Github user k-yokoshi commented on a diff in the pull request:

    https://github.com/apache/spark/pull/13036#discussion_r82816487
  
    --- Diff: python/pyspark/sql/dataframe.py ---
    @@ -470,7 +470,7 @@ def sampleBy(self, col, fractions, seed=None):
             +---+-----+
     
             """
    -        if not isinstance(col, str):
    +        if not isinstance(col, basestring):
    --- End diff --
    
    I agree with you. There is no problem caused by allowing unicode here.
    As you mentioned, it's better to handle `'a'` and `u'a'` because there are 
few cases that unicode is passed. (e.g. when `__future__.unicode_literals` is 
imported in Python 2.) 



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