David Milicevic created SPARK-55442:
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             Summary: Phase 1c - Validation
                 Key: SPARK-55442
                 URL: https://issues.apache.org/jira/browse/SPARK-55442
             Project: Spark
          Issue Type: Sub-task
          Components: SQL
    Affects Versions: 4.2.0
            Reporter: David Milicevic


*Summary:*

Full test suite validation and performance verification

*Description:*

Run the full Spark test suite to validate that the framework introduces no 
regressions or performance issues.

*What this includes:*
 * Full test suite execution with the framework enabled (default in tests)
 * Full test suite execution with the framework disabled to verify legacy paths
 * Performance benchmarks to confirm no measurable regression
 * Code review and polish of all Phase 1 changes



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