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# Global constants for new main | ||
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queue_max_size: 10 | ||
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# Detection Worker | ||
detection: | ||
serial_port_name: "/dev/ttyACM0" | ||
serial_port_baudrate: 921600 | ||
port_timeout: 0.1 # seconds | ||
update_rate: 5 | ||
low_angle: -170 # degrees | ||
high_angle: 170 # degrees | ||
rotate_speed: 5 | ||
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# Vector Field Histogram Worker | ||
sector_width: 5 | ||
max_vector_magnitude: 1.0 # Value to indicate a sector with maximum density | ||
linear_decay_rate: 0.1 # decrease in obstacle-density with length | ||
confidence_value: 1.0 # scaling distance values based on LiDAR error | ||
start_angle: -90 # degrees | ||
end_angle: 90 # degrees | ||
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# VFH Decision Worker | ||
density_threshold: 0.5 | ||
min_consec_sectors: 3 | ||
wide_valley_threshold: 6 | ||
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# Flight Interface Worker | ||
flight_interface: | ||
address: "/dev/ttyUSB0" | ||
timeout: 10.0 # seconds | ||
worker_period: 0.1 # seconds | ||
first_waypoint_distance_tolerance: 1.0 # metres |
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""" | ||
New main | ||
""" | ||
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import multiprocessing as mp | ||
import pathlib | ||
import time | ||
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import yaml | ||
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import worker.queue_wrapper | ||
import worker.worker_controller | ||
import modules.lidar_parser.lidar_parser_worker | ||
import modules.vfh.vfh_worker | ||
import modules.vfh_decision.vfh_decision_worker | ||
import modules.detection.detection_worker | ||
import modules.flight_interface.flight_interface_worker | ||
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CONFIG_FILE_PATH = pathlib.Path("config2.yaml") | ||
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def main() -> int: | ||
""" | ||
Main function | ||
""" | ||
# Open config file | ||
try: | ||
with CONFIG_FILE_PATH.open("r", encoding="utf8") as file: | ||
try: | ||
config = yaml.safe_load(file) | ||
except yaml.YAMLError as exc: | ||
print(f"Error parsing YAML file: {exc}") | ||
return -1 | ||
except FileNotFoundError: | ||
print(f"File not found: {CONFIG_FILE_PATH}") | ||
return -1 | ||
except IOError as exc: | ||
print(f"Error when opening file: {exc}") | ||
return -1 | ||
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# Set constants | ||
try: | ||
# Local constants | ||
QUEUE_MAX_SIZE = config["queue_max_size"] | ||
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# Detection parameters | ||
SERIAL_PORT_NAME = config["detection"]["serial_port_name"] | ||
SERIAL_PORT_BAUDRATE = config["detection"]["serial_port_baudrate"] | ||
PORT_TIMEOUT = config["detection"]["port_timeout"] | ||
UPDATE_RATE = config["detection"]["update_rate"] | ||
LOW_ANGLE = config["detection"]["low_angle"] | ||
HIGH_ANGLE = config["detection"]["high_angle"] | ||
ROTATE_SPEED = config["detection"]["rotate_speed"] | ||
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# VFH parameters | ||
SECTOR_WIDTH = config["sector_width"] | ||
MAX_VECTOR_MAGNITUDE = config["max_vector_magnitude"] | ||
LINEAR_DECAY_RATE = config["linear_decay_rate"] | ||
CONFIDENCE_VALUE = config["confidence_value"] | ||
START_ANGLE = config["start_angle"] | ||
END_ANGLE = config["end_angle"] | ||
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# VFH Decision parameters | ||
DENSITY_THRESHOLD = config["density_threshold"] | ||
MIN_CONSEC_SECTORS = config["min_consec_sectors"] | ||
WIDE_VALLEY_THRESHOLD = config["wide_valley_threshold"] | ||
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# Flight interface parameters | ||
FLIGHT_INTERFACE_ADDRESS = config["flight_interface"]["address"] | ||
FLIGHT_INTERFACE_TIMEOUT = config["flight_interface"]["timeout"] | ||
FLIGHT_INTERFACE_WORKER_PERIOD = config["flight_interface"]["worker_period"] | ||
FIRST_WAYPOINT_DISTANCE_TOLERANCE = config["flight_interface"][ | ||
"first_waypoint_distance_tolerance" | ||
] | ||
except KeyError: | ||
print("Config key(s) not found.") | ||
return -1 | ||
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# Setup | ||
controller = worker.worker_controller.WorkerController() | ||
mp_manager = mp.Manager() | ||
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detection_to_lidar_parsing_queue = worker.queue_wrapper.QueueWrapper(mp_manager, QUEUE_MAX_SIZE) | ||
oscillation_out_queue = worker.queue_wrapper.QueueWrapper(mp_manager, QUEUE_MAX_SIZE) | ||
density_out_queue = worker.queue_wrapper.QueueWrapper(mp_manager, QUEUE_MAX_SIZE) | ||
angle_out_queue = worker.queue_wrapper.QueueWrapper(mp_manager, QUEUE_MAX_SIZE) | ||
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# Flight Interface queues | ||
command_to_flight_interface_queue = worker.queue_wrapper.QueueWrapper(mp_manager, QUEUE_MAX_SIZE) | ||
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# Processes | ||
detection_process = mp.Process( | ||
target=modules.detection.detection_worker.detection_worker, | ||
args=( | ||
SERIAL_PORT_NAME, | ||
SERIAL_PORT_BAUDRATE, | ||
PORT_TIMEOUT, | ||
UPDATE_RATE, | ||
LOW_ANGLE, | ||
HIGH_ANGLE, | ||
ROTATE_SPEED, | ||
detection_to_lidar_parsing_queue, | ||
controller, | ||
), | ||
) | ||
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lidar_parsing_process = mp.Process( | ||
target=modules.lidar_parser.lidar_parser_worker.lidar_parser_worker, | ||
args=( | ||
detection_to_lidar_parsing_queue, | ||
oscillation_out_queue, | ||
controller, | ||
), | ||
) | ||
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vfh_process = mp.Process( | ||
target=modules.vfh.vfh_worker.vfh_worker, | ||
args=( | ||
SECTOR_WIDTH, | ||
MAX_VECTOR_MAGNITUDE, | ||
LINEAR_DECAY_RATE, | ||
CONFIDENCE_VALUE, | ||
START_ANGLE, | ||
END_ANGLE, | ||
oscillation_out_queue, | ||
density_out_queue, | ||
controller, | ||
), | ||
) | ||
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vfh_decision_process = mp.Process( | ||
target=modules.vfh_decision.vfh_decision_worker.vfh_decision_worker, | ||
args=( | ||
DENSITY_THRESHOLD, | ||
MIN_CONSEC_SECTORS, | ||
WIDE_VALLEY_THRESHOLD, | ||
density_out_queue, | ||
angle_out_queue, | ||
controller, | ||
), | ||
) | ||
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flight_interface_process = mp.Process( | ||
target=modules.flight_interface.flight_interface_worker.flight_interface_worker, | ||
args=( | ||
FLIGHT_INTERFACE_ADDRESS, | ||
FLIGHT_INTERFACE_TIMEOUT, | ||
FIRST_WAYPOINT_DISTANCE_TOLERANCE, | ||
FLIGHT_INTERFACE_WORKER_PERIOD, | ||
angle_out_queue, | ||
command_to_flight_interface_queue, | ||
controller, | ||
), | ||
) | ||
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# Run (mimicking main logic) | ||
detection_process.start() | ||
lidar_parsing_process.start() | ||
vfh_process.start() | ||
vfh_decision_process.start() | ||
flight_interface_process.start() | ||
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while True: | ||
try: | ||
time.sleep(0.1) | ||
except KeyboardInterrupt: | ||
controller.request_exit() | ||
break | ||
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# Teardown | ||
detection_to_lidar_parsing_queue.fill_and_drain_queue() | ||
oscillation_out_queue.fill_and_drain_queue() | ||
density_out_queue.fill_and_drain_queue() | ||
angle_out_queue.fill_and_drain_queue() | ||
command_to_flight_interface_queue.fill_and_drain_queue() | ||
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detection_process.join() | ||
lidar_parsing_process.join() | ||
vfh_process.join() | ||
vfh_decision_process.join() | ||
flight_interface_process.join() | ||
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return 0 | ||
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if __name__ == "__main__": | ||
result_main = main() | ||
if result_main < 0: | ||
print(f"Error: Status Code: {result_main} ") | ||
print(result_main) | ||
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print("Done.") |