Anish Mahto created SPARK-59645:
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             Summary: SCD1 Ignore-null support; Refactor SCD1 microbatch 
reconciliation into strategies 
                 Key: SPARK-59645
                 URL: https://issues.apache.org/jira/browse/SPARK-59645
             Project: Spark
          Issue Type: Sub-task
          Components: Declarative Pipelines
    Affects Versions: 4.4.0
            Reporter: Anish Mahto


Default SCD1 reconciliation accepts or rejects an event wholesale, so all 
columns share one row-level version. Ignore-null permits different events to 
author different leaves, requiring fundamentally different deduplication and 
tombstone reconciliation.

Refactor `Scd1BatchProcessor` to delegate to a reconciliation strategy and move 
existing behavior into the default `Scd1RowLevelReconciliation`. This preserves 
current behavior while establishing the boundary for future leaf-level 
reconciliation.



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