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https://issues.apache.org/jira/browse/SPARK-17313?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15450194#comment-15450194
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Ewan Leith commented on SPARK-17313:
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I think Apache Zeppelin and Spark Notebook both cover this requirement better 
than the Spark shell ever will? The installation requirements for either are 
fairly minimal and give you all sorts of additional benefits over the raw shell.

> 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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