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https://issues.apache.org/jira/browse/SPARK-13523?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15169893#comment-15169893
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Apache Spark commented on SPARK-13523:
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User 'davies' has created a pull request for this issue:
https://github.com/apache/spark/pull/11403

> Reuse the exchanges in a query
> ------------------------------
>
>                 Key: SPARK-13523
>                 URL: https://issues.apache.org/jira/browse/SPARK-13523
>             Project: Spark
>          Issue Type: New Feature
>          Components: SQL
>            Reporter: Davies Liu
>
> In exchange, the RDD will be materialized (shuffled or collected), it's a 
> good point to eliminate common part of a query.
> In some TPCDS queries (for example, Q64), the same exchange (ShuffleExchange 
> or BroadcastExchange) could be used multiple times, we should re-use them to 
> avoid the duplicated work and reduce the memory for broadcast.



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