GitHub user potiuk added a comment to the discussion: Dynamic Pool Allocation 
Based on Runtime Parameters

Currently not possible because pools are used as selection criteria when you 
select which tasks to schedule. If you would like to invest your time and 
effort in figuring out what to change, you would have to dig deep in how 
scheduler works and probably figure another mechanism that could be used more 
dynamically, but this is rather serious architectural change and would require 
somoene (you or maybe you can find and encourage someone to attempt it) - to 
write an AIP (Airflow Improvement Proposal) - 
https://cwiki.apache.org/confluence/display/AIRFLOW/Airflow+Improvement+Proposals
 and likely a POC (Proof of Concept implementing it). 

This is open-source and it means that whoever wants might attempt it and 
contribute it.

GitHub link: 
https://github.com/apache/airflow/discussions/47860#discussioncomment-12526336

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