Property-Based Testing with Hypothesis

Discover edge cases automatically by testing properties instead of examples.

Overview

• Testing functions with many possible inputs
• Validating invariants that must hold for all inputs
• Finding boundary conditions and edge cases
• Testing serialization/deserialization roundtrips
• Stateful testing of APIs and state machines

Quick Reference

Example-Based vs Property-Based