MLFlow Docker Setup

Includes MLFlow 2.14, postgreSQL 14, minio, and data backup service. Setup for on-prem object storage The only requirement is docker installed on your system and we are going to use Bash on linux/windows.

🚀 1-2-3! Setup guide

1. Configure .env file for your choice. You can put there anything you like, it will be used to configure your services
2. Run docker compose up
3. Open up http://localhost:5000 for MlFlow, and http://localhost:9001/ to browse your files in S3 artifact store

Features

• One file setup (.env)
• Minio S3 artifact store with GUI
• PostgreSQL 14 mlflow storage
• MLFlow 2.14
• Ready to use bash scripts for python development!
• Automatically-created s3 buckets
• Automatically create backups of database and object store

Credits

Forked from https://github.com/Toumash/mlflow-docker