Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/5173#discussion_r28483601
  
    --- Diff: python/pyspark/mllib/feature.py ---
    @@ -216,7 +221,10 @@ def __init__(self, numFeatures=1 << 20):
     
         def indexOf(self, term):
             """ Returns the index of the input term. """
    -        return hash(term) % self.numFeatures
    +        # hash of string is not portable in Python 3
    +        if isinstance(term, unicode):
    +            term = term.encode('utf-8')
    +        return (binascii.crc32(term) & 0x7FFFFFFF) % self.numFeatures
    --- End diff --
    
    Any performance overhead with the new approach?


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