Manoj Kumar created SPARK-8678:
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             Summary: Default values in Pipeline API should be immutable
                 Key: SPARK-8678
                 URL: https://issues.apache.org/jira/browse/SPARK-8678
             Project: Spark
          Issue Type: Bug
          Components: ML, PySpark
            Reporter: Manoj Kumar


If the default params are mutable, then if the function or method is called 
again without any value for the default params, then the changed values are 
used.



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