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https://issues.apache.org/jira/browse/SPARK-3821?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14276572#comment-14276572
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Florian Verhein commented on SPARK-3821:
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Thanks [~nchammas], that makes sense.

Created #SPARK-5241.
I'm not sure about the pre-built scenario, but am guessing e.g. 
http://s3.amazonaws.com/spark-related-packages/spark-1.2.0-bin-hadoop2.4.tgz != 
http://s3.amazonaws.com/spark-related-packages/spark-1.2.0-bin-cdh4.tgz. So 
perhaps the intent is that the spark-ec2 scripts only support cdh 
distributions...  

> Develop an automated way of creating Spark images (AMI, Docker, and others)
> ---------------------------------------------------------------------------
>
>                 Key: SPARK-3821
>                 URL: https://issues.apache.org/jira/browse/SPARK-3821
>             Project: Spark
>          Issue Type: Improvement
>          Components: Build, EC2
>            Reporter: Nicholas Chammas
>            Assignee: Nicholas Chammas
>         Attachments: packer-proposal.html
>
>
> Right now the creation of Spark AMIs or Docker containers is done manually. 
> With tools like [Packer|http://www.packer.io/], we should be able to automate 
> this work, and do so in such a way that multiple types of machine images can 
> be created from a single template.



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