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Posted to issues@spark.apache.org by "xuanzhiang (Jira)" <ji...@apache.org> on 2023/02/15 11:19:00 UTC
[jira] [Updated] (SPARK-42227) Use approx_percentile function running slower than percentile in spark3
[ https://issues.apache.org/jira/browse/SPARK-42227?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
xuanzhiang updated SPARK-42227:
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Summary: Use approx_percentile function running slower than percentile in spark3 (was: Use approx_percentile function running slower in spark3 than spark2)
> 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: 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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