From bb3da1696506a10e5f03f5cc06e5e1ce6085dfd3 Mon Sep 17 00:00:00 2001
From: yunikorn-bot <yunikornscheduler@gmail.com>
Date: Wed, 3 Jul 2024 12:01:59 +0000
Subject: [PATCH] Auto refresh: [YUNIKORN-2693] Add a example doc of ray
 service & componentize duplicated block (#447)

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diff --git a/assets/js/660f1f01.1bc3b1c0.js b/assets/js/660f1f01.1bc3b1c0.js
new file mode 100644
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diff --git a/assets/js/8c6b97bf.ef2bc5d7.js b/assets/js/8c6b97bf.ef2bc5d7.js
new file mode 100644
index 00000000000..bfb9d18734b
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diff --git a/assets/js/8c6b97bf.eff027ad.js b/assets/js/8c6b97bf.eff027ad.js
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@@ -0,0 +1 @@
+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[32470],{12690:(e,r,n)=>{n.d(r,{Ay:()=>i,RM:()=>t});var o=n(13274),s=n(1780);const t=[{value:"Configure your Ray CRD(optional)",id:"configure-your-ray-crdoptional",level:3}];function a(e){const r={a:"a",code:"code",h3:"h3",p:"p",pre:"pre",...(0,s.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(r.h3,{id:"configure-your-ray-crdoptional",children:"Configure your Ray CRD(optional)"}),"\n",(0,o.jsxs)(r.p,{children:["If you disable admission controller, you need to add the schedulerName: yunikorn in ",(0,o.jsx)(r.a,{href:"https://github.com/ray-project/kuberay/blob/fd9c90cad28a1460d4472abbb2b5db43a5e4a813/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L108",children:"raycluster labels"}),"."]}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"#example\nmetadata:\n  labels:\n    applicaionId: ray-<service_type>-0001\n    queue: root.ray.<specific_queue_name>\nspec:\n  schedulerName: yunikorn # k8s will inform yunikorn based on this\n"})})]})}function i(e={}){const{wrapper:r}={...(0,s.R)(),...e.components};return r?(0,o.jsx)(r,{...e,children:(0,o.jsx)(a,{...e})}):a(e)}},14808:(e,r,n)=>{n.d(r,{Ay:()=>i,RM:()=>t});var o=n(13274),s=n(1780);const t=[{value:"Setup a KubeRay operator",id:"setup-a-kuberay-operator",level:2}];function a(e){const r={code:"code",h2:"h2",img:"img",li:"li",pre:"pre",ul:"ul",...(0,s.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(r.h2,{id:"setup-a-kuberay-operator",children:"Setup a KubeRay operator"}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"helm repo add kuberay https://ray-project.github.io/kuberay-helm/\nhelm repo update\nhelm install kuberay-operator kuberay/kuberay-operator --version 1.1.1\n"})}),"\n",(0,o.jsxs)(r.ul,{children:["\n",(0,o.jsxs)(r.li,{children:["The result should be as shown below\n",(0,o.jsx)(r.img,{alt:"ray_cluster_operator",src:n(63535).A+"",width:"1182",height:"631"})]}),"\n"]})]})}function i(e={}){const{wrapper:r}={...(0,s.R)(),...e.components};return r?(0,o.jsx)(r,{...e,children:(0,o.jsx)(a,{...e})}):a(e)}},43186:(e,r,n)=>{n.r(r),n.d(r,{assets:()=>l,contentTitle:()=>d,default:()=>y,frontMatter:()=>c,metadata:()=>u,toc:()=>p});var o=n(13274),s=n(1780),t=n(14808),a=n(12690),i=n(18564);const c={id:"run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",keywords:["Ray_crd"]},d=void 0,u={id:"user_guide/workloads/run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",source:"@site/docs/user_guide/workloads/run_ray_job.md",sourceDirName:"user_guide/workloads",slug:"/user_guide/workloads/run_ray_job",permalink:"/docs/next/user_guide/workloads/run_ray_job",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",keywords:["Ray_crd"]},sidebar:"docs",previous:{title:"Run RayCluster",permalink:"/docs/next/user_guide/workloads/run_ray_cluster"},next:{title:"Run RayService",permalink:"/docs/next/user_guide/workloads/run_ray_service"}},l={},p=[...i.RM,...t.RM,...a.RM,{value:"Run a RayJob",id:"run-a-rayjob",level:2}];function h(e){const r={a:"a",admonition:"admonition",code:"code",h2:"h2",img:"img",li:"li",p:"p",pre:"pre",ul:"ul",...(0,s.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(r.admonition,{title:"Note",type:"info",children:(0,o.jsxs)(r.p,{children:["This example is how to setup ",(0,o.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html",children:"KubeRay"})," and run ",(0,o.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html",children:"Ray Job"})," with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn",children:"Yunikorn supported labels"})," and ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/queue_config",children:"Yunikorn queue setting"}),"."]})}),"\n",(0,o.jsx)(i.Ay,{}),"\n",(0,o.jsx)(t.Ay,{}),"\n",(0,o.jsx)(a.Ay,{}),"\n",(0,o.jsx)(r.h2,{id:"run-a-rayjob",children:"Run a RayJob"}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-job.sample.yaml\n"})}),"\n",(0,o.jsxs)(r.ul,{children:["\n",(0,o.jsxs)(r.li,{children:["View the job status\n",(0,o.jsx)(r.img,{alt:"ray_job_job",src:n(69049).A+"",width:"1179",height:"627"})]}),"\n"]}),"\n",(0,o.jsx)(r.p,{children:"Services in Kubernetes aren't directly accessible by default. However, you can use port-forwarding to connect to them locally."}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"kubectl port-forward service/raycluster-kuberay-head-svc 8265:8265\n"})}),"\n",(0,o.jsxs)(r.p,{children:["After port-forward set up, you can access the Ray dashboard by going to ",(0,o.jsx)(r.code,{children:"http://localhost:8265"})," in your web browser."]}),"\n",(0,o.jsxs)(r.ul,{children:["\n",(0,o.jsxs)(r.li,{children:["Ray Dashboard\n",(0,o.jsx)(r.img,{alt:"ray_job_ray_dashboard",src:n(47509).A+"",width:"1212",height:"575"})]}),"\n",(0,o.jsxs)(r.li,{children:["YuniKorn UI\n",(0,o.jsx)(r.img,{alt:"ray_job_on_ui",src:n(74596).A+"",width:"1191",height:"672"})]}),"\n"]})]})}function y(e={}){const{wrapper:r}={...(0,s.R)(),...e.components};return r?(0,o.jsx)(r,{...e,children:(0,o.jsx)(h,{...e})}):h(e)}},18564:(e,r,n)=>{n.d(r,{Ay:()=>i,RM:()=>t});var o=n(13274),s=n(1780);const t=[{value:"Modify YuniKorn settings",id:"modify-yunikorn-settings",level:2}];function a(e){const r={a:"a",code:"code",h2:"h2",p:"p",pre:"pre",...(0,s.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(r.h2,{id:"modify-yunikorn-settings",children:"Modify YuniKorn settings"}),"\n",(0,o.jsxs)(r.p,{children:["Follow ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/",children:"YuniKorn install guide"}),' and modify YuniKorn configmap "yunikorn-defaults" to allow ray operator based on k8s service account.']}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:'kubectl patch configmap yunikorn-defaults -n yunikorn --patch \'{"data":{"admissionController.accessControl.systemUsers": "^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}\' \n'})})]})}function i(e={}){const{wrapper:r}={...(0,s.R)(),...e.components};return r?(0,o.jsx)(r,{...e,children:(0,o.jsx)(a,{...e})}):a(e)}},63535:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_cluster_operator-24963b289165db8894f7e611a0bc1d9a.png"},69049:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_job-aff18772fa7d41be8724e18ade4eb1a2.png"},74596:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_on_ui-acc8201d63cea1ad42acda3cdd547fd5.png"},47509:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_ray_dashboard-3c3fc6c7ad53524f6d40a339203cdddd.png"},1780:(e,r,n)=>{n.d(r,{R:()=>a,x:()=>i});var o=n(79474);const s={},t=o.createContext(s);function a(e){const r=o.useContext(t);return o.useMemo((function(){return"function"==typeof e?e(r):{...r,...e}}),[r,e])}function i(e){let r;return r=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:a(e.components),o.createElement(t.Provider,{value:r},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/e50d8128.567bc9e0.js b/assets/js/e50d8128.567bc9e0.js
deleted file mode 100644
index 7ce5e2fb73e..00000000000
--- a/assets/js/e50d8128.567bc9e0.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[32470],{43186:(e,r,n)=>{n.r(r),n.d(r,{assets:()=>u,contentTitle:()=>a,default:()=>c,frontMatter:()=>s,metadata:()=>i,toc:()=>l});var o=n(13274),t=n(1780);const s={id:"run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",keywords:["Ray_crd"]},a=void 0,i={id:"user_guide/workloads/run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",source:"@site/docs/user_guide/workloads/run_ray_job.md",sourceDirName:"user_guide/workloads",slug:"/user_guide/workloads/run_ray_job",permalink:"/docs/next/user_guide/workloads/run_ray_job",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"run_ray_job",title:"Run RayJob",description:"How to run RayJobs with YuniKorn",keywords:["Ray_crd"]},sidebar:"docs",previous:{title:"Run Ray Cluster",permalink:"/docs/next/user_guide/workloads/run_ray_cluster"},next:{title:"Cluster",permalink:"/docs/next/api/cluster"}},u={},l=[{value:"Note",id:"note",level:2},{value:"Modify YuniKorn settings",id:"modify-yunikorn-settings",level:2},{value:"Setup a KubeRay operator",id:"setup-a-kuberay-operator",level:2},{value:"Configure your Ray Cluster(optional)",id:"configure-your-ray-clusteroptional",level:3},{value:"Run a RayJob",id:"run-a-rayjob",level:2}];function d(e){const r={a:"a",code:"code",h2:"h2",h3:"h3",img:"img",li:"li",p:"p",pre:"pre",ul:"ul",...(0,t.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsx)(r.h2,{id:"note",children:"Note"}),"\n",(0,o.jsxs)(r.p,{children:["This example is how to setup ",(0,o.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html",children:"KubeRay"})," and run ",(0,o.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html",children:"Ray Job"})," with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn",children:"Yunikorn supported labels"})," and ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/queue_config",children:"Yunikorn queue setting"}),"."]}),"\n",(0,o.jsx)(r.h2,{id:"modify-yunikorn-settings",children:"Modify YuniKorn settings"}),"\n",(0,o.jsxs)(r.p,{children:["Follow ",(0,o.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/",children:"YuniKorn install"}),' and modify YuniKorn configmap "yunikorn-defaults"']}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:'kubectl patch configmap yunikorn-defaults -n yunikorn --patch \'{"data":{"admissionController.accessControl.systemUsers": "^system:serviceaccount:kube-system:,^system:serviceaccount:default:"}}\' \n'})}),"\n",(0,o.jsx)(r.h2,{id:"setup-a-kuberay-operator",children:"Setup a KubeRay operator"}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"helm repo add kuberay https://ray-project.github.io/kuberay-helm/\nhelm repo update\nhelm install kuberay-operator kuberay/kuberay-operator --version 1.1.1\n"})}),"\n",(0,o.jsx)(r.h3,{id:"configure-your-ray-clusteroptional",children:"Configure your Ray Cluster(optional)"}),"\n",(0,o.jsxs)(r.p,{children:["If you disable admission controller, you need to add the schedulerName: yunikorn in ",(0,o.jsx)(r.a,{href:"https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40",children:"raycluster spec"}),". By using applicationId label, pods with the same applicationId are marked under the same application ."]}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"#example\nmetadata:\n  labels:\n    applicaionId: ray-cluster-0001\n    queue: root.ray.clusters\nspec:\n  schedulerName: yunikorn # k8s will inform yunikorn based on this\n"})}),"\n",(0,o.jsx)(r.h2,{id:"run-a-rayjob",children:"Run a RayJob"}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-job.sample.yaml\n"})}),"\n",(0,o.jsxs)(r.ul,{children:["\n",(0,o.jsxs)(r.li,{children:["View the job status\n",(0,o.jsx)(r.img,{alt:"ray_job_job",src:n(69049).A+"",width:"1179",height:"627"})]}),"\n"]}),"\n",(0,o.jsx)(r.p,{children:"Services in Kubernetes aren't directly accessible by default. However, you can use port-forwarding to connect to them locally."}),"\n",(0,o.jsx)(r.pre,{children:(0,o.jsx)(r.code,{children:"kubectl port-forward service/raycluster-kuberay-head-svc 8265:8265\n"})}),"\n",(0,o.jsxs)(r.p,{children:["After port-forward set up, you can access the Ray dashboard by going to ",(0,o.jsx)(r.code,{children:"http://localhost:8265"})," in your web browser."]}),"\n",(0,o.jsxs)(r.ul,{children:["\n",(0,o.jsxs)(r.li,{children:["Ray Dashboard\n",(0,o.jsx)(r.img,{alt:"ray_job_ray_dashboard",src:n(47509).A+"",width:"1212",height:"575"})]}),"\n",(0,o.jsxs)(r.li,{children:["YuniKorn UI\n",(0,o.jsx)(r.img,{alt:"ray_job_on_ui",src:n(74596).A+"",width:"1191",height:"672"})]}),"\n"]})]})}function c(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,o.jsx)(r,{...e,children:(0,o.jsx)(d,{...e})}):d(e)}},69049:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_job-aff18772fa7d41be8724e18ade4eb1a2.png"},74596:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_on_ui-acc8201d63cea1ad42acda3cdd547fd5.png"},47509:(e,r,n)=>{n.d(r,{A:()=>o});const o=n.p+"assets/images/ray_job_ray_dashboard-3c3fc6c7ad53524f6d40a339203cdddd.png"},1780:(e,r,n)=>{n.d(r,{R:()=>a,x:()=>i});var o=n(79474);const t={},s=o.createContext(t);function a(e){const r=o.useContext(s);return o.useMemo((function(){return"function"==typeof e?e(r):{...r,...e}}),[r,e])}function i(e){let r;return r=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:a(e.components),o.createElement(s.Provider,{value:r},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/e718b7e6.153f6ed3.js b/assets/js/e718b7e6.153f6ed3.js
new file mode 100644
index 00000000000..98bc5a675ef
--- /dev/null
+++ b/assets/js/e718b7e6.153f6ed3.js
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+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[24944],{67298:(e,n,r)=>{r.r(n),r.d(n,{assets:()=>p,contentTitle:()=>s,default:()=>c,frontMatter:()=>i,metadata:()=>a,toc:()=>u});var o=r(13274),t=r(1780);const i={id:"run_mpi",title:"Run MPI Jobs",description:"How to run MPI jobs with YuniKorn",keywords:["mpi"]},s=void 0,a={id:"user_guide/workloads/run_mpi",title:"Run MPI Jobs",description:"How to run MPI jobs with YuniKorn",source:"@site/docs/user_guide/workloads/run_mpi.md",sourceDirName:"user_guide/workloads",slug:"/user_guide/workloads/run_mpi",permalink:"/docs/next/user_guide/workloads/run_mpi",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"run_mpi",title:"Run MPI Jobs",description:"How to run MPI jobs with YuniKorn",keywords:["mpi"]},sidebar:"docs",previous:{title:"Run TensorFlow Jobs",permalink:"/docs/next/user_guide/workloads/run_tf"},next:{title:"Run RayCluster",permalink:"/docs/next/user_guide/workloads/run_ray_cluster"}},p={},u=[{value:"Installing the MPI Operator",id:"installing-the-mpi-operator",level:2},{value:"Run a MPI Job",id:"run-a-mpi-job",level:2}];function l(e){const n={a:"a",code:"code",h2:"h2",p:"p",pre:"pre",...(0,t.R)(),...e.components};return(0,o.jsxs)(o.Fragment,{children:[(0,o.jsxs)(n.p,{children:["This guide walks through how to setup the ",(0,o.jsx)(n.a,{href:"https://github.com/kubeflow/mpi-operator",children:"MPI Operator"})," and to how to run a MPIJob with the YuniKorn scheduler."]}),"\n",(0,o.jsx)(n.h2,{id:"installing-the-mpi-operator",children:"Installing the MPI Operator"}),"\n",(0,o.jsxs)(n.p,{children:["You can use the following command to install the mpi operator. If you have problems with installation,\nplease refer to ",(0,o.jsx)(n.a,{href:"https://github.com/kubeflow/mpi-operator",children:"this doc"})," for details."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{children:"kubectl create -f https://raw.githubusercontent.com/kubeflow/mpi-operator/master/deploy/v2beta1/mpi-operator.yaml\n"})}),"\n",(0,o.jsx)(n.h2,{id:"run-a-mpi-job",children:"Run a MPI Job"}),"\n",(0,o.jsx)(n.p,{children:"This example shows to run a pure MPI application."}),"\n",(0,o.jsx)(n.p,{children:"The program prints some basic information about the workers.\nThen, it calculates an approximate value for pi."}),"\n",(0,o.jsxs)(n.p,{children:["Here is a Pi YAML example ",(0,o.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/blob/master/deployments/examples/mpioperator/Pi/pi.yaml",children:"example"}),"."]}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{className:"language-yaml",children:'apiVersion: kubeflow.org/v2beta1\nkind: MPIJob\nmetadata:\n  name: pi\nspec:\n  slotsPerWorker: 1\n  runPolicy:\n    cleanPodPolicy: Running\n    ttlSecondsAfterFinished: 60\n  sshAuthMountPath: /home/mpiuser/.ssh\n  mpiReplicaSpecs:\n    Launcher:\n      replicas: 1\n      template:\n        labels:\n          applicationId: "mpi_job_pi"\n          queue: root.mpi\n        spec:\n          schedulerName: yunikorn\n          containers:\n          - image: mpioperator/mpi-pi\n            name: mpi-launcher\n            securityContext:\n              runAsUser: 1000\n            command:\n            - mpirun\n            args:\n            - -n\n            - "2"\n            - /home/mpiuser/pi\n            resources:\n              limits:\n                cpu: 1\n                memory: 1Gi\n    Worker:\n      replicas: 2\n      template:\n        labels:\n          applicationId: "mpi_job_pi"\n          queue: root.mpi\n        spec:\n          schedulerName: yunikorn\n          containers:\n          - image: mpioperator/mpi-pi\n            name: mpi-worker\n            securityContext:\n              runAsUser: 1000\n            command:\n            - /usr/sbin/sshd\n            args:\n            - -De\n            - -f\n            - /home/mpiuser/.sshd_config\n            resources:\n              limits:\n                cpu: 1\n                memory: 1Gi\n'})}),"\n",(0,o.jsx)(n.p,{children:"Create the MPIJob."}),"\n",(0,o.jsx)(n.pre,{children:(0,o.jsx)(n.code,{children:"kubectl create -f deployments/examples/mpioperator/Pi/pi.yaml\n"})}),"\n",(0,o.jsx)(n.p,{children:"We added Yunikorn labels to the Pi example to demonstrate using the yunikorn scheduler."})]})}function c(e={}){const{wrapper:n}={...(0,t.R)(),...e.components};return n?(0,o.jsx)(n,{...e,children:(0,o.jsx)(l,{...e})}):l(e)}},1780:(e,n,r)=>{r.d(n,{R:()=>s,x:()=>a});var o=r(79474);const t={},i=o.createContext(t);function s(e){const n=o.useContext(i);return o.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function a(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:s(e.components),o.createElement(i.Provider,{value:n},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/e718b7e6.d4c7b01a.js b/assets/js/e718b7e6.d4c7b01a.js
deleted file mode 100644
index fcbb39bfbd0..00000000000
--- a/assets/js/e718b7e6.d4c7b01a.js
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e.languages.kotlin["class-name"];var t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:e.languages.kotlin}};e.languages.insertBefore("kotlin","string",{"string-literal":[{pattern:/"""(?:[^$]|\$(?:(?!\{)|\{[^{}]*\}))*?"""/,alias:"multiline",inside:{interpolation:{pattern:/\$(?:[a-z_]\w*|\{[^{}]*\})/i,inside:t},string:/[\s\S]+/}},{pattern:/"(?:[^"\\\r\n$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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t=/\/\*(?:[^*/]|\*(?!\/)|\/(?!\*)|<self>)*\*\//.source,n=0;n<2;n++)t=t.replace(/<self>/g,(function(){return 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T.languages.go["class-name"],function(e){var t=/\b(?:alignas|alignof|asm|auto|bool|break|case|catch|char|char16_t|char32_t|char8_t|class|co_await|co_return|co_yield|compl|concept|const|const_cast|consteval|constexpr|constinit|continue|decltype|default|delete|do|double|dynamic_cast|else|enum|explicit|export|extern|final|float|for|friend|goto|if|import|inline|int|int16_t|int32_t|int64_t|int8_t|long|module|mutable|namespace|new|noexcept|nullptr|operator|override|private|protected|public|register|reinterpret_cast|requires|return|short|signed|sizeof|static|static_assert|static_cast|struct|switch|template|this|thread_local|throw|try|typedef|typeid|typename|uint16_t|uint32_t|uint64_t|uint8_t|union|unsigned|using|virtual|void|volatile|wchar_t|while)\b/,n=/\b(?!<keyword>)\w+(?:\s*\.\s*\w+)*\b/.source.replace(/<keyword>/g,(function(){return 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e.languages.kotlin["class-name"];var t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:e.languages.kotlin}};e.languages.insertBefore("kotlin","string",{"string-literal":[{pattern:/"""(?:[^$]|\$(?:(?!\{)|\{[^{}]*\}))*?"""/,alias:"multiline",inside:{interpolation:{pattern:/\$(?:[a-z_]\w*|\{[^{}]*\})/i,inside:t},string:/[\s\S]+/}},{pattern:/"(?:[^"\\\r\n$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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t=/\/\*(?:[^*/]|\*(?!\/)|\/(?!\*)|<self>)*\*\//.source,n=0;n<2;n++)t=t.replace(/<self>/g,(function(){return 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T.languages.go["class-name"],function(e){var t=/\b(?:alignas|alignof|asm|auto|bool|break|case|catch|char|char16_t|char32_t|char8_t|class|co_await|co_return|co_yield|compl|concept|const|const_cast|consteval|constexpr|constinit|continue|decltype|default|delete|do|double|dynamic_cast|else|enum|explicit|export|extern|final|float|for|friend|goto|if|import|inline|int|int16_t|int32_t|int64_t|int8_t|long|module|mutable|namespace|new|noexcept|nullptr|operator|override|private|protected|public|register|reinterpret_cast|requires|return|short|signed|sizeof|static|static_assert|static_cast|struct|switch|template|this|thread_local|throw|try|typedef|typeid|typename|uint16_t|uint32_t|uint64_t|uint8_t|union|unsigned|using|virtual|void|volatile|wchar_t|while)\b/,n=/\b(?!<keyword>)\w+(?:\s*\.\s*\w+)*\b/.source.replace(/<keyword>/g,(function(){return 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documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. 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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Object States</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Object States</h1></header><p>The YuniKorn project uses state machines to track the states of different objects.
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Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.10.0/design/scheduler_configuration">configuration design document</a>.</p>
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policies allow changing the scheduling behaviour without code changes.
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.10.0/user_guide/workloads/run_spark/index.html b/docs/0.10.0/user_guide/workloads/run_spark/index.html
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_tf">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">System</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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orchestrator systems.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.11.0/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.11.0/user_guide/workloads/run_spark/index.html b/docs/0.11.0/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" class="hash-link" aria-label="Direct link to Problems:" title="Direct link to Problems:">​</a></h2>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.12.1/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. 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diff --git a/docs/0.12.1/user_guide/workloads/run_spark/index.html b/docs/0.12.1/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" class="hash-link" aria-label="Direct link to Problems:" title="Direct link to Problems:">​</a></h2>
diff --git a/docs/0.12.2/design/gang_scheduling/index.html b/docs/0.12.2/design/gang_scheduling/index.html
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.12.2/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.12.2/user_guide/workloads/run_spark/index.html b/docs/0.12.2/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Coding Guidelines</span><meta itemprop="position" content="1"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.8.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Coding Guidelines</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-basics">The basics<a href="#the-basics" class="hash-link" aria-label="Direct link to The basics" title="Direct link to The basics">​</a></h2>
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class="theme-doc-version-badge badge badge--secondary">Version: 0.8.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Preemption Logic Of YuniKorn</h1>
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class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resilience</h1></header><p>This is not a HA (High-availability) design, HA implies that a service can
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class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/docs/0.9.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.9.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Batch Workloads Ordering with StateAware Policy</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-problem">The problem<a href="#the-problem" class="hash-link" aria-label="Direct link to The problem" title="Direct link to The problem">​</a></h2>
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maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.9.0/user_guide/workloads/run_spark/index.html b/docs/0.9.0/user_guide/workloads/run_spark/index.html
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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aria-expanded="false" href="/docs/1.0.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">System</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Simplyfing Interface Messages and Breaking Shim build dependency on Core</h1>
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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. 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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resilience</h1></header><p>This is not a HA (High-availability) design, HA implies that a service can
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Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/placement_rules">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">App Placement Rules</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App Placement Rules</h1></header><p>The basics for the placement rules are described in the <a href="/docs/1.0.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/queue_config">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.0.0/design/scheduler_configuration">configuration design document</a>.</p>
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Depending on which mode is
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version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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aria-expanded="false" href="/docs/1.1.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">System</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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href="/docs/1.1.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Scheduler Object States</h1></header><p>The YuniKorn project uses state machines to track the states of different objects.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/queue_config">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.1.0/design/scheduler_configuration">configuration design document</a>.</p>
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for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/1.1.0/user_guide/workloads/run_spark/index.html b/docs/1.1.0/user_guide/workloads/run_spark/index.html
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class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 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Please refer to
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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docMainContainerEnhanced_PR2m"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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Priorities are
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markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.2.0/design/scheduler_configuration">configuration design document</a>.</p>
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badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
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markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 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profiling tool.</p>
diff --git a/docs/1.3.0/archived_design/cross_queue_preemption/index.html b/docs/1.3.0/archived_design/cross_queue_preemption/index.html
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maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/k8shim">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Kubernetes Shim Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Kubernetes Shim Design</h1></header><p>Github repo: <a href="https://github.com/apache/yunikorn-k8shim" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-k8shim</a></p>
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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diff --git a/docs/1.3.0/developer_guide/openshift_development/index.html b/docs/1.3.0/developer_guide/openshift_development/index.html
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Get Started</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Get Started</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Get Started</h1></header><p>Before reading this guide, we assume you either have a Kubernetes cluster, or a local Kubernetes dev environment, e.g MiniKube.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Profiling</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Profiling</h1></header><p>Use <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> to do CPU, Memory profiling can help you understand the runtime status of YuniKorn scheduler. Profiling instruments have been
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class="breadcrumbs__link" itemprop="name">App Placement Rules</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App Placement Rules</h1></header><p>The basics for the placement rules are described in the <a href="/docs/1.3.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
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Thus, we need to set up a Prometheus server to collect these metrics.</p>
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class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.3.0/design/scheduler_configuration">configuration design document</a>.</p>
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itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Resource Quota Management</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
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class="breadcrumbs__link" itemprop="name">Sorting Policies</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
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tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Use Cases</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2>
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class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" 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class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run TensorFlow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run TensorFlow Jobs</h1></header><p>This guide gives an overview of how to set up <a href="https://github.com/kubeflow/training-operator" target="_blank" rel="noopener noreferrer">training-operator</a>
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padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" 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class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Object States</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Object States</h1></header><p>The YuniKorn project uses state machines to track the states of different objects.
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diff --git a/docs/1.4.0/developer_guide/openshift_development/index.html b/docs/1.4.0/developer_guide/openshift_development/index.html
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Profiling</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Profiling</h1></header><p>Use <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> to do CPU, Memory profiling can help you understand the runtime status of YuniKorn scheduler. Profiling instruments have been
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Priorities are
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.4.0/design/scheduler_configuration">configuration design document</a>.</p>
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diff --git a/docs/1.4.0/user_guide/service_config/index.html b/docs/1.4.0/user_guide/service_config/index.html
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Depending on which mode is
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.5.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>User/Group handling and lookup design</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2>
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class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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This page is dedicated to leveraging KWOK for performance testing. The objective is to conduct a comparative analysis between YuniKorn (Standard mode/Plugin mode) and Kube-scheduler, evaluating their capabilities in workload handling.</p>
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Priorities are
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Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.5.0/design/scheduler_configuration">configuration design document</a>.</p>
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markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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markdown"><h1>Simplifying Interface Messages and Breaking Shim build dependency on Core</h1>
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.55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cluster</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="clusters">Clusters<a href="#clusters" class="hash-link" aria-label="Direct link to Clusters" title="Direct link to Clusters">​</a></h2>
@@ -22,7 +22,7 @@ <h3 class="anchor anchorWithStickyNavbar_NlAN" id="success-response">Success res
 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="error-response">Error response<a href="#error-response" class="hash-link" aria-label="Direct link to Error response" title="Direct link to Error response">​</a></h3>
 <p><strong>Code</strong> : <code>500 Internal Server Error</code></p>
 <p><strong>Content examples</strong></p>
-<div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">{</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    &quot;status_code&quot;: 500,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    &quot;message&quot;: &quot;system error message. for example, json: invalid UTF-8 in string: ..&quot;,</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    &quot;description&quot;: &quot;system error message. for example, json: invalid UTF-8 in string: ..&quot;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">}</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_ray_job"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run RayJob</div></a><a class="pagination-nav__link pagination-nav__link--next" 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itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" class="hash-link" aria-label="Direct link to Problems:" title="Direct link to Problems:">​</a></h2>
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item 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up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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-->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Pluggable App Management</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Pluggable App Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-problem">The Problem<a href="#the-problem" class="hash-link" aria-label="Direct link to The Problem" title="Direct link to The Problem">​</a></h2>
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-->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
diff --git a/docs/next/archived_design/state_aware_scheduling/index.html b/docs/next/archived_design/state_aware_scheduling/index.html
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Ordering with StateAware Policy</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Batch Workloads Ordering with StateAware Policy</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-problem">The problem<a href="#the-problem" class="hash-link" aria-label="Direct link to The problem" title="Direct link to The problem">​</a></h2>
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up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/evaluate_perf_function_with_kwok">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Evaluate YuniKorn Performance with KWOK</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with KWOK</h1></header><p><a href="https://kwok.sigs.k8s.io/" target="_blank" rel="noopener noreferrer">KWOK</a> is a powerful toolkit designed to swiftly establish a cluster of thousands of Nodes within seconds. This page is dedicated to leveraging KWOK for performance testing. The objective is to conduct a comparative analysis between YuniKorn (Standard mode/Plugin mode) and Kube-scheduler, evaluating their capabilities in workload handling.</p>
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class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
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 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="standalone-mode">Standalone mode<a href="#standalone-mode" class="hash-link" aria-label="Direct link to Standalone mode" title="Direct link to Standalone mode">​</a></h2>
 <p>Please follow <a href="https://ci.apache.org/projects/flink/flink-docs-stable/ops/deployment/kubernetes.html" target="_blank" rel="noopener noreferrer">Kubernetes Setup</a> to get details and examples of standalone deploy mode.
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href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_mpi">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run MPI Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run MPI Jobs</h1></header><p>This guide walks through how to setup the <a href="https://github.com/kubeflow/mpi-operator" target="_blank" rel="noopener noreferrer">MPI Operator</a> and to how to run a MPIJob with the YuniKorn scheduler.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="installing-the-mpi-operator">Installing the MPI Operator<a href="#installing-the-mpi-operator" class="hash-link" aria-label="Direct link to Installing the MPI Operator" title="Direct link to Installing the MPI Operator">​</a></h2>
 <p>You can use the following command to install the mpi operator. If you have problems with installation,
 please refer to <a href="https://github.com/kubeflow/mpi-operator" target="_blank" rel="noopener noreferrer">this doc</a> for details.</p>
@@ -21,7 +21,7 @@ <h2 class="anchor anchorWithStickyNavbar_NlAN" id="run-a-mpi-job">Run a MPI Job<
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plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token key atrule">command</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> /usr/sbin/sshd</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token key atrule">args</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">De</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">f</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> /home/mpiuser/.sshd_config</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">            </span><span class="token key atrule">resources</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">              </span><span class="token key atrule">limits</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">                </span><span class="token key atrule">cpu</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">                </span><span class="token key atrule">memory</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> 1Gi</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <p>Create the MPIJob.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl create -f deployments/examples/mpioperator/Pi/pi.yaml</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
-<p>We added Yunikorn labels to the Pi example to demonstrate using the yunikorn scheduler.</p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_tf"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run TensorFlow Jobs</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/workloads/run_ray_cluster"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Run Ray Cluster</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#installing-the-mpi-operator" class="table-of-contents__link toc-highlight">Installing the MPI Operator</a></li><li><a href="#run-a-mpi-job" class="table-of-contents__link toc-highlight">Run 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_nvidia">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run NVIDIA GPU Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run NVIDIA GPU Jobs</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="yunikorn-with-nvidia-gpus">Yunikorn with NVIDIA GPUs<a href="#yunikorn-with-nvidia-gpus" class="hash-link" aria-label="Direct link to Yunikorn with NVIDIA GPUs" title="Direct link to Yunikorn with NVIDIA GPUs">​</a></h2>
 <p>This guide gives an overview of how to set up NVIDIA Device Plugin which enable user to run GPUs with Yunikorn, for more details please check <a href="https://github.com/NVIDIA/k8s-device-plugin#nvidia-device-plugin-for-kubernetes" target="_blank" rel="noopener noreferrer"><strong>NVIDIA device plugin for Kubernetes</strong></a>.</p>
 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="prerequisite">Prerequisite<a href="#prerequisite" class="hash-link" aria-label="Direct link to Prerequisite" title="Direct link to Prerequisite">​</a></h3>
 <p>Before following the steps below, Yunikorn need to deploy on the Kubernetes with GPUs.</p>
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Ray Cluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Ray Cluster</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="note">Note<a href="#note" class="hash-link" aria-label="Direct link to Note" title="Direct link to Note">​</a></h2>
-<p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html" target="_blank" rel="noopener noreferrer">Ray Cluster</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayCluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayCluster</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html" target="_blank" rel="noopener noreferrer">RayCluster</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
 <p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
@@ -19,18 +18,18 @@ <h2 class="anchor anchorWithStickyNavbar_NlAN" id="setup-a-kuberay-operator">Set
 <li>The result should be as shown below
 <img decoding="async" loading="lazy" alt="ray_cluster_operator" src="/assets/images/ray_cluster_operator-24963b289165db8894f7e611a0bc1d9a.png" width="1182" height="631" class="img_qdMO"></li>
 </ul>
-<h2 class="anchor anchorWithStickyNavbar_NlAN" id="create-ray-cluster">Create Ray Cluster<a href="#create-ray-cluster" class="hash-link" aria-label="Direct link to Create Ray Cluster" title="Direct link to Create Ray Cluster">​</a></h2>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="create-raycluster">Create RayCluster<a href="#create-raycluster" class="hash-link" aria-label="Direct link to Create RayCluster" title="Direct link to Create RayCluster">​</a></h2>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install raycluster kuberay/ray-cluster --version 1.1.1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <ul>
-<li>Ray Cluster result
+<li>RayCluster result
 <img decoding="async" loading="lazy" alt="ray_cluster_cluster" src="/assets/images/ray_cluster_cluster-c5cb7e8067e98fe24bb652662810980f.png" width="1184" height="625" class="img_qdMO"></li>
 <li>YuniKorn UI
 <img decoding="async" loading="lazy" alt="ray_cluster_on_ui" src="/assets/images/ray_cluster_on_ui-61bdd5adff322e714cb09d5d1c59dd13.png" width="1207" height="681" class="img_qdMO"></li>
 </ul>
-<h3 class="anchor anchorWithStickyNavbar_NlAN" id="configure-your-ray-clusteroptional">Configure your Ray Cluster(optional)<a href="#configure-your-ray-clusteroptional" class="hash-link" aria-label="Direct link to Configure your Ray Cluster(optional)" title="Direct link to Configure your Ray Cluster(optional)">​</a></h3>
-<p>If you disable admission controller, you need to add the schedulerName: yunikorn in <a href="https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40" target="_blank" rel="noopener noreferrer">raycluster spec</a>.</p>
-<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#example</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">metadata:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    applicaionId: ray-cluster-0001</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    queue: root.ray.clusters</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">spec:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schedulerName: yunikorn # k8s will inform yunikorn based on this</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
-<h2 class="anchor anchorWithStickyNavbar_NlAN" id="submit-a-rayjob-to-ray-cluster">Submit a RayJob to Ray Cluster<a href="#submit-a-rayjob-to-ray-cluster" class="hash-link" aria-label="Direct link to Submit a RayJob to Ray Cluster" title="Direct link to Submit a RayJob to Ray Cluster">​</a></h2>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="configure-your-ray-crdoptional">Configure your Ray CRD(optional)<a href="#configure-your-ray-crdoptional" class="hash-link" aria-label="Direct link to Configure your Ray CRD(optional)" title="Direct link to Configure your Ray CRD(optional)">​</a></h3>
+<p>If you disable admission controller, you need to add the schedulerName: yunikorn in <a href="https://github.com/ray-project/kuberay/blob/fd9c90cad28a1460d4472abbb2b5db43a5e4a813/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L108" target="_blank" rel="noopener noreferrer">raycluster labels</a>.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#example</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">metadata:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    applicaionId: ray-&lt;service_type&gt;-0001</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    queue: root.ray.&lt;specific_queue_name&gt;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">spec:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schedulerName: yunikorn # k8s will inform yunikorn based on this</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="submit-a-rayjob-to-raycluster">Submit a RayJob to RayCluster<a href="#submit-a-rayjob-to-raycluster" class="hash-link" aria-label="Direct link to Submit a RayJob to RayCluster" title="Direct link to Submit a RayJob to RayCluster">​</a></h2>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">export HEAD_POD=$(kubectl get pods --selector=ray.io/node-type=head -o custom-columns=POD:metadata.name --no-headers)</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">echo $HEAD_POD</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl exec -it $HEAD_POD -- python -c &quot;import ray; ray.init(); print(ray.cluster_resources())&quot;</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <p>Services in Kubernetes aren&#x27;t directly accessible by default. However, you can use port-forwarding to connect to them locally.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward service/raycluster-kuberay-head-svc 8265:8265</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
@@ -38,7 +37,7 @@ <h2 class="anchor anchorWithStickyNavbar_NlAN" id="submit-a-rayjob-to-ray-cluste
 <ul>
 <li>Ray Dashboard
 <img decoding="async" loading="lazy" alt="ray_cluster_ray_dashborad" src="/assets/images/ray_cluster_ray_dashborad-542d31f005576a99cb416495c3341f55.png" width="1207" height="724" class="img_qdMO"></li>
-</ul></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_mpi"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run MPI Jobs</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/workloads/run_ray_job"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Run RayJob</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#note" class="table-of-contents__link toc-highlight">Note</a></li><li><a href="#modify-yunikorn-settings" class="table-of-contents__link toc-highlight">Modify YuniKorn settings</a></li><li><a href="#setup-a-kuberay-operator" class="table-of-contents__link toc-highlight">Setup a KubeRay 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+</ul></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_mpi"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run MPI Jobs</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/workloads/run_ray_job"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Run RayJob</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#modify-yunikorn-settings" class="table-of-contents__link toc-highlight">Modify YuniKorn settings</a></li><li><a href="#setup-a-kuberay-operator" class="table-of-contents__link toc-highlight">Setup a KubeRay operator</a></li><li><a href="#create-raycluster" class="table-of-contents__link 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diff --git a/docs/next/user_guide/workloads/run_ray_job/index.html b/docs/next/user_guide/workloads/run_ray_job/index.html
index b85bfde43cb..5bca3570c25 100644
--- a/docs/next/user_guide/workloads/run_ray_job/index.html
+++ b/docs/next/user_guide/workloads/run_ray_job/index.html
@@ -4,20 +4,23 @@
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayJob</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayJob</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="note">Note<a href="#note" class="hash-link" aria-label="Direct link to Note" title="Direct link to Note">​</a></h2>
-<p>This example is how to setup <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html" target="_blank" rel="noopener noreferrer">Ray Job</a> with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayJob</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayJob</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example is how to setup <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html" target="_blank" rel="noopener noreferrer">Ray Job</a> with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
-<p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot;</p>
+<p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="setup-a-kuberay-operator">Setup a KubeRay operator<a href="#setup-a-kuberay-operator" class="hash-link" aria-label="Direct link to Setup a KubeRay operator" title="Direct link to Setup a KubeRay operator">​</a></h2>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo add kuberay https://ray-project.github.io/kuberay-helm/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo update</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
-<h3 class="anchor anchorWithStickyNavbar_NlAN" id="configure-your-ray-clusteroptional">Configure your Ray Cluster(optional)<a href="#configure-your-ray-clusteroptional" class="hash-link" aria-label="Direct link to Configure your Ray Cluster(optional)" title="Direct link to Configure your Ray Cluster(optional)">​</a></h3>
-<p>If you disable admission controller, you need to add the schedulerName: yunikorn in <a href="https://github.com/ray-project/kuberay/blob/master/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L40" target="_blank" rel="noopener noreferrer">raycluster spec</a>. By using applicationId label, pods with the same applicationId are marked under the same application .</p>
-<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#example</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">metadata:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    applicaionId: ray-cluster-0001</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    queue: root.ray.clusters</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">spec:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schedulerName: yunikorn # k8s will inform yunikorn based on this</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<ul>
+<li>The result should be as shown below
+<img decoding="async" loading="lazy" alt="ray_cluster_operator" src="/assets/images/ray_cluster_operator-24963b289165db8894f7e611a0bc1d9a.png" width="1182" height="631" class="img_qdMO"></li>
+</ul>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="configure-your-ray-crdoptional">Configure your Ray CRD(optional)<a href="#configure-your-ray-crdoptional" class="hash-link" aria-label="Direct link to Configure your Ray CRD(optional)" title="Direct link to Configure your Ray CRD(optional)">​</a></h3>
+<p>If you disable admission controller, you need to add the schedulerName: yunikorn in <a href="https://github.com/ray-project/kuberay/blob/fd9c90cad28a1460d4472abbb2b5db43a5e4a813/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L108" target="_blank" rel="noopener noreferrer">raycluster labels</a>.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#example</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">metadata:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    applicaionId: ray-&lt;service_type&gt;-0001</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    queue: root.ray.&lt;specific_queue_name&gt;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">spec:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schedulerName: yunikorn # k8s will inform yunikorn based on this</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="run-a-rayjob">Run a RayJob<a href="#run-a-rayjob" class="hash-link" aria-label="Direct link to Run a RayJob" title="Direct link to Run a RayJob">​</a></h2>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-job.sample.yaml</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 <ul>
@@ -32,7 +35,7 @@ <h2 class="anchor anchorWithStickyNavbar_NlAN" id="run-a-rayjob">Run a RayJob<a
 <img decoding="async" loading="lazy" alt="ray_job_ray_dashboard" src="/assets/images/ray_job_ray_dashboard-3c3fc6c7ad53524f6d40a339203cdddd.png" width="1212" height="575" class="img_qdMO"></li>
 <li>YuniKorn UI
 <img decoding="async" loading="lazy" alt="ray_job_on_ui" src="/assets/images/ray_job_on_ui-acc8201d63cea1ad42acda3cdd547fd5.png" width="1191" height="672" class="img_qdMO"></li>
-</ul></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_ray_cluster"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run Ray Cluster</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/api/cluster"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Cluster</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#note" class="table-of-contents__link toc-highlight">Note</a></li><li><a href="#modify-yunikorn-settings" class="table-of-contents__link toc-highlight">Modify YuniKorn settings</a></li><li><a href="#setup-a-kuberay-operator" class="table-of-contents__link toc-highlight">Setup a KubeRay 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayService</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayService</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayservice-quick-start.html" target="_blank" rel="noopener noreferrer">RayService</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
+<p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="setup-a-kuberay-operator">Setup a KubeRay operator<a href="#setup-a-kuberay-operator" class="hash-link" aria-label="Direct link to Setup a KubeRay operator" title="Direct link to Setup a KubeRay operator">​</a></h2>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo add kuberay https://ray-project.github.io/kuberay-helm/</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo update</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install kuberay-operator kuberay/kuberay-operator --version 1.1.1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<ul>
+<li>The result should be as shown below
+<img decoding="async" loading="lazy" alt="ray_cluster_operator" src="/assets/images/ray_cluster_operator-24963b289165db8894f7e611a0bc1d9a.png" width="1182" height="631" class="img_qdMO"></li>
+</ul>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="configure-your-ray-crdoptional">Configure your Ray CRD(optional)<a href="#configure-your-ray-crdoptional" class="hash-link" aria-label="Direct link to Configure your Ray CRD(optional)" title="Direct link to Configure your Ray CRD(optional)">​</a></h3>
+<p>If you disable admission controller, you need to add the schedulerName: yunikorn in <a href="https://github.com/ray-project/kuberay/blob/fd9c90cad28a1460d4472abbb2b5db43a5e4a813/helm-chart/ray-cluster/templates/raycluster-cluster.yaml#L108" target="_blank" rel="noopener noreferrer">raycluster labels</a>.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#example</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">metadata:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    applicaionId: ray-&lt;service_type&gt;-0001</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    queue: root.ray.&lt;specific_queue_name&gt;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">spec:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schedulerName: yunikorn # k8s will inform yunikorn based on this</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="run-a-rayservice">Run a RayService<a href="#run-a-rayservice" class="hash-link" aria-label="Direct link to Run a RayService" title="Direct link to Run a RayService">​</a></h2>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-service.sample.yaml</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<ul>
+<li>RayService result
+<img decoding="async" loading="lazy" alt="ray_service_pod" src="/assets/images/run-ray-service-kuberay-service-pod-536339173637e1353725832c30b69abf.png" width="1711" height="680" class="img_qdMO"></li>
+<li>YuniKorn UI
+<img decoding="async" loading="lazy" alt="ray_service_on_ui" src="/assets/images/run-ray-service-yunikorn-ui-de7cac46e37e799cb12df5c9399eb2f0.png" width="1857" height="897" class="img_qdMO"></li>
+</ul>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="verify-the-status-of-the-ray-serve-applications">Verify the status of the Ray Serve applications<a href="#verify-the-status-of-the-ray-serve-applications" class="hash-link" aria-label="Direct link to Verify the status of the Ray Serve applications" title="Direct link to Verify the status of the Ray Serve applications">​</a></h2>
+<p>Services in Kubernetes aren&#x27;t directly accessible by default. However, you can use port-forwarding to connect to them locally.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward svc/rayservice-sample-head-svc 8265:8265</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p>After port-forward set up, you can access serve page in Ray dashboard by going to <code>http://localhost:8265/#/serve</code> in your web browser.</p>
+<p><img decoding="async" loading="lazy" alt="kuberay-dashboard-ui" src="/assets/images/run-ray-service-kuberay-dashboard-ui-cdcc3b627640ce8708215ed442960635.png" width="1830" height="883" class="img_qdMO"></p>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="send-requests-to-the-rayservice-for-testing">Send requests to the RayService for testing<a href="#send-requests-to-the-rayservice-for-testing" class="hash-link" aria-label="Direct link to Send requests to the RayService for testing" title="Direct link to Send requests to the RayService for testing">​</a></h2>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl run curl --image=radial/busyboxplus:curl -i --tty</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X POST -H &#x27;Content-Type: application/json&#x27; rayservice-sample-serve-svc:8000/fruit/ -d &#x27;[&quot;MANGO&quot;, 2]&#x27;</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">curl -X POST -H &#x27;Content-Type: application/json&#x27; rayservice-sample-serve-svc:8000/calc/ -d &#x27;[&quot;MUL&quot;, 3]&#x27;</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p>Example:
+<img decoding="async" loading="lazy" alt="kuberay-service-api-testing" src="/assets/images/run-ray-service-kuberay-service-api-testing-c348204f684bcdf1701df10aaa6d1e78.png" width="1371" height="160" class="img_qdMO"></p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/workloads/run_ray_job"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Run RayJob</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/api/cluster"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Cluster</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#modify-yunikorn-settings" class="table-of-contents__link toc-highlight">Modify YuniKorn settings</a></li><li><a href="#setup-a-kuberay-operator" class="table-of-contents__link toc-highlight">Setup a KubeRay operator</a><ul><li><a href="#configure-your-ray-crdoptional" class="table-of-contents__link toc-highlight">Configure your Ray CRD(optional)</a></li></ul></li><li><a href="#run-a-rayservice" class="table-of-contents__link toc-highlight">Run a RayService</a></li><li><a href="#verify-the-status-of-the-ray-serve-applications" class="table-of-contents__link toc-highlight">Verify the status of the Ray Serve applications</a></li><li><a href="#send-requests-to-the-rayservice-for-testing" class="table-of-contents__link toc-highlight">Send requests to the RayService for testing</a></li></ul></div></div></div></div></main></div></div></div><footer class="footer"><div class="container container-fluid"><div class="row footer__links"><div class="col footer__col"><div class="footer__title">Blog</div><ul class="footer__items clean-list"><li class="footer__item"><a 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markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. 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class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="prepare-the-docker-image-for-spark">Prepare the docker image for Spark<a href="#prepare-the-docker-image-for-spark" class="hash-link" aria-label="Direct link to Prepare the docker image for Spark" title="Direct link to Prepare the docker image for Spark">​</a></h2>
 <p>To run Spark on Kubernetes, you&#x27;ll need the Spark docker images. You can 1) use the docker images provided by the Spark
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run TensorFlow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run TensorFlow Jobs</h1></header><p>This guide gives an overview of how to set up <a href="https://github.com/kubeflow/training-operator" target="_blank" rel="noopener noreferrer">training-operator</a>
 and how to run a Tensorflow job with YuniKorn scheduler. The training-operator is a unified training operator maintained by
 Kubeflow. It not only supports TensorFlow but also PyTorch, XGboots, etc.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="install-training-operator">Install training-operator<a href="#install-training-operator" class="hash-link" aria-label="Direct link to Install training-operator" title="Direct link to Install training-operator">​</a></h2>
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Overview</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Overview</h1></header><p>The YuniKorn scheduler is able to run any Kubernetes workload. All that is required is to ensure
 that the <code>schedulerName</code> field of a Pod specification is set to <code>yunikorn</code> and an <code>applicationId</code>
 label is set to a unique value per application:</p>
 <div class="language-yaml codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-yaml codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> v1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">kind</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> Pod</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">metadata</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">labels</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token key atrule">app</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token key atrule">applicationId</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;application-sleep-0001&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">app</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">spec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">schedulerName</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> yunikorn</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">containers</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">30s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">image</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;alpine:latest&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">command</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;sleep&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;30&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">resources</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        </span><span class="token key atrule">requests</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          </span><span class="token key atrule">cpu</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;100m&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          </span><span class="token key atrule">memory</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;100M&quot;</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
@@ -24,6 +24,7 @@ <h2 class="anchor anchorWithStickyNavbar_NlAN" id="advanced-examples">Advanced E
 <li><a href="/docs/next/user_guide/workloads/run_mpi">Run MPI Jobs</a></li>
 <li><a href="/docs/next/user_guide/workloads/run_ray_cluster">Run Ray Cluster</a></li>
 <li><a href="/docs/next/user_guide/workloads/run_ray_job">Run RayJob</a></li>
+<li><a href="/docs/next/user_guide/workloads/run_ray_service">Run Ray Service Jobs</a></li>
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itemprop="name">Preemption</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Preemption</h1></header><p>Preemption is an essential feature found in most schedulers, and it plays a crucial role in enabling key system functionalities like DaemonSets in K8s, as well as SLA and prioritization-based features.</p>
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itemprop="name">App &amp; Queue Priorities</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_txSM"><header class="hero heroBanner_UJJx"><div class="container"><div class="row"><div class="hero_column_main"><h1 class="hero__title">Apache YuniKorn</h1><p class="hero__subtitle">Unleash the power of resource scheduling for running Batch, Data &amp; ML on Kubernetes!</p><div class="container"><div class="buttons_src-pages-"><a class="button button--primary button--lg" href="/docs/">GET STARTED</a><a class="button button--primary button--lg" href="/community/download">DOWNLOAD</a><a class="button button--primary button--lg" href="/community/roadmap">ROADMAP</a></div></div></div><div class="hero_column_logo"><img class="heroImg_wnHi" src="/img/logo/yunikorn_classic_logo.png" alt="YuniKorn logo"></div></div></div></header><main><section class="features_keug"><div class="container"><div class="row"><div class="col col--4"><div class="text--center"><img class="featureImage_yA8i" src="/img/resource-scheduling.png" alt="[object Object]"></div><h3>Scheduling Capabilities</h3><p>Builtin with comprehensive scheduling capabilities, including hierarchy queues, resource fairness across queues, job ordering (FIFO/FAIR), pluggable node sorting policies, preemption, and more.</p></div><div class="col col--4"><div class="text--center"><img class="featureImage_yA8i" src="/img/support-k8s.png" alt="[object Object]"></div><h3>Resource Scheduler for K8s</h3><p>Fully K8s compatible, an alternative of the default K8s scheduler, but more powerful. Transparent for the existing K8s applications.</p></div><div class="col col--4"><div class="text--center"><img class="featureImage_yA8i" src="/img/cloud-native.png" alt="[object Object]"></div><h3>Cloud Native</h3><p>Supports both on-prem and on-cloud use cases. When running on cloud, it works with the autoscaler to bring maximum resource elasticity, with better throughput.</p></div></div></div></section><div class="postContainer_QeqF"><h1 class="whyText_JYIL">☺ Why YuniKorn?</h1><div class="postContent_ni6p"><img src="/img/why-hierarchical-queue.svg" alt="[object Object]"><h4>Hierarchical Resource Queues</h4><p>Gives the fine-grained control over the resources quota for different tenants, easily map to your organization structure. The queue min/max capacity offers the over-commitment and ensures the guaranteed resources at the same time.</p></div><div class="postContent_ni6p"><img src="/img/why-app.svg" alt="[object Object]"><h4>Application-aware Scheduling</h4><p>Recognize users, apps, queues. Apps are queued and scheduled with certain order. Apply the ordering based on resource fairness, submission time, and the priority. You get the more predictable scheduling results.</p></div><div class="postContent_ni6p"><img src="/img/why-save-cost.svg" alt="[object Object]"><h4>Efficiency and Cost Saving</h4><p>Optimized for Cloud, and accommodate the elasticity as much as possible. Gang Scheduling reduces the resource fragmentation, and triggers proactively up-scaling. Bin-packing turns the usage curve and lower your cost while running on Cloud.</p></div><div class="postContent_ni6p"><img src="/img/why-console.svg" alt="[object Object]"><h4>Central Management Console</h4><p>No more lost tracking the resource usage of the tenants! YuniKorn provides a central management UI and a one-stop-dashboard to track the resource utilization of the cluster, queues, and apps. 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index f9df3c8664b..a2ec29d333a 100644
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index 432d205ca02..f4f845edee2 100644
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diff --git a/sitemap.xml b/sitemap.xml
index c81450a3504..18af2105ea5 100644
--- a/sitemap.xml
+++ b/sitemap.xml
@@ -1 +1 @@
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