Custom theme for a Vaadin & Spring-boot application

Recently I wrote an application based on Vaadin Spring-boot, and when I needed to modify the theme of the application I needed to do some research as how to achieve that. I think that at the time the combination of Vaadin and Spring-boot is still pretty new so that information still must be sought. So in this post I describe the necessary steps. I use the following versions of different tools: