This is an automated email from the ASF dual-hosted git repository.
tvalentyn pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/beam.git
The following commit(s) were added to refs/heads/master by this push:
new d901481e851 Update Python Dependencies - manual trigger (#38610)
d901481e851 is described below
commit d901481e8512fcb4adf0bd50c1fe272d5aa2aec0
Author: github-actions[bot]
<41898282+github-actions[bot]@users.noreply.github.com>
AuthorDate: Fri May 22 18:11:41 2026 -0700
Update Python Dependencies - manual trigger (#38610)
* Allow regeneration.
* Update Python Dependencies
* restore the config.
---------
Co-authored-by: Valentyn Tymofieiev <[email protected]>
Co-authored-by: tvalentyn <[email protected]>
Co-authored-by: tvalentyn <[email protected]>
---
.../container/ml/py310/base_image_requirements.txt | 139 ++++++------
.../container/ml/py310/gpu_image_requirements.txt | 243 +++++++++++----------
.../container/ml/py311/base_image_requirements.txt | 139 ++++++------
.../container/ml/py311/gpu_image_requirements.txt | 241 ++++++++++----------
.../container/ml/py312/base_image_requirements.txt | 139 ++++++------
.../container/ml/py312/gpu_image_requirements.txt | 239 ++++++++++----------
.../container/ml/py313/base_image_requirements.txt | 139 ++++++------
.../container/py310/base_image_requirements.txt | 123 +++++------
.../container/py311/base_image_requirements.txt | 125 +++++------
.../container/py312/base_image_requirements.txt | 123 ++++++-----
.../container/py313/base_image_requirements.txt | 125 ++++++-----
.../container/py314/base_image_requirements.txt | 121 +++++-----
12 files changed, 972 insertions(+), 924 deletions(-)
diff --git a/sdks/python/container/ml/py310/base_image_requirements.txt
b/sdks/python/container/ml/py310/base_image_requirements.txt
index b60f788ea39..1ef9fe59430 100644
--- a/sdks/python/container/ml/py310/base_image_requirements.txt
+++ b/sdks/python/container/ml/py310/base_image_requirements.txt
@@ -23,8 +23,8 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -37,74 +37,74 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b7
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy-data-plane==0.2.6
exceptiongroup==1.3.1
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -112,12 +112,12 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -125,17 +125,17 @@ Js2Py==0.74
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.12.2
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
multidict==6.7.1
namex==0.1.0
@@ -144,52 +144,53 @@ nltk==3.9.4
numpy==2.2.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
rpds-py==0.30.0
rsa==4.9.1
safetensors==0.7.0
@@ -202,11 +203,11 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorflow==2.21.0
tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
termcolor==3.3.0
@@ -219,14 +220,14 @@ tqdm==4.67.3
transformers==4.55.4
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
tzlocal==5.3.1
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py310/gpu_image_requirements.txt
b/sdks/python/container/ml/py310/gpu_image_requirements.txt
index ac7f9add86a..70ef4e44166 100644
--- a/sdks/python/container/ml/py310/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py310/gpu_image_requirements.txt
@@ -23,106 +23,108 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-doc==0.0.4
annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
asn1crypto==1.5.1
astor==0.8.1
astunparse==1.6.3
async-timeout==5.0.1
-attrs==25.4.0
+attrs==26.1.0
backports.tarfile==1.2.0
beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b7
blake3==1.0.8
bs4==0.0.2
-build==1.4.0
+build==1.5.0
cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
cloudpickle==3.1.2
compressed-tensors==0.10.2
crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
cupy-cuda12x==14.0.1
Cython==3.2.4
depyf==0.19.0
+detect-installer==0.1.0
dill==0.3.1.1
diskcache==5.6.3
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
einops==0.8.2
email-validator==2.3.0
envoy-data-plane==0.2.6
exceptiongroup==1.3.1
execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.18.0
+fastar==0.11.0
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -131,21 +133,21 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
interegular==0.3.3
jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
joblib==1.5.3
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.12.2
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
lark==1.2.2
@@ -154,104 +156,119 @@ llguidance==0.7.30
llvmlite==0.44.0
lm-format-enforcer==0.10.12
Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
multidict==6.7.1
namex==0.1.0
networkx==3.4.2
ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
numba==0.61.2
numpy==2.2.6
+nvidia-cublas==13.1.1.3
nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.5.1.17
+nvidia-cudnn-cu13==9.20.0.48
+nvidia-cufft==12.0.0.61
nvidia-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
nvidia-cufile-cu12==1.11.1.6
+nvidia-curand==10.4.0.35
nvidia-curand-cu12==10.3.7.77
+nvidia-cusolver==12.0.4.66
nvidia-cusolver-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
nvidia-cusparse-cu12==12.5.4.2
nvidia-cusparselt-cu12==0.6.3
+nvidia-cusparselt-cu13==0.8.1
nvidia-nccl-cu12==2.26.2
+nvidia-nccl-cu13==2.29.7
+nvidia-nvjitlink==13.0.88
nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
nvidia-nvtx-cu12==12.6.77
oauth2client==4.1.3
objsize==0.7.1
openai==1.107.1
openai-harmony==0.0.8
opencv-python-headless==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
partial-json-parser==0.2.1.1.post7
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
py-cpuinfo==9.0.0
pyarrow==23.0.1
pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
pyasn1_modules==0.4.2
pybase64==1.4.3
pycountry==26.2.16
pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.1
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
rignore==0.7.6
rpds-py==0.30.0
rsa==4.9.1
@@ -261,55 +278,55 @@ scipy==1.15.3
scramp==1.4.8
SecretStorage==3.5.0
sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
setproctitle==1.3.7
-setuptools==82.0.1
+setuptools==81.0.0
shellingham==1.5.4
six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soundfile==0.13.1
soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
starlette==0.52.1
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorboard==2.20.0
tensorboard-data-server==0.7.2
tensorflow==2.20.0
tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
tokenizers==0.21.4
-tomli==2.4.0
+tomli==2.4.1
torch==2.7.1
torchaudio==2.7.1
torchvision==0.22.1
tqdm==4.67.3
transformers==4.55.4
triton==3.3.1
-typer==0.24.1
+typer==0.25.1
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
uvloop==0.22.1
virtualenv-clone==0.5.7
vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.1
xformers==0.0.31
xgrammar==0.1.21
-yarl==1.23.0
-zipp==3.23.0
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt
b/sdks/python/container/ml/py311/base_image_requirements.txt
index 27025b1130e..c7ffd60a9da 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -23,8 +23,8 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -36,74 +36,74 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -111,12 +111,12 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -124,56 +124,57 @@ Js2Py==0.74
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
multidict==6.7.1
namex==0.1.0
networkx==3.6.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -182,13 +183,13 @@ pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
rpds-py==0.30.0
rsa==4.9.1
safetensors==0.7.0
@@ -201,11 +202,11 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorflow==2.21.0
tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
termcolor==3.3.0
@@ -217,14 +218,14 @@ tqdm==4.67.3
transformers==4.55.4
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
tzlocal==5.3.1
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt
b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 01caaf42565..547cfd308fe 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -23,105 +23,107 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-doc==0.0.4
annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
asn1crypto==1.5.1
astor==0.8.1
astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
backports.tarfile==1.2.0
beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
blake3==1.0.8
bs4==0.0.2
-build==1.4.0
+build==1.5.0
cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
cloudpickle==3.1.2
compressed-tensors==0.10.2
crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
cupy-cuda12x==14.0.1
Cython==3.2.4
depyf==0.19.0
+detect-installer==0.1.0
dill==0.3.1.1
diskcache==5.6.3
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
einops==0.8.2
email-validator==2.3.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.18.0
+fastar==0.11.0
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
-grpcio-tools==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
+grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -130,21 +132,21 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
interegular==0.3.3
jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
joblib==1.5.3
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
lark==1.2.2
@@ -153,84 +155,99 @@ llguidance==0.7.30
llvmlite==0.44.0
lm-format-enforcer==0.10.12
Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
multidict==6.7.1
namex==0.1.0
networkx==3.6.1
ninja==1.13.0
-nltk==3.9.3
+nltk==3.9.4
numba==0.61.2
numpy==2.2.6
+nvidia-cublas==13.1.1.3
nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.5.1.17
+nvidia-cudnn-cu13==9.20.0.48
+nvidia-cufft==12.0.0.61
nvidia-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
nvidia-cufile-cu12==1.11.1.6
+nvidia-curand==10.4.0.35
nvidia-curand-cu12==10.3.7.77
+nvidia-cusolver==12.0.4.66
nvidia-cusolver-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
nvidia-cusparse-cu12==12.5.4.2
nvidia-cusparselt-cu12==0.6.3
+nvidia-cusparselt-cu13==0.8.1
nvidia-nccl-cu12==2.26.2
+nvidia-nccl-cu13==2.29.7
+nvidia-nvjitlink==13.0.88
nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
nvidia-nvtx-cu12==12.6.77
oauth2client==4.1.3
objsize==0.7.1
openai==1.107.1
openai-harmony==0.0.8
opencv-python-headless==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
partial-json-parser==0.2.1.1.post7
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
py-cpuinfo==9.0.0
pyarrow==23.0.1
pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
pyasn1_modules==0.4.2
pybase64==1.4.3
pycountry==26.2.16
pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.1
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -238,19 +255,19 @@ pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
referencing==0.37.0
-regex==2026.2.28
-requests==2.32.5
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
rignore==0.7.6
rpds-py==0.30.0
rsa==4.9.1
@@ -260,30 +277,30 @@ scipy==1.17.1
scramp==1.4.8
SecretStorage==3.5.0
sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
setproctitle==1.3.7
-setuptools==82.0.1
+setuptools==81.0.0
shellingham==1.5.4
six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soundfile==0.13.1
soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
starlette==0.52.1
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorboard==2.20.0
tensorboard-data-server==0.7.2
tensorflow==2.20.0
tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
tokenizers==0.21.4
torch==2.7.1
torchaudio==2.7.1
@@ -291,23 +308,23 @@ torchvision==0.22.1
tqdm==4.67.3
transformers==4.55.4
triton==3.3.1
-typer==0.24.1
+typer==0.25.1
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
uvloop==0.22.1
virtualenv-clone==0.5.7
vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.1
xformers==0.0.31
xgrammar==0.1.21
-yarl==1.23.0
-zipp==3.23.0
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py312/base_image_requirements.txt
b/sdks/python/container/ml/py312/base_image_requirements.txt
index 761753b6801..9ab5d88a0ef 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -23,8 +23,8 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -35,74 +35,74 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -110,67 +110,67 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
multidict==6.7.1
namex==0.1.0
networkx==3.6.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -179,13 +179,13 @@ pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.0
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
rpds-py==0.30.0
rsa==4.9.1
safetensors==0.7.0
@@ -198,29 +198,28 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorflow==2.21.0
tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
termcolor==3.3.0
testcontainers==4.14.2
threadpoolctl==3.6.0
tokenizers==0.21.4
-torch==2.8.0
+torch==2.8.0+cpu
tqdm==4.67.3
transformers==4.55.4
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt
b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 2b947b22e23..3c4d570820a 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -23,104 +23,106 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.3
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-doc==0.0.4
annotated-types==0.7.0
-anyio==4.12.1
+anyio==4.13.0
asn1crypto==1.5.1
astor==0.8.1
astunparse==1.6.3
-attrs==25.4.0
+attrs==26.1.0
beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
blake3==1.0.8
bs4==0.0.2
-build==1.4.0
+build==1.5.0
cachetools==6.2.6
-cbor2==5.8.0
-certifi==2026.2.25
+cbor2==6.1.1
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.5
-click==8.3.1
-cloud-sql-python-connector==1.20.0
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
cloudpickle==3.1.2
compressed-tensors==0.10.2
crcmod==1.7
-cryptography==46.0.5
-cuda-bindings==12.9.4
-cuda-pathfinder==1.4.2
+cryptography==47.0.0
+cuda-bindings==13.2.0
+cuda-pathfinder==1.5.4
+cuda-toolkit==13.0.2
cupy-cuda12x==14.0.1
Cython==3.2.4
depyf==0.19.0
+detect-installer==0.1.0
dill==0.3.1.1
diskcache==5.6.3
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
einops==0.8.2
email-validator==2.3.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastapi==0.135.1
+fastapi==0.136.1
fastapi-cli==0.0.24
-fastapi-cloud-cli==0.15.0
-fastar==0.8.0
-fastavro==1.12.1
+fastapi-cloud-cli==0.18.0
+fastar==0.11.0
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.2.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-gguf==0.18.0
-google-api-core==2.30.0
-google-api-python-client==2.192.0
+gguf==0.19.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.141.0
-google-cloud-bigquery==3.40.1
-google-cloud-bigquery-storage==2.36.2
-google-cloud-bigtable==2.35.0
-google-cloud-build==3.35.0
-google-cloud-core==2.5.0
-google-cloud-datastore==2.23.0
-google-cloud-dlp==3.34.0
-google-cloud-kms==3.11.0
-google-cloud-language==2.19.0
-google-cloud-monitoring==2.29.1
+google-cloud-aiplatform==1.153.1
+google-cloud-bigquery==3.41.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
+google-cloud-build==3.36.0
+google-cloud-core==2.6.0
+google-cloud-datastore==2.24.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
+google-cloud-language==2.20.0
+google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
-google-cloud-resource-manager==1.16.0
-google-cloud-secret-manager==2.26.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
-google-cloud-videointelligence==2.18.0
-google-cloud-vision==3.12.1
+google-cloud-resource-manager==1.17.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
+google-cloud-videointelligence==2.19.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.67.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.0
-googleapis-common-protos==1.73.0
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
-grpcio==1.78.0
-grpcio-status==1.78.0
-grpcio-tools==1.78.0
+grpcio==1.80.0
+grpcio-status==1.80.0
+grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.16.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -129,21 +131,20 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
interegular==0.3.3
jaraco.classes==3.4.0
-jaraco.context==6.1.1
-jaraco.functools==4.4.0
+jaraco.context==6.1.2
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
-jiter==0.13.0
+jiter==0.15.0
joblib==1.5.3
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
lark==1.2.2
@@ -152,17 +153,17 @@ llguidance==0.7.30
llvmlite==0.44.0
lm-format-enforcer==0.10.12
Markdown==3.10.2
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
-mistral_common==1.10.0
+mistral_common==1.11.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
msgpack==1.1.2
-msgspec==0.20.0
+msgspec==0.21.1
multidict==6.7.1
namex==0.1.0
networkx==3.6.1
@@ -170,66 +171,81 @@ ninja==1.13.0
nltk==3.9.4
numba==0.61.2
numpy==2.2.6
+nvidia-cublas==13.1.1.3
nvidia-cublas-cu12==12.6.4.1
+nvidia-cuda-cupti==13.0.85
nvidia-cuda-cupti-cu12==12.6.80
+nvidia-cuda-nvrtc==13.0.88
nvidia-cuda-nvrtc-cu12==12.6.77
+nvidia-cuda-runtime==13.0.96
nvidia-cuda-runtime-cu12==12.6.77
nvidia-cudnn-cu12==9.5.1.17
+nvidia-cudnn-cu13==9.20.0.48
+nvidia-cufft==12.0.0.61
nvidia-cufft-cu12==11.3.0.4
+nvidia-cufile==1.15.1.6
nvidia-cufile-cu12==1.11.1.6
+nvidia-curand==10.4.0.35
nvidia-curand-cu12==10.3.7.77
+nvidia-cusolver==12.0.4.66
nvidia-cusolver-cu12==11.7.1.2
+nvidia-cusparse==12.6.3.3
nvidia-cusparse-cu12==12.5.4.2
nvidia-cusparselt-cu12==0.6.3
+nvidia-cusparselt-cu13==0.8.1
nvidia-nccl-cu12==2.26.2
+nvidia-nccl-cu13==2.29.7
+nvidia-nvjitlink==13.0.88
nvidia-nvjitlink-cu12==12.6.85
-nvidia-nvshmem-cu12==3.4.5
+nvidia-nvshmem-cu13==3.4.5
+nvidia-nvtx==13.0.85
nvidia-nvtx-cu12==12.6.77
oauth2client==4.1.3
objsize==0.7.1
openai==1.107.1
openai-harmony==0.0.8
opencv-python-headless==4.13.0.92
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.7
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
outlines_core==0.2.10
-packaging==26.0
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
partial-json-parser==0.2.1.1.post7
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
prometheus-fastapi-instrumentator==7.1.0
-prometheus_client==0.24.1
-propcache==0.4.1
-proto-plus==1.27.1
-protobuf==6.33.5
+prometheus_client==0.25.0
+propcache==0.5.2
+proto-plus==1.28.0
+protobuf==6.33.6
psutil==7.2.2
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
py-cpuinfo==9.0.0
pyarrow==23.0.1
pyarrow-hotfix==0.7
-pyasn1==0.6.2
+pyasn1==0.6.3
pyasn1_modules==0.4.2
pybase64==1.4.3
pycountry==26.2.16
pycparser==3.0
-pydantic==2.12.5
-pydantic-extra-types==2.11.0
-pydantic-settings==2.13.1
-pydantic_core==2.41.5
-Pygments==2.19.2
+pydantic==2.13.4
+pydantic-extra-types==2.11.1
+pydantic-settings==2.14.1
+pydantic_core==2.46.4
+pydot==1.4.2
+Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -237,19 +253,19 @@ pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
-python-json-logger==4.0.0
-python-multipart==0.0.22
+python-json-logger==4.1.0
+python-multipart==0.0.29
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.1
referencing==0.37.0
-regex==2026.2.28
-requests==2.33.0
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
-rich-toolkit==0.19.7
+rich==15.0.0
+rich-toolkit==0.19.10
rignore==0.7.6
rpds-py==0.30.0
rsa==4.9.1
@@ -259,7 +275,7 @@ scipy==1.17.1
scramp==1.4.8
SecretStorage==3.5.0
sentencepiece==0.2.1
-sentry-sdk==2.54.0
+sentry-sdk==2.60.0
setproctitle==1.3.7
setuptools==79.0.1
shellingham==1.5.4
@@ -268,45 +284,44 @@ sniffio==1.3.1
sortedcontainers==2.4.0
soundfile==0.13.1
soupsieve==2.8.3
-soxr==1.0.0
-SQLAlchemy==2.0.48
+soxr==1.1.0
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
starlette==0.52.1
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorboard==2.20.0
tensorboard-data-server==0.7.2
tensorflow==2.20.0
tensorflow-cpu-aws==2.20.0;platform_machine=="aarch64"
termcolor==3.3.0
-testcontainers==4.14.1
+testcontainers==4.14.2
threadpoolctl==3.6.0
-tiktoken==0.12.0
+tiktoken==0.13.0
tokenizers==0.21.4
-torch==2.8.0
+torch==2.7.1
torchaudio==2.7.1
torchvision==0.22.1
tqdm==4.67.3
transformers==4.55.4
triton==3.3.1
-typer==0.24.1
+typer==0.25.1
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
-uvicorn==0.41.0
+urllib3==2.7.0
+uvicorn==0.47.0
uvloop==0.22.1
virtualenv-clone==0.5.7
vllm==0.10.1.1
-watchfiles==1.1.1
+watchfiles==1.2.0
websockets==16.0
-Werkzeug==3.1.6
-wheel==0.46.3
-wrapt==2.1.2
+Werkzeug==3.1.8
+wheel==0.47.0
+wrapt==2.2.1
xformers==0.0.31
-xgrammar==0.1.32
-yarl==1.23.0
-zipp==3.23.0
+xgrammar==0.1.21
+yarl==1.24.2
zstandard==0.25.0
diff --git a/sdks/python/container/ml/py313/base_image_requirements.txt
b/sdks/python/container/ml/py313/base_image_requirements.txt
index b92d500a433..bf8152d8027 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -23,8 +23,8 @@
absl-py==2.4.0
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -35,73 +35,73 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
-filelock==3.25.2
+filelock==3.29.0
flatbuffers==25.12.19
freezegun==1.5.5
frozenlist==1.8.0
-fsspec==2026.3.0
+fsspec==2026.4.0
future==1.0.0
gast==0.7.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.35
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
+google-genai==2.6.0
google-pasta==0.2.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
h5py==3.14.0
-hf-xet==1.4.2
+hf-xet==1.5.0
hpack==4.1.0
httpcore==1.0.9
httplib2==0.31.2
@@ -109,82 +109,82 @@ httpx==0.28.1
huggingface_hub==0.36.2
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
jsonpickle==3.4.2
jsonschema==4.26.0
jsonschema-specifications==2025.9.1
-keras==3.13.2
+keras==3.14.1
keyring==25.7.0
keyrings.google-artifactregistry-auth==1.1.2
libclang==18.1.1
-markdown-it-py==4.0.0
+markdown-it-py==4.2.0
MarkupSafe==3.0.3
mdurl==0.1.2
ml_dtypes==0.5.4
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
mpmath==1.3.0
multidict==6.7.1
namex==0.1.0
networkx==3.6.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
opt_einsum==3.4.0
-optree==0.19.0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+optree==0.19.1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
-rich==14.3.3
+rich==15.0.0
rpds-py==0.30.0
rsa==4.9.1
safetensors==0.7.0
@@ -197,11 +197,11 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
sympy==1.14.0
-tenacity==8.5.0
+tenacity==9.1.4
tensorflow==2.21.0
tensorflow-cpu-aws==2.21.0;platform_machine=="aarch64"
termcolor==3.3.0
@@ -213,13 +213,12 @@ tqdm==4.67.3
transformers==4.55.4
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
zstandard==0.25.0
diff --git a/sdks/python/container/py310/base_image_requirements.txt
b/sdks/python/container/py310/base_image_requirements.txt
index 1712f0f3680..e40d90c7947 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -22,8 +22,8 @@
# Reach out to a committer if you need help.
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -35,65 +35,65 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b7
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy-data-plane==0.2.6
exceptiongroup==1.3.1
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
freezegun==1.5.5
frozenlist==1.8.0
future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.6.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
hpack==4.1.0
@@ -102,12 +102,12 @@ httplib2==0.31.2
httpx==0.28.1
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -120,41 +120,42 @@ keyrings.google-artifactregistry-auth==1.1.2
MarkupSafe==3.0.3
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
multidict==6.7.1
nltk==3.9.4
numpy==2.2.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -163,11 +164,11 @@ pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
rpds-py==0.30.0
rsa==4.9.1
@@ -180,24 +181,24 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
testcontainers==4.14.2
threadpoolctl==3.6.0
tomli==2.4.1
tqdm==4.67.3
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
tzlocal==5.3.1
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt
b/sdks/python/container/py311/base_image_requirements.txt
index c7bb3fd7280..8362e22e172 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -22,8 +22,8 @@
# Reach out to a committer if you need help.
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -34,65 +34,65 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
freezegun==1.5.5
frozenlist==1.8.0
future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.6.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
hpack==4.1.0
@@ -101,12 +101,12 @@ httplib2==0.31.2
httpx==0.28.1
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
+importlib_metadata==9.0.0
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -119,41 +119,42 @@ keyrings.google-artifactregistry-auth==1.1.2
MarkupSafe==3.0.3
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
multidict==6.7.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
pyjsparser==2.7.1
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -162,11 +163,11 @@ pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
rpds-py==0.30.0
rsa==4.9.1
@@ -179,23 +180,23 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
testcontainers==4.14.2
threadpoolctl==3.6.0
tqdm==4.67.3
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
tzlocal==5.3.1
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
+zipp==4.1.0
zstandard==0.25.0
diff --git a/sdks/python/container/py312/base_image_requirements.txt
b/sdks/python/container/py312/base_image_requirements.txt
index d0948d43a9e..f0ca11af6e4 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -22,8 +22,8 @@
# Reach out to a committer if you need help.
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -33,65 +33,65 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
freezegun==1.5.5
frozenlist==1.8.0
future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.31
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
google-cloud-profiler==4.1.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.6.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
hpack==4.1.0
@@ -100,12 +100,11 @@ httplib2==0.31.2
httpx==0.28.1
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -117,53 +116,54 @@ keyrings.google-artifactregistry-auth==1.1.2
MarkupSafe==3.0.3
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
multidict==6.7.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
rpds-py==0.30.0
rsa==4.9.1
@@ -176,22 +176,21 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
testcontainers==4.14.2
threadpoolctl==3.6.0
tqdm==4.67.3
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
zstandard==0.25.0
diff --git a/sdks/python/container/py313/base_image_requirements.txt
b/sdks/python/container/py313/base_image_requirements.txt
index 7859cc82569..e0b9bfb26df 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -22,8 +22,8 @@
# Reach out to a committer if you need help.
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -33,64 +33,64 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
freezegun==1.5.5
frozenlist==1.8.0
future==1.0.0
-google-api-core==2.30.1
-google-api-python-client==2.193.0
+google-api-core==2.30.3
+google-api-python-client==2.196.0
google-apitools==0.5.35
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.6.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
hpack==4.1.0
@@ -99,12 +99,11 @@ httplib2==0.31.2
httpx==0.28.1
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -116,53 +115,54 @@ keyrings.google-artifactregistry-auth==1.1.2
MarkupSafe==3.0.3
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
multidict==6.7.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
-pytest==8.4.2
+pytest==9.0.3
pytest-timeout==2.4.0
pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
rpds-py==0.30.0
rsa==4.9.1
@@ -175,22 +175,21 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
testcontainers==4.14.2
threadpoolctl==3.6.0
tqdm==4.67.3
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
+tzdata==2026.2
uritemplate==4.2.0
-urllib3==2.6.3
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
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 6547fc97753..2ff940c9285 100644
--- a/sdks/python/container/py314/base_image_requirements.txt
+++ b/sdks/python/container/py314/base_image_requirements.txt
@@ -22,8 +22,8 @@
# Reach out to a committer if you need help.
aiofiles==25.1.0
-aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohappyeyeballs==2.6.2
+aiohttp==3.13.5
aiosignal==1.4.0
annotated-types==0.7.0
anyio==4.13.0
@@ -33,63 +33,63 @@ beartype==0.22.9
beautifulsoup4==4.14.3
betterproto==2.0.0b6
bs4==0.0.2
-build==1.4.2
+build==1.5.0
cachetools==6.2.6
-certifi==2026.2.25
+certifi==2026.5.20
cffi==2.0.0
-charset-normalizer==3.4.6
-click==8.3.1
-cloud-sql-python-connector==1.20.1
+charset-normalizer==3.4.7
+click==8.4.1
+cloud-sql-python-connector==1.20.2
crcmod==1.7
-cryptography==46.0.6
+cryptography==47.0.0
Cython==3.2.4
dill==0.3.1.1
distro==1.9.0
dnspython==2.8.0
docker==7.1.0
-docstring_parser==0.17.0
+docstring_parser==0.18.0
envoy_data_plane==1.0.3
execnet==2.1.2
-fastavro==1.12.1
+fastavro==1.12.2
fasteners==0.20
freezegun==1.5.5
frozenlist==1.8.0
future==1.0.0
-google-api-core==2.30.1
+google-api-core==2.30.3
google-apitools==0.5.35
-google-auth==2.49.1
+google-auth==2.53.0
google-auth-httplib2==0.2.1
-google-cloud-aiplatform==1.143.0
+google-cloud-aiplatform==1.153.1
google-cloud-bigquery==3.41.0
-google-cloud-bigquery-storage==2.37.0
-google-cloud-bigtable==2.35.0
+google-cloud-bigquery-storage==2.38.0
+google-cloud-bigtable==2.38.0
google-cloud-build==3.36.0
-google-cloud-core==2.5.1
+google-cloud-core==2.6.0
google-cloud-datastore==2.24.0
-google-cloud-dlp==3.35.0
-google-cloud-kms==3.12.0
+google-cloud-dlp==3.36.0
+google-cloud-kms==3.13.0
google-cloud-language==2.20.0
google-cloud-monitoring==2.30.0
-google-cloud-pubsub==2.36.0
+google-cloud-pubsub==2.38.0
google-cloud-recommendations-ai==0.10.18
google-cloud-resource-manager==1.17.0
-google-cloud-secret-manager==2.27.0
-google-cloud-spanner==3.63.0
-google-cloud-storage==2.19.0
+google-cloud-secret-manager==2.28.0
+google-cloud-spanner==3.66.0
+google-cloud-storage==3.10.1
google-cloud-videointelligence==2.19.0
-google-cloud-vision==3.13.0
+google-cloud-vision==3.14.0
google-crc32c==1.8.0
-google-genai==1.69.0
-google-resumable-media==2.8.2
-googleapis-common-protos==1.73.1
-greenlet==3.3.2
-grpc-google-iam-v1==0.14.3
+google-genai==2.6.0
+google-resumable-media==2.9.0
+googleapis-common-protos==1.75.0
+greenlet==3.5.1
+grpc-google-iam-v1==0.14.4
grpc-interceptor==0.15.4
grpcio==1.80.0
grpcio-status==1.80.0
grpcio-tools==1.80.0
grpclib==0.4.9
-guppy3==3.1.6
+guppy3==3.1.7
h11==0.16.0
h2==4.3.0
hpack==4.1.0
@@ -98,12 +98,11 @@ httplib2==0.31.2
httpx==0.28.1
hyperframe==6.1.0
hypothesis==6.148.3
-idna==3.11
-importlib_metadata==8.7.1
+idna==3.16
iniconfig==2.3.0
jaraco.classes==3.4.0
jaraco.context==6.1.2
-jaraco.functools==4.4.0
+jaraco.functools==4.5.0
jeepney==0.9.0
Jinja2==3.1.6
joblib==1.5.3
@@ -115,40 +114,41 @@ keyrings.google-artifactregistry-auth==1.1.2
MarkupSafe==3.0.3
mmh3==5.2.1
mock==5.2.0
-more-itertools==10.8.0
+more-itertools==11.1.0
multidict==6.7.1
nltk==3.9.4
-numpy==2.4.4
+numpy==2.4.6
oauth2client==4.1.3
objsize==0.7.1
-opentelemetry-api==1.40.0
-opentelemetry-resourcedetector-gcp==1.11.0a0
-opentelemetry-sdk==1.40.0
-opentelemetry-semantic-conventions==0.61b0
-oracledb==3.4.2
-orjson==3.11.8
-packaging==26.0
+opentelemetry-api==1.42.1
+opentelemetry-resourcedetector-gcp==1.12.0a0
+opentelemetry-sdk==1.42.1
+opentelemetry-semantic-conventions==0.63b1
+oracledb==4.0.1
+orjson==3.11.9
+packaging==26.2
pandas==2.2.3
parameterized==0.9.0
pg8000==1.31.5
-pillow==12.1.1
-pip==26.0.1
+pillow==12.2.0
+pip==26.1.1
pluggy==1.6.0
-propcache==0.4.1
-proto-plus==1.27.2
+propcache==0.5.2
+proto-plus==1.28.0
protobuf==6.33.6
-psycopg2-binary==2.9.11
+psycopg2-binary==2.9.12
pyarrow==23.0.1
pyarrow-hotfix==0.7
pyasn1==0.6.3
pyasn1_modules==0.4.2
pycparser==3.0
-pydantic==2.12.5
-pydantic_core==2.41.5
+pydantic==2.13.4
+pydantic_core==2.46.4
+pydot==1.4.2
Pygments==2.20.0
PyHamcrest==2.1.0
-pymongo==4.16.0
-PyMySQL==1.1.2
+pymongo==4.17.0
+PyMySQL==1.2.0
pyparsing==3.3.2
pyproject_hooks==1.2.0
pytest==9.0.3
@@ -157,11 +157,11 @@ pytest-xdist==3.8.0
python-dateutil==2.9.0.post0
python-dotenv==1.2.2
python-tds==1.17.1
-pytz==2026.1.post1
+pytz==2026.2
PyYAML==6.0.3
referencing==0.37.0
-regex==2026.3.32
-requests==2.33.1
+regex==2026.5.9
+requests==2.34.2
requests-mock==1.12.1
rpds-py==0.30.0
rsa==4.9.1
@@ -174,21 +174,20 @@ six==1.17.0
sniffio==1.3.1
sortedcontainers==2.4.0
soupsieve==2.8.3
-SQLAlchemy==2.0.48
+SQLAlchemy==2.0.49
sqlalchemy_pytds==1.0.2
sqlparse==0.5.5
-tenacity==8.5.0
+tenacity==9.1.4
testcontainers==4.14.2
threadpoolctl==3.6.0
tqdm==4.67.3
typing-inspection==0.4.2
typing_extensions==4.15.0
-tzdata==2025.3
-urllib3==2.6.3
+tzdata==2026.2
+urllib3==2.7.0
virtualenv-clone==0.5.7
websockets==16.0
-wheel==0.46.3
-wrapt==2.1.2
-yarl==1.23.0
-zipp==3.23.0
+wheel==0.47.0
+wrapt==2.2.1
+yarl==1.24.2
zstandard==0.25.0
