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Kustomize for Kubernetes, but in Python

Project description

Build your Kubernetes manifests for Kustomize in Python!


The reason for this project to exist is to make it easier to create dynamic manifests to be exported for usage in Kubernetes’ “Kustomize” tool. And, by using Python and supporting the “dataclasses” language feature, it also helps reducing boilerplate by encouraging code reuse.

Kustomize, by itself, is already a very powerful tool, and it’s possible to deal with different apps and environments by using the “overlays” approach; but it’s not dynamic enough if you need to define manifests parameters through environment variables, for example. So this project aims to cover that gap.

A complement for Kustomize

This project is by no means a replacement for Kustomize, but rather a complement. The idea is to generate kustomization files from Python files, and then use kubectl apply -k or kustomize build to transform them into final manifests for Kubernetes (even applying them to the cluster).

In other words, the idea is to “compile” Python files into Kustomize files, then just use Kustomize for the rest of the deployment.


The only mandatory dependency to this project is PyYAML. Besides this, you can have attr installed if you want to use their classes, and, if you’re running on Python 3.6, you can install dataclasses to use them - although this project is tested on Python 3.7 and 3.8 only, it probably runs fine on 3.6.

This package will be available as kustomize; you may install it with pip, for example:

$ pip install kustomize

This will also install PyYAML if it’s not already installed.

Alternatively, you can use any other package manager capable of installing packages from PyPI.


The summary is:

  1. You write a source directory with Python files representing the Kustomize files (see directories at python-kustomize/tests/fixtures/);

  2. You run:

    $ pykustomize <source-dir> <dest-dir>

    where <dest-dir> will be the directory where Kustomize YAML files will be put at;

  3. Then you can apply the generated Kustomize files into your cluster:

    $ kubectl apply -f <dest-dir>

    and done!

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