From ff5a452b5eded907395fe4418e54b0a66cf115af Mon Sep 17 00:00:00 2001
From: yunikorn-bot <yunikornscheduler@gmail.com>
Date: Thu, 24 Oct 2024 17:38:33 +0000
Subject: [PATCH] Auto refresh: [YUNIKORN-2894] Update KubeRay operator
 documentation for YuniKorn integration (#489)

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diff --git a/assets/js/660f1f01.3b097572.js b/assets/js/660f1f01.3b097572.js
new file mode 100644
index 00000000000..530ad51a700
--- /dev/null
+++ b/assets/js/660f1f01.3b097572.js
@@ -0,0 +1 @@
+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[18265],{80504:(e,r,n)=>{n.d(r,{Ay:()=>o,RM:()=>i});var s=n(13274),t=n(37155);const i=[{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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.h3,{id:"configure-your-ray-crdoptional",children:"Configure your Ray CRD(optional)"}),"\n",(0,s.jsxs)(r.p,{children:["If you disable admission controller, you need to add the schedulerName: yunikorn in ",(0,s.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,s.jsx)(r.pre,{children:(0,s.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 o(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(a,{...e})}):a(e)}},47026:(e,r,n)=>{n.d(r,{Ay:()=>o,RM:()=>i});var s=n(13274),t=n(37155);const i=[{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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.h2,{id:"setup-a-kuberay-operator",children:"Setup a KubeRay operator"}),"\n",(0,s.jsx)(r.pre,{children:(0,s.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 1.2.2 --set batchScheduler.name=yunikorn\n"})}),"\n",(0,s.jsxs)(r.ul,{children:["\n",(0,s.jsxs)(r.li,{children:["The result should be as shown below\n",(0,s.jsx)(r.img,{alt:"ray_cluster_operator",src:n(25252).A+"",width:"1182",height:"631"})]}),"\n"]})]})}function o(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(a,{...e})}):a(e)}},1e3:(e,r,n)=>{n.r(r),n.d(r,{assets:()=>l,contentTitle:()=>u,default:()=>y,frontMatter:()=>c,metadata:()=>d,toc:()=>p});var s=n(13274),t=n(37155),i=n(47026),a=n(80504),o=n(82482);const c={id:"run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",keywords:["Ray_crd"]},u=void 0,d={id:"user_guide/workloads/run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",source:"@site/docs/user_guide/workloads/run_ray_service.md",sourceDirName:"user_guide/workloads",slug:"/user_guide/workloads/run_ray_service",permalink:"/docs/next/user_guide/workloads/run_ray_service",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",keywords:["Ray_crd"]},sidebar:"docs",previous:{title:"Run RayJob",permalink:"/docs/next/user_guide/workloads/run_ray_job"},next:{title:"Prometheus and Grafana",permalink:"/docs/next/user_guide/observability/prometheus"}},l={},p=[...o.RM,...i.RM,...a.RM,{value:"Run a RayService",id:"run-a-rayservice",level:2},{value:"Verify the status of the Ray Serve applications",id:"verify-the-status-of-the-ray-serve-applications",level:2},{value:"Send requests to the RayService for testing",id:"send-requests-to-the-rayservice-for-testing",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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.admonition,{title:"Note",type:"info",children:(0,s.jsxs)(r.p,{children:["This example demonstrates how to set up ",(0,s.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html",children:"KubeRay"})," and run a ",(0,s.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayservice-quick-start.html",children:"RayService"})," 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 ",(0,s.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn",children:"Yunikorn supported labels"})," and ",(0,s.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/queue_config",children:"Yunikorn queue setting"}),"."]})}),"\n",(0,s.jsx)(o.Ay,{}),"\n",(0,s.jsx)(i.Ay,{}),"\n",(0,s.jsx)(a.Ay,{}),"\n",(0,s.jsx)(r.h2,{id:"run-a-rayservice",children:"Run a RayService"}),"\n",(0,s.jsx)(r.pre,{children:(0,s.jsx)(r.code,{children:"kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-service.sample.yaml\n"})}),"\n",(0,s.jsxs)(r.ul,{children:["\n",(0,s.jsxs)(r.li,{children:["RayService result\n",(0,s.jsx)(r.img,{alt:"ray_service_pod",src:n(18585).A+"",width:"1711",height:"680"})]}),"\n",(0,s.jsxs)(r.li,{children:["YuniKorn UI\n",(0,s.jsx)(r.img,{alt:"ray_service_on_ui",src:n(73738).A+"",width:"1857",height:"897"})]}),"\n"]}),"\n",(0,s.jsx)(r.h2,{id:"verify-the-status-of-the-ray-serve-applications",children:"Verify the status of the Ray Serve applications"}),"\n",(0,s.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,s.jsx)(r.pre,{children:(0,s.jsx)(r.code,{children:"kubectl port-forward svc/rayservice-sample-head-svc 8265:8265\n"})}),"\n",(0,s.jsxs)(r.p,{children:["After port-forward set up, you can access serve page in Ray dashboard by going to ",(0,s.jsx)(r.code,{children:"http://localhost:8265/#/serve"})," in your web browser."]}),"\n",(0,s.jsx)(r.p,{children:(0,s.jsx)(r.img,{alt:"kuberay-dashboard-ui",src:n(9979).A+"",width:"1830",height:"883"})}),"\n",(0,s.jsx)(r.h2,{id:"send-requests-to-the-rayservice-for-testing",children:"Send requests to the RayService for testing"}),"\n",(0,s.jsx)(r.pre,{children:(0,s.jsx)(r.code,{children:"kubectl run curl --image=radial/busyboxplus:curl -i --tty\n\ncurl -X POST -H 'Content-Type: application/json' rayservice-sample-serve-svc:8000/fruit/ -d '[\"MANGO\", 2]'\n\ncurl -X POST -H 'Content-Type: application/json' rayservice-sample-serve-svc:8000/calc/ -d '[\"MUL\", 3]'\n"})}),"\n",(0,s.jsxs)(r.p,{children:["Example:\n",(0,s.jsx)(r.img,{alt:"kuberay-service-api-testing",src:n(91047).A+"",width:"1371",height:"160"})]})]})}function y(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(h,{...e})}):h(e)}},82482:(e,r,n)=>{n.d(r,{Ay:()=>o,RM:()=>i});var s=n(13274),t=n(37155);const i=[{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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.h2,{id:"modify-yunikorn-settings",children:"Modify YuniKorn settings"}),"\n",(0,s.jsxs)(r.p,{children:["Follow ",(0,s.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,s.jsx)(r.pre,{children:(0,s.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 o(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(a,{...e})}):a(e)}},25252:(e,r,n)=>{n.d(r,{A:()=>s});const s=n.p+"assets/images/ray_cluster_operator-24963b289165db8894f7e611a0bc1d9a.png"},9979:(e,r,n)=>{n.d(r,{A:()=>s});const s=n.p+"assets/images/run-ray-service-kuberay-dashboard-ui-cdcc3b627640ce8708215ed442960635.png"},91047:(e,r,n)=>{n.d(r,{A:()=>s});const s=n.p+"assets/images/run-ray-service-kuberay-service-api-testing-c348204f684bcdf1701df10aaa6d1e78.png"},18585:(e,r,n)=>{n.d(r,{A:()=>s});const s=n.p+"assets/images/run-ray-service-kuberay-service-pod-536339173637e1353725832c30b69abf.png"},73738:(e,r,n)=>{n.d(r,{A:()=>s});const s=n.p+"assets/images/run-ray-service-yunikorn-ui-de7cac46e37e799cb12df5c9399eb2f0.png"},37155:(e,r,n)=>{n.d(r,{R:()=>a,x:()=>o});var s=n(79474);const t={},i=s.createContext(t);function a(e){const r=s.useContext(i);return s.useMemo((function(){return"function"==typeof e?e(r):{...r,...e}}),[r,e])}function o(e){let r;return r=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:a(e.components),s.createElement(i.Provider,{value:r},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/660f1f01.d6d0a62d.js b/assets/js/660f1f01.d6d0a62d.js
deleted file mode 100644
index 4833205f5e1..00000000000
--- a/assets/js/660f1f01.d6d0a62d.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[18265],{80504:(e,r,n)=>{n.d(r,{Ay:()=>o,RM:()=>i});var s=n(13274),t=n(37155);const i=[{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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.h3,{id:"configure-your-ray-crdoptional",children:"Configure your Ray CRD(optional)"}),"\n",(0,s.jsxs)(r.p,{children:["If you disable admission controller, you need to add the schedulerName: yunikorn in ",(0,s.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,s.jsx)(r.pre,{children:(0,s.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 o(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(a,{...e})}):a(e)}},47026:(e,r,n)=>{n.d(r,{Ay:()=>o,RM:()=>i});var s=n(13274),t=n(37155);const i=[{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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.h2,{id:"setup-a-kuberay-operator",children:"Setup a KubeRay operator"}),"\n",(0,s.jsx)(r.pre,{children:(0,s.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,s.jsxs)(r.ul,{children:["\n",(0,s.jsxs)(r.li,{children:["The result should be as shown below\n",(0,s.jsx)(r.img,{alt:"ray_cluster_operator",src:n(25252).A+"",width:"1182",height:"631"})]}),"\n"]})]})}function o(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,s.jsx)(r,{...e,children:(0,s.jsx)(a,{...e})}):a(e)}},1e3:(e,r,n)=>{n.r(r),n.d(r,{assets:()=>l,contentTitle:()=>u,default:()=>y,frontMatter:()=>c,metadata:()=>d,toc:()=>p});var s=n(13274),t=n(37155),i=n(47026),a=n(80504),o=n(82482);const c={id:"run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",keywords:["Ray_crd"]},u=void 0,d={id:"user_guide/workloads/run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",source:"@site/docs/user_guide/workloads/run_ray_service.md",sourceDirName:"user_guide/workloads",slug:"/user_guide/workloads/run_ray_service",permalink:"/docs/next/user_guide/workloads/run_ray_service",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"run_ray_service",title:"Run RayService",description:"How to run RayService jobs with YuniKorn",keywords:["Ray_crd"]},sidebar:"docs",previous:{title:"Run RayJob",permalink:"/docs/next/user_guide/workloads/run_ray_job"},next:{title:"Prometheus and Grafana",permalink:"/docs/next/user_guide/observability/prometheus"}},l={},p=[...o.RM,...i.RM,...a.RM,{value:"Run a RayService",id:"run-a-rayservice",level:2},{value:"Verify the status of the Ray Serve applications",id:"verify-the-status-of-the-ray-serve-applications",level:2},{value:"Send requests to the RayService for testing",id:"send-requests-to-the-rayservice-for-testing",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,t.R)(),...e.components};return(0,s.jsxs)(s.Fragment,{children:[(0,s.jsx)(r.admonition,{title:"Note",type:"info",children:(0,s.jsxs)(r.p,{children:["This example demonstrates how to set up ",(0,s.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html",children:"KubeRay"})," and run a ",(0,s.jsx)(r.a,{href:"https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayservice-quick-start.html",children:"RayService"})," with the YuniKorn scheduler. 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If you want more details, please refer to ",(0,s.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn",children:"Yunikorn supported labels"})," and ",(0,s.jsx)(r.a,{href:"https://yunikorn.apache.org/docs/user_guide/queue_config",children:"Yunikorn queue setting"}),"."]})}),"\n",(0,s.jsx)(o.Ay,{}),"\n",(0,s.jsx)(i.Ay,{}),"\n",(0,s.jsx)(a.Ay,{}),"\n",(0,s.jsx)(r.h2,{id:"run-a-rayservice",children:"Run a RayService"}),"\n",(0,s.jsx)(r.pre,{children:(0,s.jsx)(r.code,{children:"kubectl apply -f https://raw.githubusercontent.com/ray-project/kuberay/v1.1.1/ray-operator/config/samples/ray-service.sample.yaml\n"})}),"\n",(0,s.jsxs)(r.ul,{children:["\n",(0,s.jsxs)(r.li,{children:["RayService result\n",(0,s.jsx)(r.img,{alt:"ray_service_pod",src:n(18585).A+"",width:"1711",height:"680"})]}),"\n",(0,s.jsxs)(r.li,{children:["YuniKorn UI\n",(0,s.jsx)(r.img,{alt:"ray_service_on_ui",src:n(73738).A+"",width:"1857",height:"897"})]}),"\n"]}),"\n",(0,s.jsx)(r.h2,{id:"verify-the-status-of-the-ray-serve-applications",children:"Verify the status of the Ray Serve applications"}),"\n",(0,s.jsx)(r.p,{children:"Services in Kubernetes aren't directly accessible by default. 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diff --git a/assets/js/8c6b97bf.be2862e5.js b/assets/js/8c6b97bf.be2862e5.js
deleted file mode 100644
index 77e6f3a629d..00000000000
--- a/assets/js/8c6b97bf.be2862e5.js
+++ /dev/null
@@ -1 +0,0 @@
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diff --git a/assets/js/8c6b97bf.e0f2a555.js b/assets/js/8c6b97bf.e0f2a555.js
new file mode 100644
index 00000000000..3df847984e3
--- /dev/null
+++ b/assets/js/8c6b97bf.e0f2a555.js
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diff --git a/assets/js/e50d8128.00344f3c.js b/assets/js/e50d8128.00344f3c.js
new file mode 100644
index 00000000000..94ea8840537
--- /dev/null
+++ b/assets/js/e50d8128.00344f3c.js
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diff --git a/assets/js/e50d8128.fcd162b5.js b/assets/js/e50d8128.fcd162b5.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$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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e.languages.kotlin["class-name"];var t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,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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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/">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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/">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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">Pluggable App Management</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Pluggable App Management</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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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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/resilience">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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">Resilience</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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href="/docs/0.10.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><div 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/design/scheduler_configuration">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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_vZ3Q"><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-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/0.10.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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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/0.10.0/user_guide/workloads/run_spark/index.html b/docs/0.10.0/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbHomeIcon_hTEa"><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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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/sorting_policies">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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0.11.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/0.11.0/user_guide/workloads/run_spark/index.html b/docs/0.11.0/user_guide/workloads/run_spark/index.html
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0.11.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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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_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/sorting_policies">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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0.12.1</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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. 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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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0.12.1</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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0.12.1</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/sorting_policies">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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0.12.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/0.12.2/user_guide/workloads/run_spark/index.html b/docs/0.12.2/user_guide/workloads/run_spark/index.html
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0.12.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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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 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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Coding Guidelines</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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: 0.9.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_X9mg" 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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Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.9.0/design/scheduler_configuration">configuration design document</a>.</p>
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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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class="col docItemCol_WqSy"><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/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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Kubernetes with YuniKorn. 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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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class="col docItemCol_WqSy"><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/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="col docItemCol_WqSy"><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/user_guide/workloads/run_tf">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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You must install tf-operator first.
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itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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itemprop="name">Batch Workloads Ordering with StateAware Policy</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_X9mg" 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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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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. 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policies allow changing the scheduling behaviour without code changes.
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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: 1.0.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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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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: 1.1.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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policies allow changing the scheduling behaviour without code changes.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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/user_guide/workloads/run_tf">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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: 1.2.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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="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: 1.2.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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. 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class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/1.2.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/1.2.0/design/scheduler_configuration">configuration design document</a>.</p>
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content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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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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/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 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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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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: 1.3.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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/design/scheduler_configuration">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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. 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Priorities are
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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: 1.3.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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diff --git a/docs/1.3.0/user_guide/service_config/index.html b/docs/1.3.0/user_guide/service_config/index.html
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Cases</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Use Cases</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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="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: 1.3.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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 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viewBox="0 0 24 24" class="breadcrumbHomeIcon_hTEa"><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: 1.3.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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/1.4.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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/design/scheduler_configuration">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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type="button" class="clean-btn tocCollapsibleButton_I6fr">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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<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/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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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/1.5.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->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/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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: 1.5.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Pluggable App Management</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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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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: 1.5.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-markdown markdown"><header><h1>Deploy to Kubernetes</h1></header><p>The easiest way to deploy YuniKorn is to leverage our <a href="https://hub.helm.sh/charts/yunikorn/yunikorn" target="_blank" rel="noopener noreferrer">helm charts</a>,
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diff --git a/docs/1.5.0/developer_guide/openshift_development/index.html b/docs/1.5.0/developer_guide/openshift_development/index.html
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for <!-- -->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/performance/evaluate_perf_function_with_kubemark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 Kubemark</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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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Profiling instruments have been
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<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/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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diff --git a/docs/1.5.0/user_guide/workloads/workload_overview/index.html b/docs/1.5.0/user_guide/workloads/workload_overview/index.html
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class="admonitionIcon_XJlf"><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_vZ3Q"><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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docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.1</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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.1</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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markdown"><header><h1>End-to-End Testing</h1></header><p>End-to-end (e2e) tests for YuniKorn-K8shim provide a mechanism to test end-to-end behavior of the system, and is the last signal to ensure end user operations match developer specifications.</p>
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class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Dev Environment Setup</h1></header><p>There are several ways to setup a local development environment for Kubernetes.
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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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for <!-- -->Apache YuniKorn<!-- --> <b>1.5.1</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/evaluate_perf_function_with_kubemark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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 Kubemark</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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. 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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. 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and Queue Configuration</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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/1.5.1/design/scheduler_configuration">configuration design document</a>.</p>
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class="col docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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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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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role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/pluggable_app_management">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Pluggable App Management</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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docItemCol_WqSy"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.5.2</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> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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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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. 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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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/1.5.2/design/scheduler_configuration">configuration design document</a>.</p>
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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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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>
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class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
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itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
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class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
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for <!-- -->Apache YuniKorn<!-- --> <b>1.5.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.5.2</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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diff --git a/docs/1.5.2/user_guide/workloads/workload_overview/index.html b/docs/1.5.2/user_guide/workloads/workload_overview/index.html
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Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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"><header><h1>Architecture</h1></header><p>Apache YuniKorn is a light-weight, universal resource scheduler for container orchestrator systems.
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class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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="theme-doc-markdown markdown"><header><h1>User/Group handling and lookup design</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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-markdown markdown"><header><h1>Features</h1></header><p>The main features of YuniKorn include:</p>
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docItemCol_WqSy"><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/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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-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/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--warning"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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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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">Batch Workloads 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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_X9mg" 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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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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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="breadcrumbHomeIcon_hTEa"><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: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Profiling</h1></header><p>Use <a 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Profiling instruments have been
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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">ACLs</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>ACLs</h1></header><div class="theme-admonition theme-admonition-info admonition_DRKi alert alert--info"><div 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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">Event System</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Event System</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" id="overview">Overview<a 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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/observability/loki">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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">Observability</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">Loki</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Loki</h1></header><p>In this example, Loki, along with Promtail, is used to collect YuniKorn logs from the cluster. These logs are then visualized through a Grafana dashboard.</p>
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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 &amp; Queue Priorities</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="clean-btn tocCollapsibleButton_I6fr">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/next/design/scheduler_configuration">configuration design document</a>.</p>
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itemprop="name">Resource Quota Management</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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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charts to
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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_hTEa"><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">Sorting Policies</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="breadcrumbHomeIcon_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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>
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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_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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_ray_cluster">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayCluster</h1></header><div class="theme-admonition theme-admonition-note admonition_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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. Here&#x27;re the pre-requisites:</p><ul>
+<li>This tutorial assumes YuniKorn is <a href="/docs/next/">installed</a> under the namespace <code>yunikorn</code></li>
+<li>Use kube-ray version &gt;= 1.2.2 to enable support for YuniKorn gang scheduling</li>
+</ul></div></div>
+<h2 class="anchor anchorWithStickyNavbar_X9mg" id="install-yunikorn">Install YuniKorn<a href="#install-yunikorn" class="hash-link" aria-label="Direct link to Install YuniKorn" title="Direct link to Install YuniKorn">​</a></h2>
+<p>A simple script to install YuniKorn under the namespace <code>yunikorn</code>, refer to <a href="/docs/next/">Get Started</a> for more details.</p>
+<div class="language-shell codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-shell codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo add yunikorn https://apache.github.io/yunikorn-release</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 yunikorn yunikorn/yunikorn --create-namespace --namespace yunikorn</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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 class="codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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 1.2.2 --set batchScheduler.name=yunikorn</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_jdBJ"></li>
 </ul>
-<h2 class="anchor anchorWithStickyNavbar_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_X9mg" id="create-raycluster-with-yunikorn">Create RayCluster with YuniKorn<a href="#create-raycluster-with-yunikorn" class="hash-link" aria-label="Direct link to Create RayCluster with YuniKorn" title="Direct link to Create RayCluster with YuniKorn">​</a></h2>
+<p>In the example, we set the <code>ray.io/gang-scheduling-enabled</code> label to <code>true</code> to enable gang scheduling.</p>
+<!-- -->
+<div class="tabs-container tabList_kwY2"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_UbG1 tabs__item--active">x86-64 (Intel/Linux)</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_UbG1">Apple Silicon(arm64)</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_YAFS"><div class="language-yaml codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-yaml codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">cat &lt;&lt;EOF </span><span class="token punctuation" style="color:rgb(199, 146, 234)">|</span><span class="token plain"> kubectl apply </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">f </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">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> ray.io/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"> RayCluster</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">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> test</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">yunikorn</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token number" style="color:rgb(247, 140, 108)">0</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">ray.io/gang-scheduling-enabled</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;true&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">yunikorn.apache.org/app-id</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> test</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">yunikorn</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token number" style="color:rgb(247, 140, 108)">0</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">yunikorn.apache.org/queue</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> root.default</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">rayVersion</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;2.9.0&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">headGroupSpec</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">rayStartParams</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 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">template</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">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">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"> ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">head</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"> rayproject/ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">2.9.0</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 string" style="color:rgb(195, 232, 141)">&quot;1&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;2Gi&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">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;1&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;2Gi&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">workerGroupSpecs</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">groupName</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> worker</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">rayStartParams</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 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">replicas</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)">2</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">minReplicas</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)">2</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">maxReplicas</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)">2</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">template</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">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">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"> ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">head</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"> rayproject/ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">2.9.0</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 string" style="color:rgb(195, 232, 141)">&quot;1&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;1Gi&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">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;1&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;1Gi&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">EOF</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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><div role="tabpanel" class="tabItem_YAFS" hidden=""><div class="language-yaml codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-yaml codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">cat &lt;&lt;EOF </span><span class="token punctuation" style="color:rgb(199, 146, 234)">|</span><span class="token plain"> kubectl apply </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">f </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">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> ray.io/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"> RayCluster</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">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> test</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">yunikorn</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token number" style="color:rgb(247, 140, 108)">0</span><span class="token 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style="color:rgb(195, 232, 141)">&quot;2.9.0&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">headGroupSpec</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">rayStartParams</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 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">template</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">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">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"> ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token 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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;1&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;2Gi&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">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;1&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;2Gi&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">workerGroupSpecs</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span 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style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token number" style="color:rgb(247, 140, 108)">2</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">minReplicas</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)">2</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">maxReplicas</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)">2</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">template</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">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">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"> ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">head</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"> rayproject/ray</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain">2.9.0</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">aarch64</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 string" style="color:rgb(195, 232, 141)">&quot;1&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;1Gi&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">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;1&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;1Gi&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">EOF</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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></div></div>
 <ul>
 <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_jdBJ"></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_jdBJ"></li>
 </ul>
-<h3 class="anchor anchorWithStickyNavbar_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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 class="codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward service/test-yunikorn-0-head-svc 8265:8265</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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 the Ray dashboard by going to <code>http://localhost:8265</code> in your web browser.</p>
 <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_jdBJ"></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_ivnz 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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+<p>Have doubts? Check out the <a href="https://docs.ray.io/en/master/cluster/kubernetes/k8s-ecosystem/yunikorn.html" target="_blank" rel="noopener noreferrer">KubeRay integration with Apache YuniKorn</a> official documents.</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_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_ivnz thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#install-yunikorn" class="table-of-contents__link toc-highlight">Install YuniKorn</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-with-yunikorn" class="table-of-contents__link toc-highlight">Create RayCluster with YuniKorn</a></li><li><a href="#submit-a-rayjob-to-raycluster" class="table-of-contents__link toc-highlight">Submit a RayJob to RayCluster</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 href="https://blog.cloudera.com/yunikorn-a-universal-resources-scheduler/" target="_blank" rel="noopener noreferrer" class="footer__link-item">What&#x27;s YuniKorn?<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_KRyU"><path fill="currentColor" d="M21 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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_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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_ray_job">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
@@ -13,7 +13,7 @@ <h2 class="anchor anchorWithStickyNavbar_X9mg" id="modify-yunikorn-settings">Mod
 <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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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 class="codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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 1.2.2 --set batchScheduler.name=yunikorn</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_jdBJ"></li>
diff --git a/docs/next/user_guide/workloads/run_ray_service/index.html b/docs/next/user_guide/workloads/run_ray_service/index.html
index a41e75c36e7..fa242b3809d 100644
--- a/docs/next/user_guide/workloads/run_ray_service/index.html
+++ b/docs/next/user_guide/workloads/run_ray_service/index.html
@@ -4,8 +4,8 @@
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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_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><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_ray_service">latest version</a></b> (<!-- -->1.6.0<!-- -->).</div></div><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
@@ -13,7 +13,7 @@ <h2 class="anchor anchorWithStickyNavbar_X9mg" id="modify-yunikorn-settings">Mod
 <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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_X9mg" 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_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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 class="codeBlockContainer_EajB theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_yYRp"><pre tabindex="0" class="prism-code language-text codeBlock_z86c thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_zIeA"><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 1.2.2 --set batchScheduler.name=yunikorn</span><br></span></code></pre><div class="buttonGroup_mp8g"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_HhJ2" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_giQl"><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_Nh_7"><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_jdBJ"></li>
diff --git a/docs/next/user_guide/workloads/run_spark/index.html b/docs/next/user_guide/workloads/run_spark/index.html
index ded0178f5ac..8d29f062b07 100644
--- a/docs/next/user_guide/workloads/run_spark/index.html
+++ b/docs/next/user_guide/workloads/run_spark/index.html
@@ -4,8 +4,8 @@
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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="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_hTEa"><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">Observability</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">Loki</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Loki</h1></header><p>In this example, Loki, along with Promtail, is used to collect YuniKorn logs from the cluster. These logs are then visualized through a Grafana dashboard.</p>
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Thus, we need to set up a Prometheus server to collect these metrics.</p>
diff --git a/docs/user_guide/placement_rules/index.html b/docs/user_guide/placement_rules/index.html
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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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="docMainContainer_I6ad"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_WqSy"><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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">Preemption</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="breadcrumbs__link" 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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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/design/scheduler_configuration">configuration design document</a>.</p>
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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">Service Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Service Configuration</h1></header><p>The official distribution of YuniKorn is deployed via Helm charts to
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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span 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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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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class="breadcrumbs__link" itemprop="name">Use Cases</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Use Cases</h1></header><h2 class="anchor anchorWithStickyNavbar_X9mg" 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="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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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>
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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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
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docItemCol_WqSy"><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
diff --git a/docs/user_guide/workloads/run_ray_service/index.html b/docs/user_guide/workloads/run_ray_service/index.html
index 84bcf4f2a69..18aa969f33e 100644
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class="row"><div class="col docItemCol_WqSy"><div class="docItemContainer_Esva"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer_mFzf" 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_hTEa"><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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--info"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><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>
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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: 1.6.0</span><div class="tocCollapsible_GaFJ theme-doc-toc-mobile tocMobile_pwPL"><button type="button" class="clean-btn tocCollapsibleButton_I6fr">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_DRKi alert alert--secondary"><div class="admonitionHeading_Wd3u"><span class="admonitionIcon_XJlf"><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_vZ3Q"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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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 0ec3d5540fe..dd41e69fd00 100644
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