hazemAmr0 opened a new issue, #45845:
URL: https://github.com/apache/airflow/issues/45845

   ### Description
   
   When running an AWS Glue job via Airflow, there appears to be a memory leak 
in the task rate monitoring component. After the job runs for a few hours, 
memory usage steadily increases, leading to crashes.
   
   
   ### Use case/motivation
   
   Improved memory management would help ensure long-running jobs, such as 
large data processing tasks, can run smoothly without crashes.
   
   
   
   
   ### Related issues
   
   No specific stack trace, just system logs indicating out-of-memory (OOM) 
errors.
   
   Files and functions to be edited (if known):
   Potentially related to the AWSGlueJobOperator or task rate monitoring 
functions in Airflow.
   
   
   ### Are you willing to submit a 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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