wgtmac commented on PR #50158:
URL: https://github.com/apache/arrow/pull/50158#issuecomment-4686798399

   TBH, I don't think it is a good approach as we've tried this in the past. 
The main gotcha is that reading costs of different columns vary significantly 
by nature. For example, strings take longer time to decompress and decode but 
integers are smaller and faster. If the file is on a cloud object store, the 
majority time is blocked on waiting for I/O which may exhaust the thread pool 
if it is a wide column file.


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