import itertools
import numpy as np
import decimal
from otree.api import (
    models, widgets, BaseConstants, BaseSubsession, BaseGroup, BasePlayer,
    Currency as c, currency_range
)

author = 'Your name here'

doc = """
Your app description
"""


class Constants(BaseConstants):
    name_in_url = 'juego'
    players_per_group = 4
    num_rounds = 5

class Subsession(BaseSubsession):
    random = np.round_(np.random.normal(500, 150, 10), decimals=0, out=None)
    rand = np.round_(np.random.uniform(1, 5, 1), decimals=0, out=None)
    num = models.FloatField()
    num2 = models.FloatField()
    def creating_session(self):
        import random
        if self.round_number == 1:
            paying_round = random.randint(1, Constants.num_rounds)
            self.session.vars['paying_round'] = paying_round

    def some_method2(self, Ki=[]):
        players = self.get_players()
        if self.round_number == 1:
            for p in players:
                p.creencia = (p.De_1_a_100 / 20) * 50 + (p.De_101_a_200 / 20)*150 + (p.De_201_a_300 / 20)*250 + \
                             (p.De_301_a_400 / 20)*350 + (p.De_401_a_500 / 20)*450 + (p.De_501_a_600 / 20)*550 + \
                             (p.De_601_a_700 / 20)*650 + (p.De_701_a_800 / 20)*750 + (p.De_801_a_900 / 20)*850 + \
                             (p.De_901_a_1000 / 20)*950
                Ki.append(round(p.creencia, 0))
            self.session.vars['apuesta'] = Ki
    pass

    def some_method(self):
        if self.round_number == 1:
            players = self.get_players()

            Ma_Ka_players = [p for p in players if p.participant.vars['Sesgo'] == 'Mayor' and p.participant.vars['grupo'] == "Kandisky"]
            Me_Ka_players = [p for p in players if p.participant.vars['Sesgo'] == 'Menor' and p.participant.vars['grupo'] == "Kandisky"]
            Ma_Kl_players = [p for p in players if p.participant.vars['Sesgo'] == 'Mayor' and p.participant.vars['grupo'] == "Klee"]
            Me_Kl_players = [p for p in players if p.participant.vars['Sesgo'] == 'Menor' and p.participant.vars['grupo'] == "Klee"]

            group_matrix = []

            # pop elements from M_players until it's empty
            while Ma_Ka_players:
                new_group1 = [
                    Ma_Ka_players.pop(),
                    Ma_Ka_players.pop(),
                    Me_Ka_players.pop(),
                    Me_Ka_players.pop(),
                ]
                group_matrix.append(new_group1)
            while Ma_Kl_players:
                new_group2 = [
                    Ma_Kl_players.pop(),
                    Ma_Kl_players.pop(),
                    Me_Kl_players.pop(),
                    Me_Kl_players.pop(),
                ]
                group_matrix.append(new_group2)

            self.set_group_matrix(group_matrix)
        else:
            self.group_like_round(1)


class Group(BaseGroup):

    def set_payoffs(self):
        subsession = self.subsession
        players = self.get_players()
        for p in players:
                p.creencia = (p.De_1_a_100 / 20) * 50 + (p.De_101_a_200 / 20)*150 + (p.De_201_a_300 / 20)*250 + \
                             (p.De_301_a_400 / 20)*350 + (p.De_401_a_500 / 20)*450 + (p.De_501_a_600 / 20)*550 + \
                             (p.De_601_a_700 / 20)*650 + (p.De_701_a_800 / 20)*750 + (p.De_801_a_900 / 20)*850 + \
                             (p.De_901_a_1000 / 20)*950
        for p in players:
            if subsession.random[self.round_number-1] < 101:
                p.pay = 30 + 10 * (2 * (p.De_1_a_100 /20) - ((p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 + (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 + (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 201:
                    p.pay = 30 + 10 * (2 * (p.De_101_a_200 /20) - (
                                (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                                (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                                (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 301:
                p.pay = 30 + 10 * (2 * (p.De_201_a_300 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (
                                p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 401:
                p.pay = 30 + 10 * (2 * (p.De_301_a_400 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 501:
                p.pay = 30 + 10 * (2 * (p.De_401_a_500 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.
                                De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.
                                De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.
                                De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 601:
                p.pay = 30 + 10 * (2 * (p.De_501_a_600 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 701:
                p.pay = 30 + 10 * (2 * (p.De_601_a_700 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 801:
                p.pay = 30 + 10 * (2 * (p.De_701_a_800 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 901:
                p.pay = 30 + 10 * (2 * (p.De_801_a_900 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.
                                De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.
                                De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.
                                De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            elif subsession.random[self.round_number-1] < 1001:
                p.pay = 30 + 10 * (2 * (p.De_901_a_1000 /20) - (
                            (p.De_1_a_100 /20) ** 2 + (p.De_101_a_200 /20) ** 2 +
                            (p.De_201_a_300 /20) ** 2 + (p.De_301_a_400 /20) ** 2 +
                            (p.De_401_a_500 /20) ** 2 + (p.De_501_a_600 /20) ** 2 + (p.
                                De_601_a_700 /20) ** 2 + (p.De_701_a_800 /20) ** 2 + (p.
                                De_801_a_900 /20) ** 2 + (p.De_901_a_1000 /20) ** 2))
            else:
                p.pay = 20
        for p in players:
            p.avg_creencias = (p.other_player1().creencia + p.other_player2().creencia + p.other_player3().creencia) / 3
        for p in players:
            if self.subsession.round_number == self.session.vars['paying_round']:
                p.pago = (p.pay+p.participant.vars['foo']*2)*500
            pass


class Player(BasePlayer):
    De_1_a_100 = models.IntegerField(initial=0, min=0, max=20)
    De_101_a_200 = models.IntegerField(initial=0, min=0, max=20)
    De_201_a_300 = models.IntegerField(initial=0, min=0, max=20)
    De_301_a_400 = models.IntegerField(initial=0, min=0, max=20)
    De_401_a_500 = models.IntegerField(initial=0, min=0, max=20)
    De_501_a_600 = models.IntegerField(initial=0, min=0, max=20)
    De_601_a_700 = models.IntegerField(initial=0, min=0, max=20)
    De_701_a_800 = models.IntegerField(initial=0, min=0, max=20)
    De_801_a_900 = models.IntegerField(initial=0, min=0, max=20)
    De_901_a_1000 = models.IntegerField(initial=0, min=0, max=20)
    creencia = models.FloatField()
    avg_creencias = models.FloatField()
    pay = models.FloatField()
    def other_player1(self):
        return self.get_others_in_group()[0]
    def other_player2(self):
        return self.get_others_in_group()[1]
    def other_player3(self):
        return self.get_others_in_group()[2]
    pago = models.FloatField()
    pass