Docker image for running mlflow in GCP (Recommend in Cloud Run)
https://hub.docker.com/repository/docker/tmclouisluk/mlflow-gcp
Execute the following SQL statements in the database
create database mlflow;
create user mlflow with encrypted password '<password>';
grant all privileges on database mlflow to mlflow;
MLFLOW_SERVER_BACKEND_STORE
- Cloud SQL connection string, eg.postgresql+psycopg2://<user>:<password>@/<dbname>? host=/cloudsql/<cloud-sql-connection-name>
MLFLOW_SERVER_DEFAULT_ARTIFACT_ROOT
- Cloud Storage url, eg.gs://mlflow
MLFLOW_SERVER_HOST
- Host IP, default0.0.0.0
MLFLOW_SERVER_PORT
- Host port, default8080
MLFLOW_SERVER_WORKERS
- Number of server workers, default2