from typing import List import traci import time from shapely.geometry import LineString from parse import search import actions import config import sys from model import Area, Vehicle, Lane , TrafficLight , Phase , Logic from traci import trafficlight logger = config.logger def init_grid(simulation_bounds, areas_number): """ Create all areas according to simulation bounds and the areas number choosen """ grid = list() width = simulation_bounds[1][0] / areas_number height = simulation_bounds[1][1] / areas_number for i in range(areas_number): for j in range(areas_number): # bounds coordinates for the area : (xmin, ymin, xmax, ymax) ar_bounds = ((i * width, j * height), (i * width, (j + 1) * height), ((i + 1) * width, (j + 1) * height), ((i + 1) * width, j * height)) area = Area(ar_bounds) area.name = 'Area ({},{})'.format(i, j) grid.append(area) traci.polygon.add(area.name, ar_bounds, (0, 255, 0)) return grid def get_all_lanes() -> List[Lane]: lanes = [] for lane_id in traci.lane.getIDList(): polygon_lane = LineString(traci.lane.getShape(lane_id)) initial_max_speed = traci.lane.getMaxSpeed(lane_id) lanes.append(Lane(lane_id, polygon_lane, initial_max_speed)) return lanes def parse_phase(phase_repr): duration = search('duration: {:f}', phase_repr) minDuration = search('minDuration: {:f}', phase_repr) maxDuration = search('maxDuration: {:f}', phase_repr) phaseDef = search('phaseDef: {}\n', phase_repr) if phaseDef is None: phaseDef = '' else : phaseDef = phaseDef[0] return Phase(duration[0], minDuration[0], maxDuration[0], phaseDef) def add_data_to_areas(areas: List[Area]): lanes = get_all_lanes() for area in areas: for lane in lanes: # add lanes if area.rectangle.intersects(lane.polygon): area.add_lane(lane) for tl_id in traci.trafficlight.getIDList(): # add traffic lights if lane.lane_id in traci.trafficlight.getControlledLanes(tl_id): logics = [] for l in traci.trafficlight.getCompleteRedYellowGreenDefinition(tl_id): #add logics phases = [] for phase in traci.trafficlight.Logic.getPhases(l): #add phases to logics phases.append(parse_phase(phase.__repr__())) logics.append(Logic(l,phases)) area.add_tl(TrafficLight(tl_id,logics)) def compute_vehicle_emissions(veh_id): return (traci.vehicle.getCOEmission(veh_id) +traci.vehicle.getNOxEmission(veh_id) +traci.vehicle.getHCEmission(veh_id) +traci.vehicle.getPMxEmission(veh_id) +traci.vehicle.getCO2Emission(veh_id)) def get_all_vehicles() -> List[Vehicle]: vehicles = list() for veh_id in traci.vehicle.getIDList(): veh_pos = traci.vehicle.getPosition(veh_id) vehicle = Vehicle(veh_id, veh_pos) vehicle.emissions = compute_vehicle_emissions(veh_id) vehicles.append(vehicle) return vehicles def get_emissions(grid: List[Area], vehicles: List[Vehicle], current_step): for area in grid: vehicle_emissions = 0 for vehicle in vehicles: if vehicle.pos in area: vehicle_emissions += vehicle.emissions area.emissions_by_step.append(vehicle_emissions) if area.sum_emissions_by_step(current_step, config.window_size) > config.emissions_threshold: if config.limit_speed_mode and not area.limited_speed: logger.info(f'Action - Decreased max speed into {area.name} by {config.speed_rf*100}%') actions.limit_speed_into_area(area, vehicles, config.speed_rf) traci.polygon.setColor(area.name, (255, 0, 0)) traci.polygon.setFilled(area.name, True) if config.adjust_traffic_light_mode and not area.tls_adjusted: logger.info(f'Action - Decreased traffic lights duration by {config.trafficLights_duration_rf*100}%') actions.adjust_traffic_light_phase_duration(area, config.trafficLights_duration_rf) if config.lock_area_mode and not area.locked: if actions.count_vehicles_in_area(area): logger.info(f'Action - {area.name} blocked') actions.lock_area(area) else: actions.reverse_actions(area) def main(): grid = list() try: traci.start(config.sumo_cmd) logger.info(f'Loaded simulation file : {config._SUMOCFG}') logger.info('Loading data for the simulation') start = time.perf_counter() grid = init_grid(traci.simulation.getNetBoundary(), config.areas_number) add_data_to_areas(grid) loading_time = round(time.perf_counter() - start,2) logger.info(f'Data loaded ({loading_time}s)') logger.info('Start of the simulation') step = 0 while step < config.n_steps : #traci.simulation.getMinExpectedNumber() > 0: traci.simulationStep() vehicles = get_all_vehicles() get_emissions(grid, vehicles,step) if config.weight_routing_mode: actions.adjust_edges_weights() step += 1 finally: traci.close(False) simulation_time = round(time.perf_counter() - start,2) logger.info(f'End of the simulation ({simulation_time}s)') total_emissions = 0 for area in grid: total_emissions += area.sum_all_emissions() logger.info(f'Total emissions = {total_emissions} mg') if not config.without_actions_mode : ref = config.get_basics_emissions() if not (ref is None): diff_with_actions = (ref - total_emissions)/ref logger.info(f'Reduction percentage of emissions = {diff_with_actions*100} %') logger.info('With the configuration : \n' + str(config.show_config())) logger.info('Logs END') if __name__ == '__main__': main()