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https://issues.apache.org/jira/browse/SPARK-10100?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14705161#comment-14705161
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Herman van Hovell commented on SPARK-10100:
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You are using a grouping key in this query. This doesn't seem related to the 
proposed solution (no grouping keys), how are they related?

> Eliminate hash table lookup if there is no grouping key in aggregation.
> -----------------------------------------------------------------------
>
>                 Key: SPARK-10100
>                 URL: https://issues.apache.org/jira/browse/SPARK-10100
>             Project: Spark
>          Issue Type: Sub-task
>          Components: SQL
>    Affects Versions: 1.5.0
>            Reporter: Yin Huai
>            Assignee: Reynold Xin
>             Fix For: 1.5.0
>
>         Attachments: SPARK-10100.perf.test.scala
>
>
> *Update: The title of this jira has been changed to "Eliminate hash table 
> lookup if there is no grouping key in aggregation."*. For the Max and Min 
> expressions, we can revisit them later if we find a better way to improve the 
> performance and open a new jira.
> *The original title of this JIRA is "AggregateFunction2's Max is slower than 
> AggregateExpression1's MaxFunction"*. Below is the original description:
> Looks like Max (probably Min) implemented based on AggregateFunction2 is 
> slower than the old MaxFunction.



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