Github user jerryshao commented on the pull request: https://github.com/apache/spark/pull/11205#issuecomment-186486879 Hi @andrewor14 , thanks a lot for your comments. The reason why I introduce another data structure to track each executor's stage and task numbers is mentioned before and I pasted here again: >Executors may never be idle. Currently we use the executor to tasks mapping relation to identify the status of executors, in maximum task failure situation, some TaskEnd events may never be delivered, which makes the related executor always be busy. According to my test, TaskEnd event may not be delivered as the expected number, which will make executor never be released. So compared to the old implementation, I changed to clean the related task number when stage is completed. That's why I introduce a complicated data structure.
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