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

    https://github.com/apache/spark/pull/21471#discussion_r192213081
  
    --- Diff: python/pyspark/sql/functions.py ---
    @@ -2548,6 +2549,10 @@ def pandas_udf(f=None, returnType=None, 
functionType=None):
            |  2|6.0|
            +---+---+
     
    +       .. note:: If returning a new `pandas.DataFrame` constructed with a 
dictionary, it is
    --- End diff --
    
    K. I think sphinx supports these 
http://www.sphinx-doc.org/en/master/usage/restructuredtext/basics.html#directives
    
    "caution" or "warning" seems more appropriate but note works too.


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