kuberay

KubeRay is an open-source Kubernetes operator that facilitates the deployment and management of Ray applications within Kubernetes environments. It features core components such as RayCluster for lifecycle management, RayJob for job execution with automated cluster management, and RayService for high availability and zero-downtime upgrades. Additionally, it offers community-managed components like a Python client and a CLI for streamlined resource management.