sumo-emissions/sumo_project/emissions.py

from typing import List

import traci
from shapely.geometry import LineString

import actions
import config
import sys
from model import Area, Vehicle, Lane


def init_grid(simulation_bounds, cells_number):
    grid = list()
    width = simulation_bounds[1][0] / cells_number
    height = simulation_bounds[1][1] / cells_number
    for i in range(cells_number):
        for j in range(cells_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 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)
        traci.vehicle.setRoutingMode(veh_id, traci.constants.ROUTING_MODE_AGGREGATED)
        vehicles.append(vehicle)
    return vehicles


def get_all_lanes() -> List[Lane]:
    lanes = []
    for lane_id in traci.lane.getIDList():
        polygon_lane = LineString(traci.lane.getShape(lane_id))
        lanes.append(Lane(lane_id, polygon_lane))
    return lanes


def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
    for area in grid:
        for vehicle in vehicles:
            if vehicle.pos in area:
                area.emissions += vehicle.emissions
        if config.lock_mode and area.emissions > config.EMISSIONS_THRESHOLD and not area.locked:
            actions.lock_area(area)
            traci.polygon.setColor(area.name, (255, 0, 0))
            traci.polygon.setFilled(area.name, True)


def add_lanes_to_areas(areas: List[Area]):
    lanes = get_all_lanes()
    for area in areas:
        for lane in lanes:
            if area.rectangle.intersects(lane.polygon):
                area.add_lane(lane)


def main():
    grid = list()
    try:
        traci.start(config.sumo_cmd)
        grid = init_grid(traci.simulation.getNetBoundary(), config.CELLS_NUMBER)
        add_lanes_to_areas(grid)

        step = 0
        while step < config.n_steps:  # traci.simulation.getMinExpectedNumber() > 0:
            traci.simulationStep()

            vehicles = get_all_vehicles()
            get_emissions(grid, vehicles)

            if config.routing_mode:
                actions.adjust_edges_weights()
                # actions.rerouteAllVehicles()

            step += 1
            sys.stdout.write(f'Simulation step =  {step}/{config.n_steps}' + '\r')
            sys.stdout.flush()

    finally:
        traci.close(False)

        total_emissions = 0
        for area in grid:
            total_emissions += area.emissions

        # Total of emissions of all pollutants in mg for 200 steps of simulation without locking areas
        total_emissions200 = 43970763.15084749

        print(f'\n**** Total emissions = {total_emissions} mg ****')
        diff_with_lock = (total_emissions200 - total_emissions) / total_emissions200
        print(f'**** Reduction percentage of emissions = {diff_with_lock*100} % ****\n')


if __name__ == '__main__':
    main()