kaxil commented on a change in pull request #13920:
URL: https://github.com/apache/airflow/pull/13920#discussion_r567055461



##########
File path: airflow/jobs/scheduler_job.py
##########
@@ -1571,16 +1585,25 @@ def _create_dag_runs(self, dag_models: 
Iterable[DagModel], session: Session) ->
                 continue
 
             dag_hash = self.dagbag.dags_hash.get(dag.dag_id)
-            dag.create_dagrun(
-                run_type=DagRunType.SCHEDULED,
-                execution_date=dag_model.next_dagrun,
-                start_date=timezone.utcnow(),
-                state=State.RUNNING,
-                external_trigger=False,
-                session=session,
-                dag_hash=dag_hash,
-                creating_job_id=self.id,
-            )
+            # Explicitly check if the DagRun already exists. This is an edge 
case
+            # where a Dag Run is created but `DagModel.next_dagrun` and 
`DagModel.next_dagrun_create_after`
+            # are not updated.
+            # We opted to check DagRun existence instead
+            # of catching an Integrity error and rolling back the session i.e
+            # we need to run self._update_dag_next_dagruns if the Dag Run 
already exists or if we
+            # create a new one. This is so that in the next Scheduling loop we 
try to create new runs
+            # instead of falling in a loop of Integrity Error.
+            if (dag.dag_id, dag_model.next_dagrun) not in active_dagruns:

Review comment:
       `dag_model.next_dagrun` isn't updated so it will still have the old 
value which is what we want to check -- that we don't try to recreate the same 
dag run otherwise it will error with Unique Constraint Violation error




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