carla/PythonAPI/manual_control.py

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#!/usr/bin/env python
# Copyright (c) 2017 Computer Vision Center (CVC) at the Universitat Autonoma de
# Barcelona (UAB).
#
# This work is licensed under the terms of the MIT license.
# For a copy, see <https://opensource.org/licenses/MIT>.
# Keyboard controlling for CARLA. Please refer to client_example.py for a simpler
# and more documented example.
"""
Welcome to CARLA manual control.
Use ARROWS or WASD keys for control.
W : throttle
S : brake
AD : steer
Q : toggle reverse
Space : hand-brake
P : toggle autopilot
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TAB : change camera position
` : next camera sensor
[1-9] : change to camera sensor [1-9]
C : change weather (Shift+C reverse)
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R : toggle recording images to disk
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H/? : toggle help
ESC : quit
"""
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from __future__ import print_function
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# ==============================================================================
# -- find carla module ---------------------------------------------------------
# ==============================================================================
import glob
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import os
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import sys
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
# ==============================================================================
# -- imports -------------------------------------------------------------------
# ==============================================================================
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import carla
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from carla import ColorConverter as cc
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import argparse
import logging
import random
import re
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import weakref
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try:
import pygame
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from pygame.locals import KMOD_CTRL
from pygame.locals import KMOD_SHIFT
from pygame.locals import K_0
from pygame.locals import K_9
from pygame.locals import K_BACKQUOTE
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from pygame.locals import K_DOWN
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from pygame.locals import K_ESCAPE
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from pygame.locals import K_LEFT
from pygame.locals import K_RIGHT
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from pygame.locals import K_SLASH
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from pygame.locals import K_SPACE
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from pygame.locals import K_TAB
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from pygame.locals import K_UP
from pygame.locals import K_a
from pygame.locals import K_c
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from pygame.locals import K_d
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from pygame.locals import K_h
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from pygame.locals import K_p
from pygame.locals import K_q
from pygame.locals import K_r
from pygame.locals import K_s
from pygame.locals import K_w
except ImportError:
raise RuntimeError('cannot import pygame, make sure pygame package is installed')
try:
import numpy as np
except ImportError:
raise RuntimeError('cannot import numpy, make sure numpy package is installed')
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# ==============================================================================
# -- World ---------------------------------------------------------------------
# ==============================================================================
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START_POSITION = carla.Transform(carla.Location(x=180.0, y=199.0, z=40.0))
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def find_weather_presets():
rgx = re.compile('.+?(?:(?<=[a-z])(?=[A-Z])|(?<=[A-Z])(?=[A-Z][a-z])|$)')
name = lambda x: ' '.join(m.group(0) for m in rgx.finditer(x))
presets = [x for x in dir(carla.WeatherParameters) if re.match('[A-Z].+', x)]
return [(getattr(carla.WeatherParameters, x), name(x)) for x in presets]
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class World(object):
def __init__(self, carla_world, hud):
self.hud = hud
blueprint = random.choice(carla_world.get_blueprint_library().filter('vehicle'))
self.vehicle = carla_world.spawn_actor(blueprint, START_POSITION)
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self.collision_sensor = CollisionSensor(self.vehicle, self.hud)
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self.camera_manager = CameraManager(self.vehicle, self.hud)
self.controller = None
self._weather_presets = find_weather_presets()
self._weather_index = 0
def next_weather(self, reverse=False):
self._weather_index += -1 if reverse else 1
self._weather_index %= len(self._weather_presets)
preset = self._weather_presets[self._weather_index]
self.hud.notification('Weather: %s' % preset[1])
self.vehicle.get_world().set_weather(preset[0])
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def tick(self, clock):
self.hud.tick(self, clock)
def render(self, display):
self.camera_manager.render(display)
self.hud.render(display)
def destroy(self):
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for actor in [self.camera_manager.sensor, self.collision_sensor.sensor, self.vehicle]:
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if actor is not None:
actor.destroy()
# ==============================================================================
# -- KeyboardControl -----------------------------------------------------------
# ==============================================================================
class KeyboardControl(object):
def __init__(self, world, start_in_autopilot):
self._autopilot_enabled = start_in_autopilot
self._control = carla.VehicleControl()
self._steer_cache = 0.0
world.vehicle.set_autopilot(self._autopilot_enabled)
world.hud.notification("Press 'H' or '?' for help.", seconds=4.0)
def parse_events(self, world, clock):
for event in pygame.event.get():
if event.type == pygame.QUIT:
return True
elif event.type == pygame.KEYUP:
if self._is_quit_shortcut(event.key):
return True
elif event.key == K_h or (event.key == K_SLASH and pygame.key.get_mods() & KMOD_SHIFT):
world.hud.help.toggle()
elif event.key == K_TAB:
world.camera_manager.toggle_camera()
elif event.key == K_c and pygame.key.get_mods() & KMOD_SHIFT:
world.next_weather(reverse=True)
elif event.key == K_c:
world.next_weather()
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elif event.key == K_BACKQUOTE:
world.camera_manager.next_sensor()
elif event.key > K_0 and event.key <= K_9:
world.camera_manager.set_sensor(event.key - 1)
elif event.key == K_r:
world.camera_manager.toggle_recording()
elif event.key == K_q:
self._control.reverse = not self._control.reverse
elif event.key == K_p:
self._autopilot_enabled = not self._autopilot_enabled
world.vehicle.set_autopilot(self._autopilot_enabled)
world.hud.notification('Autopilot %s' % ('On' if self._autopilot_enabled else 'Off'))
if not self._autopilot_enabled:
self._parse_keys(pygame.key.get_pressed(), clock.get_time())
world.vehicle.apply_control(self._control)
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def _parse_keys(self, keys, milliseconds):
self._control.throttle = 1.0 if keys[K_UP] or keys[K_w] else 0.0
steer_increment = 5e-4 * milliseconds
if keys[K_LEFT] or keys[K_a]:
self._steer_cache -= steer_increment
elif keys[K_RIGHT] or keys[K_d]:
self._steer_cache += steer_increment
else:
self._steer_cache = 0.0
self._steer_cache = min(0.7, max(-0.7, self._steer_cache))
self._control.steer = round(self._steer_cache, 1)
self._control.brake = 1.0 if keys[K_DOWN] or keys[K_s] else 0.0
self._control.hand_brake = keys[K_SPACE]
@staticmethod
def _is_quit_shortcut(key):
return (key == K_ESCAPE) or (key == K_q and pygame.key.get_mods() & KMOD_CTRL)
# ==============================================================================
# -- HUD -----------------------------------------------------------------------
# ==============================================================================
class HUD(object):
def __init__(self, width, height):
self.dim = (width, height)
font = pygame.font.Font(pygame.font.get_default_font(), 20)
mono = next(x for x in pygame.font.get_fonts() if 'mono' in x) # hope for the best...
mono = pygame.font.match_font(mono, bold=True)
self._font_mono = pygame.font.Font(mono, 14)
self._notifications = FadingText(font, (width, 40), (0, height - 40))
self.help = HelpText(pygame.font.Font(mono, 24), width, height)
self.client_fps = 0
self.server_fps = 0
def tick(self, world, clock):
self.client_fps = clock.get_fps()
self._notifications.tick(world, clock)
def notification(self, text, seconds=2.0):
self._notifications.set_text(text, seconds=seconds)
def error(self, text):
self._notifications.set_text('Error: %s' % text, (255, 0, 0))
def render(self, display):
self._notifications.render(display)
self.help.render(display)
fps_text = 'client: %02d FPS; server: %02d FPS' % (self.client_fps, self.server_fps)
fps = self._font_mono.render(fps_text, True, (60, 60, 60))
display.blit(fps, (6, 4))
# ==============================================================================
# -- FadingText ----------------------------------------------------------------
# ==============================================================================
class FadingText(object):
def __init__(self, font, dim, pos):
self.font = font
self.dim = dim
self.pos = pos
self.seconds_left = 0
self.surface = pygame.Surface(self.dim)
def set_text(self, text, color=(255, 255, 255), seconds=2.0):
text_texture = self.font.render(text, True, color)
self.surface = pygame.Surface(self.dim)
self.seconds_left = seconds
self.surface.fill((0, 0, 0, 0))
self.surface.blit(text_texture, (10, 11))
def tick(self, _, clock):
delta_seconds = 1e-3 * clock.get_time()
self.seconds_left = max(0.0, self.seconds_left - delta_seconds)
self.surface.set_alpha(500.0 * self.seconds_left)
def render(self, display):
display.blit(self.surface, self.pos)
# ==============================================================================
# -- HelpText ------------------------------------------------------------------
# ==============================================================================
class HelpText(object):
def __init__(self, font, width, height):
self.font = font
self.dim = (680, 480)
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self.pos = (0.5 * width - 0.5 * self.dim[0], 0.5 * height - 0.5 * self.dim[1])
self.seconds_left = 0
self.surface = pygame.Surface(self.dim)
self.surface.fill((0, 0, 0, 0))
for n, line in enumerate(__doc__.split('\n')):
text_texture = self.font.render(line, True, (255, 255, 255))
self.surface.blit(text_texture, (22, n * 21))
self._render = False
self.surface.set_alpha(220)
def toggle(self):
self._render = not self._render
def render(self, display):
if self._render:
display.blit(self.surface, self.pos)
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# ==============================================================================
# -- CollisionSensor -----------------------------------------------------------
# ==============================================================================
class CollisionSensor(object):
def __init__(self, parent_actor, hud):
self.sensor = None
self._parent = parent_actor
self._hud = hud
world = self._parent.get_world()
bp = world.get_blueprint_library().find('sensor.other.collision')
self.sensor = world.spawn_actor(bp, carla.Transform(), attach_to=self._parent)
# We need to pass the lambda a weak reference to self to avoid circular
# reference.
weak_self = weakref.ref(self)
self.sensor.listen(lambda event: CollisionSensor._on_collision(weak_self, event))
@staticmethod
def _on_collision(weak_self, event):
self = weak_self()
if not self:
return
actor_type = ' '.join(event.other_actor.type_id.title().split('.')[1:])
self._hud.notification('Collision with %s' % actor_type)
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# ==============================================================================
# -- CameraManager -------------------------------------------------------------
# ==============================================================================
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class CameraManager(object):
def __init__(self, parent_actor, hud):
self.sensor = None
self._surface = None
self._parent = parent_actor
self._hud = hud
self._recording = False
self._camera_transforms = [
carla.Transform(carla.Location(x=1.6, z=1.7)),
carla.Transform(carla.Location(x=-5.5, z=2.8), carla.Rotation(pitch=-15))]
self._transform_index = 0
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self._sensors = [
['sensor.camera.rgb', cc.None, 'Camera RGB'],
['sensor.camera.depth', cc.None, 'Camera Depth (Raw)'],
['sensor.camera.depth', cc.Depth, 'Camera Depth (Gray Scale)'],
['sensor.camera.depth', cc.LogarithmicDepth, 'Camera Depth (Logarithmic Gray Scale)'],
['sensor.camera.semantic_segmentation', cc.None, 'Camera Semantic Segmentation (Raw)'],
['sensor.camera.semantic_segmentation', cc.CityScapesPalette, 'Camera Semantic Segmentation (CityScapes Palette)']]
world = self._parent.get_world()
bp_library = world.get_blueprint_library()
for item in self._sensors:
bp = bp_library.find(item[0])
bp.set_attribute('image_size_x', str(hud.dim[0]))
bp.set_attribute('image_size_y', str(hud.dim[1]))
item.append(bp)
self._index = None
self._server_clock = pygame.time.Clock()
self.set_sensor(0)
def toggle_camera(self):
self._transform_index = (self._transform_index + 1) % len(self._camera_transforms)
self.sensor.set_transform(self._camera_transforms[self._transform_index])
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def set_sensor(self, index):
index = index % len(self._sensors)
needs_respawn = True if self._index is None \
else self._sensors[index][0] != self._sensors[self._index][0]
if needs_respawn:
if self.sensor is not None:
self.sensor.destroy()
self._surface = None
self.sensor = self._parent.get_world().spawn_actor(
self._sensors[index][-1],
self._camera_transforms[self._transform_index],
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attach_to=self._parent)
# We need to pass the lambda a weak reference to self to avoid
# circular reference.
weak_self = weakref.ref(self)
self.sensor.listen(lambda image: CameraManager._parse_image(weak_self, image))
self._hud.notification(self._sensors[index][2])
self._index = index
def next_sensor(self):
self.set_sensor(self._index + 1)
def toggle_recording(self):
self._recording = not self._recording
self._hud.notification('Recording %s' % ('On' if self._recording else 'Off'))
def render(self, display):
if self._surface is not None:
display.blit(self._surface, (0, 0))
@staticmethod
def _parse_image(weak_self, image):
self = weak_self()
if not self:
return
self._server_clock.tick()
self._hud.server_fps = self._server_clock.get_fps()
image.convert(self._sensors[self._index][1])
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array = np.frombuffer(image.raw_data, dtype=np.dtype("uint8"))
array = np.reshape(array, (image.height, image.width, 4))
array = array[:, :, :3]
array = array[:, :, ::-1]
self._surface = pygame.surfarray.make_surface(array.swapaxes(0, 1))
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if self._recording:
image.save_to_disk('_out/%08d' % image.frame_number)
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# ==============================================================================
# -- game_loop() ---------------------------------------------------------------
# ==============================================================================
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def game_loop(args):
pygame.init()
pygame.font.init()
world = None
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try:
client = carla.Client(args.host, args.port)
client.set_timeout(2.0)
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display = pygame.display.set_mode(
(args.width, args.height),
pygame.HWSURFACE | pygame.DOUBLEBUF)
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hud = HUD(args.width, args.height)
world = World(client.get_world(), hud)
controller = KeyboardControl(world, args.autopilot)
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clock = pygame.time.Clock()
while True:
clock.tick_busy_loop(60)
if controller.parse_events(world, clock):
return
world.tick(clock)
world.render(display)
pygame.display.flip()
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finally:
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if world is not None:
world.destroy()
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pygame.quit()
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# ==============================================================================
# -- main() --------------------------------------------------------------------
# ==============================================================================
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def main():
argparser = argparse.ArgumentParser(
description='CARLA Manual Control Client')
argparser.add_argument(
'-v', '--verbose',
action='store_true',
dest='debug',
help='print debug information')
argparser.add_argument(
'--host',
metavar='H',
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default='127.0.0.1',
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help='IP of the host server (default: 127.0.0.1)')
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argparser.add_argument(
'-p', '--port',
metavar='P',
default=2000,
type=int,
help='TCP port to listen to (default: 2000)')
argparser.add_argument(
'-a', '--autopilot',
action='store_true',
help='enable autopilot')
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argparser.add_argument(
'--res',
metavar='WIDTHxHEIGHT',
default='1280x720',
help='window resolution (default: 1280x720)')
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args = argparser.parse_args()
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args.width, args.height = [int(x) for x in args.res.split('x')]
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log_level = logging.DEBUG if args.debug else logging.INFO
logging.basicConfig(format='%(levelname)s: %(message)s', level=log_level)
logging.info('listening to server %s:%s', args.host, args.port)
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print(__doc__)
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try:
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game_loop(args)
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except KeyboardInterrupt:
print('\nCancelled by user. Bye!')
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except Exception as error:
logging.exception(error)
if __name__ == '__main__':
main()