ramitkataria commented on issue #60927:
URL: https://github.com/apache/airflow/issues/60927#issuecomment-3801510675

   Right now, the expected behaviour of deadlines is to execute the callback 
when the Dag run is not in a success state by the deadline time. So it makes 
sense that you're still getting an alert. There is no special handling for when 
you manually mark a Dagrun as failed and I don't think we should have it in the 
backend anyway. I think the solution here would be to add a checkbox in the UI 
to delete the deadline when you manually set the status to failed


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