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https://issues.apache.org/jira/browse/SPARK-3056?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14097997#comment-14097997
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Cheng Hao commented on SPARK-3056:
----------------------------------

SPARK-2926 provides external sort in reduce side, which will greatly reduce the 
memory usage if too many identical grouping keys in the input tuples.

> Sort-based Aggregation
> ----------------------
>
>                 Key: SPARK-3056
>                 URL: https://issues.apache.org/jira/browse/SPARK-3056
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>            Reporter: Cheng Hao
>
> Currently, SparkSQL only support the hash-based aggregation, which may cause 
> OOM if too many identical keys in the input tuples.



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