Anish Mahto created SPARK-57251:
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             Summary: AutoCDC SCD2 Invalidated Reserved Framework Cols in 
Source/Column Selection
                 Key: SPARK-57251
                 URL: https://issues.apache.org/jira/browse/SPARK-57251
             Project: Spark
          Issue Type: Sub-task
          Components: Declarative Pipelines
    Affects Versions: 4.3.0
            Reporter: Anish Mahto


Reserved framework columns in SCD2 are columns that will be projected onto the 
microbatch/target table by the core reconciliation algorithm, and therefore:
 * The user's source dataframe should not contain columns with the same name, 
because they would get replaced or throw a name conflict error on 
reconciliation.
 * The user should not be able to exclude these columns through target column 
selection via the AutoCDC API



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