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https://github.com/Ahp06/SUMO_Emissions.git
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Reformat code (#3)
* Reformat code * Replace global variable areas with local one
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@ -14,28 +14,31 @@ from model import Area, Vehicle
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def remove_vehicle(veh_id):
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def remove_vehicle(veh_id):
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traci.vehicle.remove(veh_id, traci.constants.REMOVE_PARKING)
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traci.vehicle.remove(veh_id, traci.constants.REMOVE_PARKING)
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def lanes_in_area(area):
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def lanes_in_area(area):
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for lane_id in traci.lane.getIDList():
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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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polygon_lane = LineString(traci.lane.getShape(lane_id))
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if area.rectangle.intersects(polygon_lane):
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if area.rectangle.intersects(polygon_lane):
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yield lane_id
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yield lane_id
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def computeEdgeWeight(edge_id):
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def compute_edge_weight(edge_id):
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return (traci.edge.getCOEmission(edge_id)
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return (traci.edge.getCOEmission(edge_id)
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+ traci.edge.getNOxEmission(edge_id)
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+ traci.edge.getNOxEmission(edge_id)
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+ traci.edge.getHCEmission(edge_id)
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+ traci.edge.getHCEmission(edge_id)
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+ traci.edge.getPMxEmission(edge_id)
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+ traci.edge.getPMxEmission(edge_id)
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+ traci.edge.getCO2Emission(edge_id))
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+ traci.edge.getCO2Emission(edge_id))
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def adjustEdgesWeight():
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def adjust_edges_weights():
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for edge_id in traci.edge.getIDList():
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for edge_id in traci.edge.getIDList():
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weight = computeEdgeWeight(edge_id) #by default edges weight = length/mean speed
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weight = compute_edge_weight(edge_id) # by default edges weight = length/mean speed
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traci.edge.adaptTraveltime(edge_id, weight)
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traci.edge.adaptTraveltime(edge_id, weight)
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def lock_area(area: Area, vehicles: Iterable[Vehicle]):
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def lock_area(area: Area):
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max_speed = 30
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max_speed = 30
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print(f'Setting max speed into {area.name} to {max_speed} km/h')
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print(f'Setting max speed into {area.name} to {max_speed} km/h')
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area.locked = True
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area.locked = True
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for lane in area._lanes:
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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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traci.lane.setMaxSpeed(lane.lane_id, max_speed / 3.6)
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@ -8,9 +8,9 @@ import config
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import sys
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import sys
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from model import Area, Vehicle, Lane
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from model import Area, Vehicle, Lane
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areas = list()
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def init_grid(simulation_bounds, cells_number):
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def init_grid(simulation_bounds, cells_number):
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grid = list()
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width = simulation_bounds[1][0] / cells_number
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width = simulation_bounds[1][0] / cells_number
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height = simulation_bounds[1][1] / cells_number
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height = simulation_bounds[1][1] / cells_number
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for i in range(cells_number):
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for i in range(cells_number):
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@ -20,9 +20,10 @@ def init_grid(simulation_bounds, cells_number):
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((i + 1) * width, (j + 1) * height), ((i + 1) * width, j * height))
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((i + 1) * width, (j + 1) * height), ((i + 1) * width, j * height))
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area = Area(ar_bounds)
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area = Area(ar_bounds)
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area.name = 'area ({},{})'.format(i, j)
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area.name = 'area ({},{})'.format(i, j)
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areas.append(area)
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grid.append(area)
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traci.polygon.add(area.name, ar_bounds, (0, 255, 0))
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traci.polygon.add(area.name, ar_bounds, (0, 255, 0))
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return areas
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return grid
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def compute_vehicle_emissions(veh_id):
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def compute_vehicle_emissions(veh_id):
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return (traci.vehicle.getCOEmission(veh_id)
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return (traci.vehicle.getCOEmission(veh_id)
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@ -31,6 +32,7 @@ def compute_vehicle_emissions(veh_id):
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+ traci.vehicle.getPMxEmission(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.getCO2Emission(veh_id))
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def get_all_vehicles() -> List[Vehicle]:
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def get_all_vehicles() -> List[Vehicle]:
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vehicles = list()
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vehicles = list()
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for veh_id in traci.vehicle.getIDList():
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for veh_id in traci.vehicle.getIDList():
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@ -55,8 +57,8 @@ def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
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for vehicle in vehicles:
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for vehicle in vehicles:
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if vehicle.pos in area:
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if vehicle.pos in area:
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area.emissions += vehicle.emissions
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area.emissions += vehicle.emissions
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if config.lock_mode == True and area.emissions > config.EMISSIONS_THRESHOLD and area.locked == False:
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if config.lock_mode and area.emissions > config.EMISSIONS_THRESHOLD and not area.locked:
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actions.lock_area(area, vehicles)
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actions.lock_area(area)
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traci.polygon.setColor(area.name, (255, 0, 0))
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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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traci.polygon.setFilled(area.name, True)
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@ -70,40 +72,39 @@ def add_lanes_to_areas(areas: List[Area]):
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def main():
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def main():
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grid = list()
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try:
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try:
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traci.start(config.sumo_cmd)
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traci.start(config.sumo_cmd)
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grid = init_grid(traci.simulation.getNetBoundary(), config.CELLS_NUMBER)
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grid = init_grid(traci.simulation.getNetBoundary(), config.CELLS_NUMBER)
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add_lanes_to_areas(grid)
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add_lanes_to_areas(grid)
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step = 0
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step = 0
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while step < config.n_steps : #traci.simulation.getMinExpectedNumber() > 0:
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while step < config.n_steps: # traci.simulation.getMinExpectedNumber() > 0:
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traci.simulationStep()
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traci.simulationStep()
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vehicles = get_all_vehicles()
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vehicles = get_all_vehicles()
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get_emissions(grid, vehicles)
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get_emissions(grid, vehicles)
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if config.routing_mode == True:
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if config.routing_mode:
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actions.adjustEdgesWeight()
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actions.adjust_edges_weights()
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actions.rerouteAllVehicles()
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# actions.rerouteAllVehicles()
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step += 1
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step += 1
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sys.stdout.write(f'Simulation step = {step}/{config.n_steps}'+'\r')
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sys.stdout.write(f'Simulation step = {step}/{config.n_steps}' + '\r')
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sys.stdout.flush()
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sys.stdout.flush()
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finally:
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finally:
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traci.close(False)
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traci.close(False)
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total_emissions = 0
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total_emissions = 0
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for area in areas:
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for area in grid:
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total_emissions += area.emissions
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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 200 steps of simulation without locking areas
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total_emissions200 = 43970763.15084749
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total_emissions200 = 43970763.15084749
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print(f'\n**** Total emissions = {total_emissions} mg ****')
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print(f'\n**** 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} % ****\n')
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print(f'**** Reduction percentage of emissions = {diff_with_lock*100} % ****\n')
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@ -56,10 +56,9 @@ class Area:
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class Vehicle:
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class Vehicle:
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def __init__(self, veh_id: int, pos: Tuple[float, float]):
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def __init__(self, veh_id: int, pos: Tuple[float, float]):
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self.emissions: float = None
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self.emissions: float = 0.0
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self.veh_id = veh_id
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self.veh_id = veh_id
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self.pos = Point(pos)
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self.pos = Point(pos)
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def __repr__(self) -> str:
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def __repr__(self) -> str:
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return str(self.__dict__)
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return str(self.__dict__)
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