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https://issues.apache.org/jira/browse/SPARK-7936?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14564270#comment-14564270
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Apache Spark commented on SPARK-7936:
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User 'navis' has created a pull request for this issue:
https://github.com/apache/spark/pull/6488

> Add configuration for initial size of hash for aggregation and limit
> --------------------------------------------------------------------
>
>                 Key: SPARK-7936
>                 URL: https://issues.apache.org/jira/browse/SPARK-7936
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>            Reporter: Navis
>            Priority: Minor
>
> Partial aggregation takes a lot of memory and mostly cannot be completed if 
> it's not sliced into very small partitions (large in count). This patch is 
> for limiting entry size for partial aggregation. Initial size for hash is 
> just a bonus.



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