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https://issues.apache.org/jira/browse/SPARK-890?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Patrick Wendell resolved SPARK-890.
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    Resolution: Fixed

Spark context was made thread-safe a long time ago. 

> Allow multiple parallel commands in spark-shell
> -----------------------------------------------
>
>                 Key: SPARK-890
>                 URL: https://issues.apache.org/jira/browse/SPARK-890
>             Project: Spark
>          Issue Type: New Feature
>            Reporter: Matei Zaharia
>
> While a long command is running, it would be cool to still query the dataset 
> from another window. This might be possible with a UI in front of spark-shell 
> (there's no reason why the REPL environment can't be shared).



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