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https://issues.apache.org/jira/browse/SPARK-16406?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Herman van Hovell resolved SPARK-16406.
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       Resolution: Fixed
    Fix Version/s: 2.4.0

> Reference resolution for large number of columns should be faster
> -----------------------------------------------------------------
>
>                 Key: SPARK-16406
>                 URL: https://issues.apache.org/jira/browse/SPARK-16406
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 2.0.0
>            Reporter: Herman van Hovell
>            Assignee: Herman van Hovell
>            Priority: Major
>             Fix For: 2.4.0
>
>
> Resolving columns in a LogicalPlan on average takes n / 2 (n being the number 
> of columns). This gets problematic as soon as you try to resolve a large 
> number of columns (m) on a large table: O(m * n / 2)



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