attrs — Expert Playground

Classes without boilerplate: attributes with validation

Python Playground

import attrs
print("Expert attrs patterns")

Output

Click "Run" to execute your code

Expert-level attrs usage for performance-critical and production-grade applications.

Try modifying the code above to explore different behaviors. Can you extend the example to handle a new use case?