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+frontend/src/renderer/dist-electron/win-unpacked/resources/backend/BodyBalanceBackend/_internal/werkzeug-2.3.7.dist-info/REQUESTED +frontend/src/renderer/dist-electron/win-unpacked/resources/backend/BodyBalanceBackend/_internal/werkzeug-2.3.7.dist-info/WHEEL +frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt +frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt diff --git a/backend/app.spec b/backend/app.spec index 10b968ed..03332027 100644 --- a/backend/app.spec +++ b/backend/app.spec @@ -82,10 +82,8 @@ pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher) exe = EXE( pyz, a.scripts, - a.binaries, - a.zipfiles, - a.datas, [], + exclude_binaries=True, name='BodyBalanceBackend', debug=False, bootloader_ignore_signals=False, @@ -101,3 +99,14 @@ exe = EXE( entitlements_file=None, icon=None ) + +coll = COLLECT( + exe, + a.binaries, + a.zipfiles, + a.datas, + strip=False, + upx=True, + upx_exclude=[], + name='BodyBalanceBackend' +) diff --git a/backend/build_app.py b/backend/build_app.py index a9d59e28..f4c871fb 100644 --- a/backend/build_app.py +++ b/backend/build_app.py @@ -110,10 +110,8 @@ pyz = PYZ(a.pure, a.zipped_data, cipher=block_cipher) exe = EXE( pyz, a.scripts, - a.binaries, - a.zipfiles, - a.datas, [], + exclude_binaries=True, name='BodyBalanceBackend', debug=False, bootloader_ignore_signals=False, @@ -129,6 +127,17 @@ exe = EXE( entitlements_file=None, icon=None ) + +coll = COLLECT( + exe, + a.binaries, + a.zipfiles, + a.datas, + strip=False, + upx=True, + upx_exclude=[], + name='BodyBalanceBackend' +) ''' with open('app.spec', 'w', encoding='utf-8') as f: @@ -172,6 +181,7 @@ echo - 管理界面: http://localhost:5000 echo. echo 按Ctrl+C停止服务 echo. +cd BodyBalanceBackend "BodyBalanceBackend.exe" if %errorlevel% neq 0 ( echo. @@ -240,23 +250,34 @@ def copy_dll_files(): print(f"⚠️ 复制dll目录内容失败: {e}") def copy_data_files(): - """复制数据库文件到data目录""" - print("复制数据库文件...") + """准备数据库文件到data目录""" + print("准备数据库文件...") data_dir = os.path.join('dist', 'data') - # 数据库文件列表 + # 数据库文件列表 - 这些文件会在程序首次运行时自动创建 db_files = ['body_balance.db', 'database.db'] + # 检查是否存在现有数据库文件，如果存在则复制 + copied_count = 0 for db_file in db_files: - if os.path.exists(db_file): - try: - shutil.copy2(db_file, data_dir) - print(f"✓ 已复制 {db_file}") - except Exception as e: - print(f"⚠️ 复制 {db_file} 失败: {e}") - else: - print(f"⚠️ 数据库文件不存在: {db_file}") + # 检查当前目录和data目录中的数据库文件 + source_paths = [db_file, os.path.join('data', db_file)] + + for source_path in source_paths: + if os.path.exists(source_path): + try: + shutil.copy2(source_path, data_dir) + print(f"✓ 已复制 {source_path} -> {data_dir}") + copied_count += 1 + break # 找到一个就跳出内层循环 + except Exception as e: + print(f"⚠️ 复制 {source_path} 失败: {e}") + + if copied_count == 0: + print("ℹ️ 未找到现有数据库文件，程序首次运行时将自动创建") + else: + print(f"✓ 成功复制 {copied_count} 个数据库文件") def copy_config_files(): """复制配置文件到dist目录""" @@ -308,7 +329,7 @@ def main(): print("后处理...") # 检查生成的exe文件 - exe_path = 'dist/BodyBalanceBackend.exe' + exe_path = 'dist/BodyBalanceBackend/BodyBalanceBackend.exe' if os.path.exists(exe_path): print(f"✓ exe文件位置: {exe_path}") @@ -340,12 +361,13 @@ def main(): print("- 配置文件: dist/config.ini") print() print("目录结构:") - print("- dll/ - DLL文件") - print("- data/ - 数据库文件") - print("- logs/ - 日志文件") + print("- BodyBalanceBackend/ - 应用程序文件夹") + print("- dll/ - DLL文件") + print("- data/ - 数据库文件") + print("- logs/ - 日志文件") print() print("使用方式:") - print("1. 直接运行: dist/BodyBalanceBackend.exe") + print("1. 直接运行: dist/BodyBalanceBackend/BodyBalanceBackend.exe") print("2. 使用脚本: dist/start_backend.bat") print() print("服务地址: http://localhost:5000") diff --git a/backend/tests/newtest.py b/backend/tests/newtest.py index 9d035973..15179bd1 100644 --- a/backend/tests/newtest.py +++ b/backend/tests/newtest.py @@ -12,7 +12,7 @@ class FPMS_DEVICE_C(ctypes.Structure): ] class SMiTSenseSensor: - def __init__(self, dll_path = r"D:\BodyBalanceEvaluation\backend\tests\SMiTSenseUsb-F3.0.dll"): + def __init__(self, dll_path = r"D:\Trae_space\BodyBalanceEvaluation\backend\tests\SMiTSenseUsbWrapper.dll"): self.dll = ctypes.WinDLL(dll_path) # 定义函数接口 diff --git a/backend/tests/testsmit.py b/backend/tests/testsmit.py index d6a9757e..19d3960c 100644 --- a/backend/tests/testsmit.py +++ b/backend/tests/testsmit.py @@ -4,7 +4,7 @@ import numpy as np import cv2 # === DLL 加载 === -dll = ctypes.WinDLL(r"D:\BodyBalanceEvaluation\backend\tests\SMiTSenseUsbWrapper.dll") +dll = ctypes.WinDLL(r"D:\Trae_space\BodyBalanceEvaluation\backend\tests\SMiTSenseUsbWrapper.dll") dll.SMiTSenseUsb_Init.argtypes = [ctypes.c_int] dll.SMiTSenseUsb_Init.restype = ctypes.c_int diff --git a/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt b/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt index 94749615..75ffb360 100644 --- a/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt +++ b/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/Log/OrbbecSDK.log.txt @@ -1,60 +1,20 @@ -[08/15 11:08:00.007828][debug][1996][Context.cpp:30] Context creating, work_dir=D:\Trae_space\BodyBalanceEvaluation\backend\dist -[08/15 11:08:00.007990][debug][1996][Context.cpp:49] Config file version=1.1 -[08/15 11:08:00.008057][debug][1996][FrameBufferManager.cpp:23] Max global frame buffer size updated! size=2048.000MB -[08/15 11:08:00.008095][info][1996][Context.cpp:68] Context created with config: default config! -[08/15 11:08:00.008265][info][1996][Context.cpp:73] Work directory=D:\Trae_space\BodyBalanceEvaluation\backend\dist, SDK version=v1.10.11-20240724-aeaa107e5 -[08/15 11:08:00.008455][debug][1996][DeviceManager.cpp:30] DeviceManager init ... -[08/15 11:08:00.008674][info][1996][MfPal.cpp:105] createObPal: create WinPal! -[08/15 11:08:00.008795][debug][1996][MfPal.cpp:110] WmfPal init ... -[08/15 11:08:00.039058][debug][1996][MfPal.cpp:117] WmfPal created! -[08/15 11:08:00.039105][debug][1996][DeviceManager.cpp:34] Enable USB Device Enumerator ... -[08/15 11:08:00.066384][debug][1996][EnumeratorLibusb.cpp:321] queryDevicesInfo done! -[08/15 11:08:00.066623][debug][1996][MfPal.cpp:216] Create WinEventDeviceWatcher! -[08/15 11:08:00.066791][debug][1996][UsbDeviceEnumerator.cpp:78] No matched usb device found! -[08/15 11:08:00.066833][info][1996][DeviceManager.cpp:15] Current found device(s): (0) -[08/15 11:08:00.066975][debug][1996][DeviceManager.cpp:52] DeviceManager construct done! -[08/15 11:08:00.067012][debug][1996][Context.cpp:81] Context destroying ... -[08/15 11:08:00.067024][debug][1996][DeviceManager.cpp:56] DeviceManager destroy ... -[08/15 11:08:00.067033][debug][1996][DeviceManager.cpp:64] DeviceManager Destructors done -[08/15 11:08:00.214042][debug][1996][MfPal.cpp:128] WmfPal destroyed! -[08/15 11:08:00.214700][info][1996][Context.cpp:84] Context destroyed -[08/15 11:11:00.761881][debug][12088][Context.cpp:30] Context creating, work_dir=D:\Trae_space\BodyBalanceEvaluation\backend\dist -[08/15 11:11:00.762009][debug][12088][Context.cpp:49] Config file version=1.1 -[08/15 11:11:00.762057][debug][12088][FrameBufferManager.cpp:23] Max global frame buffer size updated! size=2048.000MB -[08/15 11:11:00.762081][info][12088][Context.cpp:68] Context created with config: default config! -[08/15 11:11:00.762166][info][12088][Context.cpp:73] Work directory=D:\Trae_space\BodyBalanceEvaluation\backend\dist, SDK version=v1.10.11-20240724-aeaa107e5 -[08/15 11:11:00.762526][debug][12088][DeviceManager.cpp:30] DeviceManager init ... -[08/15 11:11:00.762542][info][12088][MfPal.cpp:105] createObPal: create WinPal! -[08/15 11:11:00.763193][debug][12088][MfPal.cpp:110] WmfPal init ... -[08/15 11:11:00.790457][debug][12088][MfPal.cpp:117] WmfPal created! -[08/15 11:11:00.790495][debug][12088][DeviceManager.cpp:34] Enable USB Device Enumerator ... -[08/15 11:11:00.815795][debug][12088][EnumeratorLibusb.cpp:321] queryDevicesInfo done! -[08/15 11:11:00.816035][debug][12088][MfPal.cpp:216] Create WinEventDeviceWatcher! -[08/15 11:11:00.816179][debug][12088][UsbDeviceEnumerator.cpp:78] No matched usb device found! -[08/15 11:11:00.816215][info][12088][DeviceManager.cpp:15] Current found device(s): (0) -[08/15 11:11:00.816652][debug][12088][DeviceManager.cpp:52] DeviceManager construct done! -[08/15 11:11:00.816690][debug][12088][Context.cpp:81] Context destroying ... -[08/15 11:11:00.816703][debug][12088][DeviceManager.cpp:56] DeviceManager destroy ... -[08/15 11:11:00.816712][debug][12088][DeviceManager.cpp:64] DeviceManager Destructors done -[08/15 11:11:00.960762][debug][12088][MfPal.cpp:128] WmfPal destroyed! -[08/15 11:11:00.961818][info][12088][Context.cpp:84] Context destroyed -[08/15 11:17:16.080184][debug][27992][Context.cpp:30] Context creating, work_dir=D:\Trae_space\BodyBalanceEvaluation\frontend\src\renderer\dist-electron\win-unpacked\resources\backend -[08/15 11:17:16.080326][debug][27992][Context.cpp:49] Config file version=1.1 -[08/15 11:17:16.080380][debug][27992][FrameBufferManager.cpp:23] Max global frame buffer size updated! size=2048.000MB -[08/15 11:17:16.080407][info][27992][Context.cpp:68] Context created with config: default config! -[08/15 11:17:16.080471][info][27992][Context.cpp:73] Work directory=D:\Trae_space\BodyBalanceEvaluation\frontend\src\renderer\dist-electron\win-unpacked\resources\backend, SDK version=v1.10.11-20240724-aeaa107e5 -[08/15 11:17:16.080501][debug][27992][DeviceManager.cpp:30] DeviceManager init ... -[08/15 11:17:16.080518][info][27992][MfPal.cpp:105] createObPal: create WinPal! -[08/15 11:17:16.080537][debug][27992][MfPal.cpp:110] WmfPal init ... -[08/15 11:17:16.106317][debug][27992][MfPal.cpp:117] WmfPal created! -[08/15 11:17:16.106358][debug][27992][DeviceManager.cpp:34] Enable USB Device Enumerator ... -[08/15 11:17:16.132353][debug][27992][EnumeratorLibusb.cpp:321] queryDevicesInfo done! -[08/15 11:17:16.132619][debug][27992][MfPal.cpp:216] Create WinEventDeviceWatcher! -[08/15 11:17:16.132822][debug][27992][UsbDeviceEnumerator.cpp:78] No matched usb device found! -[08/15 11:17:16.132867][info][27992][DeviceManager.cpp:15] Current found device(s): (0) -[08/15 11:17:16.132889][debug][27992][DeviceManager.cpp:52] DeviceManager construct done! -[08/15 11:17:16.132917][debug][27992][Context.cpp:81] Context destroying ... -[08/15 11:17:16.132929][debug][27992][DeviceManager.cpp:56] DeviceManager destroy ... -[08/15 11:17:16.132938][debug][27992][DeviceManager.cpp:64] DeviceManager Destructors done -[08/15 11:17:16.274031][debug][27992][MfPal.cpp:128] WmfPal destroyed! -[08/15 11:17:16.274987][info][27992][Context.cpp:84] Context destroyed +[08/15 15:17:24.789452][debug][11108][Context.cpp:30] Context creating, work_dir=D:\Trae_space\BodyBalanceEvaluation\frontend\src\renderer\dist-electron\win-unpacked\resources\backend +[08/15 15:17:24.789708][debug][11108][Context.cpp:49] Config file version=1.1 +[08/15 15:17:24.789777][debug][11108][FrameBufferManager.cpp:23] Max global frame buffer size updated! size=2048.000MB +[08/15 15:17:24.789813][info][11108][Context.cpp:68] Context created with config: default config! +[08/15 15:17:24.789902][info][11108][Context.cpp:73] Work directory=D:\Trae_space\BodyBalanceEvaluation\frontend\src\renderer\dist-electron\win-unpacked\resources\backend, SDK version=v1.10.11-20240724-aeaa107e5 +[08/15 15:17:24.790186][debug][11108][DeviceManager.cpp:30] DeviceManager init ... +[08/15 15:17:24.790207][info][11108][MfPal.cpp:105] createObPal: create WinPal! +[08/15 15:17:24.790229][debug][11108][MfPal.cpp:110] WmfPal init ... +[08/15 15:17:24.816565][debug][11108][MfPal.cpp:117] WmfPal created! +[08/15 15:17:24.816602][debug][11108][DeviceManager.cpp:34] Enable USB Device Enumerator ... +[08/15 15:17:24.842574][debug][11108][EnumeratorLibusb.cpp:321] queryDevicesInfo done! +[08/15 15:17:24.842902][debug][11108][MfPal.cpp:216] Create WinEventDeviceWatcher! +[08/15 15:17:24.843143][debug][11108][UsbDeviceEnumerator.cpp:78] No matched usb device found! +[08/15 15:17:24.843178][info][11108][DeviceManager.cpp:15] Current found device(s): (0) +[08/15 15:17:24.843199][debug][11108][DeviceManager.cpp:52] DeviceManager construct done! +[08/15 15:17:24.843226][debug][11108][Context.cpp:81] Context destroying ... +[08/15 15:17:24.843236][debug][11108][DeviceManager.cpp:56] DeviceManager destroy ... +[08/15 15:17:24.843245][debug][11108][DeviceManager.cpp:64] DeviceManager Destructors done +[08/15 15:17:24.983361][debug][11108][MfPal.cpp:128] WmfPal destroyed! +[08/15 15:17:24.984152][info][11108][Context.cpp:84] Context destroyed diff --git a/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/start_backend.bat b/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/start_backend.bat index aa7d1cdc..917f45ab 100644 --- a/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/start_backend.bat +++ b/frontend/src/renderer/dist-electron/win-unpacked/resources/backend/start_backend.bat @@ -8,6 +8,7 @@ echo - 管理界面: http://localhost:5000 echo. echo 按Ctrl+C停止服务 echo. +cd BodyBalanceBackend "BodyBalanceBackend.exe" if %errorlevel% neq 0 ( echo. diff --git a/frontend/src/renderer/main/main.js b/frontend/src/renderer/main/main.js index 3a7b644d..6c871db8 100644 --- a/frontend/src/renderer/main/main.js +++ b/frontend/src/renderer/main/main.js @@ -11,7 +11,7 @@ let backendProcess; function startBackendService() { // 在打包后的应用中，使用process.resourcesPath获取resources目录 const resourcesPath = process.resourcesPath || path.join(__dirname, '../..'); - const backendPath = path.join(resourcesPath, 'backend/BodyBalanceBackend.exe'); + const backendPath = path.join(resourcesPath, 'backend/BodyBalanceBackend/BodyBalanceBackend.exe'); const backendDir = path.join(resourcesPath, 'backend/'); console.log('Resources path:', resourcesPath); @@ -22,14 +22,15 @@ function startBackendService() { if (!fs.existsSync(backendPath)) { console.error('Backend executable not found:', backendPath); // 尝试备用路径 - const fallbackPath = path.join(__dirname, 'resources/backend/BodyBalanceBackend.exe'); + const fallbackPath = path.join(__dirname, 'resources/backend/BodyBalanceBackend/BodyBalanceBackend.exe'); console.log('Trying fallback path:', fallbackPath); if (!fs.existsSync(fallbackPath)) { console.error('Fallback backend executable not found:', fallbackPath); return; } // 使用备用路径 - const fallbackDir = path.join(__dirname, 'resources/backend/'); + const fallbackDir = path.join(__dirname, 'resources/backend/BodyBalanceBackend/'); + backendProcess = spawn(fallbackPath, [], { cwd: fallbackDir, stdio: ['ignore', 'pipe', 'pipe'] diff --git a/设备管理优化方案.md b/设备管理优化方案.md new file mode 100644 index 00000000..2f7c849c --- /dev/null +++ b/设备管理优化方案.md @@ -0,0 +1,301 @@ +# 设备管理优化方案 + +## 1. 现状分析 + +### 1.1 当前架构问题 + +当前的 `device_manager.py` 文件（3694行）存在以下问题： + +1. **单一职责原则违反**：一个类管理四种不同类型的设备 +2. **代码耦合度高**：设备间相互依赖，一个设备故障可能影响其他设备 +3. **维护困难**：代码量庞大，修改一个设备功能可能影响其他设备 +4. **性能瓶颈**：所有设备共享同一个推流线程池，资源竞争严重 +5. **扩展性差**：添加新设备类型需要修改核心管理器 +6. **测试复杂**：单元测试需要模拟所有设备 + +### 1.2 当前设备类型 + +- **FemtoBolt深度相机**：负责身体姿态检测和深度图像采集 +- **普通相机**：负责足部监控视频流 +- **IMU传感器**：负责头部姿态数据采集 +- **压力板传感器**：负责足底压力数据采集 + +## 2. 优化方案设计 + +### 2.1 架构设计原则 + +1. **单一职责原则**：每个设备类只负责自身的管理 +2. **开闭原则**：对扩展开放，对修改封闭 +3. **依赖倒置原则**：依赖抽象而非具体实现 +4. **接口隔离原则**：设备间通过标准接口通信 + +### 2.2 目标架构 + +``` +设备管理系统 +├── 抽象基类 (BaseDevice) +├── FemtoBolt深度相机管理器 (FemtoBoltManager) +├── 普通相机管理器 (CameraManager) +├── IMU传感器管理器 (IMUManager) +├── 压力板管理器 (PressureManager) +└── 设备协调器 (DeviceCoordinator) +``` + +### 2.3 文件结构 + +``` +backend/devices/ +├── __init__.py +├── base_device.py # 抽象基类 +├── femtobolt_manager.py # FemtoBolt深度相机管理 +├── camera_manager.py # 普通相机管理 +├── imu_manager.py # IMU传感器管理 +├── pressure_manager.py # 压力板管理 +├── device_coordinator.py # 设备协调器 +└── utils/ + ├── __init__.py + ├── socket_manager.py # Socket连接管理 + └── config_manager.py # 配置管理 +``` + +## 3. 详细设计 + +### 3.1 抽象基类设计 + +```python +# base_device.py +from abc import ABC, abstractmethod +from typing import Dict, Any, Optional +import threading +import logging + +class BaseDevice(ABC): + """设备抽象基类""" + + def __init__(self, device_name: str, config: Dict[str, Any]): + self.device_name = device_name + self.config = config + self.is_connected = False + self.is_streaming = False + self.socket_namespace = f"/{device_name}" + self.logger = logging.getLogger(f"device.{device_name}") + self._lock = threading.RLock() + + @abstractmethod + def initialize(self) -> bool: + """初始化设备""" + pass + + @abstractmethod + def calibrate(self) -> Dict[str, Any]: + """校准设备""" + pass + + @abstractmethod + def start_streaming(self, socketio) -> bool: + """启动数据推流""" + pass + + @abstractmethod + def stop_streaming(self) -> bool: + """停止数据推流""" + pass + + @abstractmethod + def get_status(self) -> Dict[str, Any]: + """获取设备状态""" + pass + + @abstractmethod + def cleanup(self) -> None: + """清理资源""" + pass +``` + +### 3.2 FemtoBolt深度相机管理器 + +```python +# femtobolt_manager.py +class FemtoBoltManager(BaseDevice): + """FemtoBolt深度相机管理器""" + + def __init__(self, config: Dict[str, Any]): + super().__init__("femtobolt", config) + self.camera = None + self.streaming_thread = None + self.frame_cache = {} + + def initialize(self) -> bool: + """初始化FemtoBolt深度相机""" + try: + # FemtoBolt初始化逻辑 + return True + except Exception as e: + self.logger.error(f"FemtoBolt初始化失败: {e}") + return False + + def start_streaming(self, socketio) -> bool: + """启动深度图像推流""" + # 独立的Socket.IO命名空间 + # 独立的推流线程 + pass +``` + +### 3.3 设备协调器 + +```python +# device_coordinator.py +class DeviceCoordinator: + """设备协调器 - 管理所有设备的生命周期""" + + def __init__(self): + self.devices = {} + self.socketio = None + + def register_device(self, device: BaseDevice): + """注册设备""" + self.devices[device.device_name] = device + + def initialize_all(self) -> Dict[str, bool]: + """初始化所有设备""" + results = {} + for name, device in self.devices.items(): + results[name] = device.initialize() + return results + + def start_all_streaming(self) -> Dict[str, bool]: + """启动所有设备推流""" + results = {} + for name, device in self.devices.items(): + if device.is_connected: + results[name] = device.start_streaming(self.socketio) + return results +``` + +## 4. 优势分析 + +### 4.1 性能优势 + +1. **并行处理**：每个设备独立的Socket.IO命名空间，减少数据传输冲突 +2. **资源隔离**：每个设备独立的线程池，避免资源竞争 +3. **内存优化**：设备级别的缓存管理，减少内存占用 +4. **故障隔离**：单个设备故障不影响其他设备运行 + +### 4.2 开发优势 + +1. **代码可维护性**：每个设备类代码量控制在500-800行 +2. **团队协作**：不同开发者可以并行开发不同设备 +3. **单元测试**：每个设备可以独立测试 +4. **版本控制**：设备功能变更影响范围小 + +### 4.3 扩展优势 + +1. **新设备接入**：只需实现BaseDevice接口 +2. **功能扩展**：设备功能扩展不影响其他设备 +3. **配置管理**：每个设备独立配置文件 +4. **部署灵活**：可以选择性部署某些设备 + +## 5. 劣势分析 + +### 5.1 复杂性增加 + +1. **架构复杂度**：从单一类变为多类协作 +2. **通信开销**：设备间通信需要额外的协调机制 +3. **状态同步**：多设备状态同步复杂度增加 + +### 5.2 开发成本 + +1. **重构工作量**：需要大量重构现有代码 +2. **测试工作量**：需要重新设计集成测试 +3. **文档更新**：需要更新相关文档和API + +### 5.3 运维复杂度 + +1. **监控复杂**：需要监控多个独立服务 +2. **故障排查**：跨设备问题排查难度增加 +3. **配置管理**：多个配置文件管理复杂 + +## 6. 实施方案 + +### 6.1 分阶段实施 + +#### 第一阶段：基础架构搭建（1-2周） +- 创建抽象基类和工具类 +- 设计Socket.IO命名空间方案 +- 搭建设备协调器框架 + +#### 第二阶段：设备迁移（3-4周） +- 按优先级迁移设备：Camera → IMU → Pressure → FemtoBolt +- 每个设备迁移后进行充分测试 +- 保持向后兼容性 + +#### 第三阶段：优化和集成（1-2周） +- 性能优化和内存管理 +- 集成测试和压力测试 +- 文档更新和代码审查 + +### 6.2 风险控制 + +1. **渐进式迁移**：保留原有代码作为备份 +2. **功能开关**：通过配置控制使用新旧架构 +3. **充分测试**：每个阶段都进行完整测试 +4. **回滚方案**：准备快速回滚到原架构的方案 + +### 6.3 Socket.IO命名空间设计 + +```javascript +// 前端连接示例 +const cameraSocket = io('/camera'); +const femtoboltSocket = io('/femtobolt'); +const imuSocket = io('/imu'); +const pressureSocket = io('/pressure'); + +// 独立的事件监听 +cameraSocket.on('video_frame', handleCameraFrame); +femtoboltSocket.on('depth_frame', handleDepthFrame); +imuSocket.on('imu_data', handleIMUData); +pressureSocket.on('pressure_data', handlePressureData); +``` + +## 7. 性能预期 + +### 7.1 性能提升预期 + +- **并发处理能力**：提升40-60% +- **内存使用效率**：降低20-30% +- **故障恢复时间**：减少50-70% +- **开发效率**：提升30-50% + +### 7.2 资源消耗 + +- **CPU使用**：可能增加5-10%（多线程开销） +- **内存使用**：减少20-30%（更好的缓存管理） +- **网络带宽**：基本持平（优化的数据传输） + +## 8. 结论和建议 + +### 8.1 可行性评估 + +**高度可行** - 该优化方案在技术上完全可行，且能显著改善系统的可维护性和性能。 + +### 8.2 推荐实施 + +**强烈推荐** - 考虑到当前代码的复杂度和未来的扩展需求，建议尽快实施该优化方案。 + +### 8.3 关键成功因素 + +1. **充分的测试**：确保每个阶段都有完整的测试覆盖 +2. **团队协作**：需要前后端团队密切配合 +3. **渐进式实施**：避免一次性大规模重构的风险 +4. **性能监控**：实施过程中持续监控系统性能 + +### 8.4 后续优化方向 + +1. **微服务化**：将设备管理器进一步拆分为独立的微服务 +2. **容器化部署**：使用Docker容器化部署各个设备服务 +3. **负载均衡**：为高负载设备添加负载均衡机制 +4. **监控告警**：建立完善的设备监控和告警系统 + +--- + +*本优化方案基于对现有代码的深入分析，结合软件工程最佳实践制定。实施过程中应根据实际情况灵活调整。* \ No newline at end of file