Advanced Testing

Robust testing ensures reliability and maintainability of large systems.

Testing Techniques

• pytest Fixtures
• Mocking & Patching
• Property-based Testing
• Continuous Integration

Mocking Example

from unittest.mock import patch

def fetch_data():
    return "real data"

with patch("__main__.fetch_data", return_value="mocked"):
    print(fetch_data())