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main.py
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292 lines (235 loc) · 10.6 KB
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#!/usr/bin/env python3
"""
Drone Control System - Main Entry Point
"""
import asyncio
import logging
import yaml
import signal
import sys
from pathlib import Path
Path("logs").mkdir(parents=True, exist_ok=True)
# Configure logging
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
handlers=[
logging.StreamHandler(sys.stdout),
logging.FileHandler('logs/drone.log')
]
)
logger = logging.getLogger(__name__)
class DroneSystem:
"""Main drone control system"""
def __init__(self, config_dir: str = "configs"):
"""Initialize drone system"""
self.config_dir = Path(config_dir)
self.configs = {}
self.running = False
# Subsystems
self.video_stream = None
self.detector = None
self.tracker = None
self.mavsdk_client = None
self.controller = None
self.state_machine = None
self.safety_monitor = None
self.data_recorder = None
# Signal handling
self.stop_event = asyncio.Event()
def load_configs(self):
"""Load all configuration files"""
logger.info("Loading configuration files...")
camera_cfg = self.config_dir / "camera.yaml"
control_cfg = self.config_dir / "control.yaml"
system_cfg = self.config_dir / "system.yaml"
if not camera_cfg.exists():
raise FileNotFoundError(f"Camera config not found: {camera_cfg}")
if not control_cfg.exists():
raise FileNotFoundError(f"Control config not found: {control_cfg}")
if not system_cfg.exists():
raise FileNotFoundError(f"System config not found: {system_cfg}")
with open(camera_cfg, 'r') as f:
self.configs['camera'] = yaml.safe_load(f)
with open(control_cfg, 'r') as f:
self.configs['control'] = yaml.safe_load(f)
with open(system_cfg, 'r') as f:
self.configs['system'] = yaml.safe_load(f)
logger.info("Configuration loaded successfully")
async def initialize(self):
"""Initialize all subsystems"""
logger.info("Initializing drone system...")
try:
# Import modules
from vision.stream import VideoStream
from vision.detector import ObjectDetector
from vision.tracker import ObjectTracker
from platform.mavsdk_client import MavsdkClient
from control.controller import Controller
from mission.state_machine import StateMachine, MissionState
from platform.safety import SafetyMonitor
from common.data_recorder import DataRecorder
# Initialize Vision System
logger.info("Initializing vision system...")
camera_config = self.configs['camera']
camera_hw = camera_config.get('camera', {})
processing_cfg = camera_config.get('processing', {})
self.video_stream = VideoStream(
source_type=camera_hw.get('source_type', 'USB'),
device_id=camera_hw.get('device_id', 0),
video_path=camera_hw.get('video_path', ''),
rtsp_url=camera_hw.get('rtsp_url', ''),
width=camera_hw.get('resolution', {}).get('width', 1280),
height=camera_hw.get('resolution', {}).get('height', 720),
fps=camera_hw.get('resolution', {}).get('fps', 30),
processing_cfg=processing_cfg,
)
# Initialize Object Detector (YOLO / Color)
detection_config = camera_config.get('detection', {})
method = detection_config.get('method', 'yolo')
if method == 'yolo':
yolo_config = detection_config.get('yolo', {})
self.detector = ObjectDetector(
method='yolo',
model_path=yolo_config.get('model_path', 'yolov8n.pt'),
conf_threshold=yolo_config.get('conf_threshold', 0.5),
iou_threshold=yolo_config.get('iou_threshold', 0.45),
max_detections=yolo_config.get('max_detections', 10)
)
logger.info(f"YOLO detector initialized: {yolo_config.get('model_path')}")
else:
color_config = detection_config.get('color', {})
self.detector = ObjectDetector(
method='color',
hsv_ranges=color_config.get('hsv_ranges', []),
min_area=color_config.get('min_area', 500)
)
logger.info("Color detector initialized")
# Initialize Tracker
self.tracker = ObjectTracker(tracker_type='KCF')
logger.info("Object tracker initialized")
# Initialize MAVSDK Client
logger.info("Initializing MAVSDK client...")
system_config = self.configs['system']
# Pass the entire system section (includes mode, connection, etc.)
self.mavsdk_client = MavsdkClient(system_config.get('system', system_config))
# Note: Actual connection happens in run() to avoid blocking
# Initialize Controller
logger.info("Initializing controller...")
control_config = self.configs['control']
self.controller = Controller(control_config)
# Initialize State Machine
logger.info("Initializing state machine...")
self.state_machine = StateMachine() # No parameters needed
# Initialize Safety Monitor
logger.info("Initializing safety monitor...")
safety_config = self.configs['system']['safety']
home_position_ned = (0.0, 0.0, 0.0) # Will be updated after takeoff
self.safety_monitor = SafetyMonitor(safety_config, home_position_ned)
# Initialize Data Recorder
logger.info("Initializing data recorder...")
logging_config = self.configs['system']['logging']
if logging_config.get('enable', True):
log_dir = logging_config.get('log_dir', 'logs/runs')
self.data_recorder = DataRecorder(log_dir=log_dir)
logger.info("✅ All subsystems initialized successfully!")
except Exception as e:
logger.error(f"Failed to initialize subsystems: {e}", exc_info=True)
raise
async def run(self):
"""Main run loop"""
try:
self.running = True
logger.info("Starting main loop...")
# Start video stream
self.video_stream.open()
logger.info("🎥 Video stream started")
logger.info("🚁 Drone system is running...")
logger.info("Press Ctrl+C to stop")
frame_count = 0
# TODO: connect to MAVSDK here (await self.mavsdk_client.connect())
# TODO: start safety monitor here (await self.safety_monitor.start())
while self.running:
# Read frame
try:
frame = self.video_stream.read()
except Exception as e:
logger.warning(f"Failed to read frame: {e}")
await asyncio.sleep(0.05)
continue
# Object detection (every frame or throttled)
detections = self.detector.detect(frame)
# Log detection results
if detections:
for det in detections:
logger.debug(f"Detected: {det.class_name} ({det.confidence:.2f})")
# TODO: Implement full control loop:
# - Update state machine based on detections
# - Compute control commands
# - Send commands to drone via MAVSDK
# - Update tracker
# - Safety checks
# - Data recording
frame_count += 1
if frame_count % 100 == 0:
logger.info(f"Processed {frame_count} frames, Detections: {len(detections)}")
# Main loop rate: 20 Hz
await asyncio.sleep(0.05)
except Exception as e:
logger.error(f"Error in main loop: {e}", exc_info=True)
self.running = False
async def shutdown(self):
"""Shutdown system gracefully"""
logger.info("Shutting down system...")
self.running = False
try:
# Stop video stream
if self.video_stream:
self.video_stream.release()
logger.info("Video stream stopped")
# Stop data recorder
if self.data_recorder:
self.data_recorder.stop()
logger.info("Data recorder stopped")
# Stop safety monitor
if self.safety_monitor:
await self.safety_monitor.stop()
logger.info("Safety monitor stopped")
# Disconnect MAVSDK
if self.mavsdk_client:
# Add disconnect logic if needed
logger.info("MAVSDK client disconnected")
except Exception as e:
logger.error(f"Error during shutdown: {e}")
logger.info("✅ System shutdown complete")
def handle_signal(self, sig, frame):
"""Handle termination signals"""
logger.info(f"Received signal: {sig}")
self.running = False
if not self.stop_event.is_set():
self.stop_event.set()
async def main():
"""Main entry point"""
system = DroneSystem(config_dir="configs")
# Setup signal handlers
signal.signal(signal.SIGINT, system.handle_signal)
signal.signal(signal.SIGTERM, system.handle_signal)
try:
# Load configuration
system.load_configs()
# Initialize
await system.initialize()
# Run
await system.run()
except KeyboardInterrupt:
logger.info("Interrupted by user")
except Exception as e:
logger.error(f"Fatal error: {e}", exc_info=True)
finally:
await system.shutdown()
logger.info("Drone system terminated")
if __name__ == "__main__":
try:
asyncio.run(main())
except KeyboardInterrupt:
pass