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https://issues.apache.org/jira/browse/SPARK-17313?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15451428#comment-15451428
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Sean Owen commented on SPARK-17313:
-----------------------------------

I don't think this is what the OP means. This is about 'yarn-client' vs 
'yarn-cluster' mode in Spark. The shell has to run in yarn-client mode because 
you're presenting an interactive shell to a user on machine X and so the driver 
needs to run on machine X. Otherwise it's possible in yarn-cluster mode to run 
the Spark job from machine X but have it start the driver within the cluster. 
You can't use Zeppelin with 'yarn-cluster' mode right now either.

> Support spark-shell on cluster mode
> -----------------------------------
>
>                 Key: SPARK-17313
>                 URL: https://issues.apache.org/jira/browse/SPARK-17313
>             Project: Spark
>          Issue Type: New Feature
>            Reporter: Mahmoud Elgamal
>
> The main issue with the current spark shell is that the driver is running on 
> the user machine. If the driver resource requirement is beyond user machine 
> capacity, then spark shell will be useless. If we are to add the cluster 
> mode(Yarn or Mesos ) for spark shell via some sort of proxy where user 
> machine only hosts a rest client to the running driver at the cluster, the 
> shell will be more powerful



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