GitHub user potiuk added a comment to the discussion: Scheduler performance 
with large number of mapped task instances

Interesting discussion. I converted issue to discussion due to that.

One of the aims of Airlfow 3 is to heavily limit overhead for running many 
small(ish) tasks. I personally call it a "stream-ish" experience.

 I suggest you save your tests and repeat it when Airflow 3 rc will be out (in 
2-3 months}.

Alternatively I invite you to look and comment and review changes that are 
coming as part of  
https://cwiki.apache.org/confluence/display/AIRFLOW/AIP-72+Task+Execution+Interface+aka+Task+SDK.
 that mainly aims to achieve that goal. Any input, feedback, PR review, comment 
on details of it are welcome - look for 
https://github.com/orgs/apache/projects/405 project where the work is tracked.

GitHub link: 
https://github.com/apache/airflow/discussions/46044#discussioncomment-11954529

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