kpt-pasture/module/crontab/neck_ring_calculate.go

package crontab

import (
	"fmt"
	"kpt-pasture/model"
	"kpt-pasture/util"
	"math"
	"strconv"
	"time"

	pasturePb "gitee.com/xuyiping_admin/go_proto/proto/go/backend/cow"
	"gitee.com/xuyiping_admin/pkg/logger/zaplog"
	"gitee.com/xuyiping_admin/pkg/xerr"
	"go.uber.org/zap"
)

func (e *Entry) NeckRingCalculate() error {
	pastureList := e.FindPastureList()
	if pastureList == nil || len(pastureList) == 0 {
		return nil
	}
	for _, pasture := range pastureList {
		if err := e.EntryUpdateActiveHabit(pasture.Id); err != nil {
			zaplog.Error("NeckRingCalculate", zap.Any("err", err), zap.Any("pasture", pasture))
		}
		zaplog.Info(fmt.Sprintf("NeckRingCalculate Success %d", pasture.Id))
	}
	return nil
}

func (e *Entry) EntryUpdateActiveHabit(pastureId int64) (err error) {
	// 获取这段执行数据内最大日期和最小日期
	xToday, err := e.XToday(pastureId)
	if err != nil {
		return xerr.WithStack(err)
	}

	// 未配置的滤波数据不参与计算
	if xToday == nil {
		return nil
	}

	var processIds []int64
	// 更新活动滤波
	processIds, err = e.FirstFilterUpdate(pastureId, xToday)
	if err != nil {
		zaplog.Error("NeckRingCalculate", zap.Any("pastureId", pastureId), zap.Any("FirstFilterUpdate", err), zap.Any("xToday", xToday))
	}

	zaplog.Info("NeckRingCalculate", zap.Any("pastureId", pastureId), zap.Any("xToday", xToday), zap.Any("processIds", processIds))
	if len(processIds) <= 0 {
		return nil
	}

	e.WeeklyUpdateActiveHabit(pastureId, processIds, xToday)

	// 二次更新滤波
	e.SecondUpdateChangeFilter(pastureId, processIds, xToday)

	// 活动量校正系数和健康评分
	e.FilterCorrectAndScoreUpdate(pastureId, processIds, xToday)

	// 更新 ChangeFilter
	e.UpdateChangeFilter(pastureId, processIds)

	// 更新 FilterCorrect
	e.UpdateFilterCorrect(pastureId, processIds)

	// 插入群体校正表
	e.UpdateChangeAdJust(pastureId, xToday)

	// 更新 Cft
	e.UpdateCft(pastureId, processIds)

	// 更新所有的显示状态为否的记录为是
	e.UpdateIsShow(pastureId, processIds)

	// 健康预警
	e.HealthWarning(pastureId, processIds)
	return nil
}

// FirstFilterUpdate 首次更新活动滤波
func (e *Entry) FirstFilterUpdate(pastureId int64, xToDay *XToday) (processIds []int64, err error) {
	limit := e.Cfg.NeckRingLimit
	if limit <= 0 {
		limit = defaultLimit
	}

	firstHeatDate := time.Now().Local().AddDate(0, 0, int(xToDay.BeforeDayNeckRing)*-1).Format(model.LayoutDate2)
	querySql := `SELECT * FROM neck_active_habit WHERE pasture_id = ? AND is_show = ? AND heat_date >= ? AND high >= ?
			UNION
				 SELECT * FROM neck_active_habit WHERE pasture_id = ? AND is_show = ? AND heat_date >= ? AND rumina >= ?
			ORDER BY active_time,neck_ring_number,frameid LIMIT ?`

	newNeckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err = e.DB.Raw(
		querySql,
		pastureId, pasturePb.IsShow_No, firstHeatDate, xToDay.High,
		pastureId, pasturePb.IsShow_No, firstHeatDate, xToDay.Rumina,
		limit,
	).Find(&newNeckActiveHabitList).Error; err != nil {
		return nil, xerr.WithStack(err)
	}

	// 活动量滤波
	for _, v := range newNeckActiveHabitList {
		// 4小时数据不全的不参与滤波
		activeTime, _ := util.TimeParseLocal(model.LayoutTime, v.ActiveTime)
		if v.RecordCount != model.DefaultRecordCount && time.Now().Local().Sub(activeTime).Hours() <= 4 {
			continue
		}

		// 过滤牛只未绑定的脖环的数据
		cowInfo := e.GetCowInfoByNeckRingNumber(v.PastureId, v.NeckRingNumber)
		if cowInfo == nil || cowInfo.Id <= 0 {
			v.UpdateIsShowOk()
			if err = e.DB.Model(new(model.NeckActiveHabit)).
				Select("is_show").
				Where("id = ?", v.Id).
				Updates(v).Error; err != nil {
				zaplog.Error("EntryUpdateActiveHabit", zap.Any("error", err))
			}
			continue
		}

		frameId := v.Frameid
		heatDate := v.HeatDate
		if v.Frameid == 0 {
			frameId = 11
			heatDateParse, _ := util.TimeParseLocal(model.LayoutDate2, heatDate)
			heatDate = heatDateParse.AddDate(0, 0, -1).Format(model.LayoutDate2)
		} else {
			frameId -= 1
		}

		firstFilterData := e.FindFilterData(pastureId, v.NeckRingNumber, heatDate, frameId)
		if v.FilterHigh > 0 {
			firstFilterData.FilterHigh = v.FilterHigh
		} else {
			if v.NeckRingNumber == firstFilterData.NeckRingNumber {
				firstFilterData.FilterHigh = int32(computeIfPositiveElse(float64(v.High), float64(firstFilterData.FilterHigh), 0.23, 0.77))
			} else {
				firstFilterData.FilterHigh = v.High
			}
		}

		if v.FilterRumina > 0 {
			firstFilterData.FilterRumina = v.FilterRumina
		} else {
			if v.NeckRingNumber == firstFilterData.NeckRingNumber {
				firstFilterData.FilterRumina = int32(computeIfPositiveElse(float64(v.Rumina), float64(firstFilterData.FilterRumina), 0.33, 0.67))
			} else {
				firstFilterData.FilterRumina = v.Rumina
			}
		}
		if v.FilterChew > 0 {
			firstFilterData.FilterChew = v.FilterChew
		} else {
			if v.NeckRingNumber == firstFilterData.NeckRingNumber {
				firstFilterData.FilterChew = int32(computeIfPositiveElse(float64(v.Rumina+v.Intake), float64(firstFilterData.FilterChew), 0.33, 0.67))
			} else {
				firstFilterData.FilterChew = v.Rumina + v.Intake
			}
		}
		cowWeeklyActive := cowInfo.WeeklyActive
		if cowWeeklyActive <= 0 {
			cowWeeklyActive = v.WeekHigh
		}

		processIds = append(processIds, v.Id)
		// 更新过滤值
		if err = e.DB.Model(new(model.NeckActiveHabit)).
			Select("filter_high", "filter_rumina", "filter_chew", "cow_id", "lact", "calving_age", "ear_number", "week_high").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"filter_high":   firstFilterData.FilterHigh,
				"filter_rumina": firstFilterData.FilterRumina,
				"filter_chew":   firstFilterData.FilterChew,
				"cow_id":        cowInfo.Id,
				"lact":          cowInfo.Lact,
				"calving_age":   cowInfo.CalvingAge,
				"ear_number":    cowInfo.EarNumber,
				"week_high":     cowWeeklyActive,
			}).Error; err != nil {
			zaplog.Error("FirstFilterUpdate",
				zap.Any("error", err),
				zap.Any("firstFilterData", firstFilterData),
				zap.Any("NeckActiveHabit", v),
				zap.Any("cowInfo", cowInfo),
				zap.Any("xToday", xToDay),
			)
		}
	}
	return processIds, nil
}

// SecondUpdateChangeFilter 第二次更新变化趋势滤波
func (e *Entry) SecondUpdateChangeFilter(pastureId int64, processIds []int64, xToday *XToday) {
	newChangeFilterList := make([]*ChangeFilterData, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Select("id", "neck_ring_number", "change_high", "change_filter", "rumina_filter", "change_rumina",
			"chew_filter", "change_chew", "heat_date", "frameid", "IF(lact = 0, 0.8, 1) as xlc_dis_count").
		Where("pasture_id = ?", pastureId).
		Where("id IN (?)", processIds).
		Where("change_filter = ?", model.InitChangeFilter).
		Where("change_high > ?", MinChangeHigh).
		Order("neck_ring_number,heat_date,frameid").
		Find(&newChangeFilterList).Error; err != nil {
		zaplog.Error("SecondUpdateChangeFilter", zap.Any("error", err))
		return
	}

	for _, v := range newChangeFilterList {
		frameId := v.Frameid
		heatDate := v.HeatDate
		if v.Frameid == 0 {
			frameId = 11
			heatDateParse, _ := util.TimeParseLocal(model.LayoutDate2, heatDate)
			heatDate = heatDateParse.AddDate(0, 0, -1).Format(model.LayoutDate2)
		} else {
			frameId -= 1
		}

		xChangeDiscount := float64(xToday.XChangeDiscount) / 10
		xRuminaDisc := float64(xToday.XRuminaDisc) / 10

		secondFilterData := e.FindFilterData(pastureId, v.NeckRingNumber, heatDate, frameId)
		if secondFilterData.ChangeFilter <= MinChangeFilter {
			secondFilterData.ChangeFilter = 0
		}

		if secondFilterData.RuminaFilter <= MinRuminaFilter {
			secondFilterData.RuminaFilter = 0
		}

		if secondFilterData.ChewFilter <= MinChewFilter {
			secondFilterData.ChewFilter = 0
		}

		changeFilter := float64(v.ChangeFilter)
		if v.ChangeFilter <= MinChangeFilter {
			changeFilter = float64(secondFilterData.ChangeFilter)*(1-xChangeDiscount*v.XlcDisCount) +
				math.Min(float64(v.ChangeHigh), float64(secondFilterData.ChangeFilter)+135)*xChangeDiscount*v.XlcDisCount
		}

		ruminaFilter := float64(v.RuminaFilter)
		discount := xRuminaDisc * v.XlcDisCount
		if math.Abs(float64(v.ChangeRumina)) > 60 {
			discount *= 0.5
		}
		ruminaFilter = float64(secondFilterData.RuminaFilter)*(1-discount) + float64(v.ChangeRumina)*discount
		if ruminaFilter > 50 {
			ruminaFilter = 50
		}

		chewFilter := float64(v.ChewFilter)
		chewFilterDiscount := float64(1)
		if math.Abs(float64(v.ChangeChew)) > 60 {
			chewFilterDiscount = 0.5
		}
		chewFilter = float64(secondFilterData.ChewFilter)*(1-xRuminaDisc*chewFilterDiscount) +
			float64(v.ChangeChew)*xRuminaDisc*chewFilterDiscount
		if chewFilter > 50 {
			chewFilter = 50
		}

		zaplog.Info("SecondUpdateChangeFilter",
			zap.Any("NeckActiveHabit", v),
			zap.Any("discount", discount),
			zap.Any("xChangeDiscount", xChangeDiscount),
			zap.Any("xRuminaDisc", xRuminaDisc),
			zap.Any("chewFilterDiscount", chewFilterDiscount),
			zap.Any("secondFilterData", secondFilterData),
			zap.Any("changeFilter", changeFilter),
			zap.Any("ruminaFilter", ruminaFilter),
			zap.Any("chewFilter", chewFilter),
		)

		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("change_filter", "rumina_filter", "chew_filter").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"change_filter": int32(changeFilter),
				"rumina_filter": int32(ruminaFilter),
				"chew_filter":   int32(chewFilter),
			}).Error; err != nil {
			zaplog.Error("SecondUpdateChangeFilter", zap.Any("error", err), zap.Any("secondFilterData", secondFilterData))
		}
	}
}

// FilterCorrectAndScoreUpdate 计算活动量变化趋势校正值（活跃度校正）和健康评分
func (e *Entry) FilterCorrectAndScoreUpdate(pastureId int64, processIds []int64, xToday *XToday) {
	beginDayDate := time.Now().Local()
	before7DayDate := beginDayDate.AddDate(0, 0, -7).Format(model.LayoutDate2)
	before1DayDate := beginDayDate.AddDate(0, 0, -1).Format(model.LayoutDate2)

	neckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Where("pasture_id = ?", pastureId).
		Find(&neckActiveHabitList).Error; err != nil {
		zaplog.Error("ActivityVolumeChanges-1", zap.Any("error", err), zap.Any("xToday", xToday))
		return
	}

	for _, v := range neckActiveHabitList {
		cowScore := calculateScore(v)
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Where("id = ?", v.Id).
			Update("score", cowScore).Error; err != nil {
			zaplog.Error("ActivityVolumeChanges-2", zap.Any("error", err), zap.Any("xToday", xToday))
		}

		activityVolume := &ActivityVolume{}
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("neck_ring_number", "AVG(IF(change_filter>=60, 60, change_filter)) as avg_filter",
				"ROUND(STD(IF(change_filter>=60, 60, change_filter))) as std_filter", "COUNT(1) as nb").
			Where("heat_date BETWEEN ? AND ?", before7DayDate, before1DayDate).
			Where("pasture_id = ?", pastureId).
			Where(e.DB.Where("high > ?", 12).Or("rumina >= ?", xToday.Rumina)).
			Where("active_time <= ?", beginDayDate.Add(-12*time.Hour).Format(model.LayoutTime)).
			Where("change_filter > ?", MinChangeFilter).
			Where("neck_ring_number = ?", v.NeckRingNumber).
			Having("nb >= ?", DefaultNb).
			First(&activityVolume).Error; err != nil {
			zaplog.Error("ActivityVolumeChanges-0", zap.Any("error", err), zap.Any("xToday", xToday), zap.Any("v", v))
			continue
		}

		if activityVolume != nil && activityVolume.NeckRingNumber != "" {
			//filterCorrect := model.DefaultFilterCorrect - int(math.Floor(activityVolume.AvgFilter/3+float64(activityVolume.StdFilter)/2))
			filterCorrect := model.DefaultFilterCorrect - int(math.Round(activityVolume.AvgFilter/3+float64(int(math.Round(activityVolume.StdFilter))/2)))
			// 活动量校正系数
			if err := e.DB.Model(new(model.NeckActiveHabit)).
				Where("id = ?", v.Id).
				//Where("neck_ring_number = ?", v.NeckRingNumber).
				Update("filter_correct", filterCorrect).Error; err != nil {
				zaplog.Error("ActivityVolumeChanges-2", zap.Any("error", err), zap.Any("xToday", xToday))
				continue
			}
		}
	}
}

func (e *Entry) UpdateChangeFilter(pastureId int64, processIds []int64) {
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Where("pasture_id = ?", pastureId).
		Where("is_show = ?", pasturePb.IsShow_No).
		Where("change_filter = ?", model.InitChangeFilter).
		Updates(map[string]interface{}{
			"change_filter": model.DefaultChangeFilter,
			"rumina_filter": model.DefaultRuminaFilter,
			"chew_filter":   model.DefaultChewFilter,
		}).Error; err != nil {
		zaplog.Error("UpdateChangeFilter", zap.Any("change_filter", err))
	}
}

func (e *Entry) UpdateFilterCorrect(pastureId int64, processIds []int64) {
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Where("pasture_id = ?", pastureId).
		Where("change_filter < ?", 0).
		Where("filter_correct < ?", model.DefaultFilterCorrect).
		Updates(map[string]interface{}{
			"filter_correct": model.DefaultFilterCorrect,
		}).Error; err != nil {
		zaplog.Error("UpdateFilterCorrect", zap.Any("filter_correct", err))
	}
}

// UpdateChangeAdJust 更新群体校正数据
func (e *Entry) UpdateChangeAdJust(pastureId int64, xToday *XToday) {
	res := make([]*model.NeckRingBarChange, 0)
	oneDayAgo := time.Now().Local().AddDate(0, 0, -1).Format(model.LayoutDate2)
	if err := e.DB.Table(fmt.Sprintf("%s as h", new(model.NeckActiveHabit).TableName())).
		Select(`h.neck_ring_number,h.heat_date, h.frameid, c.pen_id, c.pen_name, COUNT(*) as nb,
		ROUND(AVG(h.change_high)) as change_high, ROUND(AVG(h.change_filter)) as change_filter`).
		Joins("JOIN cow as c ON h.cow_id = c.id").
		Where("h.pasture_id = ?", pastureId).
		Where("h.heat_date >= ?", oneDayAgo).
		Where("h.cow_id > ?", 0).
		Where("c.pen_id > ?", 0).
		Group("h.heat_date, h.frameid, c.pen_id").
		Order("h.heat_date, h.frameid, c.pen_id").
		Find(&res).Error; err != nil {
		zaplog.Error("UpdateChangeAdJust", zap.Any("error", err), zap.Any("xToday", xToday))
	}

	for _, v := range res {
		if math.Abs(float64(v.ChangeFilter)) < 10 {
			continue
		}
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Where("pasture_id = ?", pastureId).
			Where("neck_ring_number = ?", v.NeckRingNumber).
			Where("heat_date = ?", v.HeatDate).
			//Where("pen_id = ?", v.PenId).
			Where("frameid = ?", v.FrameId).
			Update("change_adjust", v.ChangeFilter).Error; err != nil {
			zaplog.Error("UpdateChangeAdJust-1", zap.Any("error", err), zap.Any("xToday", xToday))
		}
	}
}

func (e *Entry) UpdateCft(pastureId int64, processIds []int64) {
	neckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Where("pasture_id = ?", pastureId).
		Where("is_show = ?", pasturePb.IsShow_No).
		Find(&neckActiveHabitList).Error; err != nil {
		zaplog.Error("UpdateCft-1", zap.Any("error", err))
	}
	for _, v := range neckActiveHabitList {
		cft := CalculateCFT(v)
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Where("id = ?", v.Id).
			Where("neck_ring_number = ?", v.NeckRingNumber).
			Update("cft", strconv.FormatFloat(float64(cft), 'f', 2, 64)).Error; err != nil {
			zaplog.Error("UpdateCft-2", zap.Any("error", err))
		}
	}
}

func (e *Entry) UpdateIsShow(pastureId int64, processIds []int64) {
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Where("pasture_id = ?", pastureId).
		Update("is_show", pasturePb.IsShow_Ok).Error; err != nil {
		zaplog.Error("UpdateChangeAdJust-2", zap.Any("error", err))
	}
}

func (e *Entry) XToday(pastureId int64) (*XToday, error) {
	xToday := &XToday{}
	systemConfigureList, err := e.FindSystemNeckRingConfigure(pastureId)
	if err != nil {
		return nil, xerr.WithStack(err)
	}

	if len(systemConfigureList) <= 0 {
		return nil, nil
	}

	for _, v := range systemConfigureList {
		switch v.Name {
		case model.MaxHabit:
			xToday.LastMaxHabitId = v.Value
		case model.High:
			xToday.High = int32(v.Value)
		case model.Rumina:
			xToday.Rumina = int32(v.Value)
		case model.XRuminaDisc:
			xToday.XRuminaDisc = int32(v.Value)
		case model.XChangeDiscount:
			xToday.XChangeDiscount = int32(v.Value)
		case model.WeeklyActive:
			xToday.WeeklyActive = int32(v.Value)
		case model.BeforeDayNeckRing:
			xToday.BeforeDayNeckRing = int32(v.Value)
		}
	}
	return xToday, nil
}

// WeeklyUpdateActiveHabit  时间点周平均值计算
func (e *Entry) WeeklyUpdateActiveHabit(pastureId int64, processIds []int64, xToDay *XToday) {
	newNeckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Order("heat_date,neck_ring_number,frameid").
		Find(&newNeckActiveHabitList).Error; err != nil {
		zaplog.Error("WeeklyUpdateActiveHabit", zap.Any("error", err), zap.Any("processIds", processIds))
	}

	if len(newNeckActiveHabitList) <= 0 {
		return
	}

	e.HabitUpdateActiveHabit(pastureId, newNeckActiveHabitList, xToDay)
	e.SumUpdateActiveHabit(pastureId, newNeckActiveHabitList, xToDay)
	e.ActiveChange(pastureId, processIds, xToDay)
	e.Before3DaysNeckActiveHabit(pastureId, processIds)
}

func (e *Entry) HabitUpdateActiveHabit(pastureId int64, newNeckActiveHabitList []*model.NeckActiveHabit, xToDay *XToday) {
	for _, v := range newNeckActiveHabitList {
		// 前七天的
		weekHabitData := e.FindWeekHabitData(pastureId, v.NeckRingNumber, v.HeatDate, v.Frameid, xToDay)
		// 更新过滤值
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("high_habit", "rumina_habit", "chew_habit", "intake_habit", "inactive_habit").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"high_habit":     weekHabitData.HighHabit,
				"rumina_habit":   weekHabitData.RuminaHabit,
				"chew_habit":     weekHabitData.ChewHabit,
				"intake_habit":   weekHabitData.IntakeHabit,
				"inactive_habit": weekHabitData.InactiveHabit,
			}).Error; err != nil {
			zaplog.Error("WeeklyUpdateActiveHabit",
				zap.Error(err),
				zap.Any("NeckActiveHabit", v),
				zap.Any("pastureId", pastureId),
			)
		}
	}
}

// SumUpdateActiveHabit -- 累计24小时数值
func (e *Entry) SumUpdateActiveHabit(pastureId int64, newNeckActiveHabitList []*model.NeckActiveHabit, xToDay *XToday) {
	for _, v := range newNeckActiveHabitList {
		sumHabitData := e.FindSumHabitData(pastureId, v.NeckRingNumber, v.HeatDate, v.Frameid, xToDay)
		// 更新过滤值
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("sum_rumina", "sum_intake", "sum_inactive", "sum_active", "sum_max_high", "sum_min_high", "sum_min_chew").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"sum_rumina":   sumHabitData.SumRumina,
				"sum_intake":   sumHabitData.SumIntake,
				"sum_inactive": sumHabitData.SumInactive,
				"sum_active":   sumHabitData.SumActive,
				"sum_max_high": sumHabitData.SumMaxHigh,
				"sum_min_high": sumHabitData.SumMinHigh,
				"sum_min_chew": sumHabitData.SumMinChew,
			}).Error; err != nil {
			zaplog.Error("WeeklyUpdateActiveHabit",
				zap.Any("err", err),
				zap.Any("NeckActiveHabit", v),
				zap.Any("pastureId", pastureId),
			)
		}
	}
}

// ActiveChange -- 变化百分比
func (e *Entry) ActiveChange(pastureId int64, processIds []int64, xToDay *XToday) {
	newNeckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("pasture_id = ?", pastureId).
		Where("id IN (?)", processIds).
		Where("high_habit > ?", 0).
		Where(e.DB.Where("high >= ?", xToDay.High).Or("rumina >= ?", xToDay.Rumina)).
		Find(&newNeckActiveHabitList).Error; err != nil {
		zaplog.Error("ActiveChange", zap.Any("error", err), zap.Any("processIds", processIds))
	}

	for _, v := range newNeckActiveHabitList {
		changeHigh := calculateChangeHigh(v, xToDay.WeeklyActive)
		changeRumina := int32(0)
		changeChew := int32(0)

		if v.RuminaHabit != 0 {
			changeRumina = int32(math.Round(float64(v.FilterRumina-v.RuminaHabit) / float64(v.RuminaHabit) * 100))
		}

		if v.ChewHabit != 0 {
			changeChew = int32(math.Round(float64(v.FilterChew-v.ChewHabit) / float64(v.ChewHabit) * 100))
		}

		// 更新过滤值
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("change_high", "change_rumina", "change_chew").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"change_high":   changeHigh,
				"change_rumina": changeRumina,
				"change_chew":   changeChew,
			}).Error; err != nil {
			zaplog.Error("ActiveChange",
				zap.Any("err", err),
				zap.Any("NeckActiveHabit", v),
			)
		}
	}
}

func (e *Entry) Before3DaysNeckActiveHabit(pastureId int64, processIds []int64) {
	newNeckActiveHabitList := make([]*model.NeckActiveHabit, 0)
	if err := e.DB.Model(new(model.NeckActiveHabit)).
		Where("id IN (?)", processIds).
		Order("heat_date,neck_ring_number,frameid").
		Find(&newNeckActiveHabitList).Error; err != nil {
		zaplog.Error("Before3DaysNeckActiveHabit", zap.Any("error", err), zap.Any("processIds", processIds))
	}

	for _, v := range newNeckActiveHabitList {
		before3DaysNeckActiveHabit := e.FindBefore3DaysNeckActiveHabit(pastureId, v.NeckRingNumber, v.HeatDate, v.Frameid)
		if before3DaysNeckActiveHabit.SumRumina == 0 && before3DaysNeckActiveHabit.SumIntake == 0 {
			continue
		}
		// 更新过滤值
		if err := e.DB.Model(new(model.NeckActiveHabit)).
			Select("before_three_sum_rumina", "before_three_sum_intake").
			Where("id = ?", v.Id).
			Updates(map[string]interface{}{
				"before_three_sum_rumina": before3DaysNeckActiveHabit.SumRumina,
				"before_three_sum_intake": before3DaysNeckActiveHabit.SumIntake,
			}).Error; err != nil {
			zaplog.Error("Before3DaysNeckActiveHabit",
				zap.Error(err),
				zap.Any("NeckActiveHabit", v),
				zap.Any("pastureId", pastureId),
			)
		}
	}
}

// calculateChangeHigh 计算活动量变化
func calculateChangeHigh(data *model.NeckActiveHabit, weeklyActive int32) int32 {
	highDiff := data.FilterHigh - data.HighHabit
	changeHigh := int32(0)
	if highDiff > 0 {
		denominator := float64(data.WeekHigh)*0.6 + float64(data.HighHabit)*0.2 + float64(weeklyActive)*0.2
		changeHigh = int32(math.Round((float64(highDiff) / denominator) * 100))
	} else {
		changeHigh = int32(math.Round(float64(highDiff) / float64(data.HighHabit) * 100))
	}
	return changeHigh
}