Github user mridulm commented on the issue:

    https://github.com/apache/spark/pull/17610
  
    bq. I don't get it. But I think the stack trace shows why this dead-lock 
happens.
    Based on your description/stacktrace, I get why the deadlock happens - what 
I meant was, do any of the super.* methods invoked in the `stop` call tree 
assume they are invoked with `this` already locked ?
    
    If not, then a narrow lock on `this` just to flip the state of `stopped` 
might be better. An `AtomicBoolean` will introduce a new lock (which is not 
required here I think).
    The deadlock occurs because we are calling rpc with the lock held already 
(which is probably be a pattern we should somehow catch since it will 
invariably cause deadlocks !)


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