feat(dashboard): 添加 RPM/TPM 性能指标

在 Dashboard 中用 RPM/TPM 卡片替换原来的"今日缓存"卡片，
实时显示最近1分钟的请求数和 Token 吞吐量。

backend/internal/pkg/usagestats/usage_log_types.go

@@ -42,6 +42,10 @@ type DashboardStats struct {
 
 	// 系统运行统计
 	AverageDurationMs float64 `json:"average_duration_ms"` // 平均响应时间
+
+	// 性能指标
+	Rpm int64 `json:"rpm"` // 最近1分钟的请求数
+	Tpm int64 `json:"tpm"` // 最近1分钟的Token数
 }
 
 // TrendDataPoint represents a single point in trend data
@@ -115,6 +119,10 @@ type UserDashboardStats struct {
 
 	// 性能统计
 	AverageDurationMs float64 `json:"average_duration_ms"`
+
+	// 性能指标
+	Rpm int64 `json:"rpm"` // 最近1分钟的请求数
+	Tpm int64 `json:"tpm"` // 最近1分钟的Token数
 }
 
 // UsageLogFilters represents filters for usage log queries

backend/internal/repository/usage_log_repo.go

@@ -19,6 +19,29 @@ func NewUsageLogRepository(db *gorm.DB) *UsageLogRepository {
 	return &UsageLogRepository{db: db}
 }
 
+// getPerformanceStats 获取 RPM 和 TPM（可选按用户过滤）
+func (r *UsageLogRepository) getPerformanceStats(ctx context.Context, userID int64) (rpm, tpm int64) {
+	oneMinuteAgo := time.Now().Add(-1 * time.Minute)
+	var perfStats struct {
+		RequestCount int64 `gorm:"column:request_count"`
+		TokenCount   int64 `gorm:"column:token_count"`
+	}
+
+	db := r.db.WithContext(ctx).Model(&model.UsageLog{}).
+		Select(`
+			COUNT(*) as request_count,
+			COALESCE(SUM(input_tokens + output_tokens), 0) as token_count
+		`).
+		Where("created_at >= ?", oneMinuteAgo)
+
+	if userID > 0 {
+		db = db.Where("user_id = ?", userID)
+	}
+
+	db.Scan(&perfStats)
+	return perfStats.RequestCount, perfStats.TokenCount
+}
+
 func (r *UsageLogRepository) Create(ctx context.Context, log *model.UsageLog) error {
 	return r.db.WithContext(ctx).Create(log).Error
 }
@@ -230,6 +253,9 @@ func (r *UsageLogRepository) GetDashboardStats(ctx context.Context) (*DashboardS
 	stats.TodayCost = todayStats.TodayCost
 	stats.TodayActualCost = todayStats.TodayActualCost
 
+	// 性能指标：RPM 和 TPM（最近1分钟，全局）
+	stats.Rpm, stats.Tpm = r.getPerformanceStats(ctx, 0)
+
 	return &stats, nil
 }
 
@@ -544,6 +570,9 @@ func (r *UsageLogRepository) GetUserDashboardStats(ctx context.Context, userID i
 	stats.TodayCost = todayStats.TodayCost
 	stats.TodayActualCost = todayStats.TodayActualCost
 
+	// 性能指标：RPM 和 TPM（最近1分钟，仅统计该用户的请求）
+	stats.Rpm, stats.Tpm = r.getPerformanceStats(ctx, userID)
+
 	return &stats, nil
 }
 

frontend/src/api/usage.ts

@@ -35,6 +35,8 @@ export interface UserDashboardStats {
   today_cost: number;         // 今日标准计费
   today_actual_cost: number;  // 今日实际扣除
   average_duration_ms: number;
+  rpm: number;                // 最近1分钟的请求数
+  tpm: number;                // 最近1分钟的Token数
 }
 
 export interface TrendParams {

frontend/src/i18n/locales/en.ts

@@ -151,6 +151,7 @@ export default {
     todayTokens: 'Today Tokens',
     totalTokens: 'Total Tokens',
     cacheToday: 'Cache (Today)',
+    performance: 'Performance',
     avgResponse: 'Avg Response',
     averageTime: 'Average time',
     timeRange: 'Time Range',
@@ -420,6 +421,7 @@ export default {
       todayTokens: 'Today Tokens',
       totalTokens: 'Total Tokens',
       cacheToday: 'Cache (Today)',
+      performance: 'Performance',
       avgResponse: 'Avg Response',
       active: 'active',
       ok: 'ok',

frontend/src/i18n/locales/zh.ts

@@ -151,6 +151,7 @@ export default {
     todayTokens: '今日 Token',
     totalTokens: '累计 Token',
     cacheToday: '今日缓存',
+    performance: '性能指标',
     avgResponse: '平均响应',
     averageTime: '平均时间',
     timeRange: '时间范围',
@@ -432,6 +433,7 @@ export default {
       input: '输入',
       output: '输出',
       cacheToday: '今日缓存',
+      performance: '性能指标',
       avgResponse: '平均响应',
       averageTime: '平均时间',
       timeRange: '时间范围',

frontend/src/types/index.ts

@@ -517,6 +517,10 @@ export interface DashboardStats {
   // 系统运行统计
   average_duration_ms: number;  // 平均响应时间
   uptime: number;               // 系统运行时间(秒)
+
+  // 性能指标
+  rpm: number;  // 最近1分钟的请求数
+  tpm: number;  // 最近1分钟的Token数
 }
 
 export interface UsageStatsResponse {

frontend/src/views/admin/DashboardView.vue

@@ -117,20 +117,24 @@
             </div>
           </div>
 
-          <!-- Cache Tokens -->
+          <!-- Performance (RPM/TPM) -->
           <div class="card p-4">
             <div class="flex items-center gap-3">
-              <div class="p-2 rounded-lg bg-cyan-100 dark:bg-cyan-900/30">
-                <svg class="w-5 h-5 text-cyan-600 dark:text-cyan-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
-                  <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19.5 14.25v-2.625a3.375 3.375 0 00-3.375-3.375h-1.5A1.125 1.125 0 0113.5 7.125v-1.5a3.375 3.375 0 00-3.375-3.375H8.25m.75 12l3 3m0 0l3-3m-3 3v-6m-1.5-9H5.625c-.621 0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621 0 1.125-.504 1.125-1.125V11.25a9 9 0 00-9-9z" />
+              <div class="p-2 rounded-lg bg-violet-100 dark:bg-violet-900/30">
+                <svg class="w-5 h-5 text-violet-600 dark:text-violet-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 10V3L4 14h7v7l9-11h-7z" />
                 </svg>
               </div>
-              <div>
-                <p class="text-xs font-medium text-gray-500 dark:text-gray-400">{{ t('admin.dashboard.cacheToday') }}</p>
-                <p class="text-xl font-bold text-gray-900 dark:text-white">{{ formatTokens(stats.today_cache_read_tokens) }}</p>
-                <p class="text-xs text-gray-500 dark:text-gray-400">
-                  {{ t('common.create') }}: {{ formatTokens(stats.today_cache_creation_tokens) }}
-                </p>
+              <div class="flex-1">
+                <p class="text-xs font-medium text-gray-500 dark:text-gray-400">{{ t('admin.dashboard.performance') }}</p>
+                <div class="flex items-baseline gap-2">
+                  <p class="text-xl font-bold text-gray-900 dark:text-white">{{ formatTokens(stats.rpm) }}</p>
+                  <span class="text-xs text-gray-500 dark:text-gray-400">RPM</span>
+                </div>
+                <div class="flex items-baseline gap-2">
+                  <p class="text-sm font-semibold text-violet-600 dark:text-violet-400">{{ formatTokens(stats.tpm) }}</p>
+                  <span class="text-xs text-gray-500 dark:text-gray-400">TPM</span>
+                </div>
               </div>
             </div>
           </div>
@@ -378,7 +382,8 @@ const userTrendChartData = computed(() => {
 })
 
 // Format helpers
-const formatTokens = (value: number): string => {
+const formatTokens = (value: number | undefined): string => {
+  if (value === undefined || value === null) return '0'
   if (value >= 1_000_000_000) {
     return `${(value / 1_000_000_000).toFixed(2)}B`
   } else if (value >= 1_000_000) {

frontend/src/views/user/DashboardView.vue

@@ -119,20 +119,24 @@
             </div>
           </div>
 
-          <!-- Cache Tokens -->
+          <!-- Performance (RPM/TPM) -->
           <div class="card p-4">
             <div class="flex items-center gap-3">
-              <div class="p-2 rounded-lg bg-cyan-100 dark:bg-cyan-900/30">
-                <svg class="w-5 h-5 text-cyan-600 dark:text-cyan-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
-                  <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19.5 14.25v-2.625a3.375 3.375 0 00-3.375-3.375h-1.5A1.125 1.125 0 0113.5 7.125v-1.5a3.375 3.375 0 00-3.375-3.375H8.25m.75 12l3 3m0 0l3-3m-3 3v-6m-1.5-9H5.625c-.621 0-1.125.504-1.125 1.125v17.25c0 .621.504 1.125 1.125 1.125h12.75c.621 0 1.125-.504 1.125-1.125V11.25a9 9 0 00-9-9z" />
+              <div class="p-2 rounded-lg bg-violet-100 dark:bg-violet-900/30">
+                <svg class="w-5 h-5 text-violet-600 dark:text-violet-400" fill="none" stroke="currentColor" viewBox="0 0 24 24">
+                  <path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M13 10V3L4 14h7v7l9-11h-7z" />
                 </svg>
               </div>
-              <div>
-                <p class="text-xs font-medium text-gray-500 dark:text-gray-400">{{ t('dashboard.cacheToday') }}</p>
-                <p class="text-xl font-bold text-gray-900 dark:text-white">{{ formatTokens(stats.today_cache_read_tokens) }}</p>
-                <p class="text-xs text-gray-500 dark:text-gray-400">
-                  {{ t('common.create') }}: {{ formatTokens(stats.today_cache_creation_tokens) }}
-                </p>
+              <div class="flex-1">
+                <p class="text-xs font-medium text-gray-500 dark:text-gray-400">{{ t('dashboard.performance') }}</p>
+                <div class="flex items-baseline gap-2">
+                  <p class="text-xl font-bold text-gray-900 dark:text-white">{{ formatTokens(stats.rpm) }}</p>
+                  <span class="text-xs text-gray-500 dark:text-gray-400">RPM</span>
+                </div>
+                <div class="flex items-baseline gap-2">
+                  <p class="text-sm font-semibold text-violet-600 dark:text-violet-400">{{ formatTokens(stats.tpm) }}</p>
+                  <span class="text-xs text-gray-500 dark:text-gray-400">TPM</span>
+                </div>
               </div>
             </div>
           </div>
@@ -584,7 +588,8 @@ const trendChartData = computed(() => {
 })
 
 // Format helpers
-const formatTokens = (value: number): string => {
+const formatTokens = (value: number | undefined): string => {
+  if (value === undefined || value === null) return '0'
   if (value >= 1_000_000_000) {
     return `${(value / 1_000_000_000).toFixed(2)}B`
   } else if (value >= 1_000_000) {