Finding All Subclasses of a Class in Python
To retrieve all classes inherited from a specified base class in Python, utilize the __subclasses__() method. This method is available for new-style classes that extend the object class (the default in Python 3). Here's how it works:
class Foo(object): pass class Bar(Foo): pass class Baz(Foo): pass class Bing(Bar): pass print([cls.__name__ for cls in Foo.__subclasses__()]) # ['Bar', 'Baz'] print(Foo.__subclasses__()) # [<class '__main__.Bar'>, <class '__main__.Baz'>]
To include subsubclasses, recursion can be used:
def all_subclasses(cls): return set(cls.__subclasses__()).union( [s for c in cls.__subclasses__() for s in all_subclasses(c)]) print(all_subclasses(Foo)) # {<class '__main__.Bar'>, <class '__main__.Baz'>, <class '__main__.Bing'>}
Note: Subclasses that have not been defined yet (e.g., due to unimported modules) will not be detected by __subclasses__().
Locating Subclasses Using a Class Name String:
When only the class name is available as a string, the following steps are necessary:
Finding a Class from a Name String:
The method for locating a class from a name string depends on its expected location:
If expected within the same module:
cls = globals()[name]
If expected within the locals namespace:
cls = locals()[name]
If anywhere in the modules:
import importlib modname, _, clsname = name.rpartition('.') mod = importlib.import_module(modname) cls = getattr(mod, clsname)
Once the class is found, its __subclasses__() method can be used to retrieve the desired list of subclasses.
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