Github user akopich commented on the pull request:

    https://github.com/apache/spark/pull/1269#issuecomment-57666485
  
    Thanks a lot for your investigation!
    I'll try to reproduce the problem tomorrow. Could you please provide me 
with the dataset you've used (or, at least, with statistics like size, number 
of words) and describe your hardware configuration?
    
    By the way. Didn't you notice that it takes more and more time to perform 
an iteration? This problem was reported by some users though I didn't manage to 
reproduce it. 


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