Github user jkbradley commented on the issue:

    https://github.com/apache/spark/pull/20442
  
    @huaxingao  Thanks for this follow-up!  I realized that 
https://github.com/apache/spark/pull/19715 introduced a breaking change which 
we missed in Spark 2.3 QA:  In Spark 2.2, a user could set inputCol but not set 
outputCol (since outputCol has a default value).  The new check causes such 
user code to start failing in Spark 2.3.
    
    Since you're already working on this follow-up, would you mind adding a 
unit test which checks this?  (Setting inputCol but not outputCol, and making 
sure that works.)


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