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engine.py
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from queue import Queue
import pandas as pd
import numpy as np
from collections import deque
class SimulationStates:
# No queue for right turning since this is always allowed
# The queue is filled to the left and popped from the right to allow for FIFO
def __init__(self):
self.NS = deque()
self.NL = deque()
self.ES = deque()
self.EL = deque()
self.SS = deque()
self.SL = deque()
self.WS = deque()
self.WL = deque()
self.light_state = 0
self.clock = 0.0
self.time_last_orange = 0
def departure(self, type_road):
if type_road == 'NS':
if self.NS:
return self.NS.pop()[1]
elif type_road == 'NL':
if self.NL:
return self.NL.pop()[1]
elif type_road == 'ES':
if self.ES:
return self.ES.pop()[1]
elif type_road == 'EL':
if self.EL:
return self.EL.pop()[1]
elif type_road == 'SS':
if self.SS:
return self.SS.pop()[1]
elif type_road == 'SL':
if self.SL:
return self.SL.pop()[1]
elif type_road == 'WS':
if self.WS:
return self.WS.pop()[1]
elif type_road == 'WL':
if self.WL:
return self.WL.pop()[1]
else:
raise ValueError('Not a valid type')
def enqueue(self, type_road, time):
if type_road == 'NS':
self.NS.appendleft((1, time))
if type_road == 'NL':
self.NL.appendleft((1, time))
if type_road == 'ES':
self.ES.appendleft((1, time))
if type_road == 'EL':
self.EL.appendleft((1, time))
if type_road == 'SS':
self.SS.appendleft((1, time))
if type_road == 'SL':
self.SL.appendleft((1, time))
if type_road == 'WS':
self.WS.appendleft((1, time))
if type_road == 'WL':
self.WL.appendleft((1, time))
def get_road_state(self, type_road):
if type_road == 'NS':
return self.NS
elif type_road == 'NL':
return self.NL
elif type_road == 'ES':
return self.ES
elif type_road == 'EL':
return self.EL
elif type_road == 'SS':
return self.SS
elif type_road == 'SL':
return self.SL
elif type_road == 'WS':
return self.WS
elif type_road == 'WL':
return self.WL
else:
raise ValueError('Not a valid type')
def change_lights(self, new_value):
self.light_state = new_value
if new_value == 5:
self.time_last_orange = self.clock
def get_light_state(self):
return self.light_state
def advance_clock(self, time):
self.clock = time
def get_clock(self):
return self.clock
def get_time_last_orange(self):
return self.time_last_orange
def all_roads_empty(self):
all_empty = True
list_roads = [self.NS, self.NL, self.ES, self.EL, self.SS, self.SL, self.WS, self.WL]
for road in list_roads:
if road:
all_empty = False
return all_empty
def get_total_cars(self):
list_roads = [self.NS, self.NL, self.ES, self.EL, self.SS, self.SL, self.WS, self.WL]
total_cars = 0
for road in list_roads:
total_cars += len(road)
return total_cars
def get_wait_time_per_road(self, dictionary_time, dictionary_cars):
list_roads = ['NS', 'NL', 'ES', 'EL', 'SS', 'SL', 'WS', 'WL']
total_time = 0
num_cars = 0
for road in list_roads:
cont = True
total_time_left = 0
total_cars_left = 0
while cont:
try:
total_time_left += self.get_clock() - self.departure(road)
total_cars_left += 1
except TypeError:
cont = False
dictionary_time[road] += total_time_left
dictionary_cars[road] += total_cars_left
total_time += total_time_left
num_cars += total_cars_left
return dictionary_time, dictionary_cars, total_time, num_cars
class ScheduledEvents:
# First letter stands for (D)eparture/(A)rrival, second for (N)orth / (E)est etc and the third for (S)traight or
# (L)eft.
def __init__(self):
self.departures = deque()
self.arrivals = deque()
self.light_change = deque()
self.list_queues = [self.departures, self.arrivals, self.light_change]
def get_next_event(self):
min_time = np.inf
next_event = None
type_event = None
type_queue = None
for queue in self.list_queues:
if queue:
if queue[0][0] < min_time:
type_queue = queue
next_event = queue[0]
min_time = queue[0][0]
if type_queue == self.arrivals:
type_event = 'arrival'
if type_queue == self.departures:
type_event = 'departure'
if type_queue == self.light_change:
type_event = 'light_change'
type_queue.popleft()
self.list_queues = [self.departures, self.arrivals, self.light_change]
return next_event, type_event
def schedule_arrival(self, time, type):
self.arrivals.appendleft((time, type))
self.sort_arrivals()
self.list_queues = [self.departures, self.arrivals, self.light_change]
def schedule_departure(self, time, type):
self.departures.appendleft((time, type))
self.sort_departures()
self.list_queues = [self.departures, self.arrivals, self.light_change]
def schedule_light_change(self, time, type):
self.light_change.appendleft((time, type))
self.list_queues = [self.departures, self.arrivals, self.light_change]
def sort_arrivals(self):
self.arrivals = deque(sorted(self.arrivals, key=lambda time: time[0]))
self.list_queues = [self.departures, self.arrivals, self.light_change]
def sort_departures(self):
self.departures = deque(sorted(self.departures, key=lambda time: time[0]))
self.list_queues = [self.departures, self.arrivals, self.light_change]
def clear_light_change(self):
self.light_change = deque()
def draw_exponential(rate):
return np.random.exponential(rate)