westonpace opened a new pull request #9607:
URL: https://github.com/apache/arrow/pull/9607


   Still very much a WIP, expect more details to come.  This PR ports the 
dataset/scanner logic to async.  It does not actually make any readers (e.g. 
parquet reader, ipc reader) async.  This will technically solve ARROW-7001 but 
is also a step towards making the readers async.
   
   There should be a performance gain from this with datasets with fewer files 
than # of cores (since we can make the inner reads nested)
   There should be a performance gain from this above and beyond that for CSV 
datasets (since we have a proper async CSV).


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