feat: revamp analytics dashboards and harden database migrations

Add dashboard and overview analytics, health monitoring, provider expense tracking, and announcement updates across the gateway and frontend.

Keep schema migrations free of historical backfills while preserving automatic backfill execution. Bound migration deadlines, run schema preparation before Compose replacement, and anonymize deleted dashboard users.

Include the current documentation cleanup and regression coverage.

frontend/src/features/usage/composables/__tests__/useUsageData.spec.ts

@@ -137,6 +137,18 @@ describe('useUsageData', () => {
     }))
   })
 
+  it('preserves precise overview scope and false performance filters in records and total requests', async () => {
+    const { loadRecords } = useUsageData({ isAdminPage: ref(true) })
+    getAllUsageRecordsMock.mockResolvedValueOnce({ records: [], total: 100, total_is_estimated: true })
+    const range = { from: '2026-09-10T16:20:42.000Z', to: '2026-09-10T17:20:42.000Z', timezone: 'Asia/Shanghai' }
+    const filters = { provider_id: 'provider-1', api_key_id: 'key-1', endpoint_kind: 'chat', request_type: 'standard', is_stream: false, has_format_conversion: false, slow_threshold_ms: 8000 }
+    await loadRecords({ page: 2, pageSize: 20 }, filters, range)
+    await flushMicrotasks()
+    expect(getAllUsageRecordsMock).toHaveBeenCalledWith(expect.objectContaining({ ...range, ...filters, offset: 20 }))
+    expect(getAllUsageRecordTotalMock).toHaveBeenCalledWith(expect.objectContaining({ ...range, ...filters }))
+    expect(getAllUsageRecordsMock.mock.calls[0][0].preset).toBeUndefined()
+  })
+
   it('sends the WebSocket type filter to the user records endpoint before pagination', async () => {
     const isAdminPage = ref(false)
     const { loadRecords } = useUsageData({ isAdminPage })

frontend/src/features/usage/composables/useUsageData.ts

@@ -36,6 +36,15 @@ export interface PaginationParams {
 }
 
 export interface FilterParams {
+  provider_id?: string
+  api_key_id?: string
+  request_id?: string
+  attribution_kind?: string
+  endpoint_kind?: string
+  request_type?: string
+  is_stream?: boolean
+  has_format_conversion?: boolean
+  slow_threshold_ms?: number
   search?: string
   user_id?: string
   model?: string
@@ -399,6 +408,12 @@ export function useUsageData(options: UseUsageDataOptions) {
 
       if (isAdminPage.value) {
         // 管理员页面：使用管理员 API
+        for (const key of ['provider_id', 'api_key_id', 'request_id', 'attribution_kind', 'endpoint_kind', 'request_type'] as const) {
+          if (filters?.[key]) params[key] = filters[key]
+        }
+        for (const key of ['is_stream', 'has_format_conversion', 'slow_threshold_ms'] as const) {
+          if (filters?.[key] !== undefined) params[key] = filters[key]
+        }
         if (filters?.user_id) {
           params.user_id = filters.user_id
         }