alippai opened a new issue, #37428:
URL: https://github.com/apache/arrow/issues/37428

   ### Describe the bug, including details regarding any error messages, 
version, and platform.
   
   If `use_legacy_dataset=False` in `use_legacy_dataset` then Exception is 
raised.
   If we specify the `schema`, the read succeeds, but the values of the 
duplicate columns are `null`.
   
   Using `use_legacy_dataset=True` there are no issues reading the single file 
(but we can only `rename_columns` after reading the whole file).
   
   Alternatively the `columns` param of `read_table` should allow reading using 
index, not just column names.
   
   ### Component(s)
   
   Parquet, Python


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