Integration of MLFlow and Other Registries Support

[Dhanunjaya-Elluri]

Kubeflow's model registry Python client supports only HuggingFace.

• Extend this model registry to support MLFlow and other popular registries

[Dhanunjaya-Elluri]

@lampajr I would like to work on this task as a part of GSoC 2024.

[rareddy]

@Dhanunjaya-Elluri you are welcome to submit as proposal but it will be a small project. You can welcome to contribute outside of Gsoc too.

[Dhanunjaya-Elluri]

Hi @rareddy, thanks for your quick reply. I already submitted proposal. But I can start looking into this right now. Do you have any suggestions to get started? For example acceptance criteria for this task.

[rareddy]

@Dhanunjaya-Elluri if your approach is going to be similar to HF work I suggest take look that.

See this opendatahub-io/model-registry-bf4-kf#133 look at the comment I made about the abstracting API, I still believe that is the right way to develop a feature that can fit consistent API or a little variation of it if you are feeling little brave. well acceptance criteria is that works and have unit tests, an documented example.

[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[tarilabs]

We need this (maybe reframed, rescoped) as part of roadmap.

/lifecycle frozen

[rareddy]

@Dhanunjaya-Elluri you still interested in this? how is @mzhl1111 work related?