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If we port-forward a K8s service, it will select a Pod under the hood. If the Pod is killed, the port-forward command will not automatically switch to another K8s service endpoint. Instead, we need to run the port-forward command again. Hence, we currently forward the RayCluster service instead of RayService service for now.
If we run the port-forward in a separate goroutine and retry if the connection fails, we can use RayService's K8s service which makes more sense.
Chatted with Chi-Sheng. The port-forward command disconnects when the selected Pod is killed and the port receives a new request.