chenyulin0719 commented on code in PR #441:
URL: https://github.com/apache/yunikorn-site/pull/441#discussion_r1653208341


##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```
+
+## Setup a KubeRay operator
+```
+helm repo add kuberay https://ray-project.github.io/kuberay-helm/
+helm repo update
+helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1
+```
+- The result should be as shown below
+![ray_cluster_operator](../../assets/ray_cluster_operator.png)
+
+## Create Ray Cluster 
+```
+helm install raycluster kuberay/ray-cluster --version 1.1.1
+```
+- Ray Cluster result
+  ![ray_cluster_cluster](../../assets/ray_cluster_cluster.png)
+- YuniKorn UI
+  ![ray_cluster_on_ui](../../assets/ray_cluster_on_ui.png)
+### Configure your Ray Cluster(optional)
+If you disable admin controller, you need to add the schedulerName: yunikorn 
in [raycluster 
spec](https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40).By
 applicationId label, pods with same id are marked under same application or 
all pods from raycluster CRD share a application.

Review Comment:
   "admin controller" -> "admission controller"



##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```
+
+## Setup a KubeRay operator
+```
+helm repo add kuberay https://ray-project.github.io/kuberay-helm/
+helm repo update
+helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1
+```
+- The result should be as shown below
+![ray_cluster_operator](../../assets/ray_cluster_operator.png)
+
+## Create Ray Cluster 
+```
+helm install raycluster kuberay/ray-cluster --version 1.1.1
+```
+- Ray Cluster result
+  ![ray_cluster_cluster](../../assets/ray_cluster_cluster.png)
+- YuniKorn UI
+  ![ray_cluster_on_ui](../../assets/ray_cluster_on_ui.png)
+### Configure your Ray Cluster(optional)
+If you disable admin controller, you need to add the schedulerName: yunikorn 
in [raycluster 
spec](https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40).
+```

Review Comment:
   I'm not quite get this: "By applicationId label, pods with same id are 
marked under same application or all pods from raycluster CRD share a 
application.
   What does this mean?



##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```
+
+## Setup a KubeRay operator
+```
+helm repo add kuberay https://ray-project.github.io/kuberay-helm/
+helm repo update
+helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1
+```
+- The result should be as shown below
+![ray_cluster_operator](../../assets/ray_cluster_operator.png)
+
+## Create Ray Cluster 
+```
+helm install raycluster kuberay/ray-cluster --version 1.1.1
+```
+- Ray Cluster result
+  ![ray_cluster_cluster](../../assets/ray_cluster_cluster.png)
+- YuniKorn UI
+  ![ray_cluster_on_ui](../../assets/ray_cluster_on_ui.png)
+### Configure your Ray Cluster(optional)
+If you disable admin controller, you need to add the schedulerName: yunikorn 
in [raycluster 
spec](https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40).
+```

Review Comment:
   Actually I think we can remove those optional steps.
   
   1. "### Configure your Ray Cluster(optional)"
   2. "### Configure your application(optional)"
   
   And just add note on the top of these  pages: 
   "This example relies on admission controller to configure the default 
applicationId and queue name."
   
   I can foresee there will be another PR after 
https://github.com/ray-project/enhancements/pull/53 is done, so no need to dig 
in too much detail here.
   
   @0yukali0 What do you think?



##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```

Review Comment:
   How about skipping the step for helm installation? It's quite straighforward 
to me and I didn't see similar guide in helm-related examples:
   1. http://localhost:3000/docs/next/#install
   2. https://yunikorn.apache.org/docs/next/user_guide/workloads/run_nvidia
   
   PS: It's just a suggestion from me and not a strong request for changing. 
Please feel free to resolve this comment if you want to keep it.



##########
docs/user_guide/workloads/run_ray_job.md:
##########
@@ -0,0 +1,55 @@
+---
+id: run_ray_job
+title: Run RayJob
+description: How to run RayJobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Job](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults"
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Setup a KubeRay operator
+```
+helm repo add kuberay https://ray-project.github.io/kuberay-helm/
+helm repo update
+helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1
+```
+### Configure your application(optional)
+If you disable admin controller, you need to add the schedulerName: yunikorn 
in [operator 
spec](https://github.com/ray-project/kuberay/blob/master/helm-chart/kuberay-operator/templates/deployment.yaml#L31).
+
+## Run a RayJob
+```
+kubectl apply -f 
https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-job.sample.yaml
+```
+
+- View the job status
+    ![ray_job_job](../../assets/ray_job_job.png)
+- Ray Dashboard

Review Comment:
   Could you add port-forward step before accessing the Ray Dashboard? 
   
   Ex: 
   - https://yunikorn.apache.org/docs/#access-the-web-ui



##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```

Review Comment:
   How about skipping the step for helm installation? It's quite straighforward 
to me and I didn't see similar guide in helm-related docs:
   1. http://localhost:3000/docs/next/#install
   2. https://yunikorn.apache.org/docs/next/user_guide/workloads/run_nvidia
   
   PS: It's just a suggestion from me and not a strong request for changing. 
Please feel free to resolve this comment if you want to keep it.



##########
docs/user_guide/workloads/run_ray_cluster.md:
##########
@@ -0,0 +1,83 @@
+---
+id: run_ray_cluster
+title: Run Ray Cluster
+description: How to run Ray Cluster jobs with YuniKorn
+keywords:
+ - Ray_crd
+---
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+This example is how to setup 
[KubeRay](https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html)
 and run [Ray 
Cluster](https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html)
 with YuniKorn scheduler
+
+## Modify YuniKorn settings
+Follow [YuniKorn install guide](https://yunikorn.apache.org/docs/) and modify 
YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s 
service account.
+```
+kubectl patch configmap yunikorn-defaults -n yunikorn --patch 
'{"data":{"admissionController.accessControl.systemUsers": 
"^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}' 
+```
+
+## Install Helm
+Follow commands to install the Helm ,or refer to the [Helm installation 
method](https://helm.sh/docs/intro/install/)
+```
+curl -fsSL -o get_helm.sh 
https://raw.githubusercontent.com/helm/helm/master/scripts/get-helm-3 \
+    && chmod 700 get_helm.sh \
+    && ./get_helm.sh
+```
+
+## Setup a KubeRay operator
+```
+helm repo add kuberay https://ray-project.github.io/kuberay-helm/
+helm repo update
+helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1
+```
+- The result should be as shown below
+![ray_cluster_operator](../../assets/ray_cluster_operator.png)
+
+## Create Ray Cluster 
+```
+helm install raycluster kuberay/ray-cluster --version 1.1.1
+```
+- Ray Cluster result
+  ![ray_cluster_cluster](../../assets/ray_cluster_cluster.png)
+- YuniKorn UI
+  ![ray_cluster_on_ui](../../assets/ray_cluster_on_ui.png)
+### Configure your Ray Cluster(optional)
+If you disable admin controller, you need to add the schedulerName: yunikorn 
in [raycluster 
spec](https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40).
+```

Review Comment:
   I'm not quite getting this: "By applicationId label, pods with same id are 
marked under same application or all pods from raycluster CRD share a 
application.
   What does this mean?



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