Github user andrusha commented on the issue:

    https://github.com/apache/spark/pull/21260
  
    @liyinan926 now `hostPath`, `emptyDir` and `peristentVolumeClaim` are 
supported. That's enough to cover most of the use-cases as PVC volumes can be 
cloud-specific, say AWS EFS. I've also added tests and documentation.
    
    Would appreciate feedback on documentation, as we have to make clear which 
features are supported.
    
    Following refactorings might be done:
    1. Introduce `KubernetesConf.empty` so it would be simpler to add new specs 
and will results in less merge conflicts.
    2. Encode `KubernetesVolumeSpec.volumeType` as ADT `sealed trait 
KubernetesVolumeType` so compiler exhaustiveness checks can be done.


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