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Posted to issues@yunikorn.apache.org by gi...@apache.org on 2024/07/31 17:17:24 UTC
(yunikorn-site) branch asf-site updated: Auto refresh: [YUNIKORN-2709] Update website for 1.5.2 (#461)
This is an automated email from the ASF dual-hosted git repository.
github-bot pushed a commit to branch asf-site
in repository https://gitbox.apache.org/repos/asf/yunikorn-site.git
The following commit(s) were added to refs/heads/asf-site by this push:
new b8a7dd305b Auto refresh: [YUNIKORN-2709] Update website for 1.5.2 (#461)
b8a7dd305b is described below
commit b8a7dd305bfb20f8f64b6fd656ce17d7f6349786
Author: yunikorn-bot <yu...@gmail.com>
AuthorDate: Wed Jul 31 17:17:17 2024 +0000
Auto refresh: [YUNIKORN-2709] Update website for 1.5.2 (#461)
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.../workloads/workload_overview/index.html | 6 +-
docs/1.5.1/api/cluster/index.html | 33 ++
docs/1.5.1/api/scheduler/index.html | 367 ++++++++++++++
docs/1.5.1/api/system/index.html | 96 ++++
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.../namespace_resource_quota/index.html | 64 +++
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docs/1.5.1/archived_design/predicates/index.html | 43 ++
.../scheduler_core_design/index.html | 128 +++++
.../state_aware_scheduling/index.html | 97 ++++
docs/1.5.1/design/architecture/index.html | 44 ++
docs/1.5.1/design/cache_removal/index.html | 273 ++++++++++
docs/1.5.1/design/config_v2/index.html | 507 +++++++++++++++++++
docs/1.5.1/design/gang_scheduling/index.html | 405 +++++++++++++++
docs/1.5.1/design/generic_resource/index.html | 47 ++
.../design/historical_usage_tracking/index.html | 460 +++++++++++++++++
.../interface_message_simplification/index.html | 87 ++++
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docs/1.5.1/index.html | 49 ++
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docs/1.5.1/metrics/runtime/index.html | 24 +
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.../user_guide/usergroup_resolution/index.html | 60 +++
.../user_guide/workloads/run_flink/index.html | 35 ++
docs/1.5.1/user_guide/workloads/run_mpi/index.html | 32 ++
.../user_guide/workloads/run_nvidia/index.html | 115 +++++
.../user_guide/workloads/run_spark/index.html | 68 +++
docs/1.5.1/user_guide/workloads/run_tf/index.html | 65 +++
.../workloads/workload_overview/index.html | 33 ++
docs/api/cluster/index.html | 14 +-
docs/api/scheduler/index.html | 179 ++++---
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docs/next/get_started/core_features/index.html | 6 +-
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docs/next/user_guide/event_system/index.html | 6 +-
docs/next/user_guide/gang_scheduling/index.html | 6 +-
.../labels_and_annotations_in_yunikorn/index.html | 6 +-
docs/next/user_guide/loki/index.html | 6 +-
docs/next/user_guide/placement_rules/index.html | 6 +-
docs/next/user_guide/preemption_cases/index.html | 6 +-
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docs/next/user_guide/use_cases/index.html | 6 +-
.../user_guide/usergroup_resolution/index.html | 6 +-
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docs/next/user_guide/workloads/run_mpi/index.html | 6 +-
.../user_guide/workloads/run_nvidia/index.html | 6 +-
.../workloads/run_ray_cluster/index.html | 6 +-
.../user_guide/workloads/run_ray_job/index.html | 6 +-
.../workloads/run_ray_service/index.html | 6 +-
.../next/user_guide/workloads/run_spark/index.html | 6 +-
docs/next/user_guide/workloads/run_tf/index.html | 6 +-
.../workloads/workload_overview/index.html | 6 +-
.../index.html | 10 +-
.../evaluate_perf_function_with_kwok/index.html | 10 +-
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docs/performance/performance_tutorial/index.html | 10 +-
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docs/user_guide/acls/index.html | 10 +-
docs/user_guide/deployment_modes/index.html | 10 +-
docs/user_guide/event_system/index.html | 10 +-
docs/user_guide/gang_scheduling/index.html | 25 +-
.../labels_and_annotations_in_yunikorn/index.html | 10 +-
docs/user_guide/loki/index.html | 66 +++
docs/user_guide/placement_rules/index.html | 10 +-
docs/user_guide/preemption_cases/index.html | 49 +-
docs/user_guide/priorities/index.html | 10 +-
docs/user_guide/prometheus/index.html | 33 +-
docs/user_guide/queue_config/index.html | 10 +-
.../resource_quota_management/index.html | 10 +-
docs/user_guide/service_config/index.html | 33 +-
docs/user_guide/sorting_policies/index.html | 10 +-
docs/user_guide/troubleshooting/index.html | 10 +-
docs/user_guide/use_cases/index.html | 12 +-
docs/user_guide/usergroup_resolution/index.html | 36 +-
docs/user_guide/workloads/run_flink/index.html | 10 +-
docs/user_guide/workloads/run_mpi/index.html | 12 +-
docs/user_guide/workloads/run_nvidia/index.html | 10 +-
.../workloads/run_ray_cluster/index.html | 48 ++
docs/user_guide/workloads/run_ray_job/index.html | 46 ++
.../workloads/run_ray_service/index.html | 48 ++
docs/user_guide/workloads/run_spark/index.html | 10 +-
docs/user_guide/workloads/run_tf/index.html | 10 +-
.../workloads/workload_overview/index.html | 13 +-
index.html | 6 +-
release-announce/0.10.0/index.html | 6 +-
release-announce/0.11.0/index.html | 6 +-
release-announce/0.12.1/index.html | 6 +-
release-announce/0.12.2/index.html | 6 +-
release-announce/0.8.0/index.html | 6 +-
release-announce/0.9.0/index.html | 6 +-
release-announce/1.0.0/index.html | 6 +-
release-announce/1.1.0/index.html | 6 +-
release-announce/1.2.0/index.html | 6 +-
release-announce/1.3.0/index.html | 6 +-
release-announce/1.4.0/index.html | 6 +-
release-announce/1.5.0/index.html | 6 +-
release-announce/1.5.1/index.html | 6 +-
release-announce/1.5.2/index.html | 6 +-
release-announce/index.html | 6 +-
search/index.html | 6 +-
sitemap.xml | 2 +-
976 files changed, 11806 insertions(+), 2396 deletions(-)
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+++ b/404.html
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-basics">The basics<a href="#the-basics" class="hash-link" aria-label="Direct link to The basics" title="Direct link to The basics"></a></h2>
<p>GO as a language provides a build in formatter for the code: <code>gofmt</code>.
The project uses the predefined format as implemented in <code>gofmt</code>.
diff --git a/community/download/index.html b/community/download/index.html
index 83a8790faf..234826589c 100644
--- a/community/download/index.html
+++ b/community/download/index.html
@@ -4,18 +4,18 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Apache YuniKorn | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Apache YuniKorn is released as source code tarballs.
The downloads for the latest release are distributed via mirror sites.
Older releases can be downloaded from the Apache archive site.
All release artifacts should be checked for tampering using GPG or SHA-512.</p>
<p>We publish prebuilt docker images for everyone's convenience.</p>
-<p>The latest release of Apache YuniKorn is v1.5.0.</p>
-<table><thead><tr><th>Version</th><th>Release date</th><th>Source download</th><th>Docker images</th><th>Release notes</th></tr></thead><tbody><tr><td>v1.5.1</td><td>2024-05-16</td><td><a href="https://www.apache.org/dyn/closer.lua/yunikorn/1.5.1/apache-yunikorn-1.5.1-src.tar.gz" target="_blank" rel="noopener noreferrer">Download</a><br><a href="https://downloads.apache.org/yunikorn/1.5.1/apache-yunikorn-1.5.1-src.tar.gz.sha512" target="_blank" rel="noopener noreferrer">Checksum</a> & [...]
+<p>The latest release of Apache YuniKorn is v1.5.2.</p>
+<table><thead><tr><th>Version</th><th>Release date</th><th>Source download</th><th>Docker images</th><th>Release notes</th></tr></thead><tbody><tr><td>v1.5.2</td><td>2024-07-26</td><td><a href="https://www.apache.org/dyn/closer.lua/yunikorn/1.5.2/apache-yunikorn-1.5.2-src.tar.gz" target="_blank" rel="noopener noreferrer">Download</a><br><a href="https://downloads.apache.org/yunikorn/1.5.2/apache-yunikorn-1.5.2-src.tar.gz.sha512" target="_blank" rel="noopener noreferrer">Checksum</a> & [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="verifying-the-signature">Verifying the signature<a href="#verifying-the-signature" class="hash-link" aria-label="Direct link to Verifying the signature" title="Direct link to Verifying the signature"></a></h2>
<p>To verify the Apache YuniKorn release using GPG:</p>
<ul>
diff --git a/community/events/index.html b/community/events/index.html
index 40240405ee..e587ffb964 100644
--- a/community/events/index.html
+++ b/community/events/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Events | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<ul>
<li>KubeCon and CloudNativeCon 2023, Amsterdam<br>
<em>Scheduling Framework: Batch Extensions with Apache YuniKorn</em><br>
diff --git a/community/get_involved/index.html b/community/get_involved/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Get Involved | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>The Apache YuniKorn community is quite diverse, we have engineers from Alibaba, Apple,
Cloudera, Linkedin, Microsoft, Nvidia, Tencent, Uber, etc. (sorted by alphabetical order). The community deeply believes in the
importance of this diversity and the value of "The Apache Way". We welcome any form of contributions, code, documentation or suggestions!
diff --git a/community/how_to_contribute/index.html b/community/how_to_contribute/index.html
index 7fd10a4513..71146f291c 100644
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">How To Contribute | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn uses:</p>
<ul>
<li>JIRA for issue tracking.</li>
diff --git a/community/index.html b/community/index.html
index b74bb91c3b..5276079dcf 100644
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@@ -4,8 +4,8 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Apache YuniKorn</title><meta data-rh="true" property="og:title" content="Apache YuniKorn"><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><met [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
diff --git a/community/people/index.html b/community/people/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Who We Are | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>The YuniKorn community is open, diverse, and collaborative. It is not owned
by any entity. Project members share the responsibility to manage, and maintain the project.
People in the community include Project Management Committee (<a href="https://www.apache.org/dev/pmc.html" target="_blank" rel="noopener noreferrer">PMC</a>)
diff --git a/community/release_procedure/index.html b/community/release_procedure/index.html
index c961cc6d9b..bc8583716a 100644
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Release Procedure | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>The <a href="https://github.com/apache/yunikorn-release" target="_blank" rel="noopener noreferrer">release repository</a> contains the code and configuration to create a release for Apache YuniKorn.
Before starting the release procedure clone the repository and checkout the master branch.
Even if a release has been made before make sure that the latest version is checked out as the code and or config might have changed.</p>
diff --git a/community/reporting_issues/index.html b/community/reporting_issues/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Reporting Issues | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn community cares deeply about the security and actively addresses any security issues as
the top priority. We follow the Apache security guidelines for handling security issues, please see the Apache doc
about <a href="https://www.apache.org/security/" target="_blank" rel="noopener noreferrer">handling security issues</a>. If you find any security issue,
diff --git a/community/roadmap/index.html b/community/roadmap/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Roadmap | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Supported Kubernetes versions and the Kubernetes dependency will be defined and finalised during the development cycle.
Current build dependency: 1.27</p>
<h1>Next Release Development</h1>
diff --git a/docs/0.10.0/api/cluster/index.html b/docs/0.10.0/api/cluster/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.10.0/api/scheduler/index.html b/docs/0.10.0/api/scheduler/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Displays general information about the queues like name, status, capacities and properties.
The queues' hierarchy is kept in the response json.</p>
<p><strong>URL</strong> : <code>/ws/v1/queues</code></p>
diff --git a/docs/0.10.0/api/system/index.html b/docs/0.10.0/api/system/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">System | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.10.0/design/architecture/index.html b/docs/0.10.0/design/architecture/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/0.10.0/design/cache_removal/index.html b/docs/0.10.0/design/cache_removal/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document describes the current state of the scheduler and cache implementation.
It describes the changes planned based on the analysis that was done of the current behaviour.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/0.10.0/design/cross_queue_preemption/index.html b/docs/0.10.0/design/cross_queue_preemption/index.html
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<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/0.10.0/design/k8shim/index.html b/docs/0.10.0/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/0.10.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/0.10.0/design/namespace_resource_quota/index.html b/docs/0.10.0/design/namespace_resource_quota/index.html
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<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/0.10.0/design/pluggable_app_management/index.html b/docs/0.10.0/design/pluggable_app_management/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/0.10.0/design/predicates/index.html b/docs/0.10.0/design/predicates/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/0.10.0/design/resilience/index.html b/docs/0.10.0/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/0.10.0/design/scheduler_configuration/index.html b/docs/0.10.0/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/0.10.0/design/scheduler_core_design/index.html b/docs/0.10.0/design/scheduler_core_design/index.html
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/0.10.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/incubator-yunikorn-core/" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-yunikorn-core/</a></p>
diff --git a/docs/0.10.0/design/scheduler_object_states/index.html b/docs/0.10.0/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/0.10.0/design/state_aware_scheduling/index.html b/docs/0.10.0/design/state_aware_scheduling/index.html
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<title data-rh="true">Batch Workloads Ordering with StateAware Policy | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/0.10.0/developer_guide/build/index.html b/docs/0.10.0/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.10.0/developer_guide/deployment/index.html b/docs/0.10.0/developer_guide/deployment/index.html
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you can find the guide <a href="/docs/0.10.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and it is majorly for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/0.10.0/get_started/core_features/index.html b/docs/0.10.0/get_started/core_features/index.html
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="gang-scheduling">Gang Scheduling<a href="#gang-scheduling" class="hash-link" aria-label="Direct link to Gang Scheduling" title="Direct link to Gang Scheduling"></a></h2>
<p>In this release, YuniKorn starts to support the Gang Scheduling. Users can apply Gang Scheduling for the applications requiring gang scheduling semantics, such as Spark, Tensorflow, Pytorch, etc. YuniKorn proactively reserves resources for gang scheduling applications, which can work more efficiently with cluster-autoscaler. The initial support has been well tested with Spark, and it can be used with the native Spark on K8s or the Spark K8s operator. For more information how to enable [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="application-tracking-api-and-crd-phase-one">Application Tracking API and CRD Phase One<a href="#application-tracking-api-and-crd-phase-one" class="hash-link" aria-label="Direct link to Application Tracking API and CRD Phase One" title="Direct link to Application Tracking API and CRD Phase One"></a></h2>
diff --git a/docs/0.10.0/index.html b/docs/0.10.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.10.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
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a tool helps us to simulate large K8s cluster and run experimental workloads.
There were 18 bare-metal servers being used to simulate 2000/4000 nodes for these tests.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/0.10.0/performance/metrics/index.html b/docs/0.10.0/performance/metrics/index.html
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are two categories
for these metrics:</p>
<ul>
diff --git a/docs/0.10.0/performance/profiling/index.html b/docs/0.10.0/performance/profiling/index.html
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<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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<body class="navigation-with-keyboard">
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/0.10.0/user_guide/acls/index.html b/docs/0.10.0/user_guide/acls/index.html
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Therefore, the recommendation is to use the wildcard ACL on the root queue for now as per the default configuration.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.10.0/user_guide/gang_scheduling/index.html b/docs/0.10.0/user_guide/gang_scheduling/index.html
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<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/0.10.0/user_guide/placement_rules/index.html b/docs/0.10.0/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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Multiple rules can be chained to form a placement policy.
<a href="/docs/0.10.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/0.10.0/user_guide/queue_config/index.html b/docs/0.10.0/user_guide/queue_config/index.html
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<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.10.0/user_guide/acls">Access control lists</a> and <a href="/docs/0.10.0/user_guide/placement_rules">placement rule</a> documentation.</p>
<p>This document explains how to create the partition and queue configuration for the scheduler with examples.</p>
diff --git a/docs/0.10.0/user_guide/resource_quota_management/index.html b/docs/0.10.0/user_guide/resource_quota_management/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<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.
diff --git a/docs/0.10.0/user_guide/sorting_policies/index.html b/docs/0.10.0/user_guide/sorting_policies/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/0.10.0/user_guide/trouble_shooting/index.html b/docs/0.10.0/user_guide/trouble_shooting/index.html
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/0.10.0/user_guide/workloads/run_flink/index.html b/docs/0.10.0/user_guide/workloads/run_flink/index.html
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<title data-rh="true">Run Flink Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://yunikorn.apache.org/docs/0.10.0/user_guide/workloads/run_flink"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:langua [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
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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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<a href="/docs/0.10.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/0.10.0/user_guide/workloads/run_tf/index.html b/docs/0.10.0/user_guide/workloads/run_tf/index.html
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<title data-rh="true">Run Tensorflow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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You can install tf-operator by applying all yaml from two website down below:</p>
<ul>
<li>CRD: <a href="https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base" target="_blank" rel="noopener noreferrer">https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base</a></li>
diff --git a/docs/0.11.0/api/cluster/index.html b/docs/0.11.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.11.0/api/scheduler/index.html b/docs/0.11.0/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Displays general information about the partition like name, state, capacity, used capacity and node sorting policy.</p>
<p><strong>URL</strong> : <code>/ws/v1/partitions</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.11.0/api/system/index.html b/docs/0.11.0/api/system/index.html
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.11.0/design/architecture/index.html b/docs/0.11.0/design/architecture/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/0.11.0/design/cache_removal/index.html b/docs/0.11.0/design/cache_removal/index.html
index cd141613ef..7d4a297cf3 100644
--- a/docs/0.11.0/design/cache_removal/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document describes the current state of the scheduler and cache implementation.
It describes the changes planned based on the analysis that was done of the current behaviour.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/0.11.0/design/cross_queue_preemption/index.html b/docs/0.11.0/design/cross_queue_preemption/index.html
index d1f5b4787b..fbcc6677f3 100644
--- a/docs/0.11.0/design/cross_queue_preemption/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/0.11.0/design/gang_scheduling/index.html b/docs/0.11.0/design/gang_scheduling/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/0.11.0/design/k8shim/index.html b/docs/0.11.0/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/0.11.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/0.11.0/design/namespace_resource_quota/index.html b/docs/0.11.0/design/namespace_resource_quota/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/0.11.0/design/pluggable_app_management/index.html b/docs/0.11.0/design/pluggable_app_management/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/0.11.0/design/predicates/index.html b/docs/0.11.0/design/predicates/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/0.11.0/design/resilience/index.html b/docs/0.11.0/design/resilience/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/0.11.0/design/scheduler_configuration/index.html b/docs/0.11.0/design/scheduler_configuration/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/0.11.0/design/scheduler_core_design/index.html b/docs/0.11.0/design/scheduler_core_design/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/0.11.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/incubator-yunikorn-core/" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-yunikorn-core/</a></p>
diff --git a/docs/0.11.0/design/scheduler_object_states/index.html b/docs/0.11.0/design/scheduler_object_states/index.html
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</head>
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/0.11.0/design/state_aware_scheduling/index.html b/docs/0.11.0/design/state_aware_scheduling/index.html
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<title data-rh="true">Batch Workloads Ordering with StateAware Policy | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" [...]
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</head>
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/0.11.0/developer_guide/build/index.html b/docs/0.11.0/developer_guide/build/index.html
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</head>
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.11.0/developer_guide/deployment/index.html b/docs/0.11.0/developer_guide/deployment/index.html
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<title data-rh="true">Deploy to Kubernetes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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you can find the guide <a href="/docs/0.11.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and it is majorly for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/0.11.0/developer_guide/env_setup/index.html b/docs/0.11.0/developer_guide/env_setup/index.html
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<title data-rh="true">Dev Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/0.11.0/developer_guide/openshift_development/index.html b/docs/0.11.0/developer_guide/openshift_development/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Development in CodeReady Containers | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og [...]
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/0.11.0/get_started/core_features/index.html b/docs/0.11.0/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/0.11.0/index.html b/docs/0.11.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.11.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
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<title data-rh="true">Evaluate YuniKorn function & performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data [...]
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</head>
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a tool helps us to simulate large K8s cluster and run experimental workloads.
There were 18 bare-metal servers being used to simulate 2000/4000 nodes for these tests.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/0.11.0/performance/metrics/index.html b/docs/0.11.0/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are two categories
for these metrics:</p>
<ul>
diff --git a/docs/0.11.0/performance/profiling/index.html b/docs/0.11.0/performance/profiling/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/0.11.0/user_guide/acls/index.html b/docs/0.11.0/user_guide/acls/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">ACLs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.11.0/user_guide/gang_scheduling/index.html b/docs/0.11.0/user_guide/gang_scheduling/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/0.11.0/user_guide/placement_rules/index.html b/docs/0.11.0/user_guide/placement_rules/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
<body class="navigation-with-keyboard">
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Multiple rules can be chained to form a placement policy.
<a href="/docs/0.11.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/0.11.0/user_guide/queue_config/index.html b/docs/0.11.0/user_guide/queue_config/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.11.0/user_guide/acls">Access Control Lists</a> and <a href="/docs/0.11.0/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>
diff --git a/docs/0.11.0/user_guide/resource_quota_management/index.html b/docs/0.11.0/user_guide/resource_quota_management/index.html
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<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.
diff --git a/docs/0.11.0/user_guide/sorting_policies/index.html b/docs/0.11.0/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/0.11.0/user_guide/trouble_shooting/index.html b/docs/0.11.0/user_guide/trouble_shooting/index.html
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/0.11.0/user_guide/usergroup_resolution/index.html b/docs/0.11.0/user_guide/usergroup_resolution/index.html
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<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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<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" [...]
<p>Since, Kubernetes has no pre-defined field or resource for user information and individual cluster deployments with unique user identification tools can vary, we have defined a standard way of identifying the user. Yunikorn requires a Kubernetes <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/" target="_blank" rel="noopener noreferrer">Label</a> added. Using the <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/" [...]
<table><thead><tr><th>Label</th><th>Value</th></tr></thead><tbody><tr><td>yunikorn.apache.org/username</td><td>User name. It can have duplicate entries but only the first value will be used. The default user is <code>nobody</code></td></tr></tbody></table>
diff --git a/docs/0.11.0/user_guide/workloads/run_flink/index.html b/docs/0.11.0/user_guide/workloads/run_flink/index.html
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
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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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<a href="/docs/0.11.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/0.11.0/user_guide/workloads/run_tf/index.html b/docs/0.11.0/user_guide/workloads/run_tf/index.html
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<title data-rh="true">Run Tensorflow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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You can install tf-operator by applying all yaml from two website down below:</p>
<ul>
<li>CRD: <a href="https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base" target="_blank" rel="noopener noreferrer">https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base</a></li>
diff --git a/docs/0.12.1/api/cluster/index.html b/docs/0.12.1/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.12.1/api/scheduler/index.html b/docs/0.12.1/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
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<p>Displays general information about the partition like name, state, capacity, used capacity and node sorting policy.</p>
<p><strong>URL</strong> : <code>/ws/v1/partitions</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
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<title data-rh="true">System | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.12.1/design/architecture/index.html b/docs/0.12.1/design/architecture/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/0.12.1/design/cache_removal/index.html b/docs/0.12.1/design/cache_removal/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document describes the current state of the scheduler and cache implementation.
It describes the changes planned based on the analysis that was done of the current behaviour.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/0.12.1/design/cross_queue_preemption/index.html b/docs/0.12.1/design/cross_queue_preemption/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/0.12.1/design/gang_scheduling/index.html b/docs/0.12.1/design/gang_scheduling/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/0.12.1/design/k8shim/index.html b/docs/0.12.1/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/0.12.1/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/0.12.1/design/namespace_resource_quota/index.html b/docs/0.12.1/design/namespace_resource_quota/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/0.12.1/design/pluggable_app_management/index.html b/docs/0.12.1/design/pluggable_app_management/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/0.12.1/design/predicates/index.html b/docs/0.12.1/design/predicates/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/0.12.1/design/resilience/index.html b/docs/0.12.1/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/0.12.1/design/scheduler_configuration/index.html b/docs/0.12.1/design/scheduler_configuration/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/0.12.1/design/scheduler_core_design/index.html b/docs/0.12.1/design/scheduler_core_design/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/0.12.1/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/incubator-yunikorn-core/" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-yunikorn-core/</a></p>
diff --git a/docs/0.12.1/design/scheduler_object_states/index.html b/docs/0.12.1/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/0.12.1/design/state_aware_scheduling/index.html b/docs/0.12.1/design/state_aware_scheduling/index.html
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</head>
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/0.12.1/developer_guide/build/index.html b/docs/0.12.1/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.12.1/developer_guide/deployment/index.html b/docs/0.12.1/developer_guide/deployment/index.html
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<title data-rh="true">Deploy to Kubernetes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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you can find the guide <a href="/docs/0.12.1/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and it is majorly for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/0.12.1/developer_guide/env_setup/index.html b/docs/0.12.1/developer_guide/env_setup/index.html
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<title data-rh="true">Dev Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/0.12.1/developer_guide/openshift_development/index.html b/docs/0.12.1/developer_guide/openshift_development/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Development in CodeReady Containers | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og [...]
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/0.12.1/get_started/core_features/index.html b/docs/0.12.1/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/0.12.1/index.html b/docs/0.12.1/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.12.1/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/0.12.1/performance/evaluate_perf_function_with_kubemark/index.html b/docs/0.12.1/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn Performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="environment-setup">Environment setup<a href="#environment-setup" class="hash-link" aria-label="Direct link to Environment setup" title="Direct link to Environment setup"></a></h2>
<p>We leverage <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a> to evaluate scheduler’s performance. Kubemark is a testing tool that simulates large scale clusters. It create hollow nodes which runs hollow kubelet to pretend original kubelet behavior. Scheduled pods on these hollow nodes won’t actually execute. It is able to create a big cluster that meets ou [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/0.12.1/performance/metrics/index.html b/docs/0.12.1/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are three categories
for these metrics:</p>
<ul>
diff --git a/docs/0.12.1/performance/performance_tutorial/index.html b/docs/0.12.1/performance/performance_tutorial/index.html
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<p>The YuniKorn community continues to optimize the performance of the scheduler, ensuring that YuniKorn satisfies the performance requirements of large-scale batch workloads. Thus, the community has built some useful tools for performance benchmarking that can be reused across releases. This document introduces all these tools and steps to run them.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="hardware">Hardware<a href="#hardware" class="hash-link" aria-label="Direct link to Hardware" title="Direct link to Hardware"></a></h2>
<p>Be aware that performance result is highly variable depending on the underlying hardware. All results published in the doc can only be used as references. We encourage each individual to run similar tests on their own environments in order to get a result based on your own hardware. This doc is just for demonstration purpose.</p>
diff --git a/docs/0.12.1/performance/profiling/index.html b/docs/0.12.1/performance/profiling/index.html
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<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/0.12.1/user_guide/acls/index.html b/docs/0.12.1/user_guide/acls/index.html
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<title data-rh="true">ACLs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.12.1/user_guide/gang_scheduling/index.html b/docs/0.12.1/user_guide/gang_scheduling/index.html
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<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/0.12.1/user_guide/placement_rules/index.html b/docs/0.12.1/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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Multiple rules can be chained to form a placement policy.
<a href="/docs/0.12.1/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/0.12.1/user_guide/queue_config/index.html b/docs/0.12.1/user_guide/queue_config/index.html
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<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.12.1/user_guide/acls">Access Control Lists</a> and <a href="/docs/0.12.1/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>
diff --git a/docs/0.12.1/user_guide/resource_quota_management/index.html b/docs/0.12.1/user_guide/resource_quota_management/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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.
diff --git a/docs/0.12.1/user_guide/sorting_policies/index.html b/docs/0.12.1/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/0.12.1/user_guide/trouble_shooting/index.html b/docs/0.12.1/user_guide/trouble_shooting/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/0.12.1/user_guide/usergroup_resolution/index.html b/docs/0.12.1/user_guide/usergroup_resolution/index.html
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<meta charset="UTF-8">
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<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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<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" [...]
<p>Since, Kubernetes has no pre-defined field or resource for user information and individual cluster deployments with unique user identification tools can vary, we have defined a standard way of identifying the user. Yunikorn requires a Kubernetes <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/" target="_blank" rel="noopener noreferrer">Label</a> added. Using the <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/" [...]
<table><thead><tr><th>Label</th><th>Value</th></tr></thead><tbody><tr><td>yunikorn.apache.org/username</td><td>User name. It can have duplicate entries but only the first value will be used. The default user is <code>nobody</code></td></tr></tbody></table>
diff --git a/docs/0.12.1/user_guide/workloads/run_flink/index.html b/docs/0.12.1/user_guide/workloads/run_flink/index.html
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
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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<a href="/docs/0.12.1/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/0.12.1/user_guide/workloads/run_tf/index.html b/docs/0.12.1/user_guide/workloads/run_tf/index.html
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<title data-rh="true">Run TensorFlow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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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_QBiG" 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>
diff --git a/docs/0.12.2/api/cluster/index.html b/docs/0.12.2/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.12.2/api/scheduler/index.html b/docs/0.12.2/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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<p>Displays general information about the partition like name, state, capacity, used capacity and node sorting policy.</p>
<p><strong>URL</strong> : <code>/ws/v1/partitions</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
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<title data-rh="true">System | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.12.2/design/architecture/index.html b/docs/0.12.2/design/architecture/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/0.12.2/design/cache_removal/index.html b/docs/0.12.2/design/cache_removal/index.html
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<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document describes the current state of the scheduler and cache implementation.
It describes the changes planned based on the analysis that was done of the current behaviour.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/0.12.2/design/cross_queue_preemption/index.html b/docs/0.12.2/design/cross_queue_preemption/index.html
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<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/0.12.2/design/gang_scheduling/index.html b/docs/0.12.2/design/gang_scheduling/index.html
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<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/0.12.2/design/k8shim/index.html b/docs/0.12.2/design/k8shim/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/0.12.2/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/0.12.2/design/namespace_resource_quota/index.html b/docs/0.12.2/design/namespace_resource_quota/index.html
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<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/0.12.2/design/pluggable_app_management/index.html b/docs/0.12.2/design/pluggable_app_management/index.html
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<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/0.12.2/design/predicates/index.html b/docs/0.12.2/design/predicates/index.html
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<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/0.12.2/design/resilience/index.html b/docs/0.12.2/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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</head>
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/0.12.2/design/scheduler_configuration/index.html b/docs/0.12.2/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/0.12.2/design/scheduler_core_design/index.html b/docs/0.12.2/design/scheduler_core_design/index.html
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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</head>
<body class="navigation-with-keyboard">
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This document will not be maintained and is just for historical reference.
See <a href="/docs/0.12.2/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/incubator-yunikorn-core/" target="_blank" rel="noopener noreferrer">https://github.com/apache/incubator-yunikorn-core/</a></p>
diff --git a/docs/0.12.2/design/scheduler_object_states/index.html b/docs/0.12.2/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/0.12.2/design/state_aware_scheduling/index.html b/docs/0.12.2/design/state_aware_scheduling/index.html
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/0.12.2/developer_guide/build/index.html b/docs/0.12.2/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.12.2/developer_guide/deployment/index.html b/docs/0.12.2/developer_guide/deployment/index.html
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you can find the guide <a href="/docs/0.12.2/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and it is majorly for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/0.12.2/developer_guide/openshift_development/index.html b/docs/0.12.2/developer_guide/openshift_development/index.html
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/0.12.2/get_started/core_features/index.html b/docs/0.12.2/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/0.12.2/index.html b/docs/0.12.2/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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</head>
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.12.2/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/0.12.2/performance/evaluate_perf_function_with_kubemark/index.html b/docs/0.12.2/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn Performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="environment-setup">Environment setup<a href="#environment-setup" class="hash-link" aria-label="Direct link to Environment setup" title="Direct link to Environment setup"></a></h2>
<p>We leverage <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a> to evaluate scheduler’s performance. Kubemark is a testing tool that simulates large scale clusters. It create hollow nodes which runs hollow kubelet to pretend original kubelet behavior. Scheduled pods on these hollow nodes won’t actually execute. It is able to create a big cluster that meets ou [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/0.12.2/performance/metrics/index.html b/docs/0.12.2/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are three categories
for these metrics:</p>
<ul>
diff --git a/docs/0.12.2/performance/performance_tutorial/index.html b/docs/0.12.2/performance/performance_tutorial/index.html
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<p>The YuniKorn community continues to optimize the performance of the scheduler, ensuring that YuniKorn satisfies the performance requirements of large-scale batch workloads. Thus, the community has built some useful tools for performance benchmarking that can be reused across releases. This document introduces all these tools and steps to run them.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="hardware">Hardware<a href="#hardware" class="hash-link" aria-label="Direct link to Hardware" title="Direct link to Hardware"></a></h2>
<p>Be aware that performance result is highly variable depending on the underlying hardware. All results published in the doc can only be used as references. We encourage each individual to run similar tests on their own environments in order to get a result based on your own hardware. This doc is just for demonstration purpose.</p>
diff --git a/docs/0.12.2/performance/profiling/index.html b/docs/0.12.2/performance/profiling/index.html
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.12.2/user_guide/gang_scheduling/index.html b/docs/0.12.2/user_guide/gang_scheduling/index.html
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<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/0.12.2/user_guide/placement_rules/index.html b/docs/0.12.2/user_guide/placement_rules/index.html
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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Multiple rules can be chained to form a placement policy.
<a href="/docs/0.12.2/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/0.12.2/user_guide/queue_config/index.html b/docs/0.12.2/user_guide/queue_config/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.12.2/user_guide/acls">Access Control Lists</a> and <a href="/docs/0.12.2/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>
diff --git a/docs/0.12.2/user_guide/resource_quota_management/index.html b/docs/0.12.2/user_guide/resource_quota_management/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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.
diff --git a/docs/0.12.2/user_guide/sorting_policies/index.html b/docs/0.12.2/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/0.12.2/user_guide/trouble_shooting/index.html b/docs/0.12.2/user_guide/trouble_shooting/index.html
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/0.12.2/user_guide/usergroup_resolution/index.html b/docs/0.12.2/user_guide/usergroup_resolution/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<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" [...]
<p>Since, Kubernetes has no pre-defined field or resource for user information and individual cluster deployments with unique user identification tools can vary, we have defined a standard way of identifying the user. Yunikorn requires a Kubernetes <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/" target="_blank" rel="noopener noreferrer">Label</a> added. Using the <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/" [...]
<table><thead><tr><th>Label</th><th>Value</th></tr></thead><tbody><tr><td>yunikorn.apache.org/username</td><td>User name. It can have duplicate entries but only the first value will be used. The default user is <code>nobody</code></td></tr></tbody></table>
diff --git a/docs/0.12.2/user_guide/workloads/run_flink/index.html b/docs/0.12.2/user_guide/workloads/run_flink/index.html
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
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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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<a href="/docs/0.12.2/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/0.12.2/user_guide/workloads/run_tf/index.html b/docs/0.12.2/user_guide/workloads/run_tf/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Run TensorFlow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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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_QBiG" 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>
diff --git a/docs/0.8.0/community/coding_guidelines/index.html b/docs/0.8.0/community/coding_guidelines/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Coding Guidelines | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>GO as a language provides a build in formatter for the code: <code>gofmt</code>.
The project uses the predefined format as implemented in <code>gofmt</code>.
That means tabs and not spaces etc.
diff --git a/docs/0.8.0/community/community_sync_up/index.html b/docs/0.8.0/community/community_sync_up/index.html
index fd70065f71..56a7b192a1 100644
--- a/docs/0.8.0/community/community_sync_up/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Community Sync Up | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<ul>
<li>Developpers who are interested to contribute to YuniKorn project.</li>
<li>Users who are using or interested to learn about the project.</li>
diff --git a/docs/0.8.0/community/how_to_contribute/index.html b/docs/0.8.0/community/how_to_contribute/index.html
index 1ae1999c21..22bef0f88d 100644
--- a/docs/0.8.0/community/how_to_contribute/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">How To Contribute | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<ul>
<li>JIRA for issue tracking.</li>
<li>GitHub Pull Requests to manage code review and the change itself.</li>
diff --git a/docs/0.8.0/community/reporting_issues/index.html b/docs/0.8.0/community/reporting_issues/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Reporting Issues | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>If you have an issue with YuniKorn operation, please follow these guidelines:</p>
<p>If you are having an issue with setup, configuration, or some other form of behavior not matching your expectation, join the user mailing list and ask your questions in that forum.
See the <a href="https://yunikorn.apache.org" target="_blank" rel="noopener noreferrer">YuniKorn web page</a> for information on mailing lists.
diff --git a/docs/0.8.0/configuration/acls/index.html b/docs/0.8.0/configuration/acls/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Acls | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.8.0/configuration/placement_rules/index.html b/docs/0.8.0/configuration/placement_rules/index.html
index ee92041d2a..83d0448be3 100644
--- a/docs/0.8.0/configuration/placement_rules/index.html
+++ b/docs/0.8.0/configuration/placement_rules/index.html
@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>The basics for the placement rules are described in the <a href="/docs/0.8.0/design/scheduler_configuration#placement-rules-definition">scheduler design document</a>.
Multiple rules can be chained to form a placement policy.
<a href="/docs/0.8.0/configuration/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
diff --git a/docs/0.8.0/configuration/queue_config/index.html b/docs/0.8.0/configuration/queue_config/index.html
index 4fcd20c0c1..808a585278 100644
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Queue Config | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>The basis for the queue configuration is given in the <a href="/docs/0.8.0/setup/configure_scheduler#queue-configuration">scheduler design document</a>.</p>
<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.8.0/configuration/acls">Access control lists</a> and <a href="/docs/0.8.0/configuration/placement_rules">placement rule</a> documentation.</p>
diff --git a/docs/0.8.0/design/cross_queue_preemption/index.html b/docs/0.8.0/design/cross_queue_preemption/index.html
index 49d37c714a..60252044b3 100644
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="to-be-solved-problems">To be solved problems:<a href="#to-be-solved-problems" class="hash-link" aria-label="Direct link to To be solved problems:" title="Direct link to To be solved problems:"></a></h2>
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
diff --git a/docs/0.8.0/design/index.html b/docs/0.8.0/design/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="overall">Overall<a href="#overall" class="hash-link" aria-label="Direct link to Overall" title="Direct link to Overall"></a></h2>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="architecture">Architecture<a href="#architecture" class="hash-link" aria-label="Direct link to Architecture" title="Direct link to Architecture"></a></h2>
<h3 class="anchor anchorWithStickyNavbar_QBiG" id="components">Components:<a href="#components" class="hash-link" aria-label="Direct link to Components:" title="Direct link to Components:"></a></h3>
diff --git a/docs/0.8.0/design/namespace_resource_quota/index.html b/docs/0.8.0/design/namespace_resource_quota/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
diff --git a/docs/0.8.0/design/pluggable_app_management/index.html b/docs/0.8.0/design/pluggable_app_management/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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>
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
diff --git a/docs/0.8.0/design/resilience/index.html b/docs/0.8.0/design/resilience/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This is not a HA (High-availability) design, HA implies that a service can
survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
diff --git a/docs/0.8.0/design/scheduler_configuration/index.html b/docs/0.8.0/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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>
<ul>
<li>Separation of duty</li>
diff --git a/docs/0.8.0/get_started/developer_guide/index.html b/docs/0.8.0/get_started/developer_guide/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.8.0/index.html b/docs/0.8.0/index.html
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<meta charset="UTF-8">
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<title data-rh="true">User Guide | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.8.0/setup/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<p>All files mentioned in this user guide are part of the <a href="https://github.com/apache/incubator-yunikorn-k8shim" target="_blank" rel="noopener noreferrer">yunikorn-k8shim</a> repository.
diff --git a/docs/0.8.0/performance/evaluate_perf_function_with_kubemark/index.html b/docs/0.8.0/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Perf With Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="ht [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>All the following tests are done with <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a>,
a tool helps us to simulate large K8s cluster and run experimental workloads.
There were 18 bare-metal servers being used to simulate 2000/4000 nodes for these tests.</p>
diff --git a/docs/0.8.0/performance/metrics/index.html b/docs/0.8.0/performance/metrics/index.html
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<title data-rh="true">Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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</head>
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn leverages <a href="https://prometheus.io/" target="_blank" rel="noopener noreferrer">Prometheus</a> to record metrics. The metrics system keeps tracking of
scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are two categories
for these metrics:</p>
diff --git a/docs/0.8.0/performance/profiling/index.html b/docs/0.8.0/performance/profiling/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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
added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
diff --git a/docs/0.8.0/setup/build_local/index.html b/docs/0.8.0/setup/build_local/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Build Local | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>The YuniKorn project has four repositories three of those repositories have a dependency at the go level.
These dependencies are part of the go modules and point to the github repositories.
During development it can be required to break the dependency on the committed version from github.
diff --git a/docs/0.8.0/setup/configure_scheduler/index.html b/docs/0.8.0/setup/configure_scheduler/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Configure Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
<p>Under project root of the <code>yunikorn-k8shim</code>, run the command to build an image using the map for the configuration:</p>
<div class="codeBlockContainer_ywe3 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_K7YI"><pre tabindex="0" class="prism-code language-text codeBlock_lM3F thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_EmLR"><span class="token-line" style="color:#bfc7d5"><span class="token plain">make image</span><br></span></code></pre><div class="buttonGroup_ac0t"><button type="button" aria-label=" [...]
diff --git a/docs/0.8.0/setup/deployment/index.html b/docs/0.8.0/setup/deployment/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Deployment Guide | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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you can find the guide <a href="/docs/0.8.0/">here</a>. However, if you want to explore the deployment procedure
step by step, here are the instructions.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="setup-rbac">Setup RBAC<a href="#setup-rbac" class="hash-link" aria-label="Direct link to Setup RBAC" title="Direct link to Setup RBAC"></a></h2>
diff --git a/docs/0.8.0/setup/env_setup/index.html b/docs/0.8.0/setup/env_setup/index.html
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<title data-rh="true">Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/0.9.0/api/cluster/index.html b/docs/0.9.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.9.0/api/scheduler/index.html b/docs/0.9.0/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>Displays general information about the queues like name, status, capacities and properties.
The queues' hierarchy is kept in the response json.</p>
<p><strong>URL</strong> : <code>/ws/v1/queues</code></p>
diff --git a/docs/0.9.0/api/system/index.html b/docs/0.9.0/api/system/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/0.9.0/design/architecture/index.html b/docs/0.9.0/design/architecture/index.html
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<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/0.9.0/design/cross_queue_preemption/index.html b/docs/0.9.0/design/cross_queue_preemption/index.html
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<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>Please read the <a href="/docs/0.9.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/0.9.0/design/namespace_resource_quota/index.html b/docs/0.9.0/design/namespace_resource_quota/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/0.9.0/design/pluggable_app_management/index.html b/docs/0.9.0/design/pluggable_app_management/index.html
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<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/0.9.0/design/predicates/index.html b/docs/0.9.0/design/predicates/index.html
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<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/0.9.0/design/resilience/index.html b/docs/0.9.0/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/0.9.0/design/scheduler_configuration/index.html b/docs/0.9.0/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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</head>
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/0.9.0/design/scheduler_core_design/index.html b/docs/0.9.0/design/scheduler_core_design/index.html
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<p>Scheduler core encapsulates all scheduling algorithms, it collects resources from underneath resource management
platforms (like YARN/K8s), and is responsible for container allocation requests. It makes the decision where is the
best spot for each request and then sends response allocations to the resource management platform.
diff --git a/docs/0.9.0/design/scheduler_object_states/index.html b/docs/0.9.0/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/0.9.0/design/state_aware_scheduling/index.html b/docs/0.9.0/design/state_aware_scheduling/index.html
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<title data-rh="true">Batch Workloads Ordering with StateAware Policy | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/0.9.0/developer_guide/build/index.html b/docs/0.9.0/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/0.9.0/developer_guide/deployment/index.html b/docs/0.9.0/developer_guide/deployment/index.html
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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you can find the guide <a href="/docs/0.9.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and it is majorly for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/0.9.0/developer_guide/env_setup/index.html b/docs/0.9.0/developer_guide/env_setup/index.html
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/0.9.0/get_started/core_features/index.html b/docs/0.9.0/get_started/core_features/index.html
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/0.9.0/index.html b/docs/0.9.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/0.9.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/0.9.0/performance/evaluate_perf_function_with_kubemark/index.html b/docs/0.9.0/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn function & performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data [...]
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</head>
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a tool helps us to simulate large K8s cluster and run experimental workloads.
There were 18 bare-metal servers being used to simulate 2000/4000 nodes for these tests.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/0.9.0/performance/metrics/index.html b/docs/0.9.0/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are two categories
for these metrics:</p>
<ul>
diff --git a/docs/0.9.0/performance/profiling/index.html b/docs/0.9.0/performance/profiling/index.html
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<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/0.9.0/user_guide/acls/index.html b/docs/0.9.0/user_guide/acls/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
Therefore, the recommendation is to use the wildcard ACL on the root queue for now as per the default configuration.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/0.9.0/user_guide/placement_rules/index.html b/docs/0.9.0/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
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Multiple rules can be chained to form a placement policy.
<a href="/docs/0.9.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/0.9.0/user_guide/queue_config/index.html b/docs/0.9.0/user_guide/queue_config/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>This document provides the generic queue configuration.
It references both the <a href="/docs/0.9.0/user_guide/acls">Access control lists</a> and <a href="/docs/0.9.0/user_guide/placement_rules">placement rule</a> documentation.</p>
<p>This document explains how to create the partition and queue configuration for the scheduler with examples.</p>
diff --git a/docs/0.9.0/user_guide/resource_quota_management/index.html b/docs/0.9.0/user_guide/resource_quota_management/index.html
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<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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using namespace resource quota. Here are some how-to documents about setting up
resource quota management with YuniKorn queues.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="option-1-static-queues">Option 1) Static queues<a href="#option-1-static-queues" class="hash-link" aria-label="Direct link to Option 1) Static queues" title="Direct link to Option 1) Static queues"></a></h2>
diff --git a/docs/0.9.0/user_guide/sorting_policies/index.html b/docs/0.9.0/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/0.9.0/user_guide/trouble_shooting/index.html b/docs/0.9.0/user_guide/trouble_shooting/index.html
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/0.9.0/user_guide/workloads/run_flink/index.html b/docs/0.9.0/user_guide/workloads/run_flink/index.html
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<title data-rh="true">Run Flink Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://yunikorn.apache.org/docs/0.9.0/user_guide/workloads/run_flink"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:languag [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
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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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<a href="/docs/0.9.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/0.9.0/user_guide/workloads/run_tf/index.html b/docs/0.9.0/user_guide/workloads/run_tf/index.html
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</head>
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You can install tf-operator by applying all yaml from two website down below:</p>
<ul>
<li>CRD: <a href="https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base" target="_blank" rel="noopener noreferrer">https://github.com/kubeflow/manifests/tree/master/tf-training/tf-job-crds/base</a></li>
diff --git a/docs/1.0.0/api/cluster/index.html b/docs/1.0.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers and the build information of resource managers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.0.0/api/scheduler/index.html b/docs/1.0.0/api/scheduler/index.html
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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>
diff --git a/docs/1.0.0/api/system/index.html b/docs/1.0.0/api/system/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">System | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.0.0/design/architecture/index.html b/docs/1.0.0/design/architecture/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/1.0.0/design/cache_removal/index.html b/docs/1.0.0/design/cache_removal/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document describes the current state of the scheduler and cache implementation.
It describes the changes planned based on the analysis that was done of the current behaviour.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/1.0.0/design/cross_queue_preemption/index.html b/docs/1.0.0/design/cross_queue_preemption/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/1.0.0/design/gang_scheduling/index.html b/docs/1.0.0/design/gang_scheduling/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/1.0.0/design/interface_message_simplication/index.html b/docs/1.0.0/design/interface_message_simplication/index.html
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<title data-rh="true">Simplyfing Interface Messages | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h1>Proposal</h1>
<p>This document describes a) complexity hidden behind existing Interface messages and
explains the newly defined SI messages and its dependent changes on Core and Shim.
diff --git a/docs/1.0.0/design/k8shim/index.html b/docs/1.0.0/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/1.0.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/1.0.0/design/namespace_resource_quota/index.html b/docs/1.0.0/design/namespace_resource_quota/index.html
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<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/1.0.0/design/pluggable_app_management/index.html b/docs/1.0.0/design/pluggable_app_management/index.html
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<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/1.0.0/design/predicates/index.html b/docs/1.0.0/design/predicates/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/1.0.0/design/resilience/index.html b/docs/1.0.0/design/resilience/index.html
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/1.0.0/design/scheduler_configuration/index.html b/docs/1.0.0/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/1.0.0/design/scheduler_core_design/index.html b/docs/1.0.0/design/scheduler_core_design/index.html
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/1.0.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/yunikorn-core" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-core</a></p>
diff --git a/docs/1.0.0/design/scheduler_object_states/index.html b/docs/1.0.0/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/1.0.0/design/scheduler_plugin/index.html b/docs/1.0.0/design/scheduler_plugin/index.html
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<title data-rh="true">K8s Scheduler Plugin | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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</head>
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<p>YuniKorn (on Kubernetes) is traditionally implemented as a ground-up implementation of a Kubernetes scheduler.
This has allowed us to innovate rapidly, but is not without its problems; we currently have numerous places
where we call into non-public K8S source code APIs with varying levels of (code) stability, requiring
diff --git a/docs/1.0.0/design/state_aware_scheduling/index.html b/docs/1.0.0/design/state_aware_scheduling/index.html
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<title data-rh="true">Batch Workloads Ordering with StateAware Policy | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" [...]
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/1.0.0/developer_guide/build/index.html b/docs/1.0.0/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/1.0.0/developer_guide/dependencies/index.html b/docs/1.0.0/developer_guide/dependencies/index.html
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<title data-rh="true">Go module updates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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<p>The references in the <code>master</code> branches must be updated if a change is made in the scheduler interface.
Updating the dependency of a shim in reference to the core might be needed even if the scheduler interface does not change.
New functionality could be added that rely on changed content of the messages.
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<title data-rh="true">Deploy to Kubernetes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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you can find the guide <a href="/docs/1.0.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and admission controller. It is primarily intended for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/1.0.0/developer_guide/env_setup/index.html b/docs/1.0.0/developer_guide/env_setup/index.html
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<title data-rh="true">Dev Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/1.0.0/developer_guide/openshift_development/index.html b/docs/1.0.0/developer_guide/openshift_development/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Development in CodeReady Containers | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og [...]
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/1.0.0/get_started/core_features/index.html b/docs/1.0.0/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/1.0.0/index.html b/docs/1.0.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/1.0.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/1.0.0/performance/evaluate_perf_function_with_kubemark/index.html b/docs/1.0.0/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn Performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="environment-setup">Environment setup<a href="#environment-setup" class="hash-link" aria-label="Direct link to Environment setup" title="Direct link to Environment setup"></a></h2>
<p>We leverage <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a> to evaluate scheduler’s performance. Kubemark is a testing tool that simulates large scale clusters. It create hollow nodes which runs hollow kubelet to pretend original kubelet behavior. Scheduled pods on these hollow nodes won’t actually execute. It is able to create a big cluster that meets ou [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/1.0.0/performance/metrics/index.html b/docs/1.0.0/performance/metrics/index.html
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are three categories
for these metrics:</p>
<ul>
diff --git a/docs/1.0.0/performance/performance_tutorial/index.html b/docs/1.0.0/performance/performance_tutorial/index.html
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<p>The YuniKorn community continues to optimize the performance of the scheduler, ensuring that YuniKorn satisfies the performance requirements of large-scale batch workloads. Thus, the community has built some useful tools for performance benchmarking that can be reused across releases. This document introduces all these tools and steps to run them.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="hardware">Hardware<a href="#hardware" class="hash-link" aria-label="Direct link to Hardware" title="Direct link to Hardware"></a></h2>
<p>Be aware that performance result is highly variable depending on the underlying hardware. All results published in the doc can only be used as references. We encourage each individual to run similar tests on their own environments in order to get a result based on your own hardware. This doc is just for demonstration purpose.</p>
diff --git a/docs/1.0.0/performance/profiling/index.html b/docs/1.0.0/performance/profiling/index.html
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/1.0.0/user_guide/acls/index.html b/docs/1.0.0/user_guide/acls/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">ACLs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.0.0/user_guide/deployment_modes/index.html b/docs/1.0.0/user_guide/deployment_modes/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Deployment Modes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn can be deployed in two different modes: standard and plugin. In standard mode, YuniKorn runs as a customized
Kubernetes scheduler. In plugin mode, YuniKorn is implemented as a set of plugins on top of the default Kubernetes
scheduling framework.</p>
diff --git a/docs/1.0.0/user_guide/gang_scheduling/index.html b/docs/1.0.0/user_guide/gang_scheduling/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/1.0.0/user_guide/labels_and_annotations_in_yunikorn/index.html b/docs/1.0.0/user_guide/labels_and_annotations_in_yunikorn/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
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<title data-rh="true">Labels and Annotations in YuniKorn | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og: [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn utilizes several Kubernetes labels and annotations to support various features:</p>
<h3 class="anchor anchorWithStickyNavbar_QBiG" 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>SparkLabelAppID </code></td><td>Alternative method of specifying <code>applicationId</code> used by Spark Operator if the label <code>applicationI [...]
diff --git a/docs/1.0.0/user_guide/placement_rules/index.html b/docs/1.0.0/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
Multiple rules can be chained to form a placement policy.
<a href="/docs/1.0.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/1.0.0/user_guide/queue_config/index.html b/docs/1.0.0/user_guide/queue_config/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document provides the generic queue configuration.
It references both the <a href="/docs/1.0.0/user_guide/acls">Access Control Lists</a> and <a href="/docs/1.0.0/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>
diff --git a/docs/1.0.0/user_guide/resource_quota_management/index.html b/docs/1.0.0/user_guide/resource_quota_management/index.html
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<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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.
diff --git a/docs/1.0.0/user_guide/sorting_policies/index.html b/docs/1.0.0/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/1.0.0/user_guide/trouble_shooting/index.html b/docs/1.0.0/user_guide/trouble_shooting/index.html
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<title data-rh="true">Trouble Shooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/1.0.0/user_guide/usergroup_resolution/index.html b/docs/1.0.0/user_guide/usergroup_resolution/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<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" [...]
<p>Since, Kubernetes has no pre-defined field or resource for user information and individual cluster deployments with unique user identification tools can vary, we have defined a standard way of identifying the user. Yunikorn requires a Kubernetes <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/" target="_blank" rel="noopener noreferrer">Label</a> added. Using the <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/" [...]
<table><thead><tr><th>Label</th><th>Value</th></tr></thead><tbody><tr><td>yunikorn.apache.org/username</td><td>User name. It can have duplicate entries but only the first value will be used. The default user is <code>nobody</code></td></tr></tbody></table>
diff --git a/docs/1.0.0/user_guide/workloads/run_flink/index.html b/docs/1.0.0/user_guide/workloads/run_flink/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Run Flink Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://yunikorn.apache.org/docs/1.0.0/user_guide/workloads/run_flink"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:languag [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.0.0/user_guide/workloads/run_spark/index.html b/docs/1.0.0/user_guide/workloads/run_spark/index.html
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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<a href="/docs/1.0.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/1.0.0/user_guide/workloads/run_tf/index.html b/docs/1.0.0/user_guide/workloads/run_tf/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Run TensorFlow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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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_QBiG" 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>
diff --git a/docs/1.1.0/api/cluster/index.html b/docs/1.1.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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</head>
<body class="navigation-with-keyboard">
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers and the build information of resource managers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.1.0/api/scheduler/index.html b/docs/1.1.0/api/scheduler/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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>
diff --git a/docs/1.1.0/api/system/index.html b/docs/1.1.0/api/system/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.1.0/design/architecture/index.html b/docs/1.1.0/design/architecture/index.html
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<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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</head>
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
See <a href="/docs/1.1.0/design/interface_message_simplification">Simplifying Interface Messages and Breaking Shim build dependency on Core</a> to know the updated message definitions.</p></div></div>
<h1>Proposal to combine Cache and Scheduler's implementation in the core</h1>
<p>This document describes the current state of the scheduler and cache implementation.
diff --git a/docs/1.1.0/design/cross_queue_preemption/index.html b/docs/1.1.0/design/cross_queue_preemption/index.html
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<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/1.1.0/design/gang_scheduling/index.html b/docs/1.1.0/design/gang_scheduling/index.html
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<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/1.1.0/design/generic_resource/index.html b/docs/1.1.0/design/generic_resource/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Generic Resource Types in Namespace Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" proper [...]
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+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Tracking jira: <a href="https://issues.apache.org/jira/browse/YUNIKORN-1279" target="_blank" rel="noopener noreferrer">YUNIKORN-1275</a></p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="functional-gap">Functional gap<a href="#functional-gap" class="hash-link" aria-label="Direct link to Functional gap" title="Direct link to Functional gap"></a></h2>
<p>The queue configuration allows all resource types to be set in a quota. Namespace annotations do not. Support for the same resource types in the annotations on namespaces should be possible.</p>
diff --git a/docs/1.1.0/design/interface_message_simplification/index.html b/docs/1.1.0/design/interface_message_simplification/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Simplifying Interface Messages | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h1>Proposal</h1>
<p>This document describes a) complexity hidden behind existing Interface messages and
explains the newly defined SI messages and its dependent changes on Core and Shim.
diff --git a/docs/1.1.0/design/k8shim/index.html b/docs/1.1.0/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/1.1.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/1.1.0/design/namespace_resource_quota/index.html b/docs/1.1.0/design/namespace_resource_quota/index.html
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<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/1.1.0/design/pluggable_app_management/index.html b/docs/1.1.0/design/pluggable_app_management/index.html
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<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/1.1.0/design/predicates/index.html b/docs/1.1.0/design/predicates/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/1.1.0/design/resilience/index.html b/docs/1.1.0/design/resilience/index.html
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/1.1.0/design/scheduler_configuration/index.html b/docs/1.1.0/design/scheduler_configuration/index.html
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<title data-rh="true">Scheduler Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/1.1.0/design/scheduler_core_design/index.html b/docs/1.1.0/design/scheduler_core_design/index.html
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/1.1.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/yunikorn-core" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-core</a></p>
diff --git a/docs/1.1.0/design/scheduler_object_states/index.html b/docs/1.1.0/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/1.1.0/design/scheduler_plugin/index.html b/docs/1.1.0/design/scheduler_plugin/index.html
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<title data-rh="true">K8s Scheduler Plugin | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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<p>YuniKorn (on Kubernetes) is traditionally implemented as a ground-up implementation of a Kubernetes scheduler.
This has allowed us to innovate rapidly, but is not without its problems; we currently have numerous places
where we call into non-public K8S source code APIs with varying levels of (code) stability, requiring
diff --git a/docs/1.1.0/design/simple_preemptor/index.html b/docs/1.1.0/design/simple_preemptor/index.html
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<title data-rh="true">DaemonSet Scheduling using Simple Preemptor | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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<p>The simplistic approach to preempt or free up resources of running applications for DaemonSet pods. A good example of daemonset pod is fluentd logging pod which is very essential for any applicaton pod running in the node for logging.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="when-to-start-preemption">When to start preemption?<a href="#when-to-start-preemption" class="hash-link" aria-label="Direct link to When to start preemption?" title="Direct link to When to start preemption?"></a></h2>
<p><a href="https://issues.apache.org/jira/browse/YUNIKORN-1184" target="_blank" rel="noopener noreferrer">YUNIKORN-1184</a> ensures daemon set pods have been allocated properly if resources are available on the required node, otherwise, reserve the same required node so that it can be picked up to make reservation as reserved allocation (AllocatedReserved) in the next scheduling cycle. However, the whole process of modifying the reservation to reserved allocation depends on how much res [...]
diff --git a/docs/1.1.0/design/state_aware_scheduling/index.html b/docs/1.1.0/design/state_aware_scheduling/index.html
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/1.1.0/developer_guide/build/index.html b/docs/1.1.0/developer_guide/build/index.html
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
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<p>The references in the <code>master</code> branches must be updated if a change is made in the scheduler interface.
Updating the dependency of a shim in reference to the core might be needed even if the scheduler interface does not change.
New functionality could be added that rely on changed field content of the messages, not the field layout of the message.
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you can find the guide <a href="/docs/1.1.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and admission controller. It is primarily intended for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/1.1.0/developer_guide/env_setup/index.html b/docs/1.1.0/developer_guide/env_setup/index.html
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<title data-rh="true">Dev Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/1.1.0/developer_guide/openshift_development/index.html b/docs/1.1.0/developer_guide/openshift_development/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Development in CodeReady Containers | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og [...]
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</head>
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/1.1.0/get_started/core_features/index.html b/docs/1.1.0/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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</head>
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/1.1.0/index.html b/docs/1.1.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/1.1.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/1.1.0/performance/evaluate_perf_function_with_kubemark/index.html b/docs/1.1.0/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn Performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="environment-setup">Environment setup<a href="#environment-setup" class="hash-link" aria-label="Direct link to Environment setup" title="Direct link to Environment setup"></a></h2>
<p>We leverage <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a> to evaluate scheduler’s performance. Kubemark is a testing tool that simulates large scale clusters. It create hollow nodes which runs hollow kubelet to pretend original kubelet behavior. Scheduled pods on these hollow nodes won’t actually execute. It is able to create a big cluster that meets ou [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/1.1.0/performance/metrics/index.html b/docs/1.1.0/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are three categories
for these metrics:</p>
<ul>
diff --git a/docs/1.1.0/performance/performance_tutorial/index.html b/docs/1.1.0/performance/performance_tutorial/index.html
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<p>The YuniKorn community continues to optimize the performance of the scheduler, ensuring that YuniKorn satisfies the performance requirements of large-scale batch workloads. Thus, the community has built some useful tools for performance benchmarking that can be reused across releases. This document introduces all these tools and steps to run them.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="hardware">Hardware<a href="#hardware" class="hash-link" aria-label="Direct link to Hardware" title="Direct link to Hardware"></a></h2>
<p>Be aware that performance result is highly variable depending on the underlying hardware. All results published in the doc can only be used as references. We encourage each individual to run similar tests on their own environments in order to get a result based on your own hardware. This doc is just for demonstration purpose.</p>
diff --git a/docs/1.1.0/performance/profiling/index.html b/docs/1.1.0/performance/profiling/index.html
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
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<title data-rh="true">ACLs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.1.0/user_guide/deployment_modes/index.html b/docs/1.1.0/user_guide/deployment_modes/index.html
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<title data-rh="true">Deployment Modes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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<p>YuniKorn can be deployed in two different modes: standard and plugin. In standard mode, YuniKorn runs as a customized
Kubernetes scheduler. In plugin mode, YuniKorn is implemented as a set of plugins on top of the default Kubernetes
scheduling framework.</p>
diff --git a/docs/1.1.0/user_guide/gang_scheduling/index.html b/docs/1.1.0/user_guide/gang_scheduling/index.html
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<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/1.1.0/user_guide/labels_and_annotations_in_yunikorn/index.html b/docs/1.1.0/user_guide/labels_and_annotations_in_yunikorn/index.html
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<title data-rh="true">Labels and Annotations in YuniKorn | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og: [...]
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<p>YuniKorn utilizes several Kubernetes labels and annotations to support various features:</p>
<h3 class="anchor anchorWithStickyNavbar_QBiG" 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>SparkLabelAppID </code></td><td>Alternative method of specifying <code>applicationId</code> used by Spark Operator if the label <code>applicationI [...]
diff --git a/docs/1.1.0/user_guide/placement_rules/index.html b/docs/1.1.0/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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Multiple rules can be chained to form a placement policy.
<a href="/docs/1.1.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/1.1.0/user_guide/queue_config/index.html b/docs/1.1.0/user_guide/queue_config/index.html
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<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
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<p>This document provides the generic queue configuration.
It references both the <a href="/docs/1.1.0/user_guide/acls">Access Control Lists</a> and <a href="/docs/1.1.0/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>
diff --git a/docs/1.1.0/user_guide/resource_quota_management/index.html b/docs/1.1.0/user_guide/resource_quota_management/index.html
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<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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<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.
diff --git a/docs/1.1.0/user_guide/sorting_policies/index.html b/docs/1.1.0/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/1.1.0/user_guide/trouble_shooting/index.html b/docs/1.1.0/user_guide/trouble_shooting/index.html
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<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
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<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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<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" [...]
<p>Since, Kubernetes has no pre-defined field or resource for user information and individual cluster deployments with unique user identification tools can vary, we have defined a standard way of identifying the user. Yunikorn requires a Kubernetes <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/labels/" target="_blank" rel="noopener noreferrer">Label</a> added. Using the <a href="https://kubernetes.io/docs/concepts/overview/working-with-objects/common-labels/" [...]
<table><thead><tr><th>Label</th><th>Value</th></tr></thead><tbody><tr><td>yunikorn.apache.org/username</td><td>User name. It can have duplicate entries but only the first value will be used. The default user is <code>nobody</code></td></tr></tbody></table>
diff --git a/docs/1.1.0/user_guide/workloads/run_flink/index.html b/docs/1.1.0/user_guide/workloads/run_flink/index.html
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<title data-rh="true">Run Flink Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://yunikorn.apache.org/docs/1.1.0/user_guide/workloads/run_flink"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:languag [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.1.0/user_guide/workloads/run_spark/index.html b/docs/1.1.0/user_guide/workloads/run_spark/index.html
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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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<a href="/docs/1.1.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the YuniKorn
diff --git a/docs/1.1.0/user_guide/workloads/run_tf/index.html b/docs/1.1.0/user_guide/workloads/run_tf/index.html
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<title data-rh="true">Run TensorFlow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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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_QBiG" 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>
diff --git a/docs/1.1.0/user_guide/workloads/workload_overview/index.html b/docs/1.1.0/user_guide/workloads/workload_overview/index.html
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<title data-rh="true">Overview | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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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_ywe3 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_K7YI"><pre tabindex="0" class="prism-code language-yaml codeBlock_lM3F thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_EmLR"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</s [...]
diff --git a/docs/1.2.0/api/cluster/index.html b/docs/1.2.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers and the build information of resource managers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.2.0/api/scheduler/index.html b/docs/1.2.0/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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<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>
diff --git a/docs/1.2.0/api/system/index.html b/docs/1.2.0/api/system/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.2.0/archived_design/cross_queue_preemption/index.html b/docs/1.2.0/archived_design/cross_queue_preemption/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/1.2.0/archived_design/k8shim/index.html b/docs/1.2.0/archived_design/k8shim/index.html
index 3a60bacfec..5410fc79e7 100644
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/1.2.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/1.2.0/archived_design/namespace_resource_quota/index.html b/docs/1.2.0/archived_design/namespace_resource_quota/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/1.2.0/archived_design/predicates/index.html b/docs/1.2.0/archived_design/predicates/index.html
index 42e0df2468..a7323df23f 100644
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/1.2.0/archived_design/scheduler_core_design/index.html b/docs/1.2.0/archived_design/scheduler_core_design/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
This document will not be maintained and is just for historical reference.
See <a href="/docs/1.2.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/yunikorn-core" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-core</a></p>
diff --git a/docs/1.2.0/design/architecture/index.html b/docs/1.2.0/design/architecture/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/1.2.0/design/cache_removal/index.html b/docs/1.2.0/design/cache_removal/index.html
index bf12388bdd..5b5fdc6694 100644
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Scheduler cache removal design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
See <a href="/docs/1.2.0/design/interface_message_simplification">Simplifying Interface Messages and Breaking Shim build dependency on Core</a> to know the updated message definitions.</p></div></div>
<h1>Proposal to combine Cache and Scheduler's implementation in the core</h1>
<p>This document describes the current state of the scheduler and cache implementation.
diff --git a/docs/1.2.0/design/config_v2/index.html b/docs/1.2.0/design/config_v2/index.html
index a7c5b2a2b2..b8339644cb 100644
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Configuration V2 | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Over time the YuniKorn configuration has increased in complexity. The current
configuration for YuniKorn is split over a number of different options, file
and command line, and formats. There is a requirement now to define an overall
diff --git a/docs/1.2.0/design/cross_queue_preemption/index.html b/docs/1.2.0/design/cross_queue_preemption/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/1.2.0/design/gang_scheduling/index.html b/docs/1.2.0/design/gang_scheduling/index.html
index 19514d578a..b680dbafe0 100644
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<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
+<script src="/assets/js/runtime~main.2f039b0f.js" defer="defer"></script>
+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/1.2.0/design/generic_resource/index.html b/docs/1.2.0/design/generic_resource/index.html
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<title data-rh="true">Generic Resource Types in Namespace Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" proper [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Tracking jira: <a href="https://issues.apache.org/jira/browse/YUNIKORN-1279" target="_blank" rel="noopener noreferrer">YUNIKORN-1275</a></p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="functional-gap">Functional gap<a href="#functional-gap" class="hash-link" aria-label="Direct link to Functional gap" title="Direct link to Functional gap"></a></h2>
<p>The queue configuration allows all resource types to be set in a quota. Namespace annotations do not. Support for the same resource types in the annotations on namespaces should be possible.</p>
diff --git a/docs/1.2.0/design/interface_message_simplification/index.html b/docs/1.2.0/design/interface_message_simplification/index.html
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<title data-rh="true">Simplifying Interface Messages | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
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</head>
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<h1>Proposal</h1>
<p>This document describes a) complexity hidden behind existing Interface messages and
explains the newly defined SI messages and its dependent changes on Core and Shim.
diff --git a/docs/1.2.0/design/k8shim/index.html b/docs/1.2.0/design/k8shim/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/1.2.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/1.2.0/design/namespace_resource_quota/index.html b/docs/1.2.0/design/namespace_resource_quota/index.html
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<title data-rh="true">Namespace Resource Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/1.2.0/design/pluggable_app_management/index.html b/docs/1.2.0/design/pluggable_app_management/index.html
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<title data-rh="true">Pluggable App Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conte [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
diff --git a/docs/1.2.0/design/predicates/index.html b/docs/1.2.0/design/predicates/index.html
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<title data-rh="true">Support K8s Predicates | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/1.2.0/design/priority_scheduling/index.html b/docs/1.2.0/design/priority_scheduling/index.html
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<title data-rh="true">Priority Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Currently, YuniKorn can sort at two levels: the applications in a queue and
the resource requests within the application. The queue sorting policy is
configurable and supports a <em>Fair</em> or <em>FIFO</em> policy. <em>StateAware</em> is
diff --git a/docs/1.2.0/design/resilience/index.html b/docs/1.2.0/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/1.2.0/design/scheduler_core_design/index.html b/docs/1.2.0/design/scheduler_core_design/index.html
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<title data-rh="true">Scheduler Core Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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This document will not be maintained and is just for historical reference.
See <a href="/docs/1.2.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/yunikorn-core" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-core</a></p>
diff --git a/docs/1.2.0/design/scheduler_object_states/index.html b/docs/1.2.0/design/scheduler_object_states/index.html
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<title data-rh="true">Scheduler Object States | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" conten [...]
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/1.2.0/design/scheduler_plugin/index.html b/docs/1.2.0/design/scheduler_plugin/index.html
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<title data-rh="true">K8s Scheduler Plugin | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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<p>YuniKorn (on Kubernetes) is traditionally implemented as a ground-up implementation of a Kubernetes scheduler.
This has allowed us to innovate rapidly, but is not without its problems; we currently have numerous places
where we call into non-public K8S source code APIs with varying levels of (code) stability, requiring
diff --git a/docs/1.2.0/design/simple_preemptor/index.html b/docs/1.2.0/design/simple_preemptor/index.html
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<title data-rh="true">DaemonSet Scheduling using Simple Preemptor | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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<p>The simplistic approach to preempt or free up resources of running applications for DaemonSet pods. A good example of daemonset pod is fluentd logging pod which is very essential for any applicaton pod running in the node for logging.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="when-to-start-preemption">When to start preemption?<a href="#when-to-start-preemption" class="hash-link" aria-label="Direct link to When to start preemption?" title="Direct link to When to start preemption?"></a></h2>
<p><a href="https://issues.apache.org/jira/browse/YUNIKORN-1184" target="_blank" rel="noopener noreferrer">YUNIKORN-1184</a> ensures daemon set pods have been allocated properly if resources are available on the required node, otherwise, reserve the same required node so that it can be picked up to make reservation as reserved allocation (AllocatedReserved) in the next scheduling cycle. However, the whole process of modifying the reservation to reserved allocation depends on how much res [...]
diff --git a/docs/1.2.0/design/state_aware_scheduling/index.html b/docs/1.2.0/design/state_aware_scheduling/index.html
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
diff --git a/docs/1.2.0/design/user_based_resource_usage_tracking/index.html b/docs/1.2.0/design/user_based_resource_usage_tracking/index.html
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<title data-rh="true">User Based Resource Usage Tracking | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og: [...]
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Tracking resource allocation usage is currently limited to a queue. An application, which owns the allocation, is the source of that resource usage. All applications that are part of the queue will count towards the resource usage of the queue. A queue could also have a resource usage quota set. The queue’s resource quota is enforced during the scheduling cycle.</p>
<p>An application is always owned by a user/group. One user/group could own applications in one or more queues. Like a queue a user/group could have a limit set. A limit can specify a resource usage quota, and an application usage limit. Tracking these usages per user/group is currently not implemented and is covered as part of this design.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
diff --git a/docs/1.2.0/design/user_group/index.html b/docs/1.2.0/design/user_group/index.html
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<title data-rh="true">User/Group handling and lookup design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property=" [...]
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<p>Currently, user-handling in YuniKorn is handled in a relatively simple manner. If the submitted pod contains a user label the content will be set as the username. The label name is configurable and defaults to yunikorn.apache.org/username. The value is extracted in the shim code <a href="https://github.com/apache/yunikorn-k8shim/blob/v1.0.0/pkg/common/utils/utils.go#L220" target="_blank" rel="noopener noreferrer">GetUserFromPod</a> and passed to the core. If the label is not present o [...]
<p>However, this makes it possible for every authenticated user to freely impersonate anyone. This allows a user to circumvent quotas and other user-based restrictions inside YuniKorn. Therefore, we need a robust, secure way to make sure that users are who they say they are. This impersonation should not be confused with <a href="https://kubernetes.io/docs/reference/access-authn-authz/authentication/#user-impersonation" target="_blank" rel="noopener noreferrer">Kubernetes impersonation</a>.</p>
<p>In the core part of YuniKorn, we also perform group resolution, similar to a unix based system or for instance Hadoop. The default implementation is a nil-lookup. It simply populates the group slice with a single entry which is the same as the username. This is not fit for purpose and was only added as a placeholder until proper user and group resolution could be added.</p>
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
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<p>The references in the <code>master</code> branches must be updated if a change is made in the scheduler interface.
Updating the dependency of a shim in reference to the core might be needed even if the scheduler interface does not change.
New functionality could be added that rely on changed field content of the messages, not the field layout of the message.
diff --git a/docs/1.2.0/developer_guide/deployment/index.html b/docs/1.2.0/developer_guide/deployment/index.html
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<title data-rh="true">Deploy to Kubernetes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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you can find the guide <a href="/docs/1.2.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and admission controller. It is primarily intended for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
diff --git a/docs/1.2.0/developer_guide/env_setup/index.html b/docs/1.2.0/developer_guide/env_setup/index.html
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<title data-rh="true">Dev Environment Setup | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers. <code>kind</code> provides lightweight Kubernetes clusters for Windows, Linux and Mac.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/1.2.0/developer_guide/openshift_development/index.html b/docs/1.2.0/developer_guide/openshift_development/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Development in CodeReady Containers | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og [...]
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Our recommended local environment uses CodeReady containers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="set-up-a-running-crc-cluster">Set up a running CRC cluster<a href="#set-up-a-running-crc-cluster" class="hash-link" aria-label="Direct link to Set up a running CRC cluster" title="Direct link to Set up a running CRC cluster"></a></h2>
<ol>
diff --git a/docs/1.2.0/get_started/core_features/index.html b/docs/1.2.0/get_started/core_features/index.html
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<title data-rh="true">Features | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="app-aware-scheduling">App-aware scheduling<a href="#app-aware-scheduling" class="hash-link" aria-label="Direct link to App-aware scheduling" title="Direct link to App-aware scheduling"></a></h2>
<p>One of the key differences of YuniKorn is, it does app-aware scheduling. In default K8s scheduler, it simply schedules
pod by pod, without any context about user, app, queue. However, YuniKorn recognizes users, apps, queues, and it considers
diff --git a/docs/1.2.0/index.html b/docs/1.2.0/index.html
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<title data-rh="true">Get Started | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://y [...]
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It is also assumed that <code>kubectl</code> is on your path and properly configured.
Follow this <a href="/docs/1.2.0/developer_guide/env_setup">guide</a> on how to setup a local Kubernetes cluster using docker-desktop.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="install">Install<a href="#install" class="hash-link" aria-label="Direct link to Install" title="Direct link to Install"></a></h2>
diff --git a/docs/1.2.0/performance/evaluate_perf_function_with_kubemark/index.html b/docs/1.2.0/performance/evaluate_perf_function_with_kubemark/index.html
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<title data-rh="true">Evaluate YuniKorn Performance with Kubemark | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="environment-setup">Environment setup<a href="#environment-setup" class="hash-link" aria-label="Direct link to Environment setup" title="Direct link to Environment setup"></a></h2>
<p>We leverage <a href="https://github.com/kubernetes/kubernetes/blob/release-1.3/docs/devel/kubemark-guide.md#starting-a-kubemark-cluster" target="_blank" rel="noopener noreferrer">Kubemark</a> to evaluate scheduler’s performance. Kubemark is a testing tool that simulates large scale clusters. It create hollow nodes which runs hollow kubelet to pretend original kubelet behavior. Scheduled pods on these hollow nodes won’t actually execute. It is able to create a big cluster that meets ou [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="scheduler-throughput">Scheduler Throughput<a href="#scheduler-throughput" class="hash-link" aria-label="Direct link to Scheduler Throughput" title="Direct link to Scheduler Throughput"></a></h2>
diff --git a/docs/1.2.0/performance/metrics/index.html b/docs/1.2.0/performance/metrics/index.html
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<title data-rh="true">Scheduler Metrics | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="htt [...]
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scheduler's critical execution paths, to reveal potential performance bottlenecks. Currently, there are three categories
for these metrics:</p>
<ul>
diff --git a/docs/1.2.0/performance/performance_tutorial/index.html b/docs/1.2.0/performance/performance_tutorial/index.html
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<title data-rh="true">Benchmarking Tutorial | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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<p>The YuniKorn community continues to optimize the performance of the scheduler, ensuring that YuniKorn satisfies the performance requirements of large-scale batch workloads. Thus, the community has built some useful tools for performance benchmarking that can be reused across releases. This document introduces all these tools and steps to run them.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="hardware">Hardware<a href="#hardware" class="hash-link" aria-label="Direct link to Hardware" title="Direct link to Hardware"></a></h2>
<p>Be aware that performance result is highly variable depending on the underlying hardware. All results published in the doc can only be used as references. We encourage each individual to run similar tests on their own environments in order to get a result based on your own hardware. This doc is just for demonstration purpose.</p>
diff --git a/docs/1.2.0/performance/profiling/index.html b/docs/1.2.0/performance/profiling/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Profiling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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added to YuniKorn rest service, we can easily retrieve and analyze them from HTTP
endpoints.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="cpu-profiling">CPU profiling<a href="#cpu-profiling" class="hash-link" aria-label="Direct link to CPU profiling" title="Direct link to CPU profiling"></a></h2>
diff --git a/docs/1.2.0/user_guide/acls/index.html b/docs/1.2.0/user_guide/acls/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">ACLs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunikorn [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.2.0/user_guide/deployment_modes/index.html b/docs/1.2.0/user_guide/deployment_modes/index.html
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<title data-rh="true">Deployment Modes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
-<script src="/assets/js/main.80c88bcf.js" defer="defer"></script>
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+<script src="/assets/js/main.f68bed23.js" defer="defer"></script>
</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn can be deployed in two different modes: standard and plugin. In standard mode, YuniKorn runs as a customized
Kubernetes scheduler. In plugin mode, YuniKorn is implemented as a set of plugins on top of the default Kubernetes
scheduling framework.</p>
diff --git a/docs/1.2.0/user_guide/gang_scheduling/index.html b/docs/1.2.0/user_guide/gang_scheduling/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Gang Scheduling | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>When Gang Scheduling is enabled, YuniKorn schedules the app only when
the app’s minimal resource request can be satisfied. Otherwise, apps
will be waiting in the queue. Apps are queued in hierarchy queues,
diff --git a/docs/1.2.0/user_guide/labels_and_annotations_in_yunikorn/index.html b/docs/1.2.0/user_guide/labels_and_annotations_in_yunikorn/index.html
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@@ -4,11 +4,11 @@
<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Labels and Annotations in YuniKorn | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og: [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>YuniKorn utilizes several Kubernetes labels and annotations to support various features:</p>
<h3 class="anchor anchorWithStickyNavbar_QBiG" 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>SparkLabelAppID </code></td><td>Alternative method of specifying <code>applicationId</code> used by Spark Operator if the label <code>applicationI [...]
diff --git a/docs/1.2.0/user_guide/placement_rules/index.html b/docs/1.2.0/user_guide/placement_rules/index.html
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<title data-rh="true">App Placement Rules | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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Multiple rules can be chained to form a placement policy.
<a href="/docs/1.2.0/user_guide/acls">Access control lists</a> and rule filters are defined per rule and enforced per rule.
This document explains how to build a policy, including the rule usage, that is part of the scheduler with examples.</p>
diff --git a/docs/1.2.0/user_guide/priorities/index.html b/docs/1.2.0/user_guide/priorities/index.html
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<meta charset="UTF-8">
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<title data-rh="true">App & Queue Priorities | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" con [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
specified on a per-task basis, but how those priorities are used can be
customized for each queue.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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>
diff --git a/docs/1.2.0/user_guide/queue_config/index.html b/docs/1.2.0/user_guide/queue_config/index.html
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<meta charset="UTF-8">
<meta name="generator" content="Docusaurus v3.2.1">
<title data-rh="true">Partition and Queue Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:u [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>This document provides the generic queue configuration.
It references both the <a href="/docs/1.2.0/user_guide/acls">Access Control Lists</a> and <a href="/docs/1.2.0/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>
diff --git a/docs/1.2.0/user_guide/resource_quota_management/index.html b/docs/1.2.0/user_guide/resource_quota_management/index.html
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<title data-rh="true">Resource Quota Management | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" cont [...]
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<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.
diff --git a/docs/1.2.0/user_guide/service_config/index.html b/docs/1.2.0/user_guide/service_config/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Service Configuration | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content= [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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Kubernetes. Configuration for YuniKorn is split into two parts: Helm
configuration, and YuniKorn service configuration.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="helm-configuration">Helm Configuration<a href="#helm-configuration" class="hash-link" aria-label="Direct link to Helm Configuration" title="Direct link to Helm Configuration"></a></h2>
diff --git a/docs/1.2.0/user_guide/sorting_policies/index.html b/docs/1.2.0/user_guide/sorting_policies/index.html
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<title data-rh="true">Sorting Policies | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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</head>
<body class="navigation-with-keyboard">
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Policies can be set for:</p>
<ul>
<li><a href="#application-sorting">Applications</a></li>
diff --git a/docs/1.2.0/user_guide/troubleshooting/index.html b/docs/1.2.0/user_guide/troubleshooting/index.html
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<meta charset="UTF-8">
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<title data-rh="true">Troubleshooting | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h3 class="anchor anchorWithStickyNavbar_QBiG" id="retrieve-scheduler-logs">Retrieve scheduler logs<a href="#retrieve-scheduler-logs" class="hash-link" aria-label="Direct link to Retrieve scheduler logs" title="Direct link to Retrieve scheduler logs"></a></h3>
<p>Currently, the scheduler writes its logs to stdout/stderr, docker container handles the redirection of these logs to a
local location on the underneath node, you can read more document <a href="https://docs.docker.com/config/containers/logging/configure/" target="_blank" rel="noopener noreferrer">here</a>.
diff --git a/docs/1.2.0/user_guide/usergroup_resolution/index.html b/docs/1.2.0/user_guide/usergroup_resolution/index.html
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<meta charset="UTF-8">
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<title data-rh="true">User & Group Resolution | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" co [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<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" [...]
<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, the [...]
<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>
diff --git a/docs/1.2.0/user_guide/workloads/run_flink/index.html b/docs/1.2.0/user_guide/workloads/run_flink/index.html
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<title data-rh="true">Run Flink Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:url" content="https://yunikorn.apache.org/docs/1.2.0/user_guide/workloads/run_flink"><meta data-rh="true" property="og:locale" content="en"><meta data-rh="true" name="docusaurus_locale" content="en"><meta data-rh="true" name="docsearch:languag [...]
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used to run Flink on Kubernetes, the configuration is slight different.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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.
diff --git a/docs/1.2.0/user_guide/workloads/run_mpi/index.html b/docs/1.2.0/user_guide/workloads/run_mpi/index.html
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<title data-rh="true">Run MPI Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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<h2 class="anchor anchorWithStickyNavbar_QBiG" 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>
diff --git a/docs/1.2.0/user_guide/workloads/run_nvidia/index.html b/docs/1.2.0/user_guide/workloads/run_nvidia/index.html
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<title data-rh="true">Run NVIDIA GPU Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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<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://docs.nvidia.com/datacenter/cloud-native/kubernetes/install-k8s.html#option-2-installing-kubernetes-using-kubeadm" target="_blank" rel="noopener noreferrer"><strong>Kubernetes with GPUs</strong></a>.</p>
<h3 class="anchor anchorWithStickyNavbar_QBiG" 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 <a href="https://docs.nvidia.com/datacenter/cloud-native/kubernetes/install-k8s.html#install-kubernetes" target="_blank" rel="noopener noreferrer"><strong>Kubernetes with GPUs</strong></a>.</p>
diff --git a/docs/1.2.0/user_guide/workloads/run_spark/index.html b/docs/1.2.0/user_guide/workloads/run_spark/index.html
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<title data-rh="true">Run Spark Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https: [...]
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<a href="/docs/1.2.0/">get started</a> to see how that is done.</p></div></div>
<h2 class="anchor anchorWithStickyNavbar_QBiG" 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'll need the Spark docker images. You can 1) use the docker images provided by the Spark
diff --git a/docs/1.2.0/user_guide/workloads/run_tf/index.html b/docs/1.2.0/user_guide/workloads/run_tf/index.html
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<title data-rh="true">Run TensorFlow Jobs | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="h [...]
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<body class="navigation-with-keyboard">
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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_QBiG" 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>
diff --git a/docs/1.2.0/user_guide/workloads/workload_overview/index.html b/docs/1.2.0/user_guide/workloads/workload_overview/index.html
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<title data-rh="true">Overview | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuni [...]
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</head>
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-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
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_ywe3 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_K7YI"><pre tabindex="0" class="prism-code language-yaml codeBlock_lM3F thin-scrollbar" style="color:#bfc7d5;background-color:#292d3e"><code class="codeBlockLines_EmLR"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">apiVersion</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</s [...]
diff --git a/docs/1.3.0/api/cluster/index.html b/docs/1.3.0/api/cluster/index.html
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<title data-rh="true">Cluster | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yunik [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Returns general information about the clusters managed by the YuniKorn Scheduler. Information includes number of (total, failed, pending, running, completed) applications and containers and the build information of resource managers.</p>
<p><strong>URL</strong> : <code>/ws/v1/clusters</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.3.0/api/scheduler/index.html b/docs/1.3.0/api/scheduler/index.html
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<title data-rh="true">Scheduler | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yun [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<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>
diff --git a/docs/1.3.0/api/system/index.html b/docs/1.3.0/api/system/index.html
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<title data-rh="true">System | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yuniko [...]
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</head>
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="pprof">pprof<a href="#pprof" class="hash-link" aria-label="Direct link to pprof" title="Direct link to pprof"></a></h2>
<p><strong>URL</strong> : <code>/debug/pprof/</code></p>
<p><strong>Method</strong> : <code>GET</code></p>
diff --git a/docs/1.3.0/archived_design/cross_queue_preemption/index.html b/docs/1.3.0/archived_design/cross_queue_preemption/index.html
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<title data-rh="true">Cross Queue Preemption | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
-<script src="/assets/js/runtime~main.53df0fc7.js" defer="defer"></script>
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>According to lessons we learned from YARN Scheduler preemption.</p>
<p><strong>Here're top bad things:</strong></p>
<ul>
diff --git a/docs/1.3.0/archived_design/k8shim/index.html b/docs/1.3.0/archived_design/k8shim/index.html
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<title data-rh="true">Kubernetes Shim Design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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</head>
<body class="navigation-with-keyboard">
-<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Please read the <a href="/docs/1.3.0/design/architecture">architecture</a> doc before reading this one, you will need to understand
the 3 layer design of YuniKorn before getting to understand what is the Kubernetes shim.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="the-kubernetes-shim">The Kubernetes shim<a href="#the-kubernetes-shim" class="hash-link" aria-label="Direct link to The Kubernetes shim" title="Direct link to The Kubernetes shim"></a></h2>
diff --git a/docs/1.3.0/archived_design/namespace_resource_quota/index.html b/docs/1.3.0/archived_design/namespace_resource_quota/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="best-practice">Best practice<a href="#best-practice" class="hash-link" aria-label="Direct link to Best practice" title="Direct link to Best practice"></a></h2>
<p>It is not mandatory to setup YuniKorn queues with respect of namespaces.
However, in practice, it makes more sense to do so.
diff --git a/docs/1.3.0/archived_design/predicates/index.html b/docs/1.3.0/archived_design/predicates/index.html
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+<script>!function(){function t(t){document.documentElement.setAttribute("data-theme",t)}var e=function(){try{return new URLSearchParams(window.location.search).get("docusaurus-theme")}catch(t){}}()||function(){try{return localStorage.getItem("theme")}catch(t){}}();t(null!==e?e:"light")}(),function(){try{const a=new URLSearchParams(window.location.search).entries();for(var[t,e]of a)if(t.startsWith("docusaurus-data-")){var n=t.replace("docusaurus-data-","data-");document.documentElement.se [...]
<p>Predicates are a set of pre-registered functions in K8s, the scheduler invokes these functions to check if a pod
is eligible to be allocated onto a node. Common predicates are: node-selector, pod affinity/anti-affinity etc. To support
these predicates in YuniKorn, we don't intend to re-implement everything on our own, but to re-use the core predicates
diff --git a/docs/1.3.0/archived_design/scheduler_core_design/index.html b/docs/1.3.0/archived_design/scheduler_core_design/index.html
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This document will not be maintained and is just for historical reference.
See <a href="/docs/1.3.0/design/cache_removal">scheduler cache removal design</a></p></div></div>
<p>Github repo: <a href="https://github.com/apache/yunikorn-core" target="_blank" rel="noopener noreferrer">https://github.com/apache/yunikorn-core</a></p>
diff --git a/docs/1.3.0/design/architecture/index.html b/docs/1.3.0/design/architecture/index.html
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<title data-rh="true">Architecture | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https:// [...]
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It is created to achieve fine-grained resource sharing for various workloads efficiently on a large scale, multi-tenant,
and cloud-native environment. YuniKorn brings a unified, cross-platform, scheduling experience for mixed workloads that
consist of stateless batch workloads and stateful services.</p>
diff --git a/docs/1.3.0/design/cache_removal/index.html b/docs/1.3.0/design/cache_removal/index.html
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See <a href="/docs/1.3.0/design/interface_message_simplification">Simplifying Interface Messages and Breaking Shim build dependency on Core</a> to know the updated message definitions.</p></div></div>
<h1>Proposal to combine Cache and Scheduler's implementation in the core</h1>
<p>This document describes the current state of the scheduler and cache implementation.
diff --git a/docs/1.3.0/design/config_v2/index.html b/docs/1.3.0/design/config_v2/index.html
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<title data-rh="true">Configuration V2 | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="http [...]
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<p>Over time the YuniKorn configuration has increased in complexity. The current
configuration for YuniKorn is split over a number of different options, file
and command line, and formats. There is a requirement now to define an overall
diff --git a/docs/1.3.0/design/gang_scheduling/index.html b/docs/1.3.0/design/gang_scheduling/index.html
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<title data-rh="true">Gang scheduling design | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content [...]
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<p>A new way of scheduling applications by taking into account the demand for resources the application expects it will generate over time.
It guarantees the expected demand resources for the application by reserving the resources.</p>
<p>There are two parts to this implementation:</p>
diff --git a/docs/1.3.0/design/generic_resource/index.html b/docs/1.3.0/design/generic_resource/index.html
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<title data-rh="true">Generic Resource Types in Namespace Quota | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" proper [...]
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<p>Tracking jira: <a href="https://issues.apache.org/jira/browse/YUNIKORN-1279" target="_blank" rel="noopener noreferrer">YUNIKORN-1275</a></p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="functional-gap">Functional gap<a href="#functional-gap" class="hash-link" aria-label="Direct link to Functional gap" title="Direct link to Functional gap"></a></h2>
<p>The queue configuration allows all resource types to be set in a quota. Namespace annotations do not. Support for the same resource types in the annotations on namespaces should be possible.</p>
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<title data-rh="true">Simplifying Interface Messages | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" [...]
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<h1>Proposal</h1>
<p>This document describes a) complexity hidden behind existing Interface messages and
explains the newly defined SI messages and its dependent changes on Core and Shim.
diff --git a/docs/1.3.0/design/pluggable_app_management/index.html b/docs/1.3.0/design/pluggable_app_management/index.html
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<p>Currently, we schedule and group an application is based on a label on the pod.
This generic way works for any type of workload. It does however give us a limited information on the lifecycle
and application. On the K8s side, operators have been introduced to provide more detail on the application
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<h2 class="anchor anchorWithStickyNavbar_QBiG" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction"></a></h2>
<p>This design is created to replace the preemption code that has been part of
YuniKorn for a long time.</p>
diff --git a/docs/1.3.0/design/priority_scheduling/index.html b/docs/1.3.0/design/priority_scheduling/index.html
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</head>
<body class="navigation-with-keyboard">
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<p>Currently, YuniKorn can sort at two levels: the applications in a queue and
the resource requests within the application. The queue sorting policy is
configurable and supports a <em>Fair</em> or <em>FIFO</em> policy. <em>StateAware</em> is
diff --git a/docs/1.3.0/design/resilience/index.html b/docs/1.3.0/design/resilience/index.html
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<title data-rh="true">Resilience | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content="https://yu [...]
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survive from a fatal software/hardware failure. That requires one or more
standby instances providing same services to take over active instance on failures.
Resilience here means for YuniKorn, we can restart it without losing its state.</p>
diff --git a/docs/1.3.0/design/scheduler_configuration/index.html b/docs/1.3.0/design/scheduler_configuration/index.html
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<ul>
<li>Separation of duty</li>
<li>Dynamic vs Static</li>
diff --git a/docs/1.3.0/design/scheduler_object_states/index.html b/docs/1.3.0/design/scheduler_object_states/index.html
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This ranges from applications in the core to nodes in the k8shim.
The state machines are independent and not shared between the resource managers and core.
A resource manager shim, and the core can thus have an independent idea of the state of a similar object.</p>
diff --git a/docs/1.3.0/design/scheduler_plugin/index.html b/docs/1.3.0/design/scheduler_plugin/index.html
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<p>YuniKorn (on Kubernetes) is traditionally implemented as a ground-up implementation of a Kubernetes scheduler.
This has allowed us to innovate rapidly, but is not without its problems; we currently have numerous places
where we call into non-public K8S source code APIs with varying levels of (code) stability, requiring
diff --git a/docs/1.3.0/design/simple_preemptor/index.html b/docs/1.3.0/design/simple_preemptor/index.html
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<title data-rh="true">DaemonSet Scheduling using Simple Preemptor | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" prop [...]
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<p>The simplistic approach to preempt or free up resources of running applications for DaemonSet pods. A good example of daemonset pod is fluentd logging pod which is very essential for any applicaton pod running in the node for logging.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="when-to-start-preemption">When to start preemption?<a href="#when-to-start-preemption" class="hash-link" aria-label="Direct link to When to start preemption?" title="Direct link to When to start preemption?"></a></h2>
<p><a href="https://issues.apache.org/jira/browse/YUNIKORN-1184" target="_blank" rel="noopener noreferrer">YUNIKORN-1184</a> ensures daemon set pods have been allocated properly if resources are available on the required node, otherwise, reserve the same required node so that it can be picked up to make reservation as reserved allocation (AllocatedReserved) in the next scheduling cycle. However, the whole process of modifying the reservation to reserved allocation depends on how much res [...]
diff --git a/docs/1.3.0/design/state_aware_scheduling/index.html b/docs/1.3.0/design/state_aware_scheduling/index.html
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<p>A common pattern while processing data is that the application can be divided into multiple stages.
Another way to look at this is the fact that processing needs to be kicked off and that the first step is to start a driver or manager for the application.
Later stages might depend on the previous stages.
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<p>Tracking resource allocation usage is currently limited to a queue. An application, which owns the allocation, is the source of that resource usage. All applications that are part of the queue will count towards the resource usage of the queue. A queue could also have a resource usage quota set. The queue’s resource quota is enforced during the scheduling cycle.</p>
<p>An application is always owned by a user/group. One user/group could own applications in one or more queues. Like a queue a user/group could have a limit set. A limit can specify a resource usage quota, and an application usage limit. Tracking these usages per user/group is currently not implemented and is covered as part of this design.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="goals">Goals<a href="#goals" class="hash-link" aria-label="Direct link to Goals" title="Direct link to Goals"></a></h2>
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<p>Currently, user-handling in YuniKorn is handled in a relatively simple manner. If the submitted pod contains a user label the content will be set as the username. The label name is configurable and defaults to yunikorn.apache.org/username. The value is extracted in the shim code <a href="https://github.com/apache/yunikorn-k8shim/blob/v1.0.0/pkg/common/utils/utils.go#L220" target="_blank" rel="noopener noreferrer">GetUserFromPod</a> and passed to the core. If the label is not present o [...]
<p>However, this makes it possible for every authenticated user to freely impersonate anyone. This allows a user to circumvent quotas and other user-based restrictions inside YuniKorn. Therefore, we need a robust, secure way to make sure that users are who they say they are. This impersonation should not be confused with <a href="https://kubernetes.io/docs/reference/access-authn-authz/authentication/#user-impersonation" target="_blank" rel="noopener noreferrer">Kubernetes impersonation</a>.</p>
<p>In the core part of YuniKorn, we also perform group resolution, similar to a unix based system or for instance Hadoop. The default implementation is a nil-lookup. It simply populates the group slice with a single entry which is the same as the username. This is not fit for purpose and was only added as a placeholder until proper user and group resolution could be added.</p>
diff --git a/docs/1.3.0/design/user_group_resource_usage_enforcement/index.html b/docs/1.3.0/design/user_group_resource_usage_enforcement/index.html
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<p>Enforcing resource allocation usage is currently limited to a queue.
As part of the allocation process for an application, which owns the allocation, triggers an update of the resource usage for users and groups.
The tracking for <a href="/docs/1.3.0/design/user_based_resource_usage_tracking">user resource usage tracking in YuniKorn</a> is described and implemented independently of the enforcement.</p>
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is provided in our repositories, you can leverage it to develop YuniKorn scheduling features and integrate with Kubernetes.
This document describes resources how to setup dev environment and how to do the development.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="development-environment-setup">Development Environment setup<a href="#development-environment-setup" class="hash-link" aria-label="Direct link to Development Environment setup" title="Direct link to Development Environment setup"></a></h2>
diff --git a/docs/1.3.0/developer_guide/dependencies/index.html b/docs/1.3.0/developer_guide/dependencies/index.html
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<p>The references in the <code>master</code> branches must be updated if a change is made in the scheduler interface.
Updating the dependency of a shim in reference to the core might be needed even if the scheduler interface does not change.
New functionality could be added that rely on changed field content of the messages, not the field layout of the message.
diff --git a/docs/1.3.0/developer_guide/deployment/index.html b/docs/1.3.0/developer_guide/deployment/index.html
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<title data-rh="true">Deploy to Kubernetes | Apache YuniKorn</title><meta data-rh="true" name="viewport" content="width=device-width,initial-scale=1"><meta data-rh="true" name="twitter:card" content="summary_large_image"><meta data-rh="true" property="og:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" name="twitter:image" content="https://yunikorn.apache.org/img/logo/yunikorn-logo-main.png"><meta data-rh="true" property="og:url" content=" [...]
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you can find the guide <a href="/docs/1.3.0/">here</a>. This document describes the manual process to deploy YuniKorn
scheduler and admission controller. It is primarily intended for developers.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="build-docker-image">Build docker image<a href="#build-docker-image" class="hash-link" aria-label="Direct link to Build docker image" title="Direct link to Build docker image"></a></h2>
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<code>Minikube</code> provisions a local Kubernetes cluster on several Virtual Machines (via VirtualBox or something similar). <code>docker-desktop</code> on the other hand, sets up Kubernetes cluster in docker containers. <code>kind</code> provides lightweight Kubernetes clusters for Windows, Linux and Mac.</p>
<h2 class="anchor anchorWithStickyNavbar_QBiG" id="local-kubernetes-cluster-using-docker-desktop">Local Kubernetes cluster using Docker Desktop<a href="#local-kubernetes-cluster-using-docker-desktop" class="hash-link" aria-label="Direct link to Local Kubernetes cluster using Docker Desktop" title="Direct link to Local Kubernetes cluster using Docker Desktop"></a></h2>
<p>In this tutorial, we will base all the installs on Docker Desktop.
diff --git a/docs/1.3.0/developer_guide/openshift_development/index.html b/docs/1.3.0/developer_guide/openshift_development/index.html
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