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class="docMainContainer_2iGs"><div class="container padding-vert--lg docItemWrapper_1bxp"><div class="row"><div class="col docItemCol_U38p"><div class="docItemContainer_a7m4"><article><header><h1 class="docTitle_Oumm">setup-jupyter</h1></header><div class="markdown"><h1><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="deploy-jupyter-notebook-on-kubernetes"></a>Deploy Jupyter Notebook on Kubernetes<a class="hash-link" href="#deploy-jupyter-notebook-on-kubernetes" title="Direct link to heading">#</a></h1><p>This guide covers the deployment Jupyter Notebook on kubernetes cluster.</p><h2><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="experiment-environment"></a>Experiment environment<a class="hash-link" href="#experiment-environment" title="Direct link to heading">#</a></h2><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="setup-kubernetes"></a>Setup Kubernetes<a class="hash-link" href="#setup-kubernetes" title="Direct link to heading">#</a></h3><p>We recommend using <a href="https://kind.sigs.k8s.io/" target="_blank" rel="noopener noreferrer">kind</a> to setup a Kubernetes cluster on a local machine.</p><p>You can use Extra mounts to mount your host path to kind node and use Extra port mappings to port |
| forward to the kind nodes. Please refer to <a href="https://kind.sigs.k8s.io/docs/user/configuration/#extra-mounts" target="_blank" rel="noopener noreferrer">kind configuration</a> |
| for more details.</p><p>You need to create a kind config file. The following is an example :</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind: Cluster</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">apiVersion: kind.x-k8s.io/v1alpha4</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">nodes:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">- role: control-plane</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> extraMounts:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> # add a mount from /path/to/my/files on the host to /files on the node</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> - hostPath: /tmp/submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> containerPath: /tmp/submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> extraPortMappings:</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> - containerPort: 80</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> hostPort: 80</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> protocol: TCP</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> # exposing additional ports to be used for NodePort services</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> - containerPort: 30070</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> hostPort: 8888</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain"> protocol: TCP</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>Running the following command:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kind create cluster --image kindest/node:v1.15.6 --config <path-to-kind-config> --name k8s-submarine</span></div><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl create namespace submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><h3><a aria-hidden="true" tabindex="-1" class="anchor enhancedAnchor_prK2" id="deploy-jupyter-notebook"></a>Deploy Jupyter Notebook<a class="hash-link" href="#deploy-jupyter-notebook" title="Direct link to heading">#</a></h3><p>Once you have a running Kubernetes cluster, you can write a YAML file to deploy a jupyter notebook. |
| In this <a target="_blank" href="/assets/files/jupyter-b412bca5cd2199cfea640f5453431d9d.yaml">example yaml</a>, we use <a href="https://hub.docker.com/r/jupyter/minimal-notebook/" target="_blank" rel="noopener noreferrer">jupyter/minimal-notebook</a> |
| to make a single notebook running on the kind node.</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl apply -f jupyter.yaml --namespace submarine</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>Once jupyter notebook is running, you can access the notebook server from the browser using http://localhost:8888 on local machine.</p><p>You can enter and store a password for your notebook server with:</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl exec -it <jupyter-pod-name> -- jupyter notebook password</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div><p>After restarting the notebook server, you can login jupyter notebook with your new password.</p><p>If you want to use JupyterLab :</p><div class="mdxCodeBlock_1zKU"><div class="codeBlockContent_actS"><div tabindex="0" class="prism-code language-undefined codeBlock_tuNs thin-scrollbar"><div class="codeBlockLines_3uvA" style="color:#bfc7d5;background-color:#292d3e"><div class="token-line" style="color:#bfc7d5"><span class="token plain">http://localhost:8888/lab</span></div></div></div><button type="button" aria-label="Copy code to clipboard" class="copyButton_2GIj">Copy</button></div></div></div></article><div class="margin-vert--xl"><div class="row"><div class="col"><a href="https://github.com/apache/submarine/edit/master/website/docs/adminDocs/yarn/workbench/notebook/setup-jupyter.md" target="_blank" rel="noreferrer noopener"><svg fill="currentColor" height="1.2em" width="1.2em" preserveAspectRatio="xMidYMid meet" role="img" viewBox="0 0 40 40" class="iconEdit_2LL7"><g><path d="m34.5 11.7l-3 3.1-6.3-6.3 3.1-3q0.5-0.5 1.2-0.5t1.1 0.5l3.9 3.9q0.5 0.4 0.5 1.1t-0.5 1.2z m-29.5 17.1l18.4-18.5 6.3 6.3-18.4 18.4h-6.3v-6.2z"></path></g></svg>Edit this page</a></div></div></div><div class="margin-vert--lg"><nav class="pagination-nav" aria-label="Blog list page navigation"><div class="pagination-nav__item"></div><div class="pagination-nav__item pagination-nav__item--next"></div></nav></div></div></div><div class="col col--3"><div class="tableOfContents_2xL- thin-scrollbar"><ul class="table-of-contents table-of-contents__left-border"><li><a href="#experiment-environment" class="table-of-contents__link">Experiment environment</a><ul><li><a href="#setup-kubernetes" class="table-of-contents__link">Setup Kubernetes</a></li><li><a href="#deploy-jupyter-notebook" class="table-of-contents__link">Deploy Jupyter Notebook</a></li></ul></li></ul></div></div></div></div></main></div></div><footer class="footer footer--dark"><div class="container"><div class="row footer__links"><div class="col footer__col"><h4 class="footer__title">Docs</h4><ul class="footer__items"><li class="footer__item"><a class="footer__link-item" href="/docs/">Getting Started</a></li><li class="footer__item"><a class="footer__link-item" href="/docs/api/environment">API docs</a></li></ul></div><div class="col footer__col"><h4 class="footer__title">Community</h4><ul class="footer__items"><li class="footer__item"><a href="https://stackoverflow.com/questions/tagged/apache-submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Stack Overflow</a></li><li class="footer__item"><a href="https://s.apache.org/slack-invite" target="_blank" rel="noopener noreferrer" class="footer__link-item">Slack</a></li></ul></div><div class="col footer__col"><h4 class="footer__title">More</h4><ul class="footer__items"><li class="footer__item"><a href="https://medium.com/@apache.submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">Blog</a></li><li class="footer__item"><a href="https://github.com/apache/submarine" target="_blank" rel="noopener noreferrer" class="footer__link-item">GitHub</a></li></ul></div></div><div class="footer__bottom text--center"><div class="footer__copyright">Copyright © 2021 Apache Submarine is Apache2 Licensed software.</div></div></div></footer></div> |
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