Github user sitalkedia commented on the issue:

    https://github.com/apache/spark/pull/19048
  
    @jiangxb1987 - I agree with you. I do not have the context or history to 
comment on that. Unfortunately, the api has been designed that way and book 
keeping of target number of executors is done by the CGSB. Changing the 
existing scheduler behavior will require a bigger change and possibly breaking 
some existing api behavior which I think is out of the scope of this PR.


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