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https://issues.apache.org/jira/browse/SPARK-8345?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Joseph K. Bradley updated SPARK-8345:
-------------------------------------
    Summary: Add an SQL node as a feature transformer  (was: Add an SQL node as 
a feature tranformer)

> Add an SQL node as a feature transformer
> ----------------------------------------
>
>                 Key: SPARK-8345
>                 URL: https://issues.apache.org/jira/browse/SPARK-8345
>             Project: Spark
>          Issue Type: New Feature
>          Components: ML
>            Reporter: Xiangrui Meng
>
> Some simple feature transformations can take leverage on SQL operators. Users 
> do not need to create an ML transformer for each of them. We can have an SQL 
> transformer that executes an SQL command which operates on the input 
> dataframe.
> {code}
> val sql = new SQL()
>   .setStatement("SELECT *, length(text) AS text_length FROM __THIS__")
> {code}
> where "__THIS__" will be replaced by a temp table that represents the 
> DataFrame.



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