Ajay Saini created SPARK-21633:
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             Summary: Unary Transformer in Python
                 Key: SPARK-21633
                 URL: https://issues.apache.org/jira/browse/SPARK-21633
             Project: Spark
          Issue Type: New Feature
          Components: ML
    Affects Versions: 2.2.0
            Reporter: Ajay Saini


Currently, the abstract class UnaryTransformer is only implemented in Scala. In 
order to make Pyspark easier to extend with custom transformers, it would be 
helpful to have the implementation of UnaryTransformer in Python as well.

This task involves:
- implementing the class UnaryTransformer in Python
- testing the transform() functionality of the class to make sure it works



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