timed_tasks/account_order/main.go

package main

import (
	"encoding/json"
	"errors"
	"fmt"
	"github.com/robfig/cron/v3"
	"go.uber.org/zap"
	"gorm.io/gorm"
	util "jygit.jydev.jianyu360.cn/data_processing/common_utils"
	"jygit.jydev.jianyu360.cn/data_processing/common_utils/log"
	"jygit.jydev.jianyu360.cn/data_processing/common_utils/mongodb"
	"sync"
	"time"
)

var (
	Mgo                     *mongodb.MongodbSim
	MgoP                    *mongodb.MongodbSim
	MgoSpider               *mongodb.MongodbSim
	AnalysisDB              *gorm.DB
	JianyuDB                *gorm.DB
	JianyuSubjectDB         *gorm.DB
	ClickhouseDB            *gorm.DB
	endTime                 string //取数据，时间范围的截止时间；如果为空，就取当前时间
	accountOrderPool        = make(chan DwdFAccountOrder, 5000)
	accountOrderChangePool  = make(chan DwdFAccountOrderChange, 5000)
	accountReturnPool       = make(chan DwdFAccountReturn, 5000)
	accountReturnChangePool = make(chan DwdFAccountReturnChange, 5000)
)

func main() {
	local, _ := time.LoadLocation("Asia/Shanghai")
	c := cron.New(cron.WithLocation(local), cron.WithSeconds())
	eid, err := c.AddFunc(GF.Cron.Spec, dealData) //tidb 数据库
	//eid, err := c.AddFunc(GF.Cron.Spec, dealDataForClickhouse) //Clickhouse数据库
	if err != nil {
		log.Info("main", zap.Any("AddFunc err", err))
	}
	log.Info("main", zap.Any("eid", eid))

	c.Start()
	defer c.Stop()

	select {}
}

// dealData 处理订单相关数据
func dealData() {
	//1.清空数据表
	endTime = time.Now().Format("2006-01-02 15:04:05")
	if GF.Cron.Url != "" {
		// 请求头
		headers := map[string]string{
			"Content-Type": "application/json",
		}

		// 请求体
		body := []byte(`{
			"msgtype": "text",
			"text": {
				"content": "开始清零订单回款数据",
				"mentioned_list":["@all"]
			}
		}`)
		_, err := HTTPRequest("POST", GF.Cron.Url, headers, body)
		if err != nil {
			log.Info("HTTPRequest ", zap.Error(err), zap.String("body", string(body)))
		}
	}
	truncateTables() //清空数据表
	log.Info("配置取值时间范围为空", zap.String("默认取值截止时间为：", endTime))
	//重新打开通道
	accountOrderPool = make(chan DwdFAccountOrder, 5000)
	accountOrderChangePool = make(chan DwdFAccountOrderChange, 5000)
	accountReturnPool = make(chan DwdFAccountReturn, 5000)
	accountReturnChangePool = make(chan DwdFAccountReturnChange, 5000)

	go saveData() //保存订单数据
	//go saveAccountOrder() //保存订单数据
	go dealAllDataAccountOrder2()
	//dealAllDataAccountOrder()              //1.处理归集后-存量剑鱼订单表-dwd_f_account_order
	go dealAllDataAccountOrderChangeRecord() //2.处理归集后-存量业绩表更表-dwd_f_account_order_change
	go dealAllDataAccountReturn()            //3.处理归集后-存量剑鱼回款表-dwd_f_account_return
	go dealAllDataAccountReturnChange()      //4.处理归集后-剑鱼回款变更表-dwd_f_account_return_change
}

func dealDataForClickhouse() {
	//1.清空数据表
	endTime = time.Now().Format("2006-01-02 15:04:05")
	if GF.Cron.Url != "" {
		// 请求头
		headers := map[string]string{
			"Content-Type": "application/json",
		}

		// 请求体
		body := []byte(`{
			"msgtype": "text",
			"text": {
				"content": "开始清空 Clickhouse 订单回款相关数据",
				"mentioned_list":["@all"]
			}
		}`)
		_, err := HTTPRequest("POST", GF.Cron.Url, headers, body)
		if err != nil {
			log.Info("HTTPRequest ", zap.Error(err), zap.String("body", string(body)))
		}
	}
	//clickhouse 数据清空
	truncateClickhouse()
	log.Info("配置取值时间范围为空", zap.String("默认取值截止时间为：", endTime))
	//重新打开通道
	accountOrderPool = make(chan DwdFAccountOrder, 5000)
	accountOrderChangePool = make(chan DwdFAccountOrderChange, 5000)
	accountReturnPool = make(chan DwdFAccountReturn, 5000)
	accountReturnChangePool = make(chan DwdFAccountReturnChange, 5000)

	go saveDataClickhouse() //保存订单数据
	go dealAllDataAccountOrder2()
	go dealAllDataAccountOrderChangeRecord() //2.处理归集后-存量业绩表更表-dwd_f_account_order_change
	go dealAllDataAccountReturn()            //3.处理归集后-存量剑鱼回款表-dwd_f_account_return
	go dealAllDataAccountReturnChange()      //4.处理归集后-剑鱼回款变更表-dwd_f_account_return_change

}

// dealAllDataAccountOrder2 处理归集后-存量剑鱼订单表-dwd_f_account_order
func dealAllDataAccountOrder2() {
	defer func() {
		if r := recover(); r != nil {
			log.Info("dealAllDataAccountOrder2 Panic recovered", zap.Any("reason", r))
		}
		log.Info("dealAllDataAccountOrder2 over")
	}()
	now := time.Now()
	var total int64
	AnalysisDB.Model(&DataexportOrder{}).Where("autoUpdate < ?", endTime).Count(&total)
	log.Info("dealAllDataAccountOrder", zap.Any("总数是", total))

	rowsPerPage := 100                           // 每页的数量
	totalPages := (int(total) / rowsPerPage) + 1 //总页数

	// 控制并发数的 channel，限制最大并发数量为 10
	concurrencyLimit := 5
	sem := make(chan struct{}, concurrencyLimit)
	var wg sync.WaitGroup // 等待所有协程完成

	// 启动多协程处理
	for i := 0; i < totalPages; i++ {
		wg.Add(1) // 增加一个 WaitGroup 计数
		go func(page int) {
			defer wg.Done() // 完成时减去一个计数
			// 获取并发信号，限制同时处理的协程数
			sem <- struct{}{}        // 向 channel 中发送一个空结构体，占用一个槽位
			defer func() { <-sem }() // 在协程结束时从 channel 中取出，释放一个槽位

			offset := page * rowsPerPage
			rows, err := AnalysisDB.Model(&DataexportOrder{}).Where("autoUpdate < ?", endTime).
				Order("id desc").Offset(offset).Limit(rowsPerPage).Rows()
			if err != nil {
				log.Info("dealAllDataAccountOrder, Rows Error", zap.Error(err))
				return
			}
			defer func() {
				err = rows.Close()
				if err != nil {
					log.Info("Err rows.Close", zap.Error(err))
				}
			}()

			log.Info("dealAllDataAccountOrder ", zap.Int("current page", page))

			// 处理每一行数据
			for rows.Next() {
				var dataExOrder DataexportOrder       //原来的订单表
				var accountOrder DwdFAccountOrder     //归集后的订单表
				var user1 DwdFUserbaseBaseinfo        //个人用户表
				var returnRecord ReturnMoneyRecord    //原来的回款表
				var returnRecords []ReturnMoneyRecord //原来的回款表
				var contract Contract                 //合同表
				// ScanRows 方法用于将一行记录扫描至结构体
				err = AnalysisDB.ScanRows(rows, &dataExOrder)
				if err != nil {
					log.Info("dealAllDataAccountOrder,ScanRows err ", zap.Error(err))
				}

				filter := dataExOrder.Filter
				filterMap := make(map[string]interface{})
				if filter != "" {
					err = json.Unmarshal([]byte(filter), &filterMap)
					if err != nil {
						log.Info("dealAllDataAccountOrder, filter.json.Unmarshal", zap.Error(err))
					}
				}

				//订单编号不为空
				if dataExOrder.OrderCode != "" {
					// 业务逻辑...
					accountOrder.OrderCode = dataExOrder.OrderCode
					var osr OrderSaleRecord //原来的业绩变更表
					err = JianyuDB.Order("id asc").Where("ordercode = ? ", dataExOrder.OrderCode).First(&osr).Error
					if err != nil && !errors.Is(err, gorm.ErrRecordNotFound) {
						log.Info("dealAllDataAccountOrder", zap.Error(err))
					}
					//有业绩表更表记录
					if osr.ID > 0 {
						if osr.SalerName == "-" {
							accountOrder.SalerName = "运营"
						} else {
							accountOrder.SalerName = osr.SalerName
						}
						accountOrder.SalerDept = osr.SalerDept
					}
					accountOrder.CompanyName = dataExOrder.CompanyName
					if len(dataExOrder.UserID) > 20 { //个人身份
						err = JianyuSubjectDB.Where("userid = ? ", dataExOrder.UserID).First(&user1).Error
						if err != nil && !errors.Is(err, gorm.ErrRecordNotFound) {
							log.Info("dealAllDataAccountOrder", zap.Error(err))
						}
						accountOrder.UserRegtime = user1.LRegistedate
					} else {
						//企业身份
						rs := new(struct {
							PositionId   int        `gorm:"column:position_id"`
							LRegistedate *time.Time `gorm:"column:l_registedate"`
						})
						if dataExOrder.UserID != "" {
							sql := fmt.Sprintf(`SELECT im.position_id,ub.l_registedate FROM
				(SELECT userid,position_id FROM Jianyu_subjectdb.dwd_f_userbase_id_mapping WHERE position_id = %s) im
				LEFT JOIN Jianyu_subjectdb.dwd_f_userbase_baseinfo ub
					ON im.userid=ub.userid`, dataExOrder.UserID)
							err = JianyuSubjectDB.Raw(sql).Scan(&rs).Error
							if err != nil {
								log.Info("处理用户订单表数据", zap.String("查询企业用户注册时间失败", dataExOrder.UserID))
							}
							accountOrder.UserRegtime = rs.LRegistedate
						}
					}

					accountOrder.CreateTime = dataExOrder.CreateTime
					if dataExOrder.IsBackstageOrder == 0 { //线上订单
						accountOrder.ReturnTime = dataExOrder.PayTime
						accountOrder.TotalReceived = util.IntAll(filterMap["originalAmount"]) //累计已收
					} else if dataExOrder.IsBackstageOrder == 1 {
						err = AnalysisDB.Where("order_code = ? ", dataExOrder.OrderCode).Where("state = 1").Order("return_time asc").First(&returnRecord).Error
						if err != nil && !errors.Is(err, gorm.ErrRecordNotFound) {
							log.Info("dealAllDataAccountOrder", zap.Error(err))
						}
						accountOrder.ReturnTime = returnRecord.ReturnTime
						err = AnalysisDB.Where("order_code = ? ", dataExOrder.OrderCode).Find(&returnRecords).Error
						if err != nil && !errors.Is(err, gorm.ErrRecordNotFound) {
							log.Info("dealAllDataAccountOrder", zap.Error(err))
						}
						totalMoney := 0
						if len(returnRecords) > 0 {
							for _, v := range returnRecords {
								totalMoney += v.ReturnMoney
							}
						}
						accountOrder.TotalReceived = totalMoney
					}
					accountOrder.SaleTime = dataExOrder.SaleTime
					accountOrder.OriginalPrice = dataExOrder.OriginalPrice
					//合同金额
					if util.IntAll(filterMap["originalAmount"]) != 0 {
						accountOrder.ContractMoney = util.IntAll(filterMap["originalAmount"])
					} else {
						if dataExOrder.IsBackstageOrder == 0 { //线上订单
							accountOrder.ContractMoney = dataExOrder.OrderMoney
						} else {
							accountOrder.ContractMoney = dataExOrder.PayMoney
						}
					}
					accountOrder.Commission = dataExOrder.Commission
					accountOrder.ProceduresMoney = dataExOrder.ProceduresMoney
					accountOrder.ReceivableAmount = accountOrder.ContractMoney - accountOrder.Commission - accountOrder.ProceduresMoney
					accountOrder.ProductType = dataExOrder.ProductType
					if dataExOrder.ProductType == "大会员" || dataExOrder.ProductType == "大会员-子账号" || dataExOrder.ProductType == "大会员-补充包" {
						switch util.IntAll(filterMap["level"]) {
						case 1:
							accountOrder.DataSpec = "专家版"
						case 2:
							accountOrder.DataSpec = "智慧版"
						case 3:
							accountOrder.DataSpec = "商机版"
						case 4:
							accountOrder.DataSpec = "试用版"
						case 5:
							accountOrder.DataSpec = "定制版"
						case 6:
							accountOrder.DataSpec = "商机版2.0"
						case 7:
							accountOrder.DataSpec = "专家版2.0"
						}
						//付费类型  VipType
						switch util.IntAll(filterMap["recordPayType"]) {
						case 1:
							accountOrder.VipType = "购买"
						case 2:
							accountOrder.VipType = "续费"
						case 3:
							accountOrder.VipType = "升级"
						case 4:
							accountOrder.VipType = "试用"
						}
					} else {
						accountOrder.DataSpec = dataExOrder.DataSpec
						////付费类型  VipType
						switch dataExOrder.VipType {
						case 0:
							accountOrder.VipType = "购买"
						case 1:
							accountOrder.VipType = "续费"
						case 2:
							accountOrder.VipType = "升级"
						case 3:
							accountOrder.VipType = "试用"
						}
					}
					//OrderStatus 订单状态
					if dataExOrder.RefundStatus == 1 || dataExOrder.RefundStatus == 2 {
						accountOrder.OrderStatus = "已完成"
					} else {
						switch dataExOrder.OrderStatus {
						case 1:
							accountOrder.OrderStatus = "已完成"
						case -1:
							accountOrder.OrderStatus = "逻辑删除"
						case -2:
							accountOrder.OrderStatus = "已取消"
						case -3:
							accountOrder.OrderStatus = "已取消"
						case 0:
							accountOrder.OrderStatus = "未完成"
						}
					}
					//回款状态
					if dataExOrder.IsBackstageOrder == 0 {
						if accountOrder.OrderStatus == "已完成" {
							accountOrder.ReturnStatus = "全额回款"
						} else {
							accountOrder.ReturnStatus = "未回款"
						}
					} else if dataExOrder.IsBackstageOrder == 1 {
						// 回款状态
						switch dataExOrder.ReturnStatus {
						case 1:
							accountOrder.ReturnStatus = "全额回款"
						case 2:
							accountOrder.ReturnStatus = "部分回款"
						case 0:
							accountOrder.ReturnStatus = "未回款"
						}
					}
					//refund_status 退款状态
					switch dataExOrder.RefundStatus {
					case 0:
						accountOrder.RefundStatus = "未退款"
					case 1:
						accountOrder.RefundStatus = "全额退款"
					case 2:
						accountOrder.RefundStatus = "部分退款"
					}
					//
					accountOrder.UserPhone = dataExOrder.UserPhone
					accountOrder.UserID = dataExOrder.UserID
					if dataExOrder.VipStarttime == nil || dataExOrder.VipStarttime.Year() > 1000 {
						accountOrder.VipStarttime = dataExOrder.VipStarttime
						accountOrder.VipEndtime = dataExOrder.VipEndtime
					}
					// 合同状态
					err = AnalysisDB.Where("order_code = ? ", dataExOrder.OrderCode).Find(&contract).Error
					if err != nil && !errors.Is(err, gorm.ErrRecordNotFound) {
						log.Info("dealAllDataAccountOrder", zap.Error(err))
					}
					if contract.ContractStatus == 1 {
						accountOrder.ContractStatus = "已签协议"
					} else if contract.ContractStatus == 0 {
						accountOrder.ContractStatus = "未签协议"
					}
					accountOrder.ContractCode = contract.ContractCode
					accountOrder.ContractTime = contract.ContractTime
					if dataExOrder.SigningSubject == "h01" {
						accountOrder.SigningSubject = "北京剑鱼信息技术有限公司"
					} else if dataExOrder.SigningSubject == "h02" {
						accountOrder.SigningSubject = "北京拓普丰联信息科技股份有限公司"
					}
					accountOrder.OrderChannel = dataExOrder.OrderChannel
					accountOrder.DistributionChannel = osr.DistributionChannel
					if dataExOrder.IsBackstageOrder == 1 {
						accountOrder.IsBackstageOrder = "是"
					} else {
						accountOrder.IsBackstageOrder = "否"
					}
					switch dataExOrder.PayWay {
					case "ali", "ali_app", "ali_pc": //ali、ali_app、ali_pc 处理为“支付宝”
						accountOrder.PayWay = "支付宝"
					case "wx", "wx_app", "wx_js", "wx_pc": // wx、wx_app、wx_js、wx_pc 处理为“微信”
						accountOrder.PayWay = "微信"
					case "transferAccounts":
						accountOrder.PayWay = "对公转账"
					default:
						accountOrder.PayWay = dataExOrder.PayWay
					}
					//生成订单数据
					accountOrderPool <- accountOrder
					//err = AnalysisDB.Create(&accountOrder).Error
					//if err != nil {
					//	log.Info("dealAllDataAccountOrder Create ", zap.Error(err))
					//}
				}
			}
		}(i)
	}

	// 等待所有协程处理完成
	wg.Wait()

	log.Info("dealAllDataAccountOrder 迭代结束", zap.Int64("数据总量", total))
	close(accountOrderPool)
	log.Info("dealAllDataAccountOrder", zap.Any("处理时长", time.Since(now).Minutes()))
}

// saveData 保存数据
func saveData() {
	var wg sync.WaitGroup
	// 启动保存每个通道数据的goroutine
	wg.Add(4) // 因为有4个通道

	//1.DwdFAccountOrder
	go func() {
		defer wg.Done()  // 完成时减少计数器
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountOrder
		for accountOrder := range accountOrderPool {
			batch = append(batch, accountOrder)
			if len(batch) >= batchSize {
				err := AnalysisDB.Model(DwdFAccountOrder{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveData DwdFAccountOrder", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := AnalysisDB.Model(DwdFAccountOrder{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveData DwdFAccountOrder", zap.Error(err))
			}
		}
	}()
	//2.DwdFAccountOrderChange
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountOrderChange
		for accountOrderChange := range accountOrderChangePool {
			batch = append(batch, accountOrderChange)
			if len(batch) >= batchSize {
				err := AnalysisDB.Model(DwdFAccountOrderChange{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveData DwdFAccountOrderChange", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := AnalysisDB.Model(DwdFAccountOrderChange{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveData DwdFAccountOrderChange", zap.Error(err))
			}
		}
	}()
	//3.DwdFAccountReturn
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountReturn
		for accountReturn := range accountReturnPool {
			batch = append(batch, accountReturn)
			if len(batch) >= batchSize {
				err := AnalysisDB.Model(DwdFAccountReturn{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveData DwdFAccountReturn", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := AnalysisDB.Model(DwdFAccountReturn{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveData DwdFAccountReturn", zap.Error(err))
			}
		}
	}()
	//4.DwdFAccountReturnChange
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountReturnChange
		for accountReturnChange := range accountReturnChangePool {
			batch = append(batch, accountReturnChange)
			if len(batch) >= batchSize {
				err := AnalysisDB.Model(DwdFAccountReturnChange{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveData DwdFAccountReturnChange", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := AnalysisDB.Model(DwdFAccountReturnChange{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveData DwdFAccountReturnChange", zap.Error(err))
			}
		}
	}()

	// 等待所有goroutine完成
	wg.Wait()

	// 所有通道的数据都处理完毕后打印日志
	log.Info("All account data has been processed and saved successfully.")
	if GF.Cron.Url != "" {
		// 请求头
		headers := map[string]string{
			"Content-Type": "application/json",
		}
		// 请求体
		body := []byte(`{
			"msgtype": "text",
			"text": {
				"content": "订单回款数据处理完毕",
				"mentioned_list":["@all"]
			}
		}`)
		_, err := HTTPRequest("POST", GF.Cron.Url, headers, body)
		if err != nil {
			log.Info("HTTPRequest ", zap.Error(err), zap.String("body", string(body)))
		}
	}

}

// saveDataClickhouse 保存数据，Clickhouse
func saveDataClickhouse() {
	var wg sync.WaitGroup
	//// 启动保存每个通道数据的goroutine
	wg.Add(4) // 因为有4个通道
	//1.DwdFAccountOrder
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountOrder
		for accountOrder := range accountOrderPool {
			accountOrder.SaleTime = validateAndFormatDate(accountOrder.SaleTime)
			accountOrder.ReturnTime = validateAndFormatDate(accountOrder.ReturnTime)
			accountOrder.RefundTime = validateAndFormatDate(accountOrder.RefundTime)
			batch = append(batch, accountOrder)
			if len(batch) >= batchSize {
				err := ClickhouseDB.Model(DwdFOrder{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveDataClickhouse DwdFOrder", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := ClickhouseDB.Model(DwdFOrder{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveDataClickhouse DwdFOrder", zap.Error(err))
			}
		}
	}()
	//

	//2.DwdFAccountOrderChange
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountOrderChange
		for accountOrderChange := range accountOrderChangePool {
			accountOrderChange.SaleTime = validateAndFormatDate(accountOrderChange.SaleTime)
			accountOrderChange.ContractTime = validateAndFormatDate(accountOrderChange.ContractTime)
			batch = append(batch, accountOrderChange)
			if len(batch) >= batchSize {
				err := ClickhouseDB.Model(DwdFOrderChange{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveDataClickhouse DwdFOrderChange", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := ClickhouseDB.Model(DwdFOrderChange{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveDataClickhouse DwdFOrderChange", zap.Error(err))
			}
		}
	}()
	//3.DwdFAccountReturn
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountReturn
		for accountReturn := range accountReturnPool {
			accountReturn.SaleTime = validateAndFormatDate(accountReturn.SaleTime)
			accountReturn.ReturnTime = validateAndFormatDate(accountReturn.ReturnTime)
			batch = append(batch, accountReturn)
			if len(batch) >= batchSize {
				err := ClickhouseDB.Model(DwdFReturn{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveDataClickhouse DwdFReturn", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := ClickhouseDB.Model(DwdFReturn{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveDataClickhouse DwdFReturn", zap.Error(err))
			}
		}

	}()
	//4.DwdFAccountReturnChange
	go func() {
		defer wg.Done()
		batchSize := 100 // 设置批量插入大小
		var batch []DwdFAccountReturnChange
		for accountReturnChange := range accountReturnChangePool {
			accountReturnChange.SaleTime = validateAndFormatDate(accountReturnChange.SaleTime)
			accountReturnChange.ReturnTime = validateAndFormatDate(accountReturnChange.ReturnTime)
			batch = append(batch, accountReturnChange)
			if len(batch) >= batchSize {
				err := ClickhouseDB.Model(DwdFReturnChange{}).CreateInBatches(batch, batchSize).Error
				if err != nil {
					log.Info("saveDataClickhouse DwdFReturnChange", zap.Error(err))
				}
				batch = nil // 清空当前批次
			}
		}
		// 插入剩余的批次
		if len(batch) > 0 {
			err := ClickhouseDB.Model(DwdFReturnChange{}).CreateInBatches(batch, len(batch)).Error
			if err != nil {
				log.Info("saveDataClickhouse DwdFReturnChange", zap.Error(err))
			}
		}
	}()

	// 等待所有goroutine完成
	wg.Wait()

	// 所有通道的数据都处理完毕后打印日志
	log.Info("All clickhouse data has been processed and saved successfully.")
	if GF.Cron.Url != "" {
		// 请求头
		headers := map[string]string{
			"Content-Type": "application/json",
		}
		// 请求体
		body := []byte(`{
			"msgtype": "text",
			"text": {
				"content": "Clickhouse 订单回款数据处理完毕",
				"mentioned_list":["@all"]
			}
		}`)
		_, err := HTTPRequest("POST", GF.Cron.Url, headers, body)
		if err != nil {
			log.Info("HTTPRequest ", zap.Error(err), zap.String("body", string(body)))
		}
	}

}

// truncateTables 清空订单相关数据表
func truncateTables() {
	var (
		account_order         DwdFAccountOrder
		account_order_change  DwdFAccountOrderChange
		account_return        DwdFAccountReturn
		account_return_change DwdFAccountReturnChange
	)

	table1 := account_order.TableName()
	table2 := account_order_change.TableName()
	table3 := account_return.TableName()
	table4 := account_return_change.TableName()

	// 清空表 1
	db, err := AnalysisDB.DB()
	if err != nil {
		panic("获取数据库连接对象失败：" + err.Error())
	}
	_, err = db.Exec(fmt.Sprintf("TRUNCATE TABLE %s", table1))
	if err != nil {
		log.Info("清空失败", zap.String("数据表", table1))
	}
	_, err = db.Exec(fmt.Sprintf("TRUNCATE TABLE %s", table2))
	if err != nil {
		log.Info("清空失败", zap.String("数据表", table2))
	}

	_, err = db.Exec(fmt.Sprintf("TRUNCATE TABLE %s", table3))
	if err != nil {
		log.Info("清空失败", zap.String("数据表", table3))
	}

	_, err = db.Exec(fmt.Sprintf("TRUNCATE TABLE %s", table4))
	if err != nil {
		log.Info("清空失败", zap.String("数据表", table4))
	}

	log.Info("所有数据表清空完毕", zap.String("数据表是：", fmt.Sprintf("%s,%s,%s,%s", table1, table2, table3, table4)))
}