Chao Sun created SPARK-41471:
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             Summary: SPJ: reduce Spark shuffle when only one side of a join is 
KeyGroupedPartitioning
                 Key: SPARK-41471
                 URL: https://issues.apache.org/jira/browse/SPARK-41471
             Project: Spark
          Issue Type: Sub-task
          Components: SQL
    Affects Versions: 3.3.1
            Reporter: Chao Sun


When only one side of a SPJ (Storage-Partitioned Join) is 
{{{}KeyGroupedPartitioning{}}}, Spark currently needs to shuffle both sides 
using {{{}HashPartitioning{}}}. However, we may just need to shuffle the other 
side according to the partition transforms defined in 
{{{}KeyGroupedPartitioning{}}}. This is especially useful when the other side 
is relatively small.



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