[pull] master from apache:master

[pull]

See Commits and Changes for more details.

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Summary by Sourcery

This pull request includes several bug fixes and enhancements across multiple modules. It improves schema update propagation checks in BigQuery tests, handles exceptions in Spanner, adds content awareness to Python YAML provider dependencies, and fixes timestamp comparison in Spanner change streams.

Bug Fixes:

• Fixes a bug in SpannerChangeStreamOrderedWithinKeyIT where commit timestamps were compared using floating-point arithmetic, which could lead to rounding errors. The comparison is now done using separate seconds and nanos components.

Enhancements:

• Adds a check to StorageApiSinkSchemaUpdateIT to verify that schema updates have propagated fully before proceeding with the test.
• Adds a retry mechanism to StorageApiSinkRowUpdateIT to tolerate StreamWriterClosedException which can occur after all writes have been flushed.
• Adds a delay in HL7v2IOReadIT to allow messages to be fully indexed before reading.
• Improves the dependency management in the Python SDK's YAML provider by making the environment key sensitive to package content changes.

Tests:

• Adds tests to ensure that the environment key is sensitive to package names, bases, and content, and invariant to order and paths.

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Reviewer's Guide by Sourcery

This pull request includes several updates and fixes across different modules. It improves schema update propagation in BigQuery, handles potential exceptions in Storage API sink tests, enhances commit timestamp comparison in Spanner change stream tests, improves dependency management for the Python YAML provider, adds a delay for cleanup propagation in Spanner read tests, relaxes request assertions in Spanner change stream error tests, adds a delay for message indexing in HL7v2IO read tests, and fixes a verification issue in RampupThrottlingFnTest.

No diagrams generated as the changes look simple and do not need a visual representation.

File-Level Changes

Change	Details	Files
Improved schema update propagation in BigQuery Storage API sink.	Added explicit checks to verify schema propagation after updates. Introduced timeouts and retry intervals for schema propagation checks. Added a delay to allow streams to recognize the new schema after an update. Adjusted the triggering frequency for Storage API writes to accommodate schema changes. Increased waiting periods to ensure schema recognition by Storage API streams.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiSinkSchemaUpdateIT.java
Addressed potential StreamWriterClosedException in BigQuery Storage API sink tests.	Added logic to catch and tolerate StreamWriterClosedException during pipeline execution. Unwrapped nested exceptions to find the root cause of pipeline failures.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/bigquery/StorageApiSinkRowUpdateIT.java
Improved commit timestamp comparison in Spanner change stream integration tests.	Modified SortKey comparison to handle commit timestamps by comparing seconds and nanos separately. Ensured accurate sorting of change stream records based on commit timestamp and transaction ID.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/it/SpannerChangeStreamOrderedWithinKeyIT.java
Improved dependency management for Python YAML provider.	Made package environment keys sensitive to package content. Made package environment keys sensitive to base environment. Made package environment keys order-invariant. Made package environment keys path-invariant. Added _file_digest function to compute file digests for Python versions before 3.11.	sdks/python/apache_beam/yaml/yaml_provider_unit_test.py sdks/python/apache_beam/yaml/yaml_provider.py
Added a delay for cleanup propagation in Spanner read integration tests.	Added a short sleep after cleaning up a batch read transaction. This is to allow the cleanup to propagate before subsequent operations.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/SpannerReadIT.java
Relaxed the assertion on the number of requests in Spanner change stream error tests.	The test now allows for at most two retry requests instead of zero.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/spanner/changestreams/SpannerChangeStreamErrorTest.java
Added a delay for message indexing in HL7v2IO read integration tests.	Added a short sleep after writing HL7 messages to allow them to be fully indexed and available for reading.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/healthcare/HL7v2IOReadIT.java
Fixed a verification issue in RampupThrottlingFnTest.	Removed the verify call in the mock sleeper, as it was causing issues with the test.	sdks/java/io/google-cloud-platform/src/test/java/org/apache/beam/sdk/io/gcp/datastore/RampupThrottlingFnTest.java

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