"""
Huang et al. (2015) Power-Functions
===================================

Define the *Huang, Cui, Melgosa, Sanchez-Maranon, Li, Luo and Liu (2015)*
power-functions for improving the performance of colour-difference formulas.

-   :func:`colour.difference.power_function_Huang2015`

References
----------
-   :cite:`Huang2015` : Huang, M., Cui, G., Melgosa, M., Sanchez-Maranon, M.,
    Li, C., Luo, M. R., & Liu, H. (2015). Power functions improving the
    performance of color-difference formulas. Optical Society of America,
    23(1), 597-610. doi:10.1364/OE.23.000597
-   :cite:`Li2017` : Li, C., Li, Z., Wang, Z., Xu, Y., Luo, M. R., Cui, G.,
    Melgosa, M., Brill, M. H., & Pointer, M. (2017). Comprehensive color
    solutions: CAM16, CAT16, and CAM16-UCS. Color Research & Application,
    42(6), 703-718. doi:10.1002/col.22131
"""

from __future__ import annotations

import typing

import numpy as np

if typing.TYPE_CHECKING:
    from colour.hints import ArrayLike, Literal, NDArrayFloat

from colour.utilities import CanonicalMapping, tsplit, validate_method

__author__ = "Colour Developers"
__copyright__ = "Copyright 2013 Colour Developers"
__license__ = "BSD-3-Clause - https://opensource.org/licenses/BSD-3-Clause"
__maintainer__ = "Colour Developers"
__email__ = "colour-developers@colour-science.org"
__status__ = "Production"

__all__ = [
    "power_function_Huang2015",
]

COEFFICIENTS_HUANG2015: CanonicalMapping = CanonicalMapping(
    {
        "CIE 1976": np.array([1.26, 0.55]),
        "CIE 1994": np.array([1.41, 0.70]),
        "CIE 2000": np.array([1.43, 0.70]),
        "CMC": np.array([1.34, 0.66]),
        "CAM02-LCD": np.array([1.00, 0.85]),
        "CAM02-SCD": np.array([1.45, 0.75]),
        "CAM02-UCS": np.array([1.30, 0.75]),
        "CAM16-UCS": np.array([1.41, 0.63]),
        "DIN99d": np.array([1.28, 0.74]),
        "OSA": np.array([3.32, 0.62]),
        "OSA-GP-Euclidean": np.array([1.52, 0.76]),
        "ULAB": np.array([1.17, 0.69]),
    }
)
COEFFICIENTS_HUANG2015.__doc__ = """
*Huang et al. (2015)* power-functions coefficients.

References
----------
:cite:`Huang2015`, :cite:`Li2017`

Notes
-----
-   :cite:`Li2017` does not give the coefficients for the *CAM16-LCD* and
    *CAM16-SCD* colourspaces. *Ronnie Luo* has been contacted to know if
    they have been computed.

Aliases:

-   'cie1976': 'CIE 1976'
-   'cie1994': 'CIE 1994'
-   'cie2000': 'CIE 2000'
"""
COEFFICIENTS_HUANG2015["cie1976"] = COEFFICIENTS_HUANG2015["CIE 1976"]
COEFFICIENTS_HUANG2015["cie1994"] = COEFFICIENTS_HUANG2015["CIE 1994"]
COEFFICIENTS_HUANG2015["cie2000"] = COEFFICIENTS_HUANG2015["CIE 2000"]


def power_function_Huang2015(
    d_E: ArrayLike,
    coefficients: (
        Literal[
            "CIE 1976",
            "CIE 1994",
            "CIE 2000",
            "CMC",
            "CAM02-LCD",
            "CAM02-SCD",
            "CAM16-UCS",
            "DIN99d",
            "OSA",
            "OSA-GP-Euclidean",
            "ULAB",
        ]
        | str
    ) = "CIE 2000",
) -> NDArrayFloat:
    """
    Apply the *Huang, Cui, Melgosa, Sanchez-Maranon, Li, Luo and Liu
    (2015)* power-function to improve colour difference values for
    specified coefficients: :math:`d_E^{\\prime}=a \\cdot d_{E}^{b}`.

    Parameters
    ----------
    d_E
        Computed colour difference array :math:`\\Delta E`.
    coefficients
        Coefficients for the power-function.

    Returns
    -------
    :class:`numpy.ndarray`
        Improved :math:`\\Delta E` value.

    References
    ----------
    :cite:`Huang2015`, :cite:`Li2017`

    Examples
    --------
    >>> d_E = np.array([2.0425, 2.8615, 3.4412])
    >>> power_function_Huang2015(d_E)  # doctest: +ELLIPSIS
    array([ 2.3574879...,  2.9850503...,  3.3965106...])
    """

    coefficients = validate_method(
        coefficients,
        tuple(COEFFICIENTS_HUANG2015),
        '"{0}" coefficients are invalid, they must be one of {1}!',
    )

    a, b = tsplit(COEFFICIENTS_HUANG2015[coefficients])

    return a * d_E**b