consciousml/terraform-mlflow

Terraform MLflow

Pre-requisites

Installation

Follow this link.

Setup GCP

1. Create a GCP project here if you don't have one already
2. Enable the following APIs:

• • CloudSQL
• • Google Cloud Storage
• • Secret Manager
• • App Engine
• • Artifact Registry
• • Identify Platform.
• • Identity-Aware Proxy.
• • Cloud Resource Manager API

3. Create a service account here with the Editor role.
4. Download your service account key:

• • Go the Service Account tab in IAM
• • Click on your service account
• • Go to the Keys tab.
• • Select ADD KEY > Create new key
• • Use JSON key type
• • Save the key on disk

Terraform Configuration File

Create a file called terraform.tfvars and add the following content:

project_id = "<PROJECT_ID>"
credentials_file = "<PATH/TO/FILE>.json"

Where <PROJECT_ID> is the ID of your GCP project and <PATH/TO/FILE>.json is the path to the service account key you downloaded in the previous step.

This file will be used to populate the variables in the variables.tf file. Terraform will automatically load the variables from this file.