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class="breadcrumbs__item"><a aria-label="Home page" class="breadcrumbs__link" href="/"><svg viewBox="0 0 24 24" class="breadcrumbHomeIcon_YNFT"><path d="M10 19v-5h4v5c0 .55.45 1 1 1h3c.55 0 1-.45 1-1v-7h1.7c.46 0 .68-.57.33-.87L12.67 3.6c-.38-.34-.96-.34-1.34 0l-8.36 7.53c-.34.3-.13.87.33.87H5v7c0 .55.45 1 1 1h3c.55 0 1-.45 1-1z" fill="currentColor"></path></svg></a></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item"><a class="breadcrumbs__link" itemprop="item" href="/docs/category/deployment-guides"><span itemprop="name">Deployment Guides</span></a><meta itemprop="position" content="1"></li><li itemscope="" itemprop="itemListElement" itemtype="https://schema.org/ListItem" class="breadcrumbs__item breadcrumbs__item--active"><span class="breadcrumbs__link" itemprop="name">Deploying with Kubernetes</span><meta itemprop="position" content="2"></li></ul></nav><span class="theme-doc-version-badge badge badge--secondary">Version: Next</span><div class="tocCollapsible_ETCw theme-doc-toc-mobile tocMobile_ITEo"><button type="button" class="clean-btn tocCollapsibleButton_TO0P">On this page</button></div><div class="theme-doc-markdown markdown"><h1>Deploying DataHub with Kubernetes</h1><h2 class="anchor anchorWithStickyNavbar_LWe7" id="introduction">Introduction<a href="#introduction" class="hash-link" aria-label="Direct link to Introduction" title="Direct link to Introduction"></a></h2><p>Helm charts for deploying DataHub on a kubernetes cluster is located in
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this <a href="https://github.com/acryldata/datahub-helm" target="_blank" rel="noopener noreferrer">repository</a>. We provide charts for
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deploying <a href="https://github.com/acryldata/datahub-helm/tree/master/charts/datahub" target="_blank" rel="noopener noreferrer">Datahub</a> and
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it's <a href="https://github.com/acryldata/datahub-helm/tree/master/charts/prerequisites" target="_blank" rel="noopener noreferrer">dependencies</a>
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(Elasticsearch, optionally Neo4j, MySQL, and Kafka) on a Kubernetes cluster.</p><p>This doc is a guide to deploy an instance of DataHub on a kubernetes cluster using the above charts from scratch.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="setup">Setup<a href="#setup" class="hash-link" aria-label="Direct link to Setup" title="Direct link to Setup"></a></h2><ol><li>Set up a kubernetes cluster<ul><li>In a cloud platform of choice like <a href="https://aws.amazon.com/eks" target="_blank" rel="noopener noreferrer">Amazon EKS</a>,
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<a href="https://cloud.google.com/kubernetes-engine" target="_blank" rel="noopener noreferrer">Google Kubernetes Engine</a>,
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and <a href="https://azure.microsoft.com/en-us/services/kubernetes-service/" target="_blank" rel="noopener noreferrer">Azure Kubernetes Service</a> OR</li><li>In local environment using <a href="https://minikube.sigs.k8s.io/docs/" target="_blank" rel="noopener noreferrer">Minikube</a>. Note, more than 7GB of RAM is required
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to run Datahub and it's dependencies</li></ul></li><li>Install the following tools:<ul><li><a href="https://kubernetes.io/docs/tasks/tools/" target="_blank" rel="noopener noreferrer">kubectl</a> to manage kubernetes resources</li><li><a href="https://helm.sh/docs/intro/install/" target="_blank" rel="noopener noreferrer">helm</a> to deploy the resources based on helm charts. Note, we only support
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Helm 3.</li></ul></li></ol><h2 class="anchor anchorWithStickyNavbar_LWe7" id="components">Components<a href="#components" class="hash-link" aria-label="Direct link to Components" title="Direct link to Components"></a></h2><p>Datahub consists of 4 main components: <a href="/docs/metadata-service">GMS</a>,
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<a href="/docs/metadata-jobs/mae-consumer-job">MAE Consumer</a> (optional),
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<a href="/docs/metadata-jobs/mce-consumer-job">MCE Consumer</a> (optional), and
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<a href="/docs/datahub-frontend">Frontend</a>. Kubernetes deployment for each of the components are
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defined as subcharts under the main
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<a href="https://github.com/acryldata/datahub-helm/tree/master/charts/datahub" target="_blank" rel="noopener noreferrer">Datahub</a>
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helm chart.</p><p>The main components are powered by 4 external dependencies:</p><ul><li>Kafka</li><li>Local DB (MySQL, Postgres, MariaDB)</li><li>Search Index (Elasticsearch)</li><li>Graph Index (Supports either Neo4j or Elasticsearch)</li></ul><p>The dependencies must be deployed before deploying Datahub. We created a separate
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<a href="https://github.com/acryldata/datahub-helm/tree/master/charts/prerequisites" target="_blank" rel="noopener noreferrer">chart</a>
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for deploying the dependencies with example configuration. They could also be deployed separately on-prem or leveraged
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as managed services. To remove your dependency on Neo4j, set enabled to false in
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the <a href="https://github.com/acryldata/datahub-helm/blob/master/charts/prerequisites/values.yaml#L54" target="_blank" rel="noopener noreferrer">values.yaml</a> for
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prerequisites. Then, override the <code>graph_service_impl</code> field in
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the <a href="https://github.com/acryldata/datahub-helm/blob/master/charts/datahub/values.yaml#L63" target="_blank" rel="noopener noreferrer">values.yaml</a> of datahub
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instead of <code>neo4j</code>.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="quickstart">Quickstart<a href="#quickstart" class="hash-link" aria-label="Direct link to Quickstart" title="Direct link to Quickstart"></a></h2><p>Assuming kubectl context points to the correct kubernetes cluster, first create kubernetes secrets that contain MySQL
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and Neo4j passwords.</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl create secret generic mysql-secrets --from-literal=mysql-root-password=datahub</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl create secret generic neo4j-secrets --from-literal=neo4j-password=datahub</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>The above commands sets the passwords to "datahub" as an example. Change to any password of choice.</p><p>Add datahub helm repo by running the following</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm repo add datahub https://helm.datahubproject.io/</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Then, deploy the dependencies by running the following</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install prerequisites datahub/datahub-prerequisites</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Note, the above uses the default configuration
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defined <a href="https://github.com/acryldata/datahub-helm/blob/master/charts/prerequisites/values.yaml" target="_blank" rel="noopener noreferrer">here</a>. You can change
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any of the configuration and deploy by running the following command.</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install prerequisites datahub/datahub-prerequisites --values <<path-to-values-file>></span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Run <code>kubectl get pods</code> to check whether all the pods for the dependencies are running. You should get a result similar
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to below.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">NAME READY STATUS RESTARTS AGE</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-0 1/1 Running 0 62m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-1 1/1 Running 0 62m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-2 1/1 Running 0 62m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-cp-schema-registry-cf79bfccf-kvjtv 2/2 Running 1 63m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-kafka-0 1/1 Running 2 62m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-mysql-0 1/1 Running 1 62m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-neo4j-community-0 1/1 Running 0 52m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-zookeeper-0 1/1 Running 0 62m</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>deploy Datahub by running the following</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">helm install datahub datahub/datahub</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>Values in <a href="https://github.com/acryldata/datahub-helm/blob/master/charts/datahub/values.yaml" target="_blank" rel="noopener noreferrer">values.yaml</a>
|
||
have been preset to point to the dependencies deployed using
|
||
the <a href="https://github.com/acryldata/datahub-helm/tree/master/charts/prerequisites" target="_blank" rel="noopener noreferrer">prerequisites</a>
|
||
chart with release name "prerequisites". If you deployed the helm chart using a different release name, update the
|
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quickstart-values.yaml file accordingly before installing.</p><p>Run <code>kubectl get pods</code> to check whether all the datahub pods are running. You should get a result similar to below.</p><div class="codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-text codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">NAME READY STATUS RESTARTS AGE</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-datahub-frontend-84c58df9f7-5bgwx 1/1 Running 0 4m2s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-datahub-gms-58b676f77c-c6pfx 1/1 Running 0 4m2s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-datahub-mae-consumer-7b98bf65d-tjbwx 1/1 Running 0 4m3s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-datahub-mce-consumer-8c57d8587-vjv9m 1/1 Running 0 4m2s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-elasticsearch-setup-job-8dz6b 0/1 Completed 0 4m50s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-kafka-setup-job-6blcj 0/1 Completed 0 4m40s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">datahub-mysql-setup-job-b57kc 0/1 Completed 0 4m7s</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-0 1/1 Running 0 97m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-1 1/1 Running 0 97m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">elasticsearch-master-2 1/1 Running 0 97m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-cp-schema-registry-cf79bfccf-kvjtv 2/2 Running 1 99m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-kafka-0 1/1 Running 2 97m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-mysql-0 1/1 Running 1 97m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-neo4j-community-0 1/1 Running 0 88m</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">prerequisites-zookeeper-0 1/1 Running 0 97m</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You can run the following to expose the frontend locally. Note, you can find the pod name using the command above. In
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this case, the datahub-frontend pod name was <code>datahub-datahub-frontend-84c58df9f7-5bgwx</code>.</p><div class="language-(shell) codeBlockContainer_Ckt0 theme-code-block" style="--prism-color:#bfc7d5;--prism-background-color:#292d3e"><div class="codeBlockContent_biex"><pre tabindex="0" class="prism-code language-(shell) codeBlock_bY9V thin-scrollbar"><code class="codeBlockLines_e6Vv"><span class="token-line" style="color:#bfc7d5"><span class="token plain">kubectl port-forward <datahub-frontend pod name> 9002:9002</span><br></span></code></pre><div class="buttonGroup__atx"><button type="button" aria-label="Copy code to clipboard" title="Copy" class="clean-btn"><span class="copyButtonIcons_eSgA" aria-hidden="true"><svg viewBox="0 0 24 24" class="copyButtonIcon_y97N"><path fill="currentColor" d="M19,21H8V7H19M19,5H8A2,2 0 0,0 6,7V21A2,2 0 0,0 8,23H19A2,2 0 0,0 21,21V7A2,2 0 0,0 19,5M16,1H4A2,2 0 0,0 2,3V17H4V3H16V1Z"></path></svg><svg viewBox="0 0 24 24" class="copyButtonSuccessIcon_LjdS"><path fill="currentColor" d="M21,7L9,19L3.5,13.5L4.91,12.09L9,16.17L19.59,5.59L21,7Z"></path></svg></span></button></div></div></div><p>You should be able to access the frontend via http://localhost:9002.</p><p>Once you confirm that the pods are running well, you can set up ingress for datahub-frontend to expose the 9002 port to
|
||
the public.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="other-useful-commands">Other useful commands<a href="#other-useful-commands" class="hash-link" aria-label="Direct link to Other useful commands" title="Direct link to Other useful commands"></a></h2><table><thead><tr><th>Command</th><th>Description</th></tr></thead><tbody><tr><td>helm uninstall datahub</td><td>Remove DataHub</td></tr><tr><td>helm ls</td><td>List of Helm charts</td></tr><tr><td>helm history</td><td>Fetch a release history</td></tr></tbody></table></div><footer class="theme-doc-footer docusaurus-mt-lg"><div class="slackUtm_uoBr"><div class="slackUtm_uoBr"><hr>Need more help? 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