Bob Belderbos: When to use cla... Note

Bob Belderbos: When to use classmethod, staticmethod, or instance method in Python

To distinguish between Python's method types, observe what the method utilizes. If it needs the instance, denoted by self, it's an instance method for modifying object state. If it requires the class itself, cls, but not a specific instance, it's a classmethod, ideal for alternative constructors or registries. When a method needs neither self nor cls, it's a staticmethod, functioning as an isolated helper or utility.A classmethod is particularly useful when constructing objects in multiple ways, as Python doesn't allow overloading __init__. Examples include creating dates from timestamps or ISO strings, as seen in datetime.date. These methods use cls to ensure instances of subclasses are correctly created. Another common use for classmethod is managing class-level state, such as plugin registries or counters.A staticmethod is essentially a standalone function housed within a class for organizational purposes. It's useful for helper functions tightly coupled to the class's purpose, like conversion utilities in a Color class. However, if a staticmethod doesn't logically belong to the class, it might be better as a module-level function for easier testing. The core principle is to ensure methods perform work relevant to their designated scope.As AI-generated code becomes more prevalent, critically evaluating its structure and purpose is crucial. A classmethod that merely forwards arguments to __init__ without adding value may indicate a lack of understanding. Similarly, a staticmethod that could be a standalone function might be structurally incorrect. Developing a strong sense of good Python practices is essential when reviewing code, regardless of its origin. This decision rule provides a simple framework for such evaluations.