def initialize_users_services(self): user_types = [1, 2, 3] user_type_probabilities = [0.3, 0.2, 0.5] user_count = 1000 for _ in range(user_count): pass for _ in range(user_count): user_type_prob = random.choices(user_types, user_type_probabilities) self.send_request(user_type_prob[0]) cloud_request_load_balancer = Server.CloudRequestLoadBalancer() print(cloud_request_load_balancer.resource_utilization) # plotting graph for public cloud users x = range(len(cloud_request_load_balancer.resource_utilization[1])) y = cloud_request_load_balancer.resource_utilization[1] plt.plot(x, y, label='public cloud user', color='black') # plotting graph for hybrid cloud users x = range(len(cloud_request_load_balancer.resource_utilization[2])) y = cloud_request_load_balancer.resource_utilization[2] plt.plot(x, y, label='hybrid cloud user', color='red') # plotting graph for private cloud users x = range(len(cloud_request_load_balancer.resource_utilization[3])) y = cloud_request_load_balancer.resource_utilization[3] plt.plot(x, y, label='private cloud user', color='purple') plt.legend() plt.show()
def send_request(self, user_type_prob): cloud_request_load_balancer = Server.CloudRequestLoadBalancer() client_id = random.randint(0, 10000000) users = [ 'Public Cloud User', 'Hybrid Cloud User', 'Private Cloud User' ] print("User id", client_id, users[user_type_prob - 1]) cloud_request_load_balancer.service(client_id, user_type_prob, "Request")