diff --git a/__pycache__/clase_base.cpython-34.pyc b/__pycache__/clase_base.cpython-34.pyc new file mode 100644 index 0000000..0ea739f Binary files /dev/null and b/__pycache__/clase_base.cpython-34.pyc differ diff --git a/__pycache__/models.cpython-34.pyc b/__pycache__/models.cpython-34.pyc index e852a13..0aa6cd0 100644 Binary files a/__pycache__/models.cpython-34.pyc and b/__pycache__/models.cpython-34.pyc differ diff --git a/__pycache__/settings.cpython-34.pyc b/__pycache__/settings.cpython-34.pyc index 12e0ede..b9fc86e 100644 Binary files a/__pycache__/settings.cpython-34.pyc and b/__pycache__/settings.cpython-34.pyc differ diff --git a/clase_base.py b/clase_base.py new file mode 100644 index 0000000..76ae3e7 --- /dev/null +++ b/clase_base.py @@ -0,0 +1,74 @@ +import random +import time + +settings = { + "empresas": ["BBVA", "Santander"] +} + +class BaseNetworkAgent: + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.id = random.random() + + @property + def env(self): + class T(object): + pass + + temp = T() + temp.now = time.time() + return temp + + +def agentes_a_json(agentes): + final = {} + for agente in agentes: + for stamp, attrs in self._attrs.items(): + for a in attrs: + if a not in final: + final[a] = {} + final[a][stamp] = attrs[a] + return final + +class ComportamientoBase(BaseNetworkAgent): + def __init__(self, *args, **kwargs): + self._attrs = {} + + @property + def attrs(self): + now = self.env.now + if now not in self._attrs: + self._attrs[now] = {} + return self._attrs[now] + + @attrs.setter + def attrs(self, value): + self._attrs[self.env.now] = value + + def run(self): + while True: + self.step(self.env.now) + #yield self.env.timeout(settings.timeout) + + def step(self, now): + pass + + def a_json(self): + final = {} + for stamp, attrs in self._attrs.items(): + for a in attrs: + if a not in final: + final[a] = {} + final[a][stamp] = attrs[a] + return final + +class NuevoComportamiento(ComportamientoBase): + + def __init__(self, *args, **kwargs): + super().__init__(*args, **kwargs) + self.empresas = settings["empresas"] + + def step(self, now): + for i in self.empresas: + self.attrs['sentimiento_empresa_%s' % i] = random.random() diff --git a/clase_base.pyc b/clase_base.pyc new file mode 100644 index 0000000..2cb8ded Binary files /dev/null and b/clase_base.pyc differ diff --git a/data.txt b/data.txt index 981a468..e20ca8a 100644 --- a/data.txt +++ b/data.txt @@ -1 +1,8614 @@ -{"enterprise1": [{"id": 0}, {"id": 1}, {"0": 0, "320": 0.6390000000000001, "450": -0.43600000000000005, "790": 0.9450000000000001, "390": 0.7330000000000001, "840": -0.8400000000000002, "140": 0.8180000000000001, "720": 0.8330000000000001, "440": 0.7960000000000002, "530": 1, "20": 0.8029999999999999, "430": -0.42400000000000004, "150": -0.13699999999999996, "290": 0.6060000000000001, "70": 0.021000000000000026, "550": 1, "680": 0.803, "490": 1, "850": -0.8490000000000002, "110": 0.863, "820": -0.8130000000000002, 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0000000..9ad908c --- /dev/null +++ b/models.py @@ -0,0 +1,342 @@ +from nxsim import NetworkSimulation +from nxsim import BaseNetworkAgent +from nxsim import BaseLoggingAgent +from random import randint +from pprint import pprint +from matplotlib import pyplot as plt +import random +import numpy as np +import networkx as nx +import settings + +settings.init() + +#################### +# Network creation # +#################### + +if settings.network_type == 0: + G = nx.complete_graph(settings.number_of_nodes) +if settings.network_type == 1: + G = nx.barabasi_albert_graph(settings.number_of_nodes,3) +if settings.network_type == 2: + G = nx.margulis_gabber_galil_graph(settings.number_of_nodes, None) +# More types of networks can be added here + +############################## +# Variables initializitation # +############################## +def init(): + + global networkStatus + networkStatus={} # Dict that will contain the status of every agent in the network + +sentimentCorrelationNodeArray=[] +for x in range(0, settings.number_of_nodes): + sentimentCorrelationNodeArray.append({'id':x}) +# Initialize agent states. Let's assume everyone is normal. +init_states = [{'id': 0, } for _ in range(settings.number_of_nodes)] # add keys as as necessary, but "id" must always refer to that state category + + +#################### +# Available models # +#################### + +class ComportamientoBase(BaseNetworkAgent): + def __init__(self, environment=None, agent_id=0, state=()): + super().__init__(environment=environment, agent_id=agent_id, state=state) + self._attrs = {} + + @property + def attrs(self): + now = self.env.now + if now not in self._attrs: + self._attrs[now] = {} + return self._attrs[now] + + @attrs.setter + def attrs(self, value): + self._attrs[self.env.now] = value + + def run(self): + while True: + self.step(self.env.now) + yield self.env.timeout(settings.timeout) + + def step(self, now): + networkStatus['agente_%s'% self.id] = self.a_json() + + def a_json(self): + final = {} + for stamp, attrs in self._attrs.items(): + for a in attrs: + if a not in final: + final[a] = {} + final[a][stamp] = attrs[a] + return final + +class BigMarketModel(ComportamientoBase): + + def __init__(self, environment=None, agent_id=0, state=()): + super().__init__(environment=environment, agent_id=agent_id, state=state) + self.enterprises = settings.enterprises + self.type = "" + self.number_of_enterprises = len(settings.enterprises) + + if self.id < self.number_of_enterprises: #Empresas + self.state['id']=self.id + self.type="Enterprise" + self.tweet_probability = settings.tweet_probability_enterprises[self.id] + else: #Usuarios normales + self.state['id']=self.number_of_enterprises + self.type="User" + self.tweet_probability = settings.tweet_probability_users + self.tweet_relevant_probability = settings.tweet_relevant_probability + self.tweet_probability_about = settings.tweet_probability_about #Lista + self.sentiment_about = settings.sentiment_about #Lista + + def step(self, now): + + if(self.id < self.number_of_enterprises): # Empresa + self.enterpriseBehaviour() + else: # Usuario + self.userBehaviour() + + super().step(now) + + def enterpriseBehaviour(self): + + if random.random()< self.tweet_probability: #Twittea + aware_neighbors = self.get_neighboring_agents(state_id=self.number_of_enterprises) #Nodos vecinos usuarios + for x in aware_neighbors: + if random.uniform(0,10) < 5: + x.sentiment_about[self.id] += 0.1 #Aumenta para empresa + else: + x.sentiment_about[self.id] -= 0.1 #Reduce para empresa + + # Establecemos limites + if x.sentiment_about[self.id] > 1: + x.sentiment_about[self.id] = 1 + if x.sentiment_about[self.id]< -1: + x.sentiment_about[self.id] = -1 + + x.attrs['sentiment_enterprise_%s'% self.enterprises[self.id]] = x.sentiment_about[self.id] + + + def userBehaviour(self): + + if random.random() < self.tweet_probability: #Twittea + if random.random() < self.tweet_relevant_probability: #Twittea algo relevante + #Probabilidad de tweet para cada empresa + for i in range(self.number_of_enterprises): + random_num = random.random() + if random_num < self.tweet_probability_about[i]: + #Se ha cumplido la condicion, evaluo los sentimientos hacia esa empresa + if self.sentiment_about[i] < 0: + #NEGATIVO + self.userTweets("negative",i) + elif self.sentiment_about[i] == 0: + #NEUTRO + pass + else: + #POSITIVO + self.userTweets("positive",i) + + def userTweets(self,sentiment,enterprise): + aware_neighbors = self.get_neighboring_agents(state_id=self.number_of_enterprises) #Nodos vecinos usuarios + for x in aware_neighbors: + if sentiment == "positive": + x.sentiment_about[enterprise] +=0.003 + elif sentiment == "negative": + x.sentiment_about[enterprise] -=0.003 + else: + pass + + # Establecemos limites + if x.sentiment_about[enterprise] > 1: + x.sentiment_about[enterprise] = 1 + if x.sentiment_about[enterprise] < -1: + x.sentiment_about[enterprise] = -1 + + x.attrs['sentiment_enterprise_%s'% self.enterprises[enterprise]] = x.sentiment_about[enterprise] + +class SentimentCorrelationModel(ComportamientoBase): + + def __init__(self, environment=None, agent_id=0, state=()): + super().__init__(environment=environment, agent_id=agent_id, state=state) + self.outside_effects_prob = settings.outside_effects_prob + self.anger_prob = settings.anger_prob + self.joy_prob = settings.joy_prob + self.sadness_prob = settings.sadness_prob + self.disgust_prob = settings.disgust_prob + self.time_awareness=[] + for i in range(4): #En este modelo tenemos 4 sentimientos + 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= settings.anger_prob+(len(angry_neighbors_1_time_step)*settings.anger_prob) + joy_prob= settings.joy_prob+(len(joyful_neighbors_1_time_step)*settings.joy_prob) + sadness_prob = settings.sadness_prob+(len(sad_neighbors_1_time_step)*settings.sadness_prob) + disgust_prob = settings.disgust_prob+(len(disgusted_neighbors_1_time_step)*settings.disgust_prob) + outside_effects_prob= settings.outside_effects_prob + + + num = random.random() + + + if(numanger_prob): + + + self.state['id'] = 2 + sentimentCorrelationNodeArray[self.id][self.env.now]=2 + self.time_awareness[self.state['id']-1] = self.env.now + elif (numjoy_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 (numsadness_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'] + + +class BassModel(ComportamientoBase): + def __init__(self, environment=None, agent_id=0, state=()): + super().__init__(environment=environment, agent_id=agent_id, state=state) + self.innovation_prob = settings.innovation_prob + self.imitation_prob = settings.imitation_prob + sentimentCorrelationNodeArray[self.id][self.env.now]=0 + + def step(self, now): + self.behaviour() + super().step(now) + + def behaviour(self): + #Outside effects + if random.random() < settings.innovation_prob: + if self.state['id'] == 0: + self.state['id'] = 1 + sentimentCorrelationNodeArray[self.id][self.env.now]=1 + else: + pass + + self.attrs['status'] = self.state['id'] + return + + #Imitation effects + if self.state['id'] == 0: + aware_neighbors = self.get_neighboring_agents(state_id=1) + num_neighbors_aware = len(aware_neighbors) + if random.random() < (settings.imitation_prob*num_neighbors_aware): + self.state['id'] = 1 + sentimentCorrelationNodeArray[self.id][self.env.now]=1 + + else: + pass + self.attrs['status'] = self.state['id'] + + +class IndependentCascadeModel(ComportamientoBase): + def __init__(self, environment=None, agent_id=0, state=()): + super().__init__(environment=environment, agent_id=agent_id, state=state) + self.innovation_prob = settings.innovation_prob + self.imitation_prob = settings.imitation_prob + self.time_awareness = 0 + sentimentCorrelationNodeArray[self.id][self.env.now]=0 + + def step(self,now): + self.behaviour() + super().step(now) + + def behaviour(self): + aware_neighbors_1_time_step=[] + #Outside effects + if random.random() < settings.innovation_prob: + if self.state['id'] == 0: + self.state['id'] = 1 + sentimentCorrelationNodeArray[self.id][self.env.now]=1 + self.time_awareness = self.env.now #Para saber cuando se han contagiado + + else: + pass + + self.attrs['status'] = self.state['id'] + return + + #Imitation effects + if self.state['id'] == 0: + aware_neighbors = self.get_neighboring_agents(state_id=1) + for x in aware_neighbors: + if x.time_awareness == (self.env.now-1): + aware_neighbors_1_time_step.append(x) + num_neighbors_aware = len(aware_neighbors_1_time_step) + if random.random() < (settings.imitation_prob*num_neighbors_aware): + self.state['id'] = 1 + sentimentCorrelationNodeArray[self.id][self.env.now]=1 + else: + pass + + self.attrs['status'] = self.state['id'] + return diff --git a/settings.py b/settings.py index 523422d..b20e95a 100644 --- a/settings.py +++ b/settings.py @@ -19,34 +19,37 @@ def init(): global tweet_probability_about global sentiment_about global tweet_probability_enterprises + global enterprises network_type=1 - number_of_nodes=20 - max_time=1000 + number_of_nodes=50 + max_time=500 num_trials=1 - timeout=10 + timeout=1 #Zombie model bite_prob=0.01 # 0-1 heal_prob=0.01 # 0-1 #Bass model - innovation_prob=0.01 - imitation_prob=0.01 + innovation_prob=0.001 + imitation_prob=0.005 #Sentiment Correlation model outside_effects_prob = 0.2 - anger_prob = 0.08 + anger_prob = 0.06 joy_prob = 0.05 sadness_prob = 0.02 disgust_prob = 0.02 #Big Market model + ##Names + enterprises = ["BBVA","Santander", "Bankia"] ##Users tweet_probability_users = 0.44 tweet_relevant_probability = 0.25 - tweet_probability_about = [0.25, 0.25] - sentiment_about = [0, 0] #Valores por defecto + tweet_probability_about = [0.15, 0.15, 0.15] + sentiment_about = [0, 0, 0] #Valores por defecto ##Enterprises - tweet_probability_enterprises = [0.3, 0.3] + tweet_probability_enterprises = [0.3, 0.3, 0.3] diff --git a/sim_01/log.0.state.pickled b/sim_01/log.0.state.pickled index 190339f..cbe32b9 100644 Binary files a/sim_01/log.0.state.pickled and b/sim_01/log.0.state.pickled differ diff --git a/soil.py b/soil.py index bdc67a1..4999ff8 100644 --- a/soil.py +++ b/soil.py @@ -1,16 +1,18 @@ +#from clase_base import * +from models import * from nxsim import NetworkSimulation from nxsim import BaseNetworkAgent from nxsim import BaseLoggingAgent -from random import randint -from matplotlib import pyplot as plt import random import numpy as np import networkx as nx import settings +import models import math import json settings.init() # Loads all the data from settings +models.init() # Loads the models and network variables #################### # Network creation # @@ -24,397 +26,6 @@ if settings.network_type == 2: G = nx.margulis_gabber_galil_graph(settings.number_of_nodes, None) # More types of networks can be added here - -############################## -# Variables initializitation # -############################## - -myList=[] # List just for debugging -networkStatus=[] # This list will contain the status of every node of the network -emotionStatus=[] -enterprise1Status=[] -enterprise2Status=[] -allEnterprisesEmotionList = {} -for x in range(0, settings.number_of_nodes): - networkStatus.append({'id':x}) - emotionStatus.append({'id':x}) - enterprise1Status.append({'id':x}) - enterprise2Status.append({'id':x}) - -for enterpriseIndex in range(0,len(settings.tweet_probability_about)): - allEnterprisesEmotionList['enterprise'+str(enterpriseIndex)] = enterprise1Status - # for node in range(0, settings.number_of_nodes): - - # allEnterprisesEmotionList['enterprise'+str(enterpriseIndex)].update({'id':node}) - -#print(allEnterprisesEmotionList) - -# Initialize agent states. Let's assume everyone is normal. -init_states = [{'id': 0, } for _ in range(settings.number_of_nodes)] # add keys as as necessary, but "id" must always refer to that state category - -# Seed a zombie, just for zombie model -#init_states[5] = {'id': 1} -#init_states[3] = {'id': 1} - -#################### -# Available models # -#################### - -class BigMarketModel(BaseNetworkAgent): - number_of_enterprises = 0 - - def __init__(self, environment=None, agent_id=0, state=()): - super().__init__(environment=environment, agent_id=agent_id, state=state) - self.time_awareness = 0 - self.type = "" - self.number_of_enterprises = len(settings.tweet_probability_about) - - if self.id < self.number_of_enterprises: #Empresas - self.state['id']=self.id - self.type="Enterprise" - self.tweet_probability = settings.tweet_probability_enterprises[self.id] - else: #Usuarios normales - self.state['id']=self.number_of_enterprises - self.type="User" - self.tweet_probability = settings.tweet_probability_users - self.tweet_relevant_probability = settings.tweet_relevant_probability - self.tweet_probability_about = settings.tweet_probability_about #Lista - self.sentiment_about = settings.sentiment_about #Lista - #Inicializacion de visualizacion - for enterpriseIndex in range(0,len(settings.tweet_probability_about)): - allEnterprisesEmotionList['enterprise'+str(enterpriseIndex)][self.id].update({0:self.sentiment_about[enterpriseIndex]}) - #print(allEnterprisesEmotionList) - - #networkStatus[self.id][self.env.now]=self.state['id'] - #emotionStatus[self.id][self.env.now]=0 - - def run(self): - while True: - if(self.id < self.number_of_enterprises): # Empresa - self.enterpriseBehaviour() - else: # Usuario - self.userBehaviour() - - yield self.env.timeout(settings.timeout) - - - - def enterpriseBehaviour(self): - - if random.random()< self.tweet_probability: #Twittea - aware_neighbors = self.get_neighboring_agents(state_id=self.number_of_enterprises) #Nodos vecinos usuarios - for x in aware_neighbors: - if random.uniform(0,10) < 5: - x.sentiment_about[self.id] += 0.1 #Aumenta para empresa - else: - x.sentiment_about[self.id] -= 0.1 #Reduce para empresa - - # Establecemos limites - if x.sentiment_about[self.id] > 1: - x.sentiment_about[self.id] = 1 - if x.sentiment_about[self.id] < -1: - x.sentiment_about[self.id] = -1 - - - #Visualización - enterpriseEmotion=[] - if self.id < self.number_of_enterprises: - #try: - #enterpriseEmotion = allEnterprisesEmotionList[self.id] #Cogemos la lista si ya ha sido creada - #print (enterpriseEmotion) - #except IndexError: # Si no existe la inicializamos - # for y in range(0, settings.number_of_nodes): - # enterpriseEmotion.append({'id':y}) - #enterpriseEmotion[x.id][self.env.now]=x.sentiment_about[self.id] - #allEnterprisesEmotionList.insert(self.id,enterpriseEmotion) #Guardamos el valor - #enterpriseEmotion[:] = [] #Vaciamos la lista - allEnterprisesEmotionList['enterprise'+str(self.id)][x.id].update({self.env.now:x.sentiment_about[self.id]}) - - #if self.id == 0: - # enterprise1Status[x.id][self.env.now]=x.sentiment_about[self.id] - #if self.id == 1: - # enterprise2Status[x.id][self.env.now]=x.sentiment_about[self.id] - - - - - - def userBehaviour(self): - - if random.random() < self.tweet_probability: #Twittea - if random.random() < self.tweet_relevant_probability: #Twittea algo relevante - #Probabilidad de tweet para cada empresa - for i in range(len(self.tweet_probability_about)): - random_num = random.random() - if random_num < self.tweet_probability_about[i]: - #Se ha cumplido la condicion, evaluo los sentimientos hacia esa empresa - if self.sentiment_about[i] < 0: - #NEGATIVO - self.userTweets("negative",i) - elif self.sentiment_about[i] == 0: - #NEUTRO - pass - else: - #POSITIVO - self.userTweets("positive",i) - - - def userTweets(self,sentiment,enterprise): - aware_neighbors = self.get_neighboring_agents(state_id=2) #Nodos vecinos usuarios - for x in aware_neighbors: - if sentiment == "positive": - x.sentiment_about[enterprise] +=0.003 - elif sentiment == "negative": - x.sentiment_about[enterprise] -=0.003 - else: - pass - - # Establecemos limites - if x.sentiment_about[enterprise] > 1: - x.sentiment_about[enterprise] = 1 - if x.sentiment_about[enterprise] < -1: - x.sentiment_about[enterprise] = -1 - - #Visualización - # enterpriseEmotion=[] - # try: - # enterpriseEmotion = allEnterprisesEmotionList[self.id] #Cogemos la lista si ya ha sido creada - # except IndexError: # Si no existe la inicializamos - # for y in range(0, settings.number_of_nodes): - # enterpriseEmotion.append({'id':y}) - # enterpriseEmotion[x.id][self.env.now]=x.sentiment_about[enterprise] - # allEnterprisesEmotionList.insert(enterprise,enterpriseEmotion) #Guardamos el valor - # enterpriseEmotion[:] = [] #Vaciamos la lista - #if enterprise == 0: - # enterprise1Status[x.id][self.env.now]=x.sentiment_about[enterprise] - #if enterprise == 1: - # enterprise2Status[x.id][self.env.now]=x.sentiment_about[enterprise] - - allEnterprisesEmotionList['enterprise'+str(enterprise)][x.id].update({self.env.now:x.sentiment_about[enterprise]}) - - - def checkLimits(sentimentValue): - if sentimentValue > 1: - return 1 - if sentimentValue < -1: - return -1 - - - - - - -################################################ - - -class SentimentCorrelationModel(BaseNetworkAgent): - def __init__(self, environment=None, agent_id=0, state=()): - super().__init__(environment=environment, agent_id=agent_id, state=state) - self.outside_effects_prob = settings.outside_effects_prob - self.anger_prob = settings.anger_prob - self.joy_prob = settings.joy_prob - self.sadness_prob = settings.sadness_prob - self.disgust_prob = settings.disgust_prob - self.time_awareness=[] - for i in range(4): #En este modelo tenemos 4 sentimientos - self.time_awareness.append(0) #0-> Anger, 1-> joy, 2->sadness, 3 -> disgust - networkStatus[self.id][self.env.now]=0 - - - def run(self): - while True: - - 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= settings.anger_prob+(len(angry_neighbors_1_time_step)*settings.anger_prob) - joy_prob= settings.joy_prob+(len(joyful_neighbors_1_time_step)*settings.joy_prob) - sadness_prob = settings.sadness_prob+(len(sad_neighbors_1_time_step)*settings.sadness_prob) - disgust_prob = settings.disgust_prob+(len(disgusted_neighbors_1_time_step)*settings.disgust_prob) - outside_effects_prob= settings.outside_effects_prob - - - num = random.random() - - - if(numanger_prob): - - myList.append(self.id) - self.state['id'] = 2 - networkStatus[self.id][self.env.now]=2 - self.time_awareness[self.state['id']-1] = self.env.now - elif (numjoy_prob+anger_prob): - - myList.append(self.id) - self.state['id'] = 3 - networkStatus[self.id][self.env.now]=3 - self.time_awareness[self.state['id']-1] = self.env.now - elif (numsadness_prob+anger_prob+joy_prob): - - myList.append(self.id) - self.state['id'] = 4 - networkStatus[self.id][self.env.now]=4 - self.time_awareness[self.state['id']-1] = self.env.now - - yield self.env.timeout(settings.timeout) - - -class BassModel(BaseNetworkAgent): - def __init__(self, environment=None, agent_id=0, state=()): - super().__init__(environment=environment, agent_id=agent_id, state=state) - self.innovation_prob = settings.innovation_prob - self.imitation_prob = settings.imitation_prob - networkStatus[self.id][self.env.now]=0 - - def run(self): - while True: - - - #Outside effects - if random.random() < settings.innovation_prob: - if self.state['id'] == 0: - self.state['id'] = 1 - myList.append(self.id) - networkStatus[self.id][self.env.now]=1 - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - - #Imitation effects - if self.state['id'] == 0: - aware_neighbors = self.get_neighboring_agents(state_id=1) - num_neighbors_aware = len(aware_neighbors) - if random.random() < (settings.imitation_prob*num_neighbors_aware): - myList.append(self.id) - self.state['id'] = 1 - networkStatus[self.id][self.env.now]=1 - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - -class IndependentCascadeModel(BaseNetworkAgent): - def __init__(self, environment=None, agent_id=0, state=()): - super().__init__(environment=environment, agent_id=agent_id, state=state) - self.innovation_prob = settings.innovation_prob - self.imitation_prob = settings.imitation_prob - self.time_awareness = 0 - networkStatus[self.id][self.env.now]=0 - - def run(self): - while True: - aware_neighbors_1_time_step=[] - #Outside effects - if random.random() < settings.innovation_prob: - if self.state['id'] == 0: - self.state['id'] = 1 - myList.append(self.id) - networkStatus[self.id][self.env.now]=1 - self.time_awareness = self.env.now #Para saber cuando se han contagiado - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - - #Imitation effects - if self.state['id'] == 0: - aware_neighbors = self.get_neighboring_agents(state_id=1) - for x in aware_neighbors: - if x.time_awareness == (self.env.now-1): - aware_neighbors_1_time_step.append(x) - num_neighbors_aware = len(aware_neighbors_1_time_step) - if random.random() < (settings.imitation_prob*num_neighbors_aware): - myList.append(self.id) - self.state['id'] = 1 - networkStatus[self.id][self.env.now]=1 - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - - -class ZombieOutbreak(BaseNetworkAgent): - def __init__(self, environment=None, agent_id=0, state=()): - super().__init__(environment=environment, agent_id=agent_id, state=state) - self.bite_prob = settings.bite_prob - networkStatus[self.id][self.env.now]=0 - - - def run(self): - while True: - if random.random() < settings.heal_prob: - if self.state['id'] == 1: - self.zombify() - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - else: - if self.state['id'] == 1: - print("Soy el zombie " + str(self.id) + " y me voy a curar porque el num aleatorio ha sido " + str(num)) - networkStatus[self.id][self.env.now]=0 - if self.id in myList: - myList.remove(self.id) - self.state['id'] = 0 - yield self.env.timeout(settings.timeout) - else: - yield self.env.timeout(settings.timeout) - - - def zombify(self): - normal_neighbors = self.get_neighboring_agents(state_id=0) - for neighbor in normal_neighbors: - if random.random() < self.bite_prob: - print("Soy el zombie " + str(self.id) + " y voy a contagiar a " + str(neighbor.id)) - neighbor.state['id'] = 1 # zombie - myList.append(neighbor.id) - networkStatus[self.id][self.env.now]=1 - networkStatus[neighbor.id][self.env.now]=1 - print(self.env.now, "Soy el zombie: "+ str(self.id), "Mi vecino es: "+ str(neighbor.id), sep='\t') - break - - ############## # Simulation # ############## @@ -429,8 +40,6 @@ sim.run_simulation() # Results # ########### -myList = sorted(myList, key=int) -#print("Los zombies son: " + str(myList)) trial = BaseLoggingAgent.open_trial_state_history(dir_path='sim_01', trial_id=0) status_census = [sum([1 for node_id, state in g.items() if state['id'] == 1]) for t,g in trial.items()] @@ -440,53 +49,23 @@ status_census = [sum([1 for node_id, state in g.items() if state['id'] == 1]) fo # Visualization # ################# -# print("Empresa1") -# print (enterprise1Status) -# print("Empresa2") -# print (enterprise2Status) -for y in allEnterprisesEmotionList: - for x in range(0, settings.number_of_nodes): - emotionStatusAux=[] - enterpriseStatus = allEnterprisesEmotionList[y] - for tiempo in enterpriseStatus[x]: - if tiempo != 'id': - prec = 2 - output = math.floor(enterpriseStatus[x][tiempo] * (10 ** prec)) / (10 ** prec) #Para tener 2 decimales solo - emotionStatusAux.append((output,tiempo,None)) - keyword = 'enterprise'+str(y)+'Emotion' - G.add_node(x, keyword = emotionStatusAux) -# for x in range(0, settings.number_of_nodes): -# emotionStatusAux2=[] -# for tiempo in enterprise2Status[x]: -# if tiempo != 'id': -# prec = 2 -# output = math.floor(enterprise2Status[x][tiempo] * (10 ** prec)) / (10 ** prec) #Para tener 2 decimales solo -# emotionStatusAux2.append((output,tiempo,None)) -# G.add_node(x, enterprise2emotion= emotionStatusAux2) +for x in range(0, settings.number_of_nodes): + for empresa in models.networkStatus["agente_%s"%x]: + emotionStatusAux=[] + for tiempo in models.networkStatus["agente_%s"%x][empresa]: + prec = 2 + output = math.floor(models.networkStatus["agente_%s"%x][empresa][tiempo] * (10 ** prec)) / (10 ** prec) #Para tener 2 decimales solo + emotionStatusAux.append((output,tiempo,None)) + attributes = {} + attributes[empresa] = emotionStatusAux + G.add_node(x, attributes) + print("Done!") -#lista = nx.nodes(G) -#print('Nodos: ' + str(lista)) -# for x in 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