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https://issues.apache.org/jira/browse/SPARK-4849?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14990050#comment-14990050
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Yin Huai commented on SPARK-4849:
---------------------------------

oh, actually SPARK-5354. SPARK-11410 adds APIs to specify how to shuffle data.

> Pass partitioning information (distribute by) to In-memory caching
> ------------------------------------------------------------------
>
>                 Key: SPARK-4849
>                 URL: https://issues.apache.org/jira/browse/SPARK-4849
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 1.2.0
>            Reporter: Nitin Goyal
>            Assignee: Nong Li
>            Priority: Critical
>             Fix For: 1.6.0
>
>
> HQL "distribute by <column_name>" partitions data based on specified column 
> values. We can pass this information to in-memory caching for further 
> performance improvements. e..g. in Joins, an extra partition step can be 
> saved based on this information.
> Refer - 
> http://apache-spark-user-list.1001560.n3.nabble.com/SchemaRDD-partition-on-specific-column-values-td20350.html



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