Github user vanzin commented on the issue: https://github.com/apache/spark/pull/21577 I think Ryan's change might still be good to introduce (i.e. a change that replaces the attempt id in that code with something a little more unique), regardless of any fix here. The unit tests I added artificially re-creates the calls that would lead to the situation, but I haven't tried to create a test case that would run things through the scheduler.
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