: Avoid complicated multiple inheritance (diamonds). If you need mixins, keep them small and method names unique. 8. Abstract Base Classes (ABCs) – Enforcing Contracts Abstract base classes define interfaces that subclasses must implement.
c = Concrete() c.process() Logging start Validating Base Logging end python 3 deep dive part 4 oop high quality
class Concrete(LogMixin, ValidateMixin, Base): pass : Avoid complicated multiple inheritance (diamonds)
:
ABCs are essential for large systems to enforce Liskov substitution. Descriptors are the mechanism behind @property , @classmethod , and @staticmethod . A descriptor is any class implementing __get__ , __set__ , or __delete__ . python 3 deep dive part 4 oop high quality
: Register virtual subclasses.