br413 commented on PR #70161:
URL: https://github.com/apache/airflow/pull/70161#issuecomment-5043140300

   Thanks for the review, @eladkal — fair question.
   
   The first version removed \os.fork()\ by calling lifecycle handlers inline, 
which dropped the process isolation the fork path provided. I've updated the 
approach to match what we already do for DAG-run listeners and manual 
state-change emissions:
   
   1. **Metadata extraction stays in the parent process** (where ORM / task 
objects are available).
   2. **Adapter emission runs via \submit_callable\ → \ProcessPoolExecutor\ 
with \orkserver\ context**, using a new picklable module-level 
\_emit_task_instance_event()\ (same pattern as 
\_emit_manual_state_change_event\ / \_run_adapter_method\).
   
   This removes the Python 3.12 \DeprecationWarning\ without running OL 
transport code synchronously in the multi-threaded worker/scheduler process.
   
   Rebased onto latest \main\ and pushed. Happy to address any further feedback.


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