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https://issues.apache.org/jira/browse/SPARK-35622?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17363605#comment-17363605
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xiepengjie commented on SPARK-35622:
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[~hyukjin.kwon] [~dc-heros], Sorry, I was on vacation last week and did not 
reply to you,[~dc-heros] ,thanks for your test.

I would like to work on it.

> DataFrame's count function do not need groupBy and avoid shuffle
> ----------------------------------------------------------------
>
>                 Key: SPARK-35622
>                 URL: https://issues.apache.org/jira/browse/SPARK-35622
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 3.1.2
>            Reporter: xiepengjie
>            Priority: Major
>
> Use `df.rdd.count()` replace `df.count()`.



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