eta_chart_lib/models/chart.go

package models

import (
	"errors"
	"eta/eta_chart_lib/models/mgo"
	"eta/eta_chart_lib/utils"
	"fmt"
	"strconv"
	"time"

	"github.com/beego/beego/v2/client/orm"
	"go.mongodb.org/mongo-driver/bson"

	"github.com/nosixtools/solarlunar"
)

type ChartInfo struct {
	ChartInfoId       int       `json:"-" orm:"column(chart_info_id);pk"`
	ChartName         string    `description:"来源名称"`
	ChartNameEn       string    `description:"英文图表名称"`
	ChartClassifyId   int       `json:"-" description:"图表分类id"`
	SysUserId         int       `json:"-"`
	SysUserRealName   string    `json:"-"`
	UniqueCode        string    `description:"图表唯一编码"`
	CreateTime        time.Time `json:"-"`
	ModifyTime        time.Time `json:"-"`
	DateType          int       `description:"日期类型:1:00年至今,2:10年至今,3:15年至今，4：年初至今，5:自定义时间"`
	StartDate         string    `description:"自定义开始日期"`
	EndDate           string    `description:"自定义结束日期"`
	IsSetName         int       `description:"设置名称"`
	EdbInfoIds        string    `description:"指标id"`
	ChartType         int       `description:"生成样式:1:曲线图,2:季节性图"`
	Calendar          string    `description:"公历/农历"`
	SeasonStartDate   string    `description:"季节性图开始日期"`
	SeasonEndDate     string    `description:"季节性图开始日期"`
	ChartImage        string    `description:"图表图片"`
	BarConfig         string    `description:"柱方图的配置，json数据" json:"-"`
	XMin              string    `description:"图表X轴最小值"`
	XMax              string    `description:"图表X轴最大值"`
	LeftMin           string    `description:"图表左侧最小值"`
	LeftMax           string    `description:"图表左侧最大值"`
	RightMin          string    `description:"图表右侧最小值"`
	RightMax          string    `description:"图表右侧最大值"`
	Right2Min         string    `description:"图表右侧2最小值"`
	Right2Max         string    `description:"图表右侧2最大值"`
	MinMaxSave        int       `description:"是否手动保存过上下限：0-否；1-是"`
	Source            int       `description:"1：ETA图库；2：商品价格曲线"`
	Unit              string    `description:"中文单位名称"`
	UnitEn            string    `description:"英文单位名称"`
	ExtraConfig       string    `description:"图表额外配置,json数据" json:"-"`
	ChartSource       string    `description:"图表来源str"`
	ChartSourceEn     string    `description:"图表来源（英文）"`
	SeasonExtraConfig string    `description:"季节性图表中的配置,json数据"`
	StartYear         int       `description:"当选择的日期类型为最近N年类型时，即date_type=20, 用start_year表示N"`
	ChartThemeId      int       `description:"图表应用主题ID"`
	ChartThemeStyle   string    `description:"图表应用主题样式"`
	SourcesFrom       string    `description:"图表来源"`
	Instructions      string    `description:"图表说明"`
	MarkersLines      string    `description:"标识线"`
	MarkersAreas      string    `description:"标识区"`
}

func GetChartInfoByUniqueCode(uniqueCode string) (item *ChartInfo, err error) {
	o := orm.NewOrmUsingDB("data")
	sql := ` SELECT * FROM chart_info WHERE unique_code=? `
	err = o.Raw(sql, uniqueCode).QueryRow(&item)
	return
}

type ChartEdbInfoMapping struct {
	EdbInfoId         int     `description:"指标id"`
	SourceName        string  `description:"来源名称"`
	Source            int     `description:"来源id"`
	EdbCode           string  `description:"指标编码"`
	EdbName           string  `description:"指标名称"`
	EdbAliasName      string  `description:"指标名称（别名）"`
	EdbAliasNameEn    string  `description:"英文指标名称（别名）"`
	EdbNameEn         string  `description:"英文指标名称"`
	Frequency         string  `description:"频率"`
	FrequencyEn       string  `description:"英文频率"`
	Unit              string  `description:"单位"`
	UnitEn            string  `description:"英文单位"`
	StartDate         string  `description:"起始日期"`
	EndDate           string  `description:"终止日期"`
	ModifyTime        string  `description:"指标最后更新时间"`
	ChartEdbMappingId int     `description:"图表指标id" json:"-"`
	ChartInfoId       int     `description:"图表id"`
	MaxData           float64 `description:"上限"`
	MinData           float64 `description:"下限"`
	IsOrder           bool    `description:"true:正序,false:逆序"`
	IsAxis            int     `description:"1:左轴,0:右轴"`
	EdbInfoType       int     `description:"1:标准指标,0:领先指标"`
	EdbType           int     `description:"指标类型:1:基础指标,2:计算指标"`
	LeadValue         int     `description:"领先值"`
	LeadUnit          string  `description:"领先单位"`
	LeadUnitEn        string  `description:"领先英文单位"`
	ChartStyle        string  `description:"图表类型"`
	ChartColor        string  `description:"颜色"`
	ChartWidth        float64 `description:"线条大小"`
	DataList          interface{}

	EdbInfoCategoryType int     `description:"0:普通指标,1:预测指标"`
	PredictChartColor   string  `description:"预测数据的颜色"`
	ChartType           int     `description:"生成样式:1:曲线图,2:季节性图,3:面积图，4：柱状图，5：散点图，6：组合图"`
	LatestDate          string  `description:"数据最新日期"`
	LatestValue         float64 `description:"数据最新值"`
	MoveLatestDate      string  `description:"移动后的数据最新日期"`
	UniqueCode          string  `description:"指标唯一编码"`
	MinValue            float64 `json:"-" description:"最小值"`
	MaxValue            float64 `json:"-" description:"最大值"`
	IsNullData          bool    `json:"-" description:"是否空数据"`
	MappingSource       int     `description:"1：ETA图库；2：商品价格曲线"`
	SubSource           int     `description:"子数据来源:0:经济数据库,1:日期序列"`
	SubSourceName       string  `description:"子数据来源名称"`
	IndicatorCode       string  `description:"指标代码"`
	StockCode           string  `description:"证券代码"`
	IsConvert           int     `description:"是否数据转换 0不转 1转"`
	ConvertType         int     `description:"数据转换类型 1乘 2除 3对数"`
	ConvertValue        float64 `description:"数据转换值"`
	ConvertUnit         string  `description:"数据转换单位"`
	ConvertEnUnit       string  `description:"数据转换单位"`
	ClassifyId          int     `description:"分类id"`
	IsJoinPermission    int     `description:"是否加入权限管控，0：不加入；1：加入；默认：0"`
}

func GetChartEdbMappingList(chartInfoId int) (list []*ChartEdbInfoMapping, err error) {
	o := orm.NewOrmUsingDB("data")
	aField := `a.chart_edb_mapping_id,a.chart_info_id,a.edb_info_id,a.create_time,a.modify_time,a.unique_code,a.max_data,a.min_data,a.is_order,a.is_axis,a.edb_info_type,a.lead_value,a.lead_unit,a.chart_style,a.chart_color,a.predict_chart_color,a.chart_width,a.source as mapping_source,a.edb_alias_name`
	sql := ` SELECT ` + aField + `,b.source_name,b.source,b.edb_code,b.edb_name,b.edb_name_en,b.frequency,b.unit,b.unit_en,b.start_date,b.end_date,b.modify_time,b.edb_type,b.latest_date,b.latest_value,b.unique_code,b.edb_info_type AS edb_info_category_type,b.sub_source,
a.is_convert, a.convert_type, a.convert_value, a.convert_unit, a.convert_en_unit 
             FROM chart_edb_mapping AS a
			 INNER JOIN edb_info AS b ON a.edb_info_id=b.edb_info_id
			 WHERE chart_info_id=? 
             ORDER BY chart_edb_mapping_id ASC `
	_, err = o.Raw(sql, chartInfoId).QueryRows(&list)
	return
}

type EdbDataList struct {
	EdbDataId     int     `json:"-" description:" 指标数据ID"`
	EdbInfoId     int     `json:"-" description:"指标ID"`
	DataTime      string  `description:"数据日期"`
	DataTimestamp int64   `description:"数据日期"`
	Value         float64 `description:"数据值"`
}

// GetEdbDataList 获取指标的数据（日期正序返回）
func GetEdbDataList(source, subSource, edbInfoId int, startDate, endDate string) (list []*EdbDataList, err error) {
	// 自有数据需要额外处理（从mongo获取）
	if source == utils.DATA_SOURCE_BUSINESS && utils.UseMongo {
		return getEdbDataListByMongo(source, subSource, edbInfoId, startDate, endDate)
	}
	if source == utils.DATA_SOURCE_THS && subSource == utils.DATA_SUB_SOURCE_HIGH_FREQUENCY && utils.UseMongo {
		return getThsHfEdbDataListByMongo(source, subSource, edbInfoId, startDate, endDate)
	}

	return getEdbDataListByMysql(source, subSource, edbInfoId, startDate, endDate)
}

// getEdbDataListByMysql
// @Description: 从mysql中获取指标的数据（日期正序返回）
// @author: Roc
// @datetime 2024-05-08 16:49:48
// @param source int
// @param subSource int
// @param edbInfoId int
// @param startDate string
// @param endDate string
// @return list []*EdbDataList
// @return err error
func getEdbDataListByMysql(source, subSource, edbInfoId int, startDate, endDate string) (list []*EdbDataList, err error) {
	tableName := GetEdbDataTableName(source, subSource)
	if tableName == "" {
		err = errors.New("无效的渠道：" + strconv.Itoa(source))
		list = make([]*EdbDataList, 0)
		return list, err
	}
	var pars []interface{}
	var condition string
	if startDate != "" {
		condition += ` AND data_time>=? `
		pars = append(pars, startDate)
	}
	if endDate != "" {
		condition += ` AND data_time<=? `
		pars = append(pars, endDate)
	}
	sql := `SELECT edb_data_id,edb_info_id,data_time,value,data_timestamp FROM %s WHERE edb_info_id=? `
	if condition != "" {
		sql += condition
	}
	sql += ` ORDER BY data_time ASC  `
	sql = fmt.Sprintf(sql, tableName)
	o := orm.NewOrmUsingDB("data")
	_, err = o.Raw(sql, edbInfoId, pars).QueryRows(&list)
	return
}

// getEdbDataListByMongo
// @Description: 从mongo中获取指标的数据（日期正序返回）
// @author: Roc
// @datetime 2024-05-08 16:49:59
// @param source int
// @param subSource int
// @param edbInfoId int
// @param startDate string
// @param endDate string
// @return list []*EdbDataList
// @return err error
func getEdbDataListByMongo(source, subSource, edbInfoId int, startDate, endDate string) (list []*EdbDataList, err error) {
	list = make([]*EdbDataList, 0)

	mogDataObj := mgo.EdbDataBusiness{}
	// 构建查询条件
	queryConditions := bson.M{
		"edb_info_id": edbInfoId,
	}
	// 日期
	dateCondition, err := mgo.BuildDateCondition(startDate, endDate)
	if err != nil {
		return
	}
	if len(dateCondition) > 0 {
		queryConditions["data_time"] = dateCondition
	}

	// 获取列表数据
	tmpDataList, tmpErr := mogDataObj.GetAllDataList(queryConditions, []string{"data_time"})
	if tmpErr != nil {
		err = tmpErr
		return
	}
	for k, v := range tmpDataList {
		list = append(list, &EdbDataList{
			EdbDataId:     k + 1,
			EdbInfoId:     v.EdbInfoId,
			DataTime:      v.DataTime.Format(utils.FormatDate),
			DataTimestamp: v.DataTimestamp,
			Value:         v.Value,
		})
	}

	return
}

type EdbDataItemList struct {
	EdbDataId     int     `json:"-" description:" 指标数据ID"`
	EdbInfoId     int     `json:"-" description:"指标ID"`
	DataTime      string  `description:"数据日期"`
	DataTimestamp int64   `description:"数据日期"`
	Value         float64 `description:"数据值"`
}

type EdbDataItems struct {
	Items                []*EdbDataList
	Year                 int
	BetweenDay           int   `json:"-" description:"公历与农历之间相差的天数"`
	CuttingDataTimestamp int64 `description:"切割的时间戳"`
}

type EdbDataResult struct {
	List []*EdbDataItems
}

type QuarterData struct {
	Year                 string
	DataList             []*EdbDataList
	CuttingDataTimestamp int64 `description:"切割的时间戳"`
	ChartLegend          string
	Years                string
}

type QuarterXDateItem struct {
	StartDate            time.Time
	EndDate              time.Time
	ShowName             string
	ChartLegend          string
	CuttingDataTimestamp int64 `description:"切割的时间戳"`
}

type ChartInfoDetailResp struct {
	ChartInfo            *ChartInfo
	EdbInfoList          []*ChartEdbInfoMapping
	XEdbIdValue          []int            `description:"柱方图的x轴数据，指标id"`
	YDataList            []YData          `description:"柱方图的y轴数据"`
	XDataList            []XData          `description:"商品价格曲线的X轴数据"`
	CorrelationChartInfo *CorrelationInfo `description:"相关性图表信息"`
	DataResp             interface{}      `description:"图表数据,根据图的类型而定的,没有确定的数据格式"`
	WaterMark            string           `description:"水印"`
	IsCollect            bool             `description:"是否收藏"`
}

// XData 商品价格曲线的的x轴数据
type XData struct {
	Name   string `description:"别名"`
	NameEn string `description:"英文别名"`
	IsHide int    `description:"是否隐藏，0不隐藏，1隐藏"`
}

// YData 柱方图的y轴数据
type YData struct {
	Date           string          `description:"数据日期"`
	ConfigDate     time.Time       `description:"配置的日期" json:"-"`
	Color          string          `description:"数据颜色"`
	Name           string          `description:"别名"`
	NameEn         string          `description:"英文别名"`
	Value          []float64       `description:"每个指标的值"`
	NoDataEdbList  []int           `description:"没有数据的指标列表"`
	XEdbInfoIdList []int           `description:"对应X轴的指标id列表"`
	EdbValMap      map[int]float64 `description:"指标与值的对应" json:"-"`
	M              []int           `description:"对应开始日期的间隔值" json:"-"`
	NameList       []string        `description:"每个值对应的名称"`
	EnNameList     []string        `description:"每个值对应的英文名称"`
	SeriesEdb      struct {
		SeriesId  int `description:"因子指标系列ID"`
		EdbInfoId int `description:"指标ID"`
	} `description:"对应的系列指标"`
}

// RollingCorrelationChartDataResp 滚动相关性图
type RollingCorrelationChartDataResp struct {
	XDateTimeValue []string `description:"滚动相关性图的x轴数据，日期数据"`
	YDataList      []YData  `description:"滚动相关性图的y轴数据"`
}

// 指标季度数据计算(公历转农历)
func AddCalculateQuarterV5(dataList []*EdbDataList) (result *EdbDataResult, err error) {
	var errMsg string
	defer func() {
		if errMsg != "" {
			fmt.Println("errMsg:", errMsg)
		}
	}()
	if len(dataList) <= 0 {
		result.List = make([]*EdbDataItems, 0)
		return
	}

	endDate := dataList[len(dataList)-1].DataTime
	endDateForm, err := time.Parse(utils.FormatDate, endDate)
	if err != nil {
		return result, err
	}
	thisMonth := int(endDateForm.Month())

	result = new(EdbDataResult)
	var yearArr []int
	yearMap := make(map[int]int)
	var cureentDate time.Time
	if thisMonth < 11 {
		for k, v := range dataList {
			dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
			if err != nil {
				errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
				return result, err
			}
			if k == len(dataList)-1 {
				cureentDate = dateTime
			}
			year := dateTime.Year()
			if _, ok := yearMap[year]; !ok {
				yearArr = append(yearArr, year)
			}
			yearMap[year] = year
		}
	} else {
		for k, v := range dataList {
			dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
			if err != nil {
				errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
				return result, err
			}
			if k == len(dataList)-1 {
				cureentDate = dateTime
			}
			year := dateTime.Year() + 1
			if _, ok := yearMap[year]; !ok {
				yearArr = append(yearArr, year)
			}
			yearMap[year] = year
		}
	}
	//排序
	fmt.Println("yearArr:", yearArr)
	thisYear := cureentDate.Year()
	//thisMonth := int(cureentDate.Month())

	fmt.Println("thisMonth:", thisMonth)
	for ky, vy := range yearArr {
		fmt.Println("line 432:", ky, vy, thisYear, thisMonth)
		if thisMonth < 11 {
			currentYearCjnl := strconv.Itoa(thisYear) + "-01-01"               //当前年份春节农历
			currentYearCjgl := solarlunar.LunarToSolar(currentYearCjnl, false) //当前年份春节公历
			currentYearCjglDate, err := time.Parse(utils.FormatDate, currentYearCjgl)
			if err != nil {
				errMsg = "生成当前春节失败,Err:" + err.Error()
				return result, err
			}

			preYear := vy
			preYearCjnl := strconv.Itoa(preYear) + "-01-01"            //之前年份春节农历
			preYearCjgl := solarlunar.LunarToSolar(preYearCjnl, false) //之前年份春节公历
			preYearCjglDate, err := time.Parse(utils.FormatDate, preYearCjgl)
			if err != nil {
				errMsg = "生成历史年份春节失败,Err:" + err.Error()
				return result, err
			}
			day := currentYearCjglDate.Sub(preYearCjglDate).Hours() / float64(24)

			items := new(EdbDataItems)
			items.BetweenDay = int(day) //公历日期换算成农历，需要减除的天数
			items.Year = preYear
			for _, v := range dataList {
				dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
				if err != nil {
					errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
					return result, err
				}
				newDate := dateTime.AddDate(0, 0, int(day))
				selectDateStr := strconv.Itoa(thisYear) + "-11" + "-30"
				selectDate, _ := time.Parse(utils.FormatDate, selectDateStr)
				if newDate.Before(selectDate) || newDate == selectDate {
					timestamp := newDate.UnixNano() / 1e6
					item := new(EdbDataList)
					item.DataTime = newDate.Format(utils.FormatDate)
					item.EdbInfoId = v.EdbInfoId
					item.Value = v.Value
					item.EdbDataId = v.EdbDataId
					item.DataTimestamp = timestamp
					items.Items = append(items.Items, item)
				}
			}
			result.List = append(result.List, items)
		} else {
			nextYear := thisYear + 1
			nextYearCjnl := strconv.Itoa(nextYear) + "-01-01"            //当前年份春节农历
			nextYearCjgl := solarlunar.LunarToSolar(nextYearCjnl, false) //当前年份春节公历

			nextYearCjglDate, err := time.Parse(utils.FormatDate, nextYearCjgl)
			if err != nil {
				errMsg = "生成当前春节失败,Err:" + err.Error()
				return result, err
			}
			preYear := vy
			preYearCjnl := strconv.Itoa(preYear) + "-01-01"            //之前年份春节农历
			preYearCjgl := solarlunar.LunarToSolar(preYearCjnl, false) //之前年份春节公历
			preYearCjglDate, err := time.Parse(utils.FormatDate, preYearCjgl)
			if err != nil {
				errMsg = "生成历史年份春节失败,Err:" + err.Error()
				return result, err
			}
			day := nextYearCjglDate.Sub(preYearCjglDate).Hours() / float64(24)

			fmt.Println("day:", day, nextYearCjglDate, preYearCjglDate)

			items := new(EdbDataItems)
			items.BetweenDay = int(day) //公历日期换算成农历，需要减除的天数
			items.Year = preYear - 1
			fmt.Println("preYear:", preYear, "ky:", ky, "yearArrLen:", len(yearArr))
			if ky+1 < len(yearArr) {
				for _, v := range dataList {
					dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
					if err != nil {
						errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
						return result, err
					}
					newDate := dateTime.AddDate(0, 0, int(day))
					selectDateStr := strconv.Itoa(nextYear) + "-05" + "-31"
					selectDate, _ := time.Parse(utils.FormatDate, selectDateStr)

					if newDate.Before(selectDate) || newDate == selectDate {
						timestamp := newDate.UnixNano() / 1e6
						item := new(EdbDataList)
						item.DataTime = newDate.Format(utils.FormatDate)
						item.EdbInfoId = v.EdbInfoId
						item.Value = v.Value
						item.EdbDataId = v.EdbDataId
						item.DataTimestamp = timestamp
						items.Items = append(items.Items, item)
					}
				}
				result.List = append(result.List, items)
			} else {
				for _, v := range dataList {
					dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
					if err != nil {
						errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
						return result, err
					}
					timestamp := dateTime.UnixNano() / 1e6
					item := new(EdbDataList)
					item.DataTime = dateTime.Format(utils.FormatDate)
					item.EdbInfoId = v.EdbInfoId
					item.Value = v.Value
					item.EdbDataId = v.EdbDataId
					item.DataTimestamp = timestamp
					items.Items = append(items.Items, item)
				}
				result.List = append(result.List, items)
			}
		}
	}
	return
}

// AddCalculateQuarterV6 指标季度数据计算(季节性图表)
func AddCalculateQuarterV6(dataList []*EdbDataList) (result *EdbDataResult, err error) {
	var errMsg string
	defer func() {
		if errMsg != "" {
			fmt.Println("errMsg:", errMsg)
		}
	}()

	endDate := dataList[len(dataList)-1].DataTime
	endDateForm, err := time.Parse(utils.FormatDate, endDate)
	if err != nil {
		return result, err
	}
	thisMonth := int(endDateForm.Month())

	result = new(EdbDataResult)
	var yearArr []int
	yearMap := make(map[int]int)
	var cureentDate time.Time
	if thisMonth < 11 {
		for k, v := range dataList {
			dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
			if err != nil {
				errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
				return result, err
			}
			if k == len(dataList)-1 {
				cureentDate = dateTime
			}
			year := dateTime.Year()
			if _, ok := yearMap[year]; !ok {
				yearArr = append(yearArr, year)
			}
			yearMap[year] = year
		}
	} else {
		for k, v := range dataList {
			dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
			if err != nil {
				errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
				return result, err
			}
			if k == len(dataList)-1 {
				cureentDate = dateTime
			}
			year := dateTime.Year() + 1
			if _, ok := yearMap[year]; !ok {
				yearArr = append(yearArr, year)
			}
			yearMap[year] = year
		}
	}
	//排序
	fmt.Println("yearArr:", yearArr)
	thisYear := cureentDate.Year()
	//thisMonth := int(cureentDate.Month())

	fmt.Println("thisMonth:", thisMonth)
	for ky, vy := range yearArr {
		fmt.Printf("line 432:ky:%d, vy:%d, thisYear:%d, thisMonth:%d", ky, vy, thisYear, thisMonth)
		fmt.Println("")
		if thisMonth < 11 {
			currentYearCjnl := strconv.Itoa(thisYear) + "-01-01"               //当前年份春节农历
			currentYearCjgl := solarlunar.LunarToSolar(currentYearCjnl, false) //当前年份春节公历
			currentYearCjglDate, err := time.Parse(utils.FormatDate, currentYearCjgl)
			if err != nil {
				errMsg = "生成当前春节失败,Err:" + err.Error()
				return result, err
			}

			preYear := vy
			preYearCjnl := strconv.Itoa(preYear) + "-01-01"            //之前年份春节农历
			preYearCjgl := solarlunar.LunarToSolar(preYearCjnl, false) //之前年份春节公历
			preYearCjglDate, err := time.Parse(utils.FormatDate, preYearCjgl)
			if err != nil {
				errMsg = "生成历史年份春节失败,Err:" + err.Error()
				return result, err
			}
			day := currentYearCjglDate.Sub(preYearCjglDate).Hours() / float64(24)

			fmt.Println("day:", day, currentYearCjglDate, preYearCjglDate)

			items := new(EdbDataItems)
			items.BetweenDay = int(day) //公历日期换算成农历，需要减除的天数
			items.Year = preYear
			for _, v := range dataList {
				dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
				if err != nil {
					errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
					return result, err
				}
				newDate := dateTime.AddDate(0, 0, int(day))
				timestamp := newDate.UnixNano() / 1e6
				item := new(EdbDataList)
				item.DataTime = newDate.Format(utils.FormatDate)
				item.EdbInfoId = v.EdbInfoId
				item.Value = v.Value
				item.EdbDataId = v.EdbDataId
				item.DataTimestamp = timestamp
				items.Items = append(items.Items, item)
			}
			result.List = append(result.List, items)
		} else {
			nextYear := thisYear + 1
			nextYearCjnl := strconv.Itoa(nextYear) + "-01-01"            //当前年份春节农历
			nextYearCjgl := solarlunar.LunarToSolar(nextYearCjnl, false) //当前年份春节公历

			nextYearCjglDate, err := time.Parse(utils.FormatDate, nextYearCjgl)
			if err != nil {
				errMsg = "生成当前春节失败,Err:" + err.Error()
				return result, err
			}
			preYear := vy
			preYearCjnl := strconv.Itoa(preYear) + "-01-01"            //之前年份春节农历
			preYearCjgl := solarlunar.LunarToSolar(preYearCjnl, false) //之前年份春节公历
			preYearCjglDate, err := time.Parse(utils.FormatDate, preYearCjgl)
			if err != nil {
				errMsg = "生成历史年份春节失败,Err:" + err.Error()
				return result, err
			}
			day := nextYearCjglDate.Sub(preYearCjglDate).Hours() / float64(24)

			fmt.Println("day:", day, nextYearCjglDate, preYearCjglDate)

			items := new(EdbDataItems)
			items.BetweenDay = int(day) //公历日期换算成农历，需要减除的天数
			items.Year = preYear
			fmt.Println("preYear:", preYear, "ky:", ky, "yearArrLen:", len(yearArr))
			//if ky+1 < len(yearArr) {
			for _, v := range dataList {
				dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
				if err != nil {
					errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
					return result, err
				}
				newDate := dateTime.AddDate(0, 0, int(day))
				timestamp := newDate.UnixNano() / 1e6
				item := new(EdbDataList)
				item.DataTime = newDate.Format(utils.FormatDate)
				item.EdbInfoId = v.EdbInfoId
				item.Value = v.Value
				item.EdbDataId = v.EdbDataId
				item.DataTimestamp = timestamp
				items.Items = append(items.Items, item)
			}
			result.List = append(result.List, items)
			/*} else {
				for _, v := range dataList {
					dateTime, err := time.Parse(utils.FormatDate, v.DataTime)
					if err != nil {
						errMsg = "time.Parse Err:" + err.Error() + ";DataTime:" + v.DataTime
						return result, err
					}
					timestamp := dateTime.UnixNano() / 1e6
					item := new(EdbDataList)
					item.DataTime = dateTime.Format(utils.FormatDate)
					item.EdbInfoId = v.EdbInfoId
					item.Value = v.Value
					item.EdbDataId = v.EdbDataId
					item.DataTimestamp = timestamp
					items.Items = append(items.Items, item)
				}
				result.List = append(result.List, items)
			}*/
		}
	}
	return
}

type CorrelationInfo struct {
	LeadValue       int    `description:"领先值"`
	LeadUnit        string `description:"领先单位"`
	StartDate       string `description:"开始日期"`
	EndDate         string `description:"结束日期"`
	EdbInfoIdFirst  int    `description:"A指标ID"`
	EdbInfoIdSecond int    `description:"B指标ID"`
	PeriodData      string `description:"X轴-期数数据"`
	CorrelationData string `description:"Y轴-相关性系数"`
	AnalysisMode    int    `description:"分析模式: 0-单因子; 1-多因子"`
}

type SeasonExtraItem struct {
	ChartLegend                 []SeasonChartLegend         `description:"自定义的图例名称"`
	XStartDate                  string                      `description:"横坐标显示的起始日"`
	XEndDate                    string                      `description:"横坐标显示的截止日"`
	JumpYear                    int                         `description:"横坐标日期是否跨年，1跨年，0不跨年"`
	RightAxis                   SeasonRightAxis             `description:"自定义右轴指标"`
	MaxMinLimits                MaxMinLimits                `description:"自定义同期上下限"`
	SamePeriodAverage           SamePeriodAverage           `description:"自定义同期均线"`
	SamePeriodStandardDeviation SamePeriodStandardDeviation `description:"自定义同期标准差"`
}

// 自定义右轴指标
type SeasonRightAxis struct {
	IndicatorType int     `description:"右轴指标类型 1:左轴指标同比，2:指标库，3:预测指标 "`
	Style         string  `description:"生成样式"`
	Shape         string  `description:"形状"`
	ChartColor    string  `description:"图表颜色"`
	Size          int     `description:"大小"`
	Legend        string  `description:"图例名称"`
	NumFormat     int     `description:"数值格式 1:百分比 2:小数"`
	IsConnected   int     `description:"是否连接 0不连接 1连接"`
	LineColor     string  `description:"线条颜色"`
	LineWidth     float64 `description:"线条宽度"`
	LineStyle     string  `description:"线条样式"`
	IsShow        bool    `description:"是否显示"`
	IsAdd         bool    `description:"是否添加"`
}

// 自定义同期上下限
type MaxMinLimits struct {
	Color  string `description:"颜色"`
	Year   int    `description:"上下限取值范围"`
	Legend string `description:"图例名称"`
	IsShow bool   `description:"是否显示"`
	IsAdd  bool   `description:"是否添加"`
}

// 自定义同期均线
type SamePeriodAverage struct {
	Color     string  `description:"颜色"`
	Year      int     `description:"均线取值范围"`
	Legend    string  `description:"图例名称"`
	LineType  string  `description:"线型"`
	LineWidth float64 `description:"线宽"`
	IsShow    bool    `description:"是否显示"`
	IsAdd     bool    `description:"是否添加"`
}

// 自定义同期均线
type SamePeriodAverageResp struct {
	Color     string                   `description:"颜色"`
	Year      int                      `description:"均线取值范围"`
	Legend    string                   `description:"图例名称"`
	LineType  string                   `description:"线型"`
	LineWidth float64                  `description:"线宽"`
	IsShow    bool                     `description:"是否显示"`
	List      []*SamePeriodAverageData `description:"自定义均线列表"`
	IsAdd     bool                     `description:"是否添加"`
}

type SamePeriodAverageData struct {
	DataTime      string  `description:"数据日期"`
	DataTimestamp int64   `description:"数据日期时间戳"`
	Value         float64 `description:"均值"`
}

// 自定义同期标准差
type SamePeriodStandardDeviation struct {
	Color    string  `description:"颜色"`
	Year     int     `description:"标准差取值范围"`
	Legend   string  `description:"图例名称"`
	Multiple float64 `description:"标准差倍数"`
	IsShow   bool    `description:"是否显示"`
	IsAdd    bool    `description:"是否添加"`
}

type SamePeriodStandardDeviationResp struct {
	Color    string              `description:"颜色"`
	Year     int                 `description:"标准差取值范围"`
	Legend   string              `description:"图例名称"`
	Multiple float64             `description:"标准差倍数"`
	IsShow   bool                `description:"是否显示"`
	List     []*MaxMinLimitsData `description:"自定义标准差列表"`
	IsAdd    bool                `description:"是否添加"`
}

type SeasonChartResp struct {
	MaxMinLimits                MaxMinLimitsResp                `description:"自定义上下限"`
	SamePeriodAverage           SamePeriodAverageResp           `description:"自定义同期均线"`
	SamePeriodStandardDeviation SamePeriodStandardDeviationResp `description:"自定义同期标准差线"`
	RightAxis                   SeasonRightAxisResp             `description:"自定义右轴指标"`
}

// 自定义右轴指标
type SeasonRightAxisResp struct {
	SeasonRightAxis
	EdbInfoList []*ChartEdbInfoMapping
}

type MaxMinLimitsResp struct {
	List   []*MaxMinLimitsData `description:"自定义上下限列表"`
	Color  string              `description:"颜色"`
	Year   int                 `description:"上下限取值范围"`
	Legend string              `description:"图例名称"`
	IsShow bool                `description:"是否显示"`
	IsAdd  bool                `description:"是否添加"`
}

type MaxMinLimitsData struct {
	DataTime      string  `description:"数据日期"`
	DataTimestamp int64   `description:"数据日期时间戳"`
	MaxValue      float64 `description:"最大值"`
	MinValue      float64 `description:"最小值"`
}

type SeasonChartLegend struct {
	Name  string
	Value string
}

type QuarterDataList []*QuarterData

func (m QuarterDataList) Len() int {
	return len(m)
}

func (m QuarterDataList) Less(i, j int) bool {
	return m[i].Years < m[j].Years
}

func (m QuarterDataList) Swap(i, j int) {
	m[i], m[j] = m[j], m[i]
}

type ChartDwCollectReq struct {
	UniqueCode string
	Token      string
}

// 截面组合图额外配置
type ChartSectionExtraConf struct {
	DateConfList        []*ChartSectionDateConfItem
	IsHeap              int                      `description:"是否堆积（1.堆积，0不堆积）"`
	XDataList           []XData                  `description:"横轴名称设置"`
	UnitList            *ChartSectionCombineUnit `description:"纵轴单位设置"`
	BaseChartSeriesName string                   `description:"基准系列名称"`
	SortType            int                      `description:"排序类型，0默认，1升序，2降序"`
}

// 截面组合图额外配置
type ChartSectionAllExtraConf struct {
	ChartSectionExtraConf
	SeriesList []*ChartSectionSeriesItem
}

type ChartSectionDateConfItem struct {
	MoveForward    int    `description:"前移的期数"`
	EdbInfoId      int    `description:"指标ID"`
	EdbName        string `description:"指标名称"`
	EdbNameEn      string `description:"指标名称英文"`
	EdbInfoType    int    `description:"指标类型"`
	Frequency      string `description:"频度"`
	EndDate        string `description:"最新日期"`
	StaticDate     string `description:"固定日期"`
	DateType       int    `description:"日期类型:0 指标日期，1系统日期, 2固定日期"`
	DateConfName   string `description:"引用日期名称"` // 引用日期名称不能重复
	DateConfNameEn string `description:"引用日期英文名称"`
	DateChange     []*ChartSectionDateChange
}

// 截面组合图引用日期配置
type ChartSectionDateChange struct {
	Year         int
	Month        int
	Day          int
	Frequency    string `description:"频度变换"`
	FrequencyDay string `description:"频度的固定日期"`
	ChangeType   int    `description:"日期变换类型1日期位移，2指定频率"`
}

// 截面组合图系列配置
type ChartSectionSeriesItem struct {
	ChartSeriesId int     `description:"系列ID"`
	SeriesName    string  `description:"系列名称"` //系列名称不可同名
	SeriesNameEn  string  `description:"系列英文名称"`
	ChartStyle    string  `description:"图表类型"`
	ChartColor    string  `description:"颜色"`
	ChartWidth    int     `description:"线条大小"`
	IsPoint       int     `description:"是否用数据点展示（0 否，1是）"`
	IsNumber      int     `description:"是否用数值展示（0 否，1是）"`
	IsAxis        int     `description:"1:左轴,0:右轴"`
	MaxData       float64 `description:"上限"`
	MinData       float64 `description:"下限"`
	//IsOrder         bool    `description:"true:正序,false:逆序"`
	EdbInfoList    []*ChartSectionSeriesEdbConf
	DataList       []float64
	NoDataEdbIndex []int
}
type ChartSectionSeriesEdbConf struct {
	ChartSeriesEdbMappingId int `description:"映射ID"`
	ChartSeriesId           int `description:"系列ID"`
	//ChartInfoId             int `description:"图表ID"`
	EdbInfoId    int `description:"指标id"`
	DateConf     *ChartSectionSeriesDateConfItem
	EdbName      string `description:"中文别名"`
	EdbNameEn    string `description:"英文别名"`
	EdbInfoType  int    `description:"指标类型"`
	Unit         string `description:"单位"`
	UnitEn       string `description:"英文单位"`
	DateConfName string `description:"引用日期名称"`
	DateConfType int    `description:"日期类型，0指标最新日期， 1引用日期"`
}

type ChartSectionCombineDataResp struct {
	DateConfList        []*ChartSectionDateConfItem
	IsHeap              int                      `description:"是否堆积（1.堆积，0不堆积）"`
	XDataList           []XData                  `description:"横轴名称设置"`
	UnitList            *ChartSectionCombineUnit `description:"纵轴单位设置"`
	BaseChartSeriesName string                   `description:"基准系列名称"`
	SortType            int                      `description:"排序类型，0默认，1升序，2降序"`
	SeriesList          []*ChartSectionSeriesItem
	LeftMin             string `description:"图表左侧最小值"`
	LeftMax             string `description:"图表左侧最大值"`
	RightMin            string `description:"图表右侧最小值"`
	RightMax            string `description:"图表右侧最大值"`
	Right2Min           string `description:"图表右侧最小值"`
	Right2Max           string `description:"图表右侧最大值"`
}

// 系列里的指标日期配置
type ChartSectionSeriesDateConfItem struct {
	MoveForward int `description:"前移的期数"`
	DateChange  []*ChartSectionDateChange
}

// PreviewSectionCombineChartReq 预览截面组合图的请求
type PreviewSectionCombineChartReq struct {
	ChartName       string `description:"图表名称"`
	ChartClassifyId int    `description:"分类id"`
	ExtraConfig     string `description:"图表额外配置信息,json字符串"`
}

type ChartSectionCombineUnit struct {
	LeftName       string `description:"左轴单位"`
	LeftNameEn     string `description:"左轴英文单位"`
	RightName      string `description:"右轴单位"`
	RightNameEn    string `description:"右轴英文单位"`
	RightTwoName   string `description:"右2轴单位"`
	RightTwoNameEn string `description:"右2轴英文单位"`
}

// 时序组合图额外配置
type ChartTimeCombineExtraConf struct {
	IsHeap int `description:"是否堆积（1.堆积，0不堆积）"`
}

type ChartTimeCombineDataResp struct {
	IsHeap int `description:"是否堆积（1.堆积，0不堆积）"`
}

func GetChartInfoById(chartInfoId int) (item *ChartInfo, err error) {
	o := orm.NewOrmUsingDB("data")
	sql := ` SELECT * FROM chart_info WHERE chart_info_id=? `
	err = o.Raw(sql, chartInfoId).QueryRow(&item)
	return
}

type MarkersLine struct {
	Axis             int             `json:"axis" description:"1左轴 2右轴 3横轴"`
	AxisName         string          `json:"axisName" description:"轴的名称，例如'左轴'"`
	MarkerType       string          `json:"markerType" description:"标识线或标识区"`
	MarkLineType     int             `json:"markLineType" description:"1:固定 2:指标计算"`
	Value            string          `json:"value" description:"连线指向的数值，例如'4000'"`
	FromValue        string          `json:"fromValue" description:"连线的起始点，可以为空"`
	ToValue          string          `json:"toValue" description:"连线的结束点，可以为空"`
	LineWidth        float64         `json:"lineWidth" description:"连线的宽度"`
	DashStyle        string          `json:"dashStyle" description:"连线的虚线样式，例如'ShortDashDot'"`
	Color            string          `json:"color" description:"连线的颜色"`
	Text             string          `json:"text" description:"连线旁边显示的文本"`
	TextPosition     string          `json:"textPosition" description:"文本的显示位置，例如'bottom'"`
	TextColor        string          `json:"textColor" description:"文本颜色"`
	TextFontSize     int             `json:"textFontSize" description:"文本的字号大小"`
	IsShow           bool            `json:"isShow" description:"是否显示连线及文本"`
	EdbType          int             `json:"edbType" description:"指标类型 0图中第一个指标 1其他指标 前端回显用"`
	EdbInfoId        int             `json:"edbInfoId" description:"指标id"`
	Calculation      int             `json:"calculation" description:"计算方式 1区间均值 2区间均值加N倍标准差 3区间个数分位 4区间数值分位"`
	CalculationValue int             `json:"calculationValue" description:"计算方式对应的值 2就是几倍标准差 3就是分位值 4就是数值值·"`
	TimeIntervalType int             `json:"timeInterval" description:"时间区间 0跟随图表 1自定义"`
	StartDate        MarkersLineTime `json:"startTime" description:"开始时间"`
	EndDate          MarkersLineTime `json:"endTime" description:"结束时间"`
}

type MarkersLineTime struct {
	TimeType int               `json:"timeType" description:"时间类型 1固定 2动态 3至今(仅结束时间)"`
	Date     string            `json:"date" description:"日期"`
	Conf     EdbDateChangeConf `json:"conf" description:"动态时间配置"`
}

// EdbDateExtraConf
// @Description: 导入指标日期前移和日期变换
type EdbDateChangeConf struct {
	MoveForward int `json:"moveForward" description:"前移的期数"`
	BaseDate    int `json:"baseDate" description:"基准日期 0系统日期 1指标最新日期"`
	DateChange  []*EdbDateConfDateChange
}

type EdbDateConfDateChange struct {
	Year         int    `json:"year" description:"前移的期数"`
	Month        int    `json:"month" description:"前移的期数"`
	Day          int    `json:"day" description:"前移的期数"`
	Frequency    string `json:"moveForward" description:"频度变换"`
	FrequencyDay string `json:"frequencyDay" description:"频度的固定日期"`
	ChangeType   int    `json:"changeType" description:"日期变换类型1日期位移，2指定频率"`
}

func getThsHfEdbDataListByMongo(source, subSource, edbInfoId int, startDate, endDate string) (list []*EdbDataList, err error) {
	list = make([]*EdbDataList, 0)

	mogDataObj := mgo.EdbDataThsHf{}
	// 构建查询条件
	queryConditions := bson.M{
		"edb_info_id": edbInfoId,
	}

	// 数据日期
	dateCondition, err := mgo.BuildDateCondition(startDate, endDate)
	if err != nil {
		return
	}
	if len(dateCondition) > 0 {
		queryConditions["data_time"] = dateCondition
	}

	// 获取列表数据
	tmpDataList, tmpErr := mogDataObj.GetAllDataList(queryConditions, []string{"data_time"})
	if tmpErr != nil {
		err = tmpErr
		return
	}
	for k, v := range tmpDataList {
		list = append(list, &EdbDataList{
			EdbDataId:     k + 1,
			EdbInfoId:     v.EdbInfoId,
			DataTime:      v.DataTime.Format(utils.FormatDate),
			DataTimestamp: v.DataTimestamp,
			Value:         v.Value,
		})
	}
	return
}