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https://issues.apache.org/jira/browse/SPARK-61157?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-61157:
-----------------------------------
    Labels: pull-request-available  (was: )

> Column operations capture their call site with a failing IPython import on 
> every call, which makes them slow without ipykernel
> ------------------------------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-61157
>                 URL: https://issues.apache.org/jira/browse/SPARK-61157
>             Project: Spark
>          Issue Type: Bug
>          Components: Connect
>    Affects Versions: connect-rust-4.3.0
>            Reporter: Hyukjin Kwon
>            Priority: Major
>              Labels: pull-request-available
>             Fix For: connect-rust-4.3.0
>
>
> Since SPARK-60915, each DataFrame API call of the Python client captures the 
> call site in user code through the vendored `_capture_call_site`, and that 
> function runs `import IPython` and `import ipykernel` on every call. Where 
> ipykernel is not installed, each import scans sys.path again: 90k Column 
> operations took 7.3 s instead of 0.32 s with debugging off, and `select` of 
> 2000 names 5 times took 0.52 s instead of 0.006 s. The call site is now 
> captured in Rust with the same result as `_capture_call_site`, and IPython 
> and ipykernel are read from sys.modules, with one import attempt per process.



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