Github user edlee123 commented on the issue:

    https://github.com/apache/spark/pull/18378
  
    Ok I see, I can see part of the rationale is performance (from discussion 
of astype above) and consistency with pyarrow   
https://arrow.apache.org/docs/python/pandas.html
    
    I guess without knowing much about the work with Arrow I was expecting it 
to be consistent with how pandas converts python types e.g in Spark 2.2 
    
    What happens with Double and DateType?
    



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