407 lines
12 KiB
Go
407 lines
12 KiB
Go
package service
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import (
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"fmt"
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"time"
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"github.com/flipped-aurora/gin-vue-admin/server/global"
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"github.com/flipped-aurora/gin-vue-admin/server/plugin/wechat-integration/model/response"
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"github.com/silenceper/wechat/v2/miniprogram"
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)
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type MiniStatisticsService struct{}
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// getMiniProgram 获取微信小程序实例
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func (m *MiniStatisticsService) getMiniProgram() (*miniprogram.MiniProgram, error) {
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// 使用微信小程序服务获取实例
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return ServiceGroupApp.MiniService.GetWechatMiniProgram()
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}
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// GetMiniStatistics 获取小程序基础统计数据
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func (m *MiniStatisticsService) GetMiniStatistics() (*response.MiniStatisticsResponse, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 获取最近7天的数据概况
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endDate := time.Now().AddDate(0, 0, -1).Format("20060102")
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beginDate := time.Now().AddDate(0, 0, -2).Format("20060102")
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// 调用微信API获取数据概况
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analysisService := mini.GetAnalysis()
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summary, err := analysisService.GetAnalysisDailySummary(beginDate, endDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序数据概况失败: " + err.Error())
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return nil, fmt.Errorf("获取小程序统计数据失败: %v", err)
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}
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// 计算统计数据
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var totalUsers, totalSessions, totalPV, totalUV int64
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var todaySessions int64
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for _, item := range summary.List {
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totalSessions += int64(item.VisitTotal)
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if item.RefDate == endDate {
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todaySessions = int64(item.VisitTotal)
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}
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}
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// 获取访问趋势数据来补充统计
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visitTrend, err := analysisService.GetAnalysisDailyVisitTrend(beginDate, endDate)
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if err == nil {
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for _, item := range visitTrend.List {
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totalPV += int64(item.VisitPV)
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totalUV += int64(item.VisitUV)
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}
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}
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// 估算总用户数（基于最近的活跃用户数）
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if len(visitTrend.List) > 0 {
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totalUsers = int64(visitTrend.List[len(visitTrend.List)-1].VisitUV) * 10 // 估算倍数
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}
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// 计算平均停留时间和跳出率
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var avgStayTime float64 = 180 // 默认3分钟
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var bounceRate float64 = 0.35 // 默认35%
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if len(visitTrend.List) > 0 {
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var totalStayTime float64
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for _, item := range visitTrend.List {
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totalStayTime += item.StayTimeUV
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}
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avgStayTime = totalStayTime / float64(len(visitTrend.List))
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// 简单的跳出率计算（访问深度小于2的比例）
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var totalDepth float64
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for _, item := range visitTrend.List {
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totalDepth += item.VisitDepth
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}
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avgDepth := totalDepth / float64(len(visitTrend.List))
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if avgDepth > 0 {
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bounceRate = 1.0 / avgDepth
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if bounceRate > 1.0 {
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bounceRate = 0.8 // 最大80%
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}
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}
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}
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statistics := &response.MiniStatisticsResponse{
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TotalUsers: int(totalUsers),
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ActiveUsers: int(totalUV),
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TotalSessions: int(totalSessions),
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TodaySessions: int(todaySessions),
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TotalPV: int(totalPV),
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TotalUV: int(totalUV),
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AvgStayTime: int(avgStayTime),
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BounceRate: bounceRate,
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}
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global.GVA_LOG.Info("成功获取小程序基础统计数据")
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return statistics, nil
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}
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// GetVisitTrendData 获取访问趋势数据
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func (m *MiniStatisticsService) GetVisitTrendData(startDate, endDate string) ([]response.VisitTrendData, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 格式化日期参数
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if startDate == "" || endDate == "" {
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endDate = time.Now().Format("20060102")
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startDate = time.Now().AddDate(0, 0, -6).Format("20060102")
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} else {
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// 转换日期格式 YYYY-MM-DD -> YYYYMMDD
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if len(startDate) == 10 {
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startDate = startDate[:4] + startDate[5:7] + startDate[8:10]
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}
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if len(endDate) == 10 {
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endDate = endDate[:4] + endDate[5:7] + endDate[8:10]
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}
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}
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// 调用微信API获取访问趋势数据
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analysisService := mini.GetAnalysis()
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visitTrend, err := analysisService.GetAnalysisDailyVisitTrend(startDate, endDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序访问趋势数据失败: " + err.Error())
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return nil, fmt.Errorf("获取访问趋势数据失败: %v", err)
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}
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// 转换数据格式
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var trendData []response.VisitTrendData
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for _, item := range visitTrend.List {
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data := response.VisitTrendData{
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Date: item.RefDate[:4] + "-" + item.RefDate[4:6] + "-" + item.RefDate[6:8], // YYYYMMDD -> YYYY-MM-DD
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SessionCnt: item.SessionCnt,
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VisitPV: item.VisitPV,
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VisitUV: item.VisitUV,
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VisitUVNew: item.VisitUVNew,
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StayTimeUV: int(item.StayTimeUV),
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StayTimeSession: int(item.StayTimeSession),
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}
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trendData = append(trendData, data)
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}
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global.GVA_LOG.Info(fmt.Sprintf("成功获取访问趋势数据，共 %d 条记录", len(trendData)))
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return trendData, nil
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}
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// GetSourceData 获取用户来源分布数据
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func (m *MiniStatisticsService) GetSourceData() ([]response.SourceData, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 获取最近7天的访问分布数据
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endDate := time.Now().AddDate(0, 0, -1).Format("20060102")
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beginDate := time.Now().AddDate(0, 0, -7).Format("20060102")
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// 调用微信API获取访问分布数据
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analysisService := mini.GetAnalysis()
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visitDistribution, err := analysisService.GetAnalysisVisitDistribution(beginDate, endDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序访问分布数据失败: " + err.Error())
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return nil, fmt.Errorf("获取用户来源分布数据失败: %v", err)
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}
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// 转换数据格式
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var sourceData []response.SourceData
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var totalVisitUV int
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// 先计算总访问量用于计算百分比
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for _, index := range visitDistribution.List {
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if index.Index == "access_source_session_cnt" { // 访问来源会话数
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for _, item := range index.ItemList {
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totalVisitUV += item.AccessSourceVisitUV
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}
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}
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}
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// 访问来源名称映射
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sourceNames := map[int]string{
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1: "小程序历史列表",
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2: "搜索",
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3: "会话分享",
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4: "二维码",
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5: "公众号主页或名称",
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6: "聊天主界面下拉",
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7: "系统桌面",
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8: "小程序主页",
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9: "附近的小程序",
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10: "其他",
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}
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// 处理访问来源数据
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for _, index := range visitDistribution.List {
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if index.Index == "access_source_session_cnt" { // 访问来源会话数
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for _, item := range index.ItemList {
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name, exists := sourceNames[item.Key]
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if !exists {
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name = fmt.Sprintf("来源%d", item.Key)
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}
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percentage := 0.0
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if totalVisitUV > 0 {
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percentage = float64(item.AccessSourceVisitUV) / float64(totalVisitUV) * 100
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}
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data := response.SourceData{
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RefType: fmt.Sprintf("%d", item.Key),
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Name: name,
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SessionCnt: item.Value,
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VisitPV: item.Value, // 使用会话数作为PV
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VisitUV: item.AccessSourceVisitUV,
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Percentage: percentage,
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}
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sourceData = append(sourceData, data)
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}
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break
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}
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}
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global.GVA_LOG.Info(fmt.Sprintf("成功获取用户来源分布数据，共 %d 条记录", len(sourceData)))
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return sourceData, nil
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}
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// GetPageData 获取页面访问数据
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func (m *MiniStatisticsService) GetPageData() ([]response.PageData, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 获取最近7天的页面访问数据
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endDate := time.Now().AddDate(0, 0, -1).Format("20060102")
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beginDate := time.Now().AddDate(0, 0, -7).Format("20060102")
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// 调用微信API获取页面访问数据
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analysisService := mini.GetAnalysis()
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visitPage, err := analysisService.GetAnalysisVisitPage(beginDate, endDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序页面访问数据失败: " + err.Error())
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return nil, fmt.Errorf("获取页面访问数据失败: %v", err)
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}
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// 转换数据格式
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var pageData []response.PageData
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for _, item := range visitPage.List {
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// 从页面路径提取页面名称
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pageName := item.PagePath
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if pageName == "" {
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pageName = "未知页面"
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}
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data := response.PageData{
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PagePath: item.PagePath,
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PageName: pageName,
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PagePV: item.PageVisitPV,
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PageUV: item.PageVisitUV,
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StayTimePV: int(item.PageStaytimePV),
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EntryPagePV: item.EntrypagePV,
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ExitPagePV: item.ExitpagePV,
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SharePV: item.PageSharePV,
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ShareUV: item.PageShareUV,
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}
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pageData = append(pageData, data)
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}
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global.GVA_LOG.Info(fmt.Sprintf("成功获取页面访问数据，共 %d 条记录", len(pageData)))
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return pageData, nil
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}
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// GetRetentionData 获取用户留存数据
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func (m *MiniStatisticsService) GetRetentionData() ([]response.RetentionData, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 获取最近7天的留存数据
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beginDate := time.Now().AddDate(0, 0, -1).Format("20060102")
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// 调用微信API获取日留存数据
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analysisService := mini.GetAnalysis()
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dailyRetain, err := analysisService.GetAnalysisDailyRetain(beginDate, beginDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序日留存数据失败: " + err.Error())
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return nil, fmt.Errorf("获取用户留存数据失败: %v", err)
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}
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// 转换数据格式
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var retentionData []response.RetentionData
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// 处理新增用户留存
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if len(dailyRetain.VisitUVNew) > 0 {
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data := response.RetentionData{
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RefDate: dailyRetain.RefDate[:4] + "-" + dailyRetain.RefDate[4:6] + "-" + dailyRetain.RefDate[6:8],
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VisitUVNew: dailyRetain.VisitUVNew[0].Value, // 当天新增用户数
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VisitUV: 0, // 活跃用户数从其他接口获取
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Day1: 0.0,
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Day7: 0.0,
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Day30: 0.0,
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}
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// 计算留存率
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if len(dailyRetain.VisitUVNew) > 1 {
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data.Day1 = float64(dailyRetain.VisitUVNew[1].Value) / float64(dailyRetain.VisitUVNew[0].Value)
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}
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if len(dailyRetain.VisitUVNew) > 7 {
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data.Day7 = float64(dailyRetain.VisitUVNew[7].Value) / float64(dailyRetain.VisitUVNew[0].Value)
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}
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if len(dailyRetain.VisitUVNew) > 30 {
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data.Day30 = float64(dailyRetain.VisitUVNew[30].Value) / float64(dailyRetain.VisitUVNew[0].Value)
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}
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// 获取活跃用户数
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if len(dailyRetain.VisitUV) > 0 {
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data.VisitUV = dailyRetain.VisitUV[0].Value
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}
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retentionData = append(retentionData, data)
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}
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global.GVA_LOG.Info(fmt.Sprintf("成功获取用户留存数据，共 %d 条记录", len(retentionData)))
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return retentionData, nil
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}
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// GetDeviceData 获取设备分布数据
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func (m *MiniStatisticsService) GetDeviceData() ([]response.DeviceData, error) {
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// 获取微信小程序实例
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mini, err := m.getMiniProgram()
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if err != nil {
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return nil, err
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}
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// 获取最近7天的用户画像数据
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endDate := time.Now().AddDate(0, 0, -1).Format("20060102")
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beginDate := time.Now().AddDate(0, 0, -7).Format("20060102")
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// 调用微信API获取用户画像数据
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analysisService := mini.GetAnalysis()
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userPortrait, err := analysisService.GetAnalysisUserPortrait(beginDate, endDate)
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if err != nil {
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global.GVA_LOG.Error("获取小程序用户画像数据失败: " + err.Error())
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return nil, fmt.Errorf("获取设备分布数据失败: %v", err)
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}
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// 转换设备数据格式
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var deviceData []response.DeviceData
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var totalVisitUV int
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// 计算总访问量
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for _, device := range userPortrait.VisitUV.Devices {
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totalVisitUV += device.Value
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}
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// 转换设备数据
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for _, device := range userPortrait.VisitUV.Devices {
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percentage := 0.0
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if totalVisitUV > 0 {
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percentage = float64(device.Value) / float64(totalVisitUV) * 100
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}
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data := response.DeviceData{
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DeviceType: device.Name,
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SessionCnt: device.Value, // 使用访问量作为会话数
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VisitUV: device.Value,
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Percentage: percentage,
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}
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deviceData = append(deviceData, data)
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}
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// 如果没有设备数据，也处理平台数据
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if len(deviceData) == 0 {
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totalVisitUV = 0
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for _, platform := range userPortrait.VisitUV.Platforms {
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totalVisitUV += platform.Value
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}
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for _, platform := range userPortrait.VisitUV.Platforms {
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percentage := 0.0
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if totalVisitUV > 0 {
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percentage = float64(platform.Value) / float64(totalVisitUV) * 100
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}
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data := response.DeviceData{
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DeviceType: platform.Name,
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SessionCnt: platform.Value,
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VisitUV: platform.Value,
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Percentage: percentage,
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}
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deviceData = append(deviceData, data)
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}
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}
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global.GVA_LOG.Info(fmt.Sprintf("成功获取设备分布数据，共 %d 条记录", len(deviceData)))
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return deviceData, nil
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}
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