Octant Kubeflow

An open-source Octant plugin that helps machine learning engineers debug and maintain their Kubeflow workloads, without relying on a Kubernetes background.

Features

Completed

• ✅ Health Check: Status page for all Kubeflow services, restart unready pods instantly
• ✅ Central Dashboard: Kubeflow dashboard embedded within Octant, manage ML tasks without switching windows

Under Development

• ⚠️ Installer: Add Kubeflow to an existing Kubernetes cluster with a single click

Install

Run the following commands to download the repo and build the plugin for your own OS; the binary will then be copied to the default Octant plugin directory. Restart Octant to finish the installation.

git clone https://github.com/liamrathke/octant-kubeflow.git
make build

Uninstall

Run the following command to remove the plugin:

rm -f ~/.config/octant/plugins/octant-kubeflow

Development

Requires Go 1.16+ and fswatch.

Run make dev at the root of this repo, which will do the following:

• Build the binary
• Start the Octant server at http://127.0.0.1:7777
• Watch for file changes, rebuild binary, restart Octant, repeat

Contributions are welcome!

Credits

This plugin was adapted from Octant Helm by Blood Orange.