Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/7164#issuecomment-117792046
  
    LGTM. We haven't seen any failure from the Scala unit tests. It is strange 
to see indeterministic behavior here. @yanboliang Could you copy one example 
from Scala unit tests to Python and run it multiple times? Btw, when you update 
the PR, please move the code example from `PICModel` to `PIC`, since users 
usually start with `PIC`.


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