diff --git a/.github/workflows/beam_PreCommit_Portable_Python.yml b/.github/workflows/beam_PreCommit_Portable_Python.yml
index 948592284d16..3f1eb85ca496 100644
--- a/.github/workflows/beam_PreCommit_Portable_Python.yml
+++ b/.github/workflows/beam_PreCommit_Portable_Python.yml
@@ -76,7 +76,7 @@ jobs:
   beam_PreCommit_Portable_Python:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
     timeout-minutes: 120
-    runs-on: ['self-hosted', ubuntu-20.04, main]
+    runs-on: ['self-hosted', ubuntu-24.04, main]
     strategy:
       fail-fast: false
       matrix:
diff --git a/.github/workflows/beam_PreCommit_Prism_Python.yml b/.github/workflows/beam_PreCommit_Prism_Python.yml
index 562c49a78e84..6678bebf07dd 100644
--- a/.github/workflows/beam_PreCommit_Prism_Python.yml
+++ b/.github/workflows/beam_PreCommit_Prism_Python.yml
@@ -70,7 +70,7 @@ jobs:
   beam_PreCommit_Prism_Python:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
     timeout-minutes: 120
-    runs-on: ['self-hosted', ubuntu-20.04, main]
+    runs-on: ['self-hosted', ubuntu-24.04, main]
     strategy:
       fail-fast: false
       matrix:
diff --git a/.github/workflows/beam_PreCommit_Python.yml b/.github/workflows/beam_PreCommit_Python.yml
index 6471080e73b1..fbd68266b263 100644
--- a/.github/workflows/beam_PreCommit_Python.yml
+++ b/.github/workflows/beam_PreCommit_Python.yml
@@ -74,7 +74,7 @@ env:
 jobs:
   beam_PreCommit_Python:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_PythonDocker.yml b/.github/workflows/beam_PreCommit_PythonDocker.yml
index 9b6ffbd635dd..dc212b32cd1e 100644
--- a/.github/workflows/beam_PreCommit_PythonDocker.yml
+++ b/.github/workflows/beam_PreCommit_PythonDocker.yml
@@ -57,7 +57,7 @@ env:
 jobs:
   beam_PreCommit_PythonDocker:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 30
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_Python_Dataframes.yml b/.github/workflows/beam_PreCommit_Python_Dataframes.yml
index a7afb84076c2..3e22c0d3e152 100644
--- a/.github/workflows/beam_PreCommit_Python_Dataframes.yml
+++ b/.github/workflows/beam_PreCommit_Python_Dataframes.yml
@@ -57,7 +57,7 @@ env:
 jobs:
   beam_PreCommit_Python_Dataframes:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase}} ${{ matrix.python_version}})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_Python_Examples.yml b/.github/workflows/beam_PreCommit_Python_Examples.yml
index d5f9d012bf9a..2497507059ee 100644
--- a/.github/workflows/beam_PreCommit_Python_Examples.yml
+++ b/.github/workflows/beam_PreCommit_Python_Examples.yml
@@ -58,7 +58,7 @@ env:
 jobs:
   beam_PreCommit_Python_Examples:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_Python_Integration.yml b/.github/workflows/beam_PreCommit_Python_Integration.yml
index 5339536ae476..2c1ca147cdd6 100644
--- a/.github/workflows/beam_PreCommit_Python_Integration.yml
+++ b/.github/workflows/beam_PreCommit_Python_Integration.yml
@@ -57,7 +57,7 @@ env:
 jobs:
   beam_PreCommit_Python_Integration:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_Python_ML.yml b/.github/workflows/beam_PreCommit_Python_ML.yml
index a4f39968f8f2..c3986dcc5b4b 100644
--- a/.github/workflows/beam_PreCommit_Python_ML.yml
+++ b/.github/workflows/beam_PreCommit_Python_ML.yml
@@ -71,7 +71,7 @@ jobs:
         # self-hosted runners due to Docker-in-Docker environment constraint.
         # These tests will only execute on ubuntu-latest (GitHub-hosted).
         # Context: https://github.com/apache/beam/pull/35585.
-        os: [[self-hosted, ubuntu-20.04, main], [ubuntu-latest]]
+        os: [[self-hosted, ubuntu-24.04, main], [ubuntu-latest]]
         exclude:
           # exercise DinD tests (needed for Milvus) for latest Python version
           - python_version: '3.10'
diff --git a/.github/workflows/beam_PreCommit_Python_Runners.yml b/.github/workflows/beam_PreCommit_Python_Runners.yml
index 3895c088c299..40dcfb49e74b 100644
--- a/.github/workflows/beam_PreCommit_Python_Runners.yml
+++ b/.github/workflows/beam_PreCommit_Python_Runners.yml
@@ -57,7 +57,7 @@ env:
 jobs:
   beam_PreCommit_Python_Runners:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/.github/workflows/beam_PreCommit_Python_Transforms.yml b/.github/workflows/beam_PreCommit_Python_Transforms.yml
index 7fbbc6b9b90f..0e109b845d36 100644
--- a/.github/workflows/beam_PreCommit_Python_Transforms.yml
+++ b/.github/workflows/beam_PreCommit_Python_Transforms.yml
@@ -58,7 +58,7 @@ env:
 jobs:
   beam_PreCommit_Python_Transforms:
     name: ${{ matrix.job_name }} (${{ matrix.job_phrase }} ${{ matrix.python_version }})
-    runs-on: [self-hosted, ubuntu-20.04, main]
+    runs-on: [self-hosted, ubuntu-24.04, main]
     timeout-minutes: 180
     strategy:
       fail-fast: false
diff --git a/CHANGES.md b/CHANGES.md
index 3f89817bce65..f8dd40ad152d 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -77,6 +77,7 @@
 * Supported infer schema from dataclass (Python) ([#22085](https://github.com/apache/beam/issues/22085)). Default coder for typehint-ed (or set with_output_type) for non-frozen dataclasses changed to RowCoder. To preserve the old behavior (fast primitive coder), explicitly register the type with FastPrimitiveCoder.
 * Updates minimum Go version to 1.26.1 ([#37897](https://github.com/apache/beam/issues/37897)).
 * (Python) Added image embedding support in `apache_beam.ml.rag` package ([#37628](https://github.com/apache/beam/issues/37628)).
+* (Python) Added support for Python version 3.14 ([#37247](https://github.com/apache/beam/issues/37247)).
 
 ## Breaking Changes
 
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt b/sdks/python/container/ml/py310/base_image_requirements.txt
index b1bae7dc004a..7ad86d13b506 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -24,28 +24,28 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 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
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -61,44 +61,44 @@ filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.3.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==1.69.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+google-resumable-media==2.8.2
+googleapis-common-protos==1.73.1
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 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
 h11==0.16.0
@@ -116,7 +116,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -140,7 +140,7 @@ mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.4.2
-nltk==3.9.3
+nltk==3.9.4
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
@@ -151,7 +151,7 @@ opentelemetry-semantic-conventions==0.61b0
 opt_einsum==3.4.0
 optree==0.19.0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -160,17 +160,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymongo==4.16.0
@@ -186,8 +186,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -210,10 +210,10 @@ tenacity==8.5.0
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
-tomli==2.4.0
+tomli==2.4.1
 torch==2.8.0+cpu
 tqdm==4.67.3
 transformers==4.55.4
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index affff92478c8..4fe9cd55aaff 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -24,27 +24,27 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 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
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -59,45 +59,45 @@ filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.3.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==1.69.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+google-resumable-media==2.8.2
+googleapis-common-protos==1.73.1
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 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
 h11==0.16.0
@@ -115,7 +115,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -139,8 +139,8 @@ mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -150,7 +150,7 @@ opentelemetry-semantic-conventions==0.61b0
 opt_einsum==3.4.0
 optree==0.19.0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -159,17 +159,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymongo==4.16.0
@@ -185,8 +185,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -209,7 +209,7 @@ tenacity==8.5.0
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt b/sdks/python/container/ml/py312/base_image_requirements.txt
index 432094178c17..c72558f8acd9 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -24,26 +24,26 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -58,45 +58,45 @@ filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.3.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==1.69.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+google-resumable-media==2.8.2
+googleapis-common-protos==1.73.1
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 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
 h11==0.16.0
@@ -114,7 +114,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -137,8 +137,8 @@ mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -148,7 +148,7 @@ opentelemetry-semantic-conventions==0.61b0
 opt_einsum==3.4.0
 optree==0.19.0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -157,17 +157,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pymongo==4.16.0
 PyMySQL==1.1.2
@@ -182,8 +182,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -206,7 +206,7 @@ tenacity==8.5.0
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt b/sdks/python/container/ml/py313/base_image_requirements.txt
index 8dbc309b9aba..b92d500a4339 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -24,26 +24,26 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -58,44 +58,44 @@ filelock==3.25.2
 flatbuffers==25.12.19
 freezegun==1.5.5
 frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.3.0
 future==1.0.0
 gast==0.7.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.35
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==1.69.0
 google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+google-resumable-media==2.8.2
+googleapis-common-protos==1.73.1
 greenlet==3.3.2
 grpc-google-iam-v1==0.14.3
 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
 h11==0.16.0
@@ -113,7 +113,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -136,8 +136,8 @@ mpmath==1.3.0
 multidict==6.7.1
 namex==0.1.0
 networkx==3.6.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -147,7 +147,7 @@ opentelemetry-semantic-conventions==0.61b0
 opt_einsum==3.4.0
 optree==0.19.0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -156,17 +156,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pymongo==4.16.0
 PyMySQL==1.1.2
@@ -181,8 +181,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -205,7 +205,7 @@ tenacity==8.5.0
 tensorflow==2.21.0
 tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
 termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
 torch==2.8.0+cpu
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 3eed11b95ad5..bbcd9ca1d1aa 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,27 +23,27 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
 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
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -58,40 +58,40 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+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
 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
 h11==0.16.0
@@ -106,7 +106,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -122,7 +122,7 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.1
-nltk==3.9.3
+nltk==3.9.4
 numpy==2.2.6
 oauth2client==4.1.3
 objsize==0.7.1
@@ -131,7 +131,7 @@ opentelemetry-resourcedetector-gcp==1.11.0a0
 opentelemetry-sdk==1.40.0
 opentelemetry-semantic-conventions==0.61b0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -140,17 +140,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymongo==4.16.0
@@ -166,8 +166,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -184,9 +184,9 @@ SQLAlchemy==2.0.48
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
-tomli==2.4.0
+tomli==2.4.1
 tqdm==4.67.3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index b1e2295eeb41..bfc365e80dc8 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,26 +23,26 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
-attrs==25.4.0
+attrs==26.1.0
 backports.tarfile==1.2.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -56,41 +56,41 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+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
 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
 h11==0.16.0
@@ -105,7 +105,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -121,8 +121,8 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -130,7 +130,7 @@ opentelemetry-resourcedetector-gcp==1.11.0a0
 opentelemetry-sdk==1.40.0
 opentelemetry-semantic-conventions==0.61b0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -139,17 +139,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pyjsparser==2.7.1
 pymongo==4.16.0
@@ -165,8 +165,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -183,7 +183,7 @@ SQLAlchemy==2.0.48
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 545793628996..356392c82b56 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -23,25 +23,25 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -55,41 +55,41 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.31
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+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-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+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
 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
 h11==0.16.0
@@ -104,7 +104,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -119,8 +119,8 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -128,7 +128,7 @@ opentelemetry-resourcedetector-gcp==1.11.0a0
 opentelemetry-sdk==1.40.0
 opentelemetry-semantic-conventions==0.61b0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -137,17 +137,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pymongo==4.16.0
 PyMySQL==1.1.2
@@ -162,8 +162,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -180,7 +180,7 @@ SQLAlchemy==2.0.48
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
@@ -194,4 +194,4 @@ wheel==0.46.3
 wrapt==2.1.2
 yarl==1.23.0
 zipp==3.23.0
-zstandard==0.25.0
\ No newline at end of file
+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 541f2a9f3345..7859cc82569d 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -23,25 +23,25 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
-charset-normalizer==3.4.5
+charset-normalizer==3.4.6
 click==8.3.1
-cloud-sql-python-connector==1.20.0
+cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -55,40 +55,40 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+google-api-core==2.30.1
+google-api-python-client==2.193.0
 google-apitools==0.5.35
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+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
 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
 h11==0.16.0
@@ -103,7 +103,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -118,8 +118,8 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -127,7 +127,7 @@ opentelemetry-resourcedetector-gcp==1.11.0a0
 opentelemetry-sdk==1.40.0
 opentelemetry-semantic-conventions==0.61b0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -136,17 +136,17 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
 pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pymongo==4.16.0
 PyMySQL==1.1.2
@@ -161,8 +161,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -179,7 +179,7 @@ SQLAlchemy==2.0.48
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2
@@ -193,4 +193,4 @@ wheel==0.46.3
 wrapt==2.1.2
 yarl==1.23.0
 zipp==3.23.0
-zstandard==0.25.0
\ No newline at end of file
+zstandard==0.25.0
diff --git a/sdks/python/container/py314/base_image_requirements.txt b/sdks/python/container/py314/base_image_requirements.txt
index f01613aca7c8..63d26a6b15e3 100644
--- a/sdks/python/container/py314/base_image_requirements.txt
+++ b/sdks/python/container/py314/base_image_requirements.txt
@@ -23,17 +23,17 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohttp==3.13.4
 aiosignal==1.4.0
 annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
 asn1crypto==1.5.1
-attrs==25.4.0
+attrs==26.1.0
 beartype==0.22.9
 beautifulsoup4==4.14.3
 betterproto==2.0.0b6
 bs4==0.0.2
-build==1.4.0
+build==1.4.2
 cachetools==6.2.6
 certifi==2026.2.25
 cffi==2.0.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.6
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -55,39 +55,39 @@ fasteners==0.20
 freezegun==1.5.5
 frozenlist==1.8.0
 future==1.0.0
-google-api-core==2.30.0
+google-api-core==2.30.1
 google-apitools==0.5.35
 google-auth==2.49.1
 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-aiplatform==1.143.0
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.37.0
 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-build==3.36.0
+google-cloud-core==2.5.1
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.35.0
+google-cloud-kms==3.12.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
 google-cloud-pubsub==2.36.0
 google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
+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-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.13.0
 google-crc32c==1.8.0
-google-genai==1.67.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
+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
 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
 h11==0.16.0
@@ -102,7 +102,7 @@ idna==3.11
 importlib_metadata==8.7.1
 iniconfig==2.3.0
 jaraco.classes==3.4.0
-jaraco.context==6.1.1
+jaraco.context==6.1.2
 jaraco.functools==4.4.0
 jeepney==0.9.0
 Jinja2==3.1.6
@@ -117,8 +117,8 @@ mmh3==5.2.1
 mock==5.2.0
 more-itertools==10.8.0
 multidict==6.7.1
-nltk==3.9.3
-numpy==2.4.3
+nltk==3.9.4
+numpy==2.4.4
 oauth2client==4.1.3
 objsize==0.7.1
 opentelemetry-api==1.40.0
@@ -126,7 +126,7 @@ opentelemetry-resourcedetector-gcp==1.11.0a0
 opentelemetry-sdk==1.40.0
 opentelemetry-semantic-conventions==0.61b0
 oracledb==3.4.2
-orjson==3.11.7
+orjson==3.11.8
 packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
@@ -135,8 +135,8 @@ pillow==12.1.1
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+proto-plus==1.27.2
+protobuf==6.33.6
 psycopg2-binary==2.9.11
 pyarrow==23.0.1
 pyarrow-hotfix==0.7
@@ -145,7 +145,7 @@ pyasn1_modules==0.4.2
 pycparser==3.0
 pydantic==2.12.5
 pydantic_core==2.41.5
-Pygments==2.19.2
+Pygments==2.20.0
 PyHamcrest==2.1.0
 pymongo==4.16.0
 PyMySQL==1.1.2
@@ -160,8 +160,8 @@ python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.3.32
+requests==2.33.1
 requests-mock==1.12.1
 rpds-py==0.30.0
 rsa==4.9.1
@@ -178,7 +178,7 @@ SQLAlchemy==2.0.48
 sqlalchemy_pytds==1.0.2
 sqlparse==0.5.5
 tenacity==8.5.0
-testcontainers==4.14.1
+testcontainers==4.14.2
 threadpoolctl==3.6.0
 tqdm==4.67.3
 typing-inspection==0.4.2