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https://issues.apache.org/jira/browse/SPARK-3821?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14162755#comment-14162755
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Shivaram Venkataraman commented on SPARK-3821:
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1. Yes - the same stuff is installed on master and slaves. In fact they have 
the same AMI.

2. The base Spark AMI is created using `create_image.sh` (from a base Amazon 
AMI) -- After that we pass in the AMI-ID to `spark_ec2.py` which calls 
`setup.sh` on the master.  

> 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
>
> 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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