Github user foxish commented on the issue:

    https://github.com/apache/spark/pull/19954
  
    @mridulm We did have some discussions on resource localization at some 
point. This is a powerful mechanism when coupled with a resource staging server 
(in the future). There is a cost per-pod when using localization in this 
manner, but there is an alternative - using a docker image baked with 
dependencies accomplishes that, since k8s does node-level caching of the 
downloaded images, so, one would pay the cost only once per node.


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