""" Created on 17 oct. 2018 @author: Axel Huynh-Phuc, Thibaud Gasser """ """ This module is used for loading simulation data """ import argparse import csv import datetime import itertools import json import os import pprint import sys import time import traci from typing import List import jsonpickle from parse import search from shapely.geometry import LineString import actions from config import Config from model import Area, Vehicle, Lane, TrafficLight, Phase, Logic, Emission class Data: def __init__(self, map_bounds, config : Config): """ Data constructor """ self.map_bounds = map_bounds self.config = config def init_grid(self): """ Initialize the grid of the loaded map from the configuration :param self.map_bounds: The map bounds :param areas_number: The number of areas :param window_size: The size of the acquisition window :return: A list of areas """ from distutils.command.config import config self.grid = list() areas_number = self.config.areas_number window_size = self.config.window_size width = self.map_bounds[1][0] / areas_number height = self.map_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)) name = 'Area ({},{})'.format(i, j) area = Area(ar_bounds, name, window_size) self.grid.append(area) traci.polygon.add(area.name, ar_bounds, (255, 0, 0)) # Add polygon for UI return self.grid def get_all_lanes(self) -> List[Lane]: """ Recover and creates a list of Lane objects :return: The lanes list """ 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(self, phase_repr): """ Because the SUMO object Phase does not contain accessors, we parse the string representation to retrieve data members. :param phase_repr: The Phase string representation :return: An new Phase instance """ duration = search('duration: {:f}', phase_repr) min_duration = search('minDuration: {:f}', phase_repr) max_duration = search('maxDuration: {:f}', phase_repr) phase_def = search('phaseDef: {}\n', phase_repr) if phase_def is None: phase_def = '' else: phase_def = phase_def[0] return Phase(duration[0], min_duration[0], max_duration[0], phase_def) def add_data_to_areas(self): """ Adds all recovered data to different areas :param areas: The list of areas :return: """ lanes = self.get_all_lanes() for area in self.grid: 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(self.parse_phase(phase.__repr__())) logics.append(Logic(l, phases)) area.add_tl(TrafficLight(tl_id, logics)) def save(self, dump_name): """ Save simulation data into a json file :param dump_name: The name of your data dump :return: """ dump_dir = 'files/dump' if not os.path.exists(dump_dir): os.mkdir(dump_dir) s = json.dumps(json.loads(jsonpickle.encode(self)), indent=4) # for pretty JSON with open(f'{dump_dir}/{dump_name}.json', 'w') as f: f.write(s)