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Posted to issues@spark.apache.org by "Dongjoon Hyun (Jira)" <ji...@apache.org> on 2022/01/27 20:00:00 UTC

[jira] [Updated] (SPARK-33832) Add an option in AQE to mitigate skew even if it causes an new shuffle

     [ https://issues.apache.org/jira/browse/SPARK-33832?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Dongjoon Hyun updated SPARK-33832:
----------------------------------
        Parent:     (was: SPARK-33828)
    Issue Type: Bug  (was: Sub-task)

> Add an option in AQE to mitigate skew even if it causes an new shuffle
> ----------------------------------------------------------------------
>
>                 Key: SPARK-33832
>                 URL: https://issues.apache.org/jira/browse/SPARK-33832
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 3.0.0
>            Reporter: Eugene Koifman
>            Assignee: XiDuo You
>            Priority: Major
>             Fix For: 3.3.0
>
>
> Currently {{OptimizeSkewedJoin}} will not apply if skew mitigation causes a new shuffle.
> There are situations where it's better to mitigate skew even if it means a new shuffle is added, for example if the join outputs small amount of data.
> As a first step I propose adding a SQLConf option to enable this.  
> I'll open a PR shortly to get feedback on the approach.



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