yu peng created SPARK-19962:
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             Summary: add DictVectorizor for DataFrame
                 Key: SPARK-19962
                 URL: https://issues.apache.org/jira/browse/SPARK-19962
             Project: Spark
          Issue Type: Wish
          Components: ML
    Affects Versions: 2.1.0
            Reporter: yu peng


it's really useful to have something like 
sklearn.feature_extraction.DictVectorizor

Since out features lives in json/data frame like format and 
classifier/regressors only take vector input. so there is a gap between them.



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