dstandish edited a comment on issue #19346:
URL: https://github.com/apache/airflow/issues/19346#issuecomment-1046065769


   @hojatbay
   
   > What if I don't want to or I cannot increase the timeout period? In my 
case I need to retry for a period of 24 hours so if I increase the timeout to 
24 hours then the task will not release the slot in my environment for 24 hours 
(its basically a running task that takes 24 hours to complete). As other 
similar tasks come in, they also take some slots and my environment finally 
ends up with too many running tasks and causing other issues.
   
   This is a very obvious case for deferrable operators: 
https://airflow.apache.org/docs/apache-airflow/stable/concepts/deferring.html#:~:text=A%20deferrable%20operator%20is%20one,to%20something%20called%20a%20Trigger.


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