Github user felixcheung commented on the issue:

    https://github.com/apache/spark/pull/19621
  
    stringindexer is set automatically for index column. are we having breaking 
API change here?
    
https://github.com/apache/spark/blob/master/mllib/src/main/scala/org/apache/spark/ml/feature/RFormula.scala#L216



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