Github user pwendell commented on the pull request:

    https://github.com/apache/spark/pull/4048#issuecomment-70212728
  
    @squito another thing is that we should look at whether these tests really 
need to be integration style tests or not. I've seen people often use 
`local-cluster` because it's easier to write as an integration test, even if 
they just put more effort in they could write a proper unit test.
    
    Alternatively we could try and see if we can run these `local-cluster` 
tests more quickly in general. I don't think anyone has tried to optimize the 
execution time of that test path much.
    
    In an ideal world the vast majority of our tests would actually be unit 
tests - i.e. they would run in milliseconds, so that we can have thousands of 
tests and have them run in a reasonable amount of time.


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