Github user wesolowskim commented on the issue:

    https://github.com/apache/spark/pull/14137
  
    I agree it is possible however quite hard in this case. You loose reference 
to workGraph few times before materialization occurs, and then few graphs get 
materialized at the same time. Testing is also troublesome, because you have to 
actually check if something didn't get unpersisted too early and that requires 
big graph (and long running program) or sophisticated code to check it. 
    I pushed my last commit that corrects mistakes you pointed out and 
additionally removes some cache() that was superfluous. 


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