import torch
from typing import Any
# The _get_device_index has been moved to torch.utils._get_device_index
from torch._utils import _get_device_index as _torch_get_device_index


def _get_device_index(device: Any, optional: bool = False,
                      allow_cpu: bool = False) -> int:
    r"""Gets the device index from :attr:`device`, which can be a torch.device
    object, a Python integer, or ``None``.

    If :attr:`device` is a torch.device object, returns the device index if it
    is a CUDA device. Note that for a CUDA device without a specified index,
    i.e., ``torch.device('cuda')``, this will return the current default CUDA
    device if :attr:`optional` is ``True``. If :attr:`allow_cpu` is ``True``,
    CPU devices will be accepted and ``-1`` will be returned in this case.

    If :attr:`device` is a Python integer, it is returned as is.

    If :attr:`device` is ``None``, this will return the current default CUDA
    device if :attr:`optional` is ``True``.
    """
    if isinstance(device, int):
        return device
    if isinstance(device, str):
        device = torch.device(device)
    if isinstance(device, torch.device):
        if allow_cpu:
            if device.type not in ['cuda', 'cpu']:
                raise ValueError('Expected a cuda or cpu device, but got: {}'.format(device))
        elif device.type != 'cuda':
            raise ValueError('Expected a cuda device, but got: {}'.format(device))
    if not torch.jit.is_scripting():
        if isinstance(device, torch.cuda.device):
            return device.idx
    return _torch_get_device_index(device, optional, allow_cpu)


def _dummy_type(name: str) -> type:
    def get_err_fn(is_init: bool):
        def err_fn(obj, *args, **kwargs):
            if is_init:
                class_name = obj.__class__.__name__
            else:
                class_name = obj.__name__
            raise RuntimeError(
                "Tried to instantiate dummy base class {}".format(class_name))
        return err_fn
    return type(name, (object,), {"__init__": get_err_fn(True), "__new__": get_err_fn(False)})