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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import math
from multiprocessing import Queue
from metadrive.component.sensors.base_camera import _cuda_enable
from metadrive.component.map.pg_map import MapGenerateMethod
from openpilot.tools.sim.bridge.common import SimulatorBridge
from openpilot.tools.sim.bridge.metadrive.metadrive_common import RGBCameraRoad, RGBCameraWide
from openpilot.tools.sim.bridge.metadrive.metadrive_world import MetaDriveWorld
from openpilot.tools.sim.lib.camerad import W, H
def straight_block(length):
return {
"id": "S",
"pre_block_socket_index": 0,
"length": length
}
def curve_block(length, angle=45, direction=0):
return {
"id": "C",
"pre_block_socket_index": 0,
"length": length,
"radius": length,
"angle": angle,
"dir": direction
}
def create_map(track_size=60):
curve_len = track_size * 2
return dict(
type=MapGenerateMethod.PG_MAP_FILE,
lane_num=2,
lane_width=4.5,
config=[
None,
straight_block(track_size),
curve_block(curve_len, 90),
straight_block(track_size),
curve_block(curve_len, 90),
straight_block(track_size),
curve_block(curve_len, 90),
straight_block(track_size),
curve_block(curve_len, 90),
]
)
class MetaDriveBridge(SimulatorBridge):
TICKS_PER_FRAME = 5
def __init__(self, dual_camera, high_quality, test_duration=math.inf, test_run=False):
super().__init__(dual_camera, high_quality)
self.should_render = False
self.test_run = test_run
self.test_duration = test_duration if self.test_run else math.inf
def spawn_world(self, queue: Queue):
sensors = {
"rgb_road": (RGBCameraRoad, W, H, )
}
if self.dual_camera:
sensors["rgb_wide"] = (RGBCameraWide, W, H)
config = dict(
use_render=self.should_render,
vehicle_config=dict(
enable_reverse=False,
image_source="rgb_road",
),
sensors=sensors,
image_on_cuda=_cuda_enable,
image_observation=True,
interface_panel=[],
out_of_route_done=False,
on_continuous_line_done=False,
crash_vehicle_done=False,
crash_object_done=False,
arrive_dest_done=False,
traffic_density=0.0, # traffic is incredibly expensive
map_config=create_map(),
decision_repeat=1,
physics_world_step_size=self.TICKS_PER_FRAME/100,
preload_models=False
)
return MetaDriveWorld(queue, config, self.test_duration, self.test_run, self.dual_camera)