jorisvandenbossche commented on PR #37274:
URL: https://github.com/apache/arrow/pull/37274#issuecomment-1697372851

   AFAIK all of the `FileReader::ReadTable`, `ReadRowGroup`, etc methods can 
read columns in parallel depending on a setting on the reader object 
(`FileReader::set_use_threads`, which in pyarrow is exposed as a `use_threads` 
keyword in the single file Parquet reader).
   
   This for the plain Parquet reader, not the Parquet scanning through dataset, 
which I think has its own logic of threading.


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