diff --git a/sdks/python/container/ml/py311/base_image_requirements.txt b/sdks/python/container/ml/py311/base_image_requirements.txt
index 4fe9cd55aaff..22f354d84e9b 100644
--- a/sdks/python/container/ml/py311/base_image_requirements.txt
+++ b/sdks/python/container/ml/py311/base_image_requirements.txt
@@ -44,7 +44,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -155,7 +155,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -176,7 +176,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
@@ -186,7 +186,7 @@ pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
 regex==2026.3.32
-requests==2.33.1
+requests==2.33.0
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -212,9 +212,9 @@ termcolor==3.3.0
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
-torch==2.8.0+cpu
+torch==2.8.0
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.0.0rc3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/ml/py311/gpu_image_requirements.txt b/sdks/python/container/ml/py311/gpu_image_requirements.txt
index 17fe5025f09b..8ab373d96405 100644
--- a/sdks/python/container/ml/py311/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py311/gpu_image_requirements.txt
@@ -24,7 +24,7 @@
 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-doc==0.0.4
 annotated-types==0.7.0
@@ -41,7 +41,7 @@ blake3==1.0.8
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
-cbor2==5.8.0
+cbor2==5.9.0
 certifi==2026.2.25
 cffi==2.0.0
 charset-normalizer==3.4.5
@@ -50,7 +50,7 @@ cloud-sql-python-connector==1.20.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.7
 cuda-bindings==12.9.4
 cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
@@ -168,7 +168,7 @@ 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-cu12==12.6.4.1
@@ -205,7 +205,7 @@ pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
@@ -218,7 +218,7 @@ psycopg2-binary==2.9.11
 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
@@ -233,21 +233,21 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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-multipart==0.0.26
 python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.0
 referencing==0.37.0
 regex==2026.2.28
-requests==2.32.5
+requests==2.33.0
 requests-mock==1.12.1
 rich==14.3.3
 rich-toolkit==0.19.7
@@ -285,11 +285,11 @@ testcontainers==4.14.1
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
-torch==2.7.1
+torch==2.8.0
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.0.0rc3
 triton==3.3.1
 typer==0.24.1
 typing-inspection==0.4.2
@@ -307,7 +307,7 @@ Werkzeug==3.1.6
 wheel==0.46.3
 wrapt==2.1.2
 xformers==0.0.31
-xgrammar==0.1.21
+xgrammar==0.1.32
 yarl==1.23.0
 zipp==3.23.0
 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 c72558f8acd9..ca0d83d96563 100644
--- a/sdks/python/container/ml/py312/base_image_requirements.txt
+++ b/sdks/python/container/ml/py312/base_image_requirements.txt
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -153,7 +153,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -173,7 +173,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
@@ -183,7 +183,7 @@ pytz==2026.1.post1
 PyYAML==6.0.3
 referencing==0.37.0
 regex==2026.3.32
-requests==2.33.1
+requests==2.33.0
 requests-mock==1.12.1
 rich==14.3.3
 rpds-py==0.30.0
@@ -209,9 +209,9 @@ termcolor==3.3.0
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
-torch==2.8.0+cpu
+torch==2.8.0
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.0.0rc3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/ml/py312/gpu_image_requirements.txt b/sdks/python/container/ml/py312/gpu_image_requirements.txt
index 632ba689e3ee..ec970721821f 100644
--- a/sdks/python/container/ml/py312/gpu_image_requirements.txt
+++ b/sdks/python/container/ml/py312/gpu_image_requirements.txt
@@ -24,7 +24,7 @@
 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-doc==0.0.4
 annotated-types==0.7.0
@@ -40,7 +40,7 @@ blake3==1.0.8
 bs4==0.0.2
 build==1.4.0
 cachetools==6.2.6
-cbor2==5.8.0
+cbor2==5.9.0
 certifi==2026.2.25
 cffi==2.0.0
 charset-normalizer==3.4.5
@@ -49,7 +49,7 @@ cloud-sql-python-connector==1.20.0
 cloudpickle==3.1.2
 compressed-tensors==0.10.2
 crcmod==1.7
-cryptography==46.0.5
+cryptography==46.0.7
 cuda-bindings==12.9.4
 cuda-pathfinder==1.4.2
 cupy-cuda12x==14.0.1
@@ -204,7 +204,7 @@ pandas==2.2.3
 parameterized==0.9.0
 partial-json-parser==0.2.1.1.post7
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 prometheus-fastapi-instrumentator==7.1.0
@@ -217,7 +217,7 @@ psycopg2-binary==2.9.11
 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
@@ -232,21 +232,21 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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-multipart==0.0.26
 python-tds==1.17.1
 pytz==2026.1.post1
 PyYAML==6.0.3
 pyzmq==27.1.0
-ray==2.54.0
+ray==2.55.0
 referencing==0.37.0
 regex==2026.2.28
-requests==2.32.5
+requests==2.33.0
 requests-mock==1.12.1
 rich==14.3.3
 rich-toolkit==0.19.7
@@ -284,11 +284,11 @@ testcontainers==4.14.1
 threadpoolctl==3.6.0
 tiktoken==0.12.0
 tokenizers==0.21.4
-torch==2.7.1
+torch==2.8.0
 torchaudio==2.7.1
 torchvision==0.22.1
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.0.0rc3
 triton==3.3.1
 typer==0.24.1
 typing-inspection==0.4.2
@@ -306,7 +306,7 @@ Werkzeug==3.1.6
 wheel==0.46.3
 wrapt==2.1.2
 xformers==0.0.31
-xgrammar==0.1.21
+xgrammar==0.1.32
 yarl==1.23.0
 zipp==3.23.0
 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 b92d500a4339..9516b3602fcd 100644
--- a/sdks/python/container/ml/py313/base_image_requirements.txt
+++ b/sdks/python/container/ml/py313/base_image_requirements.txt
@@ -24,7 +24,7 @@
 absl-py==2.4.0
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -152,7 +152,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -172,7 +172,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
@@ -208,9 +208,9 @@ termcolor==3.3.0
 testcontainers==4.14.2
 threadpoolctl==3.6.0
 tokenizers==0.21.4
-torch==2.8.0+cpu
+torch==2.11.0
 tqdm==4.67.3
-transformers==4.55.4
+transformers==5.0.0rc3
 typing-inspection==0.4.2
 typing_extensions==4.15.0
 tzdata==2025.3
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index 1712f0f36806..81d3bb22c3a8 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -43,7 +43,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -136,7 +136,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index bfc365e80dc8..a6fdf8675cfa 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -42,7 +42,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -135,7 +135,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -156,7 +156,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
diff --git a/sdks/python/container/py312/base_image_requirements.txt b/sdks/python/container/py312/base_image_requirements.txt
index 356392c82b56..8da8e401f724 100644
--- a/sdks/python/container/py312/base_image_requirements.txt
+++ b/sdks/python/container/py312/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -133,7 +133,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -153,7 +153,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
diff --git a/sdks/python/container/py313/base_image_requirements.txt b/sdks/python/container/py313/base_image_requirements.txt
index 7859cc82569d..887bc63fc19c 100644
--- a/sdks/python/container/py313/base_image_requirements.txt
+++ b/sdks/python/container/py313/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -132,7 +132,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -152,7 +152,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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
diff --git a/sdks/python/container/py314/base_image_requirements.txt b/sdks/python/container/py314/base_image_requirements.txt
index 63d26a6b15e3..645e542cd04e 100644
--- a/sdks/python/container/py314/base_image_requirements.txt
+++ b/sdks/python/container/py314/base_image_requirements.txt
@@ -23,7 +23,7 @@
 
 aiofiles==25.1.0
 aiohappyeyeballs==2.6.1
-aiohttp==3.13.4
+aiohttp==3.13.5
 aiosignal==1.4.0
 annotated-types==0.7.0
 anyio==4.13.0
@@ -41,7 +41,7 @@ charset-normalizer==3.4.6
 click==8.3.1
 cloud-sql-python-connector==1.20.1
 crcmod==1.7
-cryptography==46.0.6
+cryptography==46.0.7
 Cython==3.2.4
 dill==0.3.1.1
 distro==1.9.0
@@ -131,7 +131,7 @@ packaging==26.0
 pandas==2.2.3
 parameterized==0.9.0
 pg8000==1.31.5
-pillow==12.1.1
+pillow==12.2.0
 pip==26.0.1
 pluggy==1.6.0
 propcache==0.4.1
@@ -151,7 +151,7 @@ pymongo==4.16.0
 PyMySQL==1.1.2
 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