How do you set up continuous integration for a Python full stack project?

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To set up Continuous Integration (CI) for a Python full stack project, follow these steps:

  1. Version Control: Ensure your code is hosted on a platform like GitHub, GitLab, or Bitbucket.

  2. Choose a CI Tool: Popular options include GitHub Actions, GitLab CI/CD, Travis CI, and CircleCI. For GitHub, create a .github/workflows/ci.yml file.

  3. Define the Workflow: In the CI config file, define jobs like installing dependencies, running tests, and linting. Example for GitHub Actions:

    1. Database Setup: If your backend needs a DB, use Docker services (like PostgreSQL) and configure test settings.

    2. Frontend: If using React/Vue, include a step to install Node and run frontend tests (npm ci && npm run test).

    3. Code Quality: Add tools like flake8, black, or mypy for linting and type checking.

    4. Artifacts & Coverage: Optionally upload test reports or coverage data for visibility.

    With this setup, every push or PR triggers automated checks, ensuring code quality and reliability.

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