kubernetes-lite 0.0.6

Kubernetes Lite is a "liteweight" wrapper around various golang Kubernetes libraries using gopy

Kubernetes Lite

Kubernetes Lite is a "liteweight" wrapper around various golang Kubernetes libraries using gopy. It brings the benefits of go's resource efficiency plus the feature set of packages like client-go and the controller-runtime to Python.

Documentation

Get going with our examples page or jump into more details with our API Reference!

Installation

[!WARNING] Since go 1.21 having multiple go shared objects in the same process is not supported. Thus you can not use other CGO based libraries with kubernetes-lite. If you would like to combine this package with another golang based one then please open an issue so we can discuss possible solutions.

Kubernetes Lite provides precompiled both x86 and arm wheels for Linux and MacOS. You can install the package with the standard pip install

pip3 install kubernetes_lite

Source Installation

To install Kubernetes Lite from source, you must install golang 1.23. You should then let setup-tools/pip install the package like normal.

pip3 install --no-binary "kubernetes_lite" kubernetes_lite

Dynamic Client

Kubernetes Lite exposes client-go's dynamic client, which, on average, is 20% faster and uses half the memory than the standard Kubernetes library. It supports all of the options defined by apimachinery in both their JSON and camelCase formats. See the examples folder for a recreation of client-go's own dynamic example.

In addition to the usage example you can check out the Api Reference for a detailed description of all methods and options.

from kubernetes_lite.client import DynamicClient

# Construct a client using https://pkg.go.dev/sigs.k8s.io/controller-runtime/pkg/client/config#GetConfig
client = DynamicClient()
# List all deployments in a cluster
client.resource("apps/v1","Deployment").list()

The following graphs highlight the speed and efficiency of the dynamic client. One caveat is that the "20%" runtime improvement is on top of a fast standard client. The official client is only 1-3ms behind Kubernetes Lite, which would not impact a networked client where network latencies usually are much higher than 1ms. The real benefit of Kubernetes Lite's resource efficiency is startup time. If you have a simple script that needs to be run at frequent intervals, the startup save of 300ms can be impactful.

EnvTest

To aid in testing all Python Kubernetes libraries, Kubernetes Lite also provides bindings to the controller-runtime's envtest package. This allows you to start a local control plane without needing a container runtime, which provides users real API server to test against, replacing the need for complicated "mock" clients and servers. As shown in our examples folder, these bindings and pytest fixtures work with any Kubernetes client, including the official one.

# Import standard Kubernetes client
from kubernetes import client, config
# Import Kubernetes Lite Fixture
from kubernetes_lite.envtest.pytest import session_kubernetes_env, EnvTest

def test_kubernetes_core_api(session_kubernetes_env: EnvTest):
    """Test that kubernetes core api works with envtest"""
    config.load_config(config_file=session_kubernetes_env.config())

    v1 = client.CoreV1Api()
    print("Listing pods with their IPs:")
    ret = v1.list_pod_for_all_namespaces(watch=False)
    for i in ret.items:
        print(f"{i.status.pod_ip}\t{i.metadata.namespace}\t{i.metadata.name}")

The EnvTest class was designed to be compatible with the controller-runtime version. It uses the same environmental configuration as go with support for envvars like KUBEBUILDER_ASSETS and USE_EXISTING_CLUSTER. For a complete guide to envtest checkout the controller-runtimes Configuring Envtest guide. The code snippets will be different; instead of setup-envtest, it will be python3 -m kubernetes_lite.setup_envtest, but the guide is still applicable.

Setup EnvTest

Along with envtest, Kubernetes Lite wraps it's helper script setup-envtest. This script is automatically called when starting an EnvTest instance but it can also be invoked manually with python3 -m kubernetes_lite.setup_envtest. It has the exact same options and use as the go version.

❯ python3 -m kubernetes_lite.setup_envtest use
Version: 1.32.0
OS/Arch: darwin/amd64
sha512: a7824ff8ae9c5062bcbde243a7a3a1c76e02de0c92e2b332daf1954405aeded856023f277d74197862d0d5909e9e1dca451b5f2e84796e451ad6011ec98f8433
Path: /Users/michaelhonaker/Library/Application Support/io.kubebuilder.envtest/k8s/1.32.0-darwin-amd64

Contributing

Check out our contributing guide to learn how to contribute to Kubernetes Lite.

Code of Conduct

Participation in Kubernetes Lite is governed by our Code of Conduct.