Github user kayousterhout commented on the issue:

    https://github.com/apache/spark/pull/12951
  
    The naming on this PR is somewhat confusing, because it looks like 
maxShares is supposed to return the maximum number of *remaining* tasks that 
can be run, rather than the maximum number of tasks that can be running at a 
time.  The current name implies the latter.  Is it possible to use a more 
descriptive name for this? maxRemainingTasks? I don't have a great idea here 
but maybe others do?


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