dirrao opened a new issue, #35676:
URL: https://github.com/apache/airflow/issues/35676

   ### Apache Airflow version
   
   main (development)
   
   ### What happened
   
   During scheduler restart, when the pods are already launched by the previous 
scheduler and in a pending state (task still in queued state), the new 
scheduler will move those queued tasks from queued state to reschedule. It 
leads to lunching the task pods again. I wouldn't expect to relaunch the task 
pods when they are already launched.
   
   ### What you think should happen instead
   
   It should detect the existing pods for the queued tasks and not move those 
tasks from the queued state to the reschedule state 
   
   ### How to reproduce
   
   Launch the task worker pods with any of the existing DAGs and restart the 
scheduler process/pod and the new scheduler will launch the same task pods 
again when the existing task pod is still in a queued state
   
   ### Operating System
   
   CentOS 6
   
   ### Versions of Apache Airflow Providers
   
   apache-airflow-providers-cncf-kubernetes=7.9.0
   
   ### Deployment
   
   Other Docker-based deployment
   
   ### Deployment details
   
   Terraform
   
   ### Anything else
   
   _No response_
   
   ### Are you willing to submit PR?
   
   - [X] Yes I am willing to submit a PR!
   
   ### Code of Conduct
   
   - [X] I agree to follow this project's [Code of 
Conduct](https://github.com/apache/airflow/blob/main/CODE_OF_CONDUCT.md)
   


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