3==3.1.5
 h11==0.16.0
 h5py==3.14.0
 hdfs==2.7.3
-hf-xet==1.1.10
+hf-xet==1.2.0
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-huggingface-hub==0.35.3
+huggingface-hub==0.36.0
 hypothesis==6.141.1
 idna==3.11
 importlib_metadata==8.7.0
@@ -144,14 +144,14 @@ opentelemetry-semantic-conventions==0.59b0
 opt_einsum==3.4.0
 optree==0.17.0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
 pillow==11.3.0
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -177,7 +177,7 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 4529ac792051..6f9d72f5a2e3 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -43,7 +43,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.4
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -56,33 +56,33 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.14.2
+google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.16.2
-google-cloud-vision==3.10.2
+google-cloud-videointelligence==2.17.0
+google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-resumable-media==2.7.2
-googleapis-common-protos==1.70.0
+googleapis-common-protos==1.71.0
 greenlet==3.2.4
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
@@ -94,7 +94,7 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.142.1
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -123,13 +123,13 @@ opentelemetry-api==1.38.0
 opentelemetry-sdk==1.38.0
 opentelemetry-semantic-conventions==0.59b0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -155,16 +155,16 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 redis==5.3.1
 referencing==0.37.0
-regex==2025.9.18
+regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 scikit-learn==1.7.2
 scipy==1.15.3
@@ -193,7 +193,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==1.17.3
+wrapt==2.0.0
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index 2a31ec7f486a..1bb86c5abdae 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -42,7 +42,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.4
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -54,33 +54,33 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.14.2
+google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.16.2
-google-cloud-vision==3.10.2
+google-cloud-videointelligence==2.17.0
+google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-resumable-media==2.7.2
-googleapis-common-protos==1.70.0
+googleapis-common-protos==1.71.0
 greenlet==3.2.4
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
@@ -92,7 +92,7 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.142.1
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -121,13 +121,13 @@ opentelemetry-api==1.38.0
 opentelemetry-sdk==1.38.0
 opentelemetry-semantic-conventions==0.59b0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -153,19 +153,19 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 redis==5.3.1
 referencing==0.37.0
-regex==2025.9.18
+regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -190,7 +190,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==1.17.3
+wrapt==2.0.0
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 4640218d0884..3bb1e2dd794a 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -41,7 +41,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.4
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -53,33 +53,33 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.14.2
+google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.16.2
-google-cloud-vision==3.10.2
+google-cloud-videointelligence==2.17.0
+google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-resumable-media==2.7.2
-googleapis-common-protos==1.70.0
+googleapis-common-protos==1.71.0
 greenlet==3.2.4
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
@@ -91,7 +91,7 @@ hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.142.1
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -120,13 +120,13 @@ opentelemetry-api==1.38.0
 opentelemetry-sdk==1.38.0
 opentelemetry-semantic-conventions==0.59b0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -152,19 +152,19 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 redis==5.3.1
 referencing==0.37.0
-regex==2025.9.18
+regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -189,7 +189,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==1.17.3
+wrapt==2.0.0
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index 34fa8a99ca83..653ba724f44c 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -41,7 +41,7 @@ click==8.3.0
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.4
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.8.0
 docker==7.1.0
@@ -53,43 +53,43 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.26.0
+google-api-core==2.28.1
 google-apitools==0.5.35
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.14.2
+google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.16.2
-google-cloud-vision==3.10.2
+google-cloud-videointelligence==2.17.0
+google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-resumable-media==2.7.2
-googleapis-common-protos==1.70.0
+googleapis-common-protos==1.71.0
 greenlet==3.2.4
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
-grpcio==1.76.0rc1
-grpcio-status==1.76.0rc1
+grpcio==1.76.0
+grpcio-status==1.76.0
 guppy3==3.1.5
 h11==0.16.0
 hdfs==2.7.3
 httpcore==1.0.9
 httplib2==0.22.0
 httpx==0.28.1
-hypothesis==6.142.1
+hypothesis==6.142.5
 idna==3.11
 importlib_metadata==8.7.0
 iniconfig==2.3.0
@@ -117,13 +117,13 @@ opentelemetry-api==1.38.0
 opentelemetry-sdk==1.38.0
 opentelemetry-semantic-conventions==0.59b0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -140,7 +140,7 @@ pydot==1.4.2
 Pygments==2.19.2
 PyHamcrest==2.1.0
 PyJWT==2.10.1
-pymilvus==2.6.2
+pymilvus==2.6.3
 pymongo==4.15.3
 PyMySQL==1.1.2
 pyparsing==3.2.5
@@ -149,19 +149,19 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 redis==5.3.1
 referencing==0.37.0
-regex==2025.9.18
+regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
-rpds-py==0.27.1
+rpds-py==0.28.0
 rsa==4.9.1
 scikit-learn==1.7.2
-scipy==1.16.2
+scipy==1.16.3
 scramp==1.4.6
 SecretStorage==3.4.0
 setuptools==80.9.0
@@ -180,12 +180,11 @@ tqdm==4.67.1
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.2
-ujson==5.11.0
 urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==1.17.3
+wrapt==2.0.0
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0
diff --git a/sdks/python/container/py39/base_image_requirements.txt b/sdks/python/container/py39/base_image_requirements.txt
index a67b89756bdd..63f4d962c6f7 100644
--- a/sdks/python/container/py39/base_image_requirements.txt
+++ b/sdks/python/container/py39/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.1
+aiohttp==3.13.2
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.11.0
@@ -43,7 +43,7 @@ click==8.1.8
 cloud-sql-python-connector==1.18.5
 crcmod==1.7
 cryptography==46.0.3
-Cython==3.1.4
+Cython==3.1.6
 dill==0.3.1.1
 dnspython==2.7.0
 docker==7.1.0
@@ -56,33 +56,33 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.26.0
-google-api-python-client==2.185.0
+google-api-core==2.28.1
+google-api-python-client==2.186.0
 google-apitools==0.5.31
-google-auth==2.41.1
-google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.121.0
+google-auth==2.42.1
+google-auth-httplib2==0.2.1
+google-cloud-aiplatform==1.124.0
 google-cloud-bigquery==3.38.0
-google-cloud-bigquery-storage==2.33.1
-google-cloud-bigtable==2.33.0
-google-cloud-core==2.4.3
+google-cloud-bigquery-storage==2.34.0
+google-cloud-bigtable==2.34.0
+google-cloud-core==2.5.0
 google-cloud-datastore==2.21.0
 google-cloud-dlp==3.33.0
 google-cloud-language==2.18.0
 google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.31.1
+google-cloud-pubsub==2.33.0
 google-cloud-pubsublite==1.12.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.14.2
+google-cloud-resource-manager==1.15.0
 google-cloud-secret-manager==2.25.0
-google-cloud-spanner==3.58.0
+google-cloud-spanner==3.59.0
 google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.16.2
-google-cloud-vision==3.10.2
+google-cloud-videointelligence==2.17.0
+google-cloud-vision==3.11.0
 google-crc32c==1.7.1
-google-genai==1.45.0
+google-genai==1.47.0
 google-resumable-media==2.7.2
-googleapis-common-protos==1.70.0
+googleapis-common-protos==1.71.0
 greenlet==3.2.4
 grpc-google-iam-v1==0.14.3
 grpc-interceptor==0.15.4
@@ -123,13 +123,13 @@ opentelemetry-api==1.38.0
 opentelemetry-sdk==1.38.0
 opentelemetry-semantic-conventions==0.59b0
 oracledb==3.4.0
-orjson==3.11.3
+orjson==3.11.4
 overrides==7.7.0
 packaging==25.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pip==25.2
+pip==25.3
 pluggy==1.6.0
 propcache==0.4.1
 proto-plus==1.26.1
@@ -155,13 +155,13 @@ pytest==8.4.2
 pytest-timeout==2.4.0
 pytest-xdist==3.8.0
 python-dateutil==2.9.0.post0
-python-dotenv==1.1.1
+python-dotenv==1.2.1
 python-tds==1.17.1
 pytz==2025.2
 PyYAML==6.0.3
 redis==5.3.1
 referencing==0.36.2
-regex==2025.9.18
+regex==2025.10.23
 requests==2.32.5
 requests-mock==1.12.1
 rpds-py==0.27.1
@@ -193,7 +193,7 @@ urllib3==2.5.0
 virtualenv-clone==0.5.7
 websockets==15.0.1
 wheel==0.45.1
-wrapt==1.17.3
+wrapt==2.0.0
 yarl==1.22.0
 zipp==3.23.0
 zstandard==0.25.0