Uninstall rabbitmq and reinstall K8S via same bitnami helm script pods fail to start

Question

I\'ve been prototyping K8S and RabbitMQ on a vanilla on-premise K8S instance (i.e. not AWS/Azure). I installed RabbitMQ via the Bitnami Helm script and it worked first time with