CLI Commands Reference

`deployml doctor`

Check that all required local tools are installed and authenticated.

deployml doctor

Run this before anything else. Checks for gcloud, docker, terraform, and bq.

`deployml init`

Enable required GCP APIs for a project and create the Artifact Registry repository. Run once per project.

deployml init --provider gcp --project-id YOUR_PROJECT_ID

Options: - --provider, -p: Cloud provider — currently gcp - --project-id, -j: GCP project ID

`deployml build-images`

Build Docker images and push them to GCP Artifact Registry. Reads project ID and region from config.yaml by default.

deployml build-images

Options: - --config-path, -c: Path to config YAML file (default: config.yaml) - --docker-root, -d: Path to folder containing Dockerfiles (default: built-in package images) - --gcp-project, -p: GCP project ID (default: inferred from config) - --region: GCP region (default: inferred from config) - --repository: Artifact Registry repository name (default: mlops-images) - --tag: Image tag (default: latest) - --create-repo: Create the Artifact Registry repository if it does not exist

`deployml deploy`

Deploy infrastructure from a YAML config file.

deployml deploy --verbose

Options: - --config-path, -c: Path to config YAML file (default: config.yaml) - --verbose, -v: Stream Terraform logs instead of showing a progress bar - --yes, -y: Skip confirmation prompts

`deployml get-urls`

Print service URLs from the last deployment and write them to a .env file.

deployml get-urls

Options: - --config-path, -c: Path to config YAML file (default: config.yaml) - --env-path: Where to write the .env file (default: .env)

`deployml destroy`

Tear down all infrastructure for a given config.

deployml destroy

Options: - --config-path, -c: Path to config YAML file (default: config.yaml) - --clean-workspace: Delete the local workspace folder after destroy - --yes, -y: Skip confirmation prompts