ephraimbuddy commented on a change in pull request #19769:
URL: https://github.com/apache/airflow/pull/19769#discussion_r783662283



##########
File path: airflow/executors/celery_executor.py
##########
@@ -377,6 +385,49 @@ def _check_for_stalled_adopted_tasks(self):
             for key in timedout_keys:
                 self.change_state(key, State.FAILED)
 
+    @provide_session
+    def _clear_stuck_queued_tasks(self, session: Session = NEW_SESSION) -> 
None:
+        """
+        Tasks can get stuck in queued state in DB while still not in
+        worker. This happens when the worker is autoscaled down and
+        the task is queued but has not been picked up by any worker prior to 
the scaling.
+
+        In such situation, we update the task instance state to scheduled so 
that
+        it can be queued again. We chose to use task_adoption_timeout to decide
+        """
+        if not isinstance(app.backend, DatabaseBackend):
+            # We only want to do this for database backends where

Review comment:
       I can't figure how it could be solved in Redis. Do you have a 
reproductive step for Redis just like in #19699




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