Spaces:
Sleeping
Sleeping
File size: 16,574 Bytes
c86c45b | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 | // src/utils/VideoManagerLocal.js
// 本地视频处理版本 - 使用 WebSocket + Canvas,不依赖 WebRTC
export class VideoManagerLocal {
constructor(callbacks) {
this.callbacks = callbacks || {};
this.localVideoElement = null; // 显示本地摄像头
this.displayVideoElement = null; // 显示处理后的视频
this.canvas = null;
this.stream = null;
this.ws = null;
this.isStreaming = false;
this.sessionId = null;
this.sessionStartTime = null;
this.frameRate = 15; // 降低帧率以减少网络负载
this.captureInterval = null;
// 状态平滑处理
this.currentStatus = false;
this.statusBuffer = [];
this.bufferSize = 3;
// 检测数据
this.latestDetectionData = null;
this.lastConfidence = 0;
// 通知系统
this.notificationEnabled = true;
this.notificationThreshold = 30;
this.unfocusedStartTime = null;
this.lastNotificationTime = null;
this.notificationCooldown = 60000;
// 性能统计
this.stats = {
framesSent: 0,
framesProcessed: 0,
avgLatency: 0,
lastLatencies: []
};
}
// 初始化摄像头
async initCamera(localVideoRef, displayCanvasRef) {
try {
console.log('Initializing local camera...');
this.stream = await navigator.mediaDevices.getUserMedia({
video: {
width: { ideal: 640 },
height: { ideal: 480 },
facingMode: 'user'
},
audio: false
});
this.localVideoElement = localVideoRef;
this.displayCanvas = displayCanvasRef;
// 显示本地视频流
if (this.localVideoElement) {
this.localVideoElement.srcObject = this.stream;
this.localVideoElement.play();
}
// 创建用于截图的 canvas
this.canvas = document.createElement('canvas');
this.canvas.width = 640;
this.canvas.height = 480;
console.log('Local camera initialized');
return true;
} catch (error) {
console.error('Camera init error:', error);
throw error;
}
}
// 开始流式处理
async startStreaming() {
if (!this.stream) {
throw new Error('Camera not initialized');
}
if (this.isStreaming) {
console.warn('Already streaming');
return;
}
console.log('Starting WebSocket streaming...');
this.isStreaming = true;
// 请求通知权限
await this.requestNotificationPermission();
await this.loadNotificationSettings();
// 建立 WebSocket 连接
await this.connectWebSocket();
// 开始定期截图并发送
this.startCapture();
console.log('Streaming started');
}
// 建立 WebSocket 连接
async connectWebSocket() {
return new Promise((resolve, reject) => {
const protocol = window.location.protocol === 'https:' ? 'wss:' : 'ws:';
const wsUrl = `${protocol}//${window.location.host}/ws/video`;
console.log('Connecting to WebSocket:', wsUrl);
this.ws = new WebSocket(wsUrl);
this.ws.onopen = () => {
console.log('WebSocket connected');
// 发送开始会话请求
this.ws.send(JSON.stringify({ type: 'start_session' }));
resolve();
};
this.ws.onmessage = (event) => {
try {
const data = JSON.parse(event.data);
this.handleServerMessage(data);
} catch (e) {
console.error('Failed to parse message:', e);
}
};
this.ws.onerror = (error) => {
console.error('WebSocket error:', error);
reject(error);
};
this.ws.onclose = () => {
console.log('WebSocket disconnected');
if (this.isStreaming) {
console.log('Attempting to reconnect...');
setTimeout(() => this.connectWebSocket(), 2000);
}
};
});
}
// 开始截图并发送
startCapture() {
const interval = 1000 / this.frameRate; // 转换为毫秒
this.captureInterval = setInterval(() => {
if (!this.isStreaming || !this.ws || this.ws.readyState !== WebSocket.OPEN) {
return;
}
try {
// 从视频流截取一帧
const ctx = this.canvas.getContext('2d');
ctx.drawImage(this.localVideoElement, 0, 0, this.canvas.width, this.canvas.height);
// 转换为 JPEG base64(压缩质量 0.8)
const imageData = this.canvas.toDataURL('image/jpeg', 0.8);
const base64Data = imageData.split(',')[1];
// 发送到服务器
const timestamp = Date.now();
this.ws.send(JSON.stringify({
type: 'frame',
image: base64Data,
timestamp: timestamp
}));
this.stats.framesSent++;
} catch (error) {
console.error('Capture error:', error);
}
}, interval);
console.log(`Capturing at ${this.frameRate} FPS`);
}
// 处理服务器消息
handleServerMessage(data) {
switch (data.type) {
case 'session_started':
this.sessionId = data.session_id;
this.sessionStartTime = Date.now();
console.log('Session started:', this.sessionId);
if (this.callbacks.onSessionStart) {
this.callbacks.onSessionStart(this.sessionId);
}
break;
case 'detection':
this.stats.framesProcessed++;
// 计算延迟
if (data.timestamp) {
const latency = Date.now() - data.timestamp;
this.stats.lastLatencies.push(latency);
if (this.stats.lastLatencies.length > 10) {
this.stats.lastLatencies.shift();
}
this.stats.avgLatency =
this.stats.lastLatencies.reduce((a, b) => a + b, 0) /
this.stats.lastLatencies.length;
}
// 更新状态
this.updateStatus(data.focused);
this.latestDetectionData = {
detections: data.detections || [],
confidence: data.confidence || 0,
focused: data.focused,
timestamp: performance.now()
};
this.lastConfidence = data.confidence || 0;
if (this.callbacks.onStatusUpdate) {
this.callbacks.onStatusUpdate(this.currentStatus);
}
// 在 display canvas 上绘制结果
this.drawDetectionResult(data);
break;
case 'session_ended':
console.log('Received session_ended message');
console.log('Session summary:', data.summary);
if (this.callbacks.onSessionEnd) {
console.log('Calling onSessionEnd callback');
this.callbacks.onSessionEnd(data.summary);
} else {
console.warn('No onSessionEnd callback registered');
}
this.sessionId = null;
this.sessionStartTime = null;
break;
case 'error':
console.error('Server error:', data.message);
break;
default:
console.log('Unknown message type:', data.type);
}
}
// 在 canvas 上绘制检测结果
drawDetectionResult(data) {
if (!this.displayCanvas) return;
const ctx = this.displayCanvas.getContext('2d');
// 绘制当前帧
ctx.drawImage(this.localVideoElement, 0, 0, this.displayCanvas.width, this.displayCanvas.height);
// 绘制检测框
if (data.detections && data.detections.length > 0) {
data.detections.forEach(det => {
const [x1, y1, x2, y2] = det.bbox;
const color = data.focused ? '#00FF00' : '#FF0000';
// 绘制边框
ctx.strokeStyle = color;
ctx.lineWidth = 3;
ctx.strokeRect(x1, y1, x2 - x1, y2 - y1);
// 绘制标签
const label = `${det.class_name || 'person'} ${(det.confidence * 100).toFixed(1)}%`;
ctx.fillStyle = color;
ctx.font = '16px Arial';
ctx.fillText(label, x1, Math.max(20, y1 - 5));
});
}
// 绘制状态文字
const statusText = data.focused ? 'FOCUSED' : 'NOT FOCUSED';
const color = data.focused ? '#00FF00' : '#FF0000';
ctx.fillStyle = color;
ctx.font = 'bold 24px Arial';
ctx.fillText(statusText, 10, 30);
ctx.font = '16px Arial';
ctx.fillText(`Confidence: ${(data.confidence * 100).toFixed(1)}%`, 10, 55);
// 显示性能统计
ctx.font = '12px Arial';
ctx.fillStyle = '#FFFFFF';
ctx.fillText(`FPS: ${this.frameRate} | Latency: ${this.stats.avgLatency.toFixed(0)}ms`, 10, this.displayCanvas.height - 10);
}
updateStatus(newFocused) {
this.statusBuffer.push(newFocused);
if (this.statusBuffer.length > this.bufferSize) {
this.statusBuffer.shift();
}
if (this.statusBuffer.length < this.bufferSize) return false;
const focusedCount = this.statusBuffer.filter(f => f).length;
const focusedRatio = focusedCount / this.statusBuffer.length;
const previousStatus = this.currentStatus;
if (focusedRatio >= 0.75) {
this.currentStatus = true;
} else if (focusedRatio <= 0.25) {
this.currentStatus = false;
}
this.handleNotificationLogic(previousStatus, this.currentStatus);
}
handleNotificationLogic(previousStatus, currentStatus) {
const now = Date.now();
if (previousStatus && !currentStatus) {
this.unfocusedStartTime = now;
}
if (!previousStatus && currentStatus) {
this.unfocusedStartTime = null;
}
if (!currentStatus && this.unfocusedStartTime) {
const unfocusedDuration = (now - this.unfocusedStartTime) / 1000;
if (unfocusedDuration >= this.notificationThreshold) {
const canSendNotification = !this.lastNotificationTime ||
(now - this.lastNotificationTime) >= this.notificationCooldown;
if (canSendNotification) {
this.sendNotification(
'Focus Alert',
`You've been distracted for ${Math.floor(unfocusedDuration)} seconds. Get back to work!`
);
this.lastNotificationTime = now;
}
}
}
}
async requestNotificationPermission() {
if ('Notification' in window && Notification.permission === 'default') {
try {
await Notification.requestPermission();
} catch (error) {
console.error('Failed to request notification permission:', error);
}
}
}
async loadNotificationSettings() {
try {
const response = await fetch('/api/settings');
const settings = await response.json();
if (settings) {
this.notificationEnabled = settings.notification_enabled ?? true;
this.notificationThreshold = settings.notification_threshold ?? 30;
}
} catch (error) {
console.error('Failed to load notification settings:', error);
}
}
sendNotification(title, message) {
if (!this.notificationEnabled) return;
if ('Notification' in window && Notification.permission === 'granted') {
try {
const notification = new Notification(title, {
body: message,
icon: '/vite.svg',
badge: '/vite.svg',
tag: 'focus-guard-distraction',
requireInteraction: false
});
setTimeout(() => notification.close(), 3000);
} catch (error) {
console.error('Failed to send notification:', error);
}
}
}
async stopStreaming() {
console.log('Stopping streaming...');
this.isStreaming = false;
// 停止截图
if (this.captureInterval) {
clearInterval(this.captureInterval);
this.captureInterval = null;
}
// 发送结束会话请求并等待响应
if (this.ws && this.ws.readyState === WebSocket.OPEN && this.sessionId) {
const sessionId = this.sessionId;
// 等待 session_ended 消息
const waitForSessionEnd = new Promise((resolve) => {
const originalHandler = this.ws.onmessage;
const timeout = setTimeout(() => {
this.ws.onmessage = originalHandler;
console.log('Session end timeout, proceeding anyway');
resolve();
}, 2000);
this.ws.onmessage = (event) => {
try {
const data = JSON.parse(event.data);
if (data.type === 'session_ended') {
clearTimeout(timeout);
this.handleServerMessage(data);
this.ws.onmessage = originalHandler;
resolve();
} else {
// 仍然处理其他消息
this.handleServerMessage(data);
}
} catch (e) {
console.error('Failed to parse message:', e);
}
};
});
console.log('Sending end_session request for session:', sessionId);
this.ws.send(JSON.stringify({
type: 'end_session',
session_id: sessionId
}));
// 等待响应或超时
await waitForSessionEnd;
}
// 延迟关闭 WebSocket 确保消息发送完成
await new Promise(resolve => setTimeout(resolve, 200));
// 关闭 WebSocket
if (this.ws) {
this.ws.close();
this.ws = null;
}
// 停止摄像头
if (this.stream) {
this.stream.getTracks().forEach(track => track.stop());
this.stream = null;
}
// 清空视频
if (this.localVideoElement) {
this.localVideoElement.srcObject = null;
}
// 清空 canvas
if (this.displayCanvas) {
const ctx = this.displayCanvas.getContext('2d');
ctx.clearRect(0, 0, this.displayCanvas.width, this.displayCanvas.height);
}
// 清理状态
this.unfocusedStartTime = null;
this.lastNotificationTime = null;
console.log('Streaming stopped');
console.log('Stats:', this.stats);
}
setFrameRate(rate) {
this.frameRate = Math.max(1, Math.min(30, rate));
console.log(`Frame rate set to ${this.frameRate} FPS`);
// 重启截图(如果正在运行)
if (this.isStreaming && this.captureInterval) {
clearInterval(this.captureInterval);
this.startCapture();
}
}
getStats() {
return {
...this.stats,
isStreaming: this.isStreaming,
sessionId: this.sessionId,
currentStatus: this.currentStatus,
lastConfidence: this.lastConfidence
};
}
}
|