MLflow with postgresql

Repo for mlflow with psql deployment

1. Build MLflow docker image with below command. docker build . -t mlflow:psql

2. Create MLflow namespace kubectl create namespace mlflow

3. Deploy postgresql kubectl -f apply manifest/postgresql.yaml

4. Deploy MLflow kubectl -f apply manifest/mlflow.yaml

Adding authentication for mlflow

5. Integerate MLflow in kubeflow authentication kubectl edit cm centraldashboard-config -n kubeflow and then add the following item to the "menuLinks":

    {
        "type": "item",
        "link": "/mlflow/",
        "text": "MLFlow",
        "icon": "icons:cached"
    }

Create virtual service for mlflow. kubectl apply -f manifest/kfp-mlflow-virtualservice.yaml