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https://issues.apache.org/jira/browse/SPARK-11055?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiao Li closed SPARK-11055.
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    Resolution: Duplicate

> Use mixing hash-based and sort-based aggregation in 
> TungstenAggregationIterator
> -------------------------------------------------------------------------------
>
>                 Key: SPARK-11055
>                 URL: https://issues.apache.org/jira/browse/SPARK-11055
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>            Reporter: Liang-Chi Hsieh
>
> In TungstenAggregationIterator we switch to sort-based aggregation when we 
> can't allocate more memory for hashmap.
> However, using external sorter-based aggregation will write too much 
> key-value pairs into disk. We should use mixing hash-based and sort-based 
> aggregation to reduce the key-value pairs needed to write to disk.



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