GitHub user prayaagmahajan added a comment to the discussion: [Memory Leak] 
Memory usage scales linearly and does not release after DAG execution in 
webserver(High), celery and scheduler

Hi @wjddn279 , We are submitting queries to a MySQL engine via a wrapper. The 
'execution time' we are tracking is the total time the task process stays 
active in the pipeline, which includes the connection handoff and the actual 
SQL execution.

And Yes there is no difference to each query execution time just by executing 
the query!

GitHub link: 
https://github.com/apache/airflow/discussions/61684#discussioncomment-15785316

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