数据分析ui补充完善，接入数据库

pages/mall/analytics/profile.uvue

@@ -266,14 +266,7 @@ import supa from '@/components/supadb/aksupainstance.uts'
 import AnalyticsSidebarMenu from '@/components/analytics/AnalyticsSidebarMenu.uvue'
 import type { UserType } from '@/types/mall-types'
 
-// 报表类型定义
-type ReportType = {
-  id: string
-  title: string
-  description: string
-  status: string
-  created_at: string
-}
+import type { RecentReport, OverviewData, ReportCounts, TodayInsights, TrendDatum } from '@/types/analytics/profile.uts'
 
 // 响应式数据
 const showSidebarMenu = ref(false)
@@ -293,7 +286,7 @@ const analystInfo = ref({
 const workExperience = ref(5)
 const expertise = ref('电商数据')
 
-const overviewData = ref({
+const overviewData = ref<OverviewData>({
   totalSales: '0',
   salesGrowth: 0,
   totalUsers: '0',
@@ -304,24 +297,24 @@ const overviewData = ref({
   conversionGrowth: 0
 })
 
-const reportCounts = ref({
+const reportCounts = ref<ReportCounts>({
   total: 0,
   pending: 0,
   scheduled: 0,
   shared: 0
 })
 
-const todayInsights = ref({
+const todayInsights = ref<TodayInsights>({
   hotProduct: '-',
   peakTraffic: '0',
   conversionAnomaly: '-',
   mobileRatio: 0
 })
 
-const recentReports = ref([] as Array<ReportType>)
+const recentReports = ref<Array<RecentReport>>([])
 
 const trendPeriod = ref('week')
-const trendData = ref([
+const trendData = ref<Array<TrendDatum>>([
   { label: '周一', sales: 0, orders: 0 },
   { label: '周二', sales: 0, orders: 0 },
   { label: '周三', sales: 0, orders: 0 },
@@ -457,85 +450,30 @@ async function loadRecentReports() {
 async function loadOverview() {
   try {
     const now = new Date()
-    const end = new Date(now.getFullYear(), now.getMonth(), now.getDate() + 1) // < end
-    const start = new Date(end.getTime() - 30 * 24 * 60 * 60 * 1000)
-    const prevEnd = start
-    const prevStart = new Date(prevEnd.getTime() - 30 * 24 * 60 * 60 * 1000)
+    const end = new Date(now.getFullYear(), now.getMonth(), now.getDate())
+    const start = new Date(end.getTime() - 29 * 24 * 60 * 60 * 1000) // Last 30 days
 
-    const curRes: any = await supa
-      .from('orders')
-      .select('total_amount, user_id, created_at')
-      .gte('created_at', start.toISOString())
-      .lt('created_at', end.toISOString())
-      .eq('status', 2)
-    const prevRes: any = await supa
-      .from('orders')
-      .select('total_amount, user_id, created_at')
-      .gte('created_at', prevStart.toISOString())
-      .lt('created_at', prevEnd.toISOString())
-      .eq('status', 2)
+    const p = new UTSJSONObject()
+    p.set('p_start_date', dateISO(start))
+    p.set('p_end_date', dateISO(end))
 
-    const curOrders: Array<any> = Array.isArray(curRes.data) ? (curRes.data as Array<any>) : []
-    const prevOrders: Array<any> = Array.isArray(prevRes.data) ? (prevRes.data as Array<any>) : []
+    const [salesKpisRes, userKpisRes] = await Promise.all([
+      supa.rpc('rpc_analytics_sales_kpis', p),
+      supa.rpc('rpc_analytics_user_kpis', p)
+    ])
 
-    let curSales = 0
-    let prevSales = 0
-    const curUsers: Record<string, boolean> = {}
-    const prevUsers: Record<string, boolean> = {}
-    for (let i = 0; i < curOrders.length; i++) {
-      curSales += safeNumber(curOrders[i].total_amount)
-      const uid = `${curOrders[i].user_id || ''}`
-      if (uid) curUsers[uid] = true
-    }
-    for (let i = 0; i < prevOrders.length; i++) {
-      prevSales += safeNumber(prevOrders[i].total_amount)
-      const uid = `${prevOrders[i].user_id || ''}`
-      if (uid) prevUsers[uid] = true
-    }
-
-    const curOrderCnt = curOrders.length
-    const prevOrderCnt = prevOrders.length
-    const curUserCnt = Object.keys(curUsers).length
-    const prevUserCnt = Object.keys(prevUsers).length
-
-    // 转化率：下单用户 / 访问用户（用 user_sessions 近30天会话去重近似）
-    const curSessRes: any = await supa
-      .from('user_sessions')
-      .select('user_id, created_at')
-      .gte('created_at', start.toISOString())
-      .lt('created_at', end.toISOString())
-    const prevSessRes: any = await supa
-      .from('user_sessions')
-      .select('user_id, created_at')
-      .gte('created_at', prevStart.toISOString())
-      .lt('created_at', prevEnd.toISOString())
-
-    const curSess: Array<any> = Array.isArray(curSessRes.data) ? (curSessRes.data as Array<any>) : []
-    const prevSess: Array<any> = Array.isArray(prevSessRes.data) ? (prevSessRes.data as Array<any>) : []
-    const curVisitUsers: Record<string, boolean> = {}
-    const prevVisitUsers: Record<string, boolean> = {}
-    for (let i = 0; i < curSess.length; i++) {
-      const uid = `${curSess[i].user_id || ''}`
-      if (uid) curVisitUsers[uid] = true
-    }
-    for (let i = 0; i < prevSess.length; i++) {
-      const uid = `${prevSess[i].user_id || ''}`
-      if (uid) prevVisitUsers[uid] = true
-    }
-    const curVisitCnt = Object.keys(curVisitUsers).length
-    const prevVisitCnt = Object.keys(prevVisitUsers).length
-    const curConv = curVisitCnt > 0 ? (curUserCnt / curVisitCnt) * 100 : 0
-    const prevConv = prevVisitCnt > 0 ? (prevUserCnt / prevVisitCnt) * 100 : 0
+    const salesKpis = Array.isArray(salesKpisRes.data) && salesKpisRes.data.length > 0 ? salesKpisRes.data[0] : {}
+    const userKpis = Array.isArray(userKpisRes.data) && userKpisRes.data.length > 0 ? userKpisRes.data[0] : {}
 
     overviewData.value = {
-      totalSales: fmtMoney(curSales),
-      salesGrowth: safeNumber(pctGrowth(curSales, prevSales)),
-      totalUsers: fmtInt(curUserCnt),
-      userGrowth: safeNumber(pctGrowth(curUserCnt, prevUserCnt)),
-      totalOrders: fmtInt(curOrderCnt),
-      orderGrowth: safeNumber(pctGrowth(curOrderCnt, prevOrderCnt)),
-      conversionRate: safeNumber(curConv),
-      conversionGrowth: safeNumber(pctGrowth(curConv, prevConv))
+      totalSales: fmtMoney(safeNumber(salesKpis.gmv)),
+      salesGrowth: safeNumber(salesKpis.gmv_growth),
+      totalUsers: fmtInt(safeNumber(userKpis.new_users)), // Use new_users for the period
+      userGrowth: safeNumber(userKpis.new_user_growth),
+      totalOrders: fmtInt(safeNumber(salesKpis.orders)),
+      orderGrowth: safeNumber(salesKpis.order_growth),
+      conversionRate: safeNumber(salesKpis.conversion_rate),
+      conversionGrowth: safeNumber(salesKpis.conversion_growth)
     }
   } catch (e) {
     console.error('loadOverview failed', e)
@@ -551,8 +489,7 @@ async function loadTrend() {
       const p = new UTSJSONObject()
       p.set('p_start_date', dateISO(start))
       p.set('p_end_date', dateISO(end))
-      p.set('p_merchant_id', null)
-      const res: any = await supa.rpc('rpc_analytics_trend_data', p)
+      const res: any = await supa.rpc('rpc_analytics_sales_trend', p)
       const rows: Array<any> = Array.isArray(res.data) ? (res.data as Array<any>) : []
 
       const weekLabels = ['周日', '周一', '周二', '周三', '周四', '周五', '周六']
@@ -571,8 +508,7 @@ async function loadTrend() {
       const p = new UTSJSONObject()
       p.set('p_start_date', dateISO(start))
       p.set('p_end_date', dateISO(new Date(now.getFullYear(), now.getMonth(), now.getDate())))
-      p.set('p_merchant_id', null)
-      const res: any = await supa.rpc('rpc_analytics_trend_data', p)
+      const res: any = await supa.rpc('rpc_analytics_sales_trend', p)
       const rows: Array<any> = Array.isArray(res.data) ? (res.data as Array<any>) : []
 
       const buckets: Record<string, { sales: number; orders: number }> = {}
@@ -595,8 +531,7 @@ async function loadTrend() {
       const p = new UTSJSONObject()
       p.set('p_start_date', dateISO(start))
       p.set('p_end_date', dateISO(end))
-      p.set('p_merchant_id', null)
-      const res: any = await supa.rpc('rpc_analytics_trend_data', p)
+      const res: any = await supa.rpc('rpc_analytics_sales_trend', p)
       const rows: Array<any> = Array.isArray(res.data) ? (res.data as Array<any>) : []
 
       const buckets: Record<string, { sales: number; orders: number }> = {}
@@ -628,32 +563,23 @@ async function loadTodayInsights() {
     p.set('p_start_date', dateISO(today0))
     p.set('p_end_date', dateISO(today0))
     p.set('p_limit', 1)
-    p.set('p_merchant_id', null)
     const prodRes: any = await supa.rpc('rpc_analytics_top_products', p)
     const prodRows: Array<any> = Array.isArray(prodRes.data) ? (prodRes.data as Array<any>) : []
     if (prodRows.length > 0) {
       todayInsights.value.hotProduct = `${prodRows[0].name}`
     }
 
-    // 访问量峰值（简化：今日总访问量）
+    // 访问量峰值：用今日浏览行为数近似（主库口径：ml_browse_history）
     const pvRes: any = await supa
-      .from('page_views')
+      .from('ml_browse_history')
       .select('id, created_at')
       .gte('created_at', today0.toISOString())
       .lt('created_at', new Date(today0.getTime() + 24 * 60 * 60 * 1000).toISOString())
     const pvRows: Array<any> = Array.isArray(pvRes.data) ? (pvRes.data as Array<any>) : []
     todayInsights.value.peakTraffic = fmtInt(pvRows.length)
 
-    // 转化异常：取今日 KPI 增长（简化，负数提示“下降xx%”）
-    const kpiP = new UTSJSONObject()
-    kpiP.set('p_start', today0.toISOString())
-    kpiP.set('p_end', now.toISOString())
-    const ySame = new Date(now.getTime() - 24 * 60 * 60 * 1000)
-    const y0 = new Date(ySame.getFullYear(), ySame.getMonth(), ySame.getDate())
-    kpiP.set('p_compare_start', y0.toISOString())
-    kpiP.set('p_compare_end', ySame.toISOString())
-    kpiP.set('p_merchant_id', null)
-    const kpiRes: any = await supa.rpc('rpc_analytics_realtime_kpis', kpiP)
+    // 转化异常：使用无参版 rpc_analytics_realtime_kpis
+    const kpiRes: any = await supa.rpc('rpc_analytics_realtime_kpis', {} as any)
     const row = Array.isArray(kpiRes.data) && kpiRes.data.length > 0 ? kpiRes.data[0] : (kpiRes.data || {})
     const cg = safeNumber(row.conversion_growth)
     todayInsights.value.conversionAnomaly = cg < 0 ? `下降${Math.abs(cg).toFixed(1)}%` : `上升${cg.toFixed(1)}%`