I've tried working with the next_execution but stumbled on some problems. For example, if the dag hasn't run yet, I got error since it tries to fetch it from the database. Please keep this in mind. Personally I would prefer a next_execution date that is computed based on the schedule instead or having the scheduler fill this.
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