mirror of
https://github.com/Ahp06/SUMO_Emissions.git
synced 2024-11-25 13:06:30 +00:00
Added a logs file output
This commit is contained in:
parent
70b29c47b2
commit
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@ -31,11 +31,10 @@ def adjust_edges_weights():
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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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traci.vehicle.rerouteEffort(veh_id)
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traci.vehicle.rerouteEffort(veh_id)
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def limit_speed_into_area(area: Area, vehicles: Iterable[Vehicle], max_speed):
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def limit_speed_into_area(area: Area, vehicles: Iterable[Vehicle], speed_rf):
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print(f'Setting max speed into {area.name} to {max_speed} km/h')
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area.limited_speed = True
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area.limited_speed = 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, speed_rf * lane.initial_max_speed)
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def modifyLogic(logic, rf): #rf for "reduction factor"
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def modifyLogic(logic, rf): #rf for "reduction factor"
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new_phases = []
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new_phases = []
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@ -46,20 +45,20 @@ def modifyLogic(logic, rf): #rf for "reduction factor"
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return traci.trafficlight.Logic("new-program", 0 , 0 , 0 , new_phases)
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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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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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area.tls_adjusted = True
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for tl in area._tls:
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for tl in area._tls:
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for logic in tl._logics:
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for logic in tl._logics:
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traci.trafficlights.setCompleteRedYellowGreenDefinition(tl.tl_id, modifyLogic(logic,reduction_factor))
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traci.trafficlights.setCompleteRedYellowGreenDefinition(tl.tl_id, modifyLogic(logic,reduction_factor))
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def lock_area(area):
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def count_vehicles_in_area(area):
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#Trying to lock area
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#Trying to lock area
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vehicles_in_area = 0
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vehicles_in_area = 0
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for lane in area._lanes:
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for lane in area._lanes:
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vehicles_in_area += traci.lane.getLastStepVehicleNumber(lane.lane_id)
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vehicles_in_area += traci.lane.getLastStepVehicleNumber(lane.lane_id)
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#Waiting for the area to be empty before blocking it
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return vehicles_in_area
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if vehicles_in_area == 0:
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def lock_area(area):
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area.locked = True
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area.locked = True
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print(f'Area locked : {area.name}')
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for lane in area._lanes:
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for lane in area._lanes:
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traci.lane.setDisallowed(lane.lane_id, 'passenger')
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traci.lane.setDisallowed(lane.lane_id, 'passenger')
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@ -4,6 +4,11 @@ Global configuration for the simulation
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import os
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import os
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import sys
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import sys
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import datetime
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###############################################################################
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############################# SIMULATION FILE #################################
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###############################################################################
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if 'SUMO_HOME' in os.environ:
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if 'SUMO_HOME' in os.environ:
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tools = os.path.join(os.environ['SUMO_HOME'], 'tools')
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tools = os.path.join(os.environ['SUMO_HOME'], 'tools')
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@ -13,39 +18,63 @@ else:
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_SUMOCMD = 'sumo' # use 'sumo-gui' cmd for UI
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_SUMOCMD = 'sumo' # use 'sumo-gui' cmd for UI
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_SUMOCFG = "mulhouse_simulation/osm.sumocfg"
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_SUMOCFG = "mulhouse_simulation/osm.sumocfg"
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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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###############################################################################
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############################# LOGS OUTPUT #####################################
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###############################################################################
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now = datetime.datetime.now()
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current_date = now.strftime("%Y_%m_%d_%H_%M")
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LOG_FILENAME = f'sumo_logs_{current_date}.log'
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###############################################################################
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########################## SIMULATION CONFIGURATION ###########################
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###############################################################################
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CELLS_NUMBER = 10
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CELLS_NUMBER = 10
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EMISSIONS_THRESHOLD = 500000
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EMISSIONS_THRESHOLD = 500000
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n_steps = 200
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n_steps = 200
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###############################################################################
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########################## ACTIONS CONFIGURATION ##############################
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###############################################################################
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#Limit the speed into areas when the threshold is exceeded
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#Limit the speed into areas when the threshold is exceeded
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limited_speed = 30
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speed_rf = 0.1
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limit_speed_mode = False
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limit_speed_mode = False
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#Decrease all traffic lights duration into the area when the threshold is exceeded
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#Decrease all traffic lights duration into the area when the threshold is exceeded
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rf_trafficLights_duration = 1.4
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trafficLights_duration_rf = 0.2
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adjust_traffic_light_mode = False
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adjust_traffic_light_mode = False
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#Immediately delete all vehicles in the simulation area
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#Immediately delete all vehicles in the simulation area
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remove_vehicles_mode = False
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remove_vehicles_mode = False
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#Vehicles are routed according to the less polluted route (HEAVY)
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#Vehicles are routed according to the less polluted route (HEAVY)
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weight_routing_mode = True
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weight_routing_mode = False
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#Lock the area when the threshold is exceeded (NOT FIXED)
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#Lock the area when the threshold is exceeded (NOT FIXED)
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lock_area_mode = False
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lock_area_mode = True
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#Weight routing mode cannot be combinated with other actions
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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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if weight_routing_mode:
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limit_speed_mode = False
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limit_speed_mode = False
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adjust_traffic_light_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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###############################################################################
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sumo_cmd = [sumo_binary, "-c", _SUMOCFG]
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########################## SIMULATION REFERENCES ##############################
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###############################################################################
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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 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_emissions200 = 43970763.15084749
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total_emissions300 = 87382632.08217141
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total_emissions300 = 87382632.08217141
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###############################################################################
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########################## CONFIGURATION METHODS ##############################
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###############################################################################
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def get_basics_emissions():
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def get_basics_emissions():
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if n_steps == 200:
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if n_steps == 200:
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return total_emissions200
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return total_emissions200
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@ -56,6 +85,7 @@ def showConfig():
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return (str(f'Grid : {CELLS_NUMBER}x{CELLS_NUMBER}\n')
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return (str(f'Grid : {CELLS_NUMBER}x{CELLS_NUMBER}\n')
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+ str(f'step number = {n_steps}\n')
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+ str(f'step number = {n_steps}\n')
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+ str(f'weight routing mode = {weight_routing_mode}\n')
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+ str(f'weight routing mode = {weight_routing_mode}\n')
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+ str(f'limit speed mode = {limit_speed_mode}, limited speed to {limited_speed}\n')
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+ str(f'lock area mode = {lock_area_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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+ str(f'limit speed mode = {limit_speed_mode}, RF = {speed_rf*100}%\n')
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+ str(f'adjust traffic light mode = {adjust_traffic_light_mode} , RF = {trafficLights_duration_rf*100}%\n'))
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@ -1,8 +1,9 @@
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# -*- coding: latin-1 -*-
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from typing import List
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from typing import List
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import traci
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import traci
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import logging
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import time
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from shapely.geometry import LineString
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from shapely.geometry import LineString
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from parse import *
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from parse import *
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@ -12,6 +13,18 @@ import sys
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from model import Area, Vehicle, Lane , TrafficLight , Phase , Logic
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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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from traci import trafficlight
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# create logger
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logger = logging.getLogger("sumo_logger")
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logger.setLevel(logging.INFO)
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# create console handler and set level to info
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handler = logging.FileHandler(config.LOG_FILENAME)
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# create formatter
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formatter = logging.Formatter("%(asctime)s - %(name)s - %(levelname)s - %(message)s")
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# add formatter to handler
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handler.setFormatter(formatter)
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# add handler to logger
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logger.addHandler(handler)
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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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grid = list()
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@ -23,11 +36,47 @@ def init_grid(simulation_bounds, cells_number):
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ar_bounds = ((i * width, j * height), (i * width, (j + 1) * height),
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ar_bounds = ((i * width, j * height), (i * width, (j + 1) * height),
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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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grid.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 grid
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return grid
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def get_all_lanes() -> List[Lane]:
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lanes = []
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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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return lanes
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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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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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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 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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@ -46,16 +95,6 @@ def get_all_vehicles() -> List[Vehicle]:
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vehicles.append(vehicle)
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vehicles.append(vehicle)
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return vehicles
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return vehicles
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def get_all_lanes() -> List[Lane]:
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lanes = []
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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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return lanes
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def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
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def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
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for area in grid:
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for area in grid:
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for vehicle in vehicles:
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for vehicle in vehicles:
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@ -64,52 +103,34 @@ def get_emissions(grid: List[Area], vehicles: List[Vehicle]):
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if area.emissions > config.EMISSIONS_THRESHOLD:
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if area.emissions > config.EMISSIONS_THRESHOLD:
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if config.limit_speed_mode and not area.limited_speed:
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if config.limit_speed_mode and not area.limited_speed:
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actions.limit_speed_into_area(area, vehicles, config.limited_speed)
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logger.info(f'Action - Decrease of max speed into {area.name} by {config.speed_rf*100}%')
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actions.limit_speed_into_area(area, vehicles, config.speed_rf)
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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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if config.adjust_traffic_light_mode:
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if config.adjust_traffic_light_mode and not area.tls_adjusted:
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actions.adjust_traffic_light_phase_duration(area, config.rf_trafficLights_duration)
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logger.info(f'Action - Decrease of traffic lights duration by {config.trafficLights_duration_rf*100}%')
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actions.adjust_traffic_light_phase_duration(area, config.trafficLights_duration_rf)
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if config.lock_area_mode and not area.locked:
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if config.lock_area_mode and not area.locked:
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if actions.count_vehicles_in_area(area):
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logger.info(f'Action - {area.name} blocked')
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actions.lock_area(area)
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actions.lock_area(area)
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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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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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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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def main():
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grid = list()
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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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logger.info('Loading data for the simulation')
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start = time.perf_counter()
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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_data_to_areas(grid)
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add_data_to_areas(grid)
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loading_time = round(time.perf_counter() - start,2)
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logger.info(f'Data loaded ({loading_time}s)')
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logger.info('Start of the simulation')
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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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@ -118,28 +139,26 @@ def main():
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get_emissions(grid, vehicles)
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get_emissions(grid, vehicles)
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if config.weight_routing_mode:
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if config.weight_routing_mode:
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logger.info('Action - Lane weights adjusted')
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actions.adjust_edges_weights()
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actions.adjust_edges_weights()
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step += 1
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step += 1
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progress = round(step/config.n_steps*100,2)
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sys.stdout.write(f'Progress : {progress}%'+'\r')
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sys.stdout.flush()
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||||||
|
|
||||||
finally:
|
finally:
|
||||||
traci.close(False)
|
traci.close(False)
|
||||||
|
logger.info('End of the simulation')
|
||||||
total_emissions = 0
|
total_emissions = 0
|
||||||
for area in grid:
|
for area in grid:
|
||||||
total_emissions += area.emissions
|
total_emissions += area.emissions
|
||||||
|
|
||||||
print("\n**** RESULTS ****")
|
logger.info(f'Total emissions = {total_emissions} mg')
|
||||||
print(f'Total emissions = {total_emissions} mg')
|
|
||||||
|
|
||||||
ref = config.get_basics_emissions()
|
ref = config.get_basics_emissions()
|
||||||
diff_with_actions = (ref - total_emissions)/ref
|
diff_with_actions = (ref - total_emissions)/ref
|
||||||
|
|
||||||
print(f'Reduction percentage of emissions = {diff_with_actions*100} %')
|
logger.info(f'Reduction percentage of emissions = {diff_with_actions*100} %')
|
||||||
print("**** With the configuration : ****\n" + str(config.showConfig()))
|
logger.info('With the configuration : \n' + str(config.showConfig()))
|
||||||
|
logger.info('Logs END')
|
||||||
|
|
||||||
|
|
||||||
if __name__ == '__main__':
|
if __name__ == '__main__':
|
||||||
|
@ -48,6 +48,7 @@ class Area:
|
|||||||
def __init__(self, coords, name=''):
|
def __init__(self, coords, name=''):
|
||||||
self.limited_speed = False
|
self.limited_speed = False
|
||||||
self.locked = False
|
self.locked = False
|
||||||
|
self.tls_adjusted = False
|
||||||
self.rectangle = Polygon(coords)
|
self.rectangle = Polygon(coords)
|
||||||
self.name = name
|
self.name = name
|
||||||
self.emissions = 0.0
|
self.emissions = 0.0
|
||||||
|
Loading…
Reference in New Issue
Block a user