from ._compatibility import compatibility _help_mutation = """\ If you are attempting to modify the kwargs or args of a torch.fx.Node object, instead create a new copy of it and assign the copy to the node: new_args = ... # copy and mutate args node.args = new_args """ def _no_mutation(self, *args, **kwargs): raise NotImplementedError(f"'{type(self).__name__}' object does not support mutation. {_help_mutation}") def _create_immutable_container(base, mutable_functions): container = type('immutable_' + base.__name__, (base,), {}) for attr in mutable_functions: setattr(container, attr, _no_mutation) return container immutable_list = _create_immutable_container(list, ['__delitem__', '__iadd__', '__imul__', '__setitem__', 'append', 'clear', 'extend', 'insert', 'pop', 'remove']) immutable_list.__reduce__ = lambda self: (immutable_list, (tuple(iter(self)),)) compatibility(is_backward_compatible=True)(immutable_list) immutable_dict = _create_immutable_container(dict, ['__delitem__', '__setitem__', 'clear', 'pop', 'popitem', 'update']) immutable_dict.__reduce__ = lambda self: (immutable_dict, (iter(self.items()),)) compatibility(is_backward_compatible=True)(immutable_dict)