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MLflow server for EPU

Serious Warning!!

Never update mlflow version within docker-mlflow-server/requirements.txt without first backing up the database (usually the docker volume containing the database). Usually it will end up to losing your data.

Deploy

Just run docker-compose up -d in the VM that the MLflow server will be deployed.

A Postgres database (parameter logging) and a minIO server (model store) are also automatically deployed.

Configure accessibility within EPU VMs.

See here for how to deploy docker on EPU VMs and opening ports to the public:

Alternatively check file at root: How_to_Whitelist_IP_Addresses_to_Access_Desired_Docker_Containers.pdf

Follow the procedure and only allow VPN IPs to the specific port you need to reach.