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https://issues.apache.org/jira/browse/SPARK-2253?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hyukjin Kwon resolved SPARK-2253.
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    Resolution: Incomplete

> [Core] Disable partial aggregation automatically when reduction factor is low
> -----------------------------------------------------------------------------
>
>                 Key: SPARK-2253
>                 URL: https://issues.apache.org/jira/browse/SPARK-2253
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>            Reporter: Reynold Xin
>            Priority: Major
>              Labels: bulk-closed
>
> Once we see enough number of rows in partial aggregation and don't observe 
> any reduction, Aggregator should just turn off partial aggregation. This 
> reduces memory usage for high cardinality aggregations.
> This one is for Spark core. There is another ticket tracking this for SQL. 



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