Liang-Chi Hsieh created SPARK-22001:
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             Summary: ImputerModel can do withColumn for all input columns at 
one pass
                 Key: SPARK-22001
                 URL: https://issues.apache.org/jira/browse/SPARK-22001
             Project: Spark
          Issue Type: Improvement
          Components: SQL
    Affects Versions: 2.2.0
            Reporter: Liang-Chi Hsieh


SPARK-21690 makes one-pass {{Imputer}} by parallelizing the computation of all 
input columns. When we transform dataset with {{ImputerModel}}, we do 
{{withColumn}} on all input columns sequentially. We can also do this on all 
input columns at once.



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