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Separated data loading and simulation run

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Ahp06 2019-01-20 15:56:05 +01:00
parent a1196612d4
commit 2f20a9c2b5
7 changed files with 87 additions and 88 deletions
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9
sumo_project/config.py
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@ -31,7 +31,7 @@ class Config:
"""
Default constructor
"""
def import_config_file(self, config_file):
"""
Import your configuration file in JSON format
@ -78,8 +78,8 @@ class Config:
f'adjust traffic light mode = {self.adjust_traffic_light_mode},'
f'RF = {self.trafficLights_duration_rf * 100}%\n'
)
def init_traci(self):
def init_traci(self, simulation_dir):
"""
Init the Traci API
:return:
@ -89,7 +89,8 @@ class Config:
sys.path.append(tools)
else:
sys.exit("please declare environment variable 'SUMO_HOME'")
self._SUMOCFG = f'files/simulations/{simulation_dir}/osm.sumocfg'
sumo_binary = os.path.join(os.environ['SUMO_HOME'], 'bin', self._SUMOCMD)
self.sumo_cmd = [sumo_binary, "-c", self._SUMOCFG]

19
sumo_project/data.py
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@ -25,30 +25,25 @@ 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):
def __init__(self, map_bounds, areas_number,simulation_dir):
"""
Data constructor
"""
self.map_bounds = map_bounds
self.config = config
self.areas_number = areas_number
self.dir = simulation_dir
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
Initialize the grid of the loaded map from the cfg file with areas_number x areas_number areas
"""
self.grid = list()
areas_number = self.config.areas_number
window_size = self.config.window_size
areas_number = self.areas_number
width = self.map_bounds[1][0] / areas_number
height = self.map_bounds[1][1] / areas_number
@ -58,7 +53,7 @@ class Data:
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)
area = Area(ar_bounds, name)
self.grid.append(area)
return self.grid

2
sumo_project/files/configs/default_config.json
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@ -1,8 +1,6 @@
{
"_SUMOCMD": "sumo",
"_SUMOCFG": "files/simulations/mulhouse_simulation/osm.sumocfg",
"areas_number": 10,
"emissions_threshold": 500000,
"n_steps": 200,
"window_size":100,

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sumo_project/files/imgs/runner_example.PNG
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7
sumo_project/model.py
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@ -153,13 +153,12 @@ class Area:
The Area class defines a grid area of the simulation map
"""
def __init__(self, coords, name, window_size):
def __init__(self, coords, name):
"""
Area constructor
:param coords: The coordinates of the zone,
defined by the bounds coordinates of this area : (xmin, ymin, xmax, ymax)
:param name: The Area name
:param window_size: The size of the acquisition window
"""
self.limited_speed = False
self.locked = False
@ -168,10 +167,12 @@ class Area:
self.rectangle = Polygon(coords)
self.name = name
self.emissions_by_step = []
self.window = collections.deque(maxlen=window_size)
self._lanes: Set[Lane] = set()
self._tls: Set[TrafficLight] = set()
def set_window_size(self, window_size):
self.window = collections.deque(maxlen=window_size)
def __eq__(self, other):
"""
Overrides the equal definition

138
sumo_project/runner.py
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@ -1,7 +1,7 @@
'''
Created on 19 janv. 2019
@author: Admin
@author: Axel Huynh-Phuc
'''
import argparse
@ -17,50 +17,58 @@ from data import Data
import emissions
from model import Emission
"""
Init the Traci API
"""
if 'SUMO_HOME' in os.environ:
tools = os.path.join(os.environ['SUMO_HOME'], 'tools')
sys.path.append(tools)
else:
sys.exit("please declare environment variable 'SUMO_HOME'")
def add_options(parser):
"""
Add command line options
:param parser: The command line parser
:return:
"""
parser.add_argument("-new_dump", "--new_dump", metavar=('config_file', 'dump_name'), nargs=2, type=str,
# TODO: Faire que -areas & -simulation_dir soit requis si -new_dump
# Faire que -c soit requis si -run
parser.add_argument("-new_dump", "--new_dump", type=str,
required=False, help='Load and create a new data dump with the configuration file chosen')
parser.add_argument("-run", "--run", type=str, required=False,
parser.add_argument("-areas", "--areas", type=int, required=False,
help='Will create a grid with "areas x areas" areas')
parser.add_argument("-simulation_dir", "--simulation_dir", type=str, required=False,
help='Choose the simulation directory')
parser.add_argument("-run", "--run", type=str,
help='Run a simulation with the dump chosen')
parser.add_argument("-c", "--c", type=str,
help='Choose your configuration file from your working directory')
parser.add_argument("-save", "--save", action="store_true",
help='Save the logs into the logs folder')
parser.add_argument("-csv", "--csv", action="store_true",
help="Export all data emissions into a CSV file")
parser.add_argument("-steps", "--steps", type=int, default=200, required=False,
help='Choose the simulated time (in seconds)')
parser.add_argument("-ref", "--ref", action="store_true",
help='Launch a reference simulation (without acting on areas)')
parser.add_argument("-gui", "--gui", action="store_true",
help="Set GUI mode")
def create_dump(config_file, dump_name):
def create_dump(dump_name, simulation_dir, areas_number):
"""
Create a new dump with config file and dump_name chosen
:param config_file: The configuration file
:param dump_name: The dump name
:param cfg_file: The simulation file
:param areas_number: The number of areas in grid
:return:
"""
config = Config()
config.import_config_file(config_file)
config.check_config()
config.init_traci()
sumo_binary = os.path.join(os.environ['SUMO_HOME'], 'bin', 'sumo')
sumo_cmd = [sumo_binary, "-c", config._SUMOCFG]
sumo_cmd = [sumo_binary, "-c", f'files/simulations/{simulation_dir}/osm.sumocfg']
traci.start(sumo_cmd)
if not os.path.isfile(f'files/dump/{dump_name}.json'):
start = time.perf_counter()
data = Data(traci.simulation.getNetBoundary(), config)
data = Data(traci.simulation.getNetBoundary(), areas_number, simulation_dir)
data.init_grid()
data.add_data_to_areas()
data.save(dump_name)
@ -74,32 +82,33 @@ def create_dump(config_file, dump_name):
traci.close(False)
def run(data : Data, logger):
def run(data : Data, config : Config, logger):
"""
Run a data set
:param data: The data instance
:param logger: The logger instance
"""
try:
traci.start(data.config.sumo_cmd)
traci.start(config.sumo_cmd)
for area in data.grid:
for area in data.grid: # Set acquisition window size
area.set_window_size(config.window_size)
traci.polygon.add(area.name, area.rectangle.exterior.coords, (255, 0, 0)) # Add polygon for UI
logger.info(f'Loaded simulation file : {data.config._SUMOCFG}')
logger.info(f'Loaded simulation file : {config._SUMOCFG}')
logger.info('Loading data for the simulation')
start = time.perf_counter()
logger.info('Simulation started...')
step = 0
while step < data.config.n_steps:
while step < config.n_steps:
traci.simulationStep()
vehicles = emissions.get_all_vehicles()
emissions.get_emissions(data.grid, vehicles, step, data.config, logger)
emissions.get_emissions(data.grid, vehicles, step, config, logger)
step += 1
print(f'step = {step}/{data.config.n_steps}', end='\r')
print(f'step = {step}/{config.n_steps}', end='\r')
finally:
traci.close(False)
@ -116,59 +125,54 @@ def main(args):
args = parser.parse_args(args)
if args.new_dump is not None:
create_dump(args.new_dump[0], args.new_dump[1]) # (config_file, dump_name)
if (args.simulation_dir is not None) and (args.areas is not None):
create_dump(args.new_dump, args.simulation_dir, args.areas)
if args.run is not None:
dump_path = f'files/dump/{args.run}.json'
if os.path.isfile(dump_path):
with open(dump_path, 'r') as f:
data = jsonpickle.decode(f.read())
data.config.init_traci()
logger = data.config.init_logger(dump_name=args.run, save_logs=args.save)
if args.gui:
data.config._SUMOCMD = "sumo-gui"
if args.ref:
data.config.without_actions_mode = True
logger.info(f'Reference simulation')
if args.steps:
data.config.n_steps = args.steps
data.config.check_config()
config = Config()
if args.c is not None:
config.import_config_file(args.c)
config.init_traci(data.dir)
logger = config.init_logger(dump_name=args.run, save_logs=args.save)
config.check_config()
logger.info(f'Running simulation dump {args.run}...')
start = time.perf_counter()
run(data, logger)
run(data, config, logger)
simulation_time = round(time.perf_counter() - start, 2)
logger.info(f'End of the simulation ({simulation_time}s)')
if args.csv:
emissions.export_data_to_csv(data.config, data.grid, dump_name=args.run)
logger.info(f'Exported data into the csv folder')
if args.csv:
emissions.export_data_to_csv(config, data.grid, dump_name=args.run)
logger.info(f'Exported data into the csv folder')
# 1 step is equal to one second simulated
logger.info(f'Real-time factor : {data.config.n_steps / simulation_time}')
total_emissions = Emission()
for area in data.grid:
total_emissions += area.sum_all_emissions()
logger.info(f'Total emissions = {total_emissions.value()} mg')
if not data.config.without_actions_mode: # If it's not a simulation without actions
ref = data.config.get_ref_emissions()
if not (ref is None): # If a reference value exist (add yours into config.py)
global_diff = (ref.value() - total_emissions.value()) / ref.value()
logger.info(f'Global reduction percentage of emissions = {global_diff * 100} %')
logger.info(f'-> CO2 emissions = {emissions.get_reduction_percentage(ref.co2, total_emissions.co2)} %')
logger.info(f'-> CO emissions = {emissions.get_reduction_percentage(ref.co, total_emissions.co)} %')
logger.info(f'-> Nox emissions = {emissions.get_reduction_percentage(ref.nox, total_emissions.nox)} %')
logger.info(f'-> HC emissions = {emissions.get_reduction_percentage(ref.hc, total_emissions.hc)} %')
logger.info(f'-> PMx emissions = {emissions.get_reduction_percentage(ref.pmx, total_emissions.pmx)} %')
# 1 step is equal to one second simulated
logger.info(f'Real-time factor : {config.n_steps / simulation_time}')
total_emissions = Emission()
for area in data.grid:
total_emissions += area.sum_all_emissions()
logger.info(f'Total emissions = {total_emissions.value()} mg')
if not config.without_actions_mode: # If it's not a simulation without actions
ref = config.get_ref_emissions()
if not (ref is None): # If a reference value exist (add yours into config.py)
global_diff = (ref.value() - total_emissions.value()) / ref.value()
logger.info(f'Global reduction percentage of emissions = {global_diff * 100} %')
logger.info(f'-> CO2 emissions = {emissions.get_reduction_percentage(ref.co2, total_emissions.co2)} %')
logger.info(f'-> CO emissions = {emissions.get_reduction_percentage(ref.co, total_emissions.co)} %')
logger.info(f'-> Nox emissions = {emissions.get_reduction_percentage(ref.nox, total_emissions.nox)} %')
logger.info(f'-> HC emissions = {emissions.get_reduction_percentage(ref.hc, total_emissions.hc)} %')
logger.info(f'-> PMx emissions = {emissions.get_reduction_percentage(ref.pmx, total_emissions.pmx)} %')
if __name__ == '__main__':