<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0"><channel><title>Pulumi Blog: Digitalocean</title><link>https://www.pulumi.com/blog/tag/digitalocean/</link><description>Pulumi blog posts: Digitalocean.</description><language>en-us</language><pubDate>Fri, 11 Mar 2022 00:00:00 +0000</pubDate><item><title>Deploy MERN Stack on DigitalOcean with Pulumi [Guide]</title><link>https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/</link><pubDate>Fri, 11 Mar 2022 00:00:00 +0000</pubDate><guid>https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/</guid><description>
&lt;img src="https://www.pulumi.com/images/generated/blog/fullstack-pulumi-mern-stack-digitalocean/index.png" /&gt;
&lt;p&gt;As a developer, I get lots of ideas for web apps&amp;mdash;little things, mostly: nifty ways to keep track of my kids&amp;rsquo; allowances, habit trackers, shopping lists. Most of them, however, never see the light of day, and not just because I&amp;rsquo;m lazy; I also tend to get hung up trying to decide what to use for the technology stack.&lt;/p&gt;
&lt;p&gt;And as a JavaScript developer, I certainly have options&amp;mdash;too many, in fact, and that&amp;rsquo;s part of the problem. Having roughly a hundred and fifty million libraries and frameworks to choose from is definitely better than having none, but at the same time, all that choice can make the actual choosing rather difficult. Which is why, when I just want to get something done, I&amp;rsquo;ll often reach for a combination of tools known as &lt;a href="https://www.mongodb.com/mern-stack"&gt;the MERN stack&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;MERN-stack apps are three-tier web apps built with &lt;a href="https://www.mongodb.com/"&gt;MongoDB&lt;/a&gt;, &lt;a href="https://expressjs.com/"&gt;Express&lt;/a&gt;, &lt;a href="https://reactjs.org/"&gt;React&lt;/a&gt;, and &lt;a href="https://nodejs.org/"&gt;Node.js&lt;/a&gt;. You can read all about them &lt;a href="https://www.mongodb.com/mern-stack"&gt;in the MongoDB docs&lt;/a&gt;, but the gist is that they allow you use one language&amp;mdash;JavaScript (or TypeScript, if you like)&amp;mdash;to manage all three layers of the application stack: the front end as a single-page app built statically with React, the back end as a REST API managed with Express, and the database as a collection of JSON-like documents with MongoDB. MERN might not &lt;em&gt;always&lt;/em&gt; the right tool for the job, but for the kinds of apps I tend to find myself building, it generally works out pretty well.&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/tiers.png" alt="The tiers of a typical web application: front end, back end, and database"&gt;&lt;/p&gt;
&lt;p&gt;Still, once I&amp;rsquo;m &lt;em&gt;finished&lt;/em&gt; building my app, I&amp;rsquo;m often faced with a whole other problem: figuring out how to get the app off of my laptop and onto the web.&lt;/p&gt;
&lt;p&gt;The cloud hasn&amp;rsquo;t made this an easy task for developers. Choosing a cloud provider, deciding which resources to use (and how to use them), setting up networking, debugging permissions, navigating billing, and all the rest, can be overwhelming&amp;mdash;and that&amp;rsquo;s before you&amp;rsquo;ve given a single thought to anything having to do with automation or &lt;a href="https://www.pulumi.com/what-is/what-is-infrastructure-as-code/"&gt;infrastructure as code&lt;/a&gt;. What we want, I think, is to be able to focus on our apps, and when we&amp;rsquo;re ready to ship, push our code to a repository and wait patiently for a URL to emerge that we can paste into a browser and have everything &lt;em&gt;just work&lt;/em&gt;.&lt;/p&gt;
&lt;p&gt;Which is why I was so delighted when I discovered &lt;a href="https://www.digitalocean.com/products/app-platform"&gt;DigitalOcean&amp;rsquo;s App Platform&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;If you&amp;rsquo;ve used DigitalOcean before, you know it&amp;rsquo;s all about making infrastructure more accessible to developers. What you may not know, though, or at least I didn&amp;rsquo;t myself until recently, is that you can do a lot more with DigitalOcean than just &lt;a href="https://www.digitalocean.com/products/droplets"&gt;virtual machines&lt;/a&gt;. A &lt;a href="https://www.digitalocean.com/blog/introducing-digitalocean-app-platform-reimagining-paas-to-make-it-simpler-for-you-to-build-deploy-and-scale-apps"&gt;fairly new&lt;/a&gt;, fully-managed platform service (think &lt;a href="https://heroku.com"&gt;Heroku&lt;/a&gt;), App Platform gives you a set of high-level abstractions built to align with the tiers of a typical web application, which means you can focus on what you care about most&amp;mdash;your app&amp;mdash;and leave the infrastructure and its management to someone else. It&amp;rsquo;s a compelling option for anyone looking to deploy and manage any web application (MERN or otherwise), and as you&amp;rsquo;ll see, with Pulumi and a little bit of code, you can easily do so without ever having to leave the comfort of your IDE.&lt;/p&gt;
&lt;p&gt;So let&amp;rsquo;s build ourselves a MERN app and deploy it on DigitalOcean with Pulumi. Given the goal is to focus primarily on the infrastructure and how to code it, we&amp;rsquo;ll start with a pre-baked web application (a simple grocery list), and we&amp;rsquo;ll map its tiers to App Platform constructs and wire everything up with Pulumi.&lt;/p&gt;
&lt;h2 id="setting-up"&gt;First steps: setting up&lt;/h2&gt;
&lt;p&gt;The code for this walkthrough is &lt;a href="https://github.com/pulumi/fullstack-pulumi-mern-digitalocean"&gt;available as a template repository on GitHub&lt;/a&gt;, so if you want to follow along (and you should!), you should grab a copy of your own to work with by forking the repository or creating a new one from the template. Once you&amp;rsquo;ve done that, you should also:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;a href="https://github.com/pulumi/fullstack-pulumi-mern-digitalocean"&gt;Clone the repository&lt;/a&gt; to your local machine.&lt;/li&gt;
&lt;li&gt;&lt;a href="https://www.pulumi.com/docs/install/"&gt;Install Pulumi&lt;/a&gt; and &lt;a href="https://nodejs.org/"&gt;Node.js&lt;/a&gt;.&lt;/li&gt;
&lt;li&gt;&lt;a href="https://cloud.digitalocean.com/"&gt;Sign into DigitalOcean&lt;/a&gt; and obtain a &lt;a href="https://cloud.digitalocean.com/account/api/tokens"&gt;personal access token&lt;/a&gt; with read-write permissions.&lt;/li&gt;
&lt;li&gt;Grant DigitalOcean access to your GitHub repository by &lt;a href="https://cloud.digitalocean.com/apps"&gt;visiting the Apps page&lt;/a&gt;, choosing Create App, and following the steps to install DigitalOcean&amp;rsquo;s GitHub app.&lt;/li&gt;
&lt;li&gt;Optionally, if you&amp;rsquo;d like to develop the application locally as well, &lt;a href="https://docs.mongodb.com/manual/tutorial/install-mongodb-on-os-x/"&gt;install and configure MongoDB Community Edition&lt;/a&gt;.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;One thing to note: Since we&amp;rsquo;ll be provisioning real DigitalOcean resources, there&amp;rsquo;s a chance you could incur a slight cost for what you use. However, as we&amp;rsquo;ll be using the least expensive plan settings available, and tearing everything down when we&amp;rsquo;re through, that cost shouldn&amp;rsquo;t amount to more than a few pennies or so.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s get started.&lt;/p&gt;
&lt;h2 id="cloning-and-inspecting-the-repository"&gt;Cloning and inspecting the repository&lt;/h2&gt;
&lt;p&gt;Once you&amp;rsquo;ve cloned your copy of the template repository and navigated to the root, you&amp;rsquo;ll see a couple of files and folders that look something like this:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;├── frontend
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;├── backend
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;└── package.json
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The &lt;code&gt;frontend&lt;/code&gt; folder contains the React application, and its job is to render the list of groceries and give you something to interact with (to add items, check them off, delete them, and so on). The scaffolding for the app was generated with a tool called &lt;a href="https://vitejs.dev/"&gt;Vite&lt;/a&gt;, and all of its logic&amp;mdash;form fields, click handlers, API calls, etc.&amp;mdash;is contained in &lt;code&gt;src/App.tsx&lt;/code&gt;.&lt;/p&gt;
&lt;p&gt;The &lt;code&gt;backend&lt;/code&gt; folder contains the Express application that defines the REST API. It sets up four API &lt;a href="https://expressjs.com/en/guide/routing.html"&gt;routes&lt;/a&gt; to handle the &lt;a href="https://en.wikipedia.org/wiki/Create,_read,_update_and_delete"&gt;CRUD&lt;/a&gt; operations you&amp;rsquo;d expect in an app like this one:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;GET /api/items&lt;/code&gt; fetches all items from the database and returns them as a JSON array.&lt;/li&gt;
&lt;li&gt;&lt;code&gt;POST /api/items&lt;/code&gt; accepts a new item and writes it to the database.&lt;/li&gt;
&lt;li&gt;&lt;code&gt;PUT /api/items/:id&lt;/code&gt; updates an existing item (to toggle its checked/unchecked status).&lt;/li&gt;
&lt;li&gt;&lt;code&gt;DELETE /api/items/:id&lt;/code&gt; deletes an item from the database.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;The back end supports three configurable properties as well, all of which are exposed as optional environment variables:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;&lt;code&gt;BACKEND_SERVICE_PORT&lt;/code&gt;, which defaults to &lt;code&gt;8000&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;BACKEND_ROUTE_PREFIX&lt;/code&gt;, which defaults to &lt;code&gt;/api&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;&lt;code&gt;DATABASE_URL&lt;/code&gt;, which defaults to &lt;code&gt;mongodb://127.0.0.1&lt;/code&gt; for local development&lt;/li&gt;
&lt;/ul&gt;
&lt;h2 id="running-the-application-locally-optional"&gt;Running the application locally (optional)&lt;/h2&gt;
&lt;p&gt;You don&amp;rsquo;t have to do this, but if you&amp;rsquo;d like to, here&amp;rsquo;s how. After &lt;a href="https://docs.mongodb.com/manual/administration/install-community/"&gt;installing MongoDB and starting the service&lt;/a&gt; (which should be listening by default on port &lt;code&gt;27107&lt;/code&gt;), you can install all front-end and back-end dependencies and start the development server:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ npm install
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ npm start
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;With the development server running, you can browse to &lt;a href="http://localhost:3000"&gt;http://localhost:3000&lt;/a&gt; and see the app:&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/localhost.png" alt="The application running in a browser on localhost"&gt;&lt;/p&gt;
&lt;p&gt;The front-end and back-end dev servers are set up to compile your TypeScript to JavaScript automatically, and the front-end server is configured to proxy the back-end service (which runs at &lt;code&gt;http://localhost:8000&lt;/code&gt;) at a root-relative path of &lt;code&gt;/api&lt;/code&gt;. Proxying the API in this way lets you avoid having to wrestle with &lt;a href="https://developer.mozilla.org/en-US/docs/Web/HTTP/CORS"&gt;CORS&lt;/a&gt;-related issues, and as you&amp;rsquo;ll see when we deploy to DigitalOcean later, App Platform conveniently supports the same configuration out of the box.&lt;/p&gt;
&lt;p&gt;Try adding a few items and marking them off, just to make sure everything&amp;rsquo;s working as expected. If you&amp;rsquo;ve got a MongoDB client installed as well&amp;mdash;I generally use &lt;a href="https://www.mongodb.com/products/compass"&gt;MongoDB Compass&lt;/a&gt;&amp;mdash;you should be able to find the &lt;code&gt;grocery-list&lt;/code&gt; database and see the &lt;code&gt;items&lt;/code&gt; collection filling up with delicious foods:&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/localhost-db.png" alt="MongoDB Compass, showing the grocery-list database and the items collection"&gt;&lt;/p&gt;
&lt;p&gt;Now let&amp;rsquo;s have a look at how to go about deploying this stuff.&lt;/p&gt;
&lt;h2 id="charting-a-course"&gt;Charting a course&lt;/h2&gt;
&lt;p&gt;Earlier I mentioned that every cloud provider handles application deployment a little differently, sometimes in multiple ways, and that&amp;rsquo;s true for DigitalOcean as well. You &lt;em&gt;could&lt;/em&gt; deploy the front end as a &lt;a href="https://www.digitalocean.com/products/spaces"&gt;DigitalOcean Space&lt;/a&gt;, or both the front end and back end (and even the database) as a &lt;a href="https://www.digitalocean.com/products/droplets"&gt;DigitalOcean Droplet&lt;/a&gt;. But given the shape of this application, the best fit is really is &lt;a href="https://docs.digitalocean.com/products/app-platform/concepts/"&gt;App Platform&lt;/a&gt;, for several reasons.&lt;/p&gt;
&lt;p&gt;One is that because App Platform apps are comprised of these high-level &lt;a href="https://docs.digitalocean.com/products/app-platform/concepts/"&gt;&lt;em&gt;components&lt;/em&gt;&lt;/a&gt;&amp;mdash;abstractions like &lt;a href="https://docs.digitalocean.com/products/app-platform/how-to/manage-static-sites/"&gt;static site&lt;/a&gt;, &lt;a href="https://docs.digitalocean.com/products/app-platform/how-to/manage-services/"&gt;service&lt;/a&gt;, and &lt;a href="https://docs.digitalocean.com/products/app-platform/how-to/manage-databases/"&gt;database&lt;/a&gt;&amp;mdash;it&amp;rsquo;s pretty much purpose-built for an application like this one, and DigitalOcean customizes the deployment of each component based on its type. Static websites are distributed and cached on DigitalOcean&amp;rsquo;s CDN, services are packaged and delivered as containers (with its &lt;a href="https://www.digitalocean.com/products/kubernetes"&gt;Kubernetes&lt;/a&gt; platform), and databases are deployed as configurable managed services. All of this means you&amp;rsquo;re not only able to stay focused on the application itself, but you&amp;rsquo;re able to scale each one of these components up or down however you like, and even delegate your front-end and back-end build processes to DigitalOcean to be handled in response to commits on one or more external Git repositories.&lt;/p&gt;
&lt;p&gt;App Platform apps can be configured in one of two ways: manually, by configuring their components individually in the DigitalOcean web console, or programmatically, in the form of an App Platform &lt;a href="https://docs.digitalocean.com/products/app-platform/reference/app-spec/"&gt;&lt;em&gt;spec&lt;/em&gt;&lt;/a&gt;, a JSON document submitted over DigitalOcean&amp;rsquo;s &lt;a href="https://docs.digitalocean.com/reference/api/api-reference/#tag/Apps"&gt;REST API&lt;/a&gt;. In our case, we&amp;rsquo;ll indirectly go the latter route, using Pulumi with the &lt;a href="https://www.pulumi.com/registry/packages/digitalocean/"&gt;DigitalOcean provider package&lt;/a&gt; to define an app spec comprised of three components:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;A &lt;code&gt;staticSite&lt;/code&gt; component mapped to the &lt;code&gt;frontend&lt;/code&gt; folder&lt;/li&gt;
&lt;li&gt;A &lt;code&gt;service&lt;/code&gt; component mapped to the &lt;code&gt;backend&lt;/code&gt; folder&lt;/li&gt;
&lt;li&gt;A &lt;code&gt;database&lt;/code&gt; component mapped to a managed MongoDB cluster (which we&amp;rsquo;ll also configure to be accessible only by the &lt;code&gt;service&lt;/code&gt; component)&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/mapped-tiers.png" alt="Front end, back end, and database tiers mapped to their corresponding App Platform components"&gt;&lt;/p&gt;
&lt;p&gt;And once deployed, it&amp;rsquo;ll all be available at a single DigitalOcean-provided URL.&lt;/p&gt;
&lt;p&gt;Let&amp;rsquo;s begin by creating new Pulumi project.&lt;/p&gt;
&lt;h2 id="creating-the-project"&gt;Creating the project&lt;/h2&gt;
&lt;p&gt;In the root of the repository, make a new folder called &lt;code&gt;infra&lt;/code&gt;, change to it, then run &lt;code&gt;pulumi new&lt;/code&gt; using the &lt;code&gt;digitalocean&lt;/code&gt; &lt;a href="https://github.com/pulumi/templates"&gt;project template&lt;/a&gt;:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ mkdir infra &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nb"&gt;cd&lt;/span&gt; infra
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi new digitalocean-typescript
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ mkdir infra &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nb"&gt;cd&lt;/span&gt; infra
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi new digitalocean-python
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;At the prompts, use the following values:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;For project name, use &lt;code&gt;grocery-list&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;For description, use &lt;code&gt;Deploying a MERN-stack app on DigitalOcean&lt;/code&gt;&lt;/li&gt;
&lt;li&gt;For stack name, use &lt;code&gt;dev&lt;/code&gt;, the default&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;When the command completes, you&amp;rsquo;ll have a new &lt;a href="https://www.pulumi.com/docs/concepts/stack/"&gt;Pulumi stack&lt;/a&gt;, but you&amp;rsquo;ll still have a few things to configure. For one, the Pulumi DigitalOcean provider needs to be &lt;a href="https://www.pulumi.com/registry/packages/digitalocean/installation-configuration/"&gt;configured&lt;/a&gt; to communicate with DigitalOcean on your behalf (to provision your app and its various resources). For this, you can use the access token you obtained &lt;a href="#setting-up"&gt;earlier&lt;/a&gt; from the DigitalOcean console, and you can apply it by setting a single environment variable:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ &lt;span class="nb"&gt;export&lt;/span&gt; &lt;span class="nv"&gt;DIGITALOCEAN_TOKEN&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;your-access-token&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Also, since one of our goals is to have App Platform deploy automatically on every GitHub commit, you&amp;rsquo;ll need to tell DigitalOcean where to find the source code for your front- and back-end components. You &lt;em&gt;could&lt;/em&gt; bake these settings right into the Pulumi program itself, but it&amp;rsquo;d be better to apply them as stack-specific configuration settings, as that&amp;rsquo;d let you deploy to different stacks later (say, in CI) based on the branch of the commit. Everyone does this a little differently, so for now, let&amp;rsquo;s configure the currently selected stack (which should be &lt;code&gt;dev&lt;/code&gt;) to use the default branch of your GitHub repository:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi config &lt;span class="nb"&gt;set&lt;/span&gt; repo &lt;span class="s2"&gt;&amp;#34;your-github-org/your-github-repo&amp;#34;&lt;/span&gt; &lt;span class="c1"&gt;# e.g., cnunciato/fullstack-pulumi-mern-digitalocean&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi config &lt;span class="nb"&gt;set&lt;/span&gt; branch &lt;span class="s2"&gt;&amp;#34;your-main-branch&amp;#34;&lt;/span&gt; &lt;span class="c1"&gt;# e.g., main&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;With these values in place, you&amp;rsquo;re ready to start writing the program.&lt;/p&gt;
&lt;div class="note note-info"&gt;
&lt;div class="icon-and-line"&gt;
&lt;svg xmlns="http://www.w3.org/2000/svg" class="ph-icon ph-icon--fill" fill="currentColor" aria-hidden="true" focusable="false"&gt;&lt;use href="https://www.pulumi.com/icons/sprite.21047dcd83825f0caafb78a6fd28628a694219e6b6824f6b3e24ee3147bac331.svg#p-info-fill"/&gt;&lt;/svg&gt;
&lt;div class="line"&gt;&lt;/div&gt;
&lt;/div&gt;
&lt;div class="content"&gt;App Platform also supports GitLab and other Git-based repositories as well. See the &lt;a href="https://docs.digitalocean.com/products/app-platform/reference/app-spec/"&gt;App Specification docs&lt;/a&gt; for details.&lt;/div&gt;
&lt;/div&gt;
&lt;h2 id="writing-the-program"&gt;Writing the program&lt;/h2&gt;
&lt;p&gt;In your IDE of choice, open &lt;pulumi-chooser type="language" options="javascript,typescript,python,go,csharp,fsharp,visualbasic,java,yaml,hcl" option-style="none" class="inline"&gt;
&lt;pulumi-choosable type="language" value="javascript"&gt;&lt;code&gt;index.js&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="typescript"&gt;&lt;code&gt;index.ts&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="python"&gt;&lt;code&gt;&lt;strong&gt;main&lt;/strong&gt;.py&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="go"&gt;&lt;code&gt;main.go&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="csharp"&gt;&lt;code&gt;Program.cs&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="fsharp"&gt;&lt;code&gt;Program.fs&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="visualbasic"&gt;&lt;code&gt;Program.vb&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="java"&gt;&lt;code&gt;App.java&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="yaml"&gt;&lt;code&gt;Pulumi.yaml&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;pulumi-choosable type="language" value="hcl"&gt;&lt;code&gt;main.tf&lt;/code&gt;&lt;/pulumi-choosable&gt;
&lt;/pulumi-chooser&gt;
and replace the sample code with the following lines to import the Pulumi and DigitalOcean SDKs and the configuration values you just set, and add a line to specify the &lt;a href="https://docs.digitalocean.com/products/platform/availability-matrix/"&gt;DigitalOcean region&lt;/a&gt; to deploy into:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;import&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="kr"&gt;as&lt;/span&gt; &lt;span class="nx"&gt;pulumi&lt;/span&gt; &lt;span class="kr"&gt;from&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;@pulumi/pulumi&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;import&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="kr"&gt;as&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt; &lt;span class="kr"&gt;from&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;@pulumi/digitalocean&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// Our stack-specific configuration.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;config&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;pulumi&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Config&lt;/span&gt;&lt;span class="p"&gt;();&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;repo&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="kr"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;repo&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;branch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;config&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="kr"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;branch&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// The DigitalOcean region to deploy into.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;region&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Region&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;SFO3&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-python" data-lang="python"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pulumi&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kn"&gt;import&lt;/span&gt; &lt;span class="nn"&gt;pulumi_digitalocean&lt;/span&gt; &lt;span class="k"&gt;as&lt;/span&gt; &lt;span class="nn"&gt;digitalocean&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# Our stack-specific configuration.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;config&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;pulumi&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Config&lt;/span&gt;&lt;span class="p"&gt;()&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;repo&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;config&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;repo&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;branch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;config&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;require&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;branch&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# The DigitalOcean region to deploy into.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;region&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;Region&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;SFO3&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;Next, add a few lines to &lt;a href="https://docs.digitalocean.com/products/databases/mongodb/how-to/create/"&gt;declare the managed MongoDB cluster&lt;/a&gt;. We&amp;rsquo;ll use just one node for now&amp;mdash;additional replica nodes can easily be added later by increasing the &lt;code&gt;nodeCount&lt;/code&gt; value&amp;mdash;and go with the least expensive &lt;a href="https://www.digitalocean.com/pricing#managed-databases"&gt;performance settings&lt;/a&gt;:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// ...
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// Our MongoDB cluster (currently just one node).
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;cluster&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;DatabaseCluster&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;cluster&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;engine&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;mongodb&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;version&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;5&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;size&lt;/span&gt;: &lt;span class="kt"&gt;digitalocean.DatabaseSlug.DB_1VPCU1GB&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;nodeCount&lt;/span&gt;: &lt;span class="kt"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// The database we&amp;#39;ll use for our grocery list.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;db&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;DatabaseDb&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;db&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;grocery-list&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;clusterId&lt;/span&gt;: &lt;span class="kt"&gt;cluster.id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-python" data-lang="python"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ...&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# Our MongoDB cluster (currently just one node).&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;cluster&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseCluster&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;cluster&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseClusterArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;engine&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;mongodb&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;version&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;5&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;region&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;size&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseSlug&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;D_B_1_VPCU1_GB&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;node_count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# The database we&amp;#39;ll use for our grocery list.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;db&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseDb&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;db&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseDbArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;grocery-list&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;cluster_id&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cluster&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;Now for the App Platform spec itself. Notice the &lt;code&gt;digitalocean.App&lt;/code&gt; resource takes just one argument, &lt;code&gt;spec&lt;/code&gt;, which defines all three of the components of the app: static site, service, and database. Both the static site and the service are configured to use the same GitHub repository (the &lt;code&gt;sourceDir&lt;/code&gt; properties indicate their folders within the repository), and both are configured (via the &lt;code&gt;deployOnPush&lt;/code&gt; flag) to be rebuilt and redeployed by DigitalOcean on every commit.&lt;/p&gt;
&lt;p&gt;The service has a few additional settings that you can use to manage its runtime behavior and deployment topology as well. As in development, we&amp;rsquo;ll configure the service to listen on port 8000 and be available at &lt;code&gt;/api&lt;/code&gt;&amp;mdash;the entire app will ultimately be proxied transparently by an &lt;a href="https://docs.digitalocean.com/glossary/load-balancer/#load-balancers/"&gt;App Platform load balancer&lt;/a&gt;&amp;mdash;and it&amp;rsquo;ll be powered by just one container instance, again using the least expensive &lt;a href="https://docs.digitalocean.com/products/app-platform/"&gt;performance settings&lt;/a&gt;:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// ...
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// The App Platform spec that defines our grocery list.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;app&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;App&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;app&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;spec&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;grocery-list&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;region&lt;/span&gt;: &lt;span class="kt"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// The React front end.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;staticSites&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;frontend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;github&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;repo&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;branch&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;deployOnPush&lt;/span&gt;: &lt;span class="kt"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;sourceDir&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/frontend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;buildCommand&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm install &amp;amp;&amp;amp; npm run build&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;outputDir&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/dist&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// The Express back end.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;services&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;backend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;github&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;repo&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;branch&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;deployOnPush&lt;/span&gt;: &lt;span class="kt"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;sourceDir&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/backend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;buildCommand&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm install &amp;amp;&amp;amp; npm run build&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;runCommand&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm start&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;httpPort&lt;/span&gt;: &lt;span class="kt"&gt;8000&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;routes&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;path&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/api&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;preservePathPrefix&lt;/span&gt;: &lt;span class="kt"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;instanceSizeSlug&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;basic-xxs&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;instanceCount&lt;/span&gt;: &lt;span class="kt"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// To connect to MongoDB, the service needs a DATABASE_URL, which
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// is conveniently exposed as an environment variable thanks to its
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// membership in this app spec (below).
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;envs&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;key&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;DATABASE_URL&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;scope&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;RUN_AND_BUILD_TIME&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;value&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;${db.DATABASE_URL}&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// Include the MongoDB cluster as an integrated App Platform component.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;databases&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// The name `db` defines the prefix of the tokens used (above) to
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// read the environment variables exposed by the database cluster.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;db&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// MongoDB clusters are only available in &amp;#34;production&amp;#34; mode.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// https://docs.digitalocean.com/products/app-platform/how-to/manage-databases/
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;production&lt;/span&gt;: &lt;span class="kt"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// A reference to the `DatabaseCluster` we declared above.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;clusterName&lt;/span&gt;: &lt;span class="kt"&gt;cluster.name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// The engine value must be uppercase, so we transform it with JS.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;engine&lt;/span&gt;: &lt;span class="kt"&gt;cluster.engine.apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="nx"&gt;engine&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;engine&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;toUpperCase&lt;/span&gt;&lt;span class="p"&gt;()),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-python" data-lang="python"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ...&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# The App Platform spec that defines our grocery list.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;app&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;App&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;app&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;spec&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;grocery-list&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;region&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# The React front end.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;static_sites&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecStaticSiteArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;frontend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;github&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecJobGithubArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;repo&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;repo&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;branch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;branch&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;deploy_on_push&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;True&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;source_dir&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/frontend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;build_command&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm install &amp;amp;&amp;amp; npm run build&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;output_dir&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/dist&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# The Express back end.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;services&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecServiceArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;backend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;github&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecJobGithubArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;repo&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;repo&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;branch&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;branch&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;deploy_on_push&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;True&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;source_dir&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/backend&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;build_command&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm install &amp;amp;&amp;amp; npm run build&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;run_command&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;npm start&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;http_port&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;8000&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;routes&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecServiceRouteArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;path&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;/api&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;preserve_path_prefix&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;True&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;instance_size_slug&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;basic-xxs&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;instance_count&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;1&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# To connect to MongoDB, the service needs a DATABASE_URL, which&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# is conveniently exposed as an environment variable because the&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# database belongs to the app (see below).&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;envs&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecServiceEnvArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;key&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;DATABASE_URL&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;scope&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;RUN_AND_BUILD_TIME&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;$&lt;/span&gt;&lt;span class="si"&gt;{db.DATABASE_URL}&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# Include the MongoDB cluster as an integrated App Platform component.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;databases&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;AppSpecDatabaseArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# The `db` name defines the prefix of the tokens used (above) to&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# read the environment variables exposed by the database cluster.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;db&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# MongoDB clusters are only available in &amp;#34;production&amp;#34; mode.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# https://docs.digitalocean.com/products/app-platform/concepts/database/&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;production&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="kc"&gt;True&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# A reference to the managed cluster we declared above.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;cluster_name&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cluster&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;# The engine value must be uppercase, so we transform it with Python.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;engine&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cluster&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;engine&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;apply&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;lambda&lt;/span&gt; &lt;span class="n"&gt;engine&lt;/span&gt;&lt;span class="p"&gt;:&lt;/span&gt; &lt;span class="n"&gt;engine&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;upper&lt;/span&gt;&lt;span class="p"&gt;())&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;Technically that&amp;rsquo;s all we need to configure the application&amp;mdash;but it wouldn&amp;rsquo;t be a bad idea to add one last thing.&lt;/p&gt;
&lt;p&gt;By default, managed MongoDB clusters are configured to be publicly accessible&amp;mdash;which is great if you need to be able to connect one yourself, but not so great as a strategy for preventing internet miscreants from doing the same. You can fix this easily by adding a &lt;code&gt;DatabaseFirewall&lt;/code&gt; resource to declare the app as a &lt;a href="https://docs.digitalocean.com/products/app-platform/how-to/manage-databases/"&gt;&lt;em&gt;trusted source&lt;/em&gt;&lt;/a&gt;, thereby rejecting all inbound traffic originating from elsewhere:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// ...
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// Adding a database firewall setting grants access solely to our app.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;trustedSource&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;DatabaseFirewall&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;trusted-source&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;clusterId&lt;/span&gt;: &lt;span class="kt"&gt;cluster.id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;rules&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="kr"&gt;type&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;app&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;value&lt;/span&gt;: &lt;span class="kt"&gt;app.id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-python" data-lang="python"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ...&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# Adding a database firewall setting restricts access solely to our app.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;trusted_source&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseFirewall&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;trusted-source&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseFirewallArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;cluster_id&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;cluster&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;rules&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;digitalocean&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;DatabaseFirewallRuleArgs&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nb"&gt;type&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;app&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="n"&gt;value&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="n"&gt;app&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;id&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;))&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;And finally, add one last line to export the app URL, to be generated by DigitalOcean, as a Pulumi &lt;a href="https://www.pulumi.com/docs/concepts/inputs-outputs/"&gt;stack output&lt;/a&gt;:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// ...
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// The DigitalOcean-assigned URL for our app.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;export&lt;/span&gt; &lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt; &lt;span class="nx"&gt;liveUrl&lt;/span&gt; &lt;span class="p"&gt;}&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-python" data-lang="python"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ...&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# The DigitalOcean-assigned URL for our app.&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="n"&gt;pulumi&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;export&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;liveUrl&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="n"&gt;app&lt;/span&gt;&lt;span class="o"&gt;.&lt;/span&gt;&lt;span class="n"&gt;live_url&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;With that, you&amp;rsquo;re ready to deploy.&lt;/p&gt;
&lt;h2 id="deploying"&gt;Deploying&lt;/h2&gt;
&lt;p&gt;Quickly, to recap, here&amp;rsquo;s what we&amp;rsquo;ve done so far:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;We took a pre-baked MERN app configured to run on &lt;code&gt;localhost&lt;/code&gt;.&lt;/li&gt;
&lt;li&gt;We mapped the tiers of that app to their corresponding App Platform components.&lt;/li&gt;
&lt;li&gt;We wrote a Pulumi program to codify that mapping as an App Platform spec and a managed MongoDB cluster to go along with it.&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;When you deploy this app in a moment with &lt;a href="https://www.pulumi.com/docs/iac/cli/commands/pulumi_up"&gt;&lt;code&gt;pulumi up&lt;/code&gt;&lt;/a&gt;, Pulumi will provision a new MongoDB cluster (which usually takes a few minutes), and then once that&amp;rsquo;s available, DigitalOcean will take our spec and use it to fetch the components of the app from GitHub at the specified branch and build them. From that point forward, any commit you make to that branch will trigger DigitalOcean to fetch, rebuild, and redeploy the app automatically.&lt;/p&gt;
&lt;p&gt;Make sure you&amp;rsquo;ve installed the DigitalOcean GitHub app as described above&amp;mdash;you should see it listed at &lt;a href="https://github.com/settings/installations"&gt;https://github.com/settings/installations&lt;/a&gt;:&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/digitalocean-github-app.png" alt="The Applications tab on GitHub, showing the DigitalOcean app installed"&gt;&lt;/p&gt;
&lt;p&gt;Now return to the command line and run &lt;code&gt;pulumi up&lt;/code&gt;:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi up
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Previewing update &lt;span class="o"&gt;(&lt;/span&gt;dev&lt;span class="o"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;View Live: https://app.pulumi.com/cnunciato/grocery-list/dev/previews/605bf32a-95b1-4221-bc35-0e667b30f38a
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Type Name Plan
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + pulumi:pulumi:Stack grocery-list-dev create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:DatabaseCluster cluster create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:DatabaseDb db create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:App app create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + └─ digitalocean:index:DatabaseFirewall trusted-source create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Resources:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + &lt;span class="m"&gt;5&lt;/span&gt; to create
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Do you want to perform this update?
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&amp;gt; yes
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Updating &lt;span class="o"&gt;(&lt;/span&gt;dev&lt;span class="o"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;View Live: https://app.pulumi.com/cnunciato/grocery-list/dev/updates/1
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Type Name Status
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; pulumi:pulumi:Stack grocery-list-dev
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:App app created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + └─ digitalocean:index:DatabaseFirewall trusted-source created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Outputs:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + liveUrl: &lt;span class="s2"&gt;&amp;#34;https://grocery-list-fb9bd.ondigitalocean.app&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Resources:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + &lt;span class="m"&gt;2&lt;/span&gt; created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="m"&gt;3&lt;/span&gt; unchanged
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Duration: 2m30s
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Again, it&amp;rsquo;ll probably take a few minutes to get everything spun up for the first time, but when the process completes, you&amp;rsquo;ll have a working app at the URL provided by DigitalOcean, emitted as a Pulumi stack output:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ open &lt;span class="k"&gt;$(&lt;/span&gt;pulumi stack output liveUrl&lt;span class="k"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ open &lt;span class="k"&gt;$(&lt;/span&gt;pulumi stack output live_url&lt;span class="k"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/deployed.png" alt="The app now running in the DigitalOcean cloud"&gt;&lt;/p&gt;
&lt;p&gt;You should also be able to explore your shiny new grocery-list app in the DigitalOcean Console, with all three of its components (and their build-time and runtime logs!) now represented:&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/in-the-console.png" alt="The grocery-list app and its components in the DigitalOcean console"&gt;&lt;/p&gt;
&lt;p&gt;Now try making a commit to your repository (any commit will do, but ideally one to the &lt;code&gt;frontend&lt;/code&gt; or &lt;code&gt;backend&lt;/code&gt; folder), and watch as the app redeploys automatically:&lt;/p&gt;
&lt;p&gt;&lt;img src="https://www.pulumi.com/blog/fullstack-pulumi-mern-stack-digitalocean/redeploying.png" alt="App Platform rebuilding the app in response to a GitHub commit"&gt;&lt;/p&gt;
&lt;p&gt;And finally, try scaling the service by bumping the &lt;code&gt;instanceCount&lt;/code&gt; from &lt;code&gt;1&lt;/code&gt; to &lt;code&gt;2&lt;/code&gt; in the code&amp;mdash;or better, if you&amp;rsquo;re up for it, making that value configurable by stack:&lt;/p&gt;
&lt;div&gt;
&lt;pulumi-chooser type="language" options="typescript,python" mode=""&gt;&lt;/pulumi-chooser&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="typescript" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-diff" data-lang="diff"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; const config = new pulumi.Config();
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; const repo = config.require(&amp;#34;repo&amp;#34;);
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; const branch = config.require(&amp;#34;branch&amp;#34;);
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="gi"&gt;+ const serviceInstanceCount = config.requireNumber(&amp;#34;service_instance_count&amp;#34;);
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ...
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; services: [
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; digitalocean.AppSpecServiceArgs(
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ...
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="gi"&gt;+ instanceCount: serviceInstanceCount,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;div&gt;
&lt;pulumi-choosable type="language" values="python" mode=""&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-diff" data-lang="diff"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; config = pulumi.Config()
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; repo = config.require(&amp;#34;repo&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; branch = config.require(&amp;#34;branch&amp;#34;)
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="gi"&gt;+ service_instance_count = config.requireNumber(&amp;#34;service_instance_count&amp;#34;);
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ...
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; services: [
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; digitalocean.AppSpecServiceArgs(
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ...
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="gi"&gt;+ instance_count: service_instance_count,
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;/pulumi-choosable&gt;
&lt;/div&gt;
&lt;p&gt;Set the instance count with &lt;code&gt;pulumi config&lt;/code&gt;:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi config &lt;span class="nb"&gt;set&lt;/span&gt; service_instance_count &lt;span class="m"&gt;2&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Then deploy the new app spec with a final &lt;code&gt;pulumi up&lt;/code&gt;:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi up
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Updating &lt;span class="o"&gt;(&lt;/span&gt;dev&lt;span class="o"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Type Name Status Info
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; pulumi:pulumi:Stack grocery-list-dev
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ~ └─ digitalocean:index:App app updated &lt;span class="o"&gt;[&lt;/span&gt;diff: ~spec&lt;span class="o"&gt;]&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Outputs:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; liveUrl: &lt;span class="s2"&gt;&amp;#34;https://grocery-list-fb9bd.ondigitalocean.app&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Resources:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; ~ &lt;span class="m"&gt;1&lt;/span&gt; updated
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="m"&gt;4&lt;/span&gt; unchanged
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Duration: 1m27s
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;And when you&amp;rsquo;re finished experimenting, you can tear everything down in just a few seconds with a &lt;a href="https://www.pulumi.com/docs/iac/cli/commands/pulumi_destroy"&gt;&lt;code&gt;pulumi destroy&lt;/code&gt;&lt;/a&gt;:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;$ pulumi destroy
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Destroying &lt;span class="o"&gt;(&lt;/span&gt;dev&lt;span class="o"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Type Name Status
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - pulumi:pulumi:Stack grocery-list-dev deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - ├─ digitalocean:index:DatabaseFirewall trusted-source deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - ├─ digitalocean:index:DatabaseDb db deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - ├─ digitalocean:index:App app deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - └─ digitalocean:index:DatabaseCluster cluster deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Resources:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; - &lt;span class="m"&gt;5&lt;/span&gt; deleted
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Duration: 19s
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;h2 id="wrapping-up-and-next-steps"&gt;Wrapping up, and next steps&lt;/h2&gt;
&lt;p&gt;Hopefully this gives you a sense of the kinds of things you can do with Pulumi and DigitalOcean&amp;mdash;and I definitely encourage you to spend a little time with the &lt;a href="https://docs.digitalocean.com/products/app-platform/"&gt;App Platform docs&lt;/a&gt; to dig a bit deeper into some of these concepts and explore a few others we weren&amp;rsquo;t able to cover. You&amp;rsquo;ll find the &lt;a href="https://github.com/pulumi/fullstack-pulumi-mern-digitalocean"&gt;full source for this walkthrough on GitHub&lt;/a&gt;, of course, with &lt;a href="https://github.com/pulumi/fullstack-pulumi-mern-digitalocean/tree/finished"&gt;&lt;code&gt;finished&lt;/code&gt; branch&lt;/a&gt; containing the completed Pulumi program for reference.&lt;/p&gt;
&lt;p&gt;From here, you might think about:&lt;/p&gt;
&lt;ul&gt;
&lt;li&gt;
&lt;p&gt;Adding a &lt;a href="https://www.pulumi.com/registry/packages/digitalocean/api-docs/dnsrecord"&gt;&lt;code&gt;digitalocean.DnsRecord&lt;/code&gt;&lt;/a&gt; to give your app a &lt;a href="https://docs.digitalocean.com/products/networking/dns/"&gt;custom domain name&lt;/a&gt;.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Creating a second stack with &lt;a href="https://www.pulumi.com/docs/iac/cli/commands/pulumi_stack_init"&gt;&lt;code&gt;pulumi stack init&lt;/code&gt;&lt;/a&gt; and adjusting the program to make the source &lt;code&gt;branch&lt;/code&gt; configurable&amp;mdash;a &lt;code&gt;production&lt;/code&gt; stack, say, designed to deploy in response to commits to a &lt;code&gt;release&lt;/code&gt; branch.&lt;/p&gt;
&lt;/li&gt;
&lt;li&gt;
&lt;p&gt;Using Pulumi&amp;rsquo;s &lt;a href="https://www.pulumi.com/docs/iac/packages-and-automation/continuous-delivery/github-actions/"&gt;GitHub Action&lt;/a&gt; to run previews and updates as part of a pull-request based workflow.&lt;/p&gt;
&lt;/li&gt;
&lt;/ul&gt;
&lt;p&gt;Happy coding!&lt;/p&gt;</description><author>Christian Nunciato</author><category>digitalocean</category><category>fullstack</category><category>typescript</category></item><item><title>Executing Remote Commands with Pulumi</title><link>https://www.pulumi.com/blog/executing-remote-commands/</link><pubDate>Thu, 03 Feb 2022 22:10:00 +0000</pubDate><guid>https://www.pulumi.com/blog/executing-remote-commands/</guid><description>
&lt;img src="https://www.pulumi.com/images/generated/blog/executing-remote-commands/index.png" /&gt;
&lt;p&gt;We recently announced in our &lt;a href="https://www.pulumi.com/blog/pulumi-release-notes-66/"&gt;release blog (66)&lt;/a&gt; a new package: &lt;a href="https://www.pulumi.com/registry/packages/command/"&gt;Command&lt;/a&gt;. In this article, I want to show you a practical application of this that will allow us to deploy &lt;a href="https://k3s.io"&gt;k3s&lt;/a&gt; to a &lt;a href="https://digitalocean.com/products/kubernetes/"&gt;DigitalOcean Kubernetes droplet&lt;/a&gt;. We&amp;rsquo;ll then leverage the Command package to run a remote command to fetch the kubeconfig, generated on the VM, and pull it down to create a Kubernetes provider to deploy nginx.&lt;/p&gt;
&lt;p&gt;So, let&amp;rsquo;s get started by deploying our DigitalOcean droplet.&lt;/p&gt;
&lt;p&gt;The first thing we&amp;rsquo;re going to do is generate an SSH key for the machine.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;sshKey&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;tls&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;PrivateKey&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;sshKey&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;algorithm&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;RSA&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;rsaBits&lt;/span&gt;: &lt;span class="kt"&gt;4096&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// Optional export of the key in-case you want to store it on disk.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;export&lt;/span&gt; &lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;privateKey&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;sshKey&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;privateKeyPem&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;// Register the SSH key with DigitalOcean
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;doSshkey&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;SshKey&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;sshKey&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;publicKey&lt;/span&gt;: &lt;span class="kt"&gt;sshKey.publicKeyOpenssh&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Then we&amp;rsquo;ll want to create a cloud-init configuration to pass to the droplet as user-data.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;cloudConfig&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;cloudinit&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;getConfig&lt;/span&gt;&lt;span class="p"&gt;({&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;gzip&lt;/span&gt;: &lt;span class="kt"&gt;false&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;base64Encode&lt;/span&gt;: &lt;span class="kt"&gt;false&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;parts&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;contentType&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;text/x-shellscript&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;content&lt;/span&gt;: &lt;span class="kt"&gt;fs.readFileSync&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;../cloud-init/ensure-curl.sh&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;utf8&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;contentType&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;text/x-shellscript&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;content&lt;/span&gt;: &lt;span class="kt"&gt;fs.readFileSync&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;../cloud-init/install-k3s.sh&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;utf8&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;There&amp;rsquo;s nothing terribly fancy about these scripts, but we&amp;rsquo;ll share them anyway 😃&lt;/p&gt;
&lt;p&gt;This first one makes sure that &lt;code&gt;curl&lt;/code&gt; is available on the machine.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-shell" data-lang="shell"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="cp"&gt;#!/usr/bin/env sh
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ../cloud-init/ensure-curl.sh&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="nv"&gt;DEBIAN_FRONTEND&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;noninteractive apt update &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; apt install --yes curl
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;This script will fetch the public IPv4 address from the DigitalOcean metadata service and pass that IP address through to k3s installer as the listen/bind address. This ensures that our Kubernetes provider in the Pulumi program can speak with the API server.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-shell" data-lang="shell"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="cp"&gt;#!/usr/bin/env sh
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="c1"&gt;# ../cloud-init/install-k3s.sh&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="nv"&gt;PUBLIC_IP&lt;/span&gt;&lt;span class="o"&gt;=&lt;/span&gt;&lt;span class="k"&gt;$(&lt;/span&gt;curl -w &lt;span class="s2"&gt;&amp;#34;\n&amp;#34;&lt;/span&gt; http://169.254.169.254/metadata/v1/interfaces/public/0/ipv4/address&lt;span class="k"&gt;)&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;curl -sfL https://get.k3s.io &lt;span class="p"&gt;|&lt;/span&gt; sh -s - --bind-address &lt;span class="si"&gt;${&lt;/span&gt;&lt;span class="nv"&gt;PUBLIC_IP&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now that we have some user-data, we can create a droplet and pass it through.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;k3sVm&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Droplet&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="s2"&gt;&amp;#34;k3s&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;k3s&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;image&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;ubuntu-20-04-x64&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;region&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;lon1&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;size&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;s-1vcpu-1gb&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;sshKeys&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;civoSshKey&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;userData&lt;/span&gt;: &lt;span class="kt"&gt;cloudConfig.then&lt;/span&gt;&lt;span class="p"&gt;((&lt;/span&gt;&lt;span class="nx"&gt;c&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="o"&gt;=&amp;gt;&lt;/span&gt; &lt;span class="nx"&gt;c&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;rendered&lt;/span&gt;&lt;span class="p"&gt;),&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;replaceOnChanges&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;diskImage&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;script&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now, for the fun bit. Previously, there&amp;rsquo;d be no way to get the kubeconfig from the VM. Meaning that we&amp;rsquo;d need to use static manifests to deploy our workloads to k3s. This would usually be done by adding more and more scripts to the user-data and rendering them with cloud-init. This approach is not bad, but we lose the rich interface that Pulumi provides for authoring our Kubernetes resources. With the Command package, we can now execute a command on our VM and pull down that kubeconfig to be used to create our provider.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;fetchKubeconfig&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;command&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;remote&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Command&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;fetch-kubeconfig&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;connection&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;host&lt;/span&gt;: &lt;span class="kt"&gt;k3sVm.ipv4Address&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;user&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;root&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;privateKey&lt;/span&gt;: &lt;span class="kt"&gt;sshKey.privateKeyPem&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;create&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// First, we use `until` to monitor for the k3s.yaml (our kubeconfig) being created.
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="c1"&gt;// Then we sleep 10, just in-case the k3s server needs a moment to become healthy. Sorry?
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="s2"&gt;&amp;#34;until [ -f /etc/rancher/k3s/k3s.yaml ]; do sleep 5; done; cat /etc/rancher/k3s/k3s.yaml; sleep 10;&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The Command package makes the &lt;code&gt;stdout&lt;/code&gt; of the command we run available in our program, so creating the Kubernetes provider is as simple as:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;kubernetesProvider&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;kubernetes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Provider&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;k3s&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;kubeconfig&lt;/span&gt;: &lt;span class="kt"&gt;fetchKubeconfig.stdout&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now, for the final step - deploying nginx.&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;nginx&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;kubernetes&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;apps&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;v1&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Deployment&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="s2"&gt;&amp;#34;nginx&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;spec&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;selector&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;matchLabels&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;nginx&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;template&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;metadata&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;labels&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;app&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;nginx&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;spec&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;containers&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;name&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;nginx&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;image&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;nginx&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;provider&lt;/span&gt;: &lt;span class="kt"&gt;kubernetesProvider&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Simple.&lt;/p&gt;
&lt;p&gt;The Command package works for local and remote commands and the possibilities are endless.&lt;/p&gt;
&lt;p&gt;Happy hacking!&lt;/p&gt;</description><author>David Flanagan</author><category>kubernetes</category><category>digitalocean</category></item><item><title>Manage DigitalOcean Kubernetes Clusters and Workloads</title><link>https://www.pulumi.com/blog/manage-digitalocean-kubernetes-clusters-and-workloads/</link><pubDate>Mon, 30 Sep 2019 00:00:00 +0000</pubDate><guid>https://www.pulumi.com/blog/manage-digitalocean-kubernetes-clusters-and-workloads/</guid><description>
&lt;img src="https://www.pulumi.com/images/generated/blog/manage-digitalocean-kubernetes-clusters-and-workloads/index.png" /&gt;
&lt;p&gt;We recently partnered with DigitalOcean to publish a new tutorial, &lt;a href="https://www.digitalocean.com/community/tutorials/how-to-manage-digitalocean-and-kubernetes-infrastructure-with-pulumi"&gt;&lt;em&gt;How to Manage DigitalOcean and Kubernetes Infrastructure with Pulumi&lt;/em&gt;&lt;/a&gt;. This short tutorial walks you through provisioning a new DigitalOcean Kubernetes cluster, deploying an application to it, and then assigninging a stable domain name to your application&amp;rsquo;s load balancer — all in a handful of lines of infrastructure as code.&lt;/p&gt;
&lt;p&gt;By using infrastructure as code to provision and update your infrastructure, it&amp;rsquo;s easy to create new environments, modify or scale existing ones, or automate your deployments using &lt;a href="https://www.pulumi.com/docs/iac/packages-and-automation/continuous-delivery/"&gt;continuous delivery&lt;/a&gt;. This approach also ensures that deployments are reliable and repeatable, and can even standardize how you deploy code to different cloud providers, including DigitalOcean, AWS, Azure, GCP, and others.&lt;/p&gt;
&lt;p&gt;We regularly talk to developers who appreciate the simplicity of working with DigitalOcean. This new tutorial spins up an entire, fully functioning managed Kubernetes environment in just 6 minutes, for instance, giving you more time to focus on application logic and less on your infrastructure configuration. In addition to managing Kubernetes clusters and applications, you can also provision Droplets, LoadBalancers, and any other DigitalOcean resource type, using a similar infrastructure as code approach. For more information on doing so, read &lt;a href="https://www.pulumi.com/blog/getting-started-on-digitalocean-with-pulumi/"&gt;Getting Started on DigitalOcean with Pulumi&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Finally, for more detailed information on all of the DigitalOcean resources supported, please consult the &lt;a href="https://www.pulumi.com/registry/packages/digitalocean/api-docs/"&gt;DigitalOcean API docs&lt;/a&gt;.&lt;/p&gt;
&lt;p&gt;Most importantly, &lt;a href="https://www.digitalocean.com/community/tutorials/how-to-manage-digitalocean-and-kubernetes-infrastructure-with-pulumi"&gt;have fun getting up and running with DigitalOcean Kubernetes in just a few minutes&lt;/a&gt;!&lt;/p&gt;</description><author>Joe Duffy</author><category>digitalocean</category><category>kubernetes</category></item><item><title>Getting Started on DigitalOcean with Pulumi</title><link>https://www.pulumi.com/blog/getting-started-on-digitalocean-with-pulumi/</link><pubDate>Thu, 18 Jul 2019 00:00:00 +0000</pubDate><guid>https://www.pulumi.com/blog/getting-started-on-digitalocean-with-pulumi/</guid><description>
&lt;img src="https://www.pulumi.com/images/generated/blog/getting-started-on-digitalocean-with-pulumi/index.png" /&gt;
&lt;p&gt;Pulumi recently added support for managing &lt;a href="https://www.digitalocean.com/"&gt;DigitalOcean&lt;/a&gt; resources. This article will
show you how to deploy some load balanced Droplets on DigitalOcean using Pulumi.&lt;/p&gt;
&lt;p&gt;To get started, let&amp;rsquo;s create a new Pulumi program written in TypeScript:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; $ mkdir infra &lt;span class="o"&gt;&amp;amp;&amp;amp;&lt;/span&gt; &lt;span class="nb"&gt;cd&lt;/span&gt; infra
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; $ pulumi new typescript
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now we should install the latest Pulumi DigitalOcean provider:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; $ npm install @pulumi/digitalocean
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;At the top of our application, we can add the resource imports:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;import&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="kr"&gt;as&lt;/span&gt; &lt;span class="nx"&gt;pulumi&lt;/span&gt; &lt;span class="kr"&gt;from&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;@pulumi/pulumi&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;import&lt;/span&gt; &lt;span class="o"&gt;*&lt;/span&gt; &lt;span class="kr"&gt;as&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt; &lt;span class="kr"&gt;from&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;@pulumi/digitalocean&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;We can now start to build the infrastructure. To get started, we will declare two constants:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;dropletCount&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;3&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;region&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Regions&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;NYC3&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Now, let&amp;rsquo;s create our web servers. Since our Pulumi application is written in TypeScript, we can use a loop, as follows:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;dropletTypeTag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Tag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;demo-app&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;userData&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="sb"&gt;`#!/bin/bash
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="sb"&gt; sudo apt-get update
&lt;/span&gt;&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="sb"&gt; sudo apt-get install -y nginx`&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;droplets&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="p"&gt;[];&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="k"&gt;for&lt;/span&gt; &lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="mi"&gt;0&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt; &lt;span class="o"&gt;&amp;lt;&lt;/span&gt; &lt;span class="nx"&gt;dropletCount&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt; &lt;span class="nx"&gt;i&lt;/span&gt;&lt;span class="o"&gt;++&lt;/span&gt;&lt;span class="p"&gt;)&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="kd"&gt;let&lt;/span&gt; &lt;span class="nx"&gt;nameTag&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Tag&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sb"&gt;`web-&lt;/span&gt;&lt;span class="si"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;i&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sb"&gt;`&lt;/span&gt;&lt;span class="p"&gt;);&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;droplets&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;push&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;Droplet&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="sb"&gt;`web-&lt;/span&gt;&lt;span class="si"&gt;${&lt;/span&gt;&lt;span class="nx"&gt;i&lt;/span&gt;&lt;span class="si"&gt;}&lt;/span&gt;&lt;span class="sb"&gt;`&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;image&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="s2"&gt;&amp;#34;ubuntu-18-04-x64&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;region&lt;/span&gt;: &lt;span class="kt"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;privateNetworking&lt;/span&gt;: &lt;span class="kt"&gt;true&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;size&lt;/span&gt;: &lt;span class="kt"&gt;digitalocean.DropletSlugs.Droplet512mb&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;tags&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[&lt;/span&gt;&lt;span class="nx"&gt;nameTag&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="nx"&gt;dropletTypeTag&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;id&lt;/span&gt;&lt;span class="p"&gt;],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;userData&lt;/span&gt;: &lt;span class="kt"&gt;userData&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}));&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;}&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;Let&amp;rsquo;s take a closer look at what we&amp;rsquo;ve programmed. First, we declared a &lt;code&gt;dropletTypeTag&lt;/code&gt;; we&amp;rsquo;ll come back to what this
tag signifies later. Next, we have a &lt;code&gt;userData&lt;/code&gt; constant that we can pass to all the instances, so that we can
see they are running a web server. Then, we are declaring a &lt;code&gt;nameTag&lt;/code&gt; constant. This allows us to use the interpolation
in the loop to ensure that each of our Droplets is tagged with the appropriate name. We can also see that the region
constant is being used in the Droplet declaration and we are adding the meta-information back to the Droplets array for
later use.&lt;/p&gt;
&lt;p&gt;Our next piece of infrastructure is our load balancer. We are going to create a public load balancer that will accept
connections on port 80 and forward those connections to the Droplets that are attached on port 80. The infrastructure
block looks like this:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-typescript" data-lang="typescript"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;lb&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="k"&gt;new&lt;/span&gt; &lt;span class="nx"&gt;digitalocean&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;LoadBalancer&lt;/span&gt;&lt;span class="p"&gt;(&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;public&amp;#34;&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;dropletTag&lt;/span&gt;: &lt;span class="kt"&gt;dropletTypeTag.name&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;forwardingRules&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;[{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;entryPort&lt;/span&gt;: &lt;span class="kt"&gt;80&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;entryProtocol&lt;/span&gt;: &lt;span class="kt"&gt;digitalocean.Protocols.HTTP&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;targetPort&lt;/span&gt;: &lt;span class="kt"&gt;80&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;targetProtocol&lt;/span&gt;: &lt;span class="kt"&gt;digitalocean.Protocols.HTTP&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;}],&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;healthcheck&lt;/span&gt;&lt;span class="o"&gt;:&lt;/span&gt; &lt;span class="p"&gt;{&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;port&lt;/span&gt;: &lt;span class="kt"&gt;80&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;protocol&lt;/span&gt;: &lt;span class="kt"&gt;digitalocean.Protocols.TCP&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="p"&gt;},&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; &lt;span class="nx"&gt;region&lt;/span&gt;: &lt;span class="kt"&gt;region&lt;/span&gt;&lt;span class="p"&gt;,&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="p"&gt;});&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;&lt;span class="kr"&gt;export&lt;/span&gt; &lt;span class="kr"&gt;const&lt;/span&gt; &lt;span class="nx"&gt;endpoint&lt;/span&gt; &lt;span class="o"&gt;=&lt;/span&gt; &lt;span class="nx"&gt;lb&lt;/span&gt;&lt;span class="p"&gt;.&lt;/span&gt;&lt;span class="nx"&gt;ip&lt;/span&gt;&lt;span class="p"&gt;;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;The configuration is made up of an array of forwarding rules. Here, we forward traffic from the load balancer to
the Droplets. Then we have a health check that makes sure that port 80 is actually available and we deploy
the load balancer into the region that we declared as a constant earlier. The interesting thing about load balancers in
DigitalOcean is that you can attach instances by Droplet tag without knowing the Droplet IDs. Here, we configure
all Droplets that have the tag &lt;code&gt;demo-app&lt;/code&gt;, in this region, to be attached to the load balancer.&lt;/p&gt;
&lt;p&gt;Running this gives us:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Updating &lt;span class="o"&gt;(&lt;/span&gt;dev&lt;span class="o"&gt;)&lt;/span&gt;:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; Type Name Status
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + pulumi:pulumi:Stack &lt;span class="k"&gt;do&lt;/span&gt;-ref-architecture-dev created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Tag web-0 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Tag web-1 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Tag web-2 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Tag demo-app created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Droplet web-0 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:Droplet web-1 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + ├─ digitalocean:index:LoadBalancer public created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + └─ digitalocean:index:Droplet web-2 created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Outputs:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; endpoint: &lt;span class="s2"&gt;&amp;#34;45.55.120.64&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Resources:
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt; + &lt;span class="m"&gt;9&lt;/span&gt; created
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;
&lt;/span&gt;&lt;/span&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;Duration: 3m5s
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;You should be able to take the endpoint address and put it into the browser or you should be able to curl it as follows:&lt;/p&gt;
&lt;div class="highlight"&gt;&lt;pre tabindex="0" class="chroma"&gt;&lt;code class="language-bash" data-lang="bash"&gt;&lt;span class="line"&gt;&lt;span class="cl"&gt;curl &lt;span class="s2"&gt;&amp;#34;&lt;/span&gt;&lt;span class="k"&gt;$(&lt;/span&gt;pulumi stack output endpoint&lt;span class="k"&gt;)&lt;/span&gt;&lt;span class="s2"&gt;&amp;#34;&lt;/span&gt;
&lt;/span&gt;&lt;/span&gt;&lt;/code&gt;&lt;/pre&gt;&lt;/div&gt;&lt;p&gt;We are constantly working on ways to make Pulumi more productive to use with DigitalOcean. Pulumi is free and open
source. You can get started with Pulumi today at &lt;a href="https://www.pulumi.com/"&gt;https://www.pulumi.com&lt;/a&gt;.&lt;/p&gt;</description><author>Paul Stack</author><category>digitalocean</category><category>typescript</category></item></channel></rss>