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3Engines Cloud </span> </a> </li> <li class=md-nav__item> <a href=../cloud/VM-created-with-option-Create-New-Volume-Yes-on-3Engines-Cloud.html.html class=md-nav__link> <span class=md-ellipsis> VM created with option Create New Volume Yes on 3Engines Cloud </span> </a> </li> <li class=md-nav__item> <a href=../cloud/What-is-an-OpenStack-domain-on-3Engines-Cloud.html.html class=md-nav__link> <span class=md-ellipsis> What is an OpenStack domain on 3Engines Cloud </span> </a> </li> <li class=md-nav__item> <a href=../cloud/What-is-an-OpenStack-project-on-3Engines-Cloud.html.html class=md-nav__link> <span class=md-ellipsis> What is an OpenStack project on 3Engines Cloud </span> </a> </li> <li class=md-nav__item> <a href=../cloud/How-to-create-a-Linux-VM-and-access-it-from-Windows-desktop-on-3Engines-Cloud.html.html class=md-nav__link> <span class=md-ellipsis> How to create a Linux VM and access it from Windows desktop on 3Engines Cloud </span> </a> </li> <li class=md-nav__item> <a 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Cloud </span> </a> </li> <li class=md-nav__item> <a href=../cloud/Block-storage-and-object-storage-performance-limits-on-3Engines-Cloud.html.html class=md-nav__link> <span class=md-ellipsis> Block storage and object storage performance limits on 3Engines Cloud </span> </a> </li> </ul> </nav> </li> <li class="md-nav__item md-nav__item--nested"> <input class="md-nav__toggle md-toggle " type=checkbox id=__nav_3> <label class=md-nav__link for=__nav_3 id=__nav_3_label tabindex=0> <span class=md-ellipsis> Data Volume </span> <span class="md-nav__icon md-icon"></span> </label> <nav class=md-nav data-md-level=1 aria-labelledby=__nav_3_label aria-expanded=false> <label class=md-nav__title for=__nav_3> <span class="md-nav__icon md-icon"></span> Data Volume </label> <ul class=md-nav__list data-md-scrollfix> <li class=md-nav__item> <a href=../datavolume/datavolume.html.html class=md-nav__link> <span class=md-ellipsis> Overview </span> </a> </li> <li class=md-nav__item> <a 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</nav> </div> </div> </div> <div class="md-sidebar md-sidebar--secondary" data-md-component=sidebar data-md-type=toc> <div class=md-sidebar__scrollwrap> <div class=md-sidebar__inner> <nav class="md-nav md-nav--secondary" aria-label="On this page"> <label class=md-nav__title for=__toc> <span class="md-nav__icon md-icon"></span> On this page </label> <ul class=md-nav__list data-md-component=toc data-md-scrollfix> <li class=md-nav__item> <a href=#what-we-are-going-to-cover class=md-nav__link> <span class=md-ellipsis> What We Are Going To Cover🔗 </span> </a> </li> <li class=md-nav__item> <a href=#prerequisites class=md-nav__link> <span class=md-ellipsis> Prerequisites🔗 </span> </a> </li> <li class=md-nav__item> <a href=#background-how-helm-works class=md-nav__link> <span class=md-ellipsis> Background - How Helm works🔗 </span> </a> </li> <li class=md-nav__item> <a href=#install-helm class=md-nav__link> <span class=md-ellipsis> Install Helm🔗 </span> </a> </li> <li class=md-nav__item> <a href=#add-a-helm-repository class=md-nav__link> <span class=md-ellipsis> Add a Helm repository🔗 </span> </a> </li> <li class=md-nav__item> <a href=#helm-chart-repositories class=md-nav__link> <span class=md-ellipsis> Helm chart repositories🔗 </span> </a> </li> <li class=md-nav__item> <a href=#check-whether-kubectl-has-access-to-the-cluster class=md-nav__link> <span class=md-ellipsis> Check whether kubectl has access to the cluster🔗 </span> </a> </li> <li class=md-nav__item> <a href=#deploy-a-helm-chart-on-a-cluster class=md-nav__link> <span class=md-ellipsis> Deploy a Helm chart on a cluster🔗 </span> </a> </li> <li class=md-nav__item> <a href=#customizing-the-chart-deployment class=md-nav__link> <span class=md-ellipsis> Customizing the chart deployment🔗 </span> </a> </li> <li class=md-nav__item> <a href=#what-to-do-next class=md-nav__link> <span class=md-ellipsis> What To Do Next🔗 </span> </a> </li> </ul> </nav> </div> </div> </div> <div class=md-content data-md-component=content> <article class="md-content__inner md-typeset"> <h1 id=deploying-helm-charts-on-magnum-kubernetes-clusters-on-3engines-cloud-cloud>Deploying Helm Charts on Magnum Kubernetes Clusters on 3Engines Cloud Cloud<a href=#deploying-helm-charts-on-magnum-kubernetes-clusters-on-brand-name-cloud-name-cloud title="Permalink to this headline">🔗</a><a class=headerlink href=#deploying-helm-charts-on-magnum-kubernetes-clusters-on-3engines-cloud-cloud title="Permanent link">¶</a></h1> <p>Kubernetes is a robust and battle-tested environment for running apps and services, yet it could be time consuming to manually provision all resources required to run a production-ready deployment. This article introduces <a href=https://helm.sh/ >Helm</a> as a package manager for Kubernetes. With it, you will be able to quickly deploy complex Kubernetes applications, consisting of code, databases, user interfaces and more.</p> <h2 id=what-we-are-going-to-cover>What We Are Going To Cover<a href=#what-we-are-going-to-cover title="Permalink to this headline">🔗</a><a class=headerlink href=#what-we-are-going-to-cover title="Permanent link">¶</a></h2> <blockquote> <ul> <li>Background - How Helm works</li> <li>Install Helm</li> <li>Add a Helm repository</li> <li>Helm chart repositories</li> <li>Deploy Helm chart on a cluster</li> <li>Customize chart deployment</li> </ul> </blockquote> <h2 id=prerequisites>Prerequisites<a href=#prerequisites title="Permalink to this headline">🔗</a><a class=headerlink href=#prerequisites title="Permanent link">¶</a></h2> <p>No. 1 <strong>Account</strong></p> <p>You need a 3Engines Cloud hosting account with access to the Horizon interface: <a href=https://horizon.3Engines.com>https://horizon.3Engines.com</a>.</p> <p>No. 2 <strong>Basic understanding of Kubernetes</strong></p> <p>We assume you have basic understanding of Kubernetes, its notions and ways of working. Explaining them is out of scope of this article.</p> <p>No. 3 <strong>A cluster created on</strong> <strong>cloud</strong></p> <p>For trying out Helm installation and deployment in an actual environment, create a cluster on cloud using OpenStack Magnum <a href=How-to-Create-a-Kubernetes-Cluster-Using-3Engines-Cloud-OpenStack-Magnum.html.html>How to Create a Kubernetes Cluster Using 3Engines Cloud OpenStack Magnum</a>.</p> <p>No. 4 <strong>Active connection to the cloud</strong></p> <p>For Kubernetes, that means a <strong>kubectl</strong> command line tool installed and <strong>kubeconfig</strong> pointing to a cluster. Instructions are provided in this article <a href=How-To-Use-Command-Line-Interface-for-Kubernetes-Clusters-On-3Engines-Cloud-OpenStack-Magnum.html.html>How To Use Command Line Interface for Kubernetes Clusters On 3Engines Cloud OpenStack Magnum</a>.</p> <p>No. 5 <strong>Access to Ubuntu to run code on</strong></p> <p>Code samples in this article assume you are running Ubuntu 20.04 LTS or similar Linux system. You can run them on</p> <blockquote> <ul> <li>Windows with Linux subsystem,</li> <li>genuine desktop Ubuntu operating system or you can also</li> <li>create a virtual machine in the 3Engines Cloud cloud and run the examples from there. These articles will provide technical know-how if you need it:</li> </ul> </blockquote> <p><a href=../cloud/How-to-create-a-Linux-VM-and-access-it-from-Windows-desktop-on-3Engines-Cloud.html.html>How to create a Linux VM and access it from Windows desktop on 3Engines Cloud</a></p> <p><a href=../cloud/How-to-create-a-Linux-VM-and-access-it-from-Linux-command-line-on-3Engines-Cloud.html.html>How to create a Linux VM and access it from Linux command line on 3Engines Cloud</a></p> <h2 id=background-how-helm-works>Background - How Helm works<a href=#background-how-helm-works title="Permalink to this headline">🔗</a><a class=headerlink href=#background-how-helm-works title="Permanent link">¶</a></h2> <p>A usual sequence of deploying an application on Kubernetes entails:</p> <blockquote> <ul> <li>having one or more containerized application images available in an image registry</li> <li>deploying one or more Kubernetes resources, in the form of manifest YAML files, onto a Kubernetes cluster</li> </ul> </blockquote> <p>The Kubernetes resources, directly or indirectly, point to the container images. They can also contain additional information required by these images to run. In a very minimal setup, we would have e.g., an NGINX container image deployed with a <strong>deployment</strong> Kubernetes resource, and exposed on a network via a <strong>service</strong> resource. A production-grade Kubernetes deployment of a larger application usually requires a set of several, or more, Kubernetes resources to be deployed on the cluster.</p> <p>For each standard deployment of an application on Kubernetes (e.g. a database, a CMS system, a monitoring application), the boilerplate YAML manifests would mostly be the same and only vary based on the specific values assigned (e.g. ports, endpoints, image registry, version, etc.).</p> <p><strong>Helm</strong>, therefore, automates the process of provisioning a Kubernetes deployment. The person in charge of the deployment does not have to write each resource from the scratch or consider the links between the resources. Instead, they download a <strong>Helm chart</strong>, which provides predefined resource templates. The values for the templates are read from a central configuration file called <em>values.yaml</em>.</p> <p>Helm charts are designed to cover a broad set of use cases required for deploying an application. The application can be then simply launched on a cluster with a few commands within seconds. Some specific customizations for an individual deployment can be then easily adjusted by overriding the default <em>values.yaml</em> file.</p> <h2 id=install-helm>Install Helm<a href=#install-helm title="Permalink to this headline">🔗</a><a class=headerlink href=#install-helm title="Permanent link">¶</a></h2> <p>You can install Helm on your own development machine. To install, download the installer file from the Helm release page, change file permission, and run the installation:</p> <div class=highlight><pre><span></span><code><span id=__span-0-1><a id=__codelineno-0-1 name=__codelineno-0-1 href=#__codelineno-0-1></a>curl -fsSL -o get_helm.sh https://raw.githubusercontent.com/helm/helm/main/scripts/get-helm-3
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</span><span id=__span-0-2><a id=__codelineno-0-2 name=__codelineno-0-2 href=#__codelineno-0-2></a>chmod 700 get_helm.sh
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</span><span id=__span-0-3><a id=__codelineno-0-3 name=__codelineno-0-3 href=#__codelineno-0-3></a> ./get_helm.sh
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</span></code></pre></div> <p>You can verify the installation by running:</p> <div class=highlight><pre><span></span><code><span id=__span-1-1><a id=__codelineno-1-1 name=__codelineno-1-1 href=#__codelineno-1-1></a>$ helm version
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</span></code></pre></div> <p>For other operating systems, use the <a href=https://phoenixnap.com/kb/install-helm>link to download Helm installation files</a> and proceed analogously.</p> <h2 id=add-a-helm-repository>Add a Helm repository<a href=#add-a-helm-repository title="Permalink to this headline">🔗</a><a class=headerlink href=#add-a-helm-repository title="Permanent link">¶</a></h2> <p>Helm charts are distributed using repositories. For example, a single repository can host several Helm charts from a certain provider. For the purpose of this article, we will add the Bitnami repository that contains their versions of multiple useful Helm charts e.g. Redis, Grafana, Elasticsearch, or others. You can run it using the following command:</p> <div class=highlight><pre><span></span><code><span id=__span-2-1><a id=__codelineno-2-1 name=__codelineno-2-1 href=#__codelineno-2-1></a>helm repo add bitnami https://charts.bitnami.com/bitnami
|
||
</span></code></pre></div> <p>Then verify the available charts in this repository by running:</p> <div class=highlight><pre><span></span><code><span id=__span-3-1><a id=__codelineno-3-1 name=__codelineno-3-1 href=#__codelineno-3-1></a>helm search repo
|
||
</span></code></pre></div> <p>The following image shows just a start of all the available apps from <em>bitnami</em> repository to install with Helm:</p> <p><a class=glightbox href=../_images/search_repo.png data-type=image data-width=100% data-height=auto data-desc-position=bottom><img alt=search_repo.png src=../_images/search_repo.png></a></p> <h2 id=helm-chart-repositories>Helm chart repositories<a href=#helm-chart-repositories title="Permalink to this headline">🔗</a><a class=headerlink href=#helm-chart-repositories title="Permanent link">¶</a></h2> <p>In the above example, we knew where to find a repository with Helm charts. There are other repositories and they are usually hosted on GitHub or ArtifactHub. Let us have a look at the <a href=https://artifacthub.io/packages/helm/bitnami/apache>apache page in ArtifactHUB</a>:</p> <p><a class=glightbox href=../_images/apache_bitnami.png data-type=image data-width=100% data-height=auto data-desc-position=bottom><img alt=apache_bitnami.png src=../_images/apache_bitnami.png></a></p> <p>Click on the DEFAULT VALUES option (yellow highlight) and see contents of the default <em>values.yaml</em> file.</p> <p><a class=glightbox href=../_images/parameters.png data-type=image data-width=100% data-height=auto data-desc-position=bottom><img alt=parameters.png src=../_images/parameters.png></a></p> <p>In this file (or in additional tabular information on the chart page), you can check which parameters are enabled for customization, and which are their default values.</p> <h2 id=check-whether-kubectl-has-access-to-the-cluster>Check whether kubectl has access to the cluster<a href=#check-whether-kubectl-has-access-to-the-cluster title="Permalink to this headline">🔗</a><a class=headerlink href=#check-whether-kubectl-has-access-to-the-cluster title="Permanent link">¶</a></h2> <p>To proceed further, verify that you have your KUBECONFIG environment variable exported and pointing to a running cluster’s <em>kubeconfig</em> file (see Prerequisite No. 4). If there is need, export this environment variable:</p> <div class=highlight><pre><span></span><code><span id=__span-4-1><a id=__codelineno-4-1 name=__codelineno-4-1 href=#__codelineno-4-1></a>export KUBECONFIG = <location-of-your-kubeconfig-file>
|
||
</span></code></pre></div> <p>If your kubectl is properly installed, you should be then able to list the nodes on your cluster:</p> <div class=highlight><pre><span></span><code><span id=__span-5-1><a id=__codelineno-5-1 name=__codelineno-5-1 href=#__codelineno-5-1></a>kubectl get nodes
|
||
</span></code></pre></div> <p>That will serve as the confirmation that you have access to the cluster.</p> <h2 id=deploy-a-helm-chart-on-a-cluster>Deploy a Helm chart on a cluster<a href=#deploy-a-helm-chart-on-a-cluster title="Permalink to this headline">🔗</a><a class=headerlink href=#deploy-a-helm-chart-on-a-cluster title="Permanent link">¶</a></h2> <p>Now that we know where to find repositories with hundreds of charts to choose from, let’s deploy one of them to our cluster.</p> <p>We will install an Apache web server Helm chart. In order to install it with a default configuration, we need to run a single command:</p> <div class=highlight><pre><span></span><code><span id=__span-6-1><a id=__codelineno-6-1 name=__codelineno-6-1 href=#__codelineno-6-1></a>helm install my-apache bitnami/apache
|
||
</span></code></pre></div> <p>Note that <em>my-apache</em> refers to the concrete release, that is, the concrete deployment running on our cluster. We can adjust this name to our liking. Upon running the above command, the chart gets deployed and some insight about our release is provided:</p> <div class=highlight><pre><span></span><code><span id=__span-7-1><a id=__codelineno-7-1 name=__codelineno-7-1 href=#__codelineno-7-1></a>NAME: my-apache
|
||
</span><span id=__span-7-2><a id=__codelineno-7-2 name=__codelineno-7-2 href=#__codelineno-7-2></a>LAST DEPLOYED: Tue Jan 31 10:48:07 2023
|
||
</span><span id=__span-7-3><a id=__codelineno-7-3 name=__codelineno-7-3 href=#__codelineno-7-3></a>NAMESPACE: default
|
||
</span><span id=__span-7-4><a id=__codelineno-7-4 name=__codelineno-7-4 href=#__codelineno-7-4></a>STATUS: deployed
|
||
</span><span id=__span-7-5><a id=__codelineno-7-5 name=__codelineno-7-5 href=#__codelineno-7-5></a>REVISION: 1
|
||
</span><span id=__span-7-6><a id=__codelineno-7-6 name=__codelineno-7-6 href=#__codelineno-7-6></a>TEST SUITE: None
|
||
</span><span id=__span-7-7><a id=__codelineno-7-7 name=__codelineno-7-7 href=#__codelineno-7-7></a>NOTES:
|
||
</span><span id=__span-7-8><a id=__codelineno-7-8 name=__codelineno-7-8 href=#__codelineno-7-8></a>CHART NAME: apache
|
||
</span><span id=__span-7-9><a id=__codelineno-7-9 name=__codelineno-7-9 href=#__codelineno-7-9></a>CHART VERSION: 9.2.11
|
||
</span><span id=__span-7-10><a id=__codelineno-7-10 name=__codelineno-7-10 href=#__codelineno-7-10></a>APP VERSION: 2.4.55
|
||
</span><span id=__span-7-11><a id=__codelineno-7-11 name=__codelineno-7-11 href=#__codelineno-7-11></a>....
|
||
</span></code></pre></div> <p>As a result, several Kubernetes resources get deployed on the cluster. One of them is the Kubernetes service, which by default gets deployed as a LoadBalancer type. This way your Apache deployment gets immediately publicly exposed with a floating IP available in the <external-ip> cell on the default port 80:</p> <div class=highlight><pre><span></span><code><span id=__span-8-1><a id=__codelineno-8-1 name=__codelineno-8-1 href=#__codelineno-8-1></a>$ kubectl get services
|
||
</span><span id=__span-8-2><a id=__codelineno-8-2 name=__codelineno-8-2 href=#__codelineno-8-2></a>NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
|
||
</span><span id=__span-8-3><a id=__codelineno-8-3 name=__codelineno-8-3 href=#__codelineno-8-3></a>...
|
||
</span><span id=__span-8-4><a id=__codelineno-8-4 name=__codelineno-8-4 href=#__codelineno-8-4></a>my-apache LoadBalancer 10.254.147.21 64.225.131.111 80:32654/TCP,443:32725/TCP 5m
|
||
</span></code></pre></div> <p>Note that the floating IP generation can take a couple of minutes to appear. After this time, once you enter the floating IP into the browser you shall see the service available from the Internet:</p> <p><a class=glightbox href=../_images/apache_ip.png data-type=image data-width=100% data-height=auto data-desc-position=bottom><img alt=apache_ip.png src=../_images/apache_ip.png></a></p> <h2 id=customizing-the-chart-deployment>Customizing the chart deployment<a href=#customizing-the-chart-deployment title="Permalink to this headline">🔗</a><a class=headerlink href=#customizing-the-chart-deployment title="Permanent link">¶</a></h2> <p>We just saw how quick it was to deploy a Helm chart with the default settings. Usually, before running the chart in production, you will need to adjust a few settings to meet your requirements.</p> <p>To customize the deployment, a quick and dirty approach would be to provide flags on the Helm command line to adjust specific parameters. The problem is that each command line option will have 10-20 available flags, so this approach may not be the best in the long run.</p> <p>A more universal approach, however, is to customize the <em>values.yaml</em> file. There are two main ways of doing it:</p> <dl> <dt><strong>Copy the entire values.yaml file</strong></dt> <dd>Here you only adjust the value of a specific parameter.</dd> <dt><strong>Create new values.yaml file from scratch</strong></dt> <dd>It would contain only the adjusted parameters, with their overridden values.</dd> </dl> <p>In both scenarios, all defaults, apart from the overridden ones, will be preserved.</p> <p><strong>As an example of customizing the chart</strong>, let us expose Apache web server on port <strong>8080</strong> instead of the default <strong>80</strong>. We will use the second approach and provide a minimal <em>my-values.yaml</em> file for the overrides. The contents of this file will be the following:</p> <p><strong>my-values.yaml</strong></p> <div class=highlight><pre><span></span><code><span id=__span-9-1><a id=__codelineno-9-1 name=__codelineno-9-1 href=#__codelineno-9-1></a>service:
|
||
</span><span id=__span-9-2><a id=__codelineno-9-2 name=__codelineno-9-2 href=#__codelineno-9-2></a> ports:
|
||
</span><span id=__span-9-3><a id=__codelineno-9-3 name=__codelineno-9-3 href=#__codelineno-9-3></a> http: 8080
|
||
</span></code></pre></div> <p>With these customizations, make sure to follow the indentation and follow the YAML structure indicating also the respective parent blocks in the tree.</p> <p>A separate adjustment that we will make is to create a dedicated namespace <em>apache</em> for our Helm release and instruct Helm to use this namespace. Such an adjustment is quite usual, in order to separate the artifacts related to a specific release/application.</p> <p>Apply the mentioned customizations to the <em>my-custom-apache</em> release, using the following command:</p> <div class=highlight><pre><span></span><code><span id=__span-10-1><a id=__codelineno-10-1 name=__codelineno-10-1 href=#__codelineno-10-1></a>helm install my-custom-apache bitnami/apache --values my-values.yaml --namespace custom-apache --create-namespace
|
||
</span></code></pre></div> <p>Similarly, as in the earlier example, the service gets exposed. This time, to access the service’s floating IP, refer to the newly created <em>custom-apache</em> namespace:</p> <div class=highlight><pre><span></span><code><span id=__span-11-1><a id=__codelineno-11-1 name=__codelineno-11-1 href=#__codelineno-11-1></a>kubectl get services -n custom-apache
|
||
</span><span id=__span-11-2><a id=__codelineno-11-2 name=__codelineno-11-2 href=#__codelineno-11-2></a>NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
|
||
</span><span id=__span-11-3><a id=__codelineno-11-3 name=__codelineno-11-3 href=#__codelineno-11-3></a>my-custom-apache LoadBalancer 10.254.230.171 64.225.135.161 8080:31150/TCP,443:30139/TCP 3m51s
|
||
</span></code></pre></div> <p>We can see that the application is now exposed to a new port 8080, which can be verified in the browser as well:</p> <p><a class=glightbox href=../_images/trag_8080.png data-type=image data-width=100% data-height=auto data-desc-position=bottom><img alt=trag_8080.png src=../_images/trag_8080.png></a></p> <h2 id=what-to-do-next>What To Do Next<a href=#what-to-do-next title="Permalink to this headline">🔗</a><a class=headerlink href=#what-to-do-next title="Permanent link">¶</a></h2> <p>Deploy other useful services using Helm charts: <a href=https://artifacthub.io/packages/helm/bitnami/argo-workflows>Argo Workflows</a>, <a href=https://artifacthub.io/packages/helm/jupyterhub/jupyterhub>JupyterHub</a>, <a href=https://artifacthub.io/packages/helm/hashicorp/vault>Vault</a> amongst many others that are available.</p> <p>Remember that a chart deployed with Helm is, in the end, just a set of Kubernetes resources. Usually, there is a hefty amount of configurable settings in the available Open Source charts. Just as well, you can edit other parameters on an already deployed cluster and you can even modify the templates to your specific use case.</p> <p>The following article will show how to use JetStack repo to install CertManager, with which you can deploy HTTPS services on Kubernetes cloud:</p> <p><a href=Deploying-HTTPS-Services-on-Magnum-Kubernetes-in-3Engines-Cloud-Cloud.html.html>Deploying HTTPS Services on Magnum Kubernetes in 3Engines Cloud Cloud</a></p> </article> </div> <script>var target=document.getElementById(location.hash.slice(1));target&&target.name&&(target.checked=target.name.startsWith("__tabbed_"))</script> </div> <button type=button class="md-top md-icon" data-md-component=top hidden> <svg xmlns=http://www.w3.org/2000/svg viewbox="0 0 24 24"><path d="M13 20h-2V8l-5.5 5.5-1.42-1.42L12 4.16l7.92 7.92-1.42 1.42L13 8z"/></svg> Back to top </button> </main> <footer class=md-footer> <div class="md-footer-meta md-typeset"> <div class="md-footer-meta__inner md-grid"> <div class=md-copyright> Made with <a href=https://squidfunk.github.io/mkdocs-material/ target=_blank rel=noopener> Material for MkDocs </a> </div> </div> </div> </footer> </div> <div class=md-dialog data-md-component=dialog> <div class="md-dialog__inner md-typeset"></div> </div> <script id=__config type=application/json>{"base": "..", "features": ["content.code.annotate", "content.code.copy", "content.tooltips", "navigation.tabs", "navigation.sections", "navigation.footer", "navigation.indexes", "navigation.sections", "navigation.top", "navigation.tracking", "search.highlight", "search.share", "search.suggest", "toc.follow"], "search": "../assets/javascripts/workers/search.d50fe291.min.js", "tags": null, "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": null}</script> <script src=../assets/javascripts/bundle.13a4f30d.min.js></script> <script id="init-glightbox">const lightbox = GLightbox({"touchNavigation": false, "loop": false, "zoomable": true, "draggable": true, "openEffect": "zoom", "closeEffect": "zoom", "slideEffect": "slide"});
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