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[Serve] Fix serve non atomic shutdown (#36927)
Currently we are relying on the client to wait for all the resources before shutting off the controller. This caused the issue for when they interrupt the process and can cause incomplete shutdown. In this PR we moved the shutdown logic into the event loop which would be triggered by a `_shutting_down` flag on the controller. So even if the client interrupted the process, the controller will continue to shutdown all the resources and then kill itself.
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