shaunak-pusalkar commented on issue #46391:
URL: https://github.com/apache/arrow/issues/46391#issuecomment-3457920527

   Yes, I tried rewriting the Parquet files by loading them fully and 
converting unsigned integer columns to signed types (int32/int64). But we still 
see the “value out of range: -16777216 to 16777216” error on a few datasets. 
Maybe it is related to how the original Parquet files were physically encoded 
(likely bit-packed by parquet-go). I am planning to verify this by checking the 
physical schema and then rewriting all numeric columns explicitly as int64 to 
ensure consistent encoding across files.


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