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Posted to issues@spark.apache.org by "Jungtaek Lim (Jira)" <ji...@apache.org> on 2026/04/06 20:13:00 UTC
[jira] [Assigned] (SPARK-56248) Python TransformWithState stateful processor serialization: remove unnecessary row construction
[ https://issues.apache.org/jira/browse/SPARK-56248?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Jungtaek Lim reassigned SPARK-56248:
------------------------------------
Assignee: Jason Teoh
> Python TransformWithState stateful processor serialization: remove unnecessary row construction
> -----------------------------------------------------------------------------------------------
>
> 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
> Assignee: 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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