holdenk opened a new pull request, #59339:
URL: https://github.com/apache/spark/pull/59339

   
   ### What changes were proposed in this pull request?
   
   Track the nullability of a python parameter and use this to gate when we add 
null checks in the transpiled code.
   
   ### Why are the changes needed?
   
   Excessive null checks slow things down
   
   ### Does this PR introduce _any_ user-facing change?
   
   No
   
   
   ### How was this patch tested?
   
   Existing tests still pass 
   
   
   ### Was this patch authored or co-authored using generative AI tooling?
   Yes. Generated-by: Claude 5 (Anthropic); Kimi K3 (Moonshot AI); GLM 5.2 
(Z.ai). Initial work by Claude 5;  (`len` / truthiness work) by Kimi K3 
(Moonshot AI); follow-up rebase onto master and preflight by GLM 5.2 (Z.ai).


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