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https://issues.apache.org/jira/browse/KYLIN-4888?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Feng Zhu updated KYLIN-4888:
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    Attachment:     (was: union before.png)

>  Performance optimization of union query with spark engine
> ----------------------------------------------------------
>
>                 Key: KYLIN-4888
>                 URL: https://issues.apache.org/jira/browse/KYLIN-4888
>             Project: Kylin
>          Issue Type: Improvement
>          Components: Spark Engine
>    Affects Versions: v4.0.0-alpha
>            Reporter: Feng Zhu
>            Assignee: Feng Zhu
>            Priority: Major
>             Fix For: v4.0.0-beta
>
>         Attachments: spark_union_plan_comparison
>
>
> when using union query with spark engine, UnionPlan transforms OLAPUnionRel 
> to spark
> DataFrame, when OLAPUnionRel.all = false, distinct transformation of spark 
> will be used, but
> it's used in a loop which traversing the DataFrame collection so that we 
> don't have an excepted optimized flattenUnion plan(the CombineUnions rule of 
> spark optimize the distinct, but the nested union plan does not be 
> flattened),there are so many stages in spark dag.  Actuall, distinct 
> transformation should be used only once at last.



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