Github user squito commented on the pull request:

    https://github.com/apache/spark/pull/6545#issuecomment-107985041
  
    It makes sense that the issue might be from caching applications.  I think 
@tsudukim wasn't saying that "spark.history.retainedApplications = 0" is a 
permanent solution, just a temporary workaround if you need this in a currently 
deployed system.
    
    It seems like  [this one 
commit](https://github.com/XuTingjun/spark/commit/a097bd81807c6079a5f7cd5f6f7fb3e09fea8bd7)
 was trying to solve the problem by preventing caching of incomplete apps, 
right?  Those changes look reasonable -- do they solve the problem alone?  
there is a lot of other stuff in this PR that seems pretty irrelevant, so its 
hard to make sense of it.  Again, a test case would help out a lot.


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