Github user BryanCutler commented on the issue:

    https://github.com/apache/spark/pull/21427
  
    > what will happen if the given schema names are numbers? could we 
recognise it?
    The schema names will be integers as strings, so they are treated same as 
any string.  This is only if the pandas column names are not strings, e.g. 
integers.


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