gemini-code-assist[bot] commented on PR #37303:
URL: https://github.com/apache/beam/pull/37303#issuecomment-3748253900

   ## Summary of Changes
   
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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 Apache Beam's YAML SQL capabilities by 
introducing support for `calcite_connection_properties`. This allows users to 
specify a SQL dialect, such as PostgreSQL, enabling the use of its native 
functions directly within YAML-defined SQL transforms. The change includes both 
a new example demonstrating this functionality and a corresponding test case to 
ensure its correct operation, thereby expanding the flexibility and power of 
YAML-based data processing.
   
   ### Highlights
   
   * **New Example for Calcite Connection Properties**: A new example file, 
`sql/sql_calcite_connection_properties.yaml`, has been added to demonstrate how 
to configure PostgreSQL-specific SQL functions (like `STRING_TO_ARRAY`) within 
YAML pipelines using `calcite_connection_properties`.
   * **Test Case for PostgreSQL Functions**: A new test case has been added to 
`tests/sql.yaml` to verify that the `calcite_connection_properties` option 
correctly enables PostgreSQL functions, specifically `INITCAP`, within SQL 
transforms.
   * **Issue Resolution**: This pull request addresses and fixes issue #36614, 
which likely pertains to the need for dialect-specific SQL function support in 
YAML pipelines.
   
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