kaxil opened a new pull request, #55238:
URL: https://github.com/apache/airflow/pull/55238

   Email notifications for task failures and retries are now handled by the DAG 
processor instead of the scheduler, maintaining the architectural principle 
that the scheduler should never execute user code - even if it is just sending 
emails.
   
   Key changes:
   - Add `EmailCallbackRequest` for failure/retry notifications
   - Update scheduler to send email callback requests via executor to the DB
   - Remove email handling from TaskInstance.handle_failure method
   - Simplify fetch_handle_failure_context to remove template context usage
   
   This ensures the scheduler remains isolated from user code execution while 
preserving email notification functionality through the existing callback 
request pattern used for task and DAG callbacks.
   
   Part of #52141
   
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