Source code for lenstronomy.Util.derivative_util

"""Routines to compute derivatives of spherical functions."""
import numpy as np

from lenstronomy.Util.package_util import exporter

export, __all__ = exporter()




@export
def d_r_dx(x, y):
    """Derivative of r with respect to x :param x:

    :param y:
    :return:
    """
    return x / np.sqrt(x**2 + y**2)





@export
def d_r_dy(x, y):
    """Differential dr/dy.

    :param x:
    :param y:
    :return:
    """
    return y / np.sqrt(x**2 + y**2)





@export
def d_r_dxx(x, y):
    """Second derivative dr/dxdx :param x:

    :param y:
    :return:
    """
    return y**2 / (x**2 + y**2) ** (3.0 / 2)





@export
def d_r_dyy(x, y):
    """Second derivative dr/dxdx :param x:

    :param y:
    :return:
    """
    return x**2 / (x**2 + y**2) ** (3.0 / 2)





@export
def d_r_dxy(x, y):
    """Second derivative dr/dxdx :param x:

    :param y:
    :return:
    """
    return -x * y / (x**2 + y**2) ** (3 / 2.0)





@export
def d_phi_dx(x, y):
    """Angular derivative in respect to x when phi = arctan2(y, x)

    :param x:
    :param y:
    :return:
    """
    return -y / (x**2 + y**2)





@export
def d_phi_dy(x, y):
    """Angular derivative in respect to y when phi = arctan2(y, x)

    :param x:
    :param y:
    :return:
    """
    return x / (x**2 + y**2)





@export
def d_phi_dxx(x, y):
    """Second derivative of the orientation angle.

    :param x:
    :param y:
    :return:
    """
    return 2 * x * y / (x**2 + y**2) ** 2





@export
def d_phi_dyy(x, y):
    """Second derivative of the orientation angle in dydy.

    :param x:
    :param y:
    :return:
    """
    return -2 * x * y / (x**2 + y**2) ** 2





@export
def d_phi_dxy(x, y):
    """Second derivative of the orientation angle in dxdy.

    :param x:
    :param y:
    :return:
    """
    return (-(x**2) + y**2) / (x**2 + y**2) ** 2





@export
def d_x_diffr_dx(x, y):
    """Derivative of d(x/r)/dx equivalent to second order derivatives dr_dxx.

    :param x:
    :param y:
    :return:
    """
    return y**2 / (x**2 + y**2) ** (3 / 2.0)





@export
def d_y_diffr_dy(x, y):
    """Derivative of d(y/r)/dy equivalent to second order derivatives dr_dyy.

    :param x:
    :param y:
    :return:
    """
    return x**2 / (x**2 + y**2) ** (3 / 2.0)





@export
def d_y_diffr_dx(x, y):
    """Derivative of d(y/r)/dx equivalent to second order derivatives dr_dxy.

    :param x:
    :param y:
    :return:
    """
    return -x * y / (x**2 + y**2) ** (3 / 2.0)





@export
def d_x_diffr_dy(x, y):
    """Derivative of d(x/r)/dy equivalent to second order derivatives dr_dyx.

    :param x:
    :param y:
    :return:
    """
    return -x * y / (x**2 + y**2) ** (3 / 2.0)