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import sys import importlib import pkgutil from collections import Counter blacklist = ('idlelib.idle') excluded_submodule_names = ('__main__') search_submodules = 2 mutable_containers = (list, dict, set) def list_container_types(module, mcc): print_module = False for a in dir(module): if a in ('__all__', '__path__', '__builtins__', '__annotations__', '__conditional_annotations__'): # why is __all__ a list and not a tuple? continue # if not a.startswith('_'): # continue attr = getattr(module, a) tp = type(attr) if issubclass(tp, mutable_containers): if not print_module: print(f'{module}:') print_module = True print(f' {a}: {tp}') mcc.update([tp]) def search_modules(module_names, search_submodules: int, mcc): for name in module_names: if name in blacklist: continue try: module = importlib.import_module(name) except: print(f'{name}: error on import') module = None list_container_types(module, mcc) if search_submodules: try: sub_names = list(z.name for z in pkgutil.iter_modules(module.__path__)) except Exception as ex: sub_names = [] mm = [name + '.' + sub_name for sub_name in sub_names if sub_name not in excluded_submodule_names] search_modules(mm, search_submodules - 1, mcc) mcc = Counter() module_names = sorted(list(sys.builtin_module_names)) + sorted(list(sys.stdlib_module_names)) search_modules(module_names, search_submodules=2, mcc = mcc) print() print('number of module level containers by type:') for key, value in mcc.items(): print(f'{key}: {value}')