If a file myfile.py
contains:
class A(object):
# Some implementation
class B (object):
# Some implementation
How can I define a method so that, given myfile.py
, it returns
[A, B]?
Here, the returned values for A and B can be either the name of the classes or the type of the classes.
(i.e. type(A) = type(str) or type(A) = type(type))
Method 1: To get the list of all the attributes, methods along with some inherited magic methods of a class, we use a built-in called dir() . Method 2: Another way of finding a list of attributes is by using the module inspect .
Python list can hold a list of class objects. We can create one empty list and append multiple class objects to this list. Each list element will be an object, and we can access any member of that object like method, variables, etc. Note that you can append different class objects to the same list.
No, you can define multiple classes (and functions, etc.) in a single file. A file is also called a module. To use the classes/functions defined in the module/file, you will need to import the module/file.
There is no limit on how many classes one can put in a file or a module.
You can get both:
import importlib, inspect
for name, cls in inspect.getmembers(importlib.import_module("myfile"), inspect.isclass):
you may additionally want to check:
if cls.__module__ == 'myfile'
In case it helps someone else. Here is the final solution that I used. This method returns all classes defined in a particular package.
I keep all of the subclasses of X in a particular folder (package) and then, using this method, I can load all the subclasses of X, even if they haven't been imported yet. (If they haven't been imported yet, they cannot be accessible via __all__
; otherwise things would have been much easier).
import importlib, os, inspect
def get_modules_in_package(package_name: str):
files = os.listdir(package_name)
for file in files:
if file not in ['__init__.py', '__pycache__']:
if file[-3:] != '.py':
continue
file_name = file[:-3]
module_name = package_name + '.' + file_name
for name, cls in inspect.getmembers(importlib.import_module(module_name), inspect.isclass):
if cls.__module__ == module_name:
yield cls
It's a bit long-winded, but you first need to load the file as a module, then inspect its methods to see which are classes:
import inspect
import importlib.util
# Load the module from file
spec = importlib.util.spec_from_file_location("foo", "foo.py")
foo = importlib.util.module_from_spec(spec)
spec.loader.exec_module(foo)
# Return a list of all attributes of foo which are classes
[x for x in dir(foo) if inspect.isclass(getattr(foo, x))]
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