gdevanla opened a new pull request #8699:
URL: https://github.com/apache/airflow/pull/8699


   The 'scheduler' needs to only check if the executor has started the task by 
checked the 'running' dictionary of the executor instance. The entry in the 
`Executor.queued_tasks` will be over-written with a new task-instance. 
   
   This change assumes the `running` instance attributes of `Executor` signals 
the `scheduler` to not requeue the task. 
   
   ---
   Make sure to mark the boxes below before creating PR: [x]
   
   - [ x] Description above provides context of the change
   - [ x] Unit tests coverage for changes (not needed for documentation changes)
   - [x ] Target Github ISSUE in description if exists
   - [ x] Commits follow "[How to write a good git commit 
message](http://chris.beams.io/posts/git-commit/)"
   - [x ] Relevant documentation is updated including usage instructions.
   - [ x] I will engage committers as explained in [Contribution Workflow 
Example](https://github.com/apache/airflow/blob/master/CONTRIBUTING.rst#contribution-workflow-example).
   
   ---
   In case of fundamental code change, Airflow Improvement Proposal 
([AIP](https://cwiki.apache.org/confluence/display/AIRFLOW/Airflow+Improvements+Proposals))
 is needed.
   In case of a new dependency, check compliance with the [ASF 3rd Party 
License Policy](https://www.apache.org/legal/resolved.html#category-x).
   In case of backwards incompatible changes please leave a note in 
[UPDATING.md](https://github.com/apache/airflow/blob/master/UPDATING.md).
   Read the [Pull Request 
Guidelines](https://github.com/apache/airflow/blob/master/CONTRIBUTING.rst#pull-request-guidelines)
 for more information.
   


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