diff --git a/sdks/python/container/base_image_requirements_manual.txt b/sdks/python/container/base_image_requirements_manual.txt
index 0e50702d807a..67d4a04f691e 100644
--- a/sdks/python/container/base_image_requirements_manual.txt
+++ b/sdks/python/container/base_image_requirements_manual.txt
@@ -34,7 +34,6 @@ google-cloud-profiler
 guppy3
 mmh3  # Optimizes execution of some Beam codepaths. TODO: Make it Beam's dependency.
 nltk  # Commonly used for natural language processing.
-nose==1.3.7  # For Dataflow internal testing. TODO: remove this.
 google-crc32c
 scipy
 scikit-learn
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index d8c84479b50f..b5e58532709f 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -25,7 +25,7 @@ annotated-types==0.7.0
 async-timeout==5.0.1
 attrs==25.3.0
 backports.tarfile==1.2.0
-beautifulsoup4==4.13.3
+beautifulsoup4==4.13.4
 bs4==0.0.2
 build==1.2.2.post1
 cachetools==5.5.2
@@ -33,7 +33,6 @@ certifi==2025.1.31
 cffi==1.17.1
 charset-normalizer==3.4.1
 click==8.1.8
-cloudpickle==2.2.1
 crcmod==1.7
 cryptography==44.0.2
 Cython==3.0.12
@@ -51,16 +50,16 @@ fasteners==0.19
 freezegun==1.5.1
 future==1.0.0
 google-api-core==2.24.2
-google-api-python-client==2.166.0
+google-api-python-client==2.167.0
 google-apitools==0.5.31
-google-auth==2.38.0
+google-auth==2.39.0
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.87.0
+google-cloud-aiplatform==1.89.0
 google-cloud-bigquery==3.31.0
 google-cloud-bigquery-storage==2.30.0
-google-cloud-bigtable==2.30.0
+google-cloud-bigtable==2.30.1
 google-cloud-core==2.4.3
-google-cloud-datastore==2.20.2
+google-cloud-datastore==2.21.0
 google-cloud-dlp==3.29.0
 google-cloud-language==2.17.1
 google-cloud-profiler==4.1.0
@@ -74,8 +73,8 @@ google-cloud-videointelligence==2.16.1
 google-cloud-vision==3.10.1
 google-crc32c==1.7.1
 google-resumable-media==2.7.2
-googleapis-common-protos==1.69.2
-greenlet==3.1.1
+googleapis-common-protos==1.70.0
+greenlet==3.2.0
 grpc-google-iam-v1==0.14.2
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -83,7 +82,7 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 hdfs==2.7.3
 httplib2==0.22.0
-hypothesis==6.130.6
+hypothesis==6.131.2
 idna==3.10
 importlib_metadata==8.6.1
 iniconfig==2.1.0
@@ -103,13 +102,12 @@ mmh3==5.1.0
 mock==5.2.0
 more-itertools==10.6.0
 nltk==3.9.1
-nose==1.3.7
 numpy==2.2.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.31.1
-opentelemetry-sdk==1.31.1
-opentelemetry-semantic-conventions==0.52b1
+opentelemetry-api==1.32.1
+opentelemetry-sdk==1.32.1
+opentelemetry-semantic-conventions==0.53b1
 orjson==3.10.16
 overrides==7.7.0
 packaging==24.2
@@ -124,11 +122,11 @@ pyarrow-hotfix==0.6
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.22
-pydantic==2.11.1
-pydantic_core==2.33.0
+pydantic==2.11.3
+pydantic_core==2.33.1
 pydot==1.4.2
 PyHamcrest==2.1.0
-pymongo==4.11.3
+pymongo==4.12.0
 PyMySQL==1.1.1
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
@@ -144,11 +142,11 @@ regex==2024.11.6
 requests==2.32.3
 requests-mock==1.12.1
 rpds-py==0.24.0
-rsa==4.9
+rsa==4.9.1
 scikit-learn==1.6.1
 scipy==1.15.2
 SecretStorage==3.3.3
-shapely==2.0.7
+shapely==2.1.0
 six==1.17.0
 sortedcontainers==2.4.0
 soupsieve==2.6
@@ -160,10 +158,10 @@ threadpoolctl==3.6.0
 tomli==2.2.1
 tqdm==4.67.1
 typing-inspection==0.4.0
-typing_extensions==4.13.0
+typing_extensions==4.13.2
 tzdata==2025.2
 uritemplate==4.1.1
-urllib3==2.3.0
+urllib3==2.4.0
 virtualenv-clone==0.5.7
 wrapt==1.17.2
 zipp==3.21.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index dc0c3f2b95a6..804fd3b8304a 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -24,7 +24,7 @@
 annotated-types==0.7.0
 attrs==25.3.0
 backports.tarfile==1.2.0
-beautifulsoup4==4.13.3
+beautifulsoup4==4.13.4
 bs4==0.0.2
 build==1.2.2.post1
 cachetools==5.5.2
@@ -32,7 +32,6 @@ certifi==2025.1.31
 cffi==1.17.1
 charset-normalizer==3.4.1
 click==8.1.8
-cloudpickle==2.2.1
 crcmod==1.7
 cryptography==44.0.2
 Cython==3.0.12
@@ -49,16 +48,16 @@ fasteners==0.19
 freezegun==1.5.1
 future==1.0.0
 google-api-core==2.24.2
-google-api-python-client==2.166.0
+google-api-python-client==2.167.0
 google-apitools==0.5.31
-google-auth==2.38.0
+google-auth==2.39.0
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.87.0
+google-cloud-aiplatform==1.89.0
 google-cloud-bigquery==3.31.0
 google-cloud-bigquery-storage==2.30.0
-google-cloud-bigtable==2.30.0
+google-cloud-bigtable==2.30.1
 google-cloud-core==2.4.3
-google-cloud-datastore==2.20.2
+google-cloud-datastore==2.21.0
 google-cloud-dlp==3.29.0
 google-cloud-language==2.17.1
 google-cloud-profiler==4.1.0
@@ -72,8 +71,8 @@ google-cloud-videointelligence==2.16.1
 google-cloud-vision==3.10.1
 google-crc32c==1.7.1
 google-resumable-media==2.7.2
-googleapis-common-protos==1.69.2
-greenlet==3.1.1
+googleapis-common-protos==1.70.0
+greenlet==3.2.0
 grpc-google-iam-v1==0.14.2
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -81,7 +80,7 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 hdfs==2.7.3
 httplib2==0.22.0
-hypothesis==6.130.6
+hypothesis==6.131.2
 idna==3.10
 importlib_metadata==8.6.1
 iniconfig==2.1.0
@@ -101,13 +100,12 @@ mmh3==5.1.0
 mock==5.2.0
 more-itertools==10.6.0
 nltk==3.9.1
-nose==1.3.7
 numpy==2.2.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.31.1
-opentelemetry-sdk==1.31.1
-opentelemetry-semantic-conventions==0.52b1
+opentelemetry-api==1.32.1
+opentelemetry-sdk==1.32.1
+opentelemetry-semantic-conventions==0.53b1
 orjson==3.10.16
 overrides==7.7.0
 packaging==24.2
@@ -122,11 +120,11 @@ pyarrow-hotfix==0.6
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.22
-pydantic==2.11.1
-pydantic_core==2.33.0
+pydantic==2.11.3
+pydantic_core==2.33.1
 pydot==1.4.2
 PyHamcrest==2.1.0
-pymongo==4.11.3
+pymongo==4.12.0
 PyMySQL==1.1.1
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
@@ -142,11 +140,11 @@ regex==2024.11.6
 requests==2.32.3
 requests-mock==1.12.1
 rpds-py==0.24.0
-rsa==4.9
+rsa==4.9.1
 scikit-learn==1.6.1
 scipy==1.15.2
 SecretStorage==3.3.3
-shapely==2.0.7
+shapely==2.1.0
 six==1.17.0
 sortedcontainers==2.4.0
 soupsieve==2.6
@@ -157,10 +155,10 @@ testcontainers==3.7.1
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.0
-typing_extensions==4.13.0
+typing_extensions==4.13.2
 tzdata==2025.2
 uritemplate==4.1.1
-urllib3==2.3.0
+urllib3==2.4.0
 virtualenv-clone==0.5.7
 wrapt==1.17.2
 zipp==3.21.0
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index a34f4ccef489..7400b72f8cb9 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 annotated-types==0.7.0
 attrs==25.3.0
-beautifulsoup4==4.13.3
+beautifulsoup4==4.13.4
 bs4==0.0.2
 build==1.2.2.post1
 cachetools==5.5.2
@@ -31,7 +31,6 @@ certifi==2025.1.31
 cffi==1.17.1
 charset-normalizer==3.4.1
 click==8.1.8
-cloudpickle==2.2.1
 crcmod==1.7
 cryptography==44.0.2
 Cython==3.0.12
@@ -48,16 +47,16 @@ fasteners==0.19
 freezegun==1.5.1
 future==1.0.0
 google-api-core==2.24.2
-google-api-python-client==2.166.0
+google-api-python-client==2.167.0
 google-apitools==0.5.31
-google-auth==2.38.0
+google-auth==2.39.0
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.87.0
+google-cloud-aiplatform==1.89.0
 google-cloud-bigquery==3.31.0
 google-cloud-bigquery-storage==2.30.0
-google-cloud-bigtable==2.30.0
+google-cloud-bigtable==2.30.1
 google-cloud-core==2.4.3
-google-cloud-datastore==2.20.2
+google-cloud-datastore==2.21.0
 google-cloud-dlp==3.29.0
 google-cloud-language==2.17.1
 google-cloud-profiler==4.1.0
@@ -71,8 +70,8 @@ google-cloud-videointelligence==2.16.1
 google-cloud-vision==3.10.1
 google-crc32c==1.7.1
 google-resumable-media==2.7.2
-googleapis-common-protos==1.69.2
-greenlet==3.1.1
+googleapis-common-protos==1.70.0
+greenlet==3.2.0
 grpc-google-iam-v1==0.14.2
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -80,7 +79,7 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 hdfs==2.7.3
 httplib2==0.22.0
-hypothesis==6.130.6
+hypothesis==6.131.2
 idna==3.10
 importlib_metadata==8.6.1
 iniconfig==2.1.0
@@ -100,13 +99,12 @@ mmh3==5.1.0
 mock==5.2.0
 more-itertools==10.6.0
 nltk==3.9.1
-nose==1.3.7
 numpy==2.2.4
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.31.1
-opentelemetry-sdk==1.31.1
-opentelemetry-semantic-conventions==0.52b1
+opentelemetry-api==1.32.1
+opentelemetry-sdk==1.32.1
+opentelemetry-semantic-conventions==0.53b1
 orjson==3.10.16
 overrides==7.7.0
 packaging==24.2
@@ -121,11 +119,11 @@ pyarrow-hotfix==0.6
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.22
-pydantic==2.11.1
-pydantic_core==2.33.0
+pydantic==2.11.3
+pydantic_core==2.33.1
 pydot==1.4.2
 PyHamcrest==2.1.0
-pymongo==4.11.3
+pymongo==4.12.0
 PyMySQL==1.1.1
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
@@ -141,12 +139,12 @@ regex==2024.11.6
 requests==2.32.3
 requests-mock==1.12.1
 rpds-py==0.24.0
-rsa==4.9
+rsa==4.9.1
 scikit-learn==1.6.1
 scipy==1.15.2
 SecretStorage==3.3.3
 setuptools==78.1.0
-shapely==2.0.7
+shapely==2.1.0
 six==1.17.0
 sortedcontainers==2.4.0
 soupsieve==2.6
@@ -157,10 +155,10 @@ testcontainers==3.7.1
 threadpoolctl==3.6.0
 tqdm==4.67.1
 typing-inspection==0.4.0
-typing_extensions==4.13.0
+typing_extensions==4.13.2
 tzdata==2025.2
 uritemplate==4.1.1
-urllib3==2.3.0
+urllib3==2.4.0
 virtualenv-clone==0.5.7
 wheel==0.45.1
 wrapt==1.17.2
diff --git a/sdks/python/container/py39/base_image_requirements.txt b/sdks/python/container/py39/base_image_requirements.txt
index 6be1fdd3b0d4..ca4abe2963a6 100644
--- a/sdks/python/container/py39/base_image_requirements.txt
+++ b/sdks/python/container/py39/base_image_requirements.txt
@@ -25,7 +25,7 @@ annotated-types==0.7.0
 async-timeout==5.0.1
 attrs==25.3.0
 backports.tarfile==1.2.0
-beautifulsoup4==4.13.3
+beautifulsoup4==4.13.4
 bs4==0.0.2
 build==1.2.2.post1
 cachetools==5.5.2
@@ -33,7 +33,6 @@ certifi==2025.1.31
 cffi==1.17.1
 charset-normalizer==3.4.1
 click==8.1.8
-cloudpickle==2.2.1
 crcmod==1.7
 cryptography==44.0.2
 Cython==3.0.12
@@ -51,16 +50,16 @@ fasteners==0.19
 freezegun==1.5.1
 future==1.0.0
 google-api-core==2.24.2
-google-api-python-client==2.166.0
+google-api-python-client==2.167.0
 google-apitools==0.5.31
-google-auth==2.38.0
+google-auth==2.39.0
 google-auth-httplib2==0.2.0
-google-cloud-aiplatform==1.87.0
+google-cloud-aiplatform==1.89.0
 google-cloud-bigquery==3.31.0
 google-cloud-bigquery-storage==2.30.0
-google-cloud-bigtable==2.30.0
+google-cloud-bigtable==2.30.1
 google-cloud-core==2.4.3
-google-cloud-datastore==2.20.2
+google-cloud-datastore==2.21.0
 google-cloud-dlp==3.29.0
 google-cloud-language==2.17.1
 google-cloud-profiler==4.1.0
@@ -74,8 +73,8 @@ google-cloud-videointelligence==2.16.1
 google-cloud-vision==3.10.1
 google-crc32c==1.7.1
 google-resumable-media==2.7.2
-googleapis-common-protos==1.69.2
-greenlet==3.1.1
+googleapis-common-protos==1.70.0
+greenlet==3.2.0
 grpc-google-iam-v1==0.14.2
 grpc-interceptor==0.15.4
 grpcio==1.65.5
@@ -83,7 +82,7 @@ grpcio-status==1.65.5
 guppy3==3.1.5
 hdfs==2.7.3
 httplib2==0.22.0
-hypothesis==6.130.6
+hypothesis==6.131.2
 idna==3.10
 importlib_metadata==8.6.1
 iniconfig==2.1.0
@@ -103,13 +102,12 @@ mmh3==5.1.0
 mock==5.2.0
 more-itertools==10.6.0
 nltk==3.9.1
-nose==1.3.7
 numpy==2.0.2
 oauth2client==4.1.3
 objsize==0.7.1
-opentelemetry-api==1.31.1
-opentelemetry-sdk==1.31.1
-opentelemetry-semantic-conventions==0.52b1
+opentelemetry-api==1.32.1
+opentelemetry-sdk==1.32.1
+opentelemetry-semantic-conventions==0.53b1
 orjson==3.10.16
 overrides==7.7.0
 packaging==24.2
@@ -124,11 +122,11 @@ pyarrow-hotfix==0.6
 pyasn1==0.6.1
 pyasn1_modules==0.4.2
 pycparser==2.22
-pydantic==2.11.1
-pydantic_core==2.33.0
+pydantic==2.11.3
+pydantic_core==2.33.1
 pydot==1.4.2
 PyHamcrest==2.1.0
-pymongo==4.11.3
+pymongo==4.12.0
 PyMySQL==1.1.1
 pyparsing==3.2.3
 pyproject_hooks==1.2.0
@@ -144,7 +142,7 @@ regex==2024.11.6
 requests==2.32.3
 requests-mock==1.12.1
 rpds-py==0.24.0
-rsa==4.9
+rsa==4.9.1
 scikit-learn==1.6.1
 scipy==1.13.1
 SecretStorage==3.3.3
@@ -160,10 +158,10 @@ threadpoolctl==3.6.0
 tomli==2.2.1
 tqdm==4.67.1
 typing-inspection==0.4.0
-typing_extensions==4.13.0
+typing_extensions==4.13.2
 tzdata==2025.2
 uritemplate==4.1.1
-urllib3==2.3.0
+urllib3==2.4.0
 virtualenv-clone==0.5.7
 wrapt==1.17.2
 zipp==3.21.0