# coding=utf-8
from math import ceil


def assert_device_map(device_map, num_blocks):
    blocks = list(range(0, num_blocks))

    device_map_blocks = [item for sublist in list(device_map.values()) for item in sublist]

    # Duplicate check
    duplicate_blocks = []
    for i in device_map_blocks:
        if device_map_blocks.count(i) > 1 and i not in duplicate_blocks:
            duplicate_blocks.append(i)
    # Missing blocks
    missing_blocks = [i for i in blocks if i not in device_map_blocks]
    extra_blocks = [i for i in device_map_blocks if i not in blocks]

    assert len(duplicate_blocks) == 0, (
        "Duplicate attention blocks specified in device_map. Attention blocks must be specified to one device. These "
        "attention blocks were specified more than once: " + str(duplicate_blocks)
    )
    assert len(missing_blocks) == 0, (
        "There are attention blocks for this model that are not specified in the device_map. Add these attention "
        "blocks to a device on the device_map: " + str(missing_blocks)
    )
    assert (
        len(extra_blocks) == 0
    ), "The device_map contains more attention blocks than this model has. Remove these from the device_map:" + str(
        extra_blocks
    )


def get_device_map(n_layers, devices):
    """Returns a dictionary of layers distributed evenly across all devices."""
    layers = list(range(n_layers))
    n_blocks = int(ceil(n_layers / len(devices)))
    layers_list = list(layers[i : i + n_blocks] for i in range(0, n_layers, n_blocks))

    return dict(zip(devices, layers_list))
