demo_view.py

#!/usr/bin/env python

# Copyright (c) 2019 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>.

# Allows controlling a vehicle with a keyboard. For a simpler and more
# documented example, please take a look at tutorial.py.

"""
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
    M            : toggle manual transmission
    ,/.          : gear up/down

    TAB          : change sensor position
    `            : next sensor
    [1-9]        : change to sensor [1-9]
    C            : change weather (Shift+C reverse)
    Backspace    : change vehicle

    R            : toggle recording images to disk

    CTRL + R     : toggle recording of simulation (replacing any previous)
    CTRL + P     : start replaying last recorded simulation
    CTRL + +     : increments the start time of the replay by 1 second (+SHIFT = 10 seconds)
    CTRL + -     : decrements the start time of the replay by 1 second (+SHIFT = 10 seconds)

    F1           : toggle HUD
    H/?          : toggle help
    ESC          : quit
"""

from __future__ import print_function


# ==============================================================================
# -- find carla module ---------------------------------------------------------
# ==============================================================================


import glob
import os
import sys

import ipdb

try:
    sys.path.append(
        glob.glob(
            "../carla/dist/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 -------------------------------------------------------------------
# ==============================================================================


import carla

from carla import ColorConverter as cc

import argparse
import collections
import datetime
import logging
import math
import random
import re
import weakref

try:
    import pygame
    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
    from pygame.locals import K_BACKSPACE
    from pygame.locals import K_COMMA
    from pygame.locals import K_DOWN
    from pygame.locals import K_ESCAPE
    from pygame.locals import K_F1
    from pygame.locals import K_LEFT
    from pygame.locals import K_PERIOD
    from pygame.locals import K_RIGHT
    from pygame.locals import K_SLASH
    from pygame.locals import K_SPACE
    from pygame.locals import K_TAB
    from pygame.locals import K_UP
    from pygame.locals import K_a
    from pygame.locals import K_c
    from pygame.locals import K_d
    from pygame.locals import K_h
    from pygame.locals import K_m
    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
    from pygame.locals import K_MINUS
    from pygame.locals import K_EQUALS
    from pygame.locals import K_n
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")

import time
from carla import WeatherParameters

# start_time = time.time()


# ==============================================================================
# -- Global functions ----------------------------------------------------------
# ==============================================================================


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]


def get_actor_display_name(actor, truncate=250):
    name = " ".join(actor.type_id.replace("_", ".").title().split(".")[1:])
    return (name[: truncate - 1] + u"\u2026") if len(name) > truncate else name


# ==============================================================================
# -- World ---------------------------------------------------------------------
# ==============================================================================


class World(object):
    def __init__(self, carla_world, hud, args, heros=[]):
        self.no_player = True
        self.world = carla_world
        self.actor_role_name = args.rolename
        self.map = self.world.get_map()
        self.hud = hud
        self.player = None
        self.collision_sensor = None
        self.lane_invasion_sensor = None
        self.gnss_sensor = None
        self.camera_manager = None
        self._weather_presets = find_weather_presets()
        self._weather_index = 0
        self._actor_filter = args.filter
        self._gamma = args.gamma
        self.heros = heros
        self.restart()
        self.world.on_tick(hud.on_world_tick)
        self.recording_enabled = False
        self.recording_start = 0
        self.world.set_weather(WeatherParameters.ClearNoon)

    def restart(self):
        # Keep same camera config if the camera manager exists.
        cam_index = self.camera_manager.index if self.camera_manager is not None else 0
        cam_pos_index = (
            self.camera_manager.transform_index
            if self.camera_manager is not None
            else 0
        )
        # Get a random blueprint.
        blueprint = random.choice(
            self.world.get_blueprint_library().filter(self._actor_filter)
        )
        blueprint.set_attribute("role_name", self.actor_role_name)
        if blueprint.has_attribute("color"):
            color = random.choice(blueprint.get_attribute("color").recommended_values)
            blueprint.set_attribute("color", color)
        if blueprint.has_attribute("driver_id"):
            driver_id = random.choice(
                blueprint.get_attribute("driver_id").recommended_values
            )
            blueprint.set_attribute("driver_id", driver_id)
        if blueprint.has_attribute("is_invincible"):
            blueprint.set_attribute("is_invincible", "true")
        # Spawn the player.
        if not self.no_player:
            if self.player is not None:
                spawn_point = self.player.get_transform()
                spawn_point.location.z += 2.0
                spawn_point.rotation.roll = 0.0
                spawn_point.rotation.pitch = 0.0
                self.destroy()
                self.player = self.world.try_spawn_actor(blueprint, spawn_point)
            while self.player is None:
                spawn_points = self.map.get_spawn_points()
                spawn_point = (
                    random.choice(spawn_points) if spawn_points else carla.Transform()
                )
                self.player = self.world.try_spawn_actor(blueprint, spawn_point)

            self.player = None
        # Set up the sensors.
        # self.collision_sensor = CollisionSensor(self.player, self.hud)
        # self.lane_invasion_sensor = LaneInvasionSensor(self.player, self.hud)
        # self.gnss_sensor = GnssSensor(self.player)
        self.camera_manager = CameraManager(
            self.player, self.hud, self._gamma, self.heros, self.world
        )
        self.camera_manager.transform_index = cam_pos_index
        self.camera_manager.set_sensor(cam_index, notify=False)
        # actor_type = get_actor_display_name(self.player)
        # self.hud.notification(actor_type)

    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.player.get_world().set_weather(preset[0])

    def tick(self, clock):
        self.hud.tick(self, clock)

    def render(self, display):
        self.camera_manager.render(display)
        self.hud.render(display)

    def destroy_sensors(self):
        self.camera_manager.sensor.destroy()
        self.camera_manager.sensor = None
        self.camera_manager.index = None

    def destroy(self):
        actors = [
            self.camera_manager.sensor,
            # self.collision_sensor.sensor,
            # self.lane_invasion_sensor.sensor,
            # self.gnss_sensor.sensor,
            # self.player
        ]
        for actor in actors:
            if actor is not None:
                actor.destroy()


# ==============================================================================
# -- KeyboardControl -----------------------------------------------------------
# ==============================================================================


class KeyboardControl(object):
    def __init__(self, world, start_in_autopilot=None):
        self._autopilot_enabled = start_in_autopilot
        # if isinstance(world.player, carla.Vehicle):
        #     self._control = carla.VehicleControl()
        #     world.player.set_autopilot(self._autopilot_enabled)
        # elif isinstance(world.player, carla.Walker):
        #     self._control = carla.WalkerControl()
        #     self._autopilot_enabled = False
        #     self._rotation = world.player.get_transform().rotation
        # else:
        #     raise NotImplementedError("Actor type not supported")
        self._control = None
        self._autopilot_enabled = False
        self._steer_cache = 0.0
        world.hud.notification("Press 'H' or '?' for help.", seconds=4.0)

    def parse_events(self, client, 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_BACKSPACE:
                    world.restart()
                elif event.key == K_F1:
                    world.hud.toggle_info()
                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:
                    print("Tab pressed")
                    world.camera_manager.toggle_camera()
                elif event.key == K_n:
                    world.camera_manager.toggle_cars()
                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()
                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 - K_0)
                elif event.key == K_r and not (pygame.key.get_mods() & KMOD_CTRL):
                    world.camera_manager.toggle_recording()
                elif event.key == K_r and (pygame.key.get_mods() & KMOD_CTRL):
                    if world.recording_enabled:
                        client.stop_recorder()
                        world.recording_enabled = False
                        world.hud.notification("Recorder is OFF")
                    else:
                        client.start_recorder("manual_recording.rec")
                        world.recording_enabled = True
                        world.hud.notification("Recorder is ON")
                elif event.key == K_p and (pygame.key.get_mods() & KMOD_CTRL):
                    # stop recorder
                    client.stop_recorder()
                    world.recording_enabled = False
                    # work around to fix camera at start of replaying
                    currentIndex = world.camera_manager.index
                    world.destroy_sensors()
                    # disable autopilot
                    self._autopilot_enabled = False
                    world.player.set_autopilot(self._autopilot_enabled)
                    world.hud.notification("Replaying file 'manual_recording.rec'")
                    # replayer
                    client.replay_file(
                        "manual_recording.rec", world.recording_start, 0, 0
                    )
                    world.camera_manager.set_sensor(currentIndex)
                elif event.key == K_MINUS and (pygame.key.get_mods() & KMOD_CTRL):
                    if pygame.key.get_mods() & KMOD_SHIFT:
                        world.recording_start -= 10
                    else:
                        world.recording_start -= 1
                    world.hud.notification(
                        "Recording start time is %d" % (world.recording_start)
                    )
                elif event.key == K_EQUALS and (pygame.key.get_mods() & KMOD_CTRL):
                    if pygame.key.get_mods() & KMOD_SHIFT:
                        world.recording_start += 10
                    else:
                        world.recording_start += 1
                    world.hud.notification(
                        "Recording start time is %d" % (world.recording_start)
                    )
                if isinstance(self._control, carla.VehicleControl):
                    if event.key == K_q:
                        self._control.gear = 1 if self._control.reverse else -1
                    elif event.key == K_m:
                        self._control.manual_gear_shift = (
                            not self._control.manual_gear_shift
                        )
                        self._control.gear = world.player.get_control().gear
                        world.hud.notification(
                            "%s Transmission"
                            % (
                                "Manual"
                                if self._control.manual_gear_shift
                                else "Automatic"
                            )
                        )
                    elif self._control.manual_gear_shift and event.key == K_COMMA:
                        self._control.gear = max(-1, self._control.gear - 1)
                    elif self._control.manual_gear_shift and event.key == K_PERIOD:
                        self._control.gear = self._control.gear + 1
                    elif event.key == K_p and not (pygame.key.get_mods() & KMOD_CTRL):
                        self._autopilot_enabled = not self._autopilot_enabled
                        world.player.set_autopilot(self._autopilot_enabled)
                        world.hud.notification(
                            "Autopilot %s"
                            % ("On" if self._autopilot_enabled else "Off")
                        )
        # if not self._autopilot_enabled:
        #     if isinstance(self._control, carla.VehicleControl):
        #         self._parse_vehicle_keys(pygame.key.get_pressed(), clock.get_time())
        #         self._control.reverse = self._control.gear < 0
        #     elif isinstance(self._control, carla.WalkerControl):
        #         self._parse_walker_keys(pygame.key.get_pressed(), clock.get_time())
        #     world.player.apply_control(self._control)

    def _parse_vehicle_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]

    def _parse_walker_keys(self, keys, milliseconds):
        self._control.speed = 0.0
        if keys[K_DOWN] or keys[K_s]:
            self._control.speed = 0.0
        if keys[K_LEFT] or keys[K_a]:
            self._control.speed = 0.01
            self._rotation.yaw -= 0.08 * milliseconds
        if keys[K_RIGHT] or keys[K_d]:
            self._control.speed = 0.01
            self._rotation.yaw += 0.08 * milliseconds
        if keys[K_UP] or keys[K_w]:
            self._control.speed = 3.333 if pygame.key.get_mods() & KMOD_SHIFT else 2.778
        self._control.jump = keys[K_SPACE]
        self._rotation.yaw = round(self._rotation.yaw, 1)
        self._control.direction = self._rotation.get_forward_vector()

    @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)
        fonts = [x for x in pygame.font.get_fonts() if "mono" in x]
        default_font = "ubuntumono"
        mono = default_font if default_font in fonts else fonts[0]
        mono = pygame.font.match_font(mono)
        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.server_fps = 0
        self.frame = 0
        self.simulation_time = 0
        self._show_info = True
        self._info_text = []
        self._server_clock = pygame.time.Clock()

        # self.count_dict = dict()
        # self.cumulative_fps = dict()

        # for i in range(11):
        #     self.count_dict[i] = 0
        #     self.cumulative_fps[i] = 0

    def on_world_tick(self, timestamp):
        self._server_clock.tick()
        self.server_fps = self._server_clock.get_fps()
        self.frame = timestamp.frame
        self.simulation_time = timestamp.elapsed_seconds

    def tick(self, world, clock):
        self._notifications.tick(world, clock)
        if not self._show_info:
            return
        # t = world.player.get_transform()
        # v = world.player.get_velocity()
        # c = world.player.get_control()
        # heading = 'N' if abs(t.rotation.yaw) < 89.5 else ''
        # heading += 'S' if abs(t.rotation.yaw) > 90.5 else ''
        # heading += 'E' if 179.5 > t.rotation.yaw > 0.5 else ''
        # heading += 'W' if -0.5 > t.rotation.yaw > -179.5 else ''
        # colhist = world.collision_sensor.get_collision_history()
        # collision = [colhist[x + self.frame - 200] for x in range(0, 200)]
        # max_col = max(1.0, max(collision))
        # collision = [x / max_col for x in collision]
        vehicles = world.world.get_actors().filter("vehicle.*")

        # global start_time
        # if (time.time() - start_time > 22):
        #     self.count_dict[len(vehicles)] += 1
        #     self.cumulative_fps[len(vehicles)] += self.server_fps

        self._info_text = [
            "Server:  % 16.2f FPS" % self.server_fps,
            # 'Client:  % 16.0f FPS' % clock.get_fps(),
            # '',
            # 'Vehicle: % 20s' % get_actor_display_name(world.player, truncate=20),
            # 'Map:     % 20s' % world.map.name,
            # 'Simulation time: % 12s' % datetime.timedelta(seconds=int(self.simulation_time)),
            # '',
            # 'Speed:   % 15.0f km/h' % (3.6 * math.sqrt(v.x**2 + v.y**2 + v.z**2)),
            # u'Heading:% 16.0f\N{DEGREE SIGN} % 2s' % (t.rotation.yaw, heading),
            # 'Location:% 20s' % ('(% 5.1f, % 5.1f)' % (t.location.x, t.location.y)),
            # 'GNSS:% 24s' % ('(% 2.6f, % 3.6f)' % (world.gnss_sensor.lat, world.gnss_sensor.lon)),
            # 'Height:  % 18.0f m' % t.location.z,
            "",
        ]
        # if isinstance(c, carla.VehicleControl):
        #     self._info_text += [
        #         ('Throttle:', c.throttle, 0.0, 1.0),
        #         ('Steer:', c.steer, -1.0, 1.0),
        #         ('Brake:', c.brake, 0.0, 1.0),
        #         ('Reverse:', c.reverse),
        #         ('Hand brake:', c.hand_brake),
        #         ('Manual:', c.manual_gear_shift),
        #         'Gear:        %s' % {-1: 'R', 0: 'N'}.get(c.gear, c.gear)]
        # elif isinstance(c, carla.WalkerControl):
        #     self._info_text += [
        #         ('Speed:', c.speed, 0.0, 5.556),
        #         ('Jump:', c.jump)]
        self._info_text += [
            # '',
            # 'Collision:',
            # collision,
            "",
            "Number of vehicles: % 8d" % len(vehicles),
            "",
            "",
        ]

        # for i in range(11):
        #     if self.count_dict[i] == 0:
        #         fps = 0
        #     else:
        #         fps = self.cumulative_fps[i]/self.count_dict[i]

        #     self._info_text += [
        #         'With ' + str(i) + ' vehicle(s): % 3.2f FPS' % fps
        #     ]
        # if len(vehicles) > 1:
        #     self._info_text += ['Nearby vehicles:']
        #     distance = lambda l: math.sqrt((l.x - t.location.x)**2 + (l.y - t.location.y)**2 + (l.z - t.location.z)**2)
        #     vehicles = [(distance(x.get_location()), x) for x in vehicles if x.id != world.player.id]
        #     for d, vehicle in sorted(vehicles):
        #         if d > 200.0:
        #             break
        #         vehicle_type = get_actor_display_name(vehicle, truncate=22)
        #         self._info_text.append('% 4dm %s' % (d, vehicle_type))

    def toggle_info(self):
        self._show_info = not self._show_info

    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):
        if self._show_info:
            info_surface = pygame.Surface((220, self.dim[1]))
            info_surface.set_alpha(100)
            display.blit(info_surface, (0, 0))
            v_offset = 4
            bar_h_offset = 100
            bar_width = 106
            for item in self._info_text:
                if v_offset + 18 > self.dim[1]:
                    break
                if isinstance(item, list):
                    if len(item) > 1:
                        points = [
                            (x + 8, v_offset + 8 + (1.0 - y) * 30)
                            for x, y in enumerate(item)
                        ]
                        pygame.draw.lines(display, (255, 136, 0), False, points, 2)
                    item = None
                    v_offset += 18
                elif isinstance(item, tuple):
                    if isinstance(item[1], bool):
                        rect = pygame.Rect((bar_h_offset, v_offset + 8), (6, 6))
                        pygame.draw.rect(
                            display, (255, 255, 255), rect, 0 if item[1] else 1
                        )
                    else:
                        rect_border = pygame.Rect(
                            (bar_h_offset, v_offset + 8), (bar_width, 6)
                        )
                        pygame.draw.rect(display, (255, 255, 255), rect_border, 1)
                        f = (item[1] - item[2]) / (item[3] - item[2])
                        if item[2] < 0.0:
                            rect = pygame.Rect(
                                (bar_h_offset + f * (bar_width - 6), v_offset + 8),
                                (6, 6),
                            )
                        else:
                            rect = pygame.Rect(
                                (bar_h_offset, v_offset + 8), (f * bar_width, 6)
                            )
                        pygame.draw.rect(display, (255, 255, 255), rect)
                    item = item[0]
                if item:  # At this point has to be a str.
                    surface = self._font_mono.render(item, True, (255, 255, 255))
                    display.blit(surface, (8, v_offset))
                v_offset += 18
        self._notifications.render(display)
        self.help.render(display)


# ==============================================================================
# -- 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):
        lines = __doc__.split("\n")
        self.font = font
        self.dim = (680, len(lines) * 22 + 12)
        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(lines):
            text_texture = self.font.render(line, True, (255, 255, 255))
            self.surface.blit(text_texture, (22, n * 22))
            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)


# ==============================================================================
# -- CollisionSensor -----------------------------------------------------------
# ==============================================================================


class CollisionSensor(object):
    def __init__(self, parent_actor, hud):
        self.sensor = None
        self.history = []
        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)
        )

    def get_collision_history(self):
        history = collections.defaultdict(int)
        for frame, intensity in self.history:
            history[frame] += intensity
        return history

    @staticmethod
    def _on_collision(weak_self, event):
        self = weak_self()
        if not self:
            return
        actor_type = get_actor_display_name(event.other_actor)
        self.hud.notification("Collision with %r" % actor_type)
        impulse = event.normal_impulse
        intensity = math.sqrt(impulse.x ** 2 + impulse.y ** 2 + impulse.z ** 2)
        self.history.append((event.frame, intensity))
        if len(self.history) > 4000:
            self.history.pop(0)


# ==============================================================================
# -- LaneInvasionSensor --------------------------------------------------------
# ==============================================================================


class LaneInvasionSensor(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.lane_invasion")
        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: LaneInvasionSensor._on_invasion(weak_self, event)
        )

    @staticmethod
    def _on_invasion(weak_self, event):
        self = weak_self()
        if not self:
            return
        lane_types = set(x.type for x in event.crossed_lane_markings)
        text = ["%r" % str(x).split()[-1] for x in lane_types]
        self.hud.notification("Crossed line %s" % " and ".join(text))


# ==============================================================================
# -- GnssSensor --------------------------------------------------------
# ==============================================================================


class GnssSensor(object):
    def __init__(self, parent_actor):
        self.sensor = None
        self._parent = parent_actor
        self.lat = 0.0
        self.lon = 0.0
        world = self._parent.get_world()
        bp = world.get_blueprint_library().find("sensor.other.gnss")
        self.sensor = world.spawn_actor(
            bp, carla.Transform(carla.Location(x=1.0, z=2.8)), 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: GnssSensor._on_gnss_event(weak_self, event))

    @staticmethod
    def _on_gnss_event(weak_self, event):
        self = weak_self()
        if not self:
            return
        self.lat = event.latitude
        self.lon = event.longitude


# ==============================================================================
# -- CameraManager -------------------------------------------------------------
# ==============================================================================


class CameraManager(object):
    def __init__(self, parent_actor, hud, gamma_correction, heros, world=None):
        self.sensor = None
        self.surface = None
        self._parent = parent_actor
        self.hud = hud
        self.recording = False
        # bound_y = 0.5 + self._parent.bounding_box.extent.y
        Attachment = carla.AttachmentType
        self._camera_transforms = [
            (
                carla.Transform(
                    carla.Location(x=-8, y=177, z=145), carla.Rotation(pitch=-63, yaw=0)
                ),
                None,
            ),
            (
                carla.Transform(
                    carla.Location(x=-8, z=6), carla.Rotation(pitch=-20, yaw=0)
                ),
                Attachment.Rigid,
            ),
            # (carla.Transform(carla.Location(x=5.5, y=1.5, z=1.5)), Attachment.SpringArm),
            # (carla.Transform(carla.Location(x=-8.0, z=6.0), carla.Rotation(pitch=6.0)), Attachment.SpringArm),
            # (carla.Transform(carla.Location(x=-1, y=-bound_y, z=0.5)), Attachment.Rigid)
        ]

        # import ipdb

        # ipdb.set_trace()
        self.heros = heros
        self.transform_index = 1
        self.car_index = 0
        self.sensors = [
            ["sensor.camera.rgb", cc.Raw, "Camera RGB"],
            # ['sensor.camera.depth', cc.Raw, '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.Raw, 'Camera Semantic Segmentation (Raw)'],
            # ['sensor.camera.semantic_segmentation', cc.CityScapesPalette,
            # 'Camera Semantic Segmentation (CityScapes Palette)'],
            # ['sensor.lidar.ray_cast', None, 'Lidar (Ray-Cast)']
        ]
        self.world = world
        bp_library = world.get_blueprint_library()
        for item in self.sensors:
            bp = bp_library.find(item[0])
            if item[0].startswith("sensor.camera"):
                bp.set_attribute("image_size_x", str(hud.dim[0]))
                bp.set_attribute("image_size_y", str(hud.dim[1]))
                if bp.has_attribute("gamma"):
                    bp.set_attribute("gamma", str(gamma_correction))
            elif item[0].startswith("sensor.lidar"):
                bp.set_attribute("range", "5000")
            item.append(bp)
        self.index = None

    def toggle_camera(self):
        self.transform_index = (self.transform_index + 1) % len(self._camera_transforms)
        self.set_sensor(self.index, notify=False, force_respawn=True)

    def toggle_cars(self):
        self.car_index += 1
        self._parent = self.heros[self.car_index % len(self.heros)]
        self.transform_index = 1
        # import ipdb
        # ipdb.set_trace()

        self.set_sensor(self.index, force_respawn=True)

        print("Car Changed")

    def set_sensor(self, index, notify=True, force_respawn=False):
        index = index % len(self.sensors)
        needs_respawn = (
            True
            if self.index is None
            else (
                force_respawn or (self.sensors[index][0] != self.sensors[self.index][0])
            )
        )
        if needs_respawn:
            if self.sensor is not None:
                self.sensor.destroy()
                self.surface = None

            if self._parent is None:
                self.sensor = self.world.spawn_actor(
                    self.sensors[index][-1],
                    self._camera_transforms[self.transform_index][0],
                    # attach_to=None,
                    # attachment_type=self._camera_transforms[self.transform_index][1],
                )
            else:
                print("Set new cam")
                self.sensor = self.world.spawn_actor(
                    self.sensors[index][-1],
                    self._camera_transforms[self.transform_index][0],
                    attach_to=self._parent,
                    attachment_type=self._camera_transforms[self.transform_index][1],
                )
            # 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)
            )
        if notify:
            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
        if self.sensors[self.index][0].startswith("sensor.lidar"):
            points = np.frombuffer(image.raw_data, dtype=np.dtype("f4"))
            points = np.reshape(points, (int(points.shape[0] / 3), 3))
            lidar_data = np.array(points[:, :2])
            lidar_data *= min(self.hud.dim) / 100.0
            lidar_data += (0.5 * self.hud.dim[0], 0.5 * self.hud.dim[1])
            lidar_data = np.fabs(lidar_data)  # pylint: disable=E1111
            lidar_data = lidar_data.astype(np.int32)
            lidar_data = np.reshape(lidar_data, (-1, 2))
            lidar_img_size = (self.hud.dim[0], self.hud.dim[1], 3)
            lidar_img = np.zeros((lidar_img_size), dtype=int)
            lidar_img[tuple(lidar_data.T)] = (255, 255, 255)
            self.surface = pygame.surfarray.make_surface(lidar_img)
        else:
            image.convert(self.sensors[self.index][1])
            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))
        if self.recording:
            image.save_to_disk("_out/%08d" % image.frame)


# ==============================================================================
# -- game_loop() ---------------------------------------------------------------
# ==============================================================================


def game_loop(args):
    pygame.init()
    pygame.font.init()
    world = None

    try:
        client = carla.Client(args.host, args.port)
        client.set_timeout(2.0)

        display = pygame.display.set_mode(
            (args.width, args.height), pygame.HWSURFACE | pygame.DOUBLEBUF
        )

        time.sleep(1)
        world = client.get_world()
        time.sleep(1)

        # client.load_world('Town02')

        vehicles = world.get_actors().filter("vehicle.*")
        time.sleep(1)
        heros = [v for v in vehicles if v.attributes["role_name"] == "hero"]
        time.sleep(1)

        hud = HUD(args.width, args.height)
        world = World(world, hud, args, heros)
        controller = KeyboardControl(world)

        clock = pygame.time.Clock()
        while True:
            clock.tick_busy_loop(60)
            if controller.parse_events(client, world, clock):
                return
            world.tick(clock)
            world.render(display)
            pygame.display.flip()

    finally:

        if world and world.recording_enabled:
            client.stop_recorder()

        if world is not None:
            world.destroy()

        pygame.quit()


# ==============================================================================
# -- main() --------------------------------------------------------------------
# ==============================================================================


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",
        default="127.0.0.1",
        help="IP of the host server (default: 127.0.0.1)",
    )
    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"
    )
    argparser.add_argument(
        "--res",
        metavar="WIDTHxHEIGHT",
        default="1280x720",
        help="window resolution (default: 1280x720)",
    )
    argparser.add_argument(
        "--filter",
        metavar="PATTERN",
        default="vehicle.*",
        help='actor filter (default: "vehicle.*")',
    )
    argparser.add_argument(
        "--rolename",
        metavar="NAME",
        default="hero",
        help='actor role name (default: "hero")',
    )
    argparser.add_argument(
        "--gamma",
        default=2.2,
        type=float,
        help="Gamma correction of the camera (default: 2.2)",
    )
    args = argparser.parse_args()

    args.width, args.height = [int(x) for x in args.res.split("x")]

    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)

    # print(__doc__)

    try:

        game_loop(args)

    except KeyboardInterrupt:
        print("\nCancelled by user. Bye!")


if __name__ == "__main__":

    main()