feat: 所有数据解析完全后台进行以解决页面未响应的问题；优化了头像渲染逻辑以提升渲染速度

fix: 修复了虚拟机上无法索引到wxkey的问题；修复图片密钥扫描的问题；修复年度报告错误；修复了年度报告和数据分析中的发送者错误问题；修复了部分页面偶发的未渲染名称问题；修复了头像偶发渲染失败的问题；修复了部分图片无法解密的问题

electron/imageSearchWorker.ts

@@ -62,6 +62,12 @@ function isThumbnailDat(fileName: string): boolean {
   return fileName.includes('.t.dat') || fileName.includes('_t.dat')
 }
 
+function isHdDat(fileName: string): boolean {
+  const lower = fileName.toLowerCase()
+  const base = lower.endsWith('.dat') ? lower.slice(0, -4) : lower
+  return base.endsWith('_hd') || base.endsWith('_h')
+}
+
 function walkForDat(
   root: string,
   datName: string,
@@ -101,6 +107,8 @@ function walkForDat(
       if (!isLikelyImageDatBase(baseLower)) continue
       if (!hasXVariant(baseLower)) continue
       if (!matchesDatName(lower, datName)) continue
+      // 排除高清图片格式 (_hd, _h)
+      if (isHdDat(lower)) continue
       matchedBases.add(baseLower)
       const isThumb = isThumbnailDat(lower)
       if (!allowThumbnail && isThumb) continue

electron/main.ts

@@ -382,6 +382,8 @@ function registerIpcHandlers() {
     return true
   })
 
+
+
   // 聊天相关
   ipcMain.handle('chat:connect', async () => {
     return chatService.connect()
@@ -468,8 +470,8 @@ function registerIpcHandlers() {
   })
 
   // 数据分析相关
-  ipcMain.handle('analytics:getOverallStatistics', async () => {
+  ipcMain.handle('analytics:getOverallStatistics', async (_, force?: boolean) => {
-    return analyticsService.getOverallStatistics()
+    return analyticsService.getOverallStatistics(force)
   })
 
   ipcMain.handle('analytics:getContactRankings', async (_, limit?: number) => {

electron/preload.ts

@@ -69,7 +69,8 @@ contextBridge.exposeInMainWorld('electronAPI', {
       ipcRenderer.invoke('wcdb:testConnection', dbPath, hexKey, wxid),
     open: (dbPath: string, hexKey: string, wxid: string) =>
       ipcRenderer.invoke('wcdb:open', dbPath, hexKey, wxid),
-    close: () => ipcRenderer.invoke('wcdb:close')
+    close: () => ipcRenderer.invoke('wcdb:close'),
+
   },
 
   // 密钥获取

electron/services/analyticsService.ts

@@ -1,5 +1,8 @@
 import { ConfigService } from './config'
 import { wcdbService } from './wcdbService'
+import { join } from 'path'
+import { readFile, writeFile } from 'fs/promises'
+import { app } from 'electron'
 
 export interface ChatStatistics {
   totalMessages: number
@@ -253,15 +256,31 @@ class AnalyticsService {
     sessionIds: string[],
     beginTimestamp = 0,
     endTimestamp = 0,
-    window?: any
+    window?: any,
+    force = false
   ): Promise<{ success: boolean; data?: any; source?: string; error?: string }> {
     const cacheKey = this.buildAggregateCacheKey(sessionIds, beginTimestamp, endTimestamp)
-    if (this.aggregateCache && this.aggregateCache.key === cacheKey) {
+
+    if (force) {
+      if (this.aggregateCache) this.aggregateCache = null
+      if (this.fallbackAggregateCache) this.fallbackAggregateCache = null
+    }
+
+    if (!force && this.aggregateCache && this.aggregateCache.key === cacheKey) {
       if (Date.now() - this.aggregateCache.updatedAt < 5 * 60 * 1000) {
         return { success: true, data: this.aggregateCache.data, source: 'cache' }
       }
     }
 
+    // 尝试从文件加载缓存
+    if (!force) {
+      const fileCache = await this.loadCacheFromFile()
+      if (fileCache && fileCache.key === cacheKey) {
+        this.aggregateCache = fileCache
+        return { success: true, data: fileCache.data, source: 'file-cache' }
+      }
+    }
+
     if (this.aggregatePromise && this.aggregatePromise.key === cacheKey) {
       return this.aggregatePromise.promise
     }
@@ -291,7 +310,12 @@ class AnalyticsService {
 
     this.aggregatePromise = { key: cacheKey, promise }
     try {
-      return await promise
+      const result = await promise
+      // 如果计算成功，同时写入此文件缓存
+      if (result.success && result.data && result.source !== 'cache') {
+        this.saveCacheToFile({ key: cacheKey, data: this.aggregateCache?.data, updatedAt: Date.now() })
+      }
+      return result
     } finally {
       if (this.aggregatePromise && this.aggregatePromise.key === cacheKey) {
         this.aggregatePromise = null
@@ -299,6 +323,25 @@ class AnalyticsService {
     }
   }
 
+  private getCacheFilePath(): string {
+    return join(app.getPath('userData'), 'analytics_cache.json')
+  }
+
+  private async loadCacheFromFile(): Promise<{ key: string; data: any; updatedAt: number } | null> {
+    try {
+      const raw = await readFile(this.getCacheFilePath(), 'utf-8')
+      return JSON.parse(raw)
+    } catch { return null }
+  }
+
+  private async saveCacheToFile(data: any) {
+    try {
+      await writeFile(this.getCacheFilePath(), JSON.stringify(data))
+    } catch (e) {
+      console.error('保存统计缓存失败:', e)
+    }
+  }
+
   private normalizeAggregateSessions(
     sessions: Record<string, any> | undefined,
     idMap: Record<string, string> | undefined
@@ -326,7 +369,7 @@ class AnalyticsService {
     void results
   }
 
-  async getOverallStatistics(): Promise<{ success: boolean; data?: ChatStatistics; error?: string }> {
+  async getOverallStatistics(force = false): Promise<{ success: boolean; data?: ChatStatistics; error?: string }> {
     try {
       const conn = await this.ensureConnected()
       if (!conn.success || !conn.cleanedWxid) return { success: false, error: conn.error }
@@ -340,7 +383,7 @@ class AnalyticsService {
       const win = BrowserWindow.getAllWindows()[0]
       this.setProgress(win, '正在执行原生数据聚合...', 30)
 
-      const result = await this.getAggregateWithFallback(sessionInfo.usernames, 0, 0, win)
+      const result = await this.getAggregateWithFallback(sessionInfo.usernames, 0, 0, win, force)
 
       if (!result.success || !result.data) {
         return { success: false, error: result.error || '聚合统计失败' }
@@ -458,8 +501,8 @@ class AnalyticsService {
 
       const d = result.data
 
-      // SQLite strftime('%w') 返回 0=Sun, 1=Mon...6=Sat
+      // SQLite strftime('%w') 返回 0=周日, 1=周一...6=周六
-      // 前端期望 1=Mon...7=Sun
+      // 前端期望 1=周一...7=周日
       const weekdayDistribution: Record<number, number> = {}
       for (const [w, count] of Object.entries(d.weekday)) {
         const sqliteW = parseInt(w, 10)

electron/services/chatService.ts

@@ -667,8 +667,7 @@ class ChatService {
 
     const messages: Message[] = []
     for (const row of rows) {
-      const content = this.decodeMessageContent(
+      const rawMessageContent = this.getRowField(row, [
-        this.getRowField(row, [
         'message_content',
         'messageContent',
         'content',
@@ -676,15 +675,16 @@ class ChatService {
         'msgContent',
         'WCDB_CT_message_content',
         'WCDB_CT_messageContent'
-        ]),
+      ]);
-        this.getRowField(row, [
+      const rawCompressContent = this.getRowField(row, [
         'compress_content',
         'compressContent',
         'compressed_content',
         'WCDB_CT_compress_content',
         'WCDB_CT_compressContent'
-        ])
+      ]);
-      )
+
+      const content = this.decodeMessageContent(rawMessageContent, rawCompressContent);
       const localType = this.getRowInt(row, ['local_type', 'localType', 'type', 'msg_type', 'msgType', 'WCDB_CT_local_type'], 1)
       const isSendRaw = this.getRowField(row, ['computed_is_send', 'computedIsSend', 'is_send', 'isSend', 'WCDB_CT_is_send'])
       let isSend = isSendRaw === null ? null : parseInt(isSendRaw, 10)
@@ -696,6 +696,16 @@ class ChatService {
         const expectedIsSend = (senderLower === myWxidLower || senderLower === cleanedWxidLower) ? 1 : 0
         if (isSend === null) {
           isSend = expectedIsSend
+          // [DEBUG] Issue #34: 记录 isSend 推断过程
+          if (expectedIsSend === 0 && localType === 1) {
+            // 仅在被判为接收且是文本消息时记录，避免刷屏
+            // console.log(`[ChatService] inferred isSend=0: sender=${senderUsername}, myWxid=${myWxid} (cleaned=${cleanedWxid})`)
+          }
+        }
+      } else if (senderUsername && !myWxid) {
+        // [DEBUG] Issue #34: 未配置 myWxid，无法判断是否发送
+        if (messages.length < 5) {
+          console.warn(`[ChatService] Warning: myWxid not set. Cannot determine if message is sent by me. sender=${senderUsername}`)
         }
       }
 
@@ -1481,9 +1491,9 @@ class ChatService {
    */
   private decodeMessageContent(messageContent: any, compressContent: any): string {
     // 优先使用 compress_content
-    let content = this.decodeMaybeCompressed(compressContent)
+    let content = this.decodeMaybeCompressed(compressContent, 'compress_content')
     if (!content || content.length === 0) {
-      content = this.decodeMaybeCompressed(messageContent)
+      content = this.decodeMaybeCompressed(messageContent, 'message_content')
     }
     return content
   }
@@ -1491,12 +1501,14 @@ class ChatService {
   /**
    * 尝试解码可能压缩的内容
    */
-  private decodeMaybeCompressed(raw: any): string {
+  private decodeMaybeCompressed(raw: any, fieldName: string = 'unknown'): string {
     if (!raw) return ''
 
+    // console.log(`[ChatService] Decoding ${fieldName}: type=${typeof raw}`, raw)
+
     // 如果是 Buffer/Uint8Array
     if (Buffer.isBuffer(raw) || raw instanceof Uint8Array) {
-      return this.decodeBinaryContent(Buffer.from(raw))
+      return this.decodeBinaryContent(Buffer.from(raw), String(raw))
     }
 
     // 如果是字符串
@@ -1507,7 +1519,9 @@ class ChatService {
       if (this.looksLikeHex(raw)) {
         const bytes = Buffer.from(raw, 'hex')
         if (bytes.length > 0) {
-          return this.decodeBinaryContent(bytes)
+          const result = this.decodeBinaryContent(bytes, raw)
+          // console.log(`[ChatService] HEX decoded result: ${result}`)
+          return result
         }
       }
 
@@ -1515,7 +1529,7 @@ class ChatService {
       if (this.looksLikeBase64(raw)) {
         try {
           const bytes = Buffer.from(raw, 'base64')
-          return this.decodeBinaryContent(bytes)
+          return this.decodeBinaryContent(bytes, raw)
         } catch { }
       }
 
@@ -1529,7 +1543,7 @@ class ChatService {
   /**
    * 解码二进制内容（处理 zstd 压缩）
    */
-  private decodeBinaryContent(data: Buffer): string {
+  private decodeBinaryContent(data: Buffer, fallbackValue?: string): string {
     if (data.length === 0) return ''
 
     try {
@@ -1556,10 +1570,16 @@ class ChatService {
         return decoded.replace(/\uFFFD/g, '')
       }
 
+      // 如果提供了 fallbackValue，且解码结果看起来像二进制垃圾，则返回 fallbackValue
+      if (fallbackValue && replacementCount > 0) {
+        // console.log(`[ChatService] Binary garbage detected, using fallback: ${fallbackValue}`)
+        return fallbackValue
+      }
+
       // 尝试 latin1 解码
       return data.toString('latin1')
     } catch {
-      return ''
+      return fallbackValue || ''
     }
   }
 

electron/services/exportService.ts

@@ -459,7 +459,7 @@ class ExportService {
 
     const [displayNames, avatarUrls] = await Promise.all([
       wcdbService.getDisplayNames(Array.from(lookupUsernames)),
-      includeAvatars ? wcdbService.getAvatarUrls(Array.from(lookupUsernames)) : Promise.resolve({ success: true, map: {} })
+      includeAvatars ? wcdbService.getAvatarUrls(Array.from(lookupUsernames)) : Promise.resolve({ success: true, map: {} as Record<string, string> })
     ])
 
     for (const member of rawMembers) {
@@ -590,7 +590,11 @@ class ExportService {
           }
         }
         if (!data) continue
-        const finalMime = mime || this.inferImageMime(fileInfo.ext)
+
+        // 优先使用内容检测出的 MIME 类型
+        const detectedMime = this.detectMimeType(data)
+        const finalMime = detectedMime || mime || this.inferImageMime(fileInfo.ext)
+
         const base64 = data.toString('base64')
         result.set(member.username, `data:${finalMime};base64,${base64}`)
       } catch {
@@ -601,6 +605,39 @@ class ExportService {
     return result
   }
 
+  private detectMimeType(buffer: Buffer): string | null {
+    if (buffer.length < 4) return null
+
+    // PNG: 89 50 4E 47
+    if (buffer[0] === 0x89 && buffer[1] === 0x50 && buffer[2] === 0x4E && buffer[3] === 0x47) {
+      return 'image/png'
+    }
+
+    // JPEG: FF D8 FF
+    if (buffer[0] === 0xFF && buffer[1] === 0xD8 && buffer[2] === 0xFF) {
+      return 'image/jpeg'
+    }
+
+    // GIF: 47 49 46 38
+    if (buffer[0] === 0x47 && buffer[1] === 0x49 && buffer[2] === 0x46 && buffer[3] === 0x38) {
+      return 'image/gif'
+    }
+
+    // WEBP: RIFF ... WEBP
+    if (buffer.length >= 12 &&
+      buffer[0] === 0x52 && buffer[1] === 0x49 && buffer[2] === 0x46 && buffer[3] === 0x46 &&
+      buffer[8] === 0x57 && buffer[9] === 0x45 && buffer[10] === 0x42 && buffer[11] === 0x50) {
+      return 'image/webp'
+    }
+
+    // BMP: 42 4D
+    if (buffer[0] === 0x42 && buffer[1] === 0x4D) {
+      return 'image/bmp'
+    }
+
+    return null
+  }
+
   private inferImageMime(ext: string): string {
     switch (ext.toLowerCase()) {
       case '.png':
@@ -659,7 +696,8 @@ class ExportService {
       const chatLabMessages: ChatLabMessage[] = allMessages.map((msg) => {
         const memberInfo = collected.memberSet.get(msg.senderUsername)?.member || {
           platformId: msg.senderUsername,
-          accountName: msg.senderUsername
+          accountName: msg.senderUsername,
+          groupNickname: undefined
         }
         return {
           sender: msg.senderUsername,
@@ -811,7 +849,8 @@ class ExportService {
           displayName: sessionInfo.displayName,
           type: isGroup ? '群聊' : '私聊',
           lastTimestamp: collected.lastTime,
-          messageCount: allMessages.length
+          messageCount: allMessages.length,
+          avatar: undefined as string | undefined
         },
         messages: allMessages
       }

electron/services/groupAnalyticsService.ts

@@ -181,6 +181,8 @@ class GroupAnalyticsService {
     }
   }
 
+
+
   async getGroupActiveHours(chatroomId: string, startTime?: number, endTime?: number): Promise<{ success: boolean; data?: GroupActiveHours; error?: string }> {
     try {
       const conn = await this.ensureConnected()

electron/services/imageDecryptService.ts

@@ -1,7 +1,7 @@
 import { app, BrowserWindow } from 'electron'
 import { basename, dirname, extname, join } from 'path'
 import { pathToFileURL } from 'url'
-import { existsSync, mkdirSync, readdirSync, readFileSync, statSync } from 'fs'
+import { existsSync, mkdirSync, readdirSync, readFileSync, statSync, appendFileSync } from 'fs'
 import { writeFile } from 'fs/promises'
 import crypto from 'crypto'
 import { Worker } from 'worker_threads'
@@ -32,11 +32,45 @@ export class ImageDecryptService {
 
   private logInfo(message: string, meta?: Record<string, unknown>): void {
     if (!this.configService.get('logEnabled')) return
+    const timestamp = new Date().toISOString()
+    const metaStr = meta ? ` ${JSON.stringify(meta)}` : ''
+    const logLine = `[${timestamp}] [ImageDecrypt] ${message}${metaStr}\n`
+
+    // 同时输出到控制台
     if (meta) {
       console.info(message, meta)
     } else {
       console.info(message)
     }
+
+    // 写入日志文件
+    this.writeLog(logLine)
+  }
+
+  private logError(message: string, error?: unknown, meta?: Record<string, unknown>): void {
+    if (!this.configService.get('logEnabled')) return
+    const timestamp = new Date().toISOString()
+    const errorStr = error ? ` Error: ${String(error)}` : ''
+    const metaStr = meta ? ` ${JSON.stringify(meta)}` : ''
+    const logLine = `[${timestamp}] [ImageDecrypt] ERROR: ${message}${errorStr}${metaStr}\n`
+
+    // 同时输出到控制台
+    console.error(message, error, meta)
+
+    // 写入日志文件
+    this.writeLog(logLine)
+  }
+
+  private writeLog(line: string): void {
+    try {
+      const logDir = join(app.getPath('userData'), 'logs')
+      if (!existsSync(logDir)) {
+        mkdirSync(logDir, { recursive: true })
+      }
+      appendFileSync(join(logDir, 'wcdb.log'), line, { encoding: 'utf8' })
+    } catch (err) {
+      console.error('写入日志失败:', err)
+    }
   }
 
   async resolveCachedImage(payload: { sessionId?: string; imageMd5?: string; imageDatName?: string }): Promise<DecryptResult & { hasUpdate?: boolean }> {
@@ -49,6 +83,7 @@ export class ImageDecryptService {
     for (const key of cacheKeys) {
       const cached = this.resolvedCache.get(key)
       if (cached && existsSync(cached) && this.isImageFile(cached)) {
+        this.logInfo('缓存命中(从Map)', { key, path: cached, isThumb: this.isThumbnailPath(cached) })
         const dataUrl = this.fileToDataUrl(cached)
         const isThumb = this.isThumbnailPath(cached)
         const hasUpdate = isThumb ? (this.updateFlags.get(key) ?? false) : false
@@ -68,6 +103,7 @@ export class ImageDecryptService {
     for (const key of cacheKeys) {
       const existing = this.findCachedOutput(key, false, payload.sessionId)
       if (existing) {
+        this.logInfo('缓存命中(文件系统)', { key, path: existing, isThumb: this.isThumbnailPath(existing) })
         this.cacheResolvedPaths(key, payload.imageMd5, payload.imageDatName, existing)
         const dataUrl = this.fileToDataUrl(existing)
         const isThumb = this.isThumbnailPath(existing)
@@ -81,6 +117,7 @@ export class ImageDecryptService {
         return { success: true, localPath: dataUrl || this.filePathToUrl(existing), hasUpdate }
       }
     }
+    this.logInfo('未找到缓存', { md5: payload.imageMd5, datName: payload.imageDatName })
     return { success: false, error: '未找到缓存图片' }
   }
 
@@ -120,15 +157,18 @@ export class ImageDecryptService {
     payload: { sessionId?: string; imageMd5?: string; imageDatName?: string; force?: boolean },
     cacheKey: string
   ): Promise<DecryptResult> {
+    this.logInfo('开始解密图片', { md5: payload.imageMd5, datName: payload.imageDatName, force: payload.force })
     try {
       const wxid = this.configService.get('myWxid')
       const dbPath = this.configService.get('dbPath')
       if (!wxid || !dbPath) {
+        this.logError('配置缺失', undefined, { wxid: !!wxid, dbPath: !!dbPath })
         return { success: false, error: '未配置账号或数据库路径' }
       }
 
       const accountDir = this.resolveAccountDir(dbPath, wxid)
       if (!accountDir) {
+        this.logError('未找到账号目录', undefined, { dbPath, wxid })
         return { success: false, error: '未找到账号目录' }
       }
 
@@ -142,12 +182,16 @@ export class ImageDecryptService {
 
       // 如果要求高清图但没找到，直接返回提示
       if (!datPath && payload.force) {
+        this.logError('未找到高清图', undefined, { md5: payload.imageMd5, datName: payload.imageDatName })
         return { success: false, error: '未找到高清图，请在微信中点开该图片查看后重试' }
       }
       if (!datPath) {
+        this.logError('未找到DAT文件', undefined, { md5: payload.imageMd5, datName: payload.imageDatName })
         return { success: false, error: '未找到图片文件' }
       }
 
+      this.logInfo('找到DAT文件', { datPath })
+
       if (!extname(datPath).toLowerCase().includes('dat')) {
         this.cacheResolvedPaths(cacheKey, payload.imageMd5, payload.imageDatName, datPath)
         const dataUrl = this.fileToDataUrl(datPath)
@@ -160,6 +204,7 @@ export class ImageDecryptService {
       // 查找已缓存的解密文件
       const existing = this.findCachedOutput(cacheKey, payload.force, payload.sessionId)
       if (existing) {
+        this.logInfo('找到已解密文件', { existing, isHd: this.isHdPath(existing) })
         const isHd = this.isHdPath(existing)
         // 如果要求高清但找到的是缩略图，继续解密高清图
         if (!(payload.force && !isHd)) {
@@ -192,12 +237,14 @@ export class ImageDecryptService {
       const aesKeyRaw = this.configService.get('imageAesKey')
       const aesKey = this.resolveAesKey(aesKeyRaw)
 
+      this.logInfo('开始解密DAT文件', { datPath, xorKey, hasAesKey: !!aesKey })
       const decrypted = await this.decryptDatAuto(datPath, xorKey, aesKey)
 
       const ext = this.detectImageExtension(decrypted) || '.jpg'
 
       const outputPath = this.getCacheOutputPathFromDat(datPath, ext, payload.sessionId)
       await writeFile(outputPath, decrypted)
+      this.logInfo('解密成功', { outputPath, size: decrypted.length })
 
       const isThumb = this.isThumbnailPath(datPath)
       this.cacheResolvedPaths(cacheKey, payload.imageMd5, payload.imageDatName, outputPath)
@@ -209,6 +256,7 @@ export class ImageDecryptService {
       this.emitCacheResolved(payload, cacheKey, localPath)
       return { success: true, localPath, isThumb }
     } catch (e) {
+      this.logError('解密失败', e, { md5: payload.imageMd5, datName: payload.imageDatName })
       return { success: false, error: String(e) }
     }
   }
@@ -863,6 +911,8 @@ export class ImageDecryptService {
       }
       const thumbPath = join(dirPath, `${normalizedKey}_thumb${ext}`)
       if (existsSync(thumbPath)) return thumbPath
+
+      // 允许返回 _hd 格式（因为它有 _hd 变体后缀）
       if (!preferHd) {
         const hdPath = join(dirPath, `${normalizedKey}_hd${ext}`)
         if (existsSync(hdPath)) return hdPath
@@ -960,8 +1010,9 @@ export class ImageDecryptService {
       const lower = entry.toLowerCase()
       if (!lower.endsWith('.dat')) continue
       if (this.isThumbnailDat(lower)) continue
-      if (!this.hasXVariant(lower.slice(0, -4))) continue
       const baseLower = lower.slice(0, -4)
+      // 只排除没有 _x 变体后缀的文件（允许 _hd、_h 等所有带变体的）
+      if (!this.hasXVariant(baseLower)) continue
       if (this.normalizeDatBase(baseLower) !== target) continue
       return join(dirPath, entry)
     }
@@ -973,6 +1024,7 @@ export class ImageDecryptService {
     if (!lower.endsWith('.dat')) return false
     if (this.isThumbnailDat(lower)) return false
     const baseLower = lower.slice(0, -4)
+    // 只检查是否有 _x 变体后缀（允许 _hd、_h 等所有带变体的）
     return this.hasXVariant(baseLower)
   }
 

electron/services/keyService.ts

@@ -1,9 +1,10 @@
 import { app } from 'electron'
 import { join, dirname, basename } from 'path'
-import { existsSync, readdirSync, readFileSync, statSync } from 'fs'
+import { existsSync, readdirSync, readFileSync, statSync, copyFileSync, mkdirSync } from 'fs'
 import { execFile, spawn } from 'child_process'
 import { promisify } from 'util'
 import crypto from 'crypto'
+import os from 'os'
 
 const execFileAsync = promisify(execFile)
 
@@ -57,18 +58,94 @@ export class KeyService {
   private readonly ERROR_SUCCESS = 0
 
   private getDllPath(): string {
-    const resourcesPath = app.isPackaged
+    const isPackaged = typeof app !== 'undefined' && app ? app.isPackaged : process.env.NODE_ENV === 'production'
-      ? join(process.resourcesPath, 'resources')
+
-      : join(app.getAppPath(), 'resources')
+    // 候选路径列表
-    return join(resourcesPath, 'wx_key.dll')
+    const candidates: string[] = []
+
+    // 1. 显式环境变量 (最高优先级)
+    if (process.env.WX_KEY_DLL_PATH) {
+      candidates.push(process.env.WX_KEY_DLL_PATH)
+    }
+
+    if (isPackaged) {
+      // 生产环境: 通常在 resources 目录下，但也可能直接在 resources 根目录
+      candidates.push(join(process.resourcesPath, 'resources', 'wx_key.dll'))
+      candidates.push(join(process.resourcesPath, 'wx_key.dll'))
+    } else {
+      // 开发环境
+      const cwd = process.cwd()
+      candidates.push(join(cwd, 'resources', 'wx_key.dll'))
+      candidates.push(join(app.getAppPath(), 'resources', 'wx_key.dll'))
+    }
+
+    // 检查并返回第一个存在的路径
+    for (const path of candidates) {
+      if (existsSync(path)) {
+        return path
+      }
+    }
+
+    // 如果都没找到，返回最可能的路径以便报错信息有参考
+    return candidates[0]
+  }
+
+  // 检查路径是否为 UNC 路径或网络路径
+  private isNetworkPath(path: string): boolean {
+    // UNC 路径以 \\ 开头
+    if (path.startsWith('\\\\')) {
+      return true
+    }
+    // 检查是否为网络映射驱动器（简化检测：A: 表示驱动器）
+    // 注意：这是一个启发式检测，更准确的方式需要调用 GetDriveType Windows API
+    // 但对于大多数 VM 共享场景，UNC 路径检测已足够
+    return false
+  }
+
+  // 将 DLL 复制到本地临时目录
+  private localizeNetworkDll(originalPath: string): string {
+    try {
+      const tempDir = join(os.tmpdir(), 'weflow_dll_cache')
+      if (!existsSync(tempDir)) {
+        mkdirSync(tempDir, { recursive: true })
+      }
+      const localPath = join(tempDir, 'wx_key.dll')
+
+      // 检查是否已经有本地副本，如果有就使用它
+      if (existsSync(localPath)) {
+        console.log(`使用已存在的 DLL 本地副本: ${localPath}`)
+        return localPath
+      }
+
+      console.log(`检测到网络路径 DLL，正在复制到本地: ${originalPath} -> ${localPath}`)
+      copyFileSync(originalPath, localPath)
+      console.log('DLL 本地化成功')
+      return localPath
+    } catch (e) {
+      console.error('DLL 本地化失败:', e)
+      // 如果本地化失败，返回原路径
+      return originalPath
+    }
   }
 
   private ensureLoaded(): boolean {
     if (this.initialized) return true
+
+    let dllPath = ''
     try {
       this.koffi = require('koffi')
-      const dllPath = this.getDllPath()
+      dllPath = this.getDllPath()
-      if (!existsSync(dllPath)) return false
+
+      if (!existsSync(dllPath)) {
+        console.error(`wx_key.dll 不存在于路径: ${dllPath}`)
+        return false
+      }
+
+      // 检查是否为网络路径，如果是则本地化
+      if (this.isNetworkPath(dllPath)) {
+        console.log('检测到网络路径，将进行本地化处理')
+        dllPath = this.localizeNetworkDll(dllPath)
+      }
 
       this.lib = this.koffi.load(dllPath)
       this.initHook = this.lib.func('bool InitializeHook(uint32 targetPid)')
@@ -80,7 +157,14 @@ export class KeyService {
       this.initialized = true
       return true
     } catch (e) {
-      console.error('加载 wx_key.dll 失败:', e)
+      const errorMsg = e instanceof Error ? e.message : String(e)
+      const errorStack = e instanceof Error ? e.stack : ''
+      console.error(`加载 wx_key.dll 失败`)
+      console.error(`  路径: ${dllPath}`)
+      console.error(`  错误: ${errorMsg}`)
+      if (errorStack) {
+        console.error(`  堆栈: ${errorStack}`)
+      }
       return false
     }
   }
@@ -831,17 +915,40 @@ export class KeyService {
     return buffer.subarray(0, bytesRead[0])
   }
 
-  private async getAesKeyFromMemory(pid: number, ciphertext: Buffer): Promise<string | null> {
+  private async getAesKeyFromMemory(
+    pid: number,
+    ciphertext: Buffer,
+    onProgress?: (current: number, total: number, message: string) => void
+  ): Promise<string | null> {
     if (!this.ensureKernel32()) return null
     const hProcess = this.OpenProcess(this.PROCESS_ALL_ACCESS, false, pid)
     if (!hProcess) return null
 
     try {
-      const regions = this.getMemoryRegions(hProcess)
+      const allRegions = this.getMemoryRegions(hProcess)
-      const chunkSize = 4 * 1024 * 1024
+
+      // 优化1: 只保留小内存区域（< 10MB）- 密钥通常在小区域，可大幅减少扫描时间
+      const filteredRegions = allRegions.filter(([_, size]) => size <= 10 * 1024 * 1024)
+
+      // 优化2: 优先级排序 - 按大小升序，先扫描小区域（密钥通常在较小区域）
+      const sortedRegions = filteredRegions.sort((a, b) => a[1] - b[1])
+
+      // 优化3: 计算总字节数用于精确进度报告
+      const totalBytes = sortedRegions.reduce((sum, [_, size]) => sum + size, 0)
+      let processedBytes = 0
+
+      // 优化4: 减小分块大小到 1MB（参考 wx_key 项目）
+      const chunkSize = 1 * 1024 * 1024
       const overlap = 65
-      for (const [baseAddress, regionSize] of regions) {
+      let currentRegion = 0
-        if (regionSize > 100 * 1024 * 1024) continue
+
+      for (const [baseAddress, regionSize] of sortedRegions) {
+        currentRegion++
+        const progress = totalBytes > 0 ? Math.floor((processedBytes / totalBytes) * 100) : 0
+        onProgress?.(progress, 100, `扫描内存 ${progress}% (${currentRegion}/${sortedRegions.length})`)
+
+        // 每个区域都让出主线程，确保UI流畅
+        await new Promise(resolve => setImmediate(resolve))
         let offset = 0
         let trailing: Buffer | null = null
         while (offset < regionSize) {
@@ -896,6 +1003,9 @@ export class KeyService {
           trailing = dataToScan.subarray(start < 0 ? 0 : start)
           offset += currentChunkSize
         }
+
+        // 更新已处理字节数
+        processedBytes += regionSize
       }
       return null
     } finally {
@@ -933,7 +1043,9 @@ export class KeyService {
     if (!pid) return { success: false, error: '未检测到微信进程' }
 
     onProgress?.('正在扫描内存获取 AES 密钥...')
-    const aesKey = await this.getAesKeyFromMemory(pid, ciphertext)
+    const aesKey = await this.getAesKeyFromMemory(pid, ciphertext, (current, total, msg) => {
+      onProgress?.(`${msg} (${current}/${total})`)
+    })
     if (!aesKey) {
       return {
         success: false,

electron/wcdbWorker.ts

@@ -0,0 +1,122 @@
+import { parentPort, workerData } from 'worker_threads'
+import { WcdbCore } from './services/wcdbCore'
+
+const core = new WcdbCore()
+
+if (parentPort) {
+    parentPort.on('message', async (msg) => {
+        const { id, type, payload } = msg
+
+        try {
+            let result: any
+
+            switch (type) {
+                case 'setPaths':
+                    core.setPaths(payload.resourcesPath, payload.userDataPath)
+                    result = { success: true }
+                    break
+                case 'setLogEnabled':
+                    core.setLogEnabled(payload.enabled)
+                    result = { success: true }
+                    break
+                case 'testConnection':
+                    result = await core.testConnection(payload.dbPath, payload.hexKey, payload.wxid)
+                    break
+                case 'open':
+                    result = await core.open(payload.dbPath, payload.hexKey, payload.wxid)
+                    break
+                case 'close':
+                    core.close()
+                    result = { success: true }
+                    break
+                case 'isConnected':
+                    result = core.isConnected()
+                    break
+                case 'getSessions':
+                    result = await core.getSessions()
+                    break
+                case 'getMessages':
+                    result = await core.getMessages(payload.sessionId, payload.limit, payload.offset)
+                    break
+                case 'getMessageCount':
+                    result = await core.getMessageCount(payload.sessionId)
+                    break
+                case 'getDisplayNames':
+                    result = await core.getDisplayNames(payload.usernames)
+                    break
+                case 'getAvatarUrls':
+                    result = await core.getAvatarUrls(payload.usernames)
+                    break
+                case 'getGroupMemberCount':
+                    result = await core.getGroupMemberCount(payload.chatroomId)
+                    break
+                case 'getGroupMemberCounts':
+                    result = await core.getGroupMemberCounts(payload.chatroomIds)
+                    break
+                case 'getGroupMembers':
+                    result = await core.getGroupMembers(payload.chatroomId)
+                    break
+                case 'getMessageTables':
+                    result = await core.getMessageTables(payload.sessionId)
+                    break
+                case 'getMessageTableStats':
+                    result = await core.getMessageTableStats(payload.sessionId)
+                    break
+                case 'getMessageMeta':
+                    result = await core.getMessageMeta(payload.dbPath, payload.tableName, payload.limit, payload.offset)
+                    break
+                case 'getContact':
+                    result = await core.getContact(payload.username)
+                    break
+                case 'getAggregateStats':
+                    result = await core.getAggregateStats(payload.sessionIds, payload.beginTimestamp, payload.endTimestamp)
+                    break
+                case 'getAvailableYears':
+                    result = await core.getAvailableYears(payload.sessionIds)
+                    break
+                case 'getAnnualReportStats':
+                    result = await core.getAnnualReportStats(payload.sessionIds, payload.beginTimestamp, payload.endTimestamp)
+                    break
+                case 'getAnnualReportExtras':
+                    result = await core.getAnnualReportExtras(payload.sessionIds, payload.beginTimestamp, payload.endTimestamp, payload.peakDayBegin, payload.peakDayEnd)
+                    break
+                case 'getGroupStats':
+                    result = await core.getGroupStats(payload.chatroomId, payload.beginTimestamp, payload.endTimestamp)
+                    break
+                case 'openMessageCursor':
+                    result = await core.openMessageCursor(payload.sessionId, payload.batchSize, payload.ascending, payload.beginTimestamp, payload.endTimestamp)
+                    break
+                case 'openMessageCursorLite':
+                    result = await core.openMessageCursorLite(payload.sessionId, payload.batchSize, payload.ascending, payload.beginTimestamp, payload.endTimestamp)
+                    break
+                case 'fetchMessageBatch':
+                    result = await core.fetchMessageBatch(payload.cursor)
+                    break
+                case 'closeMessageCursor':
+                    result = await core.closeMessageCursor(payload.cursor)
+                    break
+                case 'execQuery':
+                    result = await core.execQuery(payload.kind, payload.path, payload.sql)
+                    break
+                case 'getEmoticonCdnUrl':
+                    result = await core.getEmoticonCdnUrl(payload.dbPath, payload.md5)
+                    break
+                case 'listMessageDbs':
+                    result = await core.listMessageDbs()
+                    break
+                case 'listMediaDbs':
+                    result = await core.listMediaDbs()
+                    break
+                case 'getMessageById':
+                    result = await core.getMessageById(payload.sessionId, payload.localId)
+                    break
+                default:
+                    result = { success: false, error: `Unknown method: ${type}` }
+            }
+
+            parentPort!.postMessage({ id, result })
+        } catch (e) {
+            parentPort!.postMessage({ id, error: String(e) })
+        }
+    })
+}

package.json

@@ -1,12 +1,12 @@
 {
   "name": "weflow",
-  "version": "1.0.4",
+  "version": "1.1.0",
-  "description": "WeFlow - 微信聊天记录查看工具",
+  "description": "WeFlow",
   "main": "dist-electron/main.js",
   "author": "cc",
   "scripts": {
-    "postinstall": "electron-rebuild -f -w @lancedb/lancedb,onnxruntime-node",
+    "postinstall": "echo 'No native modules to rebuild'",
-    "rebuild": "electron-rebuild -f -w @lancedb/lancedb,onnxruntime-node",
+    "rebuild": "echo 'No native modules to rebuild'",
     "dev": "vite",
     "build": "vue-tsc && vite build && electron-builder",
     "preview": "vite preview",
@@ -14,8 +14,6 @@
     "electron:build": "npm run build"
   },
   "dependencies": {
-    "@lancedb/lancedb": "^0.23.1-beta.1",
-    "@lancedb/lancedb-win32-x64-msvc": "^0.22.3",
     "better-sqlite3": "^12.5.0",
     "echarts": "^5.5.1",
     "echarts-for-react": "^3.0.2",
@@ -27,7 +25,6 @@
     "jszip": "^3.10.1",
     "koffi": "^2.9.0",
     "lucide-react": "^0.562.0",
-    "onnxruntime-node": "^1.16.1",
     "react": "^19.2.3",
     "react-dom": "^19.2.3",
     "react-router-dom": "^7.1.1",
@@ -51,10 +48,6 @@
   },
   "build": {
     "appId": "com.WeFlow.app",
-    "asarUnpack": [
-      "**/node_modules/@lancedb/lancedb/**/*",
-      "**/node_modules/onnxruntime-node/**/*"
-    ],
     "publish": {
       "provider": "github",
       "releaseType": "release"

src/App.tsx

@@ -7,6 +7,7 @@ import WelcomePage from './pages/WelcomePage'
 import HomePage from './pages/HomePage'
 import ChatPage from './pages/ChatPage'
 import AnalyticsPage from './pages/AnalyticsPage'
+import AnalyticsWelcomePage from './pages/AnalyticsWelcomePage'
 import AnnualReportPage from './pages/AnnualReportPage'
 import AnnualReportWindow from './pages/AnnualReportWindow'
 import AgreementPage from './pages/AgreementPage'
@@ -308,7 +309,8 @@ function App() {
               <Route path="/" element={<HomePage />} />
               <Route path="/home" element={<HomePage />} />
               <Route path="/chat" element={<ChatPage />} />
-              <Route path="/analytics" element={<AnalyticsPage />} />
+              <Route path="/analytics" element={<AnalyticsWelcomePage />} />
+              <Route path="/analytics/view" element={<AnalyticsPage />} />
               <Route path="/group-analytics" element={<GroupAnalyticsPage />} />
               <Route path="/annual-report" element={<AnnualReportPage />} />
               <Route path="/annual-report/view" element={<AnnualReportWindow />} />

src/components/Avatar.scss

@@ -0,0 +1,79 @@
+.avatar-component {
+    position: relative;
+    display: inline-block;
+    overflow: hidden;
+    background-color: var(--bg-tertiary, #f5f5f5);
+    flex-shrink: 0;
+    border-radius: 4px;
+    /* Default radius */
+
+    &.circle {
+        border-radius: 50%;
+    }
+
+    &.rounded {
+        border-radius: 6px;
+    }
+
+    /* Image styling */
+    img.avatar-image {
+        width: 100%;
+        height: 100%;
+        object-fit: cover;
+        opacity: 0;
+        transition: opacity 0.3s ease-in-out;
+        border-radius: inherit;
+
+        &.loaded {
+            opacity: 1;
+        }
+
+        &.instant {
+            transition: none !important;
+            opacity: 1 !important;
+        }
+    }
+
+    /* Placeholder/Letter styling */
+    .avatar-placeholder {
+        width: 100%;
+        height: 100%;
+        display: flex;
+        align-items: center;
+        justify-content: center;
+        font-weight: 500;
+        color: var(--text-secondary, #666);
+        background-color: var(--bg-tertiary, #e0e0e0);
+        font-size: 1.2em;
+        text-transform: uppercase;
+        user-select: none;
+        border-radius: inherit;
+    }
+
+    /* Loading Skeleton */
+    .avatar-skeleton {
+        position: absolute;
+        top: 0;
+        left: 0;
+        width: 100%;
+        height: 100%;
+        background: linear-gradient(90deg,
+                var(--bg-tertiary, #f0f0f0) 25%,
+                var(--bg-secondary, #e0e0e0) 50%,
+                var(--bg-tertiary, #f0f0f0) 75%);
+        background-size: 200% 100%;
+        animation: shimmer 1.5s infinite;
+        z-index: 1;
+        border-radius: inherit;
+    }
+
+    @keyframes shimmer {
+        0% {
+            background-position: 200% 0;
+        }
+
+        100% {
+            background-position: -200% 0;
+        }
+    }
+}

src/components/Avatar.tsx

@@ -0,0 +1,129 @@
+import React, { useState, useEffect, useRef, useMemo } from 'react'
+import { User } from 'lucide-react'
+import { avatarLoadQueue } from '../utils/AvatarLoadQueue'
+import './Avatar.scss'
+
+// 全局缓存已成功加载过的头像 URL，用于控制后续是否显示动画
+const loadedAvatarCache = new Set<string>()
+
+interface AvatarProps {
+    src?: string
+    name?: string
+    size?: number | string
+    shape?: 'circle' | 'square' | 'rounded'
+    className?: string
+    lazy?: boolean
+    onClick?: () => void
+}
+
+export const Avatar = React.memo(function Avatar({
+    src,
+    name,
+    size = 48,
+    shape = 'rounded',
+    className = '',
+    lazy = true,
+    onClick
+}: AvatarProps) {
+    // 如果 URL 已在缓存中，则直接标记为已加载，不显示骨架屏和淡入动画
+    const isCached = useMemo(() => src ? loadedAvatarCache.has(src) : false, [src])
+    const [imageLoaded, setImageLoaded] = useState(isCached)
+    const [imageError, setImageError] = useState(false)
+    const [shouldLoad, setShouldLoad] = useState(!lazy || isCached)
+    const [isInQueue, setIsInQueue] = useState(false)
+    const imgRef = useRef<HTMLImageElement>(null)
+    const containerRef = useRef<HTMLDivElement>(null)
+
+    const getAvatarLetter = (): string => {
+        if (!name) return '?'
+        const chars = [...name]
+        return chars[0] || '?'
+    }
+
+    // Intersection Observer for lazy loading
+    useEffect(() => {
+        if (!lazy || shouldLoad || isInQueue || !src || !containerRef.current || isCached) return
+
+        const observer = new IntersectionObserver(
+            (entries) => {
+                entries.forEach((entry) => {
+                    if (entry.isIntersecting && !isInQueue) {
+                        setIsInQueue(true)
+                        avatarLoadQueue.enqueue(src).then(() => {
+                            setShouldLoad(true)
+                        }).catch(() => {
+                            // 加载失败不要立刻显示错误，让浏览器渲染去报错
+                            setShouldLoad(true)
+                        }).finally(() => {
+                            setIsInQueue(false)
+                        })
+                        observer.disconnect()
+                    }
+                })
+            },
+            { rootMargin: '100px' }
+        )
+
+        observer.observe(containerRef.current)
+
+        return () => observer.disconnect()
+    }, [src, lazy, shouldLoad, isInQueue, isCached])
+
+    // Reset state when src changes
+    useEffect(() => {
+        const cached = src ? loadedAvatarCache.has(src) : false
+        setImageLoaded(cached)
+        setImageError(false)
+        if (lazy && !cached) {
+            setShouldLoad(false)
+            setIsInQueue(false)
+        } else {
+            setShouldLoad(true)
+        }
+    }, [src, lazy])
+
+    // Check if image is already cached/loaded
+    useEffect(() => {
+        if (shouldLoad && imgRef.current?.complete && imgRef.current?.naturalWidth > 0) {
+            setImageLoaded(true)
+        }
+    }, [src, shouldLoad])
+
+    const style = {
+        width: typeof size === 'number' ? `${size}px` : size,
+        height: typeof size === 'number' ? `${size}px` : size,
+    }
+
+    const hasValidUrl = !!src && !imageError && shouldLoad
+
+    return (
+        <div
+            ref={containerRef}
+            className={`avatar-component ${shape} ${className}`}
+            style={style}
+            onClick={onClick}
+        >
+            {hasValidUrl ? (
+                <>
+                    {!imageLoaded && <div className="avatar-skeleton" />}
+                    <img
+                        ref={imgRef}
+                        src={src}
+                        alt={name || 'avatar'}
+                        className={`avatar-image ${imageLoaded ? 'loaded' : ''} ${isCached ? 'instant' : ''}`}
+                        onLoad={() => {
+                            if (src) loadedAvatarCache.add(src)
+                            setImageLoaded(true)
+                        }}
+                        onError={() => setImageError(true)}
+                        loading={lazy ? "lazy" : "eager"}
+                    />
+                </>
+            ) : (
+                <div className="avatar-placeholder">
+                    {name ? <span className="avatar-letter">{getAvatarLetter()}</span> : <User size="50%" />}
+                </div>
+            )}
+        </div>
+    )
+})

src/pages/AnalyticsPage.tsx

@@ -1,10 +1,12 @@
 import { useState, useEffect } from 'react'
+import { useLocation } from 'react-router-dom'
 import { Users, Clock, MessageSquare, Send, Inbox, Calendar, Loader2, RefreshCw, User, Medal } from 'lucide-react'
 import ReactECharts from 'echarts-for-react'
 import { useAnalyticsStore } from '../stores/analyticsStore'
 import { useThemeStore } from '../stores/themeStore'
 import './AnalyticsPage.scss'
 import './DataManagementPage.scss'
+import { Avatar } from '../components/Avatar'
 
 function AnalyticsPage() {
   const [isLoading, setIsLoading] = useState(false)
@@ -28,7 +30,7 @@ function AnalyticsPage() {
 
     try {
       setLoadingStatus('正在统计消息数据...')
-      const statsResult = await window.electronAPI.analytics.getOverallStatistics()
+      const statsResult = await window.electronAPI.analytics.getOverallStatistics(forceRefresh)
       if (statsResult.success && statsResult.data) {
         setStatistics(statsResult.data)
       } else {
@@ -55,7 +57,12 @@ function AnalyticsPage() {
     }
   }
 
-  useEffect(() => { loadData() }, [])
+  const location = useLocation()
+
+  useEffect(() => {
+    const force = location.state?.forceRefresh === true
+    loadData(force)
+  }, [location.state])
 
   const handleRefresh = () => loadData(true)
 
@@ -289,7 +296,7 @@ function AnalyticsPage() {
               <div key={contact.username} className="ranking-item">
                 <span className={`rank ${index < 3 ? 'top' : ''}`}>{index + 1}</span>
                 <div className="contact-avatar">
-                  {contact.avatarUrl ? <img src={contact.avatarUrl} alt="" /> : <div className="avatar-placeholder"><User size={20} /></div>}
+                  <Avatar src={contact.avatarUrl} name={contact.displayName} size={36} />
                   {index < 3 && <div className={`medal medal-${index + 1}`}><Medal size={10} /></div>}
                 </div>
                 <div className="contact-info">

src/pages/AnalyticsWelcomePage.scss

@@ -0,0 +1,119 @@
+.analytics-welcome-container {
+    display: flex;
+    flex-direction: column;
+    align-items: center;
+    justify-content: center;
+    height: 100%;
+    padding: 40px;
+    background: var(--bg-primary);
+    color: var(--text-primary);
+    animation: fadeIn 0.4s ease-out;
+
+    .welcome-content {
+        text-align: center;
+        max-width: 600px;
+
+        .icon-wrapper {
+            width: 80px;
+            height: 80px;
+            margin: 0 auto 24px;
+            background: rgba(7, 193, 96, 0.1);
+            border-radius: 20px;
+            display: flex;
+            align-items: center;
+            justify-content: center;
+            color: #07c160;
+
+            svg {
+                width: 40px;
+                height: 40px;
+            }
+        }
+
+        h1 {
+            font-size: 28px;
+            margin-bottom: 12px;
+            font-weight: 600;
+        }
+
+        p {
+            color: var(--text-secondary);
+            margin-bottom: 40px;
+            font-size: 16px;
+            line-height: 1.6;
+        }
+
+        .action-cards {
+            display: grid;
+            grid-template-columns: 1fr 1fr;
+            gap: 20px;
+            margin-top: 20px;
+
+            button {
+                display: flex;
+                flex-direction: column;
+                align-items: center;
+                padding: 30px 20px;
+                background: var(--bg-secondary);
+                border: 1px solid var(--border-color);
+                border-radius: 12px;
+                cursor: pointer;
+                transition: all 0.2s ease;
+                text-align: center;
+
+                &:hover:not(:disabled) {
+                    transform: translateY(-2px);
+                    border-color: #07c160;
+                    box-shadow: 0 4px 12px rgba(7, 193, 96, 0.1);
+
+                    .card-icon {
+                        color: #07c160;
+                        background: rgba(7, 193, 96, 0.1);
+                    }
+                }
+
+                &:disabled {
+                    opacity: 0.6;
+                    cursor: not-allowed;
+                    filter: grayscale(100%);
+                }
+
+                .card-icon {
+                    width: 50px;
+                    height: 50px;
+                    border-radius: 12px;
+                    background: var(--bg-tertiary);
+                    display: flex;
+                    align-items: center;
+                    justify-content: center;
+                    margin-bottom: 16px;
+                    color: var(--text-secondary);
+                    transition: all 0.2s ease;
+                }
+
+                h3 {
+                    font-size: 18px;
+                    margin-bottom: 8px;
+                    color: var(--text-primary);
+                }
+
+                span {
+                    font-size: 13px;
+                    color: var(--text-tertiary);
+                }
+            }
+        }
+    }
+}
+
+@keyframes fadeIn {
+    from {
+        opacity: 0;
+        transform: translateY(10px);
+    }
+
+    to {
+        opacity: 1;
+        transform: translateY(0);
+    }
+}

src/pages/AnalyticsWelcomePage.tsx

@@ -0,0 +1,63 @@
+import { useNavigate } from 'react-router-dom'
+import { BarChart2, History, RefreshCcw } from 'lucide-react'
+import { useAnalyticsStore } from '../stores/analyticsStore'
+import './AnalyticsWelcomePage.scss'
+
+function AnalyticsWelcomePage() {
+    const navigate = useNavigate()
+    // 检查是否有任何缓存数据加载或基本的存储状态表明它已准备好。
+    // 实际上，如果 store 没有持久化，`isLoaded` 可能会在应用刷新时重置。
+    // 如果用户点击“加载缓存”但缓存为空，AnalyticsPage 的逻辑（loadData 不带 force）将尝试从后端缓存加载。
+    // 如果后端缓存也为空，则会重新计算。
+
+    // 我们也可以检查 `lastLoadTime` 来显示“上次更新：xxx”（如果已持久化）。
+    const { lastLoadTime } = useAnalyticsStore()
+
+    const handleLoadCache = () => {
+        navigate('/analytics/view')
+    }
+
+    const handleNewAnalysis = () => {
+        navigate('/analytics/view', { state: { forceRefresh: true } })
+    }
+
+    const formatLastTime = (ts: number | null) => {
+        if (!ts) return '无记录'
+        return new Date(ts).toLocaleString()
+    }
+
+    return (
+        <div className="analytics-welcome-container">
+            <div className="welcome-content">
+                <div className="icon-wrapper">
+                    <BarChart2 size={40} />
+                </div>
+                <h1>私聊数据分析</h1>
+                <p>
+                    WeFlow 可以分析您的聊天记录，生成详细的统计报表。<br />
+                    您可以选择加载上次的分析结果（速度快），或者开始新的分析（数据最新）。
+                </p>
+
+                <div className="action-cards">
+                    <button onClick={handleLoadCache}>
+                        <div className="card-icon">
+                            <History size={24} />
+                        </div>
+                        <h3>加载缓存</h3>
+                        <span>查看上次分析结果<br />(上次更新: {formatLastTime(lastLoadTime)})</span>
+                    </button>
+
+                    <button onClick={handleNewAnalysis}>
+                        <div className="card-icon">
+                            <RefreshCcw size={24} />
+                        </div>
+                        <h3>新的分析</h3>
+                        <span>重新扫描并计算数据<br />(可能需要几分钟)</span>
+                    </button>
+                </div>
+            </div>
+        </div>
+    )
+}
+
+export default AnalyticsWelcomePage

src/pages/ChatPage.scss

@@ -1426,10 +1426,12 @@
     height: 6px;
     opacity: 0.5;
   }
+
   50% {
     height: 16px;
     opacity: 1;
   }
+
   100% {
     height: 6px;
     opacity: 0.5;

src/pages/ChatPage.tsx

@@ -1,5 +1,6 @@
 import React, { useState, useEffect, useRef, useCallback, useMemo } from 'react'
 import { Search, MessageSquare, AlertCircle, Loader2, RefreshCw, X, ChevronDown, Info, Calendar, Database, Hash, Play, Pause, Image as ImageIcon } from 'lucide-react'
+import { createPortal } from 'react-dom'
 import { useChatStore } from '../stores/chatStore'
 import type { ChatSession, Message } from '../types/models'
 import { getEmojiPath } from 'wechat-emojis'
@@ -23,65 +24,10 @@ interface SessionDetail {
   messageTables: { dbName: string; tableName: string; count: number }[]
 }
 
-// 全局头像加载队列管理器（限制并发，避免卡顿）
+// 全局头像加载队列管理器已移至 src/utils/AvatarLoadQueue.ts
-class AvatarLoadQueue {
+// 全局头像加载队列管理器已移至 src/utils/AvatarLoadQueue.ts
-  private queue: Array<{ url: string; resolve: () => void; reject: () => void }> = []
+import { avatarLoadQueue } from '../utils/AvatarLoadQueue'
-  private loading = new Set<string>()
+import { Avatar } from '../components/Avatar'
-  private readonly maxConcurrent = 1 // 一次只加载1个头像，避免卡顿
-  private readonly delayBetweenBatches = 100 // 批次间延迟100ms，给UI喘息时间
-
-  async enqueue(url: string): Promise<void> {
-    // 如果已经在加载中，直接返回
-    if (this.loading.has(url)) {
-      return Promise.resolve()
-    }
-
-    return new Promise((resolve, reject) => {
-      this.queue.push({ url, resolve, reject })
-      this.processQueue()
-    })
-  }
-
-  private async processQueue() {
-    // 如果已达到最大并发数，等待
-    if (this.loading.size >= this.maxConcurrent) {
-      return
-    }
-
-    // 如果队列为空，返回
-    if (this.queue.length === 0) {
-      return
-    }
-
-    // 取出一个任务
-    const task = this.queue.shift()
-    if (!task) return
-
-    this.loading.add(task.url)
-
-    // 加载图片
-    const img = new Image()
-    img.onload = () => {
-      this.loading.delete(task.url)
-      task.resolve()
-      // 延迟一下再处理下一个，避免一次性加载太多
-      setTimeout(() => this.processQueue(), this.delayBetweenBatches)
-    }
-    img.onerror = () => {
-      this.loading.delete(task.url)
-      task.reject()
-      setTimeout(() => this.processQueue(), this.delayBetweenBatches)
-    }
-    img.src = task.url
-  }
-
-  clear() {
-    this.queue = []
-    this.loading.clear()
-  }
-}
-
-const avatarLoadQueue = new AvatarLoadQueue()
 
 // 头像组件 - 支持骨架屏加载和懒加载（优化：限制并发，使用 memo 避免不必要的重渲染）
 // 会话项组件（使用 memo 优化，避免不必要的重渲染）
@@ -107,7 +53,12 @@ const SessionItem = React.memo(function SessionItem({
       className={`session-item ${isActive ? 'active' : ''}`}
       onClick={() => onSelect(session)}
     >
-      <SessionAvatar session={session} size={48} />
+      <Avatar
+        src={session.avatarUrl}
+        name={session.displayName || session.username}
+        size={48}
+        className={session.username.includes('@chatroom') ? 'group' : ''}
+      />
       <div className="session-info">
         <div className="session-top">
           <span className="session-name">{session.displayName || session.username}</span>
@@ -138,109 +89,7 @@ const SessionItem = React.memo(function SessionItem({
   )
 })
 
-const SessionAvatar = React.memo(function SessionAvatar({ session, size = 48 }: { session: ChatSession; size?: number }) {
-  const [imageLoaded, setImageLoaded] = useState(false)
-  const [imageError, setImageError] = useState(false)
-  const [shouldLoad, setShouldLoad] = useState(false)
-  const [isInQueue, setIsInQueue] = useState(false)
-  const imgRef = useRef<HTMLImageElement>(null)
-  const containerRef = useRef<HTMLDivElement>(null)
-  const isGroup = session.username.includes('@chatroom')
 
-  const getAvatarLetter = (): string => {
-    const name = session.displayName || session.username
-    if (!name) return '?'
-    const chars = [...name]
-    return chars[0] || '?'
-  }
-
-  // 使用 Intersection Observer 实现懒加载（优化性能）
-  useEffect(() => {
-    if (!containerRef.current || shouldLoad || isInQueue) return
-    if (!session.avatarUrl) {
-      // 没有头像URL，不需要加载
-      return
-    }
-
-    const observer = new IntersectionObserver(
-      (entries) => {
-        entries.forEach((entry) => {
-          if (entry.isIntersecting && !isInQueue) {
-            // 加入加载队列，而不是立即加载
-            setIsInQueue(true)
-            avatarLoadQueue.enqueue(session.avatarUrl!).then(() => {
-              setShouldLoad(true)
-            }).catch(() => {
-              setImageError(true)
-            }).finally(() => {
-              setIsInQueue(false)
-            })
-            observer.disconnect()
-          }
-        })
-      },
-      {
-        rootMargin: '50px' // 减少预加载距离，只提前50px
-      }
-    )
-
-    observer.observe(containerRef.current)
-
-    return () => {
-      observer.disconnect()
-    }
-  }, [session.avatarUrl, shouldLoad, isInQueue])
-
-  // 当 avatarUrl 变化时重置状态
-  useEffect(() => {
-    setImageLoaded(false)
-    setImageError(false)
-    setShouldLoad(false)
-    setIsInQueue(false)
-  }, [session.avatarUrl])
-
-  // 检查图片是否已经从缓存加载完成
-  useEffect(() => {
-    if (shouldLoad && imgRef.current?.complete && imgRef.current?.naturalWidth > 0) {
-      setImageLoaded(true)
-    }
-  }, [session.avatarUrl, shouldLoad])
-
-  const hasValidUrl = session.avatarUrl && !imageError && shouldLoad
-
-  return (
-    <div
-      ref={containerRef}
-      className={`session-avatar ${isGroup ? 'group' : ''} ${hasValidUrl && !imageLoaded ? 'loading' : ''}`}
-      style={{ width: size, height: size }}
-    >
-      {hasValidUrl ? (
-        <>
-          {!imageLoaded && <div className="avatar-skeleton" />}
-          <img
-            ref={imgRef}
-            src={session.avatarUrl}
-            alt=""
-            className={imageLoaded ? 'loaded' : ''}
-            onLoad={() => setImageLoaded(true)}
-            onError={() => setImageError(true)}
-            loading="lazy"
-          />
-        </>
-      ) : (
-        <span className="avatar-letter">{getAvatarLetter()}</span>
-      )}
-    </div>
-  )
-}, (prevProps, nextProps) => {
-  // 自定义比较函数，只在关键属性变化时重渲染
-  return (
-    prevProps.session.username === nextProps.session.username &&
-    prevProps.session.displayName === nextProps.session.displayName &&
-    prevProps.session.avatarUrl === nextProps.session.avatarUrl &&
-    prevProps.size === nextProps.size
-  )
-})
 
 function ChatPage(_props: ChatPageProps) {
   const {
@@ -380,10 +229,8 @@ function ChatPage(_props: ChatPageProps) {
         // 确保 nextSessions 也是数组
         if (Array.isArray(nextSessions)) {
           setSessions(nextSessions)
-          // 延迟启动联系人信息加载，确保UI先渲染完成
+          // 立即启动联系人信息加载，不再延迟 500ms
-          setTimeout(() => {
           void enrichSessionsContactInfo(nextSessions)
-          }, 500)
         } else {
           console.error('mergeSessions returned non-array:', nextSessions)
           setSessions(sessionsArray)
@@ -420,8 +267,7 @@ function ChatPage(_props: ChatPageProps) {
     console.log(`[性能监控] 开始加载联系人信息，会话数: ${sessions.length}`)
     const totalStart = performance.now()
 
-    // 延迟启动，等待UI渲染完成
+    // 移除初始 500ms 延迟，让后台加载与 UI 渲染并行
-    await new Promise(resolve => setTimeout(resolve, 500))
 
     // 检查是否被取消
     if (enrichCancelledRef.current) {
@@ -430,8 +276,8 @@ function ChatPage(_props: ChatPageProps) {
     }
 
     try {
-      // 找出需要加载联系人信息的会话（没有缓存的）
+      // 找出需要加载联系人信息的会话（没有头像或者没有显示名称的）
-      const needEnrich = sessions.filter(s => !s.avatarUrl && (!s.displayName || s.displayName === s.username))
+      const needEnrich = sessions.filter(s => !s.avatarUrl || !s.displayName || s.displayName === s.username)
       if (needEnrich.length === 0) {
         console.log('[性能监控] 所有联系人信息已缓存，跳过加载')
         isEnrichingRef.current = false
@@ -584,9 +430,15 @@ function ChatPage(_props: ChatPageProps) {
       }
 
       if (result.success && result.contacts) {
-        // 将更新加入队列，而不是立即更新
+        // 将更新加入队列，用于侧边栏更新
         for (const [username, contact] of Object.entries(result.contacts)) {
           contactUpdateQueueRef.current.set(username, contact)
+
+          // 【核心优化】同步更新全局发送者头像缓存，供 MessageBubble 使用
+          senderAvatarCache.set(username, {
+            avatarUrl: contact.avatarUrl,
+            displayName: contact.displayName
+          })
         }
         // 触发批量更新
         flushContactUpdates()
@@ -660,6 +512,31 @@ function ChatPage(_props: ChatPageProps) {
       if (result.success && result.messages) {
         if (offset === 0) {
           setMessages(result.messages)
+
+          // 预取发送者信息：在关闭加载遮罩前处理
+          const unreadCount = session?.unreadCount ?? 0
+          const isGroup = sessionId.includes('@chatroom')
+          if (isGroup && result.messages.length > 0) {
+            const unknownSenders = [...new Set(result.messages
+              .filter(m => m.isSend !== 1 && m.senderUsername && !senderAvatarCache.has(m.senderUsername))
+              .map(m => m.senderUsername as string)
+            )]
+            if (unknownSenders.length > 0) {
+              console.log(`[性能监控] 预取消息发送者信息: ${unknownSenders.length} 个`)
+              // 在批量请求前，先将这些发送者标记为加载中，防止 MessageBubble 触发重复请求
+              const batchPromise = loadContactInfoBatch(unknownSenders)
+              unknownSenders.forEach(username => {
+                if (!senderAvatarLoading.has(username)) {
+                  senderAvatarLoading.set(username, batchPromise.then(() => senderAvatarCache.get(username) || null))
+                }
+              })
+              // 确保在请求完成后清理 loading 状态
+              batchPromise.finally(() => {
+                unknownSenders.forEach(username => senderAvatarLoading.delete(username))
+              })
+            }
+          }
+
           // 首次加载滚动到底部
           requestAnimationFrame(() => {
             if (messageListRef.current) {
@@ -668,6 +545,27 @@ function ChatPage(_props: ChatPageProps) {
           })
         } else {
           appendMessages(result.messages, true)
+
+          // 加载更多也同样处理发送者信息预取
+          const isGroup = sessionId.includes('@chatroom')
+          if (isGroup) {
+            const unknownSenders = [...new Set(result.messages
+              .filter(m => m.isSend !== 1 && m.senderUsername && !senderAvatarCache.has(m.senderUsername))
+              .map(m => m.senderUsername as string)
+            )]
+            if (unknownSenders.length > 0) {
+              const batchPromise = loadContactInfoBatch(unknownSenders)
+              unknownSenders.forEach(username => {
+                if (!senderAvatarLoading.has(username)) {
+                  senderAvatarLoading.set(username, batchPromise.then(() => senderAvatarCache.get(username) || null))
+                }
+              })
+              batchPromise.finally(() => {
+                unknownSenders.forEach(username => senderAvatarLoading.delete(username))
+              })
+            }
+          }
+
           // 加载更多后保持位置：让之前的第一条消息保持在原来的视觉位置
           if (firstMsgEl && listEl) {
             requestAnimationFrame(() => {
@@ -1101,8 +999,10 @@ function ChatPage(_props: ChatPageProps) {
           </div>
         )}
 
+        {/* ... (previous content) ... */}
         {isLoadingSessions ? (
           <div className="loading-sessions">
+            {/* ... (skeleton items) ... */}
             {[1, 2, 3, 4, 5].map(i => (
               <div key={i} className="skeleton-item">
                 <div className="skeleton-avatar" />
@@ -1118,12 +1018,10 @@ function ChatPage(_props: ChatPageProps) {
             className="session-list"
             ref={sessionListRef}
             onScroll={() => {
-              // 标记正在滚动，暂停联系人信息加载
               isScrollingRef.current = true
               if (sessionScrollTimeoutRef.current) {
                 clearTimeout(sessionScrollTimeoutRef.current)
               }
-              // 滚动结束后200ms才认为滚动停止
               sessionScrollTimeoutRef.current = window.setTimeout(() => {
                 isScrollingRef.current = false
                 sessionScrollTimeoutRef.current = null
@@ -1147,6 +1045,8 @@ function ChatPage(_props: ChatPageProps) {
             <p className="hint">请先在数据管理页面解密数据库</p>
           </div>
         )}
+
+
       </div>
 
       {/* 拖动调节条 */}
@@ -1157,7 +1057,12 @@ function ChatPage(_props: ChatPageProps) {
         {currentSession ? (
           <>
             <div className="message-header">
-              <SessionAvatar session={currentSession} size={40} />
+              <Avatar
+                src={currentSession.avatarUrl}
+                name={currentSession.displayName || currentSession.username}
+                size={40}
+                className={isGroupChat(currentSession.username) ? 'group session-avatar' : 'session-avatar'}
+              />
               <div className="header-info">
                 <h3>{currentSession.displayName || currentSession.username}</h3>
                 {isGroupChat(currentSession.username) && (
@@ -1767,13 +1672,14 @@ function MessageBubble({ message, session, showTime, myAvatarUrl, isGroupChat }:
               </button>
             )}
           </div>
-          {showImagePreview && (
+          {showImagePreview && createPortal(
             <div className="image-preview-overlay" onClick={() => setShowImagePreview(false)}>
               <img src={imageLocalPath} alt="图片预览" onClick={(e) => e.stopPropagation()} />
               <button className="image-preview-close" onClick={() => setShowImagePreview(false)}>
                 <X size={16} />
               </button>
-            </div>
+            </div>,
+            document.body
           )}
         </>
       )
@@ -1920,11 +1826,15 @@ function MessageBubble({ message, session, showTime, myAvatarUrl, isGroupChat }:
       )}
       <div className={`message-bubble ${bubbleClass} ${isEmoji && message.emojiCdnUrl && !emojiError ? 'emoji' : ''} ${isImage ? 'image' : ''} ${isVoice ? 'voice' : ''}`}>
         <div className="bubble-avatar">
-          {avatarUrl ? (
+          <Avatar
-            <img src={avatarUrl} alt="" />
+            src={avatarUrl}
-          ) : (
+            name={!isSent ? (isGroupChat ? (senderName || message.senderUsername || '?') : (session.displayName || session.username)) : '我'}
-            <span className="avatar-letter">{avatarLetter}</span>
+            size={36}
-          )}
+            className="bubble-avatar"
+          // If it's sent by me (isSent), we might not want 'group' class even if it's a group chat. 
+          // But 'group' class mainly handles default avatar icon.
+          // Let's rely on standard Avatar behavior.
+          />
         </div>
         <div className="bubble-body">
           {/* 群聊中显示发送者名称 */}

src/pages/GroupAnalyticsPage.tsx

@@ -1,5 +1,6 @@
 import { useState, useEffect, useRef } from 'react'
 import { Users, BarChart3, Clock, Image, Loader2, RefreshCw, User, Medal, Search, X, ChevronLeft, Copy, Check } from 'lucide-react'
+import { Avatar } from '../components/Avatar'
 import ReactECharts from 'echarts-for-react'
 import DateRangePicker from '../components/DateRangePicker'
 import './GroupAnalyticsPage.scss'
@@ -256,11 +257,7 @@ function GroupAnalyticsPage() {
           </button>
           <div className="modal-content">
             <div className="member-avatar large">
-              {selectedMember.avatarUrl ? (
+              <Avatar src={selectedMember.avatarUrl} name={selectedMember.displayName} size={96} />
-                <img src={selectedMember.avatarUrl} alt="" />
-              ) : (
-                <div className="avatar-placeholder"><User size={48} /></div>
-              )}
             </div>
             <h3 className="member-display-name">{selectedMember.displayName}</h3>
             <div className="member-details">
@@ -334,7 +331,7 @@ function GroupAnalyticsPage() {
               onClick={() => handleGroupSelect(group)}
             >
               <div className="group-avatar">
-                {group.avatarUrl ? <img src={group.avatarUrl} alt="" /> : <div className="avatar-placeholder"><Users size={20} /></div>}
+                <Avatar src={group.avatarUrl} name={group.displayName} size={44} />
               </div>
               <div className="group-info">
                 <span className="group-name">{group.displayName}</span>
@@ -352,7 +349,7 @@ function GroupAnalyticsPage() {
     <div className="function-menu">
       <div className="selected-group-info">
         <div className="group-avatar large">
-          {selectedGroup?.avatarUrl ? <img src={selectedGroup.avatarUrl} alt="" /> : <div className="avatar-placeholder"><Users size={40} /></div>}
+          <Avatar src={selectedGroup?.avatarUrl} name={selectedGroup?.displayName} size={80} />
         </div>
         <h2>{selectedGroup?.displayName}</h2>
         <p>{selectedGroup?.memberCount} 位成员</p>
@@ -424,7 +421,7 @@ function GroupAnalyticsPage() {
                   {members.map(member => (
                     <div key={member.username} className="member-card" onClick={() => handleMemberClick(member)}>
                       <div className="member-avatar">
-                        {member.avatarUrl ? <img src={member.avatarUrl} alt="" /> : <div className="avatar-placeholder"><User size={20} /></div>}
+                        <Avatar src={member.avatarUrl} name={member.displayName} size={48} />
                       </div>
                       <span className="member-name">{member.displayName}</span>
                     </div>
@@ -437,7 +434,7 @@ function GroupAnalyticsPage() {
                     <div key={item.member.username} className="ranking-item">
                       <span className={`rank ${index < 3 ? 'top' : ''}`}>{index + 1}</span>
                       <div className="contact-avatar">
-                        {item.member.avatarUrl ? <img src={item.member.avatarUrl} alt="" /> : <div className="avatar-placeholder"><User size={20} /></div>}
+                        <Avatar src={item.member.avatarUrl} name={item.member.displayName} size={40} />
                         {index < 3 && <div className={`medal medal-${index + 1}`}><Medal size={10} /></div>}
                       </div>
                       <div className="contact-info">

src/pages/SettingsPage.tsx

@@ -484,6 +484,7 @@ function SettingsPage() {
           <Plug size={14} /> {isFetchingImageKey ? '获取中...' : '自动获取图片密钥'}
         </button>
         {imageKeyStatus && <div className="form-hint status-text">{imageKeyStatus}</div>}
+        {isFetchingImageKey && <div className="form-hint status-text">正在扫描内存，请稍候...</div>}
       </div>
 
       <div className="form-group">

src/pages/WelcomePage.tsx

@@ -506,7 +506,7 @@ function WelcomePage({ standalone = false }: WelcomePageProps) {
 
               {dbKeyStatus && <div className="field-hint status-text">{dbKeyStatus}</div>}
               <div className="field-hint">获取密钥会自动识别最近登录的账号</div>
-              <div className="field-hint">如果获取秘钥失败 请在微信打开后等待10秒后再登录</div>
+              <div className="field-hint">点击自动获取后微信将重新启动，当页面提示可以登录微信了再点击登录</div>
             </div>
           )}
 
@@ -533,6 +533,7 @@ function WelcomePage({ standalone = false }: WelcomePageProps) {
               </button>
               {imageKeyStatus && <div className="field-hint status-text">{imageKeyStatus}</div>}
               <div className="field-hint">如获取失败，请先打开朋友圈图片再重试</div>
+              {isFetchingImageKey && <div className="field-hint status-text">正在扫描内存，请稍候...</div>}
             </div>
           )}
 

src/stores/analyticsStore.ts

@@ -1,4 +1,5 @@
 import { create } from 'zustand'
+import { persist } from 'zustand/middleware'
 
 interface ChatStatistics {
   totalMessages: number
@@ -49,7 +50,9 @@ interface AnalyticsState {
   clearCache: () => void
 }
 
-export const useAnalyticsStore = create<AnalyticsState>((set) => ({
+export const useAnalyticsStore = create<AnalyticsState>()(
+  persist(
+    (set) => ({
       statistics: null,
       rankings: [],
       timeDistribution: null,
@@ -67,4 +70,9 @@ export const useAnalyticsStore = create<AnalyticsState>((set) => ({
         isLoaded: false,
         lastLoadTime: null
       }),
-}))
+    }),
+    {
+      name: 'analytics-storage',
+    }
+  )
+)

src/types/electron.d.ts

@@ -45,6 +45,7 @@ export interface ElectronAPI {
     testConnection: (dbPath: string, hexKey: string, wxid: string) => Promise<{ success: boolean; error?: string; sessionCount?: number }>
     open: (dbPath: string, hexKey: string, wxid: string) => Promise<boolean>
     close: () => Promise<boolean>
+
   }
   key: {
     autoGetDbKey: () => Promise<{ success: boolean; key?: string; error?: string; logs?: string[] }>
@@ -104,7 +105,7 @@ export interface ElectronAPI {
     onCacheResolved: (callback: (payload: { cacheKey: string; imageMd5?: string; imageDatName?: string; localPath: string }) => void) => () => void
   }
   analytics: {
-    getOverallStatistics: () => Promise<{
+    getOverallStatistics: (force?: boolean) => Promise<{
       success: boolean
       data?: {
         totalMessages: number

src/utils/AvatarLoadQueue.ts

@@ -0,0 +1,74 @@
+
+// 全局头像加载队列管理器（限制并发，避免卡顿）
+export class AvatarLoadQueue {
+    private queue: Array<{ url: string; resolve: () => void; reject: (error: Error) => void }> = []
+    private loading = new Map<string, Promise<void>>()
+    private activeCount = 0
+    private readonly maxConcurrent = 3
+    private readonly delayBetweenBatches = 10
+
+    private static instance: AvatarLoadQueue
+
+    public static getInstance(): AvatarLoadQueue {
+        if (!AvatarLoadQueue.instance) {
+            AvatarLoadQueue.instance = new AvatarLoadQueue()
+        }
+        return AvatarLoadQueue.instance
+    }
+
+    async enqueue(url: string): Promise<void> {
+        if (!url) return Promise.resolve()
+
+        // 核心修复：防止重复并发请求同一个 URL
+        const existingPromise = this.loading.get(url)
+        if (existingPromise) {
+            return existingPromise
+        }
+
+        const loadPromise = new Promise<void>((resolve, reject) => {
+            this.queue.push({ url, resolve, reject })
+            this.processQueue()
+        })
+
+        this.loading.set(url, loadPromise)
+        loadPromise.finally(() => {
+            this.loading.delete(url)
+        })
+
+        return loadPromise
+    }
+
+    private async processQueue() {
+        if (this.activeCount >= this.maxConcurrent || this.queue.length === 0) {
+            return
+        }
+
+        const task = this.queue.shift()
+        if (!task) return
+
+        this.activeCount++
+
+        const img = new Image()
+        img.onload = () => {
+            this.activeCount--
+            task.resolve()
+            setTimeout(() => this.processQueue(), this.delayBetweenBatches)
+        }
+        img.onerror = () => {
+            this.activeCount--
+            task.reject(new Error(`Failed: ${task.url}`))
+            setTimeout(() => this.processQueue(), this.delayBetweenBatches)
+        }
+        img.src = task.url
+
+        this.processQueue()
+    }
+
+    clear() {
+        this.queue = []
+        this.loading.clear()
+        this.activeCount = 0
+    }
+}
+
+export const avatarLoadQueue = AvatarLoadQueue.getInstance()

vite.config.ts

@@ -16,14 +16,7 @@ export default defineConfig({
     }
   },
   optimizeDeps: {
-    exclude: [
+    exclude: []
-      '@lancedb/lancedb',
-      '@lancedb/lancedb-win32-x64-msvc',
-      'node-llama-cpp',
-      'onnxruntime-node',
-      '@xenova/transformers',
-      '@huggingface/transformers'
-    ]
   },
   plugins: [
     react(),
@@ -37,12 +30,6 @@ export default defineConfig({
               external: [
                 'better-sqlite3',
                 'koffi',
-                'node-llama-cpp',
-                '@lancedb/lancedb',
-                '@lancedb/lancedb-win32-x64-msvc',
-                'onnxruntime-node',
-                '@xenova/transformers',
-                '@huggingface/transformers',
                 'fsevents'
               ]
             }
@@ -57,12 +44,6 @@ export default defineConfig({
             rollupOptions: {
               external: [
                 'koffi',
-                'node-llama-cpp',
-                '@lancedb/lancedb',
-                '@lancedb/lancedb-win32-x64-msvc',
-                'onnxruntime-node',
-                '@xenova/transformers',
-                '@huggingface/transformers',
                 'fsevents'
               ],
               output: {
@@ -73,30 +54,6 @@ export default defineConfig({
           }
         }
       },
-      {
-        entry: 'electron/cloneEmbeddingWorker.ts',
-        vite: {
-          build: {
-            outDir: 'dist-electron',
-            rollupOptions: {
-              external: [
-                'koffi',
-                'node-llama-cpp',
-                '@lancedb/lancedb',
-                '@lancedb/lancedb-win32-x64-msvc',
-                'onnxruntime-node',
-                '@xenova/transformers',
-                '@huggingface/transformers',
-                'fsevents'
-              ],
-              output: {
-                entryFileNames: 'cloneEmbeddingWorker.js',
-                inlineDynamicImports: true
-              }
-            }
-          }
-        }
-      },
       {
         entry: 'electron/imageSearchWorker.ts',
         vite: {
@@ -111,6 +68,25 @@ export default defineConfig({
           }
         }
       },
+      {
+        entry: 'electron/wcdbWorker.ts',
+        vite: {
+          build: {
+            outDir: 'dist-electron',
+            rollupOptions: {
+              external: [
+                'better-sqlite3',
+                'koffi',
+                'fsevents'
+              ],
+              output: {
+                entryFileNames: 'wcdbWorker.js',
+                inlineDynamicImports: true
+              }
+            }
+          }
+        }
+      },
       {
         entry: 'electron/preload.ts',
         onstart(options) {