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    from 9c75db4760c [YAML] Avro format for PubSub. (#28899)
     add 6b3b3eb603f Update go_tests.yml to cache (#28954)
     add fb99630d1e0 [Website] Announce Beam 2.51.0
     add 0ff6795e268 Merge pull request #28800: [Website] Announce Beam 2.51.0
     add 4a7c4842ace Add new resource hint to all sdks for number of cpus per 
worker machine (#28848)
     add 835bd655948 Add docs for per key inference (#28243)
     add fbd147f8354 Use latest released beam in notebook (#28801)
     add 7449b67a6d1 Editing notebooks to prepare for DevSite import (#28949)
     add 223dded769d Add Inference Python Benchmarks Dataflow workflow (#28943)
     add 63b99fb9cbe Remove govulncheck for Go Test workflow (#28966)
     add 3e066e3524a Bump com.gradle.common-custom-user-data-gradle-plugin 
(#28762)
     add a94d29ffd21 Add pyproject.toml (#28385)
     add 05861613f48 Fix typo and remove extra button (#28965)

No new revisions were added by this update.

Summary of changes:
 ... beam_Inference_Python_Benchmarks_Dataflow.yml} |  72 ++++---
 .github/workflows/beam_PreCommit_Python.yml        |   1 +
 .../workflows/beam_PreCommit_Python_Coverage.yml   |   2 +
 .../workflows/beam_PreCommit_Python_Dataframes.yml |   1 +
 .../workflows/beam_PreCommit_Python_Examples.yml   |   1 +
 .../workflows/beam_PreCommit_Python_Runners.yml    |   1 +
 .../workflows/beam_PreCommit_Python_Transforms.yml |   1 +
 .github/workflows/build_release_candidate.yml      |   2 +-
 .github/workflows/build_wheels.yml                 |  17 +-
 .github/workflows/dask_runner_tests.yml            |   8 +-
 .github/workflows/go_tests.yml                     |   7 +-
 ...Pytorch_Imagenet_Classification_Resnet_152.txt} |  27 +--
 ...net_Classification_Resnet_152_Tesla_T4_GPU.txt} |  29 +--
 ...ytorch_Language_Modeling_Bert_Base_Uncased.txt} |  27 +--
 ...torch_Language_Modeling_Bert_Large_Uncased.txt} |  27 +--
 ...w_Pytorch_Vision_Classification_Resnet_101.txt} |  27 +--
 .github/workflows/python_dependency_tests.yml      |   5 +-
 .github/workflows/python_tests.yml                 |  16 +-
 .github/workflows/run_perf_alert_tool.yml          |   3 -
 .github/workflows/typescript_tests.yml             |   7 +-
 .test-infra/jenkins/job_PreCommit_Python.groovy    |   1 +
 .../jenkins/job_PreCommit_Python_Coverage.groovy   |   3 +
 .../jenkins/job_PreCommit_Python_Dataframes.groovy |   3 +-
 .../jenkins/job_PreCommit_Python_Examples.groovy   |   3 +-
 .../jenkins/job_PreCommit_Python_Runners.groovy    |   3 +-
 .../jenkins/job_PreCommit_Python_Transforms.groovy |   3 +-
 CHANGES.md                                         |  18 +-
 .../org/apache/beam/gradle/BeamModulePlugin.groovy |  40 ++--
 .../beam-ml/automatic_model_refresh.ipynb          |   8 +-
 examples/notebooks/beam-ml/mltransform_basic.ipynb |  18 +-
 examples/notebooks/beam-ml/per_key_models.ipynb    |  25 +--
 .../beam/model/pipeline/v1/beam_runner_api.proto   |   4 +
 .../src/main/scripts/build_release_candidate.sh    |   2 +-
 .../beam/model/fnexecution_v1/beam_fn_api.pb.go    |  67 +++++--
 .../model/fnexecution_v1/beam_fn_api_grpc.pb.go    |   2 +-
 .../model/fnexecution_v1/beam_provision_api.pb.go  |   2 +-
 .../fnexecution_v1/beam_provision_api_grpc.pb.go   |   2 +-
 .../model/jobmanagement_v1/beam_artifact_api.pb.go |   2 +-
 .../jobmanagement_v1/beam_artifact_api_grpc.pb.go  |   2 +-
 .../jobmanagement_v1/beam_expansion_api.pb.go      |   2 +-
 .../jobmanagement_v1/beam_expansion_api_grpc.pb.go |   2 +-
 .../beam/model/jobmanagement_v1/beam_job_api.pb.go |   2 +-
 .../model/jobmanagement_v1/beam_job_api_grpc.pb.go |   2 +-
 .../beam/model/pipeline_v1/beam_runner_api.pb.go   |  81 ++++----
 .../model/pipeline_v1/beam_runner_api_grpc.pb.go   |   2 +-
 sdks/go/pkg/beam/model/pipeline_v1/endpoints.pb.go |   2 +-
 .../model/pipeline_v1/external_transforms.pb.go    |   2 +-
 sdks/go/pkg/beam/model/pipeline_v1/metrics.pb.go   |   2 +-
 sdks/go/pkg/beam/model/pipeline_v1/schema.pb.go    |   2 +-
 .../model/pipeline_v1/standard_window_fns.pb.go    |   2 +-
 sdks/go/pkg/beam/options/resource/hint.go          |  37 ++++
 sdks/go/pkg/beam/options/resource/hint_test.go     |  45 ++++-
 .../transforms/resourcehints/ResourceHints.java    |  63 +++++++
 .../resourcehints/ResourceHintsTest.java           |  11 +-
 sdks/python/apache_beam/coders/slow_coders_test.py |   3 +
 .../apache_beam/examples/inference/README.md       |   1 -
 .../apache_beam/examples/kafkataxi/README.md       |   4 +-
 .../io/azure/integration_test/Dockerfile           |   2 +-
 sdks/python/apache_beam/io/gcp/bigquery_test.py    |  39 +++-
 .../io/hdfs_integration_test/Dockerfile            |   2 +-
 .../apache_beam/ml/gcp/naturallanguageml_test.py   |  19 --
 sdks/python/apache_beam/ml/inference/base.py       |   9 +-
 sdks/python/apache_beam/runners/common.py          |   4 +-
 .../apache_beam/runners/portability/stager.py      |  28 ++-
 sdks/python/apache_beam/transforms/resources.py    |  16 ++
 .../apache_beam/transforms/resources_test.py       |   6 +
 sdks/python/build-requirements.txt                 |  28 ---
 sdks/python/build.gradle                           |   7 +-
 sdks/python/container/Dockerfile                   |   2 +-
 .../container/base_image_requirements_manual.txt   |   1 +
 sdks/python/gen_protos.py                          | 105 ++++-------
 .../gcp/pubsublite/__init__.py => pyproject.toml}  |  23 ++-
 sdks/python/scripts/run_pytest.sh                  |   4 +-
 sdks/python/scripts/run_tox.sh                     |  19 +-
 sdks/python/setup.py                               |  59 +++---
 sdks/python/test-suites/tox/common.gradle          |  12 +-
 sdks/python/test-suites/tox/py310/build.gradle     |   2 -
 sdks/python/test-suites/tox/py311/build.gradle     |   2 -
 sdks/python/test-suites/tox/py38/build.gradle      |   2 -
 sdks/python/test-suites/tox/py39/build.gradle      |   3 -
 sdks/python/tox.ini                                |  32 +---
 settings.gradle.kts                                |   2 +-
 website/www/site/config.toml                       |   2 +-
 website/www/site/content/en/blog/beam-2.51.0.md    | 210 +++++++++++++++++++++
 .../documentation/ml/multi-language-inference.md   |   2 +-
 .../documentation/sdks/python-machine-learning.md  |  48 +++++
 .../sdks/python-pipeline-dependencies.md           |  13 +-
 .../www/site/content/en/get-started/downloads.md   |  14 +-
 88 files changed, 957 insertions(+), 514 deletions(-)
 copy .github/workflows/{beam_LoadTests_Python_GBK_Dataflow_Batch.yml => 
beam_Inference_Python_Benchmarks_Dataflow.yml} (50%)
 copy 
.github/workflows/load-tests-job-configs/{config_CoGBK_Go_Batch_MultipleKey.txt 
=> 
beam_Inference_Python_Benchmarks_Dataflow_Pytorch_Imagenet_Classification_Resnet_152.txt}
 (60%)
 copy 
.github/workflows/load-tests-job-configs/{config_CoGBK_Go_Batch_MultipleKey.txt 
=> 
beam_Inference_Python_Benchmarks_Dataflow_Pytorch_Imagenet_Classification_Resnet_152_Tesla_T4_GPU.txt}
 (54%)
 copy 
.github/workflows/load-tests-job-configs/{config_CoGBK_Go_Batch_MultipleKey.txt 
=> 
beam_Inference_Python_Benchmarks_Dataflow_Pytorch_Language_Modeling_Bert_Base_Uncased.txt}
 (60%)
 copy 
.github/workflows/load-tests-job-configs/{config_CoGBK_Go_Batch_MultipleKey.txt 
=> 
beam_Inference_Python_Benchmarks_Dataflow_Pytorch_Language_Modeling_Bert_Large_Uncased.txt}
 (60%)
 copy 
.github/workflows/load-tests-job-configs/{config_CoGBK_Go_Batch_MultipleKey.txt 
=> 
beam_Inference_Python_Benchmarks_Dataflow_Pytorch_Vision_Classification_Resnet_101.txt}
 (60%)
 delete mode 100644 sdks/python/build-requirements.txt
 copy sdks/python/{apache_beam/io/gcp/pubsublite/__init__.py => pyproject.toml} 
(54%)
 create mode 100644 website/www/site/content/en/blog/beam-2.51.0.md

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