Eric Marnadi created SPARK-55123:
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             Summary: Add SequentialUnionOffset for tracking sequential source 
processing
                 Key: SPARK-55123
                 URL: https://issues.apache.org/jira/browse/SPARK-55123
             Project: Spark
          Issue Type: Task
          Components: Structured Streaming
    Affects Versions: 4.2.0
            Reporter: Eric Marnadi


Add SequentialUnionOffset class to support Sequential Union operations in 
Structured Streaming. This offset type enables tracking the state of sequential 
source processing in backfill-to-live streaming scenarios.

The implementation includes:
 * SequentialUnionOffset case class that extends OffsetV2
 * Name-based source tracking (not index-based) for stability across query 
restarts
 * Validation logic to ensure correctness of offset state



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