damccorm opened a new issue, #20761:
URL: https://github.com/apache/beam/issues/20761

   See 
https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.Series.apply.html
   
   convert_dtype=True indicates that pandas should observe the output and set 
the dtype to something other than object if possible. We should intercept this 
argument and use type inference to set the dtype. We can't rely on pandas' 
inference since our implementation can't observe the entire dataset. 
   
   Imported from Jira 
[BEAM-11627](https://issues.apache.org/jira/browse/BEAM-11627). Original Jira 
may contain additional context.
   Reported by: bhulette.


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