Testing Airflow DAGs: A Comprehensive Guide
Unit test tasks, validate DAG structure, mock external services, and build CI/CD pipelines for Airflow. Prevent silent data loss with systematic testing.
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Unit test tasks, validate DAG structure, mock external services, and build CI/CD pipelines for Airflow. Prevent silent data loss with systematic testing.
Master pytest from fixtures and parametrize to marks, plugins, and CI integration. Write fast, maintainable Python tests with practical examples.
Build a robust test suite for FastAPI with TestClient, pytest fixtures, dependency overrides, and async testing patterns.
Master pytest fixtures, parametrize, monkeypatch, and custom markers to write maintainable, expressive tests for production Python code.
Master pytest fixtures for reusable test setup and teardown. Covers scopes, parameterization, factories, autouse, and fixture composition.
Write fast, reliable tests for FastAPI apps using TestClient, pytest fixtures, dependency overrides, and a separate test database.
A practical introduction to pytest — installation, test discovery, the assert statement, parametrize, fixtures, and the command-line flags you will use every day.