@Fokko I think that is the more complete solution in this case, it will just 
involve more thought around `start_date` and `end_date` and how they interact 
with the new "periods" feature described above. While potentially not 
significant, this new feature will likely add more logic to the scheduler loop 
and that trade-off needs to be considered.

With the maintainers' blessing, I can take this one and move forward with the 
feature as discussed. 

[ Full content available at: 
https://github.com/apache/incubator-airflow/pull/3702 ]
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