Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/15053
  
    Oh, maybe my previous comments were not clear. I meant 
https://github.com/apache/spark/blob/master/python/pyspark/sql/dataframe.py#L18
    
    > Also, is the idea that we would define df globally, and then for the 
docstring of each function we would not do:
    
    For this one, I meant not defining dataframes that were already defined in 
`_test` but just print them in the package level doc string. So.. the complete 
structure would be as below:
    
    ```python
    # Apache license
    # ...
    
    """
    >>> df.show()
    +-----+---+
    | name|age|
    +-----+---+
    |Alice|  2|
    |  Bob|  5|
    +-----+---+
    """
    
    import doctest
    import sys
    
    # Other tests..
    
    def _test():
        # Just leave the dataframe definition as they are
        globs = globals()
        globs['df'] = df = spark.createDataFrame([('Alice', 2), ('Bob', 5)], 
['name', 'age'])
        doctest.testmod(sys.modules[__name__], globs=globs)
    
    if __name__ == "__main__":
        _test()
    ```


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