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https://issues.apache.org/jira/browse/SPARK-55025?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hyukjin Kwon resolved SPARK-55025.
----------------------------------
    Resolution: Fixed

Resolving as Fixed: this change was merged to master. Implementing commit: 
69f1d5c5e461 [SPARK-55025][PS] Improve performance in pandas by using list 
comprehension. (Triaged as a stranded ticket — the fix landed but the JIRA was 
left unresolved. Verified present on current master and not reverted.)

> Pyspark pandas use of nested for loops
> --------------------------------------
>
>                 Key: SPARK-55025
>                 URL: https://issues.apache.org/jira/browse/SPARK-55025
>             Project: Spark
>          Issue Type: Bug
>          Components: Pandas API on Spark
>    Affects Versions: 4.1.1
>            Reporter: Devin Petersohn
>            Assignee: Devin Petersohn
>            Priority: Major
>              Labels: pull-request-available
>
> A lot of performance is being left on the table in Pyspark pandas because 
> there are instances of the for loop + append pattern.
>  



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