alisha-1000 commented on issue #40673:
URL: https://github.com/apache/beam/issues/40673#issuecomment-6336171436

   Hi @tvalentyn,
   
   I’m interested in contributing to this issue. Based on the investigation and 
the discussion around `spawn_process=True`, I’d like to help evaluate the 
proposed approach and its implications for `MultiProcessShared`.
   
   I can focus on the following areas:
   - Reviewing the implementation in 
`apache_beam/utils/multi_process_shared.py`.
   - Investigating the behavior of `spawn_process=True`, particularly its 
impact on model inference, lifecycle management, and metrics.
   - Developing regression tests to verify that the reported deadlock is 
prevented.
   - Checking for potential compatibility issues or unintended side effects.
   
   Would you recommend starting with the regression tests or investigating the 
implementation and its interactions with the model manager first?
   
   Thank you.


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