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
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from common.params import Params
from common.realtime import Ratekeeper
from lib.can import can_function, sendcan_function
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import queue
parser = argparse.ArgumentParser(description='Bridge between CARLA and openpilot.')
parser.add_argument('--autopilot', action='store_true')
args = parser.parse_args()
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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'])
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while 1:
dat = messaging.new_message()
dat.init('driverState')
dat.driverState.faceProb = 1.0
pm.send('driverState', dat)
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time.sleep(0.1)
def go():
import carla
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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)
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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")
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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)
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go()