[yaml] : add bigquery write with dynamic destination example by derrickaw · Pull Request #37594 · apache/beam

derrickaw · 2026-02-13T16:46:57Z

Provide another dynamic destination example for yaml, but with bigquery this time.
beam/sdks/python/apache_beam/yaml$ pytest -v examples/testing/examples_test.py::IOTest
python -m apache_beam.yaml.main --yaml_pipeline_file=apache_beam/yaml/examples/transforms/io/bigquery_write.yaml --project=<project_id> --temp_location=gs://<my_bucket>/temp

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gemini-code-assist · 2026-02-13T16:47:12Z

Summary of Changes

Hello @derrickaw, I'm Gemini Code Assist¹! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request enhances the Apache Beam Python SDK by introducing a new YAML-based example that illustrates writing data to Google BigQuery with dynamic destinations. This addition provides a practical, declarative demonstration of a common data processing pattern, expanding the utility of YAML pipelines for BigQuery users.

Highlights

New BigQuery YAML Example: Added a new YAML example demonstrating how to write data to BigQuery using dynamic destinations, allowing data to be routed to different tables based on a field's value.
Test Suite Integration: Integrated the new BigQuery YAML example into the existing Python YAML examples test suite to ensure its functionality and correctness.

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Changelog

sdks/python/apache_beam/yaml/examples/testing/examples_test.py
- Added 'test_bigquery_write_yaml' to the list of YAML examples to be tested by the _io_write_test_preprocessor.
sdks/python/apache_beam/yaml/examples/transforms/io/bigquery_write.yaml
- Created a new YAML file defining a Beam pipeline that generates sample data and writes it to BigQuery tables dynamically based on the 'country' field, utilizing WriteToBigQuery with dynamic destinations.

Activity

No specific activity (comments, reviews, or progress updates) was provided in the context.

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derrickaw · 2026-02-13T17:52:54Z

Run Python_Dataframes PreCommit 3.12

github-actions · 2026-02-13T18:19:44Z

Assigning reviewers:

R: @claudevdm for label python.

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github-actions · 2026-02-21T12:18:17Z

Reminder, please take a look at this pr: @claudevdm

github-actions · 2026-02-25T12:27:31Z

Assigning new set of reviewers because Pr has gone too long without review. If you would like to opt out of this review, comment assign to next reviewer:

R: @tvalentyn for label python.

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claudevdm · 2026-02-25T17:21:43Z

/gemini review

gemini-code-assist

Code Review

This pull request introduces a new YAML example for writing to BigQuery using dynamic destinations. The associated test file is correctly updated to mock the I/O write for this new example. However, the new YAML file itself contains an invalid configuration parameter, num_streams, for the WriteToBigQuery transform. This would cause the example to fail at runtime. My review includes a critical comment to remove this invalid parameter.

sdks/python/apache_beam/yaml/examples/transforms/io/bigquery_write.yaml

derrickaw · 2026-02-26T13:31:32Z

These failures don't seem related to this PR.

Abacn · 2026-02-26T18:47:10Z

These failures don't seem related to this PR.

Can you confirm the added example is exercised in one of the passing tests?

https://github.com/apache/beam/actions/workflows/beam_PreCommit_Yaml_Xlang_Direct.yml has been broken for a while. I doubt the PR merged without test coverage.

We keep see Python tests breakage recently. Please merge after test signal stablized.

derrickaw · 2026-02-27T13:27:51Z

These failures don't seem related to this PR.

Can you confirm the added example is exercised in one of the passing tests?

https://github.com/apache/beam/actions/workflows/beam_PreCommit_Yaml_Xlang_Direct.yml has been broken for a while. I doubt the PR merged without test coverage.

We keep see Python tests breakage recently. Please merge after test signal stablized.

The PR was not tested due to the constant failure of:

      Traceback (most recent call last):
        File "/runner/_work/beam/beam/build/gradleenv/1922375555/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 389, in <module>
          main()
        File "/runner/_work/beam/beam/build/gradleenv/1922375555/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 373, in main
          json_out["return_val"] = hook(**hook_input["kwargs"])
        File "/runner/_work/beam/beam/build/gradleenv/1922375555/lib/python3.10/site-packages/pip/_vendor/pyproject_hooks/_in_process/_in_process.py", line 143, in get_requires_for_build_wheel
          return hook(config_settings)
        File "/tmp/pip-build-env-y452dh17/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 333, in get_requires_for_build_wheel
          return self._get_build_requires(config_settings, requirements=[])
        File "/tmp/pip-build-env-y452dh17/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 301, in _get_build_requires
          self.run_setup()
        File "/tmp/pip-build-env-y452dh17/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 520, in run_setup
          super().run_setup(setup_script=setup_script)
        File "/tmp/pip-build-env-y452dh17/overlay/lib/python3.10/site-packages/setuptools/build_meta.py", line 317, in run_setup
          exec(code, locals())
        File "<string>", line 34, in <module>
      RuntimeError: Python version 2.7 or 3.4+ is required.
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.

I can rollback if you want. Thanks.

tvalentyn · 2026-02-27T20:43:41Z

I think the point is that it was a bit risky to merge because the whole YAML suite was failing due to unrelated errors and we were flying blind, but I don't think we need to roll back since the suite is passing on master now.

There is a remaining question from @Abacn : do we have tests that exercise this PR in our existing test suite?

Can you confirm the added example is exercised in one of the passing tests?

Abacn · 2026-02-27T20:59:38Z

The PR was not tested due to the constant failure of:

I can rollback if you want. Thanks.

Yaml precomit is now green and no need to revert. However it seems the newly added test isn't get exercised.

PreCommit YAML Xlang Direct:

apache_beam/yaml/integration_tests.py::FilterTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [  2%]
apache_beam/yaml/integration_tests.py::FilterTest::test_WriteToJson_InlineProvider_0 PASSED [  4%]
apache_beam/yaml/integration_tests.py::TextTest::test_only PASSED        [  6%]
apache_beam/yaml/integration_tests.py::ParquetTest::test_only PASSED     [  8%]
apache_beam/yaml/integration_tests.py::ExplodeTest::test_Explode_ExternalJavaProvider_1 PASSED [ 10%]
apache_beam/yaml/integration_tests.py::ExplodeTest::test_Explode_InlineProvider_0 PASSED [ 13%]
apache_beam/yaml/integration_tests.py::Validate_With_SchemaTest::test_only PASSED [ 15%]
apache_beam/yaml/integration_tests.py::PytransformTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 17%]
apache_beam/yaml/integration_tests.py::PytransformTest::test_WriteToCsv_InlineProvider_0 PASSED [ 19%]
apache_beam/yaml/integration_tests.py::JavaMapTest::test_Explode_ExternalJavaProvider_1 PASSED [ 21%]
apache_beam/yaml/integration_tests.py::JavaMapTest::test_Explode_InlineProvider_0 PASSED [ 23%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_ExternalJavaProvider_MapToFields-generic_ExternalJavaProvider_3 PASSED [ 26%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_ExternalJavaProvider_MapToFields-generic_InlineProvider_2 PASSED [ 28%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_InlineProvider_MapToFields-generic_ExternalJavaProvider_1 PASSED [ 30%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_InlineProvider_MapToFields-generic_InlineProvider_0 PASSED [ 32%]
apache_beam/yaml/integration_tests.py::TsvTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 34%]
apache_beam/yaml/integration_tests.py::TsvTest::test_WriteToCsv_InlineProvider_0 PASSED [ 36%]
apache_beam/yaml/integration_tests.py::Assign_TimestampsTest::test_only PASSED [ 39%]
apache_beam/yaml/integration_tests.py::Ml_TransformTest::test_only PASSED [ 41%]
apache_beam/yaml/integration_tests.py::BigtableTest::test_only PASSED    [ 43%]
apache_beam/yaml/integration_tests.py::PartitionTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [ 45%]
apache_beam/yaml/integration_tests.py::PartitionTest::test_WriteToJson_InlineProvider_0 PASSED [ 47%]
apache_beam/yaml/integration_tests.py::Extract_Windowing_InfoTest::test_only PASSED [ 50%]
apache_beam/yaml/integration_tests.py::SqlTest::test_only PASSED         [ 52%]
apache_beam/yaml/integration_tests.py::JoinTest::test_only PASSED        [ 54%]
apache_beam/yaml/integration_tests.py::CsvTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 56%]
apache_beam/yaml/integration_tests.py::CsvTest::test_WriteToCsv_InlineProvider_0 PASSED [ 58%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_ExternalJavaProvider_WindowInto_ExternalJavaProvider_3 PASSED [ 60%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_ExternalJavaProvider_WindowInto_InlineProvider_2 PASSED [ 63%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_InlineProvider_WindowInto_ExternalJavaProvider_1 PASSED [ 65%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_InlineProvider_WindowInto_InlineProvider_0 PASSED [ 67%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_ExternalJavaProvider_WindowInto_ExternalJavaProvider_3 PASSED [ 69%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_ExternalJavaProvider_WindowInto_InlineProvider_2 PASSED [ 71%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_InlineProvider_WindowInto_ExternalJavaProvider_1 PASSED [ 73%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_InlineProvider_WindowInto_InlineProvider_0 PASSED [ 76%]
apache_beam/yaml/integration_tests.py::JsonTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [ 78%]
apache_beam/yaml/integration_tests.py::JsonTest::test_WriteToJson_InlineProvider_0 PASSED [ 80%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_1 PASSED [ 82%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_2 PASSED [ 84%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_3 PASSED [ 86%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_4 PASSED [ 89%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_InlineProvider_0 PASSED [ 91%]
apache_beam/yaml/integration_tests.py::IcebergTest::test_only PASSED     [ 93%]
apache_beam/yaml/integration_tests.py::CreateTest::test_only PASSED      [ 95%]
apache_beam/yaml/integration_tests.py::AvroTest::test_only PASSED        [ 97%]
apache_beam/yaml/integration_tests.py::RuninferenceTest::test_only PASSED [100%]

beam_PostCommit_Yaml_Xlang_Direct:

apache_beam/yaml/integration_tests.py::PubsubTest::test_only PASSED      [ 50%]
apache_beam/yaml/integration_tests.py::KafkaTest::test_only PASSED       [100%]
apache_beam/yaml/integration_tests.py::SpannerTest::test_only PASSED     [ 12%]
apache_beam/yaml/integration_tests.py::OracleTest::test_only PASSED      [ 25%]
apache_beam/yaml/integration_tests.py::BigqueryTest::test_ReadFromBigQuery_InlineProvider_1 PASSED [ 37%]
apache_beam/yaml/integration_tests.py::MysqlTest::test_only PASSED       [ 50%]
apache_beam/yaml/integration_tests.py::SqlserverTest::test_only PASSED   [ 62%]
apache_beam/yaml/integration_tests.py::PostgresTest::test_only PASSED    [ 75%]
apache_beam/yaml/integration_tests.py::JdbcTest::test_only PASSED        [ 87%]
apache_beam/yaml/integration_tests.py::IcebergTest::test_only PASSED     [100%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_ExternalJavaProvider_WriteToTFRecord_ExternalJavaProvider_3 PASSED [ 20%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_ExternalJavaProvider_WriteToTFRecord_InlineProvider_2 PASSED [ 40%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_InlineProvider_WriteToTFRecord_ExternalJavaProvider_1 PASSED [ 60%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_InlineProvider_WriteToTFRecord_InlineProvider_0 PASSED [ 80%]
apache_beam/yaml/integration_tests.py::EnrichmentTest::test_only PASSED  [100%]

Did I miss something?

derrickaw · 2026-02-28T03:18:22Z

The PR was not tested due to the constant failure of:
I can rollback if you want. Thanks.

Yaml precomit is now green and no need to revert. However it seems the newly added test isn't get exercised.

PreCommit YAML Xlang Direct:

apache_beam/yaml/integration_tests.py::FilterTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [  2%]
apache_beam/yaml/integration_tests.py::FilterTest::test_WriteToJson_InlineProvider_0 PASSED [  4%]
apache_beam/yaml/integration_tests.py::TextTest::test_only PASSED        [  6%]
apache_beam/yaml/integration_tests.py::ParquetTest::test_only PASSED     [  8%]
apache_beam/yaml/integration_tests.py::ExplodeTest::test_Explode_ExternalJavaProvider_1 PASSED [ 10%]
apache_beam/yaml/integration_tests.py::ExplodeTest::test_Explode_InlineProvider_0 PASSED [ 13%]
apache_beam/yaml/integration_tests.py::Validate_With_SchemaTest::test_only PASSED [ 15%]
apache_beam/yaml/integration_tests.py::PytransformTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 17%]
apache_beam/yaml/integration_tests.py::PytransformTest::test_WriteToCsv_InlineProvider_0 PASSED [ 19%]
apache_beam/yaml/integration_tests.py::JavaMapTest::test_Explode_ExternalJavaProvider_1 PASSED [ 21%]
apache_beam/yaml/integration_tests.py::JavaMapTest::test_Explode_InlineProvider_0 PASSED [ 23%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_ExternalJavaProvider_MapToFields-generic_ExternalJavaProvider_3 PASSED [ 26%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_ExternalJavaProvider_MapToFields-generic_InlineProvider_2 PASSED [ 28%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_InlineProvider_MapToFields-generic_ExternalJavaProvider_1 PASSED [ 30%]
apache_beam/yaml/integration_tests.py::MapTest::test_Filter-generic_InlineProvider_MapToFields-generic_InlineProvider_0 PASSED [ 32%]
apache_beam/yaml/integration_tests.py::TsvTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 34%]
apache_beam/yaml/integration_tests.py::TsvTest::test_WriteToCsv_InlineProvider_0 PASSED [ 36%]
apache_beam/yaml/integration_tests.py::Assign_TimestampsTest::test_only PASSED [ 39%]
apache_beam/yaml/integration_tests.py::Ml_TransformTest::test_only PASSED [ 41%]
apache_beam/yaml/integration_tests.py::BigtableTest::test_only PASSED    [ 43%]
apache_beam/yaml/integration_tests.py::PartitionTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [ 45%]
apache_beam/yaml/integration_tests.py::PartitionTest::test_WriteToJson_InlineProvider_0 PASSED [ 47%]
apache_beam/yaml/integration_tests.py::Extract_Windowing_InfoTest::test_only PASSED [ 50%]
apache_beam/yaml/integration_tests.py::SqlTest::test_only PASSED         [ 52%]
apache_beam/yaml/integration_tests.py::JoinTest::test_only PASSED        [ 54%]
apache_beam/yaml/integration_tests.py::CsvTest::test_WriteToCsv_ExternalJavaProvider_1 PASSED [ 56%]
apache_beam/yaml/integration_tests.py::CsvTest::test_WriteToCsv_InlineProvider_0 PASSED [ 58%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_ExternalJavaProvider_WindowInto_ExternalJavaProvider_3 PASSED [ 60%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_ExternalJavaProvider_WindowInto_InlineProvider_2 PASSED [ 63%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_InlineProvider_WindowInto_ExternalJavaProvider_1 PASSED [ 65%]
apache_beam/yaml/integration_tests.py::WindowintoTest::test_Combine-generic_InlineProvider_WindowInto_InlineProvider_0 PASSED [ 67%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_ExternalJavaProvider_WindowInto_ExternalJavaProvider_3 PASSED [ 69%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_ExternalJavaProvider_WindowInto_InlineProvider_2 PASSED [ 71%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_InlineProvider_WindowInto_ExternalJavaProvider_1 PASSED [ 73%]
apache_beam/yaml/integration_tests.py::WindowingTest::test_Combine-generic_InlineProvider_WindowInto_InlineProvider_0 PASSED [ 76%]
apache_beam/yaml/integration_tests.py::JsonTest::test_WriteToJson_ExternalJavaProvider_1 PASSED [ 78%]
apache_beam/yaml/integration_tests.py::JsonTest::test_WriteToJson_InlineProvider_0 PASSED [ 80%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_1 PASSED [ 82%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_2 PASSED [ 84%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_3 PASSED [ 86%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_ExternalJavaProvider_4 PASSED [ 89%]
apache_beam/yaml/integration_tests.py::FlattenTest::test_Flatten_InlineProvider_0 PASSED [ 91%]
apache_beam/yaml/integration_tests.py::IcebergTest::test_only PASSED     [ 93%]
apache_beam/yaml/integration_tests.py::CreateTest::test_only PASSED      [ 95%]
apache_beam/yaml/integration_tests.py::AvroTest::test_only PASSED        [ 97%]
apache_beam/yaml/integration_tests.py::RuninferenceTest::test_only PASSED [100%]

beam_PostCommit_Yaml_Xlang_Direct:

apache_beam/yaml/integration_tests.py::PubsubTest::test_only PASSED      [ 50%]
apache_beam/yaml/integration_tests.py::KafkaTest::test_only PASSED       [100%]
apache_beam/yaml/integration_tests.py::SpannerTest::test_only PASSED     [ 12%]
apache_beam/yaml/integration_tests.py::OracleTest::test_only PASSED      [ 25%]
apache_beam/yaml/integration_tests.py::BigqueryTest::test_ReadFromBigQuery_InlineProvider_1 PASSED [ 37%]
apache_beam/yaml/integration_tests.py::MysqlTest::test_only PASSED       [ 50%]
apache_beam/yaml/integration_tests.py::SqlserverTest::test_only PASSED   [ 62%]
apache_beam/yaml/integration_tests.py::PostgresTest::test_only PASSED    [ 75%]
apache_beam/yaml/integration_tests.py::JdbcTest::test_only PASSED        [ 87%]
apache_beam/yaml/integration_tests.py::IcebergTest::test_only PASSED     [100%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_ExternalJavaProvider_WriteToTFRecord_ExternalJavaProvider_3 PASSED [ 20%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_ExternalJavaProvider_WriteToTFRecord_InlineProvider_2 PASSED [ 40%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_InlineProvider_WriteToTFRecord_ExternalJavaProvider_1 PASSED [ 60%]
apache_beam/yaml/integration_tests.py::TfrecordTest::test_ReadFromTFRecord_InlineProvider_WriteToTFRecord_InlineProvider_0 PASSED [ 80%]
apache_beam/yaml/integration_tests.py::EnrichmentTest::test_only PASSED  [100%]

Did I miss something?

I forgot this isn't covered by pre or post commit tests. These are just manually verified or mocked tests.

github-actions bot added python yaml labels Feb 13, 2026

derrickaw marked this pull request as ready for review February 13, 2026 18:16

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claudevdm approved these changes Feb 25, 2026

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derrickaw force-pushed the 20260213_createYamlDynamicDestinationExample branch from b24fdea to b1e4402 Compare February 25, 2026 19:33

fix conflict

eb169f0

derrickaw force-pushed the 20260213_createYamlDynamicDestinationExample branch from b1e4402 to eb169f0 Compare February 26, 2026 13:05

claudevdm merged commit 9eb3a18 into apache:master Feb 26, 2026
89 of 97 checks passed

derrickaw deleted the 20260213_createYamlDynamicDestinationExample branch February 26, 2026 15:35

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