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https://github.com/Ahp06/SUMO_Emissions.git
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Fixed tls duration mode
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@ -6,11 +6,10 @@ Created on 17 oct. 2018
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from typing import Iterable
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import traci
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import inspect
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from shapely.geometry.linestring import LineString
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from model import Area, Vehicle
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from traci._trafficlight import Logic, Phase
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from traci._trafficlight import Logic
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def remove_vehicle(veh_id):
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@ -34,16 +33,19 @@ def limit_speed_into_area(area: Area, vehicles: Iterable[Vehicle], max_speed):
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for lane in area._lanes:
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traci.lane.setMaxSpeed(lane.lane_id, max_speed/3.6)
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def modifyLogic(logic, rf): #rf for "reduction factor"
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new_phases = []
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for phase in logic._phases:
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new_phase = traci.trafficlight.Phase(phase.duration*rf,phase.minDuration*rf,phase.maxDuration*rf,phase.phaseDef)
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new_phases.append(new_phase)
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return traci.trafficlight.Logic("new-program", 0 , 0 , 0 , new_phases)
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def adjust_traffic_light_phase_duration(area,reduction_factor):
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#attributes = inspect.getmembers(Phase, lambda a:not(inspect.isroutine(a)))
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#print ([a[0] for a in attributes])
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def adjust_traffic_light_phase_duration(area, reduction_factor):
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print(f'Decrease of traffic lights duration by a factor of {reduction_factor}')
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for tl in area._tls:
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for logic in tl._logics:
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phases = traci.trafficlight.Logic.getPhases(logic)
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for phase in phases:
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print(phase)
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traci.trafficlights.setCompleteRedYellowGreenDefinition(tl.tl_id, modifyLogic(logic,reduction_factor))
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#phaseDuration = traci.trafficlight.getPhaseDuration(tl.tl_id)
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#traci.trafficlight.setPhaseDuration(tl.tl_id, phaseDuration*reduction_factor)
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@ -17,10 +17,19 @@ CELLS_NUMBER = 10
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EMISSIONS_THRESHOLD = 500000
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n_steps = 200
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#Limit the speed into areas when the threshold is exceeded
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limit_speed_mode = True
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#Vehicles are routed according to the less polluted route
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weight_routing_mode = False
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#Decrease all traffic lights duration into the area when the threshold is exceeded
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rf_trafficLights_duration = 0.2
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adjust_traffic_light_mode = True
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#Weight routing mode cannot be combinated with other actions
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if weight_routing_mode:
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limit_speed_mode = False
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adjust_traffic_light_mode = False
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sumo_binary = os.path.join(os.environ['SUMO_HOME'], 'bin', _SUMOCMD)
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sumo_cmd = [sumo_binary, "-c", _SUMOCFG]
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@ -29,5 +38,5 @@ def showConfig():
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+ str(f'step number = {n_steps}\n')
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+ str(f'limit speed mode = {limit_speed_mode}\n')
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+ str(f'weight routing mode= {weight_routing_mode}\n')
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+ str(f'adjust traffic light mode = {adjust_traffic_light_mode}\n'))
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+ str(f'adjust traffic light mode = {adjust_traffic_light_mode} , RF = {rf_trafficLights_duration}\n'))
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@ -2,11 +2,12 @@ from typing import List
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import traci
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from shapely.geometry import LineString
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from parse import *
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import actions
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import config
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import sys
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from model import Area, Vehicle, Lane , TrafficLight
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from model import Area, Vehicle, Lane , TrafficLight , Phase , Logic
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from traci import trafficlight
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@ -28,10 +29,10 @@ def init_grid(simulation_bounds, cells_number):
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def compute_vehicle_emissions(veh_id):
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return (traci.vehicle.getCOEmission(veh_id)
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+ traci.vehicle.getNOxEmission(veh_id)
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+ traci.vehicle.getHCEmission(veh_id)
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+ traci.vehicle.getPMxEmission(veh_id)
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+ traci.vehicle.getCO2Emission(veh_id))
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+traci.vehicle.getNOxEmission(veh_id)
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+traci.vehicle.getHCEmission(veh_id)
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+traci.vehicle.getPMxEmission(veh_id)
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+traci.vehicle.getCO2Emission(veh_id))
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def get_all_vehicles() -> List[Vehicle]:
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@ -49,7 +50,7 @@ def get_all_lanes() -> List[Lane]:
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for lane_id in traci.lane.getIDList():
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polygon_lane = LineString(traci.lane.getShape(lane_id))
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initial_max_speed = traci.lane.getMaxSpeed(lane_id)
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lanes.append(Lane(lane_id, polygon_lane,initial_max_speed))
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lanes.append(Lane(lane_id, polygon_lane, initial_max_speed))
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return lanes
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@ -59,26 +60,42 @@ def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
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if vehicle.pos in area:
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area.emissions += vehicle.emissions
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if config.limit_speed_mode and area.emissions > config.EMISSIONS_THRESHOLD and not area.locked:
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actions.limit_speed_into_area(area, vehicles,30)
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actions.limit_speed_into_area(area, vehicles, 30)
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traci.polygon.setColor(area.name, (255, 0, 0))
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traci.polygon.setFilled(area.name, True)
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if config.adjust_traffic_light_mode:
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actions.adjust_traffic_light_phase_duration(area, 0.75)
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actions.adjust_traffic_light_phase_duration(area, config.rf_trafficLights_duration)
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def parsePhase(phase_repr):
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duration = search('duration: {:f}', phase_repr)
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minDuration = search('minDuration: {:f}', phase_repr)
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maxDuration = search('maxDuration: {:f}', phase_repr)
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phaseDef = search('phaseDef: {}\n', phase_repr)
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if phaseDef is None: phaseDef = ''
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else : phaseDef = phaseDef[0]
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return Phase(duration[0], minDuration[0], maxDuration[0], phaseDef)
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def add_data_to_areas(areas: List[Area]):
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lanes = get_all_lanes()
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for area in areas:
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for lane in lanes: #add lanes
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for lane in lanes: # add lanes
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if area.rectangle.intersects(lane.polygon):
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area.add_lane(lane)
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for tl_id in traci.trafficlight.getIDList(): #add traffic lights
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logics = traci.trafficlight.getCompleteRedYellowGreenDefinition(tl_id)
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for tl_id in traci.trafficlight.getIDList(): # add traffic lights
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if lane.lane_id in traci.trafficlight.getControlledLanes(tl_id):
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logics = []
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for l in traci.trafficlight.getCompleteRedYellowGreenDefinition(tl_id): #add logics
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phases = []
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for phase in traci.trafficlight.Logic.getPhases(l): #add phases to logics
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phases.append(parsePhase(phase.__repr__()))
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logics.append(Logic(l,phases))
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area.add_tl(TrafficLight(tl_id,logics))
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def main():
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grid = list()
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try:
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@ -108,14 +125,16 @@ def main():
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for area in grid:
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total_emissions += area.emissions
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#Total of emissions of all pollutants in mg for 200 steps of simulation without locking areas
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# Total of emissions of all pollutants in mg for n steps of simulation without locking areas
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total_emissions200 = 43970763.15084749
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total_emissions300 = 87382632.08217141
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print("\n**** RESULTS ****")
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print(f'Total emissions = {total_emissions} mg')
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diff_with_lock = (total_emissions200 - total_emissions)/total_emissions200
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diff_with_lock = (total_emissions200 - total_emissions) / total_emissions200
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print(f'Reduction percentage of emissions = {diff_with_lock*100} %')
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print("With the configuration :\n" + str(config.showConfig()))
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if __name__ == '__main__':
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main()
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@ -3,7 +3,7 @@ from typing import Tuple, Set
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from shapely.geometry import Point, LineString
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from shapely.geometry import Polygon
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from shapely.geometry.base import BaseGeometry
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from traci._trafficlight import Logic
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from traci._trafficlight import Logic as SUMO_Logic
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class Lane:
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@ -17,6 +17,22 @@ class Lane:
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"""Overrides the default implementation"""
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return hash(self.lane_id)
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class Phase:
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def __init__(self, duration: float, minDuration: float, maxDuration : float, phaseDef: str):
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self.duration = duration
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self.minDuration = minDuration
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self.maxDuration = maxDuration
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self.phaseDef = phaseDef
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def __repr__(self) -> str:
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repr = f'Phase(duration:{self.duration},minDuration:{self.minDuration},maxDuration:{self.maxDuration},phaseDef:{self.phaseDef})'
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return str(repr)
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class Logic:
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def __init__(self, logic: SUMO_Logic, phases: Set[Phase]):
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self._logic = logic
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self._phases: Set[Phase] = phases
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class TrafficLight:
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def __init__(self, tl_id: str, logics: Set[Logic]):
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@ -27,7 +43,6 @@ class TrafficLight:
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"""Overrides the default implementation"""
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return hash(self.tl_id)
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class Area:
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def __init__(self, coords, name=''):
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@ -68,7 +83,6 @@ class Area:
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(xmax, ymax),
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(xmax, ymin)))
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class Vehicle:
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def __init__(self, veh_id: int, pos: Tuple[float, float]):
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