zhengruifeng opened a new pull request, #58160:
URL: https://github.com/apache/spark/pull/58160

   ### What changes were proposed in this pull request?
   
   This PR removes the `none_on_identity` flag from the PySpark Arrow 
conversion helper
   APIs. Identity conversion now consistently returns `None`, and call sites 
handle
   that representation explicitly.
   
   ### Why are the changes needed?
   
   The flag made converter creation support two identity representations: a 
no-op
   callable or `None`. Using a single representation simplifies converter 
behavior
   and makes identity conversion explicit at call sites.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Not tested yet. This is a draft PR for review of the implementation approach.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: OpenAI Codex (GPT-5)
   


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