Github user vanzin commented on the issue:

    https://github.com/apache/spark/pull/16387
  
    @samkum  can you reply to the questions above? This PR is basically blocked 
on your feedback that it makes things worse.
    
    > @samkum did you try this patch without the "spill map on every call" 
behavior (basically returning "false" instead of spilling the in-memory map 
when the iterator doesn't exist)?
    >
    > If that case also results in increased gc, maybe your app just needs more 
memory. That would be the case where the assert would trigger before.
    



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