Posts Tagged aws

Guest Author: Chris Toomey, Solution Architect Lead @ Mapbox

With 8 billion+ connected IoT devices and 2 billion GPS-equipped smartphones already online, logistics businesses are tracking assets at every step in the supply chain. At this scale and complexity, it is imperative to have a flexible way to ingest, process, and act upon this data, without sacrificing security or best practices.

To meet this need, Mapbox has created an Asset Tracking Solution that uses Pulumi’s open source JavaScript libraries (AWS, AWSX) available with multi-language support with Pulumi Crosswalk for AWS. Pulumi Crosswalk for AWS is an open source framework that streamlines creation, deployment and management of AWS services with built-in AWS Best Practices and minimal lines of code in common programming languages.

In this blog, we will show snippets of the Javascript code that embraces the power of Pulumi to program AWS service APIs to create the Mapbox solution. To see the full architecture in action with a live bike race across America, please refer to this webinar recorded on June 13th 2019 and the Mapbox asset tracking solution. Also refer to this blog of the Race across America showcased live during the webinar tomorrow.

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Amazon Web Services provides an incredible platform for developers to build cloud-native applications, and is used by millions of customers of all sizes. The building block services that AWS offers enable teams to offload undifferentiated heavy-lifting to AWS. To maximally benefit from these services though, cloud engineering teams must learn how to compose all of these building blocks together to build and deliver their own applications. Today, this is still too hard. Getting from your laptop to a production-ready AWS deployment frequently takes days or weeks instead of minutes or hours. And AWS building block services frequently leave you to re-implement (and re-discover) best-practices instead of providing these as smart defaults.

Pulumi Crosswalk for AWS is a new open source library of infrastructure-as-code components that make it easier to get from zero to production on AWS, easier to adopt AWS best practices by default, and easier to evolve your AWS infrastructure as your application needs mature.

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In this blog, we will work through an example that shows how to use Pulumi to enable GitLab-based continuous delivery with your Kubernetes workloads on Amazon EKS. This integration will work just as seamlessly for any Kubernetes cluster, including Azure AKS or Google GKE, using the relevant Pulumi libraries for Azure and Google Cloud.

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Update: Check out the Learning Machine Case Study where provisioning went from 3 weeks to 1 hour with Pulumi and AWS.

“The impact of serverless capabilities was also transformative for the Learning Machine business. Pulumi enabled a rapid shift to Amazon ECS, AWS Fargate and AWS Lambda — the net effect of which was a 67% reduction in AWS charges. This enabled the team to spend less time focused on maintaining existing infrastructure and more time deploying new applications on AWS and adding new customers.

Pulumi is the foundational technology that allowed us to transform our organization,” said Hughes. The entire DevOps process was streamlined and in addition to realizing better productivity and higher quality, the team has new insight into their SaaS offering that they never thought possible.”

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Creating serverless applications just got even easier! You can now protect your application APIs in just three easy steps. We’ve already posted about how easy it is to create serverless apps in Pulumi. Now, we’re helping you simplify protecting those apps with API Gateway and Lambda authorizers.

With Pulumi’s new AWSX package, you can quickly define a Lambda and an AWS Lambda authorizer to protect it. We’re once again harnessing the power of Lambdas as Lambdas to allow developers to focus on writing code.

Today, we will walkthrough creating a simple serverless app using AWS and Pulumi. We will simplify implementing the OAuth protocol by using Auth0 and AWS Lambda authorizers to authorize users. Auth0 provides a universal authentication and authorization platform for applications. It has become an extremely popular platform for user management because Auth0 makes OAuth easy.

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One of the most common areas Kubernetes operators struggle with in production involves creating and managing role-based access control (RBAC). This is so daunting that RBAC is often not implemented, or implemented halfway, or the configuration becomes impossible to maintain.

Fortunately, Pulumi makes RBAC on Kuberenetes so easy that you’ll never create an insecure cluster again. In this post, we will contrast the traditional way of working with RBAC on EKS with using Pulumi.

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Across the industry, the popularity of Python is exploding. Amongst our own customers at Pulumi, who automate their infrastructure using Python, we’ve seen the same. Stack Overflow wrote about the astounding growth of Python:

The term “fastest-growing” can be hard to define precisely, but we make the case that Python has a solid claim to being the fastest-growing major programming language.

– David Robinson, Stack Overflow

Since Python is not a new language, what could be driving this incredible adoption curve?

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Pulumi makes developing and deploying rich serverless and container-based applications a breeze. But how do you monitor and observe those applications while they are being developed and once they are deployed? There are many great answers: from the built-in capabilities of the underlying cloud services (Lambda, ECS, Kubernetes, and more), to great 3rd party solutions like IOpipe and Epsagon which we highlighted recently on this blog.

The Pulumi CLI provides another way to do logging, without requiring the additional setup of these existing solutions and seamlessly integrated into your Pulumi development workflow. The pulumi logs command provides a great first place to start for understanding your Pulumi application’s behavior. Especially during development, this command provides direct insight into the behavior of your application, bringing together logs across all of the different forms of compute you are using - from code running in serverless functions to containers to VMs.

Let’s take a quick look at pulumi logs and some of the ways it can be used as part of the inner loop of your Pulumi development.

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With Pulumi, you can create, deploy, and manage any cloud resource using your favorite language. This includes application and infrastructure related resources, often in the same program.

One area this gets really fun is serverless computing. Because we’re using general purpose languages, we can create resources, and then wire up event handlers, just like normal event-driven programming. This is the way serverless architecture should be!

In this article, we’ll see how. There’s a broad range of options depending on what you want to do, and how your team likes to operate. We’ll be using Amazon Web Services (AWS) and TypeScript, but other clouds and languages are available.

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One of Pulumi’s goals is to provide the simplest way possible to do serverless programming on AWS by enabling you to create cloud infrastructure with familiar programming languages that you are already using today. We believe that the existing constructs already present in these languages, like flow control, inheritance, composition, and so on, provide the right abstractions to effectively build up infrastructure in a simple and familiar way.

In a previous post we focused on how Pulumi could allow you to simply create an AWS Lambda out of your own JavaScript function. While this was much easier than having to manually create a Lambda Deployment Package yourself, it could still be overly complex to integrate these Lambdas into complete serverless application.

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