# -*- encoding: utf8 -*-

from PyQt4.QtGui import QColor
import numpy as np

from libmath import yafflib, functions

from libmath.BDSlib import id_to_color
from container_base import BaseContainer

import gui.container_widgets


__author__ = 'markusro'

class Conductivity(BaseContainer):
    def __init__( self, plt_imag=None, plt_real=None, limits=None ):
        super(Conductivity, self).__init__(plt_real=plt_real, plt_imag=plt_imag, limits=limits)
        self.widget = gui.container_widgets.ConductivityWidget()
        self.color = QColor("blue")
        self.id_label = "Cond."
        self.id_string = "cond"
        self.param_number = 3


    def function(self, p ,x):
        if self._abort:
            raise StopIteration
        return functions.cond_cmplx(p,x)

    def start_parameter(self, pos):
        cond_par = [0.0, 10**(pos.y()+pos.x())*2*np.pi, 1.0]
        self.set_parameter(beta=cond_par)


class PowerComplex(BaseContainer):
    def __init__( self, plt_real=None, plt_imag=None, limits=None ):
        super(PowerComplex, self).__init__(plt_real=plt_real, plt_imag=plt_imag, limits=limits)
        self.widget = gui.container_widgets.PowerLawWidget()
        self.color = QColor("#ff44c4")
        self.id_label = 'Power Law'
        self.id_string = "pwr"
        self.param_number = 2

    def function( self, p, x ):
        if self._abort:
            raise StopIteration
        return functions.power_cmplx(p, x)

    def start_parameter(self, pos):
        cond_par = [10**(pos.y()+pos.x())*2*np.pi, 1.0]
        self.set_parameter(cond_par)


class Static(BaseContainer):
    def __init__( self, plt_real=None, plt_imag=None, limits=None ):
        super(Static, self).__init__(plt_real=plt_real, plt_imag=plt_imag, limits=limits)
        self.widget = gui.container_widgets.StaticWidget()
        self.color = QColor('#FF0F13')
        self.id_label = u'ε(∞)'
        self.id_string = "eps_infty"
        self.param_number = 1

    def function( self, p, x ):
        if self._abort:
            raise StopIteration
        return functions.static_cmplx(p, x)

    def start_parameter(self, position):
        cond_par = [10**position.y()]
        self.set_parameter(beta=cond_par)

class Peak(BaseContainer):
    def __init__( self, plt_real=None, plt_imag=None, limits=None ):
        super(Peak, self).__init__(plt_real=plt_real, plt_imag=plt_imag, limits=limits)
        self.widget = gui.container_widgets.PeakWidget()
        self.id_label = "Hav-Neg"
        self.id_string = "hn"
        self.param_number = 4

    def set_id(self, id_num):
        """
        Sets color of the peak
        :param id_num: peak id
        :type id_num: int
        """
        self.widget.setId(id_num)
        self.color = id_to_color(id_num)
        self.widget.setColor(self.color)
        self.id_num = id_num

    def function( self, p, x ):
        if self._abort:
            raise StopIteration
        return functions.hn(p, x)

    def start_parameter(self, pos):
        new_peak_beta0 = [2*10**pos.y(), 1/(2*np.pi*10**pos.x()), 1, 1]
        self.set_parameter(beta=new_peak_beta0)

class YAFF(BaseContainer):
    def __init__( self, plt_real=None, plt_imag=None, limits=None ):
        super(YAFF, self).__init__(plt_real=plt_real, plt_imag=plt_imag, limits=limits)
        self.widget = gui.container_widgets.YaffWidget()
        self.widget.on_model_changed.connect(self.change_model)
        self.widget.configuration_changed.connect(self.change_configuration)
        self.color = QColor(32, 120, 29, int(255*0.82))
        self._libyaff = yafflib.Yaff(self.widget.getYaffType())
        self.id_label = self._libyaff.label
        self.id_string = "yaff"
        self._param_number = self._libyaff.params
        self._selector_mask = self.widget.selector_mask

    @property
    def param_number( self ):
        return self._param_number

    @param_number.setter
    def param_number( self, num=None ):
        self._param_number = self._libyaff.params

    def change_configuration( self, t_list, tau_list ):
        self._libyaff.dist_tau = tau_list
        self._libyaff.time_points = t_list
        self.update_data()

    def change_model( self ):
        self._libyaff = yafflib.Yaff(self.widget.getYaffType())
        self._selector_mask = self.widget.selector_mask
        self.id_label = self._libyaff.label
        self.param_number = self._libyaff.params
        self.update_data()

    def function( self, p, x ):
        if self._abort:
            raise StopIteration
        ya = self._libyaff.loss(p, x)
        cplx = np.array([ya.imag, ya.real])
        return cplx

    def start_parameter(self, pos):
        gg_y = 10**pos.y()*2
        gg_x = 1/(10**pos.x()*2*np.pi)
        yaff_par = [gg_y, gg_x, 20.0, 1.0, 0.5, gg_x/100, 1.0, 1.0]
        self.set_parameter(yaff_par)