turbaszek commented on issue #12583:
URL: https://github.com/apache/airflow/issues/12583#issuecomment-732770204


   @JenniferYingyiWu2020 I'm afraid that Airflow natively does not support 
building DAGs in declarative way (either using json or yaml). But you can 
definitely write your own code generator that will convert your json to Airflow 
DAG file (.py file). You may want to take a look at this:
   https://github.com/chriscardillo/gusty
   https://github.com/Barski-lab/cwl-airflow


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