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[SPARK-59455][PYTHON] Move Arrow-to-pandas batch conversion into ArrowToPandasConversion - #58754

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[SPARK-59455][PYTHON] Move Arrow-to-pandas batch conversion into ArrowToPandasConversion#58754
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Spenserrrr:arrow-to-pandas-refactor

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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.

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)

@Spenserrrr Spenserrrr changed the title [SPARK-59454][PYTHON] Move Arrow-to-pandas batch conversion into ArrowToPandasConversion [SPARK-59455][PYTHON] Move Arrow-to-pandas batch conversion into ArrowToPandasConversion Sep 12, 2026
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