ahmedabu98 commented on PR #31837:
URL: https://github.com/apache/beam/pull/31837#issuecomment-2221826642

   [Before fix] Job writing 20B records: 
[2024-07-10_14_16_17-4717587713994683558](https://pantheon.corp.google.com/dataflow/jobs/us-central1/2024-07-10_14_16_17-4717587713994683558)
   
   Eventually hits long-term quota and experiences consistent failure until the 
pipeline gives up:
   
   
![image](https://github.com/apache/beam/assets/65791736/ff4f0139-6f7a-464b-afb2-0f3ca8db8384)
   _______________
   [After fix] identical job writing 20B records: 
[2024-07-10_15_51_42-2248769606448533416](https://pantheon.corp.google.com/dataflow/jobs/us-central1/2024-07-10_15_51_42-2248769606448533416)
   
   Enough breathing space is created so that the pipeline can survive until the 
quota cools off:
   
   <img width="2014" alt="image" 
src="https://github.com/apache/beam/assets/65791736/06321d64-9faa-4a27-95ec-9e1ef0cf970a";>
   
   
   Throughout a pipeline's lifecycle, the long-term quota can be repeatedly 
exhausted but the pipeline remains resilient:
   
   <img width="2041" alt="image" 
src="https://github.com/apache/beam/assets/65791736/420fe9bf-69f0-43fd-a560-1d074998d755";>
   


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