Github user liyinan926 commented on the issue:

    https://github.com/apache/spark/pull/21067
  
    +1 on what @foxish said. If using a Job is the right way to go ultimately, 
it's good to open discussion with sig-apps on adding an option to the Job API & 
controller to use deterministic pod names as well as to offer the exactly-once 
semantic. Spark probably is not the only use case needing such a semantic 
guarantee.


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