wechat-api/crontask/compute_statistic.go

package crontask

import (
	"strconv"
	"strings"
	"time"
	"wechat-api/ent"
	"wechat-api/ent/contact"
	"wechat-api/ent/custom_types"
	"wechat-api/ent/labelrelationship"
	"wechat-api/ent/messagerecords"
	"wechat-api/ent/usagedetail"
	"wechat-api/ent/usagestatisticday"
	"wechat-api/ent/usagestatistichour"
	"wechat-api/ent/wx"
)

func (l *CronTask) computeStatistic() {
	startTime := time.Now()

	// 获取所有机器人信息
	wxbots, err := l.svcCtx.DB.Wx.Query().Select(wx.FieldWxid, wx.FieldID, wx.FieldOrganizationID).All(l.ctx)
	if err != nil {
		l.Errorf("fetch wxids error:%v\n", err)
		return
	}

	wxbotsSet := make(map[uint64][]*ent.Wx)
	for _, bot := range wxbots {
		if !strings.HasPrefix(bot.Wxid, "temp-") {
			wxbotsSet[bot.OrganizationID] = append(wxbotsSet[bot.OrganizationID], bot)
		}
	}
	LabelsCountSet := make(map[uint64][]custom_types.LabelDist)

	/*
		计算本小时的数据
		1. 查询出上小时里所有 usagedetail 内容
		2. 挨个遍历他的 bot_id ,再查询他的 bot_id 相关的参数
		3. 遍历的时候可能有重复，所以要先检查是否生成了数据，如果有就忽略，没有再生成
		----------------------------------------------------------------------------------------------------------
	*/

	// 获取当前时间
	now := time.Now()

	// 获取本小时的第一分钟
	currentHour := time.Date(now.Year(), now.Month(), now.Day(), now.Hour(), 0, 0, 0, now.Location())
	currentHourInt, _ := strconv.Atoi(currentHour.Format("2006010215"))

	// 上一个小时的起始时间
	lastHour := currentHour.Add(-time.Hour * 1)
	lastHourInt, _ := strconv.Atoi(lastHour.Format("2006010215"))

	lc := []custom_types.LabelDist{}

	var allHourAiResponseInt, allHourSopRunInt, allHourFriendCountInt, allHourGroupCountInt, allHourAccountBalanceInt, allHourConsumeTokenInt, allHourActiveUserInt, allHourNewUserInt int
	for orgID, wxinfos := range wxbotsSet {
		var orgAiResponseInt, orgSopRunInt, orgFriendCountInt, orgGroupCountInt, orgAccountBalanceInt, orgConsumeTokenInt, orgActiveUserInt, orgNewUserInt int
		for _, wxinfo := range wxinfos {
			l.Logger.Infof("开始计算小时数据:%d\n", lastHourInt)

			// 先判断该账号是否已经统计了小时数据，如果已经统计了，就不需要再统计了
			var aiResponseInt, sopRunInt, friendCountInt, groupCountInt, accountBalanceInt, consumeTokenInt, activeUserInt, newUserInt int
			hourDataCount, _ := l.svcCtx.DB.UsageStatisticHour.Query().Where(
				usagestatistichour.Type(1),
				usagestatistichour.BotID(wxinfo.Wxid),
				usagestatistichour.Addtime(uint64(lastHourInt)),
			).Count(l.ctx)
			if hourDataCount > 0 {
				continue
			}

			// AI回复包括：SOP次数+AI次数
			// SOP次数：content 非空，source_type = 3 或 4，sub_source_id = 0
			// AI次数：app = 1 或 3
			sopresp, _ := l.svcCtx.DB.MessageRecords.Query().Where(
				messagerecords.SubSourceID(0),
				messagerecords.SourceTypeIn(3, 4),
				messagerecords.BotWxid(wxinfo.Wxid),
				messagerecords.CreatedAtGTE(lastHour),
				messagerecords.CreatedAtLT(currentHour),
			).Count(l.ctx)
			airesp, _ := l.svcCtx.DB.UsageDetail.Query().Where(
				usagedetail.AppIn(1, 3),
				usagedetail.BotID(wxinfo.Wxid),
				usagedetail.CreatedAtGTE(lastHour),
				usagedetail.CreatedAtLT(currentHour),
			).Count(l.ctx)
			aiResponseInt = sopresp + airesp
			orgAiResponseInt += aiResponseInt
			allHourAiResponseInt += aiResponseInt

			// SOP执行次数：SOP阶段和节点的执行次数。
			sopRunInt, _ = l.svcCtx.DB.MessageRecords.Query().Where(
				messagerecords.BotWxid(wxinfo.Wxid),
				messagerecords.SubSourceIDEQ(0),
				messagerecords.SourceTypeIn(3, 4),
				messagerecords.BotWxid(wxinfo.Wxid),
				messagerecords.CreatedAtGTE(lastHour),
				messagerecords.CreatedAtLT(currentHour),
			).Count(l.ctx)
			orgSopRunInt += sopRunInt
			allHourSopRunInt += sopRunInt

			// 好友总数：contact 表中 type=1
			friendCountInt, _ = l.svcCtx.DB.Contact.Query().Where(
				contact.Type(1),
				contact.WxWxid(wxinfo.Wxid),
				contact.Ctype(1),
			).Count(l.ctx)
			orgFriendCountInt += friendCountInt
			allHourFriendCountInt += friendCountInt

			// 群总数：contact 表中 type=2
			groupCountInt, _ = l.svcCtx.DB.Contact.Query().Where(
				contact.Type(2),
				contact.WxWxid(wxinfo.Wxid),
				contact.Ctype(1),
			).Count(l.ctx)
			orgGroupCountInt += groupCountInt
			allHourGroupCountInt += groupCountInt

			// 消耗Token数：usage_detail 表
			consumeTokenInt, _ = l.svcCtx.DB.UsageDetail.Query().Where(
				usagedetail.TypeEQ(1),
				usagedetail.BotID(wxinfo.Wxid),
				usagedetail.CreatedAtGTE(lastHour),
				usagedetail.CreatedAtLT(currentHour),
			).Aggregate(ent.Sum("total_tokens")).Int(l.ctx)
			orgConsumeTokenInt += consumeTokenInt
			allHourConsumeTokenInt += consumeTokenInt

			// 账户余额
			accountBalanceInt = 0
			orgAccountBalanceInt = 0
			allHourAccountBalanceInt = 0

			// 活跃好友：usage_detail 表 type = 1
			activeUsers, _ := l.svcCtx.DB.UsageDetail.Query().Where(
				usagedetail.Type(1),
				usagedetail.BotID(wxinfo.Wxid),
				usagedetail.CreatedAtGTE(lastHour),
				usagedetail.CreatedAtLT(currentHour),
			).GroupBy(usagedetail.FieldReceiverID).Strings(l.ctx)
			activeUserInt = len(activeUsers)
			orgActiveUserInt += activeUserInt
			allHourActiveUserInt += activeUserInt

			lastHourData, _ := l.svcCtx.DB.UsageStatisticHour.Query().Where(
				usagestatistichour.AddtimeEQ(uint64(lastHourInt)),
				usagestatistichour.Type(1),
				usagestatistichour.BotID(wxinfo.Wxid),
			).First(l.ctx)

			if lastHourData == nil {
				newUserInt = 0
			} else {
				newUserInt = friendCountInt - int(lastHourData.TotalFriend)
			}
			orgNewUserInt += newUserInt
			allHourNewUserInt += newUserInt

			_, err := l.svcCtx.DB.UsageStatisticHour.Create().
				SetType(1).
				SetBotID(wxinfo.Wxid).
				SetOrganizationID(wxinfo.OrganizationID).
				SetAiResponse(uint64(aiResponseInt)).
				SetSopRun(uint64(sopRunInt)).
				SetTotalFriend(uint64(friendCountInt)).
				SetTotalGroup(uint64(groupCountInt)).
				SetAccountBalance(uint64(accountBalanceInt)).
				SetConsumeToken(uint64(consumeTokenInt)).
				SetActiveUser(uint64(activeUserInt)).
				SetNewUser(int64(newUserInt)).
				SetAddtime(uint64(lastHourInt)).
				SetLabelDist(lc).
				Save(l.ctx)
			l.Errorf("save hour data error:%v \n", err)
		}
		// 先判断该租户是否已经统计了小时数据，如果已经统计了，就不需要再统计了
		hourDataCount, _ := l.svcCtx.DB.UsageStatisticHour.Query().Where(
			usagestatistichour.Type(1),
			usagestatistichour.OrganizationID(orgID),
			usagestatistichour.BotID(""),
			usagestatistichour.Addtime(uint64(lastHourInt)),
		).Count(l.ctx)
		if hourDataCount > 0 {
			continue
		}

		LabelsCount := []custom_types.LabelDist{}
		err := l.svcCtx.DB.LabelRelationship.Query().Where(
			labelrelationship.OrganizationIDEQ(orgID),
		).GroupBy(labelrelationship.FieldLabelID).Aggregate(ent.Count()).Scan(l.ctx, &LabelsCount)
		l.Errorf("save hour data error:%v \n", err)
		LabelsCountSet[orgID] = LabelsCount

		_, err = l.svcCtx.DB.UsageStatisticHour.Create().
			SetType(1).
			SetOrganizationID(orgID).
			SetAiResponse(uint64(orgAiResponseInt)).
			SetSopRun(uint64(orgSopRunInt)).
			SetTotalFriend(uint64(orgFriendCountInt)).
			SetTotalGroup(uint64(orgGroupCountInt)).
			SetAccountBalance(uint64(orgAccountBalanceInt)).
			SetConsumeToken(uint64(orgConsumeTokenInt)).
			SetActiveUser(uint64(orgActiveUserInt)).
			SetNewUser(int64(orgNewUserInt)).
			SetAddtime(uint64(lastHourInt)).
			SetNotNilLabelDist(LabelsCount).
			Save(l.ctx)
		l.Errorf("save hour data error:%v \n", err)
	}

	// 先判断该租户是否已经统计了小时数据，如果已经统计了，就不需要再统计了
	hourDataCount, _ := l.svcCtx.DB.UsageStatisticHour.Query().Where(
		usagestatistichour.Type(1),
		usagestatistichour.OrganizationID(0),
		usagestatistichour.BotID(""),
		usagestatistichour.Addtime(uint64(lastHourInt)),
	).Count(l.ctx)
	if hourDataCount == 0 {
		_, err = l.svcCtx.DB.UsageStatisticHour.Create().
			SetType(1).
			SetOrganizationID(0).
			SetAiResponse(uint64(allHourAiResponseInt)).
			SetSopRun(uint64(allHourSopRunInt)).
			SetTotalFriend(uint64(allHourFriendCountInt)).
			SetTotalGroup(uint64(allHourGroupCountInt)).
			SetAccountBalance(uint64(allHourAccountBalanceInt)).
			SetConsumeToken(uint64(allHourConsumeTokenInt)).
			SetActiveUser(uint64(allHourActiveUserInt)).
			SetNewUser(int64(allHourNewUserInt)).
			SetAddtime(uint64(lastHourInt)).
			SetLabelDist(lc).
			Save(l.ctx)
		l.Errorf("save hour data error:%v \n", err)
	}

	/*
		计算日数据
		----------------------------------------------------------------------------------------------------------
	*/
	//dayStr := time.Now().Format("20060102")
	//day, _ := strconv.Atoi(dayStr)

	// 获取昨天的第一小时
	yesterday := now.AddDate(0, 0, -1)
	yesterdayFirstHour := time.Date(yesterday.Year(), yesterday.Month(), yesterday.Day(), 0, 0, 0, 0, now.Location())
	yesterdayInt, _ := strconv.Atoi(yesterdayFirstHour.Format("20060102"))
	yesterdayFirstHourInt, _ := strconv.Atoi(yesterdayFirstHour.Format("2006010215"))

	// 获取昨天的最后一小时
	yesterdayLastHour := time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
	yesterdayLastHourInt, _ := strconv.Atoi(yesterdayLastHour.Format("2006010215"))

	var allDayAiResponseInt, allDaySopRunInt, allDayFriendCountInt, allDayGroupCountInt, allDayAccountBalanceInt, allDayConsumeTokenInt, allDayActiveUserInt uint64
	var allDayNewUserInt int64
	for orgID, wxinfos := range wxbotsSet {
		var orgAiResponseInt, orgSopRunInt, orgFriendCountInt, orgGroupCountInt, orgAccountBalanceInt, orgConsumeTokenInt, orgActiveUserInt uint64
		var orgNewUserInt int64
		for _, wxinfo := range wxinfos {
			l.Logger.Infof("开始计算日数据:%d\n", yesterdayInt)

			hourDataBatch, _ := l.svcCtx.DB.UsageStatisticHour.Query().Where(
				usagestatistichour.Type(1),
				usagestatistichour.BotID(wxinfo.Wxid),
				usagestatistichour.AddtimeGTE(uint64(yesterdayFirstHourInt)),
				usagestatistichour.AddtimeLT(uint64(yesterdayLastHourInt)),
			).All(l.ctx)

			if hourDataBatch == nil {
				continue
			}
			var aiResponse, sopRun, totalFriend, totalGroup, accountBalance, consumeToken, activeUser uint64
			var newUser int64
			for _, hourData := range hourDataBatch {
				aiResponse += hourData.AiResponse
				sopRun += hourData.SopRun
				totalFriend = hourData.TotalFriend
				totalGroup = hourData.TotalGroup
				accountBalance = hourData.AccountBalance
				consumeToken += hourData.ConsumeToken
				//activeUser += hourData.ActiveUser
				newUser += hourData.NewUser
			}

			// 活跃好友：usage_detail 表 type = 1
			activeUsers, _ := l.svcCtx.DB.UsageDetail.Query().Where(
				usagedetail.Type(1),
				usagedetail.BotID(wxinfo.Wxid),
				usagedetail.CreatedAtGTE(yesterdayFirstHour),
				usagedetail.CreatedAtLT(yesterdayLastHour),
			).GroupBy(usagedetail.FieldReceiverID).Strings(l.ctx)
			activeUser = uint64(len(activeUsers))

			orgAiResponseInt += aiResponse
			orgSopRunInt += sopRun
			orgFriendCountInt += totalFriend
			orgGroupCountInt += totalGroup
			orgAccountBalanceInt += accountBalance
			orgConsumeTokenInt += consumeToken
			orgActiveUserInt += activeUser
			orgNewUserInt += newUser

			allDayAiResponseInt += aiResponse
			allDaySopRunInt += sopRun
			allDayFriendCountInt += totalFriend
			allDayGroupCountInt += totalGroup
			allDayAccountBalanceInt += accountBalance
			allDayConsumeTokenInt += consumeToken
			allDayActiveUserInt += activeUser
			allDayNewUserInt += newUser

			// 先判断该账号是否已经统计了日数据，如果已经统计了，就不需要再统计了
			dayDataCount, _ := l.svcCtx.DB.UsageStatisticDay.Query().Where(
				usagestatisticday.Type(1),
				usagestatisticday.BotID(wxinfo.Wxid),
				usagestatisticday.Addtime(uint64(yesterdayInt)),
			).Count(l.ctx)

			// 如果添加过了就略过
			if dayDataCount == 0 && yesterdayLastHourInt <= currentHourInt {
				_, err := l.svcCtx.DB.UsageStatisticDay.Create().
					SetAddtime(uint64(yesterdayInt)).
					SetType(1).
					SetBotID(wxinfo.Wxid).
					SetOrganizationID(wxinfo.OrganizationID).
					SetAiResponse(aiResponse).
					SetSopRun(sopRun).
					SetTotalFriend(totalFriend).
					SetTotalGroup(totalGroup).
					SetAccountBalance(accountBalance).
					SetConsumeToken(consumeToken).
					SetActiveUser(activeUser).
					SetNewUser(newUser).
					SetLabelDist(lc).
					Save(l.ctx)
				if err != nil {
					l.Errorf("create day data error:%v \n", err)
					continue
				}
			}
		}
		// 先判断该租户是否已经统计了日数据，如果已经统计了，就不需要再统计了
		dayDataCount, _ := l.svcCtx.DB.UsageStatisticDay.Query().Where(
			usagestatisticday.Type(1),
			usagestatisticday.OrganizationID(orgID),
			usagestatisticday.BotID(""),
			usagestatisticday.Addtime(uint64(yesterdayInt)),
		).Count(l.ctx)

		// 如果添加过了就略过
		if dayDataCount == 0 && yesterdayLastHourInt <= currentHourInt {
			_, err := l.svcCtx.DB.UsageStatisticDay.Create().
				SetAddtime(uint64(yesterdayInt)).
				SetType(1).
				SetOrganizationID(orgID).
				SetAiResponse(orgAiResponseInt).
				SetSopRun(orgSopRunInt).
				SetTotalFriend(orgFriendCountInt).
				SetTotalGroup(orgGroupCountInt).
				SetAccountBalance(orgAccountBalanceInt).
				SetConsumeToken(orgConsumeTokenInt).
				SetActiveUser(orgActiveUserInt).
				SetNewUser(orgNewUserInt).
				SetNotNilLabelDist(LabelsCountSet[orgID]).
				Save(l.ctx)
			if err != nil {
				l.Errorf("create day data error:%v \n", err)
				continue
			}
		}
	}

	// 先判断该租户是否已经统计了日数据，如果已经统计了，就不需要再统计了
	dayDataCount, _ := l.svcCtx.DB.UsageStatisticDay.Query().Where(
		usagestatisticday.Type(1),
		usagestatisticday.OrganizationID(0),
		usagestatisticday.BotID(""),
		usagestatisticday.Addtime(uint64(yesterdayInt)),
	).Count(l.ctx)

	// 如果添加过了就略过
	if dayDataCount == 0 && yesterdayLastHourInt <= currentHourInt {
		_, err = l.svcCtx.DB.UsageStatisticDay.Create().
			SetAddtime(uint64(yesterdayInt)).
			SetType(1).
			SetOrganizationID(0).
			SetAiResponse(allDayAiResponseInt).
			SetSopRun(allDaySopRunInt).
			SetTotalFriend(allDayFriendCountInt).
			SetTotalGroup(allDayGroupCountInt).
			SetAccountBalance(allDayAccountBalanceInt).
			SetConsumeToken(allDayConsumeTokenInt).
			SetActiveUser(allDayActiveUserInt).
			SetNewUser(allDayNewUserInt).
			SetLabelDist(lc).
			Save(l.ctx)
		if err != nil {
			l.Errorf("create day data error:%v \n", err)
		}
	}

	/*
		查看月表数据是否已经完成
		1. 查询出上月里所有 usagedetail 内容
		2. 挨个遍历他的 bot_id ,再查询他的 bot_id 相关的参数
		----------------------------------------------------------------------------------------------------------
	*/
	//monthStr := time.Now().Format("200601")
	//month, _ := strconv.Atoi(monthStr)
	//
	//var allMonthAiResponseInt, allMonthSopRunInt, allMonthFriendCountInt, allMonthGroupCountInt, allMonthAccountBalanceInt, allMonthConsumeTokenInt, allMonthActiveUserInt uint64
	//var allMonthNewUserInt int64
	//for orgID, wxinfos := range wxbotsSet {
	//	var orgAiResponseInt, orgSopRunInt, orgFriendCountInt, orgGroupCountInt, orgAccountBalanceInt, orgConsumeTokenInt, orgActiveUserInt uint64
	//	var orgNewUserInt int64
	//	for _, wxinfo := range wxinfos {
	//		l.Logger.Infof("开始计算月数据:%d\n", month)
	//
	//		// 获取上月的第一天
	//		monthFirstDay := time.Date(now.Year(), now.Month()-1, 1, 0, 0, 0, 0, now.Location())
	//		monthFirstDayInt, _ := strconv.Atoi(monthFirstDay.Format("20060102"))
	//
	//		// 获取上月的最后一天
	//		monthLastDay := time.Date(now.Year(), now.Month(), 1, 0, 0, 0, 0, now.Location())
	//		monthLastDayInt, _ := strconv.Atoi(monthLastDay.Format("20060102"))
	//
	//		// 先判断该账号是否已经统计了月数据，如果已经统计了，就不需要再统计了
	//		monthDataCount, _ := l.svcCtx.DB.UsageStatisticMonth.Query().Where(
	//			usagestatisticmonth.Type(1),
	//			usagestatisticmonth.BotID(wxinfo.Wxid),
	//			usagestatisticmonth.Addtime(uint64(month)),
	//		).Count(l.ctx)
	//
	//		// 如果添加过了就略过
	//		if monthDataCount > 0 {
	//			continue
	//		}
	//
	//		dayDataBatch, _ := l.svcCtx.DB.UsageStatisticDay.Query().Where(
	//			usagestatisticday.Type(1),
	//			usagestatisticday.BotID(wxinfo.Wxid),
	//			usagestatisticday.AddtimeGTE(uint64(monthFirstDayInt)),
	//			usagestatisticday.AddtimeLT(uint64(monthLastDayInt)),
	//		).All(l.ctx)
	//
	//		var aiResponse, sopRun, totalFriend, totalGroup, accountBalance, consumeToken, activeUser uint64
	//		var newUser int64
	//		for _, dayData := range dayDataBatch {
	//			aiResponse += dayData.AiResponse
	//			sopRun += dayData.SopRun
	//			totalFriend += dayData.TotalFriend
	//			totalGroup += dayData.TotalGroup
	//			accountBalance += dayData.AccountBalance
	//			consumeToken += dayData.ConsumeToken
	//			activeUser += dayData.ActiveUser
	//			newUser += dayData.NewUser
	//		}
	//		orgAiResponseInt += aiResponse
	//		orgSopRunInt += sopRun
	//		orgFriendCountInt += totalFriend
	//		orgGroupCountInt += totalGroup
	//		orgAccountBalanceInt += accountBalance
	//		orgConsumeTokenInt += consumeToken
	//		orgActiveUserInt += activeUser
	//		orgNewUserInt += newUser
	//
	//		allMonthAiResponseInt += aiResponse
	//		allMonthSopRunInt += sopRun
	//		allMonthFriendCountInt += totalFriend
	//		allMonthGroupCountInt += totalGroup
	//		allMonthAccountBalanceInt += accountBalance
	//		allMonthConsumeTokenInt += consumeToken
	//		allMonthActiveUserInt += activeUser
	//		allMonthNewUserInt += newUser
	//
	//		_, err := l.svcCtx.DB.UsageStatisticMonth.Create().
	//			SetAddtime(uint64(month)).
	//			SetType(1).
	//			SetBotID(wxinfo.Wxid).
	//			SetOrganizationID(wxinfo.OrganizationID).
	//			SetAiResponse(aiResponse).
	//			SetSopRun(sopRun).
	//			SetTotalFriend(totalFriend).
	//			SetTotalGroup(totalGroup).
	//			SetAccountBalance(accountBalance).
	//			SetConsumeToken(consumeToken).
	//			SetActiveUser(activeUser).
	//			SetNewUser(newUser).
	//			SetLabelDist(lc).
	//			Save(l.ctx)
	//		if err != nil {
	//			l.Errorf("create month data error:%v \n", err)
	//			continue
	//		}
	//	}
	//	// 先判断该租户是否已经统计了月数据，如果已经统计了，就不需要再统计了
	//	monthDataCount, _ := l.svcCtx.DB.UsageStatisticMonth.Query().Where(
	//		usagestatisticmonth.Type(1),
	//		usagestatisticmonth.OrganizationID(orgID),
	//		usagestatisticmonth.BotIDIsNil(),
	//		usagestatisticmonth.Addtime(uint64(month)),
	//	).Count(l.ctx)
	//
	//	// 如果添加过了就略过
	//	if monthDataCount > 0 {
	//		continue
	//	}
	//
	//	_, err := l.svcCtx.DB.UsageStatisticMonth.Create().
	//		SetAddtime(uint64(month)).
	//		SetType(1).
	//		SetOrganizationID(orgID).
	//		SetAiResponse(orgAiResponseInt).
	//		SetSopRun(orgSopRunInt).
	//		SetTotalFriend(orgFriendCountInt).
	//		SetTotalGroup(orgGroupCountInt).
	//		SetAccountBalance(orgAccountBalanceInt).
	//		SetConsumeToken(orgConsumeTokenInt).
	//		SetActiveUser(orgActiveUserInt).
	//		SetNewUser(orgNewUserInt).
	//		SetNotNilLabelDist(LabelsCountSet[orgID]).
	//		Save(l.ctx)
	//	if err != nil {
	//		l.Errorf("create month data error:%v \n", err)
	//		continue
	//	}
	//}
	//
	//_, err = l.svcCtx.DB.UsageStatisticMonth.Create().
	//	SetAddtime(uint64(month)).
	//	SetType(1).
	//	SetOrganizationID(0).
	//	SetAiResponse(allMonthAiResponseInt).
	//	SetSopRun(allMonthSopRunInt).
	//	SetTotalFriend(allMonthFriendCountInt).
	//	SetTotalGroup(allMonthGroupCountInt).
	//	SetAccountBalance(allMonthAccountBalanceInt).
	//	SetConsumeToken(allMonthConsumeTokenInt).
	//	SetActiveUser(allMonthActiveUserInt).
	//	SetNewUser(allMonthNewUserInt).
	//	SetNotNilLabelDist(lc).
	//	Save(l.ctx)
	//if err != nil {
	//	l.Errorf("create month data error:%v \n", err)
	//}

	finishTime := time.Now()
	l.Logger.Infof("This process cost %v", finishTime.Sub(startTime).String())
	return
}