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https://issues.apache.org/jira/browse/SPARK-2159?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Sean Owen resolved SPARK-2159.
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       Resolution: Won't Fix
    Fix Version/s:     (was: 1.2.0)

The discussion in the PR suggests this is WontFix. 
https://github.com/apache/spark/pull/1230#issuecomment-54045637

> Spark shell exit() does not stop SparkContext
> ---------------------------------------------
>
>                 Key: SPARK-2159
>                 URL: https://issues.apache.org/jira/browse/SPARK-2159
>             Project: Spark
>          Issue Type: Bug
>          Components: Spark Core
>    Affects Versions: 1.0.0
>            Reporter: Andrew Or
>            Priority: Minor
>
> If you type "exit()" in spark shell, it is equivalent to a Ctrl+C and does 
> not stop the SparkContext. This is used very commonly to exit a shell, and it 
> would be good if it is equivalent to Ctrl+D instead, which does stop the 
> SparkContext.



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