.github/workflows/README.md

CI/CD Workflows

Automated pipelines using GitHub Actions.

Workflows

1. CI Pipeline (ci.yaml)

Triggers: Push to main, Pull Requests Actions:

• Lint code with flake8
• Format check with black
• Validate dependencies

2. Docker Build (docker-build.yaml)

Triggers: Push to main, Version tags Actions:

• Build Docker image
• Push to GitHub Container Registry (ghcr.io)
• Tag with SHA and latest

Access image:

docker pull ghcr.io/your-username/automl-mlops-pipeline:latest

3. HuggingFace Deploy (deploy-hf-space.yaml)

Triggers: Version tags, Manual dispatch Actions:

• Push code to HuggingFace Space
• Auto-deploy live demo

Setup

Required Secrets

Add these in GitHub Settings → Secrets:

1. For Docker Build: None (uses GITHUB_TOKEN automatically)

2. For HuggingFace Deploy:

   • HF_TOKEN: Your HuggingFace access token
   • HF_SPACE_NAME: Your space name (e.g., username/automl-demo)

Get HuggingFace Token

1. Go to https://huggingface.co/settings/tokens
2. Create "Write" access token
3. Add as HF_TOKEN secret in GitHub

Manual Triggers

Trigger HuggingFace deployment manually:

Actions tab → Deploy to HuggingFace Space → Run workflow

View Container Images

Visit: https://github.com/your-username/automl-mlops-pipeline/pkgs/container/automl-mlops-pipeline