A while ago, we (Viktor Farcic and Darin Pope) thought it would be a good idea to add an out-of-the-box option to use canary deployments in Jenkins X. We should have finished it by now, and yet we did not even start working on it. Instead of just adding it to Jenkins X, we spent considerable time exploring the subject.
Your cluster is bound to run quite a few third-party applications. They need to be installed and managed somehow. This article offers one possible way to install and maintain third-party applications using Jenkins X Apps. We'll use Istio as an example of such an application and try to figure out how to convert its official Helm charts into Jenkins X Apps and, during that process, explore some of the benefits they provide.
What's wrong with
jx create cluster and
jx install commands? Why do we need a different way to install, manage, and upgrade Jenkins X? Those are ad-hoc commands that do not follow GitOpts principles. They are not idempotent (you cannot run them multiple times and expect the same result). They are not stored in Git, at least not in a form that the system can interpret and consume in an attempt to converge the desired into the actual state. They are not declarative.
This time I will not write a lenghtly post. Instead, I'll try to explain different deployment strategies through diagrams. This is for all those who dislike black and white terminal and prefer colors, boxes, and lines with arrows.
The deployment strategies are not presented in any particular order.
Serverless deployments are gaining traction. Today, we have quite a few choices for converting our applications into serverless inside Kubernetes cluster. One of those, my favorite, is Knative. We'll explore how we can combine it with Jenkins X to create a fully automated continuous deployment pipeline that deploys serverless applications.
Jenkins X itself is serverless. That helps with many things, with better resource utilization and scalability being only a few of the benefits. Can we do something similar with our applications? Can we scale them to zero when no one is using them? Can we scale them up when the number of concurrent requests increases? Can we make our applications serverless?
If you'd like to follow the examples, I will assume that you already have a cluster with serverless (Tekton-based) Jenkins X up-and-running.
Before we start exploring how to override different components in serverless Jenkins X pipelines, we'll create a new quickstart project so that we have a sample application to play with.
jx create quickstart \ --language go \ --project-name jx-go-loops \ --batch-mode
Hopefully, this is not the first time you created a quick start project, and you are already familiar with the out-of-the-box pipeline our new application inherited from a build pack. Also, I will assume that you do understand that
buildPack: goinstruction in
jenkins-x.ymlmeans that the pipeline inherits all the steps defined in the corresponding build pack.
Our pipeline is currently building a Linux binary of our application before adding it to a container image. But what if we'd like to distribute the application also as executables for different operating systems? We could provide that same binary, but that would work only for Linux users since that is the architecture it is currently built for. We might want to extend the reach to Windows and MacOS users as well, and that would mean that we'd need to build two additional binaries. How could we do that?
Applying GitOps Principles
Git is the de-facto code repository standard. Hardly anyone argues against that statement today. Where we might disagree is whether Git is the only source of truth, or even what we consider by that.
When I speak with teams and ask them whether Git is their only source of truth, almost everyone always answers yes. However, when I start digging, it usually turns out that's not true. Can you recreate everything using only the code in Git? By everything, I mean the whole cluster and everything running in it. Is your entire production system described in a single repository? If the answer to that question is yes, you are doing a great job, but we're not yet done with questioning. Can any change to your system be applied by making a pull request, without pressing any buttons in Jenkins or any other tool? If your answer is still yes, you are most likely already applying GitOps principles.
GitOps is a way to do Continuous Delivery. It assumes that Git is a single source of truth and that both infrastructure and applications are defined using the declarative syntax (e.g., YAML). Changes to infrastructure or applications are made by pushing changes to Git, not by clicking buttons in Jenkins.
Without TLS certificates the applications we install are accessible through a plain HTTP protocol. As I'm sure you're aware, that is not acceptable. All public-facing applications should be available through HTTPS only, and that means that we need TLS certificates. We could generate them ourselves for each of the applications, but that would be too much work. Instead, we'll try to figure out how to create and manage the certificates automatically. Fortunately, Jenkins X already solved that and quite a few other Ingress-related challenges. We just need to learn how to tell
jx what exactly we need.