liupc commented on issue #27604: [SPARK-30849][CORE][SHUFFLE]Fix application failed due to failed to get MapStatuses broadcast block URL: https://github.com/apache/spark/pull/27604#issuecomment-596449418 > Ok, I get your point now. Let me paraphrase it to see if I understand correctly: > > Assuming we have stage0 finished while stage1 and stage2 are running concurrently and both depend on stage0. > > Task from stage1 hit `FetchFailedException` and causes stage0 to re-run. At the same time, task X in stage2 is still running. Since there's multiple tasks from stage0 are running at the same time and each time a task from stage0 finished will invalidate cached map status(destroy broadcast), thus, task X has high possibility to hit IOException(a.k.a `Failed to get broadcast`) after fetching broadcasted map status from driver(because tasks from stage0 are continuously destroying the broadcast at the same time). > > Also, in `TaskSetManager` side, it treats the exception as a counted task failure(rather than FetchFailed) and retry the task and then hit the same exception again and again. That's it! Thanks for reviewing.
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