The only tool I have found that checks all those boxes (and then some) is Airflow. I liked it so much that I went to work for Astronomer.io, which is building a

The only tool I have found that checks all those boxes (and then some) is Airflow. I liked it so much that I went to work for Astronomer.io, which is building a managed and on-prem solution to Airflow. It's not the perfect tool, but we are striving to make it better.