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

    https://github.com/apache/spark/pull/5750#discussion_r29306565
  
    --- Diff: python/pyspark/sql/functions.py ---
    @@ -33,17 +33,36 @@
     __all__ = ['countDistinct', 'approxCountDistinct', 'udf']
     
     
    -def _create_function(name, doc=""):
    +def _function_obj(sc, is_math=False):
    +    if not is_math:
    +        return sc._jvm.functions
    +    else:
    +        return sc._jvm.mathfunctions
    +
    +
    +def _create_function(name, doc="", is_math=False, binary=False):
         """ Create a function for aggregator by name"""
    -    def _(col):
    +    def _(col1, col2=None):
    --- End diff --
    
    It is somewhat strange to have col2 be default None. I think it's easier if 
we just create a _create_binary_function function.



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