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https://issues.apache.org/jira/browse/SPARK-42227?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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WenjunTao updated SPARK-42227:
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    Attachment: image-2025-02-08-14-25-08-423.png

> Use approx_percentile function running slower than percentile in spark3 
> ------------------------------------------------------------------------
>
>                 Key: SPARK-42227
>                 URL: https://issues.apache.org/jira/browse/SPARK-42227
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 3.2.1
>            Reporter: xuanzhiang
>            Priority: Major
>         Attachments: image-2025-02-08-14-25-08-423.png, 
> percentile+objectHashAggregateExec.png, 
> percentile+objectHashAggregateExec_shuffle_task.png, 
> percentile_approx+objectHashAggregateExec.png, 
> percentile_approx+objectHashAggregateExec_shuffle_task.png
>
>
> approx_percentile(end_ts-start_ts,0.9) cost_p90
> in spark3 , it use objectHashAggregate method , but it shuffle very slow. 
> when i use percentile , it become fast. i dont know the reson, i think 
> approx_percentile should fast.



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