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https://issues.apache.org/jira/browse/SPARK-56248?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-56248:
-----------------------------------
    Labels: pull-request-available  (was: )

> Python TransformWithState stateful processor serialization improvements
> -----------------------------------------------------------------------
>
>                 Key: SPARK-56248
>                 URL: https://issues.apache.org/jira/browse/SPARK-56248
>             Project: Spark
>          Issue Type: Improvement
>          Components: Structured Streaming
>    Affects Versions: 4.1.1
>            Reporter: Jason Teoh
>            Priority: Minor
>              Labels: pull-request-available
>
> The current Python TWS stateful processor's serialization path is a hot path 
> executed for every row. Looking at the code, there is room for improvement 
> around Row construction, closure creation, and attribute lookups.



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