Peter Rudenko created SPARK-8442:
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             Summary: FitTransform method for pipeline
                 Key: SPARK-8442
                 URL: https://issues.apache.org/jira/browse/SPARK-8442
             Project: Spark
          Issue Type: Improvement
          Components: ML
    Affects Versions: 1.4.0
            Reporter: Peter Rudenko


Currently in pipeline fit's method the data is transformed and keep tracked 
through the whole pipeline. But it returns only PipelineModel, so after need to 
call PipelineModel.transform - and to do the same job twice. 

Need to implement method:
{code}
def fitTransform(dataset: Dataframe): (PipelineModel, Dataframe)
{code}

That would returned PipelineModel and transformed dataframe.



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