Github user dhruve commented on the issue:

    https://github.com/apache/spark/pull/19194
  
    Configuring at the stage level seems to be the appropriate and more 
deterministic choice. If we agree on changing the API, we can start another 
effort looking in that direction. Till then we can mark this feature as 
experimental or have an undocumented config.


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