MLflow-Docker

MLflow Tracking Server on Docker.

Require

• Docker
• Docker Compose

Install

Set hostname at mlflow server.

cp env.template .env
vim .env

VIRTUAL_HOST="example.com,localhost"

Run

docker-compose up -d

import mlflow
import os

MLFLOW_TRACKING_URI="http://example.com:5000"
MLFLOW_TRACKING_USERNAME="mlflow"
MLFLOW_TRACKING_PASSWORD="mlflow"

os.environ("MLFLOW_TRACKING_USERNAME") = MLFLOW_TRACKING_USERNAME
os.environ("MLFLOW_TRACKING_PASSWORD") = MLFLOW_TRACKING_PASSWORD

mlflow.set_tracking_uri(MLFLOW_TRACKING_URI)