openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 200 supported car makes and models.
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#!/usr/bin/env python3
import os
import time
import math
import atexit
import numpy as np
import threading
import random
import cereal.messaging as messaging
import argparse
from common.params import Params
from common.realtime import Ratekeeper
from lib.can import can_function, sendcan_function
import queue
parser = argparse.ArgumentParser(description='Bridge between CARLA and openpilot.')
parser.add_argument('--autopilot', action='store_true')
args = parser.parse_args()
pm = messaging.PubMaster(['frame', 'sensorEvents', 'can'])
W,H = 1164, 874
def cam_callback(image):
img = np.frombuffer(image.raw_data, dtype=np.dtype("uint8"))
img = np.reshape(img, (H, W, 4))
img = img[:, :, [0,1,2]].copy()
dat = messaging.new_message()
dat.init('frame')
dat.frame = {
"frameId": image.frame,
"image": img.tostring(),
}
pm.send('frame', dat)
def imu_callback(imu):
#print(imu, imu.accelerometer)
dat = messaging.new_message()
dat.init('sensorEvents', 2)
dat.sensorEvents[0].sensor = 4
dat.sensorEvents[0].type = 0x10
dat.sensorEvents[0].init('acceleration')
dat.sensorEvents[0].acceleration.v = [imu.accelerometer.x, imu.accelerometer.y, imu.accelerometer.z]
# copied these numbers from locationd
dat.sensorEvents[1].sensor = 5
dat.sensorEvents[1].type = 0x10
dat.sensorEvents[1].init('gyroUncalibrated')
dat.sensorEvents[1].gyroUncalibrated.v = [imu.gyroscope.x, imu.gyroscope.y, imu.gyroscope.z]
pm.send('sensorEvents', dat)
def health_function():
pm = messaging.PubMaster(['health'])
rk = Ratekeeper(1.0)
while 1:
dat = messaging.new_message()
dat.init('health')
dat.valid = True
dat.health = {
'ignitionLine': True,
'hwType': "whitePanda",
'controlsAllowed': True
}
pm.send('health', dat)
rk.keep_time()
def fake_driver_monitoring():
pm = messaging.PubMaster(['driverState'])
while 1:
dat = messaging.new_message()
dat.init('driverState')
dat.driverState.faceProb = 1.0
pm.send('driverState', dat)
time.sleep(0.1)
def go():
import carla
client = carla.Client("127.0.0.1", 2000)
client.set_timeout(5.0)
world = client.load_world('Town03')
settings = world.get_settings()
settings.fixed_delta_seconds = 0.05
world.apply_settings(settings)
weather = carla.WeatherParameters(
cloudyness=0.0,
precipitation=0.0,
precipitation_deposits=0.0,
wind_intensity=0.0,
sun_azimuth_angle=0.0,
sun_altitude_angle=0.0)
world.set_weather(weather)
blueprint_library = world.get_blueprint_library()
"""
for blueprint in blueprint_library.filter('sensor.*'):
print(blueprint.id)
exit(0)
"""
world_map = world.get_map()
vehicle_bp = random.choice(blueprint_library.filter('vehicle.bmw.*'))
vehicle = world.spawn_actor(vehicle_bp, random.choice(world_map.get_spawn_points()))
if args.autopilot:
vehicle.set_autopilot(True)
blueprint = blueprint_library.find('sensor.camera.rgb')
blueprint.set_attribute('image_size_x', str(W))
blueprint.set_attribute('image_size_y', str(H))
blueprint.set_attribute('fov', '70')
blueprint.set_attribute('sensor_tick', '0.05')
transform = carla.Transform(carla.Location(x=0.8, z=1.45))
camera = world.spawn_actor(blueprint, transform, attach_to=vehicle)
camera.listen(cam_callback)
# TODO: wait for carla 0.9.7
imu_bp = blueprint_library.find('sensor.other.imu')
imu = world.spawn_actor(imu_bp, transform, attach_to=vehicle)
imu.listen(imu_callback)
def destroy():
print("clean exit")
imu.destroy()
camera.destroy()
vehicle.destroy()
print("done")
atexit.register(destroy)
# can loop
sendcan = messaging.sub_sock('sendcan')
rk = Ratekeeper(100)
steer_angle = 0
while 1:
vel = vehicle.get_velocity()
speed = math.sqrt(vel.x**2 + vel.y**2 + vel.z**2)
can_function(pm, speed, steer_angle, rk.frame, rk.frame%500 == 499)
if rk.frame%5 == 0:
throttle, brake, steer = sendcan_function(sendcan)
steer_angle += steer/10000.0 # torque
vc = carla.VehicleControl(throttle=throttle, steer=steer_angle, brake=brake)
vehicle.apply_control(vc)
print(speed, steer_angle, vc)
rk.keep_time()
if __name__ == "__main__":
params = Params()
params.delete("Offroad_ConnectivityNeeded")
from selfdrive.version import terms_version, training_version
params.put("HasAcceptedTerms", terms_version)
params.put("CompletedTrainingVersion", training_version)
params.put("CommunityFeaturesToggle", "1")
threading.Thread(target=health_function).start()
threading.Thread(target=fake_driver_monitoring).start()
# no carla, still run
try:
import carla
except ImportError:
print("WARNING: NO CARLA")
while 1:
time.sleep(1)
go()