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 carla
import os
import time, termios, tty, sys
import math
import atexit
import numpy as np
import threading
import random
import cereal.messaging as messaging
import argparse
import zmq
import queue
from common.params import Params
from common.realtime import Ratekeeper
from lib.can import can_function, sendcan_function
from lib.helpers import FakeSteeringWheel
from lib.manual_ctrl import wheel_poll_thread
from selfdrive.car.honda.values import CruiseButtons
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(),
"transform": [1.0, 0.0, 0.0, 0.0, 1.0, 0.0, 0.0, 0.0, 1.0]
}
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('Town04')
settings = world.get_settings()
settings.fixed_delta_seconds = 0.05
world.apply_settings(settings)
weather = carla.WeatherParameters(
cloudyness=0.1,
precipitation=0.0,
precipitation_deposits=0.0,
wind_intensity=0.0,
sun_azimuth_angle=15.0,
sun_altitude_angle=75.0)
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.tesla.*'))
vehicle = world.spawn_actor(vehicle_bp, world_map.get_spawn_points()[16])
# make tires less slippery
wheel_control = carla.WheelPhysicsControl(tire_friction=5)
physics_control = carla.VehiclePhysicsControl(mass=1326, wheels=[wheel_control]*4, \
torque_curve=[[20.0, 500.0], [5000.0, 500.0]], gear_switch_time=0)
vehicle.apply_physics_control(physics_control)
if args.autopilot:
vehicle.set_autopilot(True)
# print(vehicle.get_speed_limit())
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)
# reenable IMU
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)
# init
A_throttle = 2.
A_brake = 2.
A_steer_torque = 1.
fake_wheel = FakeSteeringWheel()
is_openpilot_engaged = False
in_reverse = False
# start input poll
from multiprocessing import Process
p = Process(target=wheel_poll_thread)
p.start()
# zmq receiver for input thread
context = zmq.Context()
socket = context.socket(zmq.REP)
socket.connect("tcp://127.0.0.1:4444")
throttle_out = 0
brake_out = 0
steer_angle_out = 0
while 1:
vel = vehicle.get_velocity()
speed = math.sqrt(vel.x**2 + vel.y**2 + vel.z**2) * 3.6
try:
#check for a input message, this will not block
message = socket.recv(flags=zmq.NOBLOCK)
socket.send(b"good")
# print(message.decode('UTF-8'))
m = message.decode('UTF-8').split('_')
if m[0] == "steer":
steer_angle_out = float(m[1])
fake_wheel.set_angle(steer_angle_out) # touching the wheel overrides fake wheel angle
# print(" === steering overriden === ")
if m[0] == "throttle":
throttle_out = float(m[1]) / 100.
if throttle_out > 0.3:
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.CANCEL)
is_openpilot_engaged = False
if m[0] == "brake":
brake_out = float(m[1]) / 100.
if brake_out > 0.3:
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.CANCEL)
is_openpilot_engaged = False
if m[0] == "reverse":
in_reverse = not in_reverse
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.CANCEL)
is_openpilot_engaged = False
if m[0] == "cruise":
if m[1] == "down":
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.DECEL_SET)
is_openpilot_engaged = True
if m[1] == "up":
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.RES_ACCEL)
is_openpilot_engaged = True
if m[1] == "cancel":
can_function(pm, speed, fake_wheel.angle, rk.frame, cruise_button=CruiseButtons.CANCEL)
is_openpilot_engaged = False
except zmq.Again as e:
#skip if no message
pass
can_function(pm, speed, fake_wheel.angle, rk.frame)
if rk.frame%1 == 0: # 20Hz?
throttle_op, brake_op, steer_torque_op = sendcan_function(sendcan)
# print(" === torq, ",steer_torque_op, " ===")
if is_openpilot_engaged:
fake_wheel.response(steer_torque_op * A_steer_torque, speed)
throttle_out = throttle_op * A_throttle
brake_out = brake_op * A_brake
steer_angle_out = fake_wheel.angle
# print(steer_torque_op)
# print(steer_angle_out)
vc = carla.VehicleControl(throttle=throttle_out, steer=steer_angle_out / 3.14, brake=brake_out, reverse=in_reverse)
vehicle.apply_control(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()