soil/models/SentimentCorrelationModel/SentimentCorrelationModel.py

import random
from ..BaseBehaviour import *
from .. import sentimentCorrelationNodeArray


class SentimentCorrelationModel(BaseBehaviour):
    """
    Settings:
        outside_effects_prob
        
        anger_prob
        
        joy_prob
        
        sadness_prob
        
        disgust_prob
    """

    def __init__(self, environment=None, agent_id=0, state=()):
        super().__init__(environment=environment, agent_id=agent_id, state=state)
        self.outside_effects_prob = environment.outside_effects_prob
        self.anger_prob = environment.anger_prob
        self.joy_prob = environment.joy_prob
        self.sadness_prob = environment.sadness_prob
        self.disgust_prob = environment.disgust_prob
        self.time_awareness = []
        for i in range(4):  # In this model we have 4 sentiments
            self.time_awareness.append(0)  # 0-> Anger, 1-> joy, 2->sadness, 3 -> disgust
        sentimentCorrelationNodeArray[self.id][self.env.now] = 0

    def step(self, now):
        self.behaviour()
        super().step(now)

    def behaviour(self):

        angry_neighbors_1_time_step = []
        joyful_neighbors_1_time_step = []
        sad_neighbors_1_time_step = []
        disgusted_neighbors_1_time_step = []

        angry_neighbors = self.get_neighboring_agents(state_id=1)
        for x in angry_neighbors:
            if x.time_awareness[0] > (self.env.now-500):
                angry_neighbors_1_time_step.append(x)
        num_neighbors_angry = len(angry_neighbors_1_time_step)

        joyful_neighbors = self.get_neighboring_agents(state_id=2)
        for x in joyful_neighbors:
            if x.time_awareness[1] > (self.env.now-500):
                joyful_neighbors_1_time_step.append(x)
        num_neighbors_joyful = len(joyful_neighbors_1_time_step)

        sad_neighbors = self.get_neighboring_agents(state_id=3)
        for x in sad_neighbors:
            if x.time_awareness[2] > (self.env.now-500):
                sad_neighbors_1_time_step.append(x)
        num_neighbors_sad = len(sad_neighbors_1_time_step)

        disgusted_neighbors = self.get_neighboring_agents(state_id=4)
        for x in disgusted_neighbors:
            if x.time_awareness[3] > (self.env.now-500):
                disgusted_neighbors_1_time_step.append(x)
        num_neighbors_disgusted = len(disgusted_neighbors_1_time_step)

        anger_prob = self.anger_prob+(len(angry_neighbors_1_time_step)*self.anger_prob)
        joy_prob = self.joy_prob+(len(joyful_neighbors_1_time_step)*self.joy_prob)
        sadness_prob = self.sadness_prob+(len(sad_neighbors_1_time_step)*self.sadness_prob)
        disgust_prob = self.disgust_prob+(len(disgusted_neighbors_1_time_step)*self.disgust_prob)
        outside_effects_prob = self.outside_effects_prob

        num = random.random()

        if num<outside_effects_prob:
            self.state['id'] = random.randint(1,4)

            sentimentCorrelationNodeArray[self.id][self.env.now]=self.state['id']  # It is stored when it has been infected for the dynamic network
            self.time_awareness[self.state['id']-1] = self.env.now
            self.attrs['sentiment'] = self.state['id']


        if(num<anger_prob):

            self.state['id'] = 1
            sentimentCorrelationNodeArray[self.id][self.env.now]=1
            self.time_awareness[self.state['id']-1] = self.env.now
        elif (num<joy_prob+anger_prob and num>anger_prob):

            self.state['id'] = 2
            sentimentCorrelationNodeArray[self.id][self.env.now]=2
            self.time_awareness[self.state['id']-1] = self.env.now
        elif (num<sadness_prob+anger_prob+joy_prob and num>joy_prob+anger_prob):

            self.state['id'] = 3
            sentimentCorrelationNodeArray[self.id][self.env.now]=3
            self.time_awareness[self.state['id']-1] = self.env.now
        elif (num<disgust_prob+sadness_prob+anger_prob+joy_prob and num>sadness_prob+anger_prob+joy_prob):

            self.state['id'] = 4
            sentimentCorrelationNodeArray[self.id][self.env.now]=4
            self.time_awareness[self.state['id']-1] = self.env.now

        self.attrs['sentiment'] = self.state['id']