Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/22524
  
    Thanks @mgaido91. Resetting a flag in blocking operators is feasible 
solution I think for now to solve this issue that limit operator consumes all 
inputs. For current blocking operators, we should add enough regression tests. 
I think we won't frequently add new operators, although I agree that the 
maintenance might be a potential issue.
    
    I'm not sure about a global boolean is significant different than current 
flag. This flag is already a global boolean variable.
    
    Fortunately I think this might not be so urgent to fix (is it?), so we may 
be able to wait for more options.
    
    
    



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