This directory contains CI/CD workflow definitions using GitHub Actions, under workflows. These workflows cover testing and deployment of both ML code (for model training, batch inference, etc) and the Databricks ML resource definitions under databricks-config.

The included CI/CD worfklows depend on the secrets listed below. By default, the workflows read secrets values from GitHub Actions Encrypted Secrets, but you can modify them to read secrets from elsewhere.

• Credentials for Databricks authentication:* DEV_WORKSPACE_TOKEN
  • STAGING_WORKSPACE_TOKEN
  • PROD_WORKSPACE_TOKEN

The exact steps are described in these docs for the run-notebook GitHub Action used to drive CI/CD in the workflows under .github.