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import os
import sys
import glob
import time
import threading
import random
import numpy as np
import time
from clients.VehicleActuatorClient import VehicleActuatorClient
from servers.CameraServer import CameraServer, CameraSensor
from servers.SemSegCameraServer import SemSegCameraServer, SemSegCameraSensor
from servers.VehicleStateEstimationServer import StateMeasurementServer
from servers.ImuServer import IMUServer, IMUSensor
from servers.DepthServer import DepthSensor, DepthServer
from servers.LidarServer import LidarSensor, LidarServer
from servers.RadarServer import RadarSensor, RadarServer
from sensors import *
# Importing Carla
try:
sys.path.append(glob.glob('carla-*%d.%d-%s.egg' % (
sys.version_info.major,
sys.version_info.minor,
'win-amd64' if os.name == 'nt' else 'linux-x86_64'))[0])
except IndexError:
pass
import carla
ip_carla = "127.0.0.1" # Loopback ip for Carla
port_carla = 2000 # Carla port
class CarlaClient(object):
def __init__(self, name,
view_cam=False,
position=carla.Location(-75, 115, 0.3),
orientation=carla.Rotation(0, -89, 0),
random_spawn=False,
vehicle_type='vehicle.Seat.Leon',
control='auto', # auto rovis
ip_rovis='127.0.0.1',
port_rovis_actuator=None,
port_rovis_cam_front=None,
port_rovis_cam_back=None,
port_rovis_cam_left=None,
port_rovis_cam_right=None,
port_rovis_cam_back_left=None,
port_rovis_cam_back_right=None,
port_rovis_semseg_front=None,
port_rovis_semseg_back=None,
port_rovis_semseg_left=None,
port_rovis_semseg_right=None,
port_rovis_semseg_back_left=None,
port_rovis_semseg_back_right=None,
port_rovis_state_measurement=None,
port_rovis_imu=None,
port_rovis_depth=None,
port_rovis_lidar=None,
port_rovis_radar=None,
target_fps=30,
view_width=640,
view_height=360,
view_fov=90):
self.start_time = time.time()
self.move = False
# Member variables
self.name = name
self.control = control
self.view_cam = view_cam
self.target_fps = target_fps
self.target_freq = 1.0 / self.target_fps
self.view_width = view_width
self.view_height = view_height
self.view_fov = view_fov
self.client = carla.Client(ip_carla, port_carla)
self.client.set_timeout(2.0)
self.world = self.client.get_world()
self.using_carla_ai = False
self.past_steering = 0.
# Flag for actor termination
self.is_terminated = False
# Get spawn point
if random_spawn:
map = self.world.get_map()
spawn_points = map.get_spawn_points()
spawn_point = random.choice(spawn_points) if spawn_points \
else carla.Transform()
else:
spawn_point = carla.Transform(position, orientation)
# Instantiate car
bp = self.world.get_blueprint_library().filter(vehicle_type)[0]
self.car = self.world.spawn_actor(bp, spawn_point)
# Vehicle Physics Control parameters
# self.physics_control()
if self.car is None:
print('{} - Could not spawn the car. Exiting..'.format(self.name))
sys.exit(1)
self.car.apply_control(carla.VehicleControl(manual_gear_shift=True, gear=1))
self.car.apply_control(carla.VehicleControl(manual_gear_shift=False))
# Setup camera
if view_cam:
self.camera = CameraSensor('{}'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.camera.setup_cameras(get_transform('default'))
# Init actuators server
if port_rovis_actuator is not None:
self.vehicle_actuator = VehicleActuatorClient(ip=ip_rovis, port=port_rovis_actuator)
self.vehicle_actuator.init_client()
if self.control != 'rovis':
print('{} - In order to use Actuators, you must enable \'rovis\' control.'.format(self.name))
elif self.control == 'rovis':
print('{} - \'rovis\' control does not work without enabling actuators filter.'.format(self.name))
# Init IMU sensor
if port_rovis_imu is not None or port_rovis_state_measurement is not None:
self.imu_sensor = IMUSensor(name='{} - IMU'.format(self.name),
car=self.car)
self.imu_sensor.setup_imu()
# self.imu_sensor.init_view()
# Attach IMU server
if port_rovis_imu is not None:
self.imu_server = IMUServer(ip=ip_rovis,
port=port_rovis_imu,
dt=0.0,
imu_sensor=self.imu_sensor)
self.imu_server.init_server()
# Attach State Measurement server
if port_rovis_state_measurement is not None:
self.state_meas_server = StateMeasurementServer(ip=ip_rovis,
port=port_rovis_state_measurement,
dt=0.00,
car=self.car,
imu=self.imu_sensor,
client_name=self.name)
self.state_meas_server.init_server()
# Attach MonoCameras
if port_rovis_cam_front is not None:
self.front_cam_sensor = CameraSensor('{} - FrontCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.front_cam_sensor.setup_cameras(get_transform('front'))
# self.front_cam_sensor.init_view()
self.front_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_front,
dt=0.0,
cam_sensor=self.front_cam_sensor)
self.front_cam_server.init_server()
if port_rovis_cam_back is not None:
self.back_cam_sensor = CameraSensor('{} - BackCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.back_cam_sensor.setup_camera_rgb(get_transform('back'))
# self.back_cam_sensor.init_view()
self.back_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_back,
dt=0.0,
cam_sensor=self.back_cam_sensor)
self.back_cam_server.init_server()
if port_rovis_cam_left is not None:
self.left_cam_sensor = CameraSensor('{} - LeftCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.left_cam_sensor.setup_camera_rgb(get_transform('front_left'))
# self.left_cam_sensor.init_view()
self.left_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_left,
dt=0.0,
cam_sensor=self.left_cam_sensor)
self.left_cam_server.init_server()
if port_rovis_cam_right is not None:
self.right_cam_sensor = CameraSensor('{} - RightCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.right_cam_sensor.setup_camera_rgb(get_transform('front_right'))
# self.right_cam_sensor.init_view()
self.right_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_right,
dt=0.0,
cam_sensor=self.right_cam_sensor)
self.right_cam_server.init_server()
if port_rovis_cam_back_left is not None:
self.back_left_cam_sensor = CameraSensor('{} - BackLeftCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.back_left_cam_sensor.setup_camera_rgb(get_transform('back_left'))
# self.back_left_cam_sensor.init_view()
self.back_left_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_back_left,
dt=0.0,
cam_sensor=self.back_left_cam_sensor)
self.back_left_cam_server.init_server()
if port_rovis_cam_back_right is not None:
self.back_right_cam_sensor = CameraSensor('{} - BackRightCamera'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.back_right_cam_sensor.setup_camera_rgb(get_transform('back_right'))
# self.back_right_cam_sensor.init_view()
self.back_right_cam_server = CameraServer(ip=ip_rovis,
port=port_rovis_cam_back_right,
dt=0.0,
cam_sensor=self.back_right_cam_sensor)
self.back_right_cam_server.init_server()
# Attach SemSeg Camera
if port_rovis_semseg_front is not None:
self.semseg_front_sensor = SemSegCameraSensor('{} - SemSegFront'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_front_sensor.setup_camera(get_transform('front'))
# self.semseg_front_sensor.init_view()
self.semseg_front_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_front,
dt=0.0,
cam_sensor=self.semseg_front_sensor)
self.semseg_front_server.init_server()
if port_rovis_semseg_back is not None:
self.semseg_back_sensor = SemSegCameraSensor('{} - SemSegBack'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_back_sensor.setup_camera(get_transform('back'))
# self.semseg_back_sensor.init_view()
self.semseg_back_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_back,
dt=0.0,
cam_sensor=self.semseg_back_sensor)
self.semseg_back_server.init_server()
if port_rovis_semseg_left is not None:
self.semseg_left_sensor = SemSegCameraSensor('{} - SemSegLeft'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_left_sensor.setup_camera(get_transform('front_left'))
# self.semseg_left_sensor.init_view()
self.semseg_left_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_left,
dt=0.0,
cam_sensor=self.semseg_left_sensor)
self.semseg_left_server.init_server()
if port_rovis_semseg_right is not None:
self.semseg_right_sensor = SemSegCameraSensor('{} - SemSegRight'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_right_sensor.setup_camera(get_transform('front_right'))
# self.semseg_right_sensor.init_view()
self.semseg_right_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_right,
dt=0.0,
cam_sensor=self.semseg_right_sensor)
self.semseg_right_server.init_server()
if port_rovis_semseg_back_left is not None:
self.semseg_back_left_sensor = SemSegCameraSensor('{} - SemSegBackLeft'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_back_left_sensor.setup_camera(get_transform('back_left'))
# self.semseg_back_left_sensor.init_view()
self.semseg_back_left_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_back_left,
dt=0.0,
cam_sensor=self.semseg_back_left_sensor)
self.semseg_back_left_server.init_server()
if port_rovis_semseg_back_right is not None:
self.semseg_back_right_sensor = SemSegCameraSensor('{} - SemSegBackRight'.format(self.name),
self.car,
self.view_width,
self.view_height,
self.view_fov)
self.semseg_back_right_sensor.setup_camera(get_transform('back_right'))
# self.semseg_back_right_sensor.init_view()
self.semseg_back_right_server = SemSegCameraServer(ip=ip_rovis,
port=port_rovis_semseg_back_right,
dt=0.0,
cam_sensor=self.semseg_back_right_sensor)
self.semseg_back_right_server.init_server()
# Attach Depth sensor
if port_rovis_depth is not None:
self.depth_sensor = DepthSensor(name='{} - RGBD Front'.format(self.name),
parent_actor=self.car)
self.depth_sensor.setup_depth(get_transform('depth'))
# self.depth_sensor.init_view()
self.depth_server = DepthServer(ip=ip_rovis,
port=port_rovis_depth,
dt=0.0,
depth_sensor=self.depth_sensor)
self.depth_server.init_server()
# Attach Lidar sensor
if port_rovis_lidar is not None:
self.lidar_sensor = LidarSensor(name='{} - LidarTop'.format(self.name),
parent_actor=self.car)
self.lidar_sensor.setup_lidar(get_transform('lidar'))
# self.lidar_sensor.init_view()
self.lidar_server = LidarServer(ip=ip_rovis,
port=port_rovis_lidar,
dt=0.0,
lidar_sensor=self.lidar_sensor)
self.lidar_server.init_server()
# Attach Radar sensor
if port_rovis_radar is not None:
self.radar_sensor = RadarSensor(name='{} - RadarFront'.format(self.name),
parent_actor=self.car)
self.radar_sensor.setup_radar(get_transform('radar'))
# self.radar_sensor.init_view()
self.radar_server = RadarServer(ip=ip_rovis,
port=port_rovis_radar,
dt=0.0,
radar_sensor=self.radar_sensor)
self.radar_server.init_server()
print(' # {} initialised successfully.'.format(self.name))
def terminate(self):
self.car.destroy()
self.camera.destroy()
self.is_terminated = True
return
self.front_cam_sensor.destroy()
self.back_cam_sensor.destroy()
self.vehicle_actuator.is_terminated = True
self.front_cam_server.is_terminated = True
self.back_cam_server.is_terminated = True
print(' # {} successfully terminated.'.format(self.name))
def print_available_maps(self):
print([elem.split('/')[-1] for elem in self.client.get_available_maps()])
def print_ready(self):
time.sleep(2)
print(" # {} ready.".format(self.name))
def game_loop(self):
threading.Thread(target=self.print_ready()).start()
if self.view_cam:
self.camera.init_view()
while not self.is_terminated:
self.world.tick()
# Do not stop at traffic lights
if self.car.is_at_traffic_light():
traffic_light = self.car.get_traffic_light()
if traffic_light.get_state() == carla.TrafficLightState.Red:
# world.hud.notification("Traffic light changed! Good to go!")
traffic_light.set_state(carla.TrafficLightState.Green)
# Capture flag for cameras. Without this, the image will not update
if self.view_cam:
self.camera.capture = True
if hasattr(self, 'front_cam_sensor'):
self.front_cam_sensor.capture = True
if hasattr(self, 'back_cam_sensor'):
self.back_cam_sensor.capture = True
if hasattr(self, 'left_cam_sensor'):
self.left_cam_sensor.capture = True
if hasattr(self, 'right_cam_sensor'):
self.right_cam_sensor.capture = True
if hasattr(self, 'back_left_cam_sensor'):
self.back_left_cam_sensor.capture = True
if hasattr(self, 'back_right_cam_sensor'):
self.back_right_cam_sensor.capture = True
if hasattr(self, 'semseg_front_sensor'):
self.semseg_front_sensor.capture = True
if hasattr(self, 'semseg_back_sensor'):
self.semseg_back_sensor.capture = True
if hasattr(self, 'semseg_left_sensor'):
self.semseg_left_sensor.capture = True
if hasattr(self, 'semseg_right_sensor'):
self.semseg_right_sensor.capture = True
if hasattr(self, 'semseg_back_left_sensor'):
self.semseg_back_left_sensor.capture = True
if hasattr(self, 'semseg_back_right_sensor'):
self.semseg_back_right_sensor.capture = True
# Draw radar on the world
# self.radar_sensor.draw_radar(self.world)
# Toggle between control methods (Rovis or Carla Auto Pilot)
if self.control == 'rovis':
self.rovis_control(self.car)
else: # auto
self.carla_ai_control(self.car)
self.world.tick()
def set_synchronous_mode(self, synchronous_mode):
settings = self.world.get_settings()
settings.synchronous_mode = synchronous_mode
if synchronous_mode:
settings.fixed_delta_seconds = self.target_freq
self.world.apply_settings(settings)
def rovis_control(self, car):
control = car.get_control()
control.throttle = self.vehicle_actuator.throttle
control.steer = -self.vehicle_actuator.steering
if self.vehicle_actuator.throttle < 0:
control.reverse = True
else:
control.reverse = False
car.apply_control(control)
return False
def carla_ai_control(self, car):
if self.using_carla_ai is False:
self.using_carla_ai = True
car.set_autopilot()
self.using_carla_ai = True
def physics_control(self):
# https://carla.readthedocs.io/en/latest/python_api/#carla.VehiclePhysicsControl
# Change Vehicle Physics Control parameters of the vehicle
physics_control = self.car.get_physics_control()
# Create Wheels Physics Control
# tire_friction=3.0
default_front_wheel = carla.WheelPhysicsControl(tire_friction=999.0, damping_rate=1.0,
max_steer_angle=70.0, radius=25.0)
default_back_wheel = carla.WheelPhysicsControl(tire_friction=999.0, damping_rate=1.0,
max_steer_angle=0.0, radius=25.0)
# wheels = [front_left_wheel, front_right_wheel, rear_left_wheel, rear_right_wheel]
wheels = [default_front_wheel, default_front_wheel, default_back_wheel, default_back_wheel]
# Parameters
physics_control.torque_curve = [carla.Vector2D(x=0, y=400), carla.Vector2D(x=1300, y=600)]
physics_control.max_rpm = 10000
physics_control.moi = 1.0
physics_control.damping_rate_full_throttle = 0.0
physics_control.use_gear_autobox = True
physics_control.gear_switch_time = 0.5
physics_control.clutch_strength = 10
physics_control.mass = 10000
physics_control.drag_coefficient = 0.25
physics_control.steering_curve = [carla.Vector2D(x=0, y=1), carla.Vector2D(x=100, y=1),
carla.Vector2D(x=300, y=1)]
physics_control.use_sweep_wheel_collision = True
physics_control.wheels = wheels
# Update params
self.car.apply_physics_control(physics_control)
if __name__ == '__main__':
print('NOT runnable. Check \'Run_CarlaClients.py\'')