houqp opened a new pull request #10917:
URL: https://github.com/apache/airflow/pull/10917


   This race condition resulted in task success and failure callbacks being
   called more than once. Here is the order of events that could lead to
   this issue:
   
   * task started running within process 2
   * (process 1) local_task_job checked for task return code, returns None
   * (process 2) task exited with failure state, task state updated as failed 
in DB
   * (process 2) task failure callback invoked through 
taskinstance.handle_failure method
   * (process 1) local_task_job heartbeat noticed task state set to
     failure, mistoken it as state bing updated externally, also invoked task
     failure callback
   
   To avoid this race condition, we need to make sure task callbacks are
   only invoked within a single process.
   
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