diff --git a/CHANGES.md b/CHANGES.md
index de9c24d35046..83e57d583ef1 100644
--- a/CHANGES.md
+++ b/CHANGES.md
@@ -130,6 +130,11 @@
 
 * BigQuery sink in STORAGE_WRITE_API mode in batch pipelines could result in data consistency issues during the handling of other unrelated transient errors for Beam SDKs 2.35.0 - 2.46.0 (inclusive). For more details see: https://github.com/apache/beam/issues/26521
 
+## Known Issues
+
+* The google-cloud-profiler dependency was accidentally removed from Beam's Python Docker
+  Image [#26998](https://github.com/apache/beam/issues/26698). [Dataflow Docker images](https://cloud.google.com/dataflow/docs/concepts/sdk-worker-dependencies) still preinstall this dependency.
+
 # [2.46.0] - 2023-03-10
 
 ## Highlights
diff --git a/sdks/python/container/base_image_requirements_manual.txt b/sdks/python/container/base_image_requirements_manual.txt
index a74878014b5e..086ed1a7df90 100644
--- a/sdks/python/container/base_image_requirements_manual.txt
+++ b/sdks/python/container/base_image_requirements_manual.txt
@@ -34,6 +34,8 @@ cython<1
 future
 # TODO: Uncomment python version once guppy supports it.
 # https://github.com/apache/beam/issues/25984
+# TODO(https://github.com/GoogleCloudPlatform/cloud-profiler-python/issues/127): Unpin python version.
+google-cloud-profiler;python_version<"3.11"
 guppy3;python_version<"3.11"  # Memory profiler
 mmh3  # Optimizes execution of some Beam codepaths. TODO: Make it Beam's dependency.
 nltk  # Commonly used for natural language processing.
diff --git a/sdks/python/container/py310/base_image_requirements.txt b/sdks/python/container/py310/base_image_requirements.txt
index c87bb3ff7cfb..b530ec61432f 100644
--- a/sdks/python/container/py310/base_image_requirements.txt
+++ b/sdks/python/container/py310/base_image_requirements.txt
@@ -23,73 +23,75 @@
 
 absl-py==1.4.0
 astunparse==1.6.3
-attrs==22.2.0
-beautifulsoup4==4.12.0
+attrs==23.1.0
+beautifulsoup4==4.12.2
 bs4==0.0.1
-cachetools==4.2.4
-certifi==2022.12.7
+cachetools==5.3.0
+certifi==2023.5.7
 cffi==1.15.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 crcmod==1.7
-cryptography==40.0.1
+cryptography==40.0.2
 Cython==0.29.34
 deprecation==2.1.0
 dill==0.3.1.1
 dnspython==2.3.0
-docker==6.0.1
+docker==6.1.2
 docopt==0.6.2
 exceptiongroup==1.1.1
 execnet==1.9.0
-fastavro==1.7.3
+fastavro==1.7.4
 fasteners==0.18
-flatbuffers==23.3.3
+flatbuffers==23.5.9
 freezegun==1.2.2
 future==0.18.3
 gast==0.4.0
 google-api-core==2.11.0
+google-api-python-client==2.86.0
 google-apitools==0.5.31
-google-auth==2.17.1
+google-auth==2.18.0
 google-auth-httplib2==0.1.0
 google-auth-oauthlib==1.0.0
-google-cloud-bigquery==3.9.0
+google-cloud-bigquery==3.10.0
 google-cloud-bigquery-storage==2.19.1
 google-cloud-bigtable==2.17.0
 google-cloud-core==2.3.2
-google-cloud-datastore==2.15.1
+google-cloud-datastore==2.15.2
 google-cloud-dlp==3.12.1
 google-cloud-language==2.9.1
-google-cloud-pubsub==2.15.2
-google-cloud-pubsublite==1.8.1
+google-cloud-profiler==4.0.0
+google-cloud-pubsub==2.17.0
+google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.30.0
+google-cloud-spanner==3.33.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
 google-pasta==0.2.0
-google-resumable-media==2.4.1
+google-resumable-media==2.5.0
 googleapis-common-protos==1.59.0
 greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
-grpcio==1.53.0
-grpcio-status==1.53.0
-guppy3==3.1.2
+grpcio==1.54.2
+grpcio-status==1.54.2
+guppy3==3.1.3
 h5py==3.8.0
 hdfs==2.7.0
-httplib2==0.21.0
-hypothesis==6.70.2
+httplib2==0.22.0
+hypothesis==6.75.3
 idna==3.4
 iniconfig==2.0.0
-jax==0.4.8
+jax==0.4.10
 joblib==1.2.0
 keras==2.12.0
 libclang==16.0.0
 Markdown==3.4.3
 MarkupSafe==2.1.2
-ml-dtypes==0.0.4
+ml-dtypes==0.1.0
 mmh3==3.1.0
-mock==5.0.1
+mock==5.0.2
 nltk==3.8.1
 nose==1.3.7
 numpy==1.23.5
@@ -97,33 +99,33 @@ oauth2client==4.1.3
 oauthlib==3.2.2
 objsize==0.6.1
 opt-einsum==3.3.0
-orjson==3.8.9
+orjson==3.8.12
 overrides==6.5.0
-packaging==23.0
+packaging==23.1
 pandas==1.5.3
-parameterized==0.8.1
+parameterized==0.9.0
 pluggy==1.0.0
 proto-plus==1.22.2
-protobuf==4.22.1
+protobuf==4.22.5
 psycopg2-binary==2.9.6
 pyarrow==11.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydot==1.4.2
-PyHamcrest==1.10.1
+PyHamcrest==2.0.4
 pymongo==4.3.3
 PyMySQL==1.0.3
 pyparsing==3.0.9
-pytest==7.2.2
+pytest==7.3.1
 pytest-timeout==2.1.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-dateutil==2.8.2
 python-snappy==0.6.1
 pytz==2023.3
 PyYAML==6.0
-regex==2023.3.23
-requests==2.28.2
+regex==2023.5.5
+requests==2.30.0
 requests-mock==1.10.0
 requests-oauthlib==1.3.1
 rsa==4.9
@@ -131,24 +133,24 @@ scikit-learn==1.2.2
 scipy==1.10.1
 six==1.16.0
 sortedcontainers==2.4.0
-soupsieve==2.4
-SQLAlchemy==1.4.47
+soupsieve==2.4.1
+SQLAlchemy==1.4.48
 sqlparse==0.4.4
 tenacity==8.2.2
-tensorboard==2.12.1
+tensorboard==2.12.3
 tensorboard-data-server==0.7.0
-tensorboard-plugin-wit==1.8.1
 tensorflow==2.12.0
 tensorflow-estimator==2.12.0
 tensorflow-io-gcs-filesystem==0.32.0
-termcolor==2.2.0
+termcolor==2.3.0
 testcontainers==3.7.1
 threadpoolctl==3.1.0
 tomli==2.0.1
 tqdm==4.65.0
 typing_extensions==4.5.0
+uritemplate==4.1.1
 urllib3==1.26.15
 websocket-client==1.5.1
-Werkzeug==2.2.3
+Werkzeug==2.3.4
 wrapt==1.14.1
-zstandard==0.20.0
+zstandard==0.21.0
diff --git a/sdks/python/container/py311/base_image_requirements.txt b/sdks/python/container/py311/base_image_requirements.txt
index f832b1aa57d0..6e7b52fa159e 100644
--- a/sdks/python/container/py311/base_image_requirements.txt
+++ b/sdks/python/container/py311/base_image_requirements.txt
@@ -23,71 +23,71 @@
 
 absl-py==1.4.0
 astunparse==1.6.3
-attrs==22.2.0
-beautifulsoup4==4.12.0
+attrs==23.1.0
+beautifulsoup4==4.12.2
 bs4==0.0.1
-cachetools==4.2.4
-certifi==2022.12.7
+cachetools==5.3.0
+certifi==2023.5.7
 cffi==1.15.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 crcmod==1.7
-cryptography==40.0.1
+cryptography==40.0.2
 Cython==0.29.34
 deprecation==2.1.0
 dill==0.3.1.1
 dnspython==2.3.0
-docker==6.0.1
+docker==6.1.2
 docopt==0.6.2
 execnet==1.9.0
-fastavro==1.7.3
+fastavro==1.7.4
 fasteners==0.18
-flatbuffers==23.3.3
+flatbuffers==23.5.9
 freezegun==1.2.2
 future==0.18.3
 gast==0.4.0
 google-api-core==2.11.0
 google-apitools==0.5.31
-google-auth==2.17.1
+google-auth==2.18.0
 google-auth-httplib2==0.1.0
 google-auth-oauthlib==1.0.0
-google-cloud-bigquery==3.9.0
+google-cloud-bigquery==3.10.0
 google-cloud-bigquery-storage==2.19.1
 google-cloud-bigtable==2.17.0
 google-cloud-core==2.3.2
-google-cloud-datastore==2.15.1
+google-cloud-datastore==2.15.2
 google-cloud-dlp==3.12.1
 google-cloud-language==2.9.1
-google-cloud-pubsub==2.15.2
-google-cloud-pubsublite==1.8.1
+google-cloud-pubsub==2.17.0
+google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.30.0
+google-cloud-spanner==3.33.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
 google-pasta==0.2.0
-google-resumable-media==2.4.1
+google-resumable-media==2.5.0
 googleapis-common-protos==1.59.0
 greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
-grpcio==1.53.0
-grpcio-status==1.53.0
+grpcio==1.54.2
+grpcio-status==1.54.2
 h5py==3.8.0
 hdfs==2.7.0
-httplib2==0.21.0
-hypothesis==6.70.2
+httplib2==0.22.0
+hypothesis==6.75.3
 idna==3.4
 iniconfig==2.0.0
-jax==0.4.8
+jax==0.4.10
 joblib==1.2.0
 keras==2.12.0
 libclang==16.0.0
 Markdown==3.4.3
 MarkupSafe==2.1.2
-ml-dtypes==0.0.4
+ml-dtypes==0.1.0
 mmh3==3.1.0
-mock==5.0.1
+mock==5.0.2
 nltk==3.8.1
 nose==1.3.7
 numpy==1.23.5
@@ -95,32 +95,32 @@ oauth2client==4.1.3
 oauthlib==3.2.2
 objsize==0.6.1
 opt-einsum==3.3.0
-orjson==3.8.9
+orjson==3.8.12
 overrides==6.5.0
-packaging==23.0
+packaging==23.1
 pandas==1.5.3
-parameterized==0.8.1
+parameterized==0.9.0
 pluggy==1.0.0
 proto-plus==1.22.2
-protobuf==4.22.1
+protobuf==4.22.5
 psycopg2-binary==2.9.6
 pyarrow==11.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydot==1.4.2
-PyHamcrest==1.10.1
+PyHamcrest==2.0.4
 pymongo==4.3.3
 PyMySQL==1.0.3
 pyparsing==3.0.9
-pytest==7.2.2
+pytest==7.3.1
 pytest-timeout==2.1.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-dateutil==2.8.2
 pytz==2023.3
 PyYAML==6.0
-regex==2023.3.23
-requests==2.28.2
+regex==2023.5.5
+requests==2.30.0
 requests-mock==1.10.0
 requests-oauthlib==1.3.1
 rsa==4.9
@@ -128,23 +128,22 @@ scikit-learn==1.2.2
 scipy==1.10.1
 six==1.16.0
 sortedcontainers==2.4.0
-soupsieve==2.4
-SQLAlchemy==1.4.47
+soupsieve==2.4.1
+SQLAlchemy==1.4.48
 sqlparse==0.4.4
 tenacity==8.2.2
-tensorboard==2.12.1
+tensorboard==2.12.3
 tensorboard-data-server==0.7.0
-tensorboard-plugin-wit==1.8.1
 tensorflow==2.12.0
 tensorflow-estimator==2.12.0
 tensorflow-io-gcs-filesystem==0.32.0
-termcolor==2.2.0
+termcolor==2.3.0
 testcontainers==3.7.1
 threadpoolctl==3.1.0
 tqdm==4.65.0
 typing_extensions==4.5.0
 urllib3==1.26.15
 websocket-client==1.5.1
-Werkzeug==2.2.3
+Werkzeug==2.3.4
 wrapt==1.14.1
-zstandard==0.20.0
+zstandard==0.21.0
diff --git a/sdks/python/container/py37/base_image_requirements.txt b/sdks/python/container/py37/base_image_requirements.txt
index f4a39e957330..79522607ea59 100644
--- a/sdks/python/container/py37/base_image_requirements.txt
+++ b/sdks/python/container/py37/base_image_requirements.txt
@@ -21,112 +21,115 @@
 # https://s.apache.org/beam-python-dev-wiki
 # Reach out to a committer if you need help.
 
-attrs==22.2.0
-beautifulsoup4==4.12.0
+attrs==23.1.0
+beautifulsoup4==4.12.2
 bs4==0.0.1
-cachetools==4.2.4
-certifi==2022.12.7
+cachetools==5.3.0
+certifi==2023.5.7
 cffi==1.15.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 crcmod==1.7
-cryptography==40.0.1
+cryptography==40.0.2
 Cython==0.29.34
 deprecation==2.1.0
 dill==0.3.1.1
 dnspython==2.3.0
-docker==6.0.1
+docker==6.1.2
 docopt==0.6.2
 exceptiongroup==1.1.1
 execnet==1.9.0
-fastavro==1.7.3
+fastavro==1.7.4
 fasteners==0.18
 freezegun==1.2.2
 future==0.18.3
 google-api-core==2.11.0
+google-api-python-client==2.86.0
 google-apitools==0.5.31
-google-auth==2.17.1
+google-auth==2.18.0
 google-auth-httplib2==0.1.0
-google-cloud-bigquery==3.9.0
+google-cloud-bigquery==3.10.0
 google-cloud-bigquery-storage==2.19.1
 google-cloud-bigtable==2.17.0
 google-cloud-core==2.3.2
-google-cloud-datastore==2.15.1
+google-cloud-datastore==2.15.2
 google-cloud-dlp==3.12.1
 google-cloud-language==2.9.1
-google-cloud-pubsub==2.15.2
+google-cloud-profiler==4.0.0
+google-cloud-pubsub==2.17.0
 google-cloud-pubsublite==1.7.0
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.30.0
+google-cloud-spanner==3.33.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
-google-resumable-media==2.4.1
+google-resumable-media==2.5.0
 googleapis-common-protos==1.59.0
 greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
-grpcio==1.53.0
-grpcio-status==1.53.0
-guppy3==3.1.2
+grpcio==1.54.2
+grpcio-status==1.54.2
+guppy3==3.1.3
 hdfs==2.7.0
-httplib2==0.21.0
-hypothesis==6.70.2
+httplib2==0.22.0
+hypothesis==6.75.3
 idna==3.4
-importlib-metadata==6.1.0
+importlib-metadata==6.6.0
 iniconfig==2.0.0
 joblib==1.2.0
 mmh3==3.1.0
-mock==5.0.1
+mock==5.0.2
 nltk==3.8.1
 nose==1.3.7
 numpy==1.21.6
 oauth2client==4.1.3
 objsize==0.6.1
-orjson==3.8.9
+orjson==3.8.12
 overrides==6.5.0
-packaging==23.0
+packaging==23.1
 pandas==1.3.5
-parameterized==0.8.1
+parameterized==0.9.0
 pluggy==1.0.0
 proto-plus==1.22.2
-protobuf==4.22.1
+protobuf==4.22.5
 psycopg2-binary==2.9.6
 pyarrow==11.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydot==1.4.2
-PyHamcrest==1.10.1
+PyHamcrest==2.0.4
 pymongo==4.3.3
 PyMySQL==1.0.3
 pyparsing==3.0.9
-pytest==7.2.2
+pytest==7.3.1
 pytest-timeout==2.1.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-dateutil==2.8.2
 python-snappy==0.6.1
 pytz==2023.3
 PyYAML==6.0
-regex==2022.10.31
-requests==2.28.2
+regex==2023.5.5
+requests==2.30.0
 requests-mock==1.10.0
 rsa==4.9
 scikit-learn==1.0.2
 scipy==1.7.3
 six==1.16.0
 sortedcontainers==2.4.0
-soupsieve==2.4
-SQLAlchemy==1.4.47
-sqlparse==0.4.3
+soupsieve==2.4.1
+SQLAlchemy==1.4.48
+sqlparse==0.4.4
 tenacity==8.2.2
 testcontainers==3.7.1
 threadpoolctl==3.1.0
 tomli==2.0.1
 tqdm==4.65.0
 typing_extensions==4.5.0
+uritemplate==4.1.1
 urllib3==1.26.15
 websocket-client==1.5.1
 wrapt==1.15.0
 zipp==3.15.0
-zstandard==0.20.0
+zstandard==0.21.0
diff --git a/sdks/python/container/py38/base_image_requirements.txt b/sdks/python/container/py38/base_image_requirements.txt
index 3b9559f11e77..6fd26d586f99 100644
--- a/sdks/python/container/py38/base_image_requirements.txt
+++ b/sdks/python/container/py38/base_image_requirements.txt
@@ -23,74 +23,76 @@
 
 absl-py==1.4.0
 astunparse==1.6.3
-attrs==22.2.0
-beautifulsoup4==4.12.0
+attrs==23.1.0
+beautifulsoup4==4.12.2
 bs4==0.0.1
-cachetools==4.2.4
-certifi==2022.12.7
+cachetools==5.3.0
+certifi==2023.5.7
 cffi==1.15.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 crcmod==1.7
-cryptography==40.0.1
+cryptography==40.0.2
 Cython==0.29.34
 deprecation==2.1.0
 dill==0.3.1.1
 dnspython==2.3.0
-docker==6.0.1
+docker==6.1.2
 docopt==0.6.2
 exceptiongroup==1.1.1
 execnet==1.9.0
-fastavro==1.7.3
+fastavro==1.7.4
 fasteners==0.18
-flatbuffers==23.3.3
+flatbuffers==23.5.9
 freezegun==1.2.2
 future==0.18.3
 gast==0.4.0
 google-api-core==2.11.0
+google-api-python-client==2.86.0
 google-apitools==0.5.31
-google-auth==2.17.1
+google-auth==2.18.0
 google-auth-httplib2==0.1.0
 google-auth-oauthlib==1.0.0
-google-cloud-bigquery==3.9.0
+google-cloud-bigquery==3.10.0
 google-cloud-bigquery-storage==2.19.1
 google-cloud-bigtable==2.17.0
 google-cloud-core==2.3.2
-google-cloud-datastore==2.15.1
+google-cloud-datastore==2.15.2
 google-cloud-dlp==3.12.1
 google-cloud-language==2.9.1
-google-cloud-pubsub==2.15.2
-google-cloud-pubsublite==1.8.1
+google-cloud-profiler==4.0.0
+google-cloud-pubsub==2.17.0
+google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.30.0
+google-cloud-spanner==3.33.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
 google-pasta==0.2.0
-google-resumable-media==2.4.1
+google-resumable-media==2.5.0
 googleapis-common-protos==1.59.0
 greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
-grpcio==1.53.0
-grpcio-status==1.53.0
-guppy3==3.1.2
+grpcio==1.54.2
+grpcio-status==1.54.2
+guppy3==3.1.3
 h5py==3.8.0
 hdfs==2.7.0
-httplib2==0.21.0
-hypothesis==6.70.2
+httplib2==0.22.0
+hypothesis==6.75.3
 idna==3.4
-importlib-metadata==6.1.0
+importlib-metadata==6.6.0
 iniconfig==2.0.0
-jax==0.4.8
+jax==0.4.10
 joblib==1.2.0
 keras==2.12.0
 libclang==16.0.0
 Markdown==3.4.3
 MarkupSafe==2.1.2
-ml-dtypes==0.0.4
+ml-dtypes==0.1.0
 mmh3==3.1.0
-mock==5.0.1
+mock==5.0.2
 nltk==3.8.1
 nose==1.3.7
 numpy==1.23.5
@@ -98,33 +100,33 @@ oauth2client==4.1.3
 oauthlib==3.2.2
 objsize==0.6.1
 opt-einsum==3.3.0
-orjson==3.8.9
+orjson==3.8.12
 overrides==6.5.0
-packaging==23.0
+packaging==23.1
 pandas==1.5.3
-parameterized==0.8.1
+parameterized==0.9.0
 pluggy==1.0.0
 proto-plus==1.22.2
-protobuf==4.22.1
+protobuf==4.22.5
 psycopg2-binary==2.9.6
 pyarrow==11.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydot==1.4.2
-PyHamcrest==1.10.1
+PyHamcrest==2.0.4
 pymongo==4.3.3
 PyMySQL==1.0.3
 pyparsing==3.0.9
-pytest==7.2.2
+pytest==7.3.1
 pytest-timeout==2.1.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-dateutil==2.8.2
 python-snappy==0.6.1
 pytz==2023.3
 PyYAML==6.0
-regex==2023.3.23
-requests==2.28.2
+regex==2023.5.5
+requests==2.30.0
 requests-mock==1.10.0
 requests-oauthlib==1.3.1
 rsa==4.9
@@ -132,25 +134,25 @@ scikit-learn==1.2.2
 scipy==1.10.1
 six==1.16.0
 sortedcontainers==2.4.0
-soupsieve==2.4
-SQLAlchemy==1.4.47
-sqlparse==0.4.3
+soupsieve==2.4.1
+SQLAlchemy==1.4.48
+sqlparse==0.4.4
 tenacity==8.2.2
-tensorboard==2.12.1
+tensorboard==2.12.3
 tensorboard-data-server==0.7.0
-tensorboard-plugin-wit==1.8.1
 tensorflow==2.12.0
 tensorflow-estimator==2.12.0
 tensorflow-io-gcs-filesystem==0.32.0
-termcolor==2.2.0
+termcolor==2.3.0
 testcontainers==3.7.1
 threadpoolctl==3.1.0
 tomli==2.0.1
 tqdm==4.65.0
 typing_extensions==4.5.0
+uritemplate==4.1.1
 urllib3==1.26.15
 websocket-client==1.5.1
-Werkzeug==2.2.3
+Werkzeug==2.3.4
 wrapt==1.14.1
 zipp==3.15.0
-zstandard==0.20.0
+zstandard==0.21.0
diff --git a/sdks/python/container/py39/base_image_requirements.txt b/sdks/python/container/py39/base_image_requirements.txt
index 2c725521bdb4..dceaaaaf06fc 100644
--- a/sdks/python/container/py39/base_image_requirements.txt
+++ b/sdks/python/container/py39/base_image_requirements.txt
@@ -23,74 +23,76 @@
 
 absl-py==1.4.0
 astunparse==1.6.3
-attrs==22.2.0
-beautifulsoup4==4.12.0
+attrs==23.1.0
+beautifulsoup4==4.12.2
 bs4==0.0.1
-cachetools==4.2.4
-certifi==2022.12.7
+cachetools==5.3.0
+certifi==2023.5.7
 cffi==1.15.1
 charset-normalizer==3.1.0
 click==8.1.3
 cloudpickle==2.2.1
 crcmod==1.7
-cryptography==40.0.1
+cryptography==40.0.2
 Cython==0.29.34
 deprecation==2.1.0
 dill==0.3.1.1
 dnspython==2.3.0
-docker==6.0.1
+docker==6.1.2
 docopt==0.6.2
 exceptiongroup==1.1.1
 execnet==1.9.0
-fastavro==1.7.3
+fastavro==1.7.4
 fasteners==0.18
-flatbuffers==23.3.3
+flatbuffers==23.5.9
 freezegun==1.2.2
 future==0.18.3
 gast==0.4.0
 google-api-core==2.11.0
+google-api-python-client==2.86.0
 google-apitools==0.5.31
-google-auth==2.17.1
+google-auth==2.18.0
 google-auth-httplib2==0.1.0
 google-auth-oauthlib==1.0.0
-google-cloud-bigquery==3.9.0
+google-cloud-bigquery==3.10.0
 google-cloud-bigquery-storage==2.19.1
 google-cloud-bigtable==2.17.0
 google-cloud-core==2.3.2
-google-cloud-datastore==2.15.1
+google-cloud-datastore==2.15.2
 google-cloud-dlp==3.12.1
 google-cloud-language==2.9.1
-google-cloud-pubsub==2.15.2
-google-cloud-pubsublite==1.8.1
+google-cloud-profiler==4.0.0
+google-cloud-pubsub==2.17.0
+google-cloud-pubsublite==1.8.2
 google-cloud-recommendations-ai==0.10.3
-google-cloud-spanner==3.30.0
+google-cloud-spanner==3.33.0
 google-cloud-videointelligence==2.11.1
 google-cloud-vision==3.4.1
 google-crc32c==1.5.0
 google-pasta==0.2.0
-google-resumable-media==2.4.1
+google-resumable-media==2.5.0
 googleapis-common-protos==1.59.0
 greenlet==2.0.2
 grpc-google-iam-v1==0.12.6
-grpcio==1.53.0
-grpcio-status==1.53.0
-guppy3==3.1.2
+grpcio==1.54.2
+grpcio-status==1.54.2
+guppy3==3.1.3
 h5py==3.8.0
 hdfs==2.7.0
-httplib2==0.21.0
-hypothesis==6.70.2
+httplib2==0.22.0
+hypothesis==6.75.3
 idna==3.4
-importlib-metadata==6.1.0
+importlib-metadata==6.6.0
 iniconfig==2.0.0
-jax==0.4.8
+jax==0.4.10
 joblib==1.2.0
 keras==2.12.0
 libclang==16.0.0
 Markdown==3.4.3
 MarkupSafe==2.1.2
-ml-dtypes==0.0.4
+ml-dtypes==0.1.0
 mmh3==3.1.0
-mock==5.0.1
+mock==5.0.2
 nltk==3.8.1
 nose==1.3.7
 numpy==1.23.5
@@ -98,33 +100,33 @@ oauth2client==4.1.3
 oauthlib==3.2.2
 objsize==0.6.1
 opt-einsum==3.3.0
-orjson==3.8.9
+orjson==3.8.12
 overrides==6.5.0
-packaging==23.0
+packaging==23.1
 pandas==1.5.3
-parameterized==0.8.1
+parameterized==0.9.0
 pluggy==1.0.0
 proto-plus==1.22.2
-protobuf==4.22.1
+protobuf==4.22.5
 psycopg2-binary==2.9.6
 pyarrow==11.0.0
-pyasn1==0.4.8
-pyasn1-modules==0.2.8
+pyasn1==0.5.0
+pyasn1-modules==0.3.0
 pycparser==2.21
 pydot==1.4.2
-PyHamcrest==1.10.1
+PyHamcrest==2.0.4
 pymongo==4.3.3
 PyMySQL==1.0.3
 pyparsing==3.0.9
-pytest==7.2.2
+pytest==7.3.1
 pytest-timeout==2.1.0
-pytest-xdist==3.2.1
+pytest-xdist==3.3.0
 python-dateutil==2.8.2
 python-snappy==0.6.1
 pytz==2023.3
 PyYAML==6.0
-regex==2023.3.23
-requests==2.28.2
+regex==2023.5.5
+requests==2.30.0
 requests-mock==1.10.0
 requests-oauthlib==1.3.1
 rsa==4.9
@@ -132,25 +134,25 @@ scikit-learn==1.2.2
 scipy==1.10.1
 six==1.16.0
 sortedcontainers==2.4.0
-soupsieve==2.4
-SQLAlchemy==1.4.47
-sqlparse==0.4.3
+soupsieve==2.4.1
+SQLAlchemy==1.4.48
+sqlparse==0.4.4
 tenacity==8.2.2
-tensorboard==2.12.1
+tensorboard==2.12.3
 tensorboard-data-server==0.7.0
-tensorboard-plugin-wit==1.8.1
 tensorflow==2.12.0
 tensorflow-estimator==2.12.0
 tensorflow-io-gcs-filesystem==0.32.0
-termcolor==2.2.0
+termcolor==2.3.0
 testcontainers==3.7.1
 threadpoolctl==3.1.0
 tomli==2.0.1
 tqdm==4.65.0
 typing_extensions==4.5.0
+uritemplate==4.1.1
 urllib3==1.26.15
 websocket-client==1.5.1
-Werkzeug==2.2.3
+Werkzeug==2.3.4
 wrapt==1.14.1
 zipp==3.15.0
-zstandard==0.20.0
+zstandard==0.21.0