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#!/usr/bin/env python3
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# -*- coding: utf-8 -*-
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"""
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系统综合测试脚本
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用于验证各个模块是否正常工作
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"""
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import cv2
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import numpy as np
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import sys
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import traceback
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import requests
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import json
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import time
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def test_opencv():
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"""测试OpenCV是否正常工作"""
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print("=" * 50)
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print("测试 OpenCV...")
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try:
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print(f"OpenCV 版本: {cv2.__version__}")
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# 测试摄像头
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cap = cv2.VideoCapture(0)
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if cap.isOpened():
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print("✓ 摄像头可以正常打开")
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ret, frame = cap.read()
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if ret:
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print(f"✓ 摄像头可以正常读取画面，分辨率: {frame.shape[1]}x{frame.shape[0]}")
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else:
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print("✗ 无法从摄像头读取画面")
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cap.release()
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else:
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print("✗ 无法打开摄像头")
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return True
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except Exception as e:
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print(f"✗ OpenCV 测试失败: {e}")
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return False
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def test_yolo_model():
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"""测试YOLO模型是否正常工作"""
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print("=" * 50)
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print("测试 YOLO 模型...")
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try:
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from ultralytics import YOLO
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print("✓ ultralytics 库导入成功")
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# 尝试加载模型
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model = YOLO('yolov8n.pt')
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print("✓ YOLOv8n 模型加载成功")
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# 创建一个测试图像
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test_image = np.zeros((640, 480, 3), dtype=np.uint8)
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results = model(test_image, verbose=False)
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print("✓ YOLO 推理测试成功")
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return True
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except Exception as e:
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print(f"✗ YOLO 模型测试失败: {e}")
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traceback.print_exc()
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return False
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def test_modules():
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"""测试自定义模块"""
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print("=" * 50)
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print("测试自定义模块...")
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try:
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# 测试配置模块
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from src import config
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print("✓ config 模块导入成功")
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# 测试距离计算模块
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from src import DistanceCalculator
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calculator = DistanceCalculator()
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test_bbox = [100, 100, 200, 400] # 测试边界框
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distance = calculator.get_distance(test_bbox)
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print(f"✓ distance_calculator 模块测试成功，测试距离: {calculator.format_distance(distance)}")
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# 测试人体检测模块
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from src import PersonDetector
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detector = PersonDetector()
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print("✓ person_detector 模块导入成功")
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# 测试地图管理器
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from src import MapManager
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map_manager = MapManager(
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api_key=config.GAODE_API_KEY,
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camera_lat=config.CAMERA_LATITUDE,
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camera_lng=config.CAMERA_LONGITUDE
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)
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print("✓ map_manager 模块导入成功")
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# 测试手机连接器
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from src import MobileConnector
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mobile_connector = MobileConnector(port=8081) # 使用不同端口避免冲突
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print("✓ mobile_connector 模块导入成功")
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return True
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except Exception as e:
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print(f"✗ 自定义模块测试失败: {e}")
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traceback.print_exc()
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return False
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def test_flask():
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"""测试Flask是否安装"""
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print("=" * 50)
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print("测试 Flask 环境...")
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try:
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import flask
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print(f"✓ Flask 导入成功，版本: {flask.__version__}")
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# 测试Web服务器模块
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from src import WebServer
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print("✓ WebServer 模块导入成功")
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return True
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except ImportError:
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print("✗ Flask 未安装，Web功能不可用")
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return False
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except Exception as e:
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print(f"✗ Flask 测试失败: {e}")
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return False
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def test_web_apis(base_url="http://127.0.0.1:5000"):
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"""测试Web API接口（仅在服务器运行时测试）"""
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print("=" * 50)
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print("测试Web API接口...")
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try:
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# 测试主页面
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response = requests.get(f"{base_url}/", timeout=5)
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if response.status_code == 200:
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print("✓ 主页面访问正常")
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# 测试人员数据API
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response = requests.get(f"{base_url}/api/get_persons_data", timeout=5)
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if response.status_code == 200:
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data = response.json()
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print(f"✓ 人员数据API正常: {len(data)} 个人员")
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# 测试调试信息API
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response = requests.get(f"{base_url}/api/debug_info", timeout=5)
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if response.status_code == 200:
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data = response.json()
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print(f"✓ 调试信息API正常")
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print(f" 摄像头状态: {'在线' if data.get('camera_active') else '离线'}")
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# 测试手机相关API
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response = requests.get(f"{base_url}/api/mobile/devices", timeout=5)
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if response.status_code == 200:
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devices = response.json()
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print(f"✓ 手机设备API正常: {len(devices)} 个设备")
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# 测试手机端页面
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response = requests.get(f"{base_url}/mobile/mobile_client.html", timeout=5)
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if response.status_code == 200:
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print(f"✓ 手机端页面可访问")
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return True
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else:
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print("✗ Web服务器未响应")
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return False
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except requests.exceptions.ConnectionError:
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print("⚠️ Web服务器未运行，跳过API测试")
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return True # 不算失败，因为服务器可能没启动
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except Exception as e:
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print(f"✗ Web API测试失败: {e}")
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return False
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def main():
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"""主测试函数"""
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print("🔧 开始系统综合测试...")
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print("测试将验证所有必要的组件是否正常工作")
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tests = [
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("OpenCV", test_opencv),
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("YOLO模型", test_yolo_model),
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("自定义模块", test_modules),
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("Flask环境", test_flask),
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("Web API", test_web_apis),
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]
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results = {}
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for test_name, test_func in tests:
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print(f"\n🧪 开始测试: {test_name}")
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results[test_name] = test_func()
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# 显示测试结果摘要
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print("\n" + "=" * 50)
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print("📊 测试结果摘要:")
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print("=" * 50)
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passed = 0
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total = len(tests)
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for test_name, result in results.items():
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status = "✓ 通过" if result else "✗ 失败"
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print(f"{test_name:<15}: {status}")
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if result:
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passed += 1
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print(f"\n总体结果: {passed}/{total} 测试通过")
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if passed >= total - 1: # 允许Web API测试失败（因为可能没启动服务器）
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print("🎉 系统基本功能正常！")
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print("\n📖 使用建议:")
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print(" 1. 运行 'python run.py' 选择运行模式")
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print(" 2. 使用Web模式获得最佳体验")
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print(" 3. 配置摄像头位置获得准确的地图显示")
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else:
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print("⚠️ 系统存在问题，请检查相关组件")
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print("\n🔧 建议操作:")
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print(" 1. 重新运行 'python tools/install.py' 安装依赖")
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print(" 2. 检查requirements.txt中的依赖版本")
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print(" 3. 确认摄像头设备连接正常")
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print("\n测试完成！")
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if __name__ == "__main__":
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main() |
