ashb commented on a change in pull request #16182:
URL: https://github.com/apache/airflow/pull/16182#discussion_r663762422



##########
File path: airflow/jobs/scheduler_job.py
##########
@@ -807,6 +810,37 @@ def _clean_tis_without_dagrun(self, session):
                     raise
             guard.commit()
 
+    @provide_session
+    def _clean_tis_without_dag(self, session: Session = None):
+        """Fails task instances and DagRuns of DAGs that no longer exist in 
the dagbag/DB"""
+        states_to_check = State.unfinished - frozenset([State.NONE, 
State.SHUTDOWN])
+        tis = session.query(TI).filter(TI.state.in_(states_to_check)).all()
+        missing_dags = {}
+        dag_runs = set()
+
+        for ti in tis:
+            if ti.dag_id in missing_dags:
+                ti.set_state(State.FAILED, session=session)
+                continue
+            # Dag no longer in dagbag?
+            if not self.dagbag.has_dag(ti.dag_id, session=session):
+                ti.set_state(State.FAILED, session=session)

Review comment:
       I wonder if this (and L823) should be set to State.REMOVED? It might be 
clearer for debugging for the user than a failure without any logs.




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