Huaxin Gao created SPARK-29727:
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             Summary: Use UnaryTransformer as parent class for single input 
column transformers in PySpark
                 Key: SPARK-29727
                 URL: https://issues.apache.org/jira/browse/SPARK-29727
             Project: Spark
          Issue Type: Sub-task
          Components: ML, PySpark
    Affects Versions: 3.0.0
            Reporter: Huaxin Gao


In Scala, UnaryTransformer is the parent class of all the single input column 
transformers. In PySpark, we have the corresponding Python version of 
UnaryTransformer but it's not really used. This Jira will make single input 
column transformers in Python to use UnaryTransformer as parent class. 



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