Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/15053
  
    Hi @mortada , I am sorry that I am a bit being noisy here but I just took a 
look for myself.
    
    I resembled the PySpark structure and made a draft for myself.
    
    ```python
    """
    >>> print df
    [1, 2, 3]
    >>> print df2
    []
    """
    
    import doctest
    import sys
    
    
    def my_function(a, b):
        """
        >>> my_function(df[0], df[1])
        2
        """
        return a * b
    
    
    if __name__ == "__main__":
        globs = globals()
        globs['df'] = [1, 2, 3]
        globs['df2'] = []
        doctest.testmod(sys.modules[__name__], globs=globs)
    ```
    
    If we do this, we would be able to just add 
    
    ```
    """
    >>> print df
    [1, 2, 3]
    >>> print df2
    []
    """
    ```
    
    on the top as a docstring and remove all the duplicated dataframe 
definitions in each doc string.
    
    I guess this will be a minimal change and also satisfy your demands here 
with making the docstring clear.


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