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https://issues.apache.org/jira/browse/SPARK-16391?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15414752#comment-15414752
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Apache Spark commented on SPARK-16391:
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User 'rxin' has created a pull request for this issue:
https://github.com/apache/spark/pull/14576

> KeyValueGroupedDataset.reduceGroups should support partial aggregation
> ----------------------------------------------------------------------
>
>                 Key: SPARK-16391
>                 URL: https://issues.apache.org/jira/browse/SPARK-16391
>             Project: Spark
>          Issue Type: Sub-task
>          Components: SQL
>            Reporter: Reynold Xin
>
> KeyValueGroupedDataset.reduceGroups is currently implemented via 
> flatMapGroups, which is very inefficient since effectively does a physical 
> group by.



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