Kustomize Explained; An MLOps Use Case

Kustomize Explained; An MLOps Use Case

Kustomize is a tool to customize YAML files like Kubernetes (K8s) manifests, template free. In here, i will sharing my experience from a journey in the field of Machine Learning Operations (MLOps) might allow you to gain some practical knowledge from a real use case.

Kustomize  is a tool to customize YAML files like Kubernetes (K8s) manifests, template free. Meanwhile, it became a built-in kubectl operation to apply K8s object definitions from YAML files stored in a hierarchical directory structure.

There are some great examples in the documentation of Kustomize. Nevertheless, sharing my experience from a journey in the field of Machine Learning Operations (MLOps) might allow you to gain some practical knowledge from a real use case.

K8s object definition is thought to be a manifest of highly reproducible value. Therefore, templates or environment variables, to make content definitions alterable, are not supported. This might lead to a conflict if multiple deployments share many similarities because common parts need a lot of copy and paste and parallel versioning. Also, copies are hard to maintain and source for errors if changes have repeatedly been made across similar definitions.

To dissolve such conflicts, Kustomize comes really in handy.

docker

What is Geek Coin

What is GeekCash, Geek Token

Best Visual Studio Code Themes of 2021

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Docker Explained: Docker Architecture | Docker Registries

Following the second video about Docker basics, in this video, I explain Docker architecture and explain the different building blocks of the docker engine; docker client, API, Docker Daemon. I also explain what a docker registry is and I finish the video with a demo explaining and illustrating how to use Docker hub.

Docker Architecture Overview & Docker Components [For Beginners]

Docker Architecture Overview & Docker Components. This ultimate guide revolves around the underlying technologies used by Docker Containers to provide effective containerisation services to its users. It explains the entire Docker architecture and its components using intuitive diagrams.

Docker Tutorial for Beginners 8 - Build and Run C++ Applications in a Docker Container

Welcome to this on Docker Tutorial for Beginners. In this video provides an Introduction on C++ development with Docker containers. So we will see How to ship C++ Programs in Docker.

Docker: Installing Docker and Understanding basic docker commands

“Docker: Understanding Docker Architecture and Components”, The First thing we are going to do is to run the “docker run hello-world” command. This command tries to find the “hello-world” image locally and if not found, it then downloads an image from the docker hub and runs the container out of this image.

WordPress in Docker. Part 1: Dockerization

This entry-level guide will tell you why and how to Dockerize your WordPress projects.