From 67cf724229c62de4f8fc7ab8353d35f2c02c49c8 Mon Sep 17 00:00:00 2001
From: yunikorn-bot <yunikornscheduler@gmail.com>
Date: Mon, 15 Jul 2024 12:44:06 +0000
Subject: [PATCH] Auto refresh: [YUNIKORN-2745] Log analysis adopting loki
 (#456)

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diff --git a/assets/js/4fd3fe56.c8f64428.js b/assets/js/4fd3fe56.c8f64428.js
new file mode 100644
index 00000000000..707d798ec27
--- /dev/null
+++ b/assets/js/4fd3fe56.c8f64428.js
@@ -0,0 +1 @@
+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[21672],{13397:(e,r,s)=>{s.r(r),s.d(r,{assets:()=>c,contentTitle:()=>a,default:()=>h,frontMatter:()=>o,metadata:()=>i,toc:()=>l});var n=s(13274),t=s(1780);const o={id:"prometheus",title:"Prometheus and Grafana"},a=void 0,i={id:"user_guide/prometheus",title:"Prometheus and Grafana",description:"\x3c!--",source:"@site/docs/user_guide/prometheus.md",sourceDirName:"user_guide",slug:"/user_guide/prometheus",permalink:"/docs/next/user_guide/prometheus",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"prometheus",title:"Prometheus and Grafana"},sidebar:"docs",previous:{title:"Labels and Annotations in YuniKorn",permalink:"/docs/next/user_guide/labels_and_annotations_in_yunikorn"},next:{title:"Loki",permalink:"/docs/next/user_guide/loki"}},c={},l=[{value:"Run Prometheus locally",id:"run-prometheus-locally",level:2},{value:"1. Download Prometheus release",id:"1-download-prometheus-release",level:3},{value:"2. Configure prometheus.yml",id:"2-configure-prometheusyml",level:3},{value:"3. Start port-forward",id:"3-start-port-forward",level:3},{value:"4. Execute prometheus",id:"4-execute-prometheus",level:3},{value:"5. Access the Prometheus UI",id:"5-access-the-prometheus-ui",level:3},{value:"Deploy Prometheus and Grafana in a cluster.",id:"deploy-prometheus-and-grafana-in-a-cluster",level:2},{value:"1. Add Prometheus repository to helm",id:"1-add-prometheus-repository-to-helm",level:3},{value:"2. Use helm to create Prometheus",id:"2-use-helm-to-create-prometheus",level:3},{value:"3. Use Service Mointor to Define monitor yunikorn service target",id:"3-use-service-mointor-to-define-monitor-yunikorn-service-target",level:3},{value:"4. 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Additionally, in the Helm version, we will explain how to integrate it with Grafana and provide generic Grafana Dashboards for monitoring Yunikorn's metrics and observing the changes over time."}),"\n",(0,n.jsxs)(r.p,{children:["If you don't know what metric can be used, you can use ",(0,n.jsx)(r.a,{href:"/docs/next/api/scheduler#metrics",children:"REST API"}),"."]}),"\n",(0,n.jsx)(r.h2,{id:"run-prometheus-locally",children:"Run Prometheus locally"}),"\n",(0,n.jsx)(r.h3,{id:"1-download-prometheus-release",children:"1. Download Prometheus release"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"wget https://github.com/prometheus/prometheus/releases/download/v2.30.3/prometheus-2.30.3.linux-amd64.tar.gz\n"})}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"tar xvfz prometheus-*.tar.gz\ncd prometheus-*\n"})}),"\n",(0,n.jsx)(r.h3,{id:"2-configure-prometheusyml",children:"2. 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Use helm to create Prometheus"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"# create k8s namespace\nkubectl create namespace prometheus\n\n# deploy chart\nhelm install prometheus prometheus-community/kube-prometheus-stack -n prometheus\n"})}),"\n",(0,n.jsx)(r.h3,{id:"3-use-service-mointor-to-define-monitor-yunikorn-service-target",children:"3. Use Service Mointor to Define monitor yunikorn service target"}),"\n",(0,n.jsxs)(r.p,{children:["create ",(0,n.jsx)(r.code,{children:"yunikorn-service-monitor.yaml"})," as following configuration."]}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"apiVersion: monitoring.coreos.com/v1\nkind: ServiceMonitor\nmetadata:\n  name: yunikorn-service-monitor\n  namespace: yunikorn\n  labels:\n    release: prometheus\nspec:\n  selector:\n    matchLabels:\n      app: yunikorn\n  namespaceSelector:\n    matchNames:\n      - yunikorn\n  endpoints:\n    - port: yunikorn-service\n      path: /ws/v1/metrics\n      interval: 30s\n"})}),"\n",(0,n.jsx)(r.p,{children:"Run the following command to create service monitor."}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl apply -f yunikorn-service-monitor.yaml\n"})}),"\n",(0,n.jsx)(r.h3,{id:"4-access-the-prometheus-web-ui",children:"4. Access the Prometheus Web UI"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl port-forward -n prometheus svc/prometheus-kube-prometheus-prometheus 9090:9090\n"})}),"\n",(0,n.jsxs)(r.p,{children:["After running port-forward, you can enter ",(0,n.jsx)(r.a,{href:"http://localhost:9090",children:"localhost:9090"})," to access Prometheus Web UI."]}),"\n",(0,n.jsx)(r.p,{children:"We can search yunikorn keyword to find the mointor target in targets page, and check the status."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"prometheus-web-ui-target-yunikorn",src:s(19173).A+"",width:"2404",height:"910"})}),"\n",(0,n.jsx)(r.h2,{id:"access-grafana-dashboard",children:"Access Grafana Dashboard"}),"\n",(0,n.jsx)(r.p,{children:"Port forwarding for the Grafana web service on the standard port can be turned on via:"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl port-forward -n prometheus svc/prometheus-grafana 7070:80\n"})}),"\n",(0,n.jsxs)(r.p,{children:["After running port-forward, you can enter ",(0,n.jsx)(r.a,{href:"http://localhost:7070",children:"localhost:7070"})," to access grafana, and in the login page, enter account:",(0,n.jsx)(r.code,{children:"admin"})," ,password:",(0,n.jsx)(r.code,{children:"prom-operator"}),"."]}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"grafana-login-page",src:s(74113).A+"",width:"2560",height:"1410"})}),"\n",(0,n.jsx)(r.h3,{id:"download-json-files-for-yunikorn-dashboard",children:"Download JSON files for Yunikorn Dashboard"}),"\n",(0,n.jsxs)(r.p,{children:["A dashboard consists of multiple panels that are organized and arranged in rows. Each panel has the ability to interact with data from any Grafana data source that has been configured. For more detailed information, please refer to the ",(0,n.jsx)(r.a,{href:"https://grafana.com/docs/grafana/latest/dashboards",children:"Grafana Dashboards"}),"."]}),"\n",(0,n.jsxs)(r.p,{children:["We provide a sample dashboard JSON file. To access it, you can navigate to the ",(0,n.jsx)(r.code,{children:"/deployments/grafana-dashboard"})," directory in the Yunikorn-k8shim repository."]}),"\n",(0,n.jsxs)(r.p,{children:["You can refer to the ",(0,n.jsx)(r.a,{href:"/docs/next/api/scheduler#metrics",children:"REST API"})," to build your own custom Dashboard."]}),"\n",(0,n.jsx)(r.h3,{id:"import-the-json-files-in-the-dashboard",children:"Import the JSON files in the Dashboard"}),"\n",(0,n.jsx)(r.p,{children:"Once you access the Dashboard page, you can proceed to import the provided JSON file."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"import_dashboard_01",src:s(55113).A+"",width:"2560",height:"1434"})}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"import_dashboard_02",src:s(24146).A+"",width:"2560",height:"1430"})}),"\n",(0,n.jsx)(r.p,{children:"Once the import is complete, you will be able to locate Yunikorn's Dashboard on the page. From there, you can regularly monitor the status of Yunikorn."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"grafana_dashboard",src:s(45196).A+"",width:"1079",height:"1376"})})]})}function h(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,n.jsx)(r,{...e,children:(0,n.jsx)(d,{...e})}):d(e)}},45196:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/grafana_dashboard-0befb519dda1c73efbd3bf308106f722.png"},74113:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/grafana_login_page-a1ded769d7575fa17b6acfd61f45a6f8.png"},55113:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/import_dashboard_01-8387f9f2ecc21d01579de036884e8b37.png"},24146:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/import_dashboard_02-26d463a674a2604bcceaed5047fa0715.png"},6222:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-cmd-e9648bf15688017326c8d89df9640099.png"},19173:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-web-ui-target-yunikorn-35fa661f3da57db7cc69d5c1a93cb092.png"},26677:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-web-ui-19fc9b727de2706c897400faf4095815.png"},1780:(e,r,s)=>{s.d(r,{R:()=>a,x:()=>i});var n=s(79474);const t={},o=n.createContext(t);function a(e){const r=n.useContext(o);return n.useMemo((function(){return"function"==typeof e?e(r):{...r,...e}}),[r,e])}function i(e){let r;return r=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:a(e.components),n.createElement(o.Provider,{value:r},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/4fd3fe56.ce9a21c7.js b/assets/js/4fd3fe56.ce9a21c7.js
deleted file mode 100644
index 21a595a4576..00000000000
--- a/assets/js/4fd3fe56.ce9a21c7.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[21672],{13397:(e,r,s)=>{s.r(r),s.d(r,{assets:()=>c,contentTitle:()=>a,default:()=>h,frontMatter:()=>o,metadata:()=>i,toc:()=>l});var n=s(13274),t=s(1780);const o={id:"prometheus",title:"Prometheus and Grafana"},a=void 0,i={id:"user_guide/prometheus",title:"Prometheus and Grafana",description:"\x3c!--",source:"@site/docs/user_guide/prometheus.md",sourceDirName:"user_guide",slug:"/user_guide/prometheus",permalink:"/docs/next/user_guide/prometheus",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"prometheus",title:"Prometheus and Grafana"},sidebar:"docs",previous:{title:"Labels and Annotations in YuniKorn",permalink:"/docs/next/user_guide/labels_and_annotations_in_yunikorn"},next:{title:"Use Cases",permalink:"/docs/next/user_guide/use_cases"}},c={},l=[{value:"Run Prometheus locally",id:"run-prometheus-locally",level:2},{value:"1. Download Prometheus release",id:"1-download-prometheus-release",level:3},{value:"2. Configure prometheus.yml",id:"2-configure-prometheusyml",level:3},{value:"3. Start port-forward",id:"3-start-port-forward",level:3},{value:"4. Execute prometheus",id:"4-execute-prometheus",level:3},{value:"5. Access the Prometheus UI",id:"5-access-the-prometheus-ui",level:3},{value:"Deploy Prometheus and Grafana in a cluster.",id:"deploy-prometheus-and-grafana-in-a-cluster",level:2},{value:"1. Add Prometheus repository to helm",id:"1-add-prometheus-repository-to-helm",level:3},{value:"2. Use helm to create Prometheus",id:"2-use-helm-to-create-prometheus",level:3},{value:"3. Use Service Mointor to Define monitor yunikorn service target",id:"3-use-service-mointor-to-define-monitor-yunikorn-service-target",level:3},{value:"4. Access the Prometheus Web UI",id:"4-access-the-prometheus-web-ui",level:3},{value:"Access Grafana Dashboard",id:"access-grafana-dashboard",level:2},{value:"Download JSON files for Yunikorn Dashboard",id:"download-json-files-for-yunikorn-dashboard",level:3},{value:"Import the JSON files in the Dashboard",id:"import-the-json-files-in-the-dashboard",level:3}];function d(e){const r={a:"a",code:"code",em:"em",h2:"h2",h3:"h3",img:"img",p:"p",pre:"pre",...(0,t.R)(),...e.components};return(0,n.jsxs)(n.Fragment,{children:[(0,n.jsx)(r.p,{children:"YuniKorn exposes its scheduling metrics via Prometheus. Thus, we need to set up a Prometheus server to collect these metrics."}),"\n",(0,n.jsx)(r.p,{children:"We will provide two methods for building Prometheus: either running it locally or using Helm to deploy it in your cluster. Additionally, in the Helm version, we will explain how to integrate it with Grafana and provide generic Grafana Dashboards for monitoring Yunikorn's metrics and observing the changes over time."}),"\n",(0,n.jsxs)(r.p,{children:["If you don't know what metric can be used, you can use ",(0,n.jsx)(r.a,{href:"/docs/next/api/scheduler#metrics",children:"REST API"}),"."]}),"\n",(0,n.jsx)(r.h2,{id:"run-prometheus-locally",children:"Run Prometheus locally"}),"\n",(0,n.jsx)(r.h3,{id:"1-download-prometheus-release",children:"1. Download Prometheus release"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"wget https://github.com/prometheus/prometheus/releases/download/v2.30.3/prometheus-2.30.3.linux-amd64.tar.gz\n"})}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"tar xvfz prometheus-*.tar.gz\ncd prometheus-*\n"})}),"\n",(0,n.jsx)(r.h3,{id:"2-configure-prometheusyml",children:"2. Configure prometheus.yml"}),"\n",(0,n.jsxs)(r.p,{children:["Prometheus collects metrics from\xa0",(0,n.jsx)(r.em,{children:"targets"}),"\xa0by scraping metrics HTTP endpoints."]}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"global:\n  scrape_interval:     3s\n  evaluation_interval: 15s\n\nscrape_configs:\n  - job_name: 'yunikorn'\n    scrape_interval: 1s\n    metrics_path: '/ws/v1/metrics'\n    static_configs:\n    - targets: ['localhost:9080'] \n    # 9080 is internal port, need port forward or modify 9080 to service's port\n"})}),"\n",(0,n.jsx)(r.h3,{id:"3-start-port-forward",children:"3. Start port-forward"}),"\n",(0,n.jsx)(r.p,{children:"Port forwarding for the core's web service on the standard port can be turned on via:"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"kubectl port-forward svc/yunikorn-service 9080:9080 -n yunikorn\n"})}),"\n",(0,n.jsxs)(r.p,{children:[(0,n.jsx)(r.code,{children:"9080"}),"is the default port for core's web service."]}),"\n",(0,n.jsx)(r.h3,{id:"4-execute-prometheus",children:"4. Execute prometheus"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-bash",children:"./prometheus --config.file=prometheus.yml\n"})}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"prometheus-cmd",src:s(6222).A+"",width:"2560",height:"662"})}),"\n",(0,n.jsx)(r.h3,{id:"5-access-the-prometheus-ui",children:"5. Access the Prometheus UI"}),"\n",(0,n.jsxs)(r.p,{children:["You should be able to browse to a status page at\xa0",(0,n.jsx)(r.a,{href:"http://localhost:9090/",children:"localhost:9090"}),". Give it a couple of seconds to collect data about itself from its own HTTP metrics endpoint."]}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"prometheus-web-ui",src:s(26677).A+"",width:"2560",height:"1418"})}),"\n",(0,n.jsxs)(r.p,{children:["You can also verify that Prometheus is serving metrics by navigating to its metrics endpoint:",(0,n.jsx)(r.a,{href:"http://localhost:9090/metrics",children:"localhost:9090/metrics"})]}),"\n",(0,n.jsx)(r.h2,{id:"deploy-prometheus-and-grafana-in-a-cluster",children:"Deploy Prometheus and Grafana in a cluster."}),"\n",(0,n.jsx)(r.h3,{id:"1-add-prometheus-repository-to-helm",children:"1. Add Prometheus repository to helm"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"# add helm repo\nhelm repo add prometheus-community https://prometheus-community.github.io/helm-charts\nhelm repo update\n"})}),"\n",(0,n.jsx)(r.h3,{id:"2-use-helm-to-create-prometheus",children:"2. Use helm to create Prometheus"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"# create k8s namespace\nkubectl create namespace prometheus\n\n# deploy chart\nhelm install prometheus prometheus-community/kube-prometheus-stack -n prometheus\n"})}),"\n",(0,n.jsx)(r.h3,{id:"3-use-service-mointor-to-define-monitor-yunikorn-service-target",children:"3. Use Service Mointor to Define monitor yunikorn service target"}),"\n",(0,n.jsxs)(r.p,{children:["create ",(0,n.jsx)(r.code,{children:"yunikorn-service-monitor.yaml"})," as following configuration."]}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-yaml",children:"apiVersion: monitoring.coreos.com/v1\nkind: ServiceMonitor\nmetadata:\n  name: yunikorn-service-monitor\n  namespace: yunikorn\n  labels:\n    release: prometheus\nspec:\n  selector:\n    matchLabels:\n      app: yunikorn\n  namespaceSelector:\n    matchNames:\n      - yunikorn\n  endpoints:\n    - port: yunikorn-service\n      path: /ws/v1/metrics\n      interval: 30s\n"})}),"\n",(0,n.jsx)(r.p,{children:"Run the following command to create service monitor."}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl apply -f yunikorn-service-monitor.yaml\n"})}),"\n",(0,n.jsx)(r.h3,{id:"4-access-the-prometheus-web-ui",children:"4. Access the Prometheus Web UI"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl port-forward -n prometheus svc/prometheus-kube-prometheus-prometheus 9090:9090\n"})}),"\n",(0,n.jsxs)(r.p,{children:["After running port-forward, you can enter ",(0,n.jsx)(r.a,{href:"http://localhost:9090",children:"localhost:9090"})," to access Prometheus Web UI."]}),"\n",(0,n.jsx)(r.p,{children:"We can search yunikorn keyword to find the mointor target in targets page, and check the status."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"prometheus-web-ui-target-yunikorn",src:s(19173).A+"",width:"2404",height:"910"})}),"\n",(0,n.jsx)(r.h2,{id:"access-grafana-dashboard",children:"Access Grafana Dashboard"}),"\n",(0,n.jsx)(r.p,{children:"Port forwarding for the Grafana web service on the standard port can be turned on via:"}),"\n",(0,n.jsx)(r.pre,{children:(0,n.jsx)(r.code,{className:"language-shell",children:"kubectl port-forward -n prometheus svc/prometheus-grafana 7070:80\n"})}),"\n",(0,n.jsxs)(r.p,{children:["After running port-forward, you can enter ",(0,n.jsx)(r.a,{href:"http://localhost:7070",children:"localhost:7070"})," to access grafana, and in the login page, enter account:",(0,n.jsx)(r.code,{children:"admin"})," ,password:",(0,n.jsx)(r.code,{children:"prom-operator"}),"."]}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"grafana-login-page",src:s(74113).A+"",width:"2560",height:"1410"})}),"\n",(0,n.jsx)(r.h3,{id:"download-json-files-for-yunikorn-dashboard",children:"Download JSON files for Yunikorn Dashboard"}),"\n",(0,n.jsxs)(r.p,{children:["A dashboard consists of multiple panels that are organized and arranged in rows. Each panel has the ability to interact with data from any Grafana data source that has been configured. For more detailed information, please refer to the ",(0,n.jsx)(r.a,{href:"https://grafana.com/docs/grafana/latest/dashboards",children:"Grafana Dashboards"}),"."]}),"\n",(0,n.jsxs)(r.p,{children:["We provide a sample dashboard JSON file. To access it, you can navigate to the ",(0,n.jsx)(r.code,{children:"/deployments/grafana-dashboard"})," directory in the Yunikorn-k8shim repository."]}),"\n",(0,n.jsxs)(r.p,{children:["You can refer to the ",(0,n.jsx)(r.a,{href:"/docs/next/api/scheduler#metrics",children:"REST API"})," to build your own custom Dashboard."]}),"\n",(0,n.jsx)(r.h3,{id:"import-the-json-files-in-the-dashboard",children:"Import the JSON files in the Dashboard"}),"\n",(0,n.jsx)(r.p,{children:"Once you access the Dashboard page, you can proceed to import the provided JSON file."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"import_dashboard_01",src:s(55113).A+"",width:"2560",height:"1434"})}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"import_dashboard_02",src:s(24146).A+"",width:"2560",height:"1430"})}),"\n",(0,n.jsx)(r.p,{children:"Once the import is complete, you will be able to locate Yunikorn's Dashboard on the page. From there, you can regularly monitor the status of Yunikorn."}),"\n",(0,n.jsx)(r.p,{children:(0,n.jsx)(r.img,{alt:"grafana_dashboard",src:s(45196).A+"",width:"1079",height:"1376"})})]})}function h(e={}){const{wrapper:r}={...(0,t.R)(),...e.components};return r?(0,n.jsx)(r,{...e,children:(0,n.jsx)(d,{...e})}):d(e)}},45196:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/grafana_dashboard-0befb519dda1c73efbd3bf308106f722.png"},74113:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/grafana_login_page-a1ded769d7575fa17b6acfd61f45a6f8.png"},55113:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/import_dashboard_01-8387f9f2ecc21d01579de036884e8b37.png"},24146:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/import_dashboard_02-26d463a674a2604bcceaed5047fa0715.png"},6222:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-cmd-e9648bf15688017326c8d89df9640099.png"},19173:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-web-ui-target-yunikorn-35fa661f3da57db7cc69d5c1a93cb092.png"},26677:(e,r,s)=>{s.d(r,{A:()=>n});const n=s.p+"assets/images/prometheus-web-ui-19fc9b727de2706c897400faf4095815.png"},1780:(e,r,s)=>{s.d(r,{R:()=>a,x:()=>i});var n=s(79474);const t={},o=n.createContext(t);function a(e){const r=n.useContext(o);return n.useMemo((function(){return"function"==typeof e?e(r):{...r,...e}}),[r,e])}function i(e){let r;return r=e.disableParentContext?"function"==typeof e.components?e.components(t):e.components||t:a(e.components),n.createElement(o.Provider,{value:r},e.children)}}}]);
\ No newline at end of file
diff --git a/assets/js/935f2afb.514a4faa.js b/assets/js/935f2afb.514a4faa.js
deleted file mode 100644
index b50a548c263..00000000000
--- a/assets/js/935f2afb.514a4faa.js
+++ /dev/null
@@ -1 +0,0 @@
-"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[98581],{35610:e=>{e.exports=JSON.parse('{"pluginId":"default","version":"current","label":"Next","banner":"unreleased","badge":true,"noIndex":false,"className":"docs-version-current","isLast":false,"docsSidebars":{"docs":[{"type":"category","label":"Get Started","items":[{"type":"link","label":"Get Started","href":"/docs/next/","docId":"get_started/user_guide","unlisted":false},{"type":"link","label":"Features","href":"/docs/next/get_started/core_features","docId":"get_started/core_features","unlisted":false},{"type":"link","label":"Version details","href":"/docs/next/get_started/version","docId":"get_started/version","unlisted":false}],"collapsed":true,"collapsible":true},{"type":"category","label":"User Guide","items":[{"type":"link","label":"Deployment Modes","href":"/docs/next/user_guide/deployment_modes","docId":"user_guide/deployment_modes","unlisted":false},{"type":"link","label":"Service 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-"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[55380],{91573:(e,n,r)=>{r.r(n),r.d(n,{assets:()=>l,contentTitle:()=>o,default:()=>h,frontMatter:()=>i,metadata:()=>d,toc:()=>a});var t=r(13274),s=r(1780);const i={id:"use_cases",title:"Use Cases"},o=void 0,d={id:"user_guide/use_cases",title:"Use Cases",description:"\x3c!--",source:"@site/docs/user_guide/use_case.md",sourceDirName:"user_guide",slug:"/user_guide/use_cases",permalink:"/docs/next/user_guide/use_cases",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"use_cases",title:"Use Cases"},sidebar:"docs",previous:{title:"Prometheus and Grafana",permalink:"/docs/next/user_guide/prometheus"},next:{title:"Event System",permalink:"/docs/next/user_guide/event_system"}},l={},a=[{value:"Introduction",id:"introduction",level:2},{value:"Prerequisite",id:"prerequisite",level:2},{value:"Partition and Queue Configuration",id:"partition-and-queue-configuration",level:2},{value:"User/Group Resolution &amp; ACL",id:"usergroup-resolution--acl",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration",level:3},{value:"Testing",id:"testing",level:3},{value:"Placement of different users",id:"placement-of-different-users",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-1",level:3},{value:"Testing",id:"testing-1",level:3},{value:"Limit usable resources on a queue level",id:"limit-usable-resources-on-a-queue-level",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-2",level:3},{value:"Testing",id:"testing-2",level:3},{value:"Preemption &amp; Priority scheduling with fencing",id:"preemption--priority-scheduling-with-fencing",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-3",level:3},{value:"Testing",id:"testing-3",level:3}];function c(e){const n={a:"a",code:"code",h2:"h2",h3:"h3",hr:"hr",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,s.R)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.h2,{id:"introduction",children:"Introduction"}),"\n",(0,t.jsx)(n.p,{children:"Yunikorn offers a range of features, including advanced capabilities like hierarchical resource queues, access control lists, resource limits, preemption, priority, and placement rules for managing your cluster. This page presents a real-world scenario to demonstrate the practical application of these features."}),"\n",(0,t.jsx)(n.p,{children:"We will now introduce the various functions and configurations of Yunikorn in sequence."}),"\n",(0,t.jsx)(n.p,{children:"The following will be included in this article\uff1a"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Access control with ACL"}),"\n",(0,t.jsx)(n.li,{children:"Placement of different users"}),"\n",(0,t.jsx)(n.li,{children:"Limit usable resources on a queue level"}),"\n",(0,t.jsx)(n.li,{children:"Preemption and priority scheduling with fencing"}),"\n"]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"prerequisite",children:"Prerequisite"}),"\n",(0,t.jsxs)(n.p,{children:["Before configuring yunikorn-config, we need to create users using ",(0,t.jsx)(n.a,{href:"https://kubernetes.io/docs/reference/access-authn-authz/authentication/",children:"Authentication"})," and ",(0,t.jsx)(n.a,{href:"https://kubernetes.io/docs/reference/access-authn-authz/rbac/",children:"RBAC"})," from Kubernetes."]}),"\n",(0,t.jsxs)(n.p,{children:["To create the necessary users for the example, you can download the ",(0,t.jsx)(n.code,{children:"create_user.sh"})," script directly from yunikorn-k8shim under ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/k8s-api-access",children:"deployment/examples/authz/k8s-api-access"}),"."]}),"\n",(0,t.jsx)(n.p,{children:"Here are the users we need to create:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user"}),(0,t.jsx)(n.th,{children:"group"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"admin"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue"}),(0,t.jsx)(n.td,{children:"group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"bob"}),(0,t.jsx)(n.td,{children:"group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim"}),(0,t.jsx)(n.td,{children:"group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"yono"}),(0,t.jsx)(n.td,{children:"group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"anonymous"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"After the user is created, the pod can be obtained by the following command to confirm the creation is successful\uff1a"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"kubectl --context=sue-context get pod\n"})}),"\n",(0,t.jsxs)(n.p,{children:["When you are done testing, you can run ",(0,t.jsx)(n.code,{children:"./remove-user.sh"})," in the folder to delete all users."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"partition-and-queue-configuration",children:"Partition and Queue Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In this use case, we configure the cluster for two purposes - system management and multi-tenancy, with two groups of tenants. Below is the queue configuration:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["Root","\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"system"}),"\n",(0,t.jsxs)(n.li,{children:["tenants","\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"group-a"}),"\n",(0,t.jsx)(n.li,{children:"group-b"}),"\n"]}),"\n"]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n          - name: tenants\n            queues:\n              - name: group-a\n              - name: group-b\n"})}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"queue_config",children:"Partition and Queue Configuration"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"usergroup-resolution--acl",children:"User/Group Resolution & ACL"}),"\n",(0,t.jsx)(n.p,{children:"In a multi-tenant environment, we want each user's workload to be independent from one another, with tenants restricted to using specific queues."}),"\n",(0,t.jsx)(n.p,{children:"In Yunikorn, there are two steps to manage users:"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsx)(n.li,{children:"The Admission Controller resolves the username and group and adds the user's informantion to the Annotation."}),"\n",(0,t.jsx)(n.li,{children:"Yunikorn compares whether the user is in the ACL of a specific queue to determine whether the user has permission to deploy applications on that queue."}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user"}),(0,t.jsx)(n.th,{children:"group"}),(0,t.jsx)(n.th,{children:"Queue allowed to put"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"system"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue"}),(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"bob"}),(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim"}),(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"yono"}),(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"x"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["In this configuration, we allow users in the admin group to use the system queue by setting ",(0,t.jsx)(n.code,{children:"adminacl: admin"})," for the ",(0,t.jsx)(n.code,{children:"root.system"})," queue. We also allow the group-a and group-b groups to use their respective queues (",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," and ",(0,t.jsx)(n.code,{children:"root.tenants.group-b"}),") by setting ",(0,t.jsx)(n.code,{children:"adminacl: group-a"})," and ",(0,t.jsx)(n.code,{children:"adminacl: group-b"})," for each queue, respectively."]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,group-a,group-b"\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n            adminacl: " admin"\n          - name: tenants\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n              - name: group-b\n                adminacl: " group-b"\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:"In this test scenario, we utilize three users to create a Pod, but the access control list restricts each user to create Pods only in the allowed queue."}),"\n",(0,t.jsx)(n.p,{children:"Among these users, one is named Sue and belongs to the group-a. Whenever Sue tries to create a Pod, the admission controller will first add the user's name and group to the Pod's annotation:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'Annotations:      \n   ...\n   yunikorn.apache.org/user.info: {"user":"sue","groups":["group-a","system:authenticated"]}\n   ...\n'})}),"\n",(0,t.jsx)(n.p,{children:"The scheduler will then determine whether to allow or block the user's pod based on the access control list of the assigned queue."}),"\n",(0,t.jsxs)(n.p,{children:["Here are the results for different users assigned to different queues. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/acl",children:"YAML file"})," we provide to test :"]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"Assign queue"}),(0,t.jsx)(n.th,{children:"result"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"created"}),(0,t.jsx)(n.td,{children:"nginx-1.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-1.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-2.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"created"}),(0,t.jsx)(n.td,{children:"nginx-2.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous, anonymous"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-3.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous, anonymous"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-3.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"usergroup_resolution",children:"User & Group Resolution"})," or ",(0,t.jsx)(n.a,{href:"acls",children:"ACLs"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"placement-of-different-users",children:"Placement of different users"}),"\n",(0,t.jsx)(n.p,{children:"To simplify the user's experience, the scheduler can dynamically assign the application to a queue and create a new queue if necessary. By setting up the placement rules properly, the user won't need to specify the queue to run their application on."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-1",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"Yunikorn offers extensive support for placement rules, allowing users to assign queues based on the namespace or username of the Pod, or to create queues based on user specifications."}),"\n",(0,t.jsx)(n.p,{children:'Let\'s take the "admin" user as an example to explain the configuration. We want the scheduler to create a new queue based on the queue provided by the "admin":'}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"placementrules:\n  - name: provided\n    create: true\n"})}),"\n",(0,t.jsxs)(n.p,{children:["To further restrict users and provide different placement rules for different users, we need to use ",(0,t.jsx)(n.code,{children:"filter"})," since the previous configuration cannot achieve this."]}),"\n",(0,t.jsxs)(n.p,{children:["Additionally, we want to separate the system and tenant queues, and for queues created by the admin, we want them to be under the system queue. To do so, we use the ",(0,t.jsx)(n.code,{children:"parent"})," attribute."]}),"\n",(0,t.jsxs)(n.p,{children:["To allow the queue to be designated as a parent, we need to set ",(0,t.jsx)(n.code,{children:"parent: true"})," in the parent queue."]}),"\n",(0,t.jsx)(n.p,{children:"Finally, we extend the configuration as follows:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"placementrules:\n  - name: provided\n    create: true\n    parent: # Specify the parent of the created queue as root.system\n      name: fixed\n      value: root.system\n    filter: # Only admin is allowed to use the rule\n      type: allow\n      users:\n        - admin\n      groups:\n        - admin\n"})}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"group"}),(0,t.jsx)(n.th,{children:"placement rule"}),(0,t.jsx)(n.th,{children:"fixed parent"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"root.system"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"username"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"namespace"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,group-a,group-b"\n  queues.yaml: |\n    partitions: \n      - name: default\n        placementrules:\n          - name: provided\n            create: true\n            parent:\n              name: fixed\n              value: root.system\n              filter:\n                type: allow\n                users:\n                  - admin\n                groups:\n                  - admin\n          - name: user\n            create: true\n            filter:\n              type: allow\n              groups:\n                - group-a\n            parent:\n              name: fixed\n              value: root.tenants.group-a\n          - name: tag\n            value: namespace\n            create: true\n            filter:\n              type: allow\n              groups:\n                - group-b\n            parent:\n              name: fixed\n              value: root.tenants.group-b\n        queues:\n          - name: root\n            queues:\n            - name: system\n              adminacl: " admin"\n              parent: true  # Let the queue be designated as the parent queue\n            - name: tenants\n              parent: true\n              queues:\n                - name: group-a\n                  adminacl: " group-a"\n                  parent: true\n                - name: group-b\n                  adminacl: " group-b"\n                  parent: true\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-1",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:"In this test example, we use three users to verify all the placement rules."}),"\n",(0,t.jsxs)(n.p,{children:["The following results are generated when creating a Pod according to different rules. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/placement-rules",children:"YAML file"})," we provide for testing:"]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"placement rule"}),(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"provide queue"}),(0,t.jsx)(n.th,{children:"namespace"}),(0,t.jsx)(n.th,{children:"Expected to be placed on"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"username"}),(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.tenants.group-a.sue"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"tag (value: namespace)"}),(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"dev"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b.dev"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"tag (value: namespace)"}),(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"test"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b.test"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"placement_rules",children:"App Placement Rules"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"limit-usable-resources-on-a-queue-level",children:"Limit usable resources on a queue level"}),"\n",(0,t.jsx)(n.p,{children:"To avoid unfair resource usage, we can limit and reserve the amount of resources per queue."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-2",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"guaranteed"}),(0,t.jsx)(n.th,{}),(0,t.jsx)(n.th,{children:"max"}),(0,t.jsx)(n.th,{})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"memory(G)"}),(0,t.jsx)(n.td,{children:"vcore"}),(0,t.jsx)(n.td,{children:"memory(G)"}),(0,t.jsx)(n.td,{children:"vcore"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root"}),(0,t.jsx)(n.td,{children:"x"}),(0,t.jsx)(n.td,{children:"x"}),(0,t.jsx)(n.td,{children:"15.6"}),(0,t.jsx)(n.td,{children:"16"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"6"}),(0,t.jsx)(n.td,{children:"6"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"}),(0,t.jsx)(n.td,{children:"8"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,^group-$"\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n            adminacl: " admin"\n            resources:\n              guaranteed:\n                {memory: 2G, vcore: 2}\n              max:\n                {memory: 6G, vcore: 6}\n          - name: tenants\n            resources:\n              guaranteed:\n                {memory: 2G, vcore: 2}\n              max:\n                {memory: 4G, vcore: 8}\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n                resources:\n                  guaranteed:\n                    {memory: 1G, vcore: 1}\n                  max:\n                    {memory: 2G, vcore: 4}\n              - name: group-b\n                adminacl: " group-b"\n                resources:\n                  guaranteed:\n                    {memory: 1G, vcore: 1}\n                  max:\n                    {memory: 2G, vcore: 4}\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-2",children:"Testing"}),"\n",(0,t.jsxs)(n.p,{children:["In the following example, we restrict ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," to use a maximum of ",(0,t.jsx)(n.code,{children:"{memory: 2G, vcore: 4}"})," resources."]}),"\n",(0,t.jsxs)(n.p,{children:["When group-A is deployed in ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," and the required resources exceed the limit, the remaining pods will be blocked."]}),"\n",(0,t.jsxs)(n.p,{children:["The results of deploying Pods in different queues are shown below. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/resource-limits",children:"YAML file"})," we provide for testing."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"Resource Limits for Destination Queues"}),(0,t.jsx)(n.th,{children:"request resources for each replicas"}),(0,t.jsx)(n.th,{children:"replica"}),(0,t.jsx)(n.th,{children:"result"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"{memory: 6G, vcore: 6}"}),(0,t.jsx)(n.td,{children:"{memory: 512M, vcore: 250m}"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"run all replica"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-A"}),(0,t.jsx)(n.td,{children:"{memory: 2G, vcore: 4}"}),(0,t.jsx)(n.td,{children:"{memory: 512M, vcore: 500m}"}),(0,t.jsx)(n.td,{children:"5"}),(0,t.jsx)(n.td,{children:"run 3 replica (4 replica will exceed the resource limit)"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"queue_config#resources",children:"Partition and Queue Configuration #Resources"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"preemption--priority-scheduling-with-fencing",children:"Preemption & Priority scheduling with fencing"}),"\n",(0,t.jsx)(n.p,{children:"YuniKorn supports priority scheduling, where priorities can be assigned to each task and also to each queue."}),"\n",(0,t.jsx)(n.p,{children:"This section demonstrates how to configure priority in a queue. If you want to configure the priority of each task, you can learn more about it from document Pod Priority and Preemption on Kubernete ."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-3",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root"}),(0,t.jsx)(n.td,{})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system"}),(0,t.jsx)(n.td,{})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"1000"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"-1000"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants"}),(0,t.jsx)(n.td,{children:"0 (fenced)"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"20 (fenced)"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"5 (fenced)"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"By default, all priorities are globally scoped, which means that all high-priority queues will be served first. However, we can also limit the priority to certain queues."}),"\n",(0,t.jsxs)(n.p,{children:["The following configuration sets up a fence to ensure that the priorities of the ",(0,t.jsx)(n.code,{children:"root.tenants"})," queues (and their sub-queues) are evaluated internally."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          properties:\n              application.sort.policy: fifo       # default value: fifo\n              application.sort.priority: enabled  # default value: enable\n          queues:\n          - name: system\n            adminacl: " admin"\n            queues:\n              - name: high-priority\n                properties:\n                  priority.offset: "1000"\n              - name: normal-priority\n                properties:\n                  priority.offset: "0"\n              - name: low-priority\n                properties:\n                  priority.offset: "-1000"\n          - name: tenants\n            properties:\n              priority.policy: "fence"\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n                properties:\n                  priority.offset: "20"\n              - name: group-b\n                adminacl: " group-b"\n                properties:\n                  priority.offset: "5"\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-3",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.strong,{children:"Case 1: priority"})}),"\n",(0,t.jsx)(n.p,{children:"In the first test, we deploy an equal number of Pods with identical resource requests to three queues with different priorities. Without any priorities, we would expect to see an equal number of Pods deployed to each queue."}),"\n",(0,t.jsx)(n.p,{children:"However, with priorities and limited resources, the high-priority queue can deploy all of its Pods, the medium-priority queue can deploy some Pods, and the low-priority queue won't be able to deploy any Pods until resources are released by the high-priority queue."}),"\n",(0,t.jsxs)(n.p,{children:["In the following tests, we run the environment with a node resource limit of ",(0,t.jsx)(n.code,{children:"{memory:16GB, vcore:16}"}),". Note that results will vary based on the environment, and you can modify the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/priority",children:"YAML file"})," we provide to achieve similar results."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"}),(0,t.jsx)(n.th,{children:"# of deploy apps"}),(0,t.jsx)(n.th,{children:"# of apps accept by yunikorn"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"1000"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"system.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"5"}),(0,t.jsx)(n.td,{children:"system.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"-1000"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"system.yaml"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.strong,{children:"Case 2: priority-fenced"})}),"\n",(0,t.jsx)(n.p,{children:"In the second test, we deploy the same number of Pods with the same resource requests to three different priority queues. However, this time, two queues are configured with a fence."}),"\n",(0,t.jsxs)(n.p,{children:["While scheduling the task. Even though ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," has a higher priority than the other two queues, the scheduler will still execute root.system.normal first, which is in the global scope. Then, the scheduler will compare priorities within the local scope of ",(0,t.jsx)(n.code,{children:"root.tenants"}),"."]}),"\n",(0,t.jsxs)(n.p,{children:["For the following tests, we run them in an environment with node resources of ",(0,t.jsx)(n.code,{children:"{memory:16GB, vcore:16}"}),". The results will vary in different environments, but you can obtain similar results by modifying the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/priority",children:"YAML file"})," we provide."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"}),(0,t.jsx)(n.th,{children:"# of deploy apps"}),(0,t.jsx)(n.th,{children:"# of apps accept by yunikorn"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0 (global)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"20 (fenced)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"6"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"5 (fenced)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"priorities",children:"App & Queue Priorities"}),"\xa0for more information."]})]})}function h(e={}){const{wrapper:n}={...(0,s.R)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(c,{...e})}):c(e)}},1780:(e,n,r)=>{r.d(n,{R:()=>o,x:()=>d});var t=r(79474);const s={},i=t.createContext(s);function o(e){const n=t.useContext(i);return t.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function d(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:o(e.components),t.createElement(i.Provider,{value:n},e.children)}}}]);
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+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[55380],{91573:(e,n,r)=>{r.r(n),r.d(n,{assets:()=>l,contentTitle:()=>o,default:()=>h,frontMatter:()=>i,metadata:()=>d,toc:()=>a});var t=r(13274),s=r(1780);const i={id:"use_cases",title:"Use Cases"},o=void 0,d={id:"user_guide/use_cases",title:"Use Cases",description:"\x3c!--",source:"@site/docs/user_guide/use_case.md",sourceDirName:"user_guide",slug:"/user_guide/use_cases",permalink:"/docs/next/user_guide/use_cases",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"use_cases",title:"Use Cases"},sidebar:"docs",previous:{title:"Loki",permalink:"/docs/next/user_guide/loki"},next:{title:"Event System",permalink:"/docs/next/user_guide/event_system"}},l={},a=[{value:"Introduction",id:"introduction",level:2},{value:"Prerequisite",id:"prerequisite",level:2},{value:"Partition and Queue Configuration",id:"partition-and-queue-configuration",level:2},{value:"User/Group Resolution &amp; ACL",id:"usergroup-resolution--acl",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration",level:3},{value:"Testing",id:"testing",level:3},{value:"Placement of different users",id:"placement-of-different-users",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-1",level:3},{value:"Testing",id:"testing-1",level:3},{value:"Limit usable resources on a queue level",id:"limit-usable-resources-on-a-queue-level",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-2",level:3},{value:"Testing",id:"testing-2",level:3},{value:"Preemption &amp; Priority scheduling with fencing",id:"preemption--priority-scheduling-with-fencing",level:2},{value:"Explanation of Configuration",id:"explanation-of-configuration-3",level:3},{value:"Testing",id:"testing-3",level:3}];function c(e){const n={a:"a",code:"code",h2:"h2",h3:"h3",hr:"hr",li:"li",ol:"ol",p:"p",pre:"pre",strong:"strong",table:"table",tbody:"tbody",td:"td",th:"th",thead:"thead",tr:"tr",ul:"ul",...(0,s.R)(),...e.components};return(0,t.jsxs)(t.Fragment,{children:[(0,t.jsx)(n.h2,{id:"introduction",children:"Introduction"}),"\n",(0,t.jsx)(n.p,{children:"Yunikorn offers a range of features, including advanced capabilities like hierarchical resource queues, access control lists, resource limits, preemption, priority, and placement rules for managing your cluster. This page presents a real-world scenario to demonstrate the practical application of these features."}),"\n",(0,t.jsx)(n.p,{children:"We will now introduce the various functions and configurations of Yunikorn in sequence."}),"\n",(0,t.jsx)(n.p,{children:"The following will be included in this article\uff1a"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"Access control with ACL"}),"\n",(0,t.jsx)(n.li,{children:"Placement of different users"}),"\n",(0,t.jsx)(n.li,{children:"Limit usable resources on a queue level"}),"\n",(0,t.jsx)(n.li,{children:"Preemption and priority scheduling with fencing"}),"\n"]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"prerequisite",children:"Prerequisite"}),"\n",(0,t.jsxs)(n.p,{children:["Before configuring yunikorn-config, we need to create users using ",(0,t.jsx)(n.a,{href:"https://kubernetes.io/docs/reference/access-authn-authz/authentication/",children:"Authentication"})," and ",(0,t.jsx)(n.a,{href:"https://kubernetes.io/docs/reference/access-authn-authz/rbac/",children:"RBAC"})," from Kubernetes."]}),"\n",(0,t.jsxs)(n.p,{children:["To create the necessary users for the example, you can download the ",(0,t.jsx)(n.code,{children:"create_user.sh"})," script directly from yunikorn-k8shim under ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/k8s-api-access",children:"deployment/examples/authz/k8s-api-access"}),"."]}),"\n",(0,t.jsx)(n.p,{children:"Here are the users we need to create:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user"}),(0,t.jsx)(n.th,{children:"group"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"admin"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue"}),(0,t.jsx)(n.td,{children:"group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"bob"}),(0,t.jsx)(n.td,{children:"group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim"}),(0,t.jsx)(n.td,{children:"group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"yono"}),(0,t.jsx)(n.td,{children:"group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"anonymous"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"After the user is created, the pod can be obtained by the following command to confirm the creation is successful\uff1a"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"kubectl --context=sue-context get pod\n"})}),"\n",(0,t.jsxs)(n.p,{children:["When you are done testing, you can run ",(0,t.jsx)(n.code,{children:"./remove-user.sh"})," in the folder to delete all users."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"partition-and-queue-configuration",children:"Partition and Queue Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In this use case, we configure the cluster for two purposes - system management and multi-tenancy, with two groups of tenants. Below is the queue configuration:"}),"\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsxs)(n.li,{children:["Root","\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"system"}),"\n",(0,t.jsxs)(n.li,{children:["tenants","\n",(0,t.jsxs)(n.ul,{children:["\n",(0,t.jsx)(n.li,{children:"group-a"}),"\n",(0,t.jsx)(n.li,{children:"group-b"}),"\n"]}),"\n"]}),"\n"]}),"\n"]}),"\n"]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n          - name: tenants\n            queues:\n              - name: group-a\n              - name: group-b\n"})}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"queue_config",children:"Partition and Queue Configuration"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"usergroup-resolution--acl",children:"User/Group Resolution & ACL"}),"\n",(0,t.jsx)(n.p,{children:"In a multi-tenant environment, we want each user's workload to be independent from one another, with tenants restricted to using specific queues."}),"\n",(0,t.jsx)(n.p,{children:"In Yunikorn, there are two steps to manage users:"}),"\n",(0,t.jsxs)(n.ol,{children:["\n",(0,t.jsx)(n.li,{children:"The Admission Controller resolves the username and group and adds the user's informantion to the Annotation."}),"\n",(0,t.jsx)(n.li,{children:"Yunikorn compares whether the user is in the ACL of a specific queue to determine whether the user has permission to deploy applications on that queue."}),"\n"]}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user"}),(0,t.jsx)(n.th,{children:"group"}),(0,t.jsx)(n.th,{children:"Queue allowed to put"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"system"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue"}),(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"bob"}),(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim"}),(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"yono"}),(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"anonymous"}),(0,t.jsx)(n.td,{children:"x"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["In this configuration, we allow users in the admin group to use the system queue by setting ",(0,t.jsx)(n.code,{children:"adminacl: admin"})," for the ",(0,t.jsx)(n.code,{children:"root.system"})," queue. We also allow the group-a and group-b groups to use their respective queues (",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," and ",(0,t.jsx)(n.code,{children:"root.tenants.group-b"}),") by setting ",(0,t.jsx)(n.code,{children:"adminacl: group-a"})," and ",(0,t.jsx)(n.code,{children:"adminacl: group-b"})," for each queue, respectively."]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,group-a,group-b"\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n            adminacl: " admin"\n          - name: tenants\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n              - name: group-b\n                adminacl: " group-b"\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:"In this test scenario, we utilize three users to create a Pod, but the access control list restricts each user to create Pods only in the allowed queue."}),"\n",(0,t.jsx)(n.p,{children:"Among these users, one is named Sue and belongs to the group-a. Whenever Sue tries to create a Pod, the admission controller will first add the user's name and group to the Pod's annotation:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'Annotations:      \n   ...\n   yunikorn.apache.org/user.info: {"user":"sue","groups":["group-a","system:authenticated"]}\n   ...\n'})}),"\n",(0,t.jsx)(n.p,{children:"The scheduler will then determine whether to allow or block the user's pod based on the access control list of the assigned queue."}),"\n",(0,t.jsxs)(n.p,{children:["Here are the results for different users assigned to different queues. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/acl",children:"YAML file"})," we provide to test :"]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"Assign queue"}),(0,t.jsx)(n.th,{children:"result"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"created"}),(0,t.jsx)(n.td,{children:"nginx-1.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-1.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-2.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"created"}),(0,t.jsx)(n.td,{children:"nginx-2.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous, anonymous"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-3.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"anonymous, anonymous"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"blocked"}),(0,t.jsx)(n.td,{children:"nginx-3.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"usergroup_resolution",children:"User & Group Resolution"})," or ",(0,t.jsx)(n.a,{href:"acls",children:"ACLs"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"placement-of-different-users",children:"Placement of different users"}),"\n",(0,t.jsx)(n.p,{children:"To simplify the user's experience, the scheduler can dynamically assign the application to a queue and create a new queue if necessary. By setting up the placement rules properly, the user won't need to specify the queue to run their application on."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-1",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"Yunikorn offers extensive support for placement rules, allowing users to assign queues based on the namespace or username of the Pod, or to create queues based on user specifications."}),"\n",(0,t.jsx)(n.p,{children:'Let\'s take the "admin" user as an example to explain the configuration. We want the scheduler to create a new queue based on the queue provided by the "admin":'}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"placementrules:\n  - name: provided\n    create: true\n"})}),"\n",(0,t.jsxs)(n.p,{children:["To further restrict users and provide different placement rules for different users, we need to use ",(0,t.jsx)(n.code,{children:"filter"})," since the previous configuration cannot achieve this."]}),"\n",(0,t.jsxs)(n.p,{children:["Additionally, we want to separate the system and tenant queues, and for queues created by the admin, we want them to be under the system queue. To do so, we use the ",(0,t.jsx)(n.code,{children:"parent"})," attribute."]}),"\n",(0,t.jsxs)(n.p,{children:["To allow the queue to be designated as a parent, we need to set ",(0,t.jsx)(n.code,{children:"parent: true"})," in the parent queue."]}),"\n",(0,t.jsx)(n.p,{children:"Finally, we extend the configuration as follows:"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:"placementrules:\n  - name: provided\n    create: true\n    parent: # Specify the parent of the created queue as root.system\n      name: fixed\n      value: root.system\n    filter: # Only admin is allowed to use the rule\n      type: allow\n      users:\n        - admin\n      groups:\n        - admin\n"})}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"group"}),(0,t.jsx)(n.th,{children:"placement rule"}),(0,t.jsx)(n.th,{children:"fixed parent"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin"}),(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"root.system"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"group-a"}),(0,t.jsx)(n.td,{children:"username"}),(0,t.jsx)(n.td,{children:"root.tenants.group-a"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"group-b"}),(0,t.jsx)(n.td,{children:"namespace"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,group-a,group-b"\n  queues.yaml: |\n    partitions: \n      - name: default\n        placementrules:\n          - name: provided\n            create: true\n            parent:\n              name: fixed\n              value: root.system\n              filter:\n                type: allow\n                users:\n                  - admin\n                groups:\n                  - admin\n          - name: user\n            create: true\n            filter:\n              type: allow\n              groups:\n                - group-a\n            parent:\n              name: fixed\n              value: root.tenants.group-a\n          - name: tag\n            value: namespace\n            create: true\n            filter:\n              type: allow\n              groups:\n                - group-b\n            parent:\n              name: fixed\n              value: root.tenants.group-b\n        queues:\n          - name: root\n            queues:\n            - name: system\n              adminacl: " admin"\n              parent: true  # Let the queue be designated as the parent queue\n            - name: tenants\n              parent: true\n              queues:\n                - name: group-a\n                  adminacl: " group-a"\n                  parent: true\n                - name: group-b\n                  adminacl: " group-b"\n                  parent: true\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-1",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:"In this test example, we use three users to verify all the placement rules."}),"\n",(0,t.jsxs)(n.p,{children:["The following results are generated when creating a Pod according to different rules. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/placement-rules",children:"YAML file"})," we provide for testing:"]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"placement rule"}),(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"provide queue"}),(0,t.jsx)(n.th,{children:"namespace"}),(0,t.jsx)(n.th,{children:"Expected to be placed on"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"provided"}),(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"username"}),(0,t.jsx)(n.td,{children:"sue, group-a"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"root.tenants.group-a.sue"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"tag (value: namespace)"}),(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"dev"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b.dev"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"tag (value: namespace)"}),(0,t.jsx)(n.td,{children:"kim, group-b"}),(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"test"}),(0,t.jsx)(n.td,{children:"root.tenants.group-b.test"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"placement_rules",children:"App Placement Rules"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"limit-usable-resources-on-a-queue-level",children:"Limit usable resources on a queue level"}),"\n",(0,t.jsx)(n.p,{children:"To avoid unfair resource usage, we can limit and reserve the amount of resources per queue."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-2",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"guaranteed"}),(0,t.jsx)(n.th,{}),(0,t.jsx)(n.th,{children:"max"}),(0,t.jsx)(n.th,{})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{}),(0,t.jsx)(n.td,{children:"memory(G)"}),(0,t.jsx)(n.td,{children:"vcore"}),(0,t.jsx)(n.td,{children:"memory(G)"}),(0,t.jsx)(n.td,{children:"vcore"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root"}),(0,t.jsx)(n.td,{children:"x"}),(0,t.jsx)(n.td,{children:"x"}),(0,t.jsx)(n.td,{children:"15.6"}),(0,t.jsx)(n.td,{children:"16"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"6"}),(0,t.jsx)(n.td,{children:"6"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"}),(0,t.jsx)(n.td,{children:"8"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"2"}),(0,t.jsx)(n.td,{children:"4"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"Configuration for testing :"}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  admissionController.accessControl.externalGroups: "admin,^group-$"\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          queues:\n          - name: system\n            adminacl: " admin"\n            resources:\n              guaranteed:\n                {memory: 2G, vcore: 2}\n              max:\n                {memory: 6G, vcore: 6}\n          - name: tenants\n            resources:\n              guaranteed:\n                {memory: 2G, vcore: 2}\n              max:\n                {memory: 4G, vcore: 8}\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n                resources:\n                  guaranteed:\n                    {memory: 1G, vcore: 1}\n                  max:\n                    {memory: 2G, vcore: 4}\n              - name: group-b\n                adminacl: " group-b"\n                resources:\n                  guaranteed:\n                    {memory: 1G, vcore: 1}\n                  max:\n                    {memory: 2G, vcore: 4}\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-2",children:"Testing"}),"\n",(0,t.jsxs)(n.p,{children:["In the following example, we restrict ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," to use a maximum of ",(0,t.jsx)(n.code,{children:"{memory: 2G, vcore: 4}"})," resources."]}),"\n",(0,t.jsxs)(n.p,{children:["When group-A is deployed in ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," and the required resources exceed the limit, the remaining pods will be blocked."]}),"\n",(0,t.jsxs)(n.p,{children:["The results of deploying Pods in different queues are shown below. You can use the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/resource-limits",children:"YAML file"})," we provide for testing."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"user, group"}),(0,t.jsx)(n.th,{children:"Resource Limits for Destination Queues"}),(0,t.jsx)(n.th,{children:"request resources for each replicas"}),(0,t.jsx)(n.th,{children:"replica"}),(0,t.jsx)(n.th,{children:"result"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"admin, admin"}),(0,t.jsx)(n.td,{children:"{memory: 6G, vcore: 6}"}),(0,t.jsx)(n.td,{children:"{memory: 512M, vcore: 250m}"}),(0,t.jsx)(n.td,{children:"1"}),(0,t.jsx)(n.td,{children:"run all replica"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"sue, group-A"}),(0,t.jsx)(n.td,{children:"{memory: 2G, vcore: 4}"}),(0,t.jsx)(n.td,{children:"{memory: 512M, vcore: 500m}"}),(0,t.jsx)(n.td,{children:"5"}),(0,t.jsx)(n.td,{children:"run 3 replica (4 replica will exceed the resource limit)"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"queue_config#resources",children:"Partition and Queue Configuration #Resources"}),"\xa0for more information."]}),"\n",(0,t.jsx)(n.hr,{}),"\n",(0,t.jsx)(n.h2,{id:"preemption--priority-scheduling-with-fencing",children:"Preemption & Priority scheduling with fencing"}),"\n",(0,t.jsx)(n.p,{children:"YuniKorn supports priority scheduling, where priorities can be assigned to each task and also to each queue."}),"\n",(0,t.jsx)(n.p,{children:"This section demonstrates how to configure priority in a queue. If you want to configure the priority of each task, you can learn more about it from document Pod Priority and Preemption on Kubernete ."}),"\n",(0,t.jsx)(n.h3,{id:"explanation-of-configuration-3",children:"Explanation of Configuration"}),"\n",(0,t.jsx)(n.p,{children:"In the following example, we configure the configuration based on the following:"}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root"}),(0,t.jsx)(n.td,{})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system"}),(0,t.jsx)(n.td,{})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"1000"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"-1000"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants"}),(0,t.jsx)(n.td,{children:"0 (fenced)"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"20 (fenced)"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"5 (fenced)"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:"By default, all priorities are globally scoped, which means that all high-priority queues will be served first. However, we can also limit the priority to certain queues."}),"\n",(0,t.jsxs)(n.p,{children:["The following configuration sets up a fence to ensure that the priorities of the ",(0,t.jsx)(n.code,{children:"root.tenants"})," queues (and their sub-queues) are evaluated internally."]}),"\n",(0,t.jsx)(n.pre,{children:(0,t.jsx)(n.code,{className:"language-yaml",children:'kind: ConfigMap\nmetadata:\n  name: yunikorn-configs\n  namespace: yunikorn\napiVersion: v1\ndata:\n  queues.yaml: |\n    partitions: \n    - name: default\n      queues:\n        - name: root\n          properties:\n              application.sort.policy: fifo       # default value: fifo\n              application.sort.priority: enabled  # default value: enable\n          queues:\n          - name: system\n            adminacl: " admin"\n            queues:\n              - name: high-priority\n                properties:\n                  priority.offset: "1000"\n              - name: normal-priority\n                properties:\n                  priority.offset: "0"\n              - name: low-priority\n                properties:\n                  priority.offset: "-1000"\n          - name: tenants\n            properties:\n              priority.policy: "fence"\n            queues:\n              - name: group-a\n                adminacl: " group-a"\n                properties:\n                  priority.offset: "20"\n              - name: group-b\n                adminacl: " group-b"\n                properties:\n                  priority.offset: "5"\n'})}),"\n",(0,t.jsx)(n.h3,{id:"testing-3",children:"Testing"}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.strong,{children:"Case 1: priority"})}),"\n",(0,t.jsx)(n.p,{children:"In the first test, we deploy an equal number of Pods with identical resource requests to three queues with different priorities. Without any priorities, we would expect to see an equal number of Pods deployed to each queue."}),"\n",(0,t.jsx)(n.p,{children:"However, with priorities and limited resources, the high-priority queue can deploy all of its Pods, the medium-priority queue can deploy some Pods, and the low-priority queue won't be able to deploy any Pods until resources are released by the high-priority queue."}),"\n",(0,t.jsxs)(n.p,{children:["In the following tests, we run the environment with a node resource limit of ",(0,t.jsx)(n.code,{children:"{memory:16GB, vcore:16}"}),". Note that results will vary based on the environment, and you can modify the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/priority",children:"YAML file"})," we provide to achieve similar results."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"}),(0,t.jsx)(n.th,{children:"# of deploy apps"}),(0,t.jsx)(n.th,{children:"# of apps accept by yunikorn"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.low-priority"}),(0,t.jsx)(n.td,{children:"1000"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"system.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"5"}),(0,t.jsx)(n.td,{children:"system.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.high-priority"}),(0,t.jsx)(n.td,{children:"-1000"}),(0,t.jsx)(n.td,{children:"8"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"system.yaml"})]})]})]}),"\n",(0,t.jsx)(n.p,{children:(0,t.jsx)(n.strong,{children:"Case 2: priority-fenced"})}),"\n",(0,t.jsx)(n.p,{children:"In the second test, we deploy the same number of Pods with the same resource requests to three different priority queues. However, this time, two queues are configured with a fence."}),"\n",(0,t.jsxs)(n.p,{children:["While scheduling the task. Even though ",(0,t.jsx)(n.code,{children:"root.tenants.group-a"})," has a higher priority than the other two queues, the scheduler will still execute root.system.normal first, which is in the global scope. Then, the scheduler will compare priorities within the local scope of ",(0,t.jsx)(n.code,{children:"root.tenants"}),"."]}),"\n",(0,t.jsxs)(n.p,{children:["For the following tests, we run them in an environment with node resources of ",(0,t.jsx)(n.code,{children:"{memory:16GB, vcore:16}"}),". The results will vary in different environments, but you can obtain similar results by modifying the ",(0,t.jsx)(n.a,{href:"https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/priority",children:"YAML file"})," we provide."]}),"\n",(0,t.jsxs)(n.table,{children:[(0,t.jsx)(n.thead,{children:(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.th,{children:"queue"}),(0,t.jsx)(n.th,{children:"offset"}),(0,t.jsx)(n.th,{children:"# of deploy apps"}),(0,t.jsx)(n.th,{children:"# of apps accept by yunikorn"}),(0,t.jsx)(n.th,{children:"YAML filename"})]})}),(0,t.jsxs)(n.tbody,{children:[(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.system.normal-priority"}),(0,t.jsx)(n.td,{children:"0 (global)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"nginx-admin.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-a"}),(0,t.jsx)(n.td,{children:"20 (fenced)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"6"}),(0,t.jsx)(n.td,{children:"nginx-sue.yaml"})]}),(0,t.jsxs)(n.tr,{children:[(0,t.jsx)(n.td,{children:"root.tenants.group-b"}),(0,t.jsx)(n.td,{children:"5 (fenced)"}),(0,t.jsx)(n.td,{children:"7"}),(0,t.jsx)(n.td,{children:"0"}),(0,t.jsx)(n.td,{children:"nginx-kim.yaml"})]})]})]}),"\n",(0,t.jsxs)(n.p,{children:["See the documentation on ",(0,t.jsx)(n.a,{href:"priorities",children:"App & Queue Priorities"}),"\xa0for more information."]})]})}function h(e={}){const{wrapper:n}={...(0,s.R)(),...e.components};return n?(0,t.jsx)(n,{...e,children:(0,t.jsx)(c,{...e})}):c(e)}},1780:(e,n,r)=>{r.d(n,{R:()=>o,x:()=>d});var t=r(79474);const s={},i=t.createContext(s);function o(e){const n=t.useContext(i);return t.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function d(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(s):e.components||s:o(e.components),t.createElement(i.Provider,{value:n},e.children)}}}]);
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+++ b/assets/js/fa702acd.25511d98.js
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+"use strict";(self.webpackChunkwebsite=self.webpackChunkwebsite||[]).push([[5879],{60916:(e,n,t)=>{t.r(n),t.d(n,{assets:()=>o,contentTitle:()=>r,default:()=>h,frontMatter:()=>s,metadata:()=>l,toc:()=>c});var i=t(13274),a=t(1780);const s={id:"loki",title:"Loki"},r=void 0,l={id:"user_guide/loki",title:"Loki",description:"\x3c!--",source:"@site/docs/user_guide/loki.md",sourceDirName:"user_guide",slug:"/user_guide/loki",permalink:"/docs/next/user_guide/loki",draft:!1,unlisted:!1,tags:[],version:"current",frontMatter:{id:"loki",title:"Loki"},sidebar:"docs",previous:{title:"Prometheus and Grafana",permalink:"/docs/next/user_guide/prometheus"},next:{title:"Use Cases",permalink:"/docs/next/user_guide/use_cases"}},o={},c=[{value:"Modify YuniKorn settings",id:"modify-yunikorn-settings",level:2},{value:"Install Grafana",id:"install-grafana",level:2},{value:"Install Loki",id:"install-loki",level:2},{value:"Install promtail",id:"install-promtail",level:2},{value:"Grafana settings to connect to Loki",id:"grafana-settings-to-connect-to-loki",level:2},{value:"1. Access the Grafana Web UI",id:"1-access-the-grafana-web-ui",level:3},{value:"2. Set URL and HTTP headers",id:"2-set-url-and-http-headers",level:3},{value:"set URL field <code>http://loki-gateway</code>",id:"set-url-field-httploki-gateway",level:4},{value:"In order to fetch logs from promtail which tenantID is user, set HTTP headers field X-Scope-OrgId with user.",id:"in-order-to-fetch-logs-from-promtail-which-tenantid-is-user-set-http-headers-field-x-scope-orgid-with-user",level:4},{value:"Loki log result",id:"loki-log-result",level:2}];function d(e){const n={a:"a",admonition:"admonition",code:"code",h2:"h2",h3:"h3",h4:"h4",img:"img",li:"li",ol:"ol",p:"p",pre:"pre",...(0,a.R)(),...e.components};return(0,i.jsxs)(i.Fragment,{children:[(0,i.jsx)(n.p,{children:"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."}),"\n",(0,i.jsx)(n.h2,{id:"modify-yunikorn-settings",children:"Modify YuniKorn settings"}),"\n",(0,i.jsxs)(n.p,{children:["Follow ",(0,i.jsx)(n.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,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:'kubectl patch configmap yunikorn-defaults -n yunikorn --patch \'{"data":{"admissionController.accessControl.systemUsers": "^system:serviceaccount:kube-system:,^system:serviceaccount:meta:"}}\' \n'})}),"\n",(0,i.jsx)(n.h2,{id:"install-grafana",children:"Install Grafana"}),"\n",(0,i.jsx)(n.p,{children:"Install the Grafana Helm chart:"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"helm repo add grafana https://grafana.github.io/helm-charts\nhelm repo update\nhelm upgrade --install grafana grafana/grafana -n meta --create-namespace\n"})}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"grafana",src:t(809).A+"",width:"1188",height:"395"})}),"\n",(0,i.jsx)(n.h2,{id:"install-loki",children:"Install Loki"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Create the ",(0,i.jsx)(n.code,{children:"binary.yaml"})," file"]}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"#binary.yaml\nloki:\n  commonConfig:\n    replication_factor: 1\n  schemaConfig:\n    configs:\n      - from: 2024-04-01\n        store: tsdb\n        object_store: s3\n        schema: v13\n        index:\n          prefix: loki_index_\n          period: 24h\n  ingester:\n    chunk_encoding: snappy\n  tracing:\n    enabled: true\n  querier:\n    max_concurrent: 2\n\ndeploymentMode: SingleBinary\nsingleBinary:\n  replicas: 1\n  resources:\n    limits:\n      cpu: 1\n      memory: 2Gi\n    requests:\n      cpu: 1\n      memory: 2Gi\n  extraEnv:\n    # Keep a little bit lower than memory limits\n    - name: GOMEMLIMIT\n      value: 3750MiB\n\nchunksCache:\n  enabled: false\n  # default is 500MB, with limited memory keep this smaller\n  writebackSizeLimit: 10MB\n\nresultsCache:\n  enabled: false\n\n# Enable minio for storage\nminio:\n  enabled: true\n\n# Zero out replica counts of other deployment modes\nbackend:\n  replicas: 0\nread:\n  replicas: 0\nwrite:\n  replicas: 0\n\ningester:\n  replicas: 0\nquerier:\n  replicas: 0\nqueryFrontend:\n  replicas: 0\nqueryScheduler:\n  replicas: 0\ndistributor:\n  replicas: 0\ncompactor:\n  replicas: 0\nindexGateway:\n  replicas: 0\nbloomCompactor:\n  replicas: 0\nbloomGateway:\n  replicas: 0\n"})}),"\n",(0,i.jsxs)(n.ol,{start:"2",children:["\n",(0,i.jsx)(n.li,{children:"Install the Loki Helm chart:"}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"helm upgrade --install loki grafana/loki -n meta -f binary.yaml\n"})}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"loki",src:t(4598).A+"",width:"1180",height:"345"})}),"\n",(0,i.jsx)(n.admonition,{title:"Troubleshoot",type:"info",children:(0,i.jsx)(n.p,{children:"If your Loki and Loki-minio pods remain pending, you need to delete them and wait for them to restart."})}),"\n",(0,i.jsx)(n.h2,{id:"install-promtail",children:"Install promtail"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Create the ",(0,i.jsx)(n.code,{children:"promtail.yaml"})," file"]}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"#promtail.yaml\nconfig:\n  clients:\n    - url: http://loki-gateway/loki/api/v1/push\n      tenant_id: user\n      external_labels:\n        cluster: kind-cluster\n"})}),"\n",(0,i.jsxs)(n.ol,{start:"2",children:["\n",(0,i.jsx)(n.li,{children:"Install the promtail Helm chart:"}),"\n"]}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"helm upgrade --install promtail grafana/promtail -f promtail.yaml\n"})}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"promtail",src:t(78201).A+"",width:"1179",height:"362"})}),"\n",(0,i.jsx)(n.h2,{id:"grafana-settings-to-connect-to-loki",children:"Grafana settings to connect to Loki"}),"\n",(0,i.jsx)(n.h3,{id:"1-access-the-grafana-web-ui",children:"1. Access the Grafana Web UI"}),"\n",(0,i.jsx)(n.pre,{children:(0,i.jsx)(n.code,{children:"kubectl port-forward -n meta service/grafana 3000:3000\n"})}),"\n",(0,i.jsxs)(n.p,{children:["After running port forwarding, you can access Grafana's web interface by ",(0,i.jsx)(n.a,{href:"http://localhost:3000",children:"localhost:3000"})," in your browser."]}),"\n",(0,i.jsx)(n.h3,{id:"2-set-url-and-http-headers",children:"2. Set URL and HTTP headers"}),"\n",(0,i.jsx)(n.p,{children:"In grafana, adding a loki data source with url and http headers allows grafana to fetch logs."}),"\n",(0,i.jsxs)(n.h4,{id:"set-url-field-httploki-gateway",children:["set URL field ",(0,i.jsx)(n.code,{children:"http://loki-gateway"})]}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"setting_1",src:t(12436).A+"",width:"1207",height:"585"})}),"\n",(0,i.jsx)(n.h4,{id:"in-order-to-fetch-logs-from-promtail-which-tenantid-is-user-set-http-headers-field-x-scope-orgid-with-user",children:"In order to fetch logs from promtail which tenantID is user, set HTTP headers field X-Scope-OrgId with user."}),"\n",(0,i.jsx)(n.p,{children:(0,i.jsx)(n.img,{alt:"setting_2",src:t(31343).A+"",width:"1205",height:"455"})}),"\n",(0,i.jsx)(n.h2,{id:"loki-log-result",children:"Loki log result"}),"\n",(0,i.jsxs)(n.ol,{children:["\n",(0,i.jsxs)(n.li,{children:["Set tracking target\n",(0,i.jsx)(n.img,{alt:"track_target",src:t(39368).A+"",width:"1209",height:"561"})]}),"\n",(0,i.jsxs)(n.li,{children:["bar chart\n",(0,i.jsx)(n.img,{alt:"bar\uff3fchart",src:t(1477).A+"",width:"1204",height:"605"})]}),"\n",(0,i.jsxs)(n.li,{children:["INFO log\n",(0,i.jsx)(n.img,{alt:"logs trace",src:t(47470).A+"",width:"1198",height:"671"})]}),"\n"]})]})}function h(e={}){const{wrapper:n}={...(0,a.R)(),...e.components};return n?(0,i.jsx)(n,{...e,children:(0,i.jsx)(d,{...e})}):d(e)}},809:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/grafana-212b79c801ca3fcc7b760d21dc028415.png"},12436:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/grafana_loki_setting_1-f6097c5580d639001baff8161c14b3bd.png"},31343:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/grafana_loki_setting_2-0dfc7a638b559b62118cf7f255c891c0.png"},4598:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/loki-1024ece9c19a75da5d3eb78f61b27469.png"},1477:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/loki_log_1-086bd0e5199b26bb3c2dea26ecdf00ff.png"},47470:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/loki_log_2-af66fce4c6230a4319928a8630b321b4.png"},39368:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/loki_track_tg-c5be0bd5c8a33fe922bc50b059a45c39.png"},78201:(e,n,t)=>{t.d(n,{A:()=>i});const i=t.p+"assets/images/promtail-5a2f2cd745df9b496bbd7cc316ee40b9.png"},1780:(e,n,t)=>{t.d(n,{R:()=>r,x:()=>l});var i=t(79474);const a={},s=i.createContext(a);function r(e){const n=i.useContext(s);return i.useMemo((function(){return"function"==typeof e?e(n):{...n,...e}}),[n,e])}function l(e){let n;return n=e.disableParentContext?"function"==typeof e.components?e.components(a):e.components||a:r(e.components),i.createElement(s.Provider,{value:n},e.children)}}}]);
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e.languages.kotlin["class-name"];var t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:e.languages.kotlin}};e.languages.insertBefore("kotlin","string",{"string-literal":[{pattern:/"""(?:[^$]|\$(?:(?!\{)|\{[^{}]*\}))*?"""/,alias:"multiline",inside:{interpolation:{pattern:/\$(?:[a-z_]\w*|\{[^{}]*\})/i,inside:t},string:/[\s\S]+/}},{pattern:/"(?:[^"\\\r\n$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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t=/\/\*(?:[^*/]|\*(?!\/)|\/(?!\*)|<self>)*\*\//.source,n=0;n<2;n++)t=t.replace(/<self>/g,(function(){return 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T.languages.go["class-name"],function(e){var t=/\b(?:alignas|alignof|asm|auto|bool|break|case|catch|char|char16_t|char32_t|char8_t|class|co_await|co_return|co_yield|compl|concept|const|const_cast|consteval|constexpr|constinit|continue|decltype|default|delete|do|double|dynamic_cast|else|enum|explicit|export|extern|final|float|for|friend|goto|if|import|inline|int|int16_t|int32_t|int64_t|int8_t|long|module|mutable|namespace|new|noexcept|nullptr|operator|override|private|protected|public|register|reinterpret_cast|requires|return|short|signed|sizeof|static|static_assert|static_cast|struct|switch|template|this|thread_local|throw|try|typedef|typeid|typename|uint16_t|uint32_t|uint64_t|uint8_t|union|unsigned|using|virtual|void|volatile|wchar_t|while)\b/,n=/\b(?!<keyword>)\w+(?:\s*\.\s*\w+)*\b/.source.replace(/<keyword>/g,(function(){return 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e.languages.kotlin["class-name"];var t={"interpolation-punctuation":{pattern:/^\$\{?|\}$/,alias:"punctuation"},expression:{pattern:/[\s\S]+/,inside:e.languages.kotlin}};e.languages.insertBefore("kotlin","string",{"string-literal":[{pattern:/"""(?:[^$]|\$(?:(?!\{)|\{[^{}]*\}))*?"""/,alias:"multiline",inside:{interpolation:{pattern:/\$(?:[a-z_]\w*|\{[^{}]*\})/i,inside:t},string:/[\s\S]+/}},{pattern:/"(?:[^"\\\r\n$]|\\.|\$(?:(?!\{)|\{[^{}]*\}))*"/,alias:"singleline",inside:{interpolation:{pattern:/((?:^|[^\\])(?:\\{2})*)\$(?:[a-z_]\w*|\{[^{}]*\})/i,lookbehind:!0,inside:t},string:/[\s\S]+/}}],char:{pattern:/'(?:[^'\\\r\n]|\\(?:.|u[a-fA-F0-9]{0,4}))'/,greedy:!0}}),delete 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t=/\/\*(?:[^*/]|\*(?!\/)|\/(?!\*)|<self>)*\*\//.source,n=0;n<2;n++)t=t.replace(/<self>/g,(function(){return 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T.languages.go["class-name"],function(e){var t=/\b(?:alignas|alignof|asm|auto|bool|break|case|catch|char|char16_t|char32_t|char8_t|class|co_await|co_return|co_yield|compl|concept|const|const_cast|consteval|constexpr|constinit|continue|decltype|default|delete|do|double|dynamic_cast|else|enum|explicit|export|extern|final|float|for|friend|goto|if|import|inline|int|int16_t|int32_t|int64_t|int8_t|long|module|mutable|namespace|new|noexcept|nullptr|operator|override|private|protected|public|register|reinterpret_cast|requires|return|short|signed|sizeof|static|static_assert|static_cast|struct|switch|template|this|thread_local|throw|try|typedef|typeid|typename|uint16_t|uint32_t|uint64_t|uint8_t|union|unsigned|using|virtual|void|volatile|wchar_t|while)\b/,n=/\b(?!<keyword>)\w+(?:\s*\.\s*\w+)*\b/.source.replace(/<keyword>/g,(function(){return 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documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. 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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Object States</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Object States</h1></header><p>The YuniKorn project uses state machines to track the states of different objects.
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Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.10.0/design/scheduler_configuration">configuration design document</a>.</p>
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policies allow changing the scheduling behaviour without code changes.
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.10.0/user_guide/workloads/run_spark/index.html b/docs/0.10.0/user_guide/workloads/run_spark/index.html
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.10.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_tf">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.10.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">System</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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orchestrator systems.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" class="hash-link" aria-label="Direct link to Problems:" title="Direct link to Problems:">​</a></h2>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.11.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.11.0/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.11.0/user_guide/workloads/run_spark/index.html b/docs/0.11.0/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.11.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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orchestrator systems.
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cross Queue Preemption</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cross Queue Preemption</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="problems">Problems:<a href="#problems" class="hash-link" aria-label="Direct link to Problems:" title="Direct link to Problems:">​</a></h2>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.1</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.12.1/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. 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diff --git a/docs/0.12.1/user_guide/workloads/run_spark/index.html b/docs/0.12.1/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/architecture">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.12.2</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.12.2</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/0.12.2/design/scheduler_configuration">configuration design document</a>.</p>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.12.2/user_guide/workloads/run_spark/index.html b/docs/0.12.2/user_guide/workloads/run_spark/index.html
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resilience</h1></header><p>This is not a HA (High-availability) design, HA implies that a service can
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class="theme-doc-sidebar-item-category theme-doc-sidebar-item-category-level-1 menu__list-item menu__list-item--collapsed"><div class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/docs/0.9.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>0.9.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Batch Workloads Ordering with StateAware Policy</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-problem">The problem<a href="#the-problem" class="hash-link" aria-label="Direct link to The problem" title="Direct link to The problem">​</a></h2>
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maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
diff --git a/docs/0.9.0/user_guide/workloads/run_spark/index.html b/docs/0.9.0/user_guide/workloads/run_spark/index.html
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Tensorflow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.9.0</span><div class="theme-doc-markdown markdown"><header><h1>Run Tensorflow Jobs</h1></header><p>Here is an example for Tensorflow job. You must install tf-operator first.
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aria-expanded="false" href="/docs/1.0.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>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-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Simplyfing Interface Messages and Breaking Shim build dependency on Core</h1>
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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. 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class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resilience</h1></header><p>This is not a HA (High-availability) design, HA implies that a service can
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Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/placement_rules">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">App Placement Rules</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App Placement Rules</h1></header><p>The basics for the placement rules are described in the <a href="/docs/1.0.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.0.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/queue_config">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.0.0/design/scheduler_configuration">configuration design document</a>.</p>
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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: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run 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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version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.0.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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aria-expanded="false" href="/docs/1.1.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>System</h1></header><p>These endpoints are for the <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> profiling tool.</p>
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href="/docs/1.1.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Core Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Scheduler Object States</h1></header><p>The YuniKorn project uses state machines to track the states of different objects.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/queue_config">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.1.0/design/scheduler_configuration">configuration design document</a>.</p>
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for <!-- -->Apache YuniKorn<!-- --> <b>1.1.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_flink">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Flink Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. Depending on which mode is
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class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.1.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 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Please refer to
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 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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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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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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/1.2.0/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" 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badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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docMainContainerEnhanced_PR2m"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.2.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span 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Priorities are
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badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
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markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.2.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/system">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 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profiling tool.</p>
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itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Kubernetes Shim Design</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Kubernetes Shim Design</h1></header><p>Github repo: <a href="https://github.com/apache/yunikorn-k8shim" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-k8shim</a></p>
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Get Started</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Get Started</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Get Started</h1></header><p>Before reading this guide, we assume you either have a Kubernetes cluster, or a local Kubernetes dev environment, e.g MiniKube.
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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Profiling</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Profiling</h1></header><p>Use <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> to do CPU, Memory profiling can help you understand the runtime status of YuniKorn scheduler. Profiling instruments have been
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up-to-date documentation, see the <b><a href="/docs/user_guide/placement_rules">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">App Placement Rules</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App Placement Rules</h1></header><p>The basics for the placement rules are described in the <a href="/docs/1.3.0/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
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class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
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Thus, we need to set up a Prometheus server to collect these metrics.</p>
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class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.3.0/design/scheduler_configuration">configuration design document</a>.</p>
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itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Resource Quota Management</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
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class="breadcrumbs__link" itemprop="name">Sorting Policies</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
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tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Use Cases</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2>
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class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.3.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_spark">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" 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class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run TensorFlow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.3.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run TensorFlow Jobs</h1></header><p>This guide gives an overview of how to set up <a href="https://github.com/kubeflow/training-operator" target="_blank" rel="noopener noreferrer">training-operator</a>
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padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/namespace_resource_quota">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/archived_design/scheduler_core_design">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" 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class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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diff --git a/docs/1.4.0/developer_guide/openshift_development/index.html b/docs/1.4.0/developer_guide/openshift_development/index.html
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class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 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class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. 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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is documentation for <!-- -->Apache YuniKorn<!-- --> <b>1.4.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/profiling">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Profiling</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Profiling</h1></header><p>Use <a href="https://github.com/google/pprof" target="_blank" rel="noopener noreferrer">pprof</a> to do CPU, Memory profiling can help you understand the runtime status of YuniKorn scheduler. Profiling instruments have been
diff --git a/docs/1.4.0/user_guide/acls/index.html b/docs/1.4.0/user_guide/acls/index.html
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Priorities are
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Partition and Queue Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.4.0/design/scheduler_configuration">configuration design document</a>.</p>
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Depending on which mode is
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.4.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Core Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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-->Apache YuniKorn<!-- --> <b>1.5.0</b>, which is no longer actively maintained.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>User/Group handling and lookup design</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2>
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class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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This page is dedicated to leveraging KWOK for performance testing. The objective is to conduct a comparative analysis between YuniKorn (Standard mode/Plugin mode) and Kube-scheduler, evaluating their capabilities in workload handling.</p>
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Priorities are
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Configuration</h1></header><p>The basis for the queue configuration is given in the <a href="/docs/1.5.0/design/scheduler_configuration">configuration design document</a>.</p>
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run Spark Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.0</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Archived Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. The validation of namespace resource quotas is handled in api-server directly, therefore YuniKorn simply honors the quotas like the default scheduler.</p>
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Design</h1></header><div class="theme-admonition theme-admonition-caution admonition_pqkm alert alert--warning"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 16 16"><path fill-rule="evenodd" d="M8.893 1.5c-.183-.31-.52-.5-.887-.5s-.703.19-.886.5L.138 13.499a.98.98 0 0 0 0 1.001c.193.31.53.501.886.501h13.964c.367 0 .704-.19.877-.5a1.03 1.03 0 0 0 .01-1.002L8.893 1.5zm.133 11.497H6.987v-2.003h2.039v2.003zm0-3.004H6.987V5.987h2.039v4.006z"></path></svg></span>caution</div><div class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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.55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/cluster">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Cluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Cluster</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="clusters">Clusters<a href="#clusters" class="hash-link" aria-label="Direct link to Clusters" title="Direct link to Clusters">​</a></h2>
 <p>Returns general information about the clusters managed by the YuniKorn Scheduler.
 The response includes build information about resource managers.</p>
 <p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
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docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/api/scheduler">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">REST APIs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Overview</h1>
 <p>The scheduler REST API returns information about various objects used by the YuniKorn Scheduler.</p>
 <p>Many of these APIs return collections of resources. Internally, all resources are represented as raw
 64-bit signed integer types. When interpreting responses from the REST API, resources of type <code>memory</code>
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content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Namespace Resource Quota</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Namespace Resource Quota</h1></header><p>In K8s, user can setup namespace with <a href="https://kubernetes.io/docs/concepts/policy/resource-quotas/" target="_blank" rel="noopener noreferrer">resource quotas</a> to limit aggregated resource consumption in this namespace. 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class="admonitionContent_usWX"><p>The scheduler core design has changed. <a href="https://issues.apache.org/jira/browse/YUNIKORN-317" target="_blank" rel="noopener noreferrer">YUNIKORN-317</a> was committed and has removed the scheduler cache.
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Ordering with StateAware Policy</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Batch Workloads Ordering with StateAware Policy</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="the-problem">The problem<a href="#the-problem" class="hash-link" aria-label="Direct link to The problem" title="Direct link to The problem">​</a></h2>
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up-to-date documentation, see the <b><a href="/docs/design/scheduler_configuration">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Developer Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Designs</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Scheduler Configuration</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Scheduler Configuration</h1></header><p>The Yunikorn core scheduler configuration has two separate areas that need to be configured. The scheduler service itself, things like web service ports etc, and the queue configuration. The split between the two types of configuration is proposed with two points in mind:</p>
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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/metrics/queue">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Metrics for Prometheus</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">Queue</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Queue</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="application">Application<a href="#application" class="hash-link" aria-label="Direct link to Application" title="Direct link to Application">​</a></h2>
 <p>Each queue has a <code>&lt;queue_name&gt; queue_app</code> metric to trace the applications in the queue.
 <code>&lt;queue_name&gt; queue_app</code> metrics records the number of applications in different states.
 These application states include <code>running</code>, <code>accepted</code>, <code>rejected</code>, <code>failed</code> and <code>completed</code>.
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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/metrics/runtime">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Metrics for Prometheus</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">Runtime</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Runtime</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="memstats">MemStats<a href="#memstats" class="hash-link" aria-label="Direct link to MemStats" title="Direct link to MemStats">​</a></h2>
 <table><thead><tr><th>Yunikorn Metric</th><th>Runtime MemStats</th><th>Metric Type</th></tr></thead><tbody><tr><td>go_mem_stats</td><td><code>Alloc</code>,<code>TotalAlloc</code>, <code>Sys</code>, <code>HeapIdle</code> and so on</td><td><code>guage</code></td></tr><tr><td>go_pause_ns</td><td><code>PauseNs</code></td><td><code>guage</code></td></tr><tr><td>go_pause_end</td><td><code>PauseEnd</code></td><td><code>guage</code></td></tr><tr><td>go_alloc_bysize_maxsize</td><td><code>BySize.Size</code></td><td><code>histogram</code></td></tr><tr><td>go_alloc_bysize_free</td><td><code>BySize.Frees</code></td><td><code>histogram</code></td></tr><tr><td>go_alloc_bysize_malloc</td><td><code>BySize.Mallocs</code></td><td><code>histogram</code></td></tr></tbody></table>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="generic">Generic<a href="#generic" class="hash-link" aria-label="Direct link to Generic" title="Direct link to Generic">​</a></h2>
 <p>The <code>go_generic</code> metric includes  descriptions of supported metrics
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 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="total-allocation-attempt">Total allocation attempt<a href="#total-allocation-attempt" class="hash-link" aria-label="Direct link to Total allocation attempt" title="Direct link to Total allocation attempt">​</a></h3>
 <p>Total number of attempts to allocate containers.
 State of the attempt includes <code>allocated</code>, <code>rejected</code>, <code>error</code>, <code>released</code>.</p>
@@ -68,7 +68,7 @@ <h3 class="anchor anchorWithStickyNavbar_NlAN" id="total-node-usage">Total node
 <p><strong>Metric Type</strong>: <code>gauge</code></p>
 <p><strong>Namespace</strong>: <code>yunikorn</code></p>
 <p><strong>Subsystem</strong>: <code>scheduler</code></p>
-<div class="tabs-container tabList_v3FR"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_DDVo tabs__item--active">Ephemeral_storage</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">Memory</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">Pods</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">vcore</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Heum"><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div></div></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs 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+<div class="tabs-container tabList_v3FR"><ul role="tablist" aria-orientation="horizontal" class="tabs"><li role="tab" tabindex="0" aria-selected="true" class="tabs__item tabItem_DDVo tabs__item--active">Ephemeral_storage</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">Memory</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">Pods</li><li role="tab" tabindex="-1" aria-selected="false" class="tabs__item tabItem_DDVo">vcore</li></ul><div class="margin-top--md"><div role="tabpanel" class="tabItem_Heum"><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_ephemeral_storage_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_memory_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_pods_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div><div role="tabpanel" class="tabItem_Heum" hidden=""><div class="language-json codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-json codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(10%, 20%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(20%,30%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(30%,40%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(40%,50%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(50%,60%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(60%,70%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(70%,80%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(80%,90%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;(90%,100%]&quot;} 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">yunikorn_scheduler_vcore_node_usage_total{range=&quot;[0,10%]&quot;} 1</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div></div></div></div></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs 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badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with Kubemark</h1></header><p>The YuniKorn community concerns about the scheduler’s performance and continues to optimize it over the releases. The community has developed some tools in order to test and tune the performance repeatedly.</p>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/performance/evaluate_perf_function_with_kwok">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Performance</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Evaluate YuniKorn Performance with KWOK</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Evaluate YuniKorn Performance with KWOK</h1></header><p><a href="https://kwok.sigs.k8s.io/" target="_blank" rel="noopener noreferrer">KWOK</a> is a powerful toolkit designed to swiftly establish a cluster of thousands of Nodes within seconds. This page is dedicated to leveraging KWOK for performance testing. The objective is to conduct a comparative analysis between YuniKorn (Standard mode/Plugin mode) and Kube-scheduler, evaluating their capabilities in workload handling.</p>
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>ACLs</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>info</div><div class="admonitionContent_usWX"><p>User information is passed to the core scheduler from the kubernetes shim using the methodology defined <a href="/docs/next/user_guide/usergroup_resolution">here</a></p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="usage">Usage<a href="#usage" class="hash-link" aria-label="Direct link to Usage" title="Direct link to Usage">​</a></h2>
 <p>Access Control Lists are generic for YuniKorn.
 They can be used in multiple places in YuniKorn.
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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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Event System</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="overview">Overview<a 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 <p>The Yunikorn scheduler core generates well-defined events at various points during the execution. Since an event has a fixed structure, it is an ideal input for automated tools for further processing. Although Yunikorn has extensive logging, the output is textual and needs to be parsed. Not only is it error-prone, but also nothing guarantees that it never changes over time: it might be completely removed in a future release or the log level can change.</p>
 <p>The event object is defined in the scheduler interface repository along with the constants that describe a certain event.</p>
 <p>Certain types of events which are related to pods and nodes are also sent to Kubernetes itself. This allows the users to identify certain problems that can arise from misconfiguration, such as insufficient queue or user quota. If a pod is pending because the quota is exceeded, it will be updated with an event about why it cannot be scheduled. Previously this had to be inferred from the logs or state dump.</p>
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 <p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
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class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Labels and Annotations in YuniKorn</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="labels-and-annotations-in-yunikorn">Labels and Annotations in YuniKorn<a href="#labels-and-annotations-in-yunikorn" class="hash-link" aria-label="Direct link to Labels and Annotations in YuniKorn" title="Direct link to Labels and Annotations in YuniKorn">​</a></h2>
 <p>YuniKorn utilizes several Kubernetes labels and annotations to support various features:</p>
 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="labels-in-yunikorn">Labels in YuniKorn<a href="#labels-in-yunikorn" class="hash-link" aria-label="Direct link to Labels in YuniKorn" title="Direct link to Labels in YuniKorn">​</a></h3>
 <table><thead><tr><th>Name</th><th>Description</th></tr></thead><tbody><tr><td><code>applicationId</code></td><td>Associates this pod with an application.</td></tr><tr><td><code>queue</code></td><td>Selects the YuniKorn queue this application should be scheduled in. This may be ignored if a placement policy is in effect.</td></tr><tr><td><code>spark-app-selector</code></td><td>Alternative method of specifying <code>applicationId</code> used by Spark Operator if the label <code>applicationId</code> and annotation <code>yunikorn.apache.org/app-id</code> unset.</td></tr></tbody></table>
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href="/docs/next/user_guide/gang_scheduling">Gang Scheduling</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/user_guide/labels_and_annotations_in_yunikorn">Labels and Annotations in YuniKorn</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/user_guide/prometheus">Prometheus and Grafana</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link menu__link--active" aria-current="page" tabindex="0" href="/docs/next/user_guide/loki">Loki</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a class="menu__link" tabindex="0" href="/docs/next/user_guide/use_cases">Use Cases</a></li><li class="theme-doc-sidebar-item-link theme-doc-sidebar-item-link-level-2 menu__list-item"><a 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href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Loki</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>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>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
+<p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:meta:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="install-grafana">Install Grafana<a href="#install-grafana" class="hash-link" aria-label="Direct link to Install Grafana" title="Direct link to Install Grafana">​</a></h2>
+<p>Install the Grafana Helm chart:</p>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo add grafana https://grafana.github.io/helm-charts</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 upgrade --install grafana grafana/grafana -n meta --create-namespace</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p><img decoding="async" loading="lazy" alt="grafana" src="/assets/images/grafana-212b79c801ca3fcc7b760d21dc028415.png" width="1188" height="395" class="img_qdMO"></p>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="install-loki">Install Loki<a href="#install-loki" class="hash-link" aria-label="Direct link to Install Loki" title="Direct link to Install Loki">​</a></h2>
+<ol>
+<li>Create the <code>binary.yaml</code> file</li>
+</ol>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#binary.yaml</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">loki:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  commonConfig:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    replication_factor: 1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  schemaConfig:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    configs:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      - from: 2024-04-01</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        store: tsdb</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        object_store: s3</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        schema: v13</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        index:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          prefix: loki_index_</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          period: 24h</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  ingester:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    chunk_encoding: snappy</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  tracing:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    enabled: true</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  querier:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    max_concurrent: 2</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">deploymentMode: SingleBinary</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">singleBinary:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  resources:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    limits:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      cpu: 1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      memory: 2Gi</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    requests:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      cpu: 1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      memory: 2Gi</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  extraEnv:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    # Keep a little bit lower than memory limits</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    - name: GOMEMLIMIT</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      value: 3750MiB</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">chunksCache:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  enabled: false</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  # default is 500MB, with limited memory keep this smaller</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  writebackSizeLimit: 10MB</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">resultsCache:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  enabled: false</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"># Enable minio for storage</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">minio:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  enabled: true</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"># Zero out replica counts of other deployment modes</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">backend:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">read:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">write:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</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">ingester:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">querier:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">queryFrontend:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">queryScheduler:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">distributor:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">compactor:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">indexGateway:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">bloomCompactor:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">bloomGateway:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  replicas: 0</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<ol start="2">
+<li>Install the Loki Helm chart:</li>
+</ol>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm upgrade --install loki grafana/loki -n meta -f binary.yaml</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p><img decoding="async" loading="lazy" alt="loki" src="/assets/images/loki-1024ece9c19a75da5d3eb78f61b27469.png" width="1180" height="345" class="img_qdMO"></p>
+<div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Troubleshoot</div><div class="admonitionContent_usWX"><p>If your Loki and Loki-minio pods remain pending, you need to delete them and wait for them to restart.</p></div></div>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="install-promtail">Install promtail<a href="#install-promtail" class="hash-link" aria-label="Direct link to Install promtail" title="Direct link to Install promtail">​</a></h2>
+<ol>
+<li>Create the <code>promtail.yaml</code> file</li>
+</ol>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">#promtail.yaml</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">config:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  clients:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    - url: http://loki-gateway/loki/api/v1/push</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      tenant_id: user</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      external_labels:</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        cluster: kind-cluster</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<ol start="2">
+<li>Install the promtail Helm chart:</li>
+</ol>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm upgrade --install promtail grafana/promtail -f promtail.yaml</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p><img decoding="async" loading="lazy" alt="promtail" src="/assets/images/promtail-5a2f2cd745df9b496bbd7cc316ee40b9.png" width="1179" height="362" class="img_qdMO"></p>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="grafana-settings-to-connect-to-loki">Grafana settings to connect to Loki<a href="#grafana-settings-to-connect-to-loki" class="hash-link" aria-label="Direct link to Grafana settings to connect to Loki" title="Direct link to Grafana settings to connect to Loki">​</a></h2>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="1-access-the-grafana-web-ui">1. Access the Grafana Web UI<a href="#1-access-the-grafana-web-ui" class="hash-link" aria-label="Direct link to 1. Access the Grafana Web UI" title="Direct link to 1. Access the Grafana Web UI">​</a></h3>
+<div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward -n meta service/grafana 3000:3000</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
+<p>After running port forwarding, you can access Grafana&#x27;s web interface by <a href="http://localhost:3000" target="_blank" rel="noopener noreferrer">localhost:3000</a> in your browser.</p>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="2-set-url-and-http-headers">2. Set URL and HTTP headers<a href="#2-set-url-and-http-headers" class="hash-link" aria-label="Direct link to 2. Set URL and HTTP headers" title="Direct link to 2. Set URL and HTTP headers">​</a></h3>
+<p>In grafana, adding a loki data source with url and http headers allows grafana to fetch logs.</p>
+<h4 class="anchor anchorWithStickyNavbar_NlAN" id="set-url-field-httploki-gateway">set URL field <code>http://loki-gateway</code><a href="#set-url-field-httploki-gateway" class="hash-link" aria-label="Direct link to set-url-field-httploki-gateway" title="Direct link to set-url-field-httploki-gateway">​</a></h4>
+<p><img decoding="async" loading="lazy" alt="setting_1" src="/assets/images/grafana_loki_setting_1-f6097c5580d639001baff8161c14b3bd.png" width="1207" height="585" class="img_qdMO"></p>
+<h4 class="anchor anchorWithStickyNavbar_NlAN" id="in-order-to-fetch-logs-from-promtail-which-tenantid-is-user-set-http-headers-field-x-scope-orgid-with-user">In order to fetch logs from promtail which tenantID is user, set HTTP headers field X-Scope-OrgId with user.<a href="#in-order-to-fetch-logs-from-promtail-which-tenantid-is-user-set-http-headers-field-x-scope-orgid-with-user" class="hash-link" aria-label="Direct link to In order to fetch logs from promtail which tenantID is user, set HTTP headers field X-Scope-OrgId with user." title="Direct link to In order to fetch logs from promtail which tenantID is user, set HTTP headers field X-Scope-OrgId with user.">​</a></h4>
+<p><img decoding="async" loading="lazy" alt="setting_2" src="/assets/images/grafana_loki_setting_2-0dfc7a638b559b62118cf7f255c891c0.png" width="1205" height="455" class="img_qdMO"></p>
+<h2 class="anchor anchorWithStickyNavbar_NlAN" id="loki-log-result">Loki log result<a href="#loki-log-result" class="hash-link" aria-label="Direct link to Loki log result" title="Direct link to Loki log result">​</a></h2>
+<ol>
+<li>Set tracking target
+<img decoding="async" loading="lazy" alt="track_target" src="/assets/images/loki_track_tg-c5be0bd5c8a33fe922bc50b059a45c39.png" width="1209" height="561" class="img_qdMO"></li>
+<li>bar chart
+<img decoding="async" loading="lazy" alt="bar＿chart" src="/assets/images/loki_log_1-086bd0e5199b26bb3c2dea26ecdf00ff.png" width="1204" height="605" class="img_qdMO"></li>
+<li>INFO log
+<img decoding="async" loading="lazy" alt="logs trace" src="/assets/images/loki_log_2-af66fce4c6230a4319928a8630b321b4.png" width="1198" height="671" class="img_qdMO"></li>
+</ol></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/prometheus"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Prometheus and Grafana</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/use_cases"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Use Cases</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#modify-yunikorn-settings" class="table-of-contents__link toc-highlight">Modify YuniKorn settings</a></li><li><a href="#install-grafana" class="table-of-contents__link toc-highlight">Install Grafana</a></li><li><a href="#install-loki" class="table-of-contents__link toc-highlight">Install Loki</a></li><li><a href="#install-promtail" class="table-of-contents__link toc-highlight">Install promtail</a></li><li><a href="#grafana-settings-to-connect-to-loki" class="table-of-contents__link toc-highlight">Grafana settings to connect to Loki</a><ul><li><a href="#1-access-the-grafana-web-ui" class="table-of-contents__link toc-highlight">1. Access the Grafana Web UI</a></li><li><a href="#2-set-url-and-http-headers" class="table-of-contents__link toc-highlight">2. Set URL and HTTP headers</a></li></ul></li><li><a href="#loki-log-result" class="table-of-contents__link toc-highlight">Loki log result</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_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://blog.cloudera.com/spark-on-kubernetes-gang-scheduling-with-yunikorn/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Spark on Kubernetes – Gang Scheduling with YuniKorn<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Code Repositories</div><ul class="footer__items clean-list"><li class="footer__item"><a href="https://github.com/apache/yunikorn-core/" target="_blank" rel="noopener noreferrer" class="footer__link-item">Core scheduler<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/apache/yunikorn-k8shim" target="_blank" rel="noopener noreferrer" class="footer__link-item">Kubernetes shim<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/apache/yunikorn-scheduler-interface" target="_blank" rel="noopener noreferrer" class="footer__link-item">Scheduler Interface<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/apache/yunikorn-web" target="_blank" rel="noopener noreferrer" class="footer__link-item">WEB application<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li><li class="footer__item"><a href="https://github.com/apache/yunikorn-site" target="_blank" rel="noopener noreferrer" class="footer__link-item">Website<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div><div class="col footer__col"><div class="footer__title">Community</div><ul class="footer__items clean-list"><li class="footer__item"><a class="footer__link-item" href="/community/get_involved">Get Involved</a></li><li class="footer__item"><a class="footer__link-item" href="/community/people">People</a></li><li class="footer__item"><a href="https://issues.apache.org/jira/projects/YUNIKORN/issues" target="_blank" rel="noopener noreferrer" class="footer__link-item">Issues<svg width="13.5" height="13.5" aria-hidden="true" viewBox="0 0 24 24" class="iconExternalLink_n0Rw"><path fill="currentColor" d="M21 13v10h-21v-19h12v2h-10v15h17v-8h2zm3-12h-10.988l4.035 4-6.977 7.07 2.828 2.828 6.977-7.07 4.125 4.172v-11z"></path></svg></a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">App Placement Rules</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App Placement Rules</h1></header><p>The basics for the placement rules are described in the <a href="/docs/next/design/scheduler_configuration#placement-rules-definition">scheduler configuration design document</a>.
 Multiple rules can be chained to form a placement policy.
 <a href="/docs/next/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
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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: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>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" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Preemption</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>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>
 <p>This document provides a brief introduction to the concepts and configuration methods of preemption in YuniKorn. For a more comprehensive understanding of YuniKorn&#x27;s design and practical ideas related to preemption, please refer to the <a href="/docs/next/design/preemption">design document</a>.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="kubernetes-preemption">Kubernetes Preemption<a href="#kubernetes-preemption" class="hash-link" aria-label="Direct link to Kubernetes Preemption" title="Direct link to Kubernetes Preemption">​</a></h2>
 <p>Preemption in Kubernetes operates based on priorities. Starting from Kubernetes 1.14, you can configure preemption by adding a <code>preemptionPolicy</code> to the <code>PriorityClass</code>. However, it is important to note that preemption in Kubernetes is solely based on the priority of the pod during scheduling. The full documentation can be found <a href="https://kubernetes.io/docs/concepts/scheduling-eviction/pod-priority-preemption/#preemption" target="_blank" rel="noopener noreferrer">here</a>.</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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">App &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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
 specified on a per-task basis, but how those priorities are used can be
 customized for each queue.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="request-priority">Request Priority<a href="#request-priority" class="hash-link" aria-label="Direct link to Request Priority" title="Direct link to Request Priority">​</a></h2>
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class="menu__list-item-collapsible"><a class="menu__link menu__link--sublist menu__link--sublist-caret" role="button" aria-expanded="false" href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/prometheus">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Prometheus and Grafana</h1></header><p>YuniKorn exposes its scheduling metrics via Prometheus. Thus, we need to set up a Prometheus server to collect these metrics.</p>
 <p>We will provide two methods for building Prometheus: either running it locally or using Helm to deploy it in your cluster. Additionally, in the Helm version, we will explain how to integrate it with Grafana and provide generic Grafana Dashboards for monitoring Yunikorn&#x27;s metrics and observing the changes over time.</p>
 <p>If you don&#x27;t know what metric can be used, you can use <a href="/docs/next/api/scheduler#metrics">REST API</a>.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="run-prometheus-locally">Run Prometheus locally<a href="#run-prometheus-locally" class="hash-link" aria-label="Direct link to Run Prometheus locally" title="Direct link to Run Prometheus locally">​</a></h2>
@@ -58,7 +58,7 @@ <h3 class="anchor anchorWithStickyNavbar_NlAN" id="import-the-json-files-in-the-
 <p><img decoding="async" loading="lazy" alt="import_dashboard_01" src="/assets/images/import_dashboard_01-8387f9f2ecc21d01579de036884e8b37.png" width="2560" height="1434" class="img_qdMO"></p>
 <p><img decoding="async" loading="lazy" alt="import_dashboard_02" src="/assets/images/import_dashboard_02-26d463a674a2604bcceaed5047fa0715.png" width="2560" height="1430" class="img_qdMO"></p>
 <p>Once the import is complete, you will be able to locate Yunikorn&#x27;s Dashboard on the page. From there, you can regularly monitor the status of Yunikorn.</p>
-<p><img decoding="async" loading="lazy" alt="grafana_dashboard" src="/assets/images/grafana_dashboard-0befb519dda1c73efbd3bf308106f722.png" width="1079" height="1376" class="img_qdMO"></p></div></article><nav class="pagination-nav docusaurus-mt-lg" aria-label="Docs pages"><a class="pagination-nav__link pagination-nav__link--prev" href="/docs/next/user_guide/labels_and_annotations_in_yunikorn"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Labels and Annotations in YuniKorn</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/use_cases"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Use Cases</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#run-prometheus-locally" class="table-of-contents__link toc-highlight">Run Prometheus locally</a><ul><li><a href="#1-download-prometheus-release" class="table-of-contents__link toc-highlight">1. 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class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Partition and Queue Configuration</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>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>
 <p>This document provides the generic queue configuration.
 It references both the <a href="/docs/next/user_guide/acls">Access Control Lists</a> and <a href="/docs/next/user_guide/placement_rules">Placement rules</a> documentation.</p>
 <p>This document explains how to create the partition and queue configuration for the scheduler with examples.</p>
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href="/docs/user_guide/resource_quota_management">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Resource Quota Management</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="quota-configuration-and-rules">Quota configuration and rules<a href="#quota-configuration-and-rules" class="hash-link" aria-label="Direct link to Quota configuration and rules" title="Direct link to Quota configuration and rules">​</a></h2>
 <p>YuniKorn can offer a finer grained resource quota management setup compared to the simple namespace resource quota provided by Kubernetes.</p>
 <p>On Kubernetes a pod must fit into the namespace quota when the pod is submitted.
 If the pod does not fit in the namespace quota the pod is rejected.
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class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span 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: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Service Configuration</h1></header><p>The official distribution of YuniKorn is deployed via Helm charts to
 Kubernetes. Configuration for YuniKorn is split into two parts: <a href="https://github.com/apache/yunikorn-release/blob/master/helm-charts/yunikorn/values.yaml" target="_blank" rel="noopener noreferrer">Helm
 configuration</a>
 , and YuniKorn service configuration.</p>
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tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">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_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Sorting Policies</h1></header><p>The scheduler uses policies allow changing the scheduling behaviour without code changes.
 Policies can be set for:</p>
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 <li><a href="#application-sorting">Applications</a></li>
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Troubleshooting</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="scheduler-logs">Scheduler logs<a href="#scheduler-logs" class="hash-link" aria-label="Direct link to Scheduler logs" title="Direct link to Scheduler logs">​</a></h2>
 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="understanding-the-linkage-between-pod-uuid-task-taskid-allocationask-allocationkey-and-allocation-allocationid">Understanding the linkage between Pod UUID, Task TaskID, AllocationAsk AllocationKey and Allocation AllocationID<a href="#understanding-the-linkage-between-pod-uuid-task-taskid-allocationask-allocationkey-and-allocation-allocationid" class="hash-link" aria-label="Direct link to Understanding the linkage between Pod UUID, Task TaskID, AllocationAsk AllocationKey and Allocation AllocationID" title="Direct link to Understanding the linkage between Pod UUID, Task TaskID, AllocationAsk AllocationKey and Allocation AllocationID">​</a></h3>
 <p>Pod is always submitted with <code>UID</code>, a unique identifier to differentiate various pods. When a pod is submitted, a <code>Task</code> gets created in the Shim. It uses <code>UID</code> of the POD as <code>TaskID</code> and passed as an <code>AllocationAsk</code> request to the core. <code>AllocationAsk</code> uses <code>Task</code>&#x27;s
 <code>TaskID</code> as <code>AllocationKey</code> and passed onto core for further processing. On receiving the ask request, Core tries to find a suitable
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class="theme-doc-markdown markdown"><header><h1>Use Cases</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction">​</a></h2>
 <p>Yunikorn offers a range of features, including advanced capabilities like hierarchical resource queues, access control lists, resource limits, preemption, priority, and placement rules for managing your cluster. This page presents a real-world scenario to demonstrate the practical application of these features.</p>
 <p>We will now introduce the various functions and configurations of Yunikorn in sequence.</p>
 <p>The following will be included in this article：</p>
@@ -123,7 +123,7 @@ <h3 class="anchor anchorWithStickyNavbar_NlAN" id="testing-3">Testing<a href="#t
 <p>While scheduling the task. Even though <code>root.tenants.group-a</code> has a higher priority than the other two queues, the scheduler will still execute root.system.normal first, which is in the global scope. Then, the scheduler will compare priorities within the local scope of <code>root.tenants</code>.</p>
 <p>For the following tests, we run them in an environment with node resources of <code>{memory:16GB, vcore:16}</code>. The results will vary in different environments, but you can obtain similar results by modifying the <a href="https://github.com/apache/yunikorn-k8shim/tree/master/deployments/examples/authz/priority" target="_blank" rel="noopener noreferrer">YAML file</a> we provide.</p>
 <table><thead><tr><th>queue</th><th>offset</th><th># of deploy apps</th><th># of apps accept by yunikorn</th><th>YAML filename</th></tr></thead><tbody><tr><td>root.system.normal-priority</td><td>0 (global)</td><td>7</td><td>7</td><td>nginx-admin.yaml</td></tr><tr><td>root.tenants.group-a</td><td>20 (fenced)</td><td>7</td><td>6</td><td>nginx-sue.yaml</td></tr><tr><td>root.tenants.group-b</td><td>5 (fenced)</td><td>7</td><td>0</td><td>nginx-kim.yaml</td></tr></tbody></table>
-<p>See the documentation on <a href="/docs/next/user_guide/priorities">App &amp; Queue Priorities</a> for more information.</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/prometheus"><div class="pagination-nav__sublabel">Previous</div><div class="pagination-nav__label">Prometheus and Grafana</div></a><a class="pagination-nav__link pagination-nav__link--next" href="/docs/next/user_guide/event_system"><div class="pagination-nav__sublabel">Next</div><div class="pagination-nav__label">Event System</div></a></nav></div></div><div class="col col--3"><div class="tableOfContents_odww thin-scrollbar theme-doc-toc-desktop"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#introduction" class="table-of-contents__link toc-highlight">Introduction</a></li><li><a href="#prerequisite" class="table-of-contents__link toc-highlight">Prerequisite</a></li><li><a href="#partition-and-queue-configuration" class="table-of-contents__link toc-highlight">Partition and Queue Configuration</a></li><li><a href="#usergroup-resolution--acl" class="table-of-contents__link toc-highlight">User/Group Resolution &amp; 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-->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">User &amp; Group Resolution</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>User &amp; Group Resolution</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="user-resolution">User resolution<a href="#user-resolution" class="hash-link" aria-label="Direct link to User resolution" title="Direct link to User resolution">​</a></h2>
 <p>User information is an important aspect of the scheduling cycle. It is one of the key identifier that can be used to determine the queue to which a job should be submitted. The Yunikorn Scheduler relies on the K8s Shim to provide user information. In the world of Kubernetes, there is no object defined that identfies the actual user. This is by design and more information can be found <a href="https://kubernetes.io/docs/reference/access-authn-authz/authentication/#users-in-kubernetes" target="_blank" rel="noopener noreferrer">here</a>.</p>
 <p>In Yunikorn, there are two ways of handling users and groups. The first is the legacy way, which uses the label <code>yunikorn.apache.org/username</code>. If this label is set on a pod, then the value is automatically extracted in the shim and will be used accordingly. Group resolution is also done in the shim and is disabled by default. The problem with this approach is twofold: user restrictions can be easily bypassed because the submitter is free to set this label to any value, therefore this only be used in a trusted environment. The second is that identifying the groups in the shim is too late: users can be assigned to multiple groups, but depending on the authentication mechanism (X509, tokens, LDAP, etc) it might be very difficult to look up which group a user belongs to. Since these limitations are significant, this method is kept for backward compatibility reasons and will likely be removed in the future.</p>
 <p>A more reliable and robust mechanism is using the <code>yunikorn.apache.org/user.info</code> annotation, where the user information can be set externally by an allowed list of users or groups or the admission controller can attach this automatically to every workload.</p>
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itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run 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
 used to run Flink on Kubernetes, the configuration is slight different.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="standalone-mode">Standalone mode<a href="#standalone-mode" class="hash-link" aria-label="Direct link to Standalone mode" title="Direct link to Standalone mode">​</a></h2>
 <p>Please follow <a href="https://ci.apache.org/projects/flink/flink-docs-stable/ops/deployment/kubernetes.html" target="_blank" rel="noopener noreferrer">Kubernetes Setup</a> to get details and examples of standalone deploy mode.
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class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run MPI Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run MPI Jobs</h1></header><p>This guide walks through how to setup the <a href="https://github.com/kubeflow/mpi-operator" target="_blank" rel="noopener noreferrer">MPI Operator</a> and to how to run a MPIJob with the YuniKorn scheduler.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="installing-the-mpi-operator">Installing the MPI Operator<a href="#installing-the-mpi-operator" class="hash-link" aria-label="Direct link to Installing the MPI Operator" title="Direct link to Installing the MPI Operator">​</a></h2>
 <p>You can use the following command to install the mpi operator. If you have problems with installation,
 please refer to <a href="https://github.com/kubeflow/mpi-operator" target="_blank" rel="noopener noreferrer">this doc</a> for details.</p>
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aria-expanded="false" href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_nvidia">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run NVIDIA GPU Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run NVIDIA GPU Jobs</h1></header><h2 class="anchor anchorWithStickyNavbar_NlAN" id="yunikorn-with-nvidia-gpus">Yunikorn with NVIDIA GPUs<a href="#yunikorn-with-nvidia-gpus" class="hash-link" aria-label="Direct link to Yunikorn with NVIDIA GPUs" title="Direct link to Yunikorn with NVIDIA GPUs">​</a></h2>
 <p>This guide gives an overview of how to set up NVIDIA Device Plugin which enable user to run GPUs with Yunikorn, for more details please check <a href="https://github.com/NVIDIA/k8s-device-plugin#nvidia-device-plugin-for-kubernetes" target="_blank" rel="noopener noreferrer"><strong>NVIDIA device plugin for Kubernetes</strong></a>.</p>
 <h3 class="anchor anchorWithStickyNavbar_NlAN" id="prerequisite">Prerequisite<a href="#prerequisite" class="hash-link" aria-label="Direct link to Prerequisite" title="Direct link to Prerequisite">​</a></h3>
 <p>Before following the steps below, Yunikorn need to deploy on the Kubernetes with GPUs.</p>
@@ -58,7 +58,7 @@ <h3 class="anchor anchorWithStickyNavbar_NlAN" id="install-nvidia-gpu-operator">
 <div class="language-bash codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-bash codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch clusterpolicy/cluster-policy \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">-n nvidia --type merge \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">-p &#x27;{&quot;spec&quot;: {&quot;devicePlugin&quot;: {&quot;config&quot;: {&quot;name&quot;: &quot;time-slicing-config&quot;}}}}&#x27;</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
 </li>
 </ul>
-<h3 class="anchor anchorWithStickyNavbar_NlAN" id="applying-the-time-slicing-configuration">Applying the Time-Slicing Configuration<a href="#applying-the-time-slicing-configuration" class="hash-link" aria-label="Direct link to Applying the Time-Slicing Configuration" title="Direct link to Applying the Time-Slicing Configuration">​</a></h3>
+<h3 class="anchor anchorWithStickyNavbar_NlAN" id="applying-the-time-slicing-configuration">Applying the Time-Slicing Configuration<a href="#applying-the-time-slicing-configuration" class="hash-link" aria-label="Direct link to Applying the Time-Slicing Configuration" title="Direct link to Applying the Time-Slicing Configuration">​</a></h3>
 <p>There are two methods:</p>
 <ul>
 <li>
diff --git a/docs/next/user_guide/workloads/run_ray_cluster/index.html b/docs/next/user_guide/workloads/run_ray_cluster/index.html
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayCluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayCluster</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html" target="_blank" rel="noopener noreferrer">RayCluster</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
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href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayCluster</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayCluster</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/raycluster-quick-start.html" target="_blank" rel="noopener noreferrer">RayCluster</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
 <p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayJob</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayJob</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example is how to setup <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html" target="_blank" rel="noopener noreferrer">Ray Job</a> with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
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href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayJob</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayJob</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example is how to setup <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayjob-quick-start.html" target="_blank" rel="noopener noreferrer">Ray Job</a> with YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
 <p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
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class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayService</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayService</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayservice-quick-start.html" target="_blank" rel="noopener noreferrer">RayService</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
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href="/docs/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run RayService</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run RayService</h1></header><div class="theme-admonition theme-admonition-info admonition_pqkm alert alert--info"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M7 2.3c3.14 0 5.7 2.56 5.7 5.7s-2.56 5.7-5.7 5.7A5.71 5.71 0 0 1 1.3 8c0-3.14 2.56-5.7 5.7-5.7zM7 1C3.14 1 0 4.14 0 8s3.14 7 7 7 7-3.14 7-7-3.14-7-7-7zm1 3H6v5h2V4zm0 6H6v2h2v-2z"></path></svg></span>Note</div><div class="admonitionContent_usWX"><p>This example demonstrates how to set up <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started.html" target="_blank" rel="noopener noreferrer">KubeRay</a> and run a <a href="https://docs.ray.io/en/master/cluster/kubernetes/getting-started/rayservice-quick-start.html" target="_blank" rel="noopener noreferrer">RayService</a> with the YuniKorn scheduler. It relies on an admission controller to configure the default applicationId and queue name. If you want more details, please refer to <a href="https://yunikorn.apache.org/docs/user_guide/labels_and_annotations_in_yunikorn" target="_blank" rel="noopener noreferrer">Yunikorn supported labels</a> and <a href="https://yunikorn.apache.org/docs/user_guide/queue_config" target="_blank" rel="noopener noreferrer">Yunikorn queue setting</a>.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="modify-yunikorn-settings">Modify YuniKorn settings<a href="#modify-yunikorn-settings" class="hash-link" aria-label="Direct link to Modify YuniKorn settings" title="Direct link to Modify YuniKorn settings">​</a></h2>
 <p>Follow <a href="https://yunikorn.apache.org/docs/" target="_blank" rel="noopener noreferrer">YuniKorn install guide</a> and modify YuniKorn configmap &quot;yunikorn-defaults&quot; to allow ray operator based on k8s service account.</p>
 <div class="codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-text codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl patch configmap yunikorn-defaults -n yunikorn --patch &#x27;{&quot;data&quot;:{&quot;admissionController.accessControl.systemUsers&quot;: &quot;^system:serviceaccount:kube-system:,^system:serviceaccount:default:&quot;}}&#x27; </span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
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class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its 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itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
 <a href="/docs/next/">get started</a> to see how that is done.</p></div></div>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="prepare-the-docker-image-for-spark">Prepare the docker image for Spark<a href="#prepare-the-docker-image-for-spark" class="hash-link" aria-label="Direct link to Prepare the docker image for Spark" title="Direct link to Prepare the docker image for Spark">​</a></h2>
 <p>To run Spark on Kubernetes, you&#x27;ll need the Spark docker images. You can 1) use the docker images provided by the Spark
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Guide</a></div></li><li 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/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/run_tf">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Run TensorFlow Jobs</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run TensorFlow Jobs</h1></header><p>This guide gives an overview of how to set up <a href="https://github.com/kubeflow/training-operator" target="_blank" rel="noopener noreferrer">training-operator</a>
 and how to run a Tensorflow job with YuniKorn scheduler. The training-operator is a unified training operator maintained by
 Kubeflow. It not only supports TensorFlow but also PyTorch, XGboots, etc.</p>
 <h2 class="anchor anchorWithStickyNavbar_NlAN" id="install-training-operator">Install training-operator<a href="#install-training-operator" class="hash-link" aria-label="Direct link to Install training-operator" title="Direct link to Install training-operator">​</a></h2>
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class="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/next/performance/evaluate_perf_function_with_kubemark">Performance</a></div></li></ul></nav></div></div></aside><main class="docMainContainer_fQ9A"><div class="container padding-top--md padding-bottom--lg"><div class="row"><div class="col docItemCol_L8rf"><div class="theme-doc-version-banner alert alert--warning margin-bottom--md" role="alert"><div>This is unreleased documentation for <!-- -->Apache YuniKorn<!-- --> <b>Next</b> version.</div><div class="margin-top--md">For up-to-date documentation, see the <b><a href="/docs/user_guide/workloads/workload_overview">latest version</a></b> (<!-- -->1.5.1<!-- -->).</div></div><div class="docItemContainer_J6oa"><article><nav class="theme-doc-breadcrumbs breadcrumbsContainer__4Nk" aria-label="Breadcrumbs"><ul class="breadcrumbs" itemscope="" itemtype="https://schema.org/BreadcrumbList"><li class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_lw5W"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">User Guide</span><meta itemprop="position" content="1"></li><li class="breadcrumbs__item"><span class="breadcrumbs__link">Workloads</span><meta itemprop="position" content="2"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Overview</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Overview</h1></header><p>The YuniKorn scheduler is able to run any Kubernetes workload. All that is required is to ensure
 that the <code>schedulerName</code> field of a Pod specification is set to <code>yunikorn</code> and an <code>applicationId</code>
 label is set to a unique value per application:</p>
 <div class="language-yaml codeBlockContainer_l7z8 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_N19i"><pre tabindex="0" class="prism-code language-yaml codeBlock_adB6 thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_fSw7"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> v1</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">kind</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> Pod</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">metadata</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">labels</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token key atrule">app</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token key atrule">applicationId</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;application-sleep-0001&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">app</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token number" style="color:rgb(247, 140, 108)">1</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"></span><span class="token key atrule">spec</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">schedulerName</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> yunikorn</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">  </span><span class="token key atrule">containers</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">    </span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain"> </span><span class="token key atrule">name</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> sleep</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">30s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">image</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;alpine:latest&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">command</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token punctuation" style="color:rgb(199, 146, 234)">[</span><span class="token string" style="color:rgb(195, 232, 141)">&quot;sleep&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">,</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;30&quot;</span><span class="token punctuation" style="color:rgb(199, 146, 234)">]</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">      </span><span class="token key atrule">resources</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">        </span><span class="token key atrule">requests</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          </span><span class="token key atrule">cpu</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;100m&quot;</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">          </span><span class="token key atrule">memory</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> </span><span class="token string" style="color:rgb(195, 232, 141)">&quot;100M&quot;</span><br></span></code></pre><div class="buttonGroup_ZiWg"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_Gl1a" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_mJ2i"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_rLlY"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div>
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The community has developed some tools in order to test and tune the performance repeatedly.</p>
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itemprop="name">Preemption</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Preemption</h1></header><p>Preemption is an essential feature found in most schedulers, and it plays a crucial role in enabling key system functionalities like DaemonSets in K8s, as well as SLA and prioritization-based features.</p>
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itemprop="name">App &amp; Queue Priorities</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 1.5.1</span><div class="tocCollapsible_hejs theme-doc-toc-mobile tocMobile_K3aG"><button type="button" class="clean-btn tocCollapsibleButton_a3TS">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>App &amp; Queue Priorities</h1></header><p>YuniKorn has advanced support for priority scheduling. Priorities are
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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Flink Jobs</h1></header><p>It&#x27;s very easy to run <a href="https://flink.apache.org/" target="_blank" rel="noopener noreferrer">Apache Flink</a> on Kubernetes with YuniKorn. 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page</button></div><div class="theme-doc-markdown markdown"><header><h1>Run Spark Jobs</h1></header><div class="theme-admonition theme-admonition-note admonition_pqkm alert alert--secondary"><div class="admonitionHeading_r0oI"><span class="admonitionIcon_Oz24"><svg viewBox="0 0 14 16"><path fill-rule="evenodd" d="M6.3 5.69a.942.942 0 0 1-.28-.7c0-.28.09-.52.28-.7.19-.18.42-.28.7-.28.28 0 .52.09.7.28.18.19.28.42.28.7 0 .28-.09.52-.28.7a1 1 0 0 1-.7.3c-.28 0-.52-.11-.7-.3zM8 7.99c-.02-.25-.11-.48-.31-.69-.2-.19-.42-.3-.69-.31H6c-.27.02-.48.13-.69.31-.2.2-.3.44-.31.69h1v3c.02.27.11.5.31.69.2.2.42.31.69.31h1c.27 0 .48-.11.69-.31.2-.19.3-.42.31-.69H8V7.98v.01zM7 2.3c-3.14 0-5.7 2.54-5.7 5.68 0 3.14 2.56 5.7 5.7 5.7s5.7-2.55 5.7-5.7c0-3.15-2.56-5.69-5.7-5.69v.01zM7 .98c3.86 0 7 3.14 7 7s-3.14 7-7 7-7-3.12-7-7 3.14-7 7-7z"></path></svg></span>note</div><div class="admonitionContent_usWX"><p>This document assumes you have YuniKorn and its admission-controller both installed. Please refer to
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index 161d5b8377b..c52d92d0f11 100644
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index bd54a011b2e..19885c55626 100644
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0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_txSM"><main class="container container--fluid margin-vert--lg"><div class="row mdxPageWrapper_tD1d"><div class="col col--8"><article><h1>Release Announcement v1.5.1</h1>
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0-2.9419-2.9418-2.9419-7.7115 0-10.6533 2.9418-2.9419 7.7115-2.9419 10.6533 0 2.9419 2.9418 2.9419 7.7115 0 10.6533z" stroke="currentColor" fill="none" fill-rule="evenodd" stroke-linecap="round" stroke-linejoin="round"></path></svg><span class="DocSearch-Button-Placeholder">Search</span></span><span class="DocSearch-Button-Keys"></span></button></div></div></div><div role="presentation" class="navbar-sidebar__backdrop"></div></nav><div id="__docusaurus_skipToContent_fallback" class="main-wrapper mainWrapper_txSM"><main><br><div class="postContainer_QeqF"><h1>Release Announcements</h1><div>List of all release announcements for Apache YuniKorn. 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diff --git a/sitemap.xml b/sitemap.xml
index 18af2105ea5..dbdcadbb346 100644
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