eta_chart_lib/services/data/edb_info.go

package data

import (
	"errors"
	"eta_gn/eta_chart_lib/models"
	"eta_gn/eta_chart_lib/models/data_manage"
	"eta_gn/eta_chart_lib/services/alarm_msg"
	"eta_gn/eta_chart_lib/utils"
	"fmt"
	"math"
	"sort"
	"time"

	"github.com/shopspring/decimal"
)

func EdbInfoRefreshAllFromBaseBak(edbInfoIdList []int, refreshAll bool) (err error, errmsg string) {
	defer func() {
		if err != nil {
			fmt.Println("EdbInfoRefreshAllFromBaseV2 Err:" + err.Error() + ";errmsg:" + errmsg)
			go alarm_msg.SendAlarmMsg("EdbInfoRefreshFromBaseV2,Err"+err.Error()+";errMsg:"+errmsg, 3)
		}
	}()

	newBaseEdbInfoArr, newBasePredictEdbInfoArr, newCalculateMap, newPredictCalculateMap, calculateArr, predictCalculateArr, err, errmsg := getRefreshEdbInfoListByIds(edbInfoIdList)
	if err != nil {
		return
	}

	var startDate string
	for _, bv := range newBaseEdbInfoArr {

		startDate = utils.BaseEdbRefreshStartDate
		if !refreshAll { //不是刷新所有数据，用结束时间减去对应期数作为起始日期去刷新
			sDate := bv.EndDate
			if sDate == `` || sDate == `0000-00-00` {
				sDate = utils.BaseEdbRefreshStartDate
			}
			sTime, tmpErr := time.ParseInLocation(utils.FormatDate, sDate, time.Local)
			if tmpErr != nil {
				err = tmpErr
				errmsg = err.Error()
				return
			}
			frequency := bv.Frequency
			var limitDay int
			switch frequency {
			case "日度":
				limitDay = utils.DATA_REFRESH
			case "周度":
				limitDay = utils.DATA_REFRESH * 7
			case "月度":
				limitDay = utils.DATA_REFRESH * 30
			case "季度":
				limitDay = utils.DATA_REFRESH * 90
			case "年度":
				limitDay = utils.DATA_REFRESH * 365
			default:
				limitDay = utils.DATA_REFRESH
			}
			startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
		}
		result, tmpErr := RefreshEdbData(bv.EdbInfoId, bv.Source, bv.SubSource, bv.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(bv.EdbInfoId, "RefreshBaseEdbData err", time.Now())
			errmsg = "RefreshBaseEdbData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(bv.EdbInfoId, "RefreshBaseEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(bv.EdbInfoId, "RefreshBaseEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败, err:", errmsg)
			return
		}

		fmt.Println("end newBaseEdbInfoArr:", bv, time.Now())
	}

	for _, v := range calculateArr {
		edbInfo := newCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshEdbCalculateData err", time.Now())
			errmsg = "RefreshEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}

	for _, v := range predictCalculateArr {
		edbInfo := newPredictCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_PREDICT_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshPredictEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshPredictEdbCalculateData err", time.Now())
			errmsg = "RefreshPredictEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}

	{
		predictEdbInfoIdList := make([]int, 0)
		for _, v := range newBasePredictEdbInfoArr {
			predictEdbInfoIdList = append(predictEdbInfoIdList, v.EdbInfoId)
		}
		fmt.Println("predictEdbConfCalculateMappingDetailList:", predictEdbInfoIdList)
		predictEdbConfCalculateMappingDetailList, tmpErr := data_manage.GetPredictEdbConfCalculateMappingDetailListByEdbInfoId(predictEdbInfoIdList)
		if tmpErr != nil {
			err = tmpErr
			errmsg = fmt.Sprint("更新动态环差值时，获取数据失败:" + err.Error())
			return
		}
		for _, bv := range predictEdbConfCalculateMappingDetailList {
			result, tmpErr := RefreshEdbData(bv.EdbInfoId, utils.DATA_SOURCE_PREDICT, utils.DATA_SUB_SOURCE_EDB, bv.EdbCode, "")
			if tmpErr != nil {
				err = tmpErr
				fmt.Println(bv.EdbInfoId, "RefreshBasePredictEdbData err", time.Now())
				errmsg = "RefreshBasePredictEdbData Err:" + err.Error()
				return
			}
			if result.Ret != 200 {
				fmt.Println(bv.EdbInfoId, "RefreshBasePredictEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
				errmsg = fmt.Sprint(bv.EdbInfoId, "RefreshBasePredictEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
				err = errors.New("刷新失败:" + errmsg)
				return
			}
			fmt.Println("end predictEdbConfCalculateMappingDetailList:", bv, time.Now())
		}
	}

	for _, v := range predictCalculateArr {
		edbInfo := newPredictCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_PREDICT_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshPredictEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshPredictEdbCalculateData err", time.Now())
			errmsg = "RefreshPredictEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}
	return
}

func getRefreshEdbInfoListByIds(edbInfoIdList []int) (newBaseEdbInfoArr, newBasePredictEdbInfoArr []*data_manage.EdbInfo, newCalculateMap, newPredictCalculateMap map[int]*data_manage.EdbInfo, calculateArr, predictCalculateArr []int, err error, errMsg string) {
	calculateList, err := data_manage.GetEdbInfoAllCalculateByEdbInfoIdList(edbInfoIdList)
	if err != nil && !utils.IsErrNoRow(err) {
		err = errors.New("GetEdbInfoAllCalculate Err:" + err.Error())
		return
	}
	edbInfoList, err := data_manage.GetEdbInfoByIdList(edbInfoIdList)
	if err != nil {
		err = errors.New("GetEdbInfoAllCalGetEdbInfoByIdr:" + err.Error())
		return
	}

	baseEdbInfoArr := make([]*data_manage.EdbInfo, 0)          // 基础普通指标
	calculateInfoArr := make([]*data_manage.EdbInfo, 0)        //基础运算指标
	basePredictEdbInfoArr := make([]*data_manage.EdbInfo, 0)   // 预测普通指标
	predictCalculateInfoArr := make([]*data_manage.EdbInfo, 0) //预测运算指标

	for _, baseEdbInfo := range edbInfoList {
		if baseEdbInfo.EdbInfoType == 0 { //普通指标
			switch baseEdbInfo.EdbType {
			case 1: //基础指标
				baseEdbInfoArr = append(baseEdbInfoArr, baseEdbInfo)
			case 2: //计算指标
				calculateList = append(calculateList, baseEdbInfo)
			}
		} else { //预测指标
			switch baseEdbInfo.EdbType {
			case 1: //基础指标
				basePredictEdbInfoArr = append(basePredictEdbInfoArr, baseEdbInfo)
			case 2: //计算指标
				predictCalculateInfoArr = append(predictCalculateInfoArr, baseEdbInfo)
			}
		}
	}

	for _, v := range calculateList {
		getBaseEdbInfoArr, getCalculateInfoArr, tmpErr := data_manage.GetRefreshEdbInfoFromBase(v.EdbInfoId, v.Source)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println("GetRefreshEdbInfoFromBase err:" + err.Error())
			errMsg = "获取需要刷新的指标失败:Err:" + err.Error()
			return
		}
		for _, tmpEdbInfo := range getBaseEdbInfoArr {
			switch tmpEdbInfo.EdbInfoType {
			case 0: //普通基础指标
				baseEdbInfoArr = append(baseEdbInfoArr, tmpEdbInfo)
			case 1: //预测基础指标
				basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
			}
		}

		for _, tmpEdbInfo := range getCalculateInfoArr {
			switch tmpEdbInfo.EdbInfoType {
			case 0: //普通运算指标
				calculateInfoArr = append(calculateInfoArr, tmpEdbInfo)
			case 1: //预测运算指标
				if tmpEdbInfo.EdbType == 1 { //预测普通指标
					basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
				} else {
					predictCalculateInfoArr = append(predictCalculateInfoArr, tmpEdbInfo)
				}
			}
		}
		switch v.EdbInfoType {
		case 0: //普通运算指标
			calculateInfoArr = append(calculateInfoArr, v)
		case 1: //预测运算指标
			if v.EdbType == 1 { //预测普通指标
				basePredictEdbInfoArr = append(basePredictEdbInfoArr, v)
			} else {
				predictCalculateInfoArr = append(predictCalculateInfoArr, v)
			}
		}
	}

	for _, v := range predictCalculateInfoArr {
		getBaseEdbInfoArr, getCalculateInfoArr, tmpErr := data_manage.GetRefreshEdbInfoFromBase(v.EdbInfoId, v.Source)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println("GetRefreshEdbInfoFromBase err:" + err.Error())
			errMsg = "获取需要刷新的指标失败:Err:" + err.Error()
			return
		}
		for _, tmpEdbInfo := range getBaseEdbInfoArr {
			switch tmpEdbInfo.EdbInfoType {
			case 0: //普通基础指标
				baseEdbInfoArr = append(baseEdbInfoArr, tmpEdbInfo)
			case 1: //预测基础指标
				if tmpEdbInfo.EdbType == 1 { //预测普通指标
					basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
				} else {
					predictCalculateInfoArr = append(predictCalculateInfoArr, tmpEdbInfo)
				}
			}
		}

		for _, tmpEdbInfo := range getCalculateInfoArr {
			switch tmpEdbInfo.EdbInfoType {
			case 0: //普通运算指标
				calculateInfoArr = append(calculateInfoArr, tmpEdbInfo)
			case 1: //预测运算指标
				if tmpEdbInfo.EdbType == 1 { //预测普通指标
					basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
				} else {
					predictCalculateInfoArr = append(predictCalculateInfoArr, tmpEdbInfo)
				}
			}
		}
		switch v.EdbInfoType {
		case 0: //普通运算指标
			calculateInfoArr = append(calculateInfoArr, v)
		case 1: //预测运算指标
			if v.EdbType == 1 { //预测普通指标
				basePredictEdbInfoArr = append(basePredictEdbInfoArr, v)
			} else {
				predictCalculateInfoArr = append(predictCalculateInfoArr, v)
			}
		}
	}

	newCalculateMap = make(map[int]*data_manage.EdbInfo)
	for _, v := range calculateInfoArr {
		if _, ok := newCalculateMap[v.EdbInfoId]; !ok {
			calculateArr = append(calculateArr, v.EdbInfoId)
		}
		newCalculateMap[v.EdbInfoId] = v
	}

	if len(basePredictEdbInfoArr) > 0 {
		basePredictEdbInfoIdList := make([]int, 0)
		for _, v := range basePredictEdbInfoArr {
			basePredictEdbInfoIdList = append(basePredictEdbInfoIdList, v.EdbInfoId)
		}
		baseEdbInfoList, tmpErr := data_manage.GetPredictEdbInfoAllCalculate(basePredictEdbInfoIdList)
		if tmpErr != nil {
			err = tmpErr
			return
		}

		tmpCalculateList := make([]*data_manage.EdbInfo, 0)
		for _, v := range baseEdbInfoList {
			switch v.EdbType {
			case 1:
				baseEdbInfoArr = append(baseEdbInfoArr, v)
			case 2:
				if _, ok := newCalculateMap[v.EdbInfoId]; !ok {
					tmpCalculateList = append(tmpCalculateList, v)
				}
			}
		}

		for _, v := range tmpCalculateList {
			getBaseEdbInfoArr, getCalculateInfoArr, tmpErr := data_manage.GetRefreshEdbInfoFromBase(v.EdbInfoId, v.Source)
			if tmpErr != nil {
				err = tmpErr
				fmt.Println("GetRefreshEdbInfoFromBase err:" + err.Error())
				errMsg = "获取需要刷新的指标失败:Err:" + err.Error()
				return
			}

			for _, tmpEdbInfo := range getBaseEdbInfoArr {
				switch tmpEdbInfo.EdbInfoType {
				case 0: //普通基础指标
					baseEdbInfoArr = append(baseEdbInfoArr, tmpEdbInfo)
				case 1: //预测基础指标
					basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
				}
			}

			for _, tmpEdbInfo := range getCalculateInfoArr {
				switch tmpEdbInfo.EdbInfoType {
				case 0: //普通运算指标
					calculateInfoArr = append(calculateInfoArr, tmpEdbInfo)
				case 1: //预测运算指标
					if tmpEdbInfo.EdbType == 1 { //预测普通指标
						basePredictEdbInfoArr = append(basePredictEdbInfoArr, tmpEdbInfo)
					} else {
						predictCalculateInfoArr = append(predictCalculateInfoArr, tmpEdbInfo)
					}
				}
			}
			switch v.EdbInfoType {
			case 0: //普通运算指标
				calculateInfoArr = append(calculateInfoArr, v)
			case 1: //预测运算指标
				if v.EdbType == 1 { //预测普通指标
					basePredictEdbInfoArr = append(basePredictEdbInfoArr, v)
				} else {
					predictCalculateInfoArr = append(predictCalculateInfoArr, v)
				}
			}
		}

		for _, v := range calculateInfoArr {
			if _, ok := newCalculateMap[v.EdbInfoId]; !ok {
				calculateArr = append(calculateArr, v.EdbInfoId)
			}
			newCalculateMap[v.EdbInfoId] = v
		}
	}

	newBaseEdbInfoArr = make([]*data_manage.EdbInfo, 0)
	baseMap := make(map[int]int)
	for _, v := range baseEdbInfoArr {
		if _, ok := baseMap[v.EdbInfoId]; !ok {
			newBaseEdbInfoArr = append(newBaseEdbInfoArr, v)
		}
		baseMap[v.EdbInfoId] = v.EdbInfoId
	}

	sort.Ints(calculateArr)

	newBasePredictEdbInfoArr = make([]*data_manage.EdbInfo, 0)
	basePredictMap := make(map[int]int)
	for _, v := range basePredictEdbInfoArr {
		if _, ok := basePredictMap[v.EdbInfoId]; !ok {
			newBasePredictEdbInfoArr = append(newBasePredictEdbInfoArr, v)
		}
		basePredictMap[v.EdbInfoId] = v.EdbInfoId
	}

	newPredictCalculateMap = make(map[int]*data_manage.EdbInfo)
	for _, v := range predictCalculateInfoArr {
		if _, ok := newPredictCalculateMap[v.EdbInfoId]; !ok {
			predictCalculateArr = append(predictCalculateArr, v.EdbInfoId)
		}
		newPredictCalculateMap[v.EdbInfoId] = v
	}
	sort.Ints(predictCalculateArr)

	return
}

func GetEdbSourceByEdbInfoIdList(chartEdbInfoMappingList []*models.ChartEdbInfoMapping) (sourceNameList, sourceNameEnList []string) {
	sourceNameList = make([]string, 0)
	sourceNameEnList = make([]string, 0)
	sourceMap := make(map[int]string)
	for _, v := range chartEdbInfoMappingList {
		if v.EdbType == 2 || v.EdbInfoCategoryType == 1 {
			baseEdbInfoArr, _, _ := data_manage.GetRefreshEdbInfoFromBase(v.EdbInfoId, v.Source)
			for _, baseEdbInfo := range baseEdbInfoArr {
				if baseEdbInfo.EdbInfoType == 0 { //普通指标才参与，预测指标不参与
					sourceMap[baseEdbInfo.Source] = baseEdbInfo.SourceName
				}
			}
		} else {
			sourceMap[v.Source] = v.SourceName
		}
	}

	for source, sourceName := range sourceMap {
		if utils.InArrayByInt([]int{utils.DATA_SOURCE_MANUAL}, source) {
			continue
		}
		sourceNameList = append(sourceNameList, sourceName)

		sourceNameEn, ok := utils.DataSourceEnMap[source]
		if !ok {
			sourceNameEn = sourceName
		}
		sourceNameEnList = append(sourceNameEnList, sourceNameEn)
	}

	conf, e := models.GetBusinessConf()
	if e != nil {
		return
	}
	if conf[models.BusinessConfCompanyName] != "" {
		sourceNameList = append(sourceNameList, conf[models.BusinessConfCompanyName])
		sourceNameEnList = append(sourceNameEnList, conf[models.BusinessConfCompanyName])
	}
	return
}

func edbInfoRefreshAll(refreshAll bool, newBaseEdbInfoArr, newBasePredictEdbInfoArr []*data_manage.EdbInfo, newCalculateMap, newPredictCalculateMap map[int]*data_manage.EdbInfo, calculateArr, predictCalculateArr []int) (err error, errmsg string) {
	defer func() {
		if err != nil {
			fmt.Println("EdbInfoRefreshAllFromBaseV2 Err:" + err.Error() + ";errmsg:" + errmsg)
			go alarm_msg.SendAlarmMsg("EdbInfoRefreshFromBaseV2,Err"+err.Error()+";errMsg:"+errmsg, 3)
		}
	}()

	var startDate string
	for _, bv := range newBaseEdbInfoArr {
		if bv.StartDate == "0000-00-00" {
			continue
		}
		startDate = utils.BaseEdbRefreshStartDate
		if !refreshAll { // 非刷新所有数据，用结束时间减去对应期数作为起始日期去刷新
			sDate := bv.EndDate
			if sDate == `` || sDate == `0000-00-00` {
				sDate = utils.BaseEdbRefreshStartDate
			}
			sTime, tmpErr := time.Parse(utils.FormatDate, sDate)
			if tmpErr != nil {
				err = tmpErr
				errmsg = "时间格式转换失败2"
				return
			}
			frequency := bv.Frequency
			var limitDay int
			switch frequency {
			case "日度":
				limitDay = utils.DATA_REFRESH
			case "周度":
				limitDay = utils.DATA_REFRESH * 7
			case "月度":
				limitDay = utils.DATA_REFRESH * 30
			case "季度":
				limitDay = utils.DATA_REFRESH * 90
			case "年度":
				limitDay = utils.DATA_REFRESH * 365
			default:
				limitDay = utils.DATA_REFRESH
			}
			startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
		}
		result, tmpErr := RefreshEdbData(bv.EdbInfoId, bv.Source, bv.SubSource, bv.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(bv.EdbInfoId, "RefreshBaseEdbData err", time.Now())
			errmsg = "RefreshBaseEdbData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(bv.EdbInfoId, "RefreshBaseEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(bv.EdbInfoId, "RefreshBaseEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败, err:", errmsg)
			return
		}

		fmt.Println("end newBaseEdbInfoArr:", bv, time.Now())
	}

	for _, v := range calculateArr {
		edbInfo := newCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshEdbCalculateData err", time.Now())
			errmsg = "RefreshEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}

	for _, v := range predictCalculateArr {
		edbInfo := newPredictCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_PREDICT_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshPredictEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshPredictEdbCalculateData err", time.Now())
			errmsg = "RefreshPredictEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}

	{
		predictEdbInfoIdList := make([]int, 0)
		for _, v := range newBasePredictEdbInfoArr {
			predictEdbInfoIdList = append(predictEdbInfoIdList, v.EdbInfoId)
		}
		fmt.Println("predictEdbConfCalculateMappingDetailList:", predictEdbInfoIdList)
		predictEdbConfCalculateMappingDetailList, tmpErr := data_manage.GetPredictEdbConfCalculateMappingDetailListByEdbInfoId(predictEdbInfoIdList)
		if tmpErr != nil {
			err = tmpErr
			errmsg = fmt.Sprint("更新动态环差值时，获取数据失败:" + err.Error())
			return
		}
		for _, bv := range predictEdbConfCalculateMappingDetailList {
			result, tmpErr := RefreshEdbData(bv.EdbInfoId, utils.DATA_SOURCE_PREDICT, utils.DATA_SUB_SOURCE_EDB, bv.EdbCode, "")
			if tmpErr != nil {
				err = tmpErr
				fmt.Println(bv.EdbInfoId, "RefreshBasePredictEdbData err", time.Now())
				errmsg = "RefreshBasePredictEdbData Err:" + err.Error()
				return
			}
			if result.Ret != 200 {
				fmt.Println(bv.EdbInfoId, "RefreshBasePredictEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
				errmsg = fmt.Sprint(bv.EdbInfoId, "RefreshBasePredictEdbData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
				err = errors.New("刷新失败:" + errmsg)
				return
			}
			fmt.Println("end predictEdbConfCalculateMappingDetailList:", bv, time.Now())
		}
	}

	for _, v := range predictCalculateArr {
		edbInfo := newPredictCalculateMap[v]
		if edbInfo == nil {
			return
		}
		startDate = edbInfo.StartDate
		source := edbInfo.Source
		if startDate == "" || startDate == "0000-00-00" { //如果没有开始日期，说明还没有计算出来数据，那么就往前面推40年吧（也意味着重新计算了）
			startDate = time.Now().AddDate(-40, 0, 0).Format(utils.FormatDate)
		} else {
			if source == utils.DATA_SOURCE_PREDICT_CALCULATE {
				startDate = ``
				if refreshAll { //刷新所有数据，用开始时间作为起始日期去刷新
					startDate = edbInfo.StartDate
				} else {
					sTime, tmpErr := time.Parse(utils.FormatDate, edbInfo.EndDate)
					if tmpErr != nil {
						err = tmpErr
						errmsg = tmpErr.Error()
						return
					}
					frequency := edbInfo.Frequency
					var limitDay int
					switch frequency {
					case "日度":
						limitDay = utils.DATA_REFRESH
					case "周度":
						limitDay = utils.DATA_REFRESH * 7
					case "月度":
						limitDay = utils.DATA_REFRESH * 30
					case "季度":
						limitDay = utils.DATA_REFRESH * 90
					case "年度":
						limitDay = utils.DATA_REFRESH * 365
					default:
						limitDay = utils.DATA_REFRESH
					}
					startDate = sTime.AddDate(0, 0, -limitDay).Format(utils.FormatDate)
				}
			}
		}

		result, tmpErr := RefreshPredictEdbCalculateData(edbInfo.EdbInfoId, edbInfo.EdbCode, startDate)
		if tmpErr != nil {
			err = tmpErr
			fmt.Println(v, "RefreshPredictEdbCalculateData err", time.Now())
			errmsg = "RefreshPredictEdbCalculateData Err:" + tmpErr.Error()
			return
		}
		if result.Ret != 200 {
			fmt.Println(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			errmsg = fmt.Sprint(v, "RefreshPredictEdbCalculateData err;msg:", result.Msg, ";errMsg:", result.ErrMsg)
			err = fmt.Errorf("刷新失败")
			return
		}
	}

	return
}

func EdbInfoRefreshAllFromBase(edbInfoIdList []int, refreshAll bool) (err error, errMsg string) {
	defer func() {
		if err != nil {
			fmt.Println("EdbInfoRefreshAllFromBaseV3 Err:" + err.Error() + ";errMsg:" + errMsg)
			go alarm_msg.SendAlarmMsg("EdbInfoRefreshAllFromBaseV3,Err"+err.Error()+";errMsg:"+errMsg, 3)
		}
	}()
	traceEdbInfoList, err := TraceEdbInfoByEdbInfoIdList(edbInfoIdList)
	if err != nil {
		return
	}
	existEdbInfoIdMap := make(map[int]int)

	newBaseEdbInfoArr := make([]*data_manage.EdbInfo, 0)
	newBasePredictEdbInfoArr := make([]*data_manage.EdbInfo, 0)
	newBaseMap := make(map[int]*data_manage.EdbInfo)
	newPredictBaseMap := make(map[int]*data_manage.EdbInfo)

	newCalculateMap := make(map[int]*data_manage.EdbInfo)
	newPredictCalculateMap := make(map[int]*data_manage.EdbInfo)
	calculateArr := make([]int, 0)
	predictCalculateArr := make([]int, 0)

	for _, traceEdbInfo := range traceEdbInfoList {
		tmpBaseEdbInfoArr, tmpBasePredictEdbInfoArr, tmpCalculateMap, tmpPredictCalculateMap, _, _ := getRefreshEdbInfoListByTraceEdbInfo(traceEdbInfo, existEdbInfoIdMap)

		for _, edbInfo := range tmpBaseEdbInfoArr {
			if _, ok := newBaseMap[edbInfo.EdbInfoId]; !ok {
				if edbInfo.NoUpdate == 1 {
					continue
				}
				newBaseMap[edbInfo.EdbInfoId] = edbInfo
				newBaseEdbInfoArr = append(newBaseEdbInfoArr, edbInfo)
			}
		}

		for _, edbInfo := range tmpBasePredictEdbInfoArr {
			if _, ok := newPredictBaseMap[edbInfo.EdbInfoId]; !ok {
				newPredictBaseMap[edbInfo.EdbInfoId] = edbInfo
				newBasePredictEdbInfoArr = append(newBasePredictEdbInfoArr, edbInfo)
			}
		}

		for _, edbInfo := range tmpCalculateMap {
			if _, ok := newCalculateMap[edbInfo.EdbInfoId]; !ok {
				if edbInfo.NoUpdate == 1 {
					continue
				}
				newCalculateMap[edbInfo.EdbInfoId] = edbInfo
				calculateArr = append(calculateArr, edbInfo.EdbInfoId)
			}
		}

		for _, edbInfo := range tmpPredictCalculateMap {
			if _, ok := newPredictCalculateMap[edbInfo.EdbInfoId]; !ok {
				newPredictCalculateMap[edbInfo.EdbInfoId] = edbInfo
				predictCalculateArr = append(predictCalculateArr, edbInfo.EdbInfoId)
			}
		}
	}

	sort.Ints(calculateArr)
	sort.Ints(predictCalculateArr)

	totalEdbInfo := len(newBaseEdbInfoArr) + len(calculateArr) + len(predictCalculateArr) + len(newBasePredictEdbInfoArr)
	if totalEdbInfo == 0 {
		return
	}
	err, errMsg = edbInfoRefreshAll(refreshAll, newBaseEdbInfoArr, newBasePredictEdbInfoArr, newCalculateMap, newPredictCalculateMap, calculateArr, predictCalculateArr)

	return
}

func getRefreshEdbInfoListByTraceEdbInfo(traceEdbInfo data_manage.TraceEdbInfoResp, existEdbInfoIdMap map[int]int) (newBaseEdbInfoArr, newBasePredictEdbInfoArr []*data_manage.EdbInfo, newCalculateMap, newPredictCalculateMap map[int]*data_manage.EdbInfo, calculateArr, predictCalculateArr []int) {
	newBaseEdbInfoArr = make([]*data_manage.EdbInfo, 0)
	newBasePredictEdbInfoArr = make([]*data_manage.EdbInfo, 0)
	newCalculateMap = make(map[int]*data_manage.EdbInfo)
	newPredictCalculateMap = make(map[int]*data_manage.EdbInfo)
	calculateArr = make([]int, 0)
	predictCalculateArr = make([]int, 0)

	_, ok := existEdbInfoIdMap[traceEdbInfo.EdbInfoId]
	if ok {
		return
	}

	existEdbInfoIdMap[traceEdbInfo.EdbInfoId] = traceEdbInfo.EdbInfoId

	switch traceEdbInfo.EdbInfoType {
	case 0: // 0-普通指标
		if traceEdbInfo.EdbType == 1 { //1-基础指标
			newBaseEdbInfoArr = append(newBaseEdbInfoArr, traceEdbInfo.EdbInfo)
		} else if traceEdbInfo.EdbType == 2 { //2-计算指标
			newCalculateMap[traceEdbInfo.EdbInfoId] = traceEdbInfo.EdbInfo
			calculateArr = append(calculateArr, traceEdbInfo.EdbInfoId)
		}
	case 1: // 1-预测指标
		if traceEdbInfo.EdbType == 1 { //1-基础指标
			newBasePredictEdbInfoArr = append(newBasePredictEdbInfoArr, traceEdbInfo.EdbInfo)
		} else if traceEdbInfo.EdbType == 2 { //2-计算指标
			newPredictCalculateMap[traceEdbInfo.EdbInfoId] = traceEdbInfo.EdbInfo
			predictCalculateArr = append(predictCalculateArr, traceEdbInfo.EdbInfoId)
		}
	}

	if traceEdbInfo.Child != nil && len(traceEdbInfo.Child) > 0 {
		for _, v := range traceEdbInfo.Child {
			tmpBaseEdbInfoArr, tmpPredictEdbInfoArr, tmpCalculateMap, tmpPredictCalculateMap, tmpCalculateArr, tmpPredictCalculateArr := getRefreshEdbInfoListByTraceEdbInfo(v, existEdbInfoIdMap)

			newBaseEdbInfoArr = append(newBaseEdbInfoArr, tmpBaseEdbInfoArr...)
			newBasePredictEdbInfoArr = append(newBasePredictEdbInfoArr, tmpPredictEdbInfoArr...)

			for k, tmpEdbInfo := range tmpCalculateMap {
				newCalculateMap[k] = tmpEdbInfo
			}

			for k, tmpEdbInfo := range tmpPredictCalculateMap {
				newPredictCalculateMap[k] = tmpEdbInfo
			}

			calculateArr = append(calculateArr, tmpCalculateArr...)
			predictCalculateArr = append(predictCalculateArr, tmpPredictCalculateArr...)
		}
	}

	return
}

func TraceEdbInfoByEdbInfoIdList(edbInfoIdList []int) (traceEdbInfoList []data_manage.TraceEdbInfoResp, err error) {
	traceEdbInfoList = make([]data_manage.TraceEdbInfoResp, 0)
	edbInfoList, err := data_manage.GetEdbInfoByIdList(edbInfoIdList)
	if err != nil {
		return
	}
	edbInfoRuleMap := make(map[int]string, 0)
	edbMappingMap := make(map[int][]*data_manage.EdbInfoCalculateMappingInfo)

	findIdMap := make(map[int]int)
	existMap := make(map[int]data_manage.TraceEdbInfoResp)

	for _, edbInfo := range edbInfoList {
		findIdMap[edbInfo.EdbInfoId] = edbInfo.EdbInfoId
		traceEdbInfo := data_manage.TraceEdbInfoResp{
			EdbInfoId:   edbInfo.EdbInfoId,
			EdbInfoType: edbInfo.EdbInfoType,
			EdbName:     edbInfo.EdbName,
			EdbType:     edbInfo.EdbType,
			UniqueCode: edbInfo.UniqueCode,
			ClassifyId: edbInfo.ClassifyId,
			EdbInfo:    edbInfo,
		}
		traceEdbInfo.Child, err = traceEdbInfoByEdbInfoId(edbInfo.EdbInfoId, traceEdbInfo, edbInfoRuleMap, findIdMap, existMap, edbMappingMap)
		traceEdbInfoList = append(traceEdbInfoList, traceEdbInfo)
	}

	return
}

func traceEdbInfoByEdbInfoId(edbInfoId int, traceEdbInfo data_manage.TraceEdbInfoResp, edbInfoRuleMap map[int]string, findIdMap map[int]int, existMap map[int]data_manage.TraceEdbInfoResp, edbMappingMap map[int][]*data_manage.EdbInfoCalculateMappingInfo) (child []data_manage.TraceEdbInfoResp, err error) {
	traceEdbInfo, ok := existMap[edbInfoId]
	if ok {
		return
	}
	child = make([]data_manage.TraceEdbInfoResp, 0)

	edbInfoMappingList, e := data_manage.GetEdbInfoCalculateMappingListByEdbInfoId(edbInfoId)
	if e != nil {
		err = fmt.Errorf("GetEdbInfoCalculateMappingListByEdbInfoId err: %s", e.Error())
		return
	}

	edbInfoMap := make(map[int]*data_manage.EdbInfo)
	if len(edbInfoMappingList) > 0 {
		fromEdbInfoIdList := make([]int, 0)
		for _, v := range edbInfoMappingList {
			fromEdbInfoIdList = append(fromEdbInfoIdList, v.FromEdbInfoId)
		}
		edbInfoList, tmpErr := data_manage.GetEdbInfoByIdList(fromEdbInfoIdList)
		if tmpErr != nil {
			err = fmt.Errorf("traceEdbInfoByEdbInfoId GetEdbInfoByIdList err: %s", tmpErr.Error())
			return
		}
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
		}

	}

	edbMappingMap[edbInfoId] = edbInfoMappingList
	for _, v := range edbInfoMappingList {
		tmpEdbInfoId := v.FromEdbInfoId
		tmpTraceEdbInfo := data_manage.TraceEdbInfoResp{
			EdbInfoId:   tmpEdbInfoId,
			EdbInfoType: v.FromEdbInfoType,
			EdbType:     v.FromEdbType,
			UniqueCode:  v.FromUniqueCode,
			ClassifyId:  v.FromClassifyId,
			EdbInfo:     edbInfoMap[v.FromEdbInfoId],
		}

		if edbInfoId != v.FromEdbInfoId && (v.FromEdbType == 2 || v.FromEdbInfoType == 1) {
			if _, ok2 := findIdMap[tmpEdbInfoId]; !ok2 {
				tmpTraceEdbInfo.Child, e = traceEdbInfoByEdbInfoId(tmpEdbInfoId, tmpTraceEdbInfo, edbInfoRuleMap, findIdMap, existMap, edbMappingMap)
				if e != nil {
					err = fmt.Errorf("traceEdbInfoByEdbInfoId err: %s", e.Error())
					return
				}
			}
		}
		child = append(child, tmpTraceEdbInfo)
		findIdMap[tmpEdbInfoId] = tmpEdbInfoId
	}
	existMap[edbInfoId] = traceEdbInfo
	return
}

func GetEdbSourceByEdbInfoIdListForExcel(edbInfoIdList []int) (sourceNameList, sourceNameEnList []string, err error) {
	sourceNameList = make([]string, 0)
	sourceNameEnList = make([]string, 0)
	sourceMap := make(map[int]string)
	edbInfoList, tmpErr := data_manage.GetEdbInfoByIdList(edbInfoIdList)
	if tmpErr != nil {
		err = tmpErr
		return
	}
	for _, v := range edbInfoList {
		if v.EdbType == 2 {
			baseEdbInfoArr, _, _ := data_manage.GetRefreshEdbInfoFromBase(v.EdbInfoId, v.Source)
			for _, baseEdbInfo := range baseEdbInfoArr {
				if baseEdbInfo.EdbInfoType == 0 { //普通指标才参与，预测指标不参与
					sourceMap[baseEdbInfo.Source] = baseEdbInfo.SourceName
				}
			}
		} else {
			sourceMap[v.Source] = v.SourceName
		}
	}

	for source, sourceName := range sourceMap {
		if utils.InArrayByInt([]int{utils.DATA_SOURCE_MANUAL, utils.DATA_SOURCE_MYSTEEL_CHEMICAL}, source) {
			continue
		}
		sourceNameList = append(sourceNameList, sourceName)

		sourceNameEn, ok := utils.DataSourceEnMap[source]
		if !ok {
			sourceNameEn = sourceName
		}
		sourceNameEnList = append(sourceNameEnList, sourceNameEn)
	}

	conf, e := models.GetBusinessConf()
	if e != nil {
		return
	}
	if conf[models.BusinessConfCompanyName] != "" {
		sourceNameList = append(sourceNameList, conf[models.BusinessConfCompanyName])
		sourceNameEnList = append(sourceNameEnList, conf[models.BusinessConfCompanyName])
	}
	return
}

func HandleDataByLinearRegressionToList(edbInfoDataList []*models.EdbDataList, handleDataMap map[string]float64) (dataTimeList []string, valueList []float64, err error) {
	if len(edbInfoDataList) < 2 {
		return
	}

	var startEdbInfoData *models.EdbDataList
	for _, v := range edbInfoDataList {
		handleDataMap[v.DataTime] = v.Value
		dataTimeList = append(dataTimeList, v.DataTime)
		if startEdbInfoData == nil {
			startEdbInfoData = v
			continue
		}

		startDataTime, _ := time.ParseInLocation(utils.FormatDate, startEdbInfoData.DataTime, time.Local)
		currDataTime, _ := time.ParseInLocation(utils.FormatDate, v.DataTime, time.Local)
		betweenHour := int(currDataTime.Sub(startDataTime).Hours())
		betweenDay := betweenHour / 24

		if betweenDay <= 1 {
			startEdbInfoData = v
			continue
		}

		var a, b float64
		{
			coordinateData := make([]utils.Coordinate, 0)
			tmpCoordinate1 := utils.Coordinate{
				X: 1,
				Y: startEdbInfoData.Value,
			}
			coordinateData = append(coordinateData, tmpCoordinate1)
			tmpCoordinate2 := utils.Coordinate{
				X: float64(betweenDay) + 1,
				Y: v.Value,
			}
			coordinateData = append(coordinateData, tmpCoordinate2)

			a, b = utils.GetLinearResult(coordinateData)
			if math.IsNaN(a) || math.IsNaN(b) {
				err = errors.New("线性方程公式生成失败")
				return
			}
		}

		{
			for i := 1; i < betweenDay; i++ {
				tmpDataTime := startDataTime.AddDate(0, 0, i)
				aDecimal := decimal.NewFromFloat(a)
				xDecimal := decimal.NewFromInt(int64(i) + 1)
				bDecimal := decimal.NewFromFloat(b)

				val, _ := aDecimal.Mul(xDecimal).Add(bDecimal).Round(4).Float64()
				handleDataMap[tmpDataTime.Format(utils.FormatDate)] = val
				dataTimeList = append(dataTimeList, tmpDataTime.Format(utils.FormatDate))
				valueList = append(valueList, val)
			}
		}

		startEdbInfoData = v
	}

	return
}

func HandleDataByLinearRegressionToListV2(edbInfoDataList []*models.EdbDataList, handleDataMap map[string]float64) (dataTimeList []string, valueList []float64, err error) {
	if len(edbInfoDataList) < 2 {
		return
	}

	if len(edbInfoDataList) < 2 {
		err = errors.New("至少需要两天的数据来执行线性插值")
		return
	}

	sort.Slice(edbInfoDataList, func(i, j int) bool {
		t1, _ := time.ParseInLocation(utils.FormatDate, edbInfoDataList[i].DataTime, time.Local)
		t2, _ := time.ParseInLocation(utils.FormatDate, edbInfoDataList[j].DataTime, time.Local)
		return t1.Before(t2)
	})

	startEdbInfoData := edbInfoDataList[0]
	endEdbInfoData := edbInfoDataList[len(edbInfoDataList)-1]

	startDate, _ := time.ParseInLocation(utils.FormatDate, startEdbInfoData.DataTime, time.Local)
	endDate, _ := time.ParseInLocation(utils.FormatDate, endEdbInfoData.DataTime, time.Local)
	actualDays := endDate.Sub(startDate).Hours() / 24

	for _, v := range edbInfoDataList {
		handleDataMap[v.DataTime] = v.Value
		dataTimeList = append(dataTimeList, v.DataTime)
		valueList = append(valueList, v.Value)
	}

	if actualDays < 365 {
		var a, b float64
		coordinateData := []utils.Coordinate{
			{X: 1, Y: startEdbInfoData.Value},
			{X: float64(len(edbInfoDataList)), Y: endEdbInfoData.Value},
		}
		a, b = utils.GetLinearResult(coordinateData)
		if math.IsNaN(a) || math.IsNaN(b) {
			err = errors.New("线性方程公式生成失败")
			return
		}

		for i := 1; i < 365; i++ {
			day := startDate.AddDate(0, 0, i)
			if _, exists := handleDataMap[day.Format(utils.FormatDate)]; !exists {
				aDecimal := decimal.NewFromFloat(a)
				xDecimal := decimal.NewFromInt(int64(i) + 1)
				bDecimal := decimal.NewFromFloat(b)

				val, _ := aDecimal.Mul(xDecimal).Add(bDecimal).Round(4).Float64()
				handleDataMap[day.Format(utils.FormatDate)] = val
				dataTimeList = append(dataTimeList, day.Format(utils.FormatDate))
				valueList = append(valueList, val)
			}
		}
	}

	return
}

func HandleDataByLinearRegressionToListV3(edbInfoDataList []*models.EdbDataList, handleDataMap map[string]float64) (newEdbInfoDataList []*models.EdbDataList, dataTimeList []string, valueList []float64, err error) {
	if len(edbInfoDataList) < 2 {
		return
	}

	var startEdbInfoData *models.EdbDataList
	for _, v := range edbInfoDataList {
		handleDataMap[v.DataTime] = v.Value
		newEdbInfoDataList = append(newEdbInfoDataList, v)
		dataTimeList = append(dataTimeList, v.DataTime)
		if startEdbInfoData == nil {
			startEdbInfoData = v
			continue
		}

		startDataTime, _ := time.ParseInLocation(utils.FormatDate, startEdbInfoData.DataTime, time.Local)
		currDataTime, _ := time.ParseInLocation(utils.FormatDate, v.DataTime, time.Local)
		betweenHour := int(currDataTime.Sub(startDataTime).Hours())
		betweenDay := betweenHour / 24

		if betweenDay <= 1 {
			startEdbInfoData = v
			continue
		}

		var a, b float64
		{
			coordinateData := make([]utils.Coordinate, 0)
			tmpCoordinate1 := utils.Coordinate{
				X: 1,
				Y: startEdbInfoData.Value,
			}
			coordinateData = append(coordinateData, tmpCoordinate1)
			tmpCoordinate2 := utils.Coordinate{
				X: float64(betweenDay) + 1,
				Y: v.Value,
			}
			coordinateData = append(coordinateData, tmpCoordinate2)

			a, b = utils.GetLinearResult(coordinateData)
			if math.IsNaN(a) || math.IsNaN(b) {
				err = errors.New("线性方程公式生成失败")
				return
			}
		}

		{
			for i := 1; i < betweenDay; i++ {
				tmpDataTime := startDataTime.AddDate(0, 0, i)
				aDecimal := decimal.NewFromFloat(a)
				xDecimal := decimal.NewFromInt(int64(i) + 1)
				bDecimal := decimal.NewFromFloat(b)

				val, _ := aDecimal.Mul(xDecimal).Add(bDecimal).Round(4).Float64()
				handleDataMap[tmpDataTime.Format(utils.FormatDate)] = val
				dataTimeList = append(dataTimeList, tmpDataTime.Format(utils.FormatDate))
				valueList = append(valueList, val)
				newEdbInfoDataList = append(newEdbInfoDataList, &models.EdbDataList{
					EdbDataId:     v.EdbDataId,
					EdbInfoId:     v.EdbInfoId,
					DataTime:      tmpDataTime.Format(utils.FormatDate),
					DataTimestamp: tmpDataTime.UnixNano() / 1e6,
					Value:         val,
				})
			}
		}

		startEdbInfoData = v
	}

	return
}