Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/20567
  
    The root cause is Arrow conversion in Python side interprets binaries as 
`str`, and I here avoided this by checking if the type is what we supported or 
not.
    
    This is the most trivial fix. I made a fix safe and small as possible as I 
can here. I can fix the error message only but the size of change and diff is 
virtually the same - 
https://github.com/apache/spark/pull/20567#issuecomment-365064243.


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