Github user shijinkui commented on the pull request: https://github.com/apache/spark/pull/2751#issuecomment-59157814 the Pool#checkSpeculatableTasks method named ambiguity. TaskSetManager.checkSpeculatableTasks:Check for tasks to be speculated and return true if there are any it put the specula table task to Map: speculatableTasks bad smell design
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