xiangfu0 opened a new pull request, #19896:
URL: https://github.com/apache/pinot/pull/19896

   Adds opt-in native decoding and column-oriented generation, exact deferred 
RAW statistics, and bounded canonical MAP-to-JSON reuse, with fallback for 
unsupported inputs.
   
   **Usage:** enable `useParquetNativeDirectReader` and 
`useColumnMajorSegmentBuilder` with the native reader; the [Parquet 
README](https://github.com/xiangfu0/pinot/blob/9f170eabba0c94cd15cbf734be199a04db4f1014/pinot-plugins/pinot-input-format/pinot-parquet/README.md)
 provides complete batch YAML and statistics settings.
   
   **Validation:** 58 focused tests and style/license checks passed, covering 
row/column equivalence, statistics, collections, and fallbacks.
   


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