# Ray Kubernetes Operator

The Ray Operator is a Kubernetes operator to automate provisioning, management, autoscaling and operations of Ray clusters deployed to Kubernetes.

Some of the main features of Ray-Operator are:
- user management via CRD
- heterogeneous pods in one Ray cluster with specific affinity, toleration and other pre-defined settings
- monitoring via Prometheus
- HA for Ray Kubernetes Operator, there will be a lead election if lead crashes

## File structure:
> ```
> ray/deploy/ray-operator
> ├── api/v1alpha1  // Package v1alpha1 contains API Schema definitions for the ray v1alpha1 API group
> │   ├── groupversion_info.go // contains common metadata about the group-version
> │   ├── raycluster_types.go  // RayCluster field definitions, user should focus
> │   └── zz_generated.deepcopy.go // contains the autogenerated implementation of the aforementioned runtime.Object interface, which marks all of our root types as representing Kinds.
> │   
> └── config   // contains Kustomize YAML definitions required to launch our controller on a cluster,hold our CustomResourceDefinitions, RBAC configuration, and WebhookConfigurations.
>    ├── certmanager  
>    │   ├── certificate.yaml  // The following manifests contain a self-signed issuer CR and a certificate CR.
>    │   ├── kustomization.yaml
>    │   └── kustomizeconfig.yaml
>    │
>    ├── crd          
>    │   └── bases
>    │   │   └── ray.io_rayclusters.yaml  // RayCluster CRD yaml file
>    │   └── patches
>    │   │   ├── cainjection_in_rayclusters.yaml  // adds a directive for certmanager to inject CA into the CRD
>    │   │   └── webhook_in_rayclusters.yaml  // enables conversion webhook for CRD
>    │   │── kustomization.yaml
>    │   └── kustomizeconfig.yaml
>    │
>    ├── default     // contains a Kustomize base for launching the controller in a standard configuration.
>    │   ├── kustomization.yaml
>    │   ├── manager_auth_proxy_patch.yaml // inject a sidecar container which is a HTTP proxy for the controller manager, it performs RBAC authorization against the Kubernetes API using SubjectAccessReviews.
>    │   ├── manager_webhook_patch.yaml    // webhook yaml file
>    │   └── webhookcainjection_patch.yaml // add annotation to admission webhook config
>    │
>    ├── manager      // launch your controllers as pods in the cluster.
>    │   ├── kustomization.yaml
>    │   └── manager.yaml     // manager yaml to create controller deployment, user should focus
>    │
>    ├── prometheus     
>    │   ├── kustomization.yaml
>    │   └── monitor.yaml     // Prometheus Monitor Service, user should focus
>    │
>    ├── rbac        // permissions required to run your controllers under their own service account.
>    │   ├── auth_proxy_role.yaml
>    │   ├── auth_proxy_role_binding.yaml
>    │   ├── auth_proxy_service.yaml
>    │   ├── kustomization.yaml
>    │   ├── leader_election_role.yaml   // permissions to do leader election.
>    │   ├── leader_election_role_binding.yaml
>    │   └── role_binding.yaml
>    │
>    ├── samples      // sample RayCluster yaml, user should focus
>    │   ├── ray_v1_raycluster.complete.yaml
>    │   ├── ray_v1_raycluster.heterogeneous.yaml
>    │   └── ray_v1_raycluster.mini.yaml
>    │
>    └── webhook
>        ├── kustomization.yaml
>        ├── kustomizeconfig.yaml
>        ├── manifests.yaml
>        └── service.yaml   // webhook-service
> ```

## RayCluster sample CR

To introduce the Ray-Operator, give 3 samples of RayCluster CR.  

Sample  | desc
------------- | -------------
[RayCluster.mini.yaml](config/samples/ray_v1_raycluster.mini.yaml)   | 2 pods in this sample, 1 for head and 1 for workers.The least information to start ray cluster, run in local test.
[RayCluster.heterogeneous.yaml](config/samples/ray_v1_raycluster.heterogeneous.yaml)  | 3 pods in this sample, 1 for head and 2 for workers but with different specifications. Different quota(like CPU/MEMORY) compares to mini version, run in local test.
[RayCluster.complete.yaml](config/samples/ray_v1_raycluster.complete.yaml)  | a complete version CR for customized requirement, show how to set Customized props. More props to set compares to heterogeneous version, run in production. 

## RayCluster CRD

Refers to file [raycluster_types.go](api/v1alpha1/raycluster_types.go) for code details.

If interested in CRD, refer to file [CRD](config/crd/bases/ray.io_rayclusters.yaml) for more details. 

## Software requirement
Take care some software have dependency.  

software  | version | memo
:-------------  | :---------------:| -------------:
kustomize |  v3.1.0+ | [download](https://github.com/kubernetes-sigs/kustomize)
kubectl |  v1.11.3+    | [download](https://kubernetes.io/docs/tasks/tools/install-kubectl/)
Kubernetes Cluster | Access to a Kubernetes v1.11.3+ cluster| [Minikube](https://github.com/kubernetes/minikube)  for local test
go  | v1.13+|[download](https://golang.org/dl/)
docker   | 17.03+|[download](https://docs.docker.com/install/)

Also you will need kubeconfig in ~/.kube/config, so you can access to Kubernetes Cluster.  

## Get started
Below gives a guide for user to submit RayCluster step by step:

### Install CRDs into a cluster

```shell script
kustomize build config/crd | kubectl apply -f -
```

### Deploy controller in the configured Kubernetes cluster in ~/.kube/config
* For this version controller will run in system namespace, which maybe can't be tolerated in production.  
* We will add more detailed RBAC file to control the namespace used in production, and the controller will run in that namespace to control the permission.  
* Also we will provide the more detailed guide for user to run in a controlled way.
```shell script
cd config/manager 
kustomize build config/default | kubectl apply -f -
```

### Submit RayCluster to Kubernetes
```shell script
kubectl create -f config/samples/ray_v1_raycluster.mini.yaml
```

### Apply RayCluster to Kubernetes
```shell script
kubectl apply -f config/samples/ray_v1_raycluster.mini.yaml
```

### Delete RayCluster to Kubernetes
```shell script
kubectl delete -f config/samples/ray_v1_raycluster.mini.yaml
```