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kubeflow / arena

A CLI for Kubeflow.
Apache License 2.0
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Add support for MLflow model manage #1058

Closed ChenYi015 closed 3 months ago

ChenYi015 commented 3 months ago

What this PR does / why we need it: Model management is an important aspect of the machine learning lifecycle, and currently, the Arena CLI tool lacks support for model management features. MLflow is an open source platform dedicated to managing machine learning lifecycles, with the MLflow Model Registry component acting as a centralized model store, providing a set of APIs, and a UI, to collaboratively manage the full lifecycle of an MLflow Model. It would be meaningful for Arena to support some form of model registry, and MLflow stands out as a good choice.

Which issue(s) this PR fixes: Fixes #1059

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Syulin7 commented 3 months ago

/lgtm

@ChenYi015 Thank you for your outstanding contribution！

google-oss-prow[bot] commented 3 months ago

[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: ChenYi015, cheyang

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Needs approval from an approver in each of these files: - ~~[OWNERS](https://github.com/kubeflow/arena/blob/master/OWNERS)~~ [cheyang] Approvers can indicate their approval by writing `/approve` in a comment Approvers can cancel approval by writing `/approve cancel` in a comment