Gitops: the kubernetes way
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GitOps è un nuovo metodo di CD che utilizza Git come unica fonte di verità per le applicazioni e per l'infrastruttura (declarative infrastructure/infrastructure as code), fornendo sia il controllo delle revisioni che il controllo delle modifiche. In questo talk vedremo come implementare workflow di CI/CD Gitops basati su Kubernetes, dalla teoria alla pratica passando in rassegna i principali strumenti oggi a disposizione come ArgoCD, Flux (aka Gitops engine) e JenkinsX
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Gitops: the kubernetes way
- 2. IMAGE GOES OVER HERE ANDREA PANISSON ● Cloud native engineer & Kubernetes expert @ Sparkfabrik https://www.sparkfabrik.com ● Certified Kubernetes Application Developer (CKAD) [email protected]
- 3. The session: ● Some basic concepts ● GitOps? what is it? ● The GitOps “tools” ● The GitOps pipeline ● Conclusions
- 4. THE BASICS OF CICD - KUBERNETES - DECLARATIVE MODEL
- 5. WHAT IS GIT? THE BASICS: GIT The most widely used modern version control system in the world today. More one GIT: https://www.atlassian.com/git/tutorials/what-is-git
- 6. CI: Continuous Integration ● A software development practice where all developers merge code changes in a central repository (Git). ● Each change in code (commit) triggers an automated build-and-test stage for the given repo and provides feedback to the developer(s) who made the change. ● Automates the build and unit test process of new code changes THE BASICS: CICD
- 7. CD: Continuous Delivery THE BASICS: CICD More one CONTINUOUS DELIVERY: https://en.wikipedia.org/wiki/Continuous_delivery A software engineering approach in which teams produce software in short cycles, ensuring that the software can be reliably released at any time and, when releasing the software, doing so manually.
- 8. CD: Continuous Deployments THE BASICS: CICD More one CONTINUOUS DEPLOYMENTS: https://en.wikipedia.org/wiki/Continuous_deployment A software engineering approach in which software functionalities are delivered frequently through automated deployments.
- 9. GITOPS CICD Continuous Integration + Continuous Delivery / Deployment
- 10. KUBERNETES THE BASICS: KUBERNETES Kubernetes is a portable, extensible, open-source platform for managing containerized workloads and services, that facilitates both declarative configuration and automation. More one KUBERNETES: https://kubernetes.io/docs/concepts/overview/what-is-kubernetes/
- 11. Imperative model You describe a sequence of instructions to manipulate the state of the system to reach your desired state THE BASICS: DECLARATIVE MODEL Declarative model You describe what you want to be achieved, as opposed to how to get there
- 12. An Imperative vs. Declarative Remote Control https://livebook.manning.com/book/gitops-and-kubernetes/chapter-1/v-6/163
- 13. KUBERNETES Controllers DECLARATIVE MODEL AND K8S CONTROLLERS Controllers are control loops that watch the state of your cluster, then make or request changes where needed. Each controller tries to move the current cluster state closer to the desired state. The desired state is what is described declaratively in the resource’s manifest. More one K8S CONTROLLERS: https://kubernetes.io/docs/concepts/architecture/controller/
- 14. G I T O P S
- 15. What is GitOps? GITOPS More one GITOPS: https://www.gitops.tech/ Is a way of implementing Continuous Deployment / Delivery for cloud native applications. It focuses on a developer-centric experience when operating infrastructure, by using tools developers are already familiar with, including Git and Continuous Deployment tools.
- 16. GITOPS “Gitops is a distillation of best practices for managing the deployment of containerized applications as well as the cluster infrastructure upon which they run” https://aws.amazon.com/it/blogs/containers/help-us-write-a-new-chapter-for-gitops-kubernetes-and-open-source-collaboration/
- 17. G I T O P S P R I N C I P L E S
- 20. GITOPS PRINCIPLES System is described declaratively It allows to describe the entire system (services and applications) as configuration code. Kubernetes, given its declarative nature and the controller pattern, is a perfect tool to do GitOps.
- 22. GITOPS PRINCIPLES ● Git as the single source of truth of the system ● Git as the single place where we operate (create, change and destroy) all environments
- 23. GITOPS PRINCIPLES 1 2 3
- 24. GITOPS PRINCIPLES Changes can be automatically applied Responsible of the automation is a GitOps Operator. It’s a Kubernetes operator, a server-side controller, that read the desired state of a system (i.e. the manifests in a git repo) and continually tries to make the actual state of the system match those manifests.
- 25. GITOPS PRINCIPLES 1 2 3 4
- 26. GITOPS What do I need to do GitOps in K8s?
- 27. GITOPS What do I need to do GitOps in K8s?
- 28. G I T O P S O P E R A T O R S
- 29. ● Flux is an open source project that was originally developed by Weave Works, the same company that coined the term GitOps ● FluxCD is a declarative deployment automation tool which is controlled by means of its CLI, fluxctl ● Is a CNCF sandbox project since august 2019 ● The new version of Flux (Flux V2) is in actual development and almost production ready (roadmap) and is based on the GitOps Toolkit Flux CD GITOPS IN PRACTICE https://fluxcd.io/
- 30. ● Argo CD is a declarative GitOps continuous delivery tool for Kubernetes and one of the 4 Argo Projects (a set of Kubernetes-native tools for deploying and running jobs and applications). ● includes a command line tool and an excellent graphical user interface ● Developed by Intuit (a large a large American business and financial software company), is a CNCF incubator project since april 2020 ● Focused on enterprise use-cases (security, RBAC, SSO, centralized multi-tenancy multi-cluster management) Argo CD GITOPS IN PRACTICE https://argoproj.github.io/projects/argo-cd
- 31. ● Jenkins X is a CI/CD solution for modern cloud applications on Kubernetes, an open source opinionated way to do continuous delivery with Kubernetes, natively ● Is a free open source tool with enterprise support offered by Cloudbees ● it can handle all parts of the GitOps process, it’s an all-in-one solution Jenkins-x GITOPS IN PRACTICE https://www.cloudbees.com/jenkins-x/what-is-jenkins-x
- 32. ● Gitlab 13.4 (september 2020) integrated the Kubernetes Agent (as premium only feature) ● It’s the first attempt to integrate GitOps CD in Gitlab CI, implemented as a Kubernetes operator running inside the cluster ● It’s based on Argo GitOps Engine GitLab EE GITOPS IN PRACTICE https://docs.gitlab.com/ee/user/clusters/agent/
- 33. Let’s talk about CICD pipeline and GitOps
- 34. CICD PIPELINE AND GITOPS A tipical Kubernetes CI/CD pipeline (the push model) Jenkins CircleCI Travis CI GitLab GitHub Actions Application Repository Image registry Build Pipeline Trigger Push images on registry Deploy Environment CI CDDevelopers
- 35. CICD PIPELINE AND GITOPS A tipical Kubernetes CI/CD pipeline (the push model) Jenkins CircleCI Travis CI GitLab GitHub Actions Application Repository Image registry Build Pipeline Trigger Push images on registry Deploy Environment CI CDDevelopers CI TOOL PUSH CHANGES IN PRODUCTION
- 36. CICD PIPELINE AND GITOPS https://www.gitops.tech/#pull-based-deployments The GitOps pull-based model for CD CI CD
- 37. CICD PIPELINE AND GITOPS https://www.gitops.tech/#pull-based-deployments The GitOps pull-based model for CD CI CD
- 38. CICD PIPELINE AND GITOPS https://www.gitops.tech/#pull-based-deployments The GitOps pull-based model for CD CI CD
- 39. CICD PIPELINE AND GITOPS https://www.gitops.tech/#pull-based-deployments The GitOps pull-based model for CD CI CD
- 40. GITOPS BENEFITS GitOps benefits ● Improve system observability: allow running state and desired state to be observable ● Improve security: no need to expone to internet K8s API server or to give access to developers to the application cluster. ● Simpler disaster recovery and rollback procedure which is consistent with the normal deployment experience (git revert commit) ● Increased Productivity: what can be described can be automated - continuous deployment automation with an integrated feedback control loop via the operator
- 41. GITOPS THE BAD GitOps: the bad and the ugly ● You need to structure the environment repo and your pipelines to prevent concurrent push on the same repo (since remote may be out of sync): multiple CI processes can end up writing to the same GitOps repo, causing conflicts or errors. This is may happen for example if you have configured a single repository environment to describe describe all applications deployed in a given cluster (Flux CD V1 for example supported only one env repo) ● Doesn’t give you an opinionated way to deal with secret management (Git repositories are not great places to store secrets, as you have to encrypt and decrypt them) https://blog.container-solutions.com/gitops-limitations https://www.reddit.com/r/kubernetes/comments/imgqoj/gitops_the_bad_and_the_ugly/
- 42. GITOPS : Some suggestions? GitOps - Suggestions? ● Use two repos: one for app source code, another for manifests. ● Never store secrets or keys in manifests repo as plain text and yes, base64 is plain text! (plan how to manage secrets)
- 44. THANK YOU!