mirror of
https://github.com/Ahp06/SUMO_Emissions.git
synced 2024-11-22 03:26:30 +00:00
Changed code structure by adding Data class for map loading
This commit is contained in:
parent
aa4a275aad
commit
c719ba0068
@ -7,7 +7,7 @@
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"n_steps": 200,
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"n_steps": 200,
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"window_size":100,
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"window_size":100,
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"without_actions_mode": false,
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"without_actions_mode": true,
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"limit_speed_mode": true,
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"limit_speed_mode": true,
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"speed_rf": 0.1,
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"speed_rf": 0.1,
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131
sumo_project/data.py
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131
sumo_project/data.py
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"""
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Created on 17 oct. 2018
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@author: Axel Huynh-Phuc, Thibaud Gasser
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"""
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import argparse
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import csv
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import datetime
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import itertools
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import os
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import sys
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import time
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from typing import List
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import json
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import jsonpickle
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import pprint
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import actions
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import traci
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from config import Config
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from model import Area, Vehicle, Lane, TrafficLight, Phase, Logic, Emission
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from parse import search
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from shapely.geometry import LineString
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"""
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This module is used for loading simulation data
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"""
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class Data:
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def __init__(self, map_bounds, config : Config):
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"""
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Data constructor
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"""
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self.map_bounds = map_bounds
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self.config = config
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def init_grid(self):
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"""
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Initialize the grid of the loaded map from the configuration
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:param self.map_bounds: The map bounds
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:param areas_number: The number of areas
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:param window_size: The size of the acquisition window
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:return: A list of areas
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"""
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from distutils.command.config import config
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self.grid = list()
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areas_number = self.config.areas_number
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window_size = self.config.window_size
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width = self.map_bounds[1][0] / areas_number
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height = self.map_bounds[1][1] / areas_number
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for i in range(areas_number):
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for j in range(areas_number):
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# bounds coordinates for the area : (xmin, ymin, xmax, ymax)
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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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name = 'Area ({},{})'.format(i, j)
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area = Area(ar_bounds, name, window_size)
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self.grid.append(area)
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traci.polygon.add(area.name, ar_bounds, (255, 0, 0)) # Add polygon for UI
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return self.grid
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def get_all_lanes(self) -> List[Lane]:
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"""
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Recover and creates a list of Lane objects
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:return: The lanes list
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"""
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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 parse_phase(self, phase_repr):
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"""
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Because the SUMO object Phase does not contain accessors,
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we parse the string representation to retrieve data members.
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:param phase_repr: The Phase string representation
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:return: An new Phase instance
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"""
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duration = search('duration: {:f}', phase_repr)
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min_duration = search('minDuration: {:f}', phase_repr)
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max_duration = search('maxDuration: {:f}', phase_repr)
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phase_def = search('phaseDef: {}\n', phase_repr)
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if phase_def is None:
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phase_def = ''
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else:
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phase_def = phase_def[0]
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return Phase(duration[0], min_duration[0], max_duration[0], phase_def)
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def add_data_to_areas(self):
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"""
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Adds all recovered data to different areas
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:param areas: The list of areas
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:return:
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"""
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lanes = self.get_all_lanes()
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for area in self.grid:
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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(self.parse_phase(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 save(self,dump_name):
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"""
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Save simulation data into a json file
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:param dump_name: The name of your data dump
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:return:
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"""
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dump_dir = 'dump'
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if not os.path.exists(dump_dir):
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os.mkdir(dump_dir)
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s = json.dumps(json.loads(jsonpickle.encode(self)), indent=4) # for pretty JSON
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with open(f'{dump_dir}/{dump_name}.json', 'w') as f:
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f.write(s)
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@ -13,6 +13,8 @@ import sys
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import time
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import time
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from typing import List
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from typing import List
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from data import Data
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import actions
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import actions
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import traci
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import traci
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from config import Config
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from config import Config
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@ -24,85 +26,6 @@ from shapely.geometry import LineString
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This module defines the entry point of the application
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This module defines the entry point of the application
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"""
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"""
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def init_grid(simulation_bounds, areas_number, window_size):
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"""
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Initialize the grid of the loaded map from the configuration
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:param simulation_bounds: The map bounds
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:param areas_number: The number of areas
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:param window_size: The size of the acquisition window
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:return: A list of areas
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"""
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grid = list()
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width = simulation_bounds[1][0] / areas_number
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height = simulation_bounds[1][1] / areas_number
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for i in range(areas_number):
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for j in range(areas_number):
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# bounds coordinates for the area : (xmin, ymin, xmax, ymax)
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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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name = 'Area ({},{})'.format(i, j)
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area = Area(ar_bounds, name, window_size)
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grid.append(area)
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traci.polygon.add(area.name, ar_bounds, (255, 0, 0)) # Add polygon for UI
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return grid
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def get_all_lanes() -> List[Lane]:
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"""
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Recover and creates a list of Lane objects
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:return: The lanes list
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"""
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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 parse_phase(phase_repr):
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"""
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Because the SUMO object Phase does not contain accessors,
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we parse the string representation to retrieve data members.
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:param phase_repr: The Phase string representation
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:return: An new Phase instance
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"""
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duration = search('duration: {:f}', phase_repr)
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min_duration = search('minDuration: {:f}', phase_repr)
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max_duration = search('maxDuration: {:f}', phase_repr)
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phase_def = search('phaseDef: {}\n', phase_repr)
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if phase_def is None:
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phase_def = ''
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else:
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phase_def = phase_def[0]
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return Phase(duration[0], min_duration[0], max_duration[0], phase_def)
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def add_data_to_areas(areas: List[Area]):
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"""
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Adds all recovered data to different areas
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:param areas: The list of areas
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:return:
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"""
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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(parse_phase(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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"""
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"""
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Recover the emissions of different pollutants from a vehicle and create an Emission instance
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Recover the emissions of different pollutants from a vehicle and create an Emission instance
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writer.writerow(itertools.chain((step,), em_for_step))
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writer.writerow(itertools.chain((step,), em_for_step))
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def run(config, logger, csv_export):
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def run(config, logger, csv_export, dump_name):
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"""
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"""
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Run the simulation with the configuration chosen
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Run the simulation with the configuration chosen
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:param config: The simulation configuration
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:param config: The simulation configuration
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:param logger: The simulation logger
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:param logger: The simulation logger
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:return:
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:return:
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"""
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"""
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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(f'Loaded simulation file : {config._SUMOCFG}')
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logger.info(f'Loaded simulation file : {config._SUMOCFG}')
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logger.info('Loading data for the simulation')
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logger.info('Loading data for the simulation')
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start = time.perf_counter()
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start = time.perf_counter()
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grid = init_grid(traci.simulation.getNetBoundary(), config.areas_number, config.window_size)
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data = Data(traci.simulation.getNetBoundary(), config)
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add_data_to_areas(grid)
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data.init_grid()
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data.add_data_to_areas()
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data.save(dump_name)
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loading_time = round(time.perf_counter() - start, 2)
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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(f'Data loaded ({loading_time}s)')
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@ -237,16 +162,16 @@ def run(config, logger, csv_export):
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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, step, config, logger)
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get_emissions(data.grid, vehicles, step, config, logger)
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step += 1
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step += 1
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print(f'step = {step}/{config.n_steps}', end='\r')
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print(f'step = {step}/{config.n_steps}', end='\r')
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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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if csv_export:
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if csv_export:
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export_data_to_csv(config, grid)
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export_data_to_csv(config, data.grid)
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logger.info(f'Exported data into the csv folder')
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logger.info(f'Exported data into the csv folder')
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simulation_time = round(time.perf_counter() - start, 2)
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simulation_time = round(time.perf_counter() - start, 2)
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@ -256,7 +181,7 @@ def run(config, logger, csv_export):
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logger.info(f'Real-time factor : {config.n_steps / simulation_time}')
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logger.info(f'Real-time factor : {config.n_steps / simulation_time}')
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total_emissions = Emission()
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total_emissions = Emission()
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for area in grid:
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for area in data.grid:
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total_emissions += area.sum_all_emissions()
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total_emissions += area.sum_all_emissions()
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logger.info(f'Total emissions = {total_emissions.value()} mg')
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logger.info(f'Total emissions = {total_emissions.value()} mg')
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:param parser: The command line parser
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:param parser: The command line parser
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:return:
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:return:
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"""
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"""
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parser.add_argument("-f", "--configfile", type=str, default='configs/default_config.json', required=False,
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help='Choose your configuration file from your working directory')
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parser.add_argument("-f", "--configfile", type=str, default='configs/default_config.json', required=False,
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parser.add_argument("-f", "--configfile", type=str, default='configs/default_config.json', required=False,
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help='Choose your configuration file from your working directory')
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help='Choose your configuration file from your working directory')
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parser.add_argument("-save", "--save", action="store_true",
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parser.add_argument("-save", "--save", action="store_true",
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logger.info(f'Loaded configuration file : {args.configfile}')
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logger.info(f'Loaded configuration file : {args.configfile}')
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logger.info(f'Simulated time : {args.steps}s')
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logger.info(f'Simulated time : {args.steps}s')
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run(config, logger, csv_export)
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run(config, logger, csv_export, dump_name)
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if __name__ == '__main__':
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if __name__ == '__main__':
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