[SUBMARINE-743] Support MLflow server on Submarine

• Type: Sub-task
• Status: Resolved
• Priority: Major
• Resolution: Fixed
• Fix Version/s: 0.6.0
• Component/s: Backend Server
• Labels: pull-request-available
• Target Version: 0.6.0
• Assignee: Wen-Chien,Juan
• Reporter: Kevin Su
• Created: 19/Feb/21 05:46
• Updated: 24/Jun/21 17:00
• Resolved: 12/Mar/21 01:25

Description

Qlib writes metrics and parameters to the mlflow server, and we could help users deploy the mlflow server like tensorboard by using Helm Chart.

Users don't need to know how to deploy or how to use mlflow, and they can directly check the metrics on MLflow UI.

Issue Links

• relates to: SUBMARINE-863 A time lag between the frontend and backend of MLflow
• relates to: SUBMARINE-854 Avoid making the same bucket twice
• links to: GitHub Pull Request #531