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https://issues.apache.org/jira/browse/HIVE-20867?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16675550#comment-16675550
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Pengcheng Xiong commented on HIVE-20867:
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I have some questions about this jira. Could you share your design document on 
this? I assumed that we compared several candidates when we made the decision, 
and lefts semi join was one of them. We chose union-based one because a) a 
similar approach can be applied to except(all) as well, thus we have better 
code reuse. b) when we have more then 2 branchesĀ as the inputs of intersect, we 
assume that in the future those branches can be executed in parallel. Comparing 
with left-semi join one, we need to do the join one by one.

> Rewrite INTERSECT into LEFT SEMI JOIN instead of UNION + Group by
> -----------------------------------------------------------------
>
>                 Key: HIVE-20867
>                 URL: https://issues.apache.org/jira/browse/HIVE-20867
>             Project: Hive
>          Issue Type: Improvement
>          Components: Query Planning
>    Affects Versions: 4.0.0
>            Reporter: Vineet Garg
>            Assignee: Vineet Garg
>            Priority: Major
>




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