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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 to GCP</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>GCP setup guide</h1><p>The following is a set of instructions to quickstart DataHub on GCP Google Kubernetes Engine (GKE). Note, the guide
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assumes that you do not have a kubernetes cluster set up. If you are deploying DataHub to an existing cluster, please
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skip the corresponding sections.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="prerequisites">Prerequisites<a href="#prerequisites" class="hash-link" aria-label="Direct link to Prerequisites" title="Direct link to Prerequisites"></a></h2><p>This guide requires the following tools:</p><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 Helm 3.</li><li><a href="https://cloud.google.com/sdk/docs/install" target="_blank" rel="noopener noreferrer">gcloud</a> to manage GCP resources</li></ul><p>Follow the
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following <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/creating-a-zonal-cluster#before_you_begin" target="_blank" rel="noopener noreferrer">guide</a> to
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correctly set up Google Cloud SDK.</p><p>After setting up, run <code>gcloud services enable container.googleapis.com</code> to make sure GKE service is enabled.</p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="start-up-a-kubernetes-cluster-on-gke">Start up a kubernetes cluster on GKE<a href="#start-up-a-kubernetes-cluster-on-gke" class="hash-link" aria-label="Direct link to Start up a kubernetes cluster on GKE" title="Direct link to Start up a kubernetes cluster on GKE"></a></h2><p>Let’s follow this <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/creating-a-zonal-cluster" target="_blank" rel="noopener noreferrer">guide</a> to create a
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||
new cluster using gcloud. Run the following command with cluster-name set to the cluster name of choice, and zone set to
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the GCP zone you are operating on.</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">gcloud container clusters create <<cluster-name>> \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> --zone <<zone>> \</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain"> -m e2-standard-2</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 command will provision a GKE cluster powered by 3 e2-standard-2 (2 CPU, 8GB RAM) nodes.</p><p>If you are planning to run the storage layer (MySQL, Elasticsearch, Kafka) as pods in the cluster, you need at least 3
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||
nodes with the above specs. If you decide to use managed storage services, you can reduce the number of nodes or use
|
||
m3.medium nodes to save cost. Refer to
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||
this <a href="https://cloud.google.com/kubernetes-engine/docs/how-to/creating-a-regional-cluster" target="_blank" rel="noopener noreferrer">guide</a> for creating a regional
|
||
cluster for better robustness.</p><p>Run <code>kubectl get nodes</code> to confirm that the cluster has been setup correctly. You should get results like 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 STATUS ROLES AGE VERSION</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">gke-datahub-default-pool-e5be7c4f-8s97 Ready <none> 34h v1.19.10-gke.1600</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">gke-datahub-default-pool-e5be7c4f-d68l Ready <none> 34h v1.19.10-gke.1600</span><br></span><span class="token-line" style="color:#bfc7d5"><span class="token plain">gke-datahub-default-pool-e5be7c4f-rksj Ready <none> 34h v1.19.10-gke.1600</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><h2 class="anchor anchorWithStickyNavbar_LWe7" id="setup-datahub-using-helm">Setup DataHub using Helm<a href="#setup-datahub-using-helm" class="hash-link" aria-label="Direct link to Setup DataHub using Helm" title="Direct link to Setup DataHub using Helm"></a></h2><p>Once the kubernetes cluster has been set up, you can deploy DataHub and it’s prerequisites using helm. Please follow the
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steps in this <a href="/docs/deploy/kubernetes">guide</a></p><h2 class="anchor anchorWithStickyNavbar_LWe7" id="expose-endpoints-using-gke-ingress-controller">Expose endpoints using GKE ingress controller<a href="#expose-endpoints-using-gke-ingress-controller" class="hash-link" aria-label="Direct link to Expose endpoints using GKE ingress controller" title="Direct link to Expose endpoints using GKE ingress controller"></a></h2><p>Now that all the pods are up and running, you need to expose the datahub-frontend end point by setting
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up <a href="https://kubernetes.io/docs/concepts/services-networking/ingress/" target="_blank" rel="noopener noreferrer">ingress</a>. Easiest way to set up ingress is to use
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||
the GKE page on <a href="https://console.cloud.google.com/kubernetes/discovery" target="_blank" rel="noopener noreferrer">GCP website</a>.</p><p>Once all deploy is successful, you should see a page like below in the "Services & Ingress" tab on the left.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/services_ingress.png" class="img_ev3q"></p><p>Tick the checkbox for datahub-datahub-frontend and click "CREATE INGRESS" button. You should land on the following page.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/ingress1.png" class="img_ev3q"></p><p>Type in an arbitrary name for the ingress and click on the second step "Host and path rules". You should land on the
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following page.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/ingress2.png" class="img_ev3q"></p><p>Select "datahub-datahub-frontend" in the dropdown menu for backends, and then click on "ADD HOST AND PATH RULE" button.
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In the second row that got created, add in the host name of choice (here gcp.datahubproject.io) and select
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"datahub-datahub-frontend" in the backends dropdown.</p><p>This step adds the rule allowing requests from the host name of choice to get routed to datahub-frontend service. Click
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||
on step 3 "Frontend configuration". You should land on the following page.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/ingress3.png" class="img_ev3q"></p><p>Choose HTTPS in the dropdown menu for protocol. To enable SSL, you need to add a certificate. If you do not have one,
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||
you can click "CREATE A NEW CERTIFICATE" and input the host name of choice. GCP will create a certificate for you.</p><p>Now press "CREATE" button on the left to create ingress! After around 5 minutes, you should see the following.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/ingress_ready.png" class="img_ev3q"></p><p>In your domain provider, add an A record for the host name set above using the IP address on the ingress page (noted
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with the red box). Once DNS updates, you should be able to access DataHub through the host name!!</p><p>Note, ignore the warning icon next to ingress. It takes about ten minutes for ingress to check that the backend service
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||
is ready and show a check mark as follows. However, ingress is fully functional once you see the above page.</p><p align="center"><img loading="lazy" width="70%" src="https://raw.githubusercontent.com/datahub-project/static-assets/main/imgs/gcp/ingress_final.png" class="img_ev3q"></p></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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