Cheng Su created SPARK-32740:
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             Summary: Refactor common partitioning/distribution logic to 
BaseAggregateExec
                 Key: SPARK-32740
                 URL: https://issues.apache.org/jira/browse/SPARK-32740
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 3.1.0
            Reporter: Cheng Su


For all three different aggregate physical operator: `HashAggregateExec`, 
`ObjectHashAggregateExec` and `SortAggregateExec`, they have same 
`outputPartitioning` and `requiredChildDistribution` logic. Refactor these same 
logic into their super class `BaseAggregateExec` to avoid code duplication and 
future bugs (similar to `HashJoin` and `ShuffledJoin`).



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