Spenserrrr opened a new pull request, #58754:
URL: https://github.com/apache/spark/pull/58754

   ### What changes were proposed in this pull request?
   
   Rename `ArrowArrayToPandasConversion` to `ArrowToPandasConversion` and move 
`ArrowBatchTransformer.to_pandas` into it, updating callers, tests, and 
benchmarks.
   
   ### Why are the changes needed?
   
   This groups batch and column conversion in the directional converter and 
leaves `ArrowBatchTransformer` responsible for Arrow-to-Arrow operations, as 
proposed in the [original 
review](https://github.com/apache/spark/pull/53963#discussion_r2756982804).
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   Existing conversion tests and baseline-versus-refactor parity probes under 
pandas 2 and 3, plus benchmark smoke checks.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Generated-by: Codex (GPT-6)
   


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