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https://issues.apache.org/jira/browse/SPARK-60683?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-60683:
-----------------------------------
    Labels: pull-request-available  (was: )

> Defer SQL function error imports in Spark Connect Rust
> ------------------------------------------------------
>
>                 Key: SPARK-60683
>                 URL: https://issues.apache.org/jira/browse/SPARK-60683
>             Project: Spark
>          Issue Type: Improvement
>          Components: Connect
>    Affects Versions: connect-rust-4.3.0
>            Reporter: DB Tsai
>            Assignee: DB Tsai
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: connect-rust-4.3.0
>
>
> Fresh whole-plan construction is dominated by the first pyspark.sql.functions 
> import. A local cProfile of the frozen Rust master attributes nearly all 
> first-call time to importing pyspark.errors and its JSON error catalog, 
> reached by the module-level higher-order function PySparkValueError import. 
> Ordinary warm union construction takes microseconds. Defer error-only imports 
> in the custom SQL functions facade while preserving higher-order function 
> exception classes, conditions and messages. Validate unchanged fresh-process 
> construction benchmarks and both valid and invalid higher-order function 
> guards. Do not alter vendored error modules or simply move the import cost to 
> startup.



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