andygrove opened a new issue #684:
URL: https://github.com/apache/arrow-datafusion/issues/684


   **Is your feature request related to a problem or challenge? Please describe 
what you are trying to do.**
   Following on from the discussion in 
https://github.com/apache/arrow-datafusion/issues/661, we are conflating the 
terms concurrency and partitioning in DataFusion and should make some changes 
around this.
   
   **Describe the solution you'd like**
   The `with_concurrency` method in the execution context config builder is 
really referring to the number of partitions to use, rather than concurrency, 
and should therefore be renamed to something like `with_partitions`.
   
   Currently, there is a one to one mapping between concurrency and partitions 
in some places in query execution, but this is likely to change over time. 
Ballista has a very different mapping from concurrency to partitions because of 
the scheduler approach, for example.
   
   **Describe alternatives you've considered**
   None
   
   **Additional context**
   None
   


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