Yicong-Huang opened a new pull request, #53987:
URL: https://github.com/apache/spark/pull/53987

   ### What changes were proposed in this pull request?
   
   Add `PandasBatchTransformer` class with two static methods:
   - `wrap_series(series_list)`: Combines Series into DataFrame
   - `reorder_columns(df, schema)`: Reorders columns by schema field names
   
   Use these methods to replace repeated `pd.concat(series, axis=1)` patterns 
in `worker.py` and `serializers.py`.
   
   ### Why are the changes needed?
   
   Part of [SPARK-55159](https://issues.apache.org/jira/browse/SPARK-55159). 
Mirrors `ArrowBatchTransformer` design with pure static functions.
   
   ### Does this PR introduce _any_ user-facing change?
   
   No.
   
   ### How was this patch tested?
   
   New unit tests in `test_conversion.py`. Existing grouped map UDF tests.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   No.
   


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