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Posted to issues@spark.apache.org by "Cheng Hao (JIRA)" <ji...@apache.org> on 2014/11/12 16:20:33 UTC

[jira] [Updated] (SPARK-4367) Process the "distinct" value before shuffling for aggregation

     [ https://issues.apache.org/jira/browse/SPARK-4367?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Cheng Hao updated SPARK-4367:
-----------------------------
    Issue Type: Sub-task  (was: Improvement)
        Parent: SPARK-4366

> Process the "distinct" value before shuffling for aggregation
> -------------------------------------------------------------
>
>                 Key: SPARK-4367
>                 URL: https://issues.apache.org/jira/browse/SPARK-4367
>             Project: Spark
>          Issue Type: Sub-task
>          Components: SQL
>            Reporter: Cheng Hao
>
> Most of aggregate function(e.g average) with "distinct" value will requires all of the records in the same group to be shuffled into a single node, however, as part of the optimization, those records can be partially aggregated before shuffling, that probably reduces the overhead of shuffling significantly. 



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