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https://issues.apache.org/jira/browse/SPARK-47824?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hyukjin Kwon resolved SPARK-47824.
----------------------------------
    Fix Version/s: 3.4.3
                   3.5.2
                   4.0.0
       Resolution: Fixed

Issue resolved by pull request 46018
[https://github.com/apache/spark/pull/46018]

> Nondeterminism in pyspark.pandas.series.asof
> --------------------------------------------
>
>                 Key: SPARK-47824
>                 URL: https://issues.apache.org/jira/browse/SPARK-47824
>             Project: Spark
>          Issue Type: Bug
>          Components: PySpark
>    Affects Versions: 3.4.2, 4.0.0, 3.5.1, 3.3.4
>            Reporter: Mark Jarvin
>            Assignee: Mark Jarvin
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: 3.4.3, 3.5.2, 4.0.0
>
>
> `max_by` in `pyspark.pandas.series.asof` uses a literal string instead of a 
> generated column as its ordering condition, resulting in nondeterminism.



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