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itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="item name">Submarine Launcher</span><meta itemprop="position" content="3"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: 0.8.0</span><div class="tocCollapsible_jdIR theme-doc-toc-mobile tocMobile_TmEX"><button type="button" class="clean-btn tocCollapsibleButton_Fzxq">On this page</button></div><div class="theme-doc-markdown markdown"><header><h1>Submarine Launcher</h1></header><div class="admonition admonition-warning alert alert--danger"><div class="admonition-heading"><h5><span class="admonition-icon"><svg xmlns="http://www.w3.org/2000/svg" width="12" height="16" viewBox="0 0 12 16"><path fill-rule="evenodd" d="M5.05.31c.81 2.17.41 3.38-.52 4.31C3.55 5.67 1.98 6.45.9 7.98c-1.45 2.05-1.7 6.53 3.53 7.7-2.2-1.16-2.67-4.52-.3-6.61-.61 2.03.53 3.33 1.94 2.86 1.39-.47 2.3.53 2.27 1.67-.02.78-.31 1.44-1.13 1.81 3.42-.59 4.78-3.42 4.78-5.56 0-2.84-2.53-3.22-1.25-5.61-1.52.13-2.03 1.13-1.89 2.75.09 1.08-1.02 1.8-1.86 1.33-.67-.41-.66-1.19-.06-1.78C8.18 5.31 8.68 2.45 5.05.32L5.03.3l.02.01z"></path></svg></span>warning</h5></div><div class="admonition-content"><p>Please note that this design doc is working-in-progress and need more works to complete.</p></div></div><h2 class="anchor anchorWithStickyNavbar_mojV" id="introduction">Introduction<a class="hash-link" href="#introduction" title="Direct link to heading"></a></h2><p>Submarine is built and run in Cloud Native, taking advantage of the cloud computing model.</p><p>To give full play to the advantages of cloud computing. |
| These applications are characterized by rapid and frequent build, release, and deployment. |
| Combined with the features of cloud computing, they are decoupled from the underlying hardware and operating system, |
| and can easily meet the requirements of scalability, availability, and portability. And provide better economy.</p><p>In the enterprise data center, submarine can support k8s/docker three resource scheduling systems; |
| in the public cloud environment, submarine can support these cloud services in GCE/AWS/Azure;</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="requirement">Requirement<a class="hash-link" href="#requirement" title="Direct link to heading"></a></h2><h3 class="anchor anchorWithStickyNavbar_mojV" id="cloud-native-service">Cloud-Native Service<a class="hash-link" href="#cloud-native-service" title="Direct link to heading"></a></h3><p>The submarine server is a long-running services in the daemon mode. |
| The submarine server is mainly used by algorithm engineers to provide online front-end functions such as algorithm development, |
| algorithm debugging, data processing, and workflow scheduling. |
| And submarine server also mainly used for back-end functions such as scheduling and execution of jobs, tracking of job status, and so on.</p><p>Through the ability of rolling upgrades, we can better provide system stability. |
| For example, we can upgrade or restart the workbench server without affecting the normal operation of submitted jobs.</p><p>You can also make full use of system resources. |
| For example, when the number of current developers or job tasks increases, |
| The number of submarine server instances can be adjusted dynamically.</p><p>In addition, submarine will provide each user with a completely independent workspace container. |
| This workspace container has already deployed the development tools and library files commonly used by algorithm engineers including their operating environment. |
| Algorithm engineers can work in our prepared workspaces without any extra work.</p><p>Each user's workspace can also be run through a cloud service.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="service-discovery">Service discovery<a class="hash-link" href="#service-discovery" title="Direct link to heading"></a></h3><p>With the cluster function of submarine, each service only needs to run in the container, |
| and it will automatically register the service in the submarine cluster center. |
| Submarine cluster management will automatically maintain the relationship between service and service, service and user.</p><h2 class="anchor anchorWithStickyNavbar_mojV" id="design">Design<a class="hash-link" href="#design" title="Direct link to heading"></a></h2><p><img loading="lazy" alt="cloud-service" src="/zh-cn/assets/images/multi-dc-cloud-420a103fad1e4af8a56287f083760d92.png" width="941" height="1217" class="img_E7b_"></p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher">Launcher<a class="hash-link" href="#launcher" title="Direct link to heading"></a></h3><p>The submarine launcher module defines the complete interface. |
| By using this interface, you can run the submarine server, and workspace in k8s / docker / Rancher / OpenShift / AWS / GCE / Azure.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-docker">Launcher On Docker<a class="hash-link" href="#launcher-on-docker" title="Direct link to heading"></a></h3><p>In order to allow some small and medium-sized users without k8s to use submarine, |
| we support running the submarine system in docker mode.</p><p>Users only need to provide several servers with docker runtime environment. |
| The submarine system can automatically cluster these servers into clusters, manage all the hardware resources of the cluster, |
| and run the service or workspace container in this cluster through scheduling algorithms.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-kubernetes">Launcher On Kubernetes<a class="hash-link" href="#launcher-on-kubernetes" title="Direct link to heading"></a></h3><p>submarine operator</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-rancher">Launcher On Rancher<a class="hash-link" href="#launcher-on-rancher" title="Direct link to heading"></a></h3><p>This section is currently described based on the Rancher Desktop.</p><p>Since we have replaced Traefik with Istio from 0.8.0, we need to turn off the Traefik in <code>Kubernetes Settings</code>. |
| At the same time, we need to set kubernetes version to 1.21+, the minimum CPUs to 4, and the minimum Memory to 8G.</p><p>Rancher Desktop use <a href="https://github.com/rancher/local-path-provisioner" target="_blank" rel="noopener noreferrer">Local Path Provisioner</a> as the provisioner for StorageClass by default, |
| so we need to modify the relevant configuration of StorageClass when using Helm to install Submarine.</p><div class="codeBlockContainer_I0IT language-yaml theme-code-block"><div class="codeBlockContent_wNvx" style="color:#bfc7d5;background-color:#292d3e"><pre tabindex="0" class="prism-code language-yaml codeBlock_jd64 thin-scrollbar"><code class="codeBlockLines_mRuA"><span class="token-line" style="color:#bfc7d5"><span class="token key atrule">storageClass</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"></span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">volumeBindingMode</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> WaitForFirstConsumer</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> </span><span class="token key atrule">provisioner</span><span class="token punctuation" style="color:rgb(199, 146, 234)">:</span><span class="token plain"> rancher.io/local</span><span class="token punctuation" style="color:rgb(199, 146, 234)">-</span><span class="token plain">path</span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" title="Copy" class="copyButton_eDfN clean-btn"><span class="copyButtonIcons_W9eQ" aria-hidden="true"><svg class="copyButtonIcon_XEyF" viewBox="0 0 24 24"><path d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg class="copyButtonSuccessIcon_i9w9" viewBox="0 0 24 24"><path d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div><p>For other installation, please refer to <a href="https://submarine.apache.org/docs/next/gettingStarted/quickstart#launch-submarine-in-the-cluster" target="_blank" rel="noopener noreferrer">Launch submarine in the cluster</a>. |
| In addition, we can use <a href="https://github.com/cnrancher/kube-explorer" target="_blank" rel="noopener noreferrer">kube-explorer</a> to open Rancher Dashboard.</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-openshift">Launcher On OpenShift<a class="hash-link" href="#launcher-on-openshift" title="Direct link to heading"></a></h3><p>[TODO]</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-aws">Launcher On AWS<a class="hash-link" href="#launcher-on-aws" title="Direct link to heading"></a></h3><p>[TODO]</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-gcp">Launcher On GCP<a class="hash-link" href="#launcher-on-gcp" title="Direct link to heading"></a></h3><p>[TODO]</p><h3 class="anchor anchorWithStickyNavbar_mojV" id="launcher-on-azure">Launcher On Azure<a class="hash-link" href="#launcher-on-azure" title="Direct link to heading"></a></h3><p>[TODO]</p></div><footer class="theme-doc-footer docusaurus-mt-lg"><div 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