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https://issues.apache.org/jira/browse/SPARK-10303?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Josh Rosen updated SPARK-10303:
-------------------------------
    Description: 
See attached screenshot.  For a job that uses SQLContext's JSON reader, the RDD 
DAG visualization shows that Spark is using an inefficient version of Union 
which chains together many UnionRDDs as opposed to the more-efficient form of 
UnionRDD that accepts a larger list of child RDDs.

!screenshot-1.png!

  was:
See attached screenshot.  For a job that uses SQLContext's JSON reader, the RDD 
DAG visualization shows that Spark is using an inefficient version of Union 
which chains together many UnionRDDs as opposed to the more-efficient form of 
UnionRDD that accepts a larger list of child RDDs.




> Spark SQL JSON Reader uses inefficient form of Union operation
> --------------------------------------------------------------
>
>                 Key: SPARK-10303
>                 URL: https://issues.apache.org/jira/browse/SPARK-10303
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>    Affects Versions: 1.5.0
>            Reporter: Josh Rosen
>         Attachments: screenshot-1.png
>
>
> See attached screenshot.  For a job that uses SQLContext's JSON reader, the 
> RDD DAG visualization shows that Spark is using an inefficient version of 
> Union which chains together many UnionRDDs as opposed to the more-efficient 
> form of UnionRDD that accepts a larger list of child RDDs.
> !screenshot-1.png!



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