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omit 32d14374c69 Bump actions/upload-artifact from 2 to 3
add 448184e80e6 MLTransform transform catalog snippets (#27709)
add a46a35b52fc Replace synthetic field this$0 by explicit instance
(#27868)
add feb1cf73a09 Bump github.com/aws/aws-sdk-go-v2/credentials in /sdks
(#28088)
add 7a421c4356a [prism] support single external env pipelines. (#28083)
add 6319d519c99 Loosen environment validation checks for RCs (#28100)
add 01cd45390ba Pin hugging face docs (#28106)
add 55638de40cd [BQ Python StorageWriteAPI] Enable writing rows with
missing nullable fields (#28009)
add c8afd9c2580 Bump google.golang.org/api from 0.137.0 to 0.138.0 in
/sdks (#28056)
add 6cae195d4ab Change GH Issue linked to ignored DICOM IT (#28097)
add 99dfcef1427 Fix error condition checking (#28076)
add cfd9662aebf Update `it` module. (#28113)
add 395c4d15bb7 [Python] Get available python version and use it for
Python SDK harness boot entry point (#28046)
add 8f65ba03f78 Bump github.com/proullon/ramsql from 0.0.1 to 0.1.1 in
/sdks (#28089)
add 50b087cb81e Bump github.com/google/uuid from 1.3.0 to 1.3.1 in /sdks
(#28087)
add 5ceed8eaf09 use google form for feedback (#28013)
add 632f7d0800a Add integration tests to exercise large model (#28121)
add 52275ebddf7 Add type hint to CounterCell (#27522)
add b2d1c60dc77 is_service_runner now returns false with
dataflow_endpoint=localhost (#28128)
add c5a9eef23a4 Bump github.com/aws/aws-sdk-go-v2/feature/s3/manager in
/sdks (#28117)
add 095cf278b4e Bump github.com/aws/aws-sdk-go-v2/config in /sdks (#28140)
add 58ac71f5994 Update TF notebook example to auto-restart the runtime
after dependency installation (#28132)
add c5404a1c079 Bump github.com/aws/aws-sdk-go-v2/feature/s3/manager in
/sdks (#28138)
add 0c6ef7dd478 Pass BQ coder to underlying avro source (#28143)
add 6bfb4693acf Bump cloud.google.com/go/spanner from 1.47.0 to 1.49.0 in
/sdks (#28144)
add 6ca4110e16d Always proxy RunInference with large models (#27989)
add d93200dde1e Free disk space before running build_release_candidate
(#28123)
add 2abff20dbe1 Add Java Neo4j IO Direct job (#28090)
new 43118b47925 Bump actions/upload-artifact from 2 to 3
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Summary of changes:
.github/workflows/README.md | 1 +
...yml => beam_PreCommit_Java_Neo4j_IO_Direct.yml} | 26 +-
.github/workflows/build_release_candidate.yml | 2 +
.../beam-ml/run_inference_tensorflow.ipynb | 383 ++++++++++-----------
.../it/cassandra/CassandraResourceManager.java | 28 +-
.../it/cassandra/CassandraResourceManagerTest.java | 3 +
.../ElasticsearchResourceManager.java | 27 +-
.../ElasticsearchResourceManagerTest.java | 3 +
it/google-cloud-platform/build.gradle | 13 +-
.../org/apache/beam/it/gcp/IOLoadTestBase.java | 2 +-
.../java/org/apache/beam/it/gcp/LoadTestBase.java | 6 +-
.../beam/it/gcp/artifacts/ArtifactClient.java | 8 +
.../it/gcp/bigtable/BigtableResourceManager.java | 54 ++-
.../it/gcp/dataflow/DefaultPipelineLauncher.java | 13 +-
.../beam/it/gcp/datagenerator/DataGenerator.java | 4 +-
.../beam/it/gcp/datagenerator/package-info.java | 1 +
.../it/gcp/datastore/matchers/package-info.java | 1 +
.../apache/beam/it/gcp/kms/KMSResourceManager.java | 4 +-
.../beam/it/gcp/pubsub/PubsubResourceManager.java | 2 +
.../beam/it/gcp/storage/GcsResourceManager.java | 8 +-
.../apache/beam/it/gcp/bigquery/BigQueryIOLT.java | 6 +-
.../gcp/bigquery/BigQueryResourceManagerTest.java | 3 +-
.../gcp/bigtable/BigtableResourceManagerTest.java | 47 +--
.../it/gcp/dataflow/ClassicTemplateClientTest.java | 2 +-
.../gcp/dataflow/DefaultPipelineLauncherTest.java | 2 +-
.../it/gcp/dataflow/FlexTemplateClientTest.java | 2 +-
.../gcp/datastore/DatastoreResourceManagerIT.java | 7 +-
.../datastream/DatastreamResourceManagerTest.java | 3 +-
.../beam/it/gcp/kms/KMSResourceManagerIT.java | 3 +-
.../beam/it/gcp/kms/KMSResourceManagerTest.java | 3 +-
.../it/gcp/spanner/SpannerResourceManagerTest.java | 18 -
.../apache/beam/it/gcp/storage/FileBasedIOLT.java | 2 +-
.../beam/it/jdbc/MSSQLResourceManagerTest.java | 2 +
.../beam/it/jdbc/MySQLResourceManagerTest.java | 2 +
.../beam/it/jdbc/OracleResourceManagerTest.java | 2 +
.../beam/it/jdbc/PostgresResourceManagerTest.java | 2 +
.../apache/beam/it/kafka/KafkaResourceManager.java | 3 +-
.../java/org/apache/beam/it/kafka/KafkaIOLT.java | 2 +-
.../beam/it/kafka/KafkaResourceManagerTest.java | 2 +
.../it/mongodb/MongoDBResourceManagerTest.java | 2 +
.../beam/it/neo4j/Neo4jResourceManagerTest.java | 2 +
.../beam/it/splunk/conditions/package-info.java | 22 +-
.../beam/it/splunk/matchers/package-info.java | 22 +-
.../org/apache/beam/it/splunk/package-info.java | 22 +-
.../beam/it/splunk/SplunkResourceManagerTest.java | 2 +
.../it/splunk/SplunkResourceManagerUtilsTest.java | 2 +-
.../TestContainerResourceManager.java | 7 +-
.../TestContainerResourceManagerTest.java | 11 +
.../runners/spark/SparkNativePipelineVisitor.java | 2 +-
.../runners/spark/SparkRunnerDebuggerTest.java | 41 +++
sdks/go.mod | 44 +--
sdks/go.sum | 99 +++---
.../core/runtime/xlangx/expansionx/download.go | 15 +-
.../runtime/xlangx/expansionx/download_test.go | 32 ++
sdks/go/pkg/beam/runners/prism/internal/execute.go | 18 +-
.../apache/beam/sdk/transforms/MapElements.java | 4 +
.../sdk/io/gcp/bigquery/BigQuerySourceBase.java | 28 +-
...ueryStorageWriteApiSchemaTransformProvider.java | 46 ---
.../sdk/io/gcp/bigquery/BigQueryIOReadTest.java | 19 +
.../gcp/bigquery/BigQueryIOStorageQueryTest.java | 13 +
...StorageWriteApiSchemaTransformProviderTest.java | 67 ----
.../beam/sdk/io/gcp/healthcare/DicomIOReadIT.java | 2 +-
.../apache/beam/sdk/io/neo4j/Neo4jTestUtil.java | 3 +-
.../inference/huggingface_language_modeling.py | 12 +-
.../inference/pytorch_language_modeling.py | 10 +-
.../inference/sklearn_mnist_classification.py | 10 +-
.../inference/tensorflow_mnist_classification.py | 11 +-
.../inference/xgboost_iris_classification.py | 10 +-
.../snippets/transforms/elementwise/mltransform.py | 121 +++++++
.../transforms/elementwise/mltransform_test.py | 90 +++++
sdks/python/apache_beam/io/gcp/bigquery.py | 4 +-
sdks/python/apache_beam/io/gcp/bigquery_tools.py | 27 +-
.../apache_beam/io/gcp/bigquery_tools_test.py | 5 +
sdks/python/apache_beam/metrics/cells.py | 7 +-
sdks/python/apache_beam/ml/inference/base.py | 7 +-
.../ml/inference/huggingface_inference.py | 4 +
.../ml/inference/huggingface_inference_it_test.py | 35 ++
.../apache_beam/ml/inference/pytorch_inference.py | 1 +
.../ml/inference/pytorch_inference_it_test.py | 35 ++
.../ml/inference/sklearn_inference_it_test.py | 32 ++
.../ml/inference/tensorflow_inference_it_test.py | 31 ++
.../ml/inference/xgboost_inference_it_test.py | 34 ++
.../options/pipeline_options_validator.py | 10 +-
.../options/pipeline_options_validator_test.py | 12 +-
.../apache_beam/runners/worker/bundle_processor.py | 13 +-
.../runners/worker/bundle_processor_test.py | 20 ++
sdks/python/container/boot.go | 13 +-
sdks/python/container/piputil.go | 19 +-
sdks/python/expansion-service-container/boot.go | 9 +-
sdks/python/tox.ini | 8 +-
.../transforms/python/elementwise/mltransform.md | 119 +++++++
.../en/documentation/transforms/python/overview.md | 2 +
website/www/site/layouts/partials/feedback.html | 2 +-
.../partials/section-menu/en/documentation.html | 1 +
94 files changed, 1339 insertions(+), 602 deletions(-)
copy .github/workflows/{beam_PreCommit_Java_JDBC_IO_Direct.yml =>
beam_PreCommit_Java_Neo4j_IO_Direct.yml} (80%)
create mode 100644
sdks/python/apache_beam/examples/snippets/transforms/elementwise/mltransform.py
create mode 100644
sdks/python/apache_beam/examples/snippets/transforms/elementwise/mltransform_test.py
create mode 100644
website/www/site/content/en/documentation/transforms/python/elementwise/mltransform.md
