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@@ -357,6 +357,10 @@ func GetChartEdbData(chartInfoId, chartType int, calendar, startDate, endDate st
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// 特殊图形数据处理
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switch chartType {
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+ case 2: // 季节性图
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+ if seasonExtraConfig != "" {
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+ dataResp, err = SeasonChartData(edbList, seasonExtraConfig)
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+ }
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case 7: // 柱形图
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barChartConf := extraConfig.(data_manage.BarChartInfoReq)
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xEdbIdValue, yDataList, err = BarChartData(mappingList, edbDataListMap, barChartConf.DateList, barChartConf.Sort)
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@@ -481,6 +485,9 @@ func getEdbDataMapList(chartInfoId, chartType int, calendar, startDate, endDate
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var diffSeconds int64
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if chartType == 2 { //季节性图
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startDateReal = startDate
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+ if len(mappingList) > 1 {
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+ item.IsAxis = v.IsAxis
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+ }
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} else {
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if v.EdbInfoType == 0 && v.LeadUnit != "" && v.LeadValue > 0 { //领先指标
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var startTimeRealTemp time.Time
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@@ -586,7 +593,7 @@ func getEdbDataMapList(chartInfoId, chartType int, calendar, startDate, endDate
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}
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}
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- if chartType == 2 {
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+ if chartType == 2 && item.IsAxis == 1 {
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latestDate, tmpErr := time.Parse(utils.FormatDate, v.LatestDate)
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if tmpErr != nil {
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//item.DataList = dataList
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@@ -623,7 +630,60 @@ func getEdbDataMapList(chartInfoId, chartType int, calendar, startDate, endDate
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}
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item.DataList = quarterDataList
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}
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+ } else if chartType == 2 && item.IsAxis == 0 {
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+ // 右轴数据处理
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+ xStartDate := "01-01"
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+
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+ jumpYear := 0
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+ var seasonExtra data_manage.SeasonExtraItem
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+ if seasonExtraConfig != "" {
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+ err = json.Unmarshal([]byte(seasonExtraConfig), &seasonExtra)
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+ if err != nil {
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+ return
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+ }
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+ }
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+
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+ if seasonExtra.XStartDate != "" {
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+ xStartDate = seasonExtra.XStartDate
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+ jumpYear = seasonExtra.JumpYear
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+ }
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+
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+ length := len(dataList)
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+ if length == 0 {
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+ return
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+ }
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+ latestDate, tmpErr := time.Parse(utils.FormatDate, v.LatestDate)
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+ if tmpErr != nil {
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+ //item.DataList = dataList
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+ item.IsNullData = true
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+ edbList = append(edbList, item)
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+ continue
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+ err = errors.New(fmt.Sprint("获取最后实际数据的日期失败,Err:" + tmpErr.Error() + ";LatestDate:" + v.LatestDate))
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+ return
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+ }
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+ var rightAxisDate time.Time
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+ if jumpYear == 1 {
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+ latestDate = latestDate.AddDate(-1, 0, 0)
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+ }
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+ latestDateStr := fmt.Sprintf("%d-%s", latestDate.Year(), xStartDate)
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+ rightAxisDate, err = time.Parse(utils.FormatDate, latestDateStr)
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+ if err != nil {
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+ return
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+ }
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+
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+ newDataList := make([]*data_manage.EdbDataList, 0)
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+ for _, v := range dataList {
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+ dataTime, e := time.Parse(utils.FormatDate, v.DataTime)
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+ if e != nil {
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+ err = errors.New("季节性图处理右轴指标数据转换日期失败,Err:" + e.Error())
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+ return
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+ }
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+ if dataTime.Equal(rightAxisDate) || dataTime.After(rightAxisDate) {
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+ newDataList = append(newDataList, v)
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+ }
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+ }
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+ item.DataList = newDataList
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} else if chartType == 7 || chartType == utils.CHART_TYPE_RADAR { //柱方图
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//item.DataList = dataList
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} else {
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@@ -2771,7 +2831,7 @@ func RadarChartData(mappingList []*data_manage.ChartEdbInfoMapping, edbDataListM
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}
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// GetChartConvertEdbData 获取图表数据转换的指标数据
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-func GetChartConvertEdbData(chartInfoId, chartType int, calendar, startDate, endDate string, mappingList []*data_manage.ChartEdbInfoMapping, extraConfigStr string, seasonExtraConfig string) (edbList []*data_manage.ChartEdbInfoMapping, xEdbIdValue []int, yDataList []data_manage.YData, dataResp interface{}, err error, errMsg string) {
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+func GetChartConvertEdbData(chartInfoId, chartType int, calendar, startDate, endDate string, mappingList []*data_manage.ChartEdbInfoMapping, extraConfigStr string, seasonExtraConfig string, isAxis int) (edbList []*data_manage.ChartEdbInfoMapping, xEdbIdValue []int, yDataList []data_manage.YData, dataResp interface{}, err error, errMsg string) {
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edbList = make([]*data_manage.ChartEdbInfoMapping, 0)
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xEdbIdValue = make([]int, 0)
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yDataList = make([]data_manage.YData, 0)
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@@ -2827,13 +2887,17 @@ func GetChartConvertEdbData(chartInfoId, chartType int, calendar, startDate, end
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}
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// 指标对应的所有数据
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- edbDataListMap, edbList, err := getEdbConvertDataMapList(chartInfoId, chartType, calendar, startDate, endDate, mappingList, seasonExtraConfig)
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+ edbDataListMap, edbList, err := getEdbConvertDataMapList(chartInfoId, chartType, calendar, startDate, endDate, mappingList, seasonExtraConfig, isAxis)
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if err != nil {
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return
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}
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// 特殊图形数据处理
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switch chartType {
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+ case 2: // 季节性图
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+ if seasonExtraConfig != "" {
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+ dataResp, err = SeasonChartData(edbList, seasonExtraConfig)
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+ }
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case 7: // 柱形图
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barChartConf := extraConfig.(data_manage.BarChartInfoReq)
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xEdbIdValue, yDataList, err = BarChartData(mappingList, edbDataListMap, barChartConf.DateList, barChartConf.Sort)
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@@ -2881,7 +2945,7 @@ func GetChartConvertEdbData(chartInfoId, chartType int, calendar, startDate, end
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return
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}
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-func getEdbConvertDataMapList(chartInfoId, chartType int, calendar, startDate, endDate string, mappingList []*data_manage.ChartEdbInfoMapping, seasonExtraConfig string) (edbDataListMap map[int][]*data_manage.EdbDataList, edbList []*data_manage.ChartEdbInfoMapping, err error) {
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+func getEdbConvertDataMapList(chartInfoId, chartType int, calendar, startDate, endDate string, mappingList []*data_manage.ChartEdbInfoMapping, seasonExtraConfig string, isAxis int) (edbDataListMap map[int][]*data_manage.EdbDataList, edbList []*data_manage.ChartEdbInfoMapping, err error) {
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// 指标对应的所有数据
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edbDataListMap = make(map[int][]*data_manage.EdbDataList)
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@@ -2950,6 +3014,9 @@ func getEdbConvertDataMapList(chartInfoId, chartType int, calendar, startDate, e
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var diffSeconds int64
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if chartType == 2 { //季节性图
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startDateReal = startDate
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+ if len(mappingList) > 1 {
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+ item.IsAxis = v.IsAxis
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+ }
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} else {
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if v.EdbInfoType == 0 && v.LeadUnit != "" && v.LeadValue > 0 { //领先指标
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var startTimeRealTemp time.Time
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@@ -3051,7 +3118,7 @@ func getEdbConvertDataMapList(chartInfoId, chartType int, calendar, startDate, e
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}
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}
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- if chartType == 2 {
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+ if chartType == 2 && isAxis == 1 {
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latestDate, tmpErr := time.Parse(utils.FormatDate, v.LatestDate)
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if tmpErr != nil {
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//item.DataList = dataList
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@@ -3088,7 +3155,29 @@ func getEdbConvertDataMapList(chartInfoId, chartType int, calendar, startDate, e
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}
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item.DataList = quarterDataList
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}
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-
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+ } else if chartType == 2 && isAxis == 0 {
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+ // 右轴数据处理，只要最新一年
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+ latestDate, tmpErr := time.Parse(utils.FormatDate, v.LatestDate)
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+ if tmpErr != nil {
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+ //item.DataList = dataList
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+ item.IsNullData = true
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+ edbList = append(edbList, item)
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+ continue
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+ err = errors.New(fmt.Sprint("获取最后实际数据的日期失败,Err:" + tmpErr.Error() + ";LatestDate:" + v.LatestDate))
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+ return
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+ }
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+ newDataList := make([]*data_manage.EdbDataList, 0)
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+ for _, v := range dataList {
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+ dataTime, e := time.Parse(utils.FormatDate, v.DataTime)
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+ if e != nil {
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+ err = errors.New("季节性图处理右轴指标数据转换日期失败,Err:" + e.Error())
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+ return
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+ }
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+ if dataTime.Year() == latestDate.Year() {
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+ newDataList = append(newDataList, v)
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+ }
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+ }
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+ item.DataList = newDataList
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} else if chartType == 7 || chartType == utils.CHART_TYPE_RADAR { //柱方图
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//item.DataList = dataList
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} else {
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@@ -3164,6 +3253,10 @@ func GetChartEdbDataV2(chartInfoId, chartType int, calendar, startDate, endDate
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// 特殊图形数据处理
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switch chartType {
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+ case 2: // 季节性图
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+ if seasonExtraConfig != "" {
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+ dataResp, err = SeasonChartData(edbList, seasonExtraConfig)
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+ }
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case 7: // 柱形图
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barChartConf := extraConfig.(data_manage.BarChartInfoReq)
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xEdbIdValue, yDataList, err = BarChartData(mappingList, edbDataListMap, barChartConf.DateList, barChartConf.Sort)
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@@ -3210,3 +3303,776 @@ func GetChartEdbDataV2(chartInfoId, chartType int, calendar, startDate, endDate
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}
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return
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}
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+
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+
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+// SeasonChartData 季节性图的数据处理
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+func SeasonChartData(dataList []*data_manage.ChartEdbInfoMapping, seasonExtraConfig string) (dataResp data_manage.SeasonChartResp, err error) {
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+ var seasonConfig data_manage.SeasonExtraItem
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+ err = json.Unmarshal([]byte(seasonExtraConfig), &seasonConfig)
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+ if err != nil {
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+ err = errors.New("季节性图配置异常, Err:" + err.Error())
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+ return
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+ }
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+
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+ for _, mappingItem := range dataList {
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+ if mappingItem.IsAxis == 0 {
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+ continue
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+ }
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+ quarterDataList := mappingItem.DataList.(data_manage.QuarterDataList)
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+ // 上下限区间
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+ if seasonConfig.MaxMinLimits.Year > 0 {
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+ dataResp.MaxMinLimits.List = make([]*data_manage.MaxMinLimitsData, 0)
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+ dataTimeMap := make(map[time.Time]time.Time)
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+ dataTimeList := make([]string, 0)
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+ maxValueMap := make(map[time.Time]float64)
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+ minValueMap := make(map[time.Time]float64)
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+
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+ maxMinDataList := make([]*data_manage.MaxMinLimitsData, 0)
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+ // 日度 周度插值
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+ for _, v := range quarterDataList {
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+ if mappingItem.Frequency == "日度" || mappingItem.Frequency == "周度" {
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+ handleDataMap := make(map[string]float64)
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+ dataTimeList, _, err = HandleDataByLinearRegressionToList(v.DataList, handleDataMap)
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+ if err != nil {
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+ err = errors.New("插值处理数据异常, Err:" + err.Error())
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+ return
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+ }
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+ for _, date := range dataTimeList {
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+ dateTime, e := time.Parse(utils.FormatDate, date)
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+ if e != nil {
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+ err = errors.New("时间格式化异常, Err:" + e.Error())
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+ return
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+ }
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+ // 不包含今年
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+ if dateTime.Year() == time.Now().Year() {
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+ continue
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+ }
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+ newDate := dateTime.AddDate(time.Now().Year()-dateTime.Year(), 0, 0)
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+ // 处理上下限列表
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+ if value, ok := maxValueMap[newDate]; ok {
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+ if value < handleDataMap[date] {
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+ maxValueMap[newDate] = handleDataMap[date]
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+ }
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+ } else {
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+ maxValueMap[newDate] = handleDataMap[date]
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+ }
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+
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+ if value, ok := minValueMap[newDate]; ok {
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+ if value > handleDataMap[date] {
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+ minValueMap[newDate] = handleDataMap[date]
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+ }
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+ } else {
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+ minValueMap[newDate] = handleDataMap[date]
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+ }
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+
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+ dataTimeMap[newDate] = newDate
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+ }
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+ } else {
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+ // 旬度、月度、季度、半年度 不插值，需要先把日期列表和数据map取出来
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+ for _, vv := range v.DataList {
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+ dateTime, e := time.Parse(utils.FormatDate, vv.DataTime)
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+ if e != nil {
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+ err = errors.New("时间格式化异常, Err:" + e.Error())
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+ return
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+ }
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+ // 不包含今年
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+ if dateTime.Year() == time.Now().Year() {
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+ continue
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+ }
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+ newDate := dateTime.AddDate(time.Now().Year()-dateTime.Year(), 0, 0)
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+
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+ if value, ok := maxValueMap[newDate]; ok {
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+ if value < vv.Value {
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+ maxValueMap[newDate] = vv.Value
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+ }
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+ } else {
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+ maxValueMap[newDate] = vv.Value
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+ }
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+
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+ if value, ok := minValueMap[newDate]; ok {
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+ if value > vv.Value {
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+ minValueMap[newDate] = vv.Value
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+ }
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+ } else {
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+ minValueMap[newDate] = vv.Value
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+ }
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+ dataTimeMap[newDate] = newDate
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+ }
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+ }
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+ }
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+
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+ for _, v := range dataTimeMap {
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+ maxMinItem := &data_manage.MaxMinLimitsData{}
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+ if maxValue, ok := maxValueMap[v]; ok {
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+ maxMinItem.MaxValue = maxValue
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+ } else {
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+ maxMinItem.MaxValue = minValueMap[v]
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+ }
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+
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+ if minValue, ok := minValueMap[v]; ok {
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+ maxMinItem.MinValue = minValue
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+ } else {
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+ maxMinItem.MinValue = maxValueMap[v]
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+ }
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+ maxMinItem.DataTime = v.Format(utils.FormatDate)
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+ maxMinItem.DataTimestamp = v.UnixNano() / 1e6
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+
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+ maxMinDataList = append(maxMinDataList, maxMinItem)
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+
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+ }
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+
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+ // 排序
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+ sort.Slice(maxMinDataList, func(i, j int) bool {
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+ return maxMinDataList[i].DataTime < maxMinDataList[j].DataTime
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+ })
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+
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+ dataResp.MaxMinLimits.List = maxMinDataList
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+ dataResp.MaxMinLimits.Color = seasonConfig.MaxMinLimits.Color
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+ dataResp.MaxMinLimits.Legend = seasonConfig.MaxMinLimits.Legend
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+ dataResp.MaxMinLimits.IsShow = seasonConfig.MaxMinLimits.IsShow
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+ dataResp.MaxMinLimits.IsAdd = seasonConfig.MaxMinLimits.IsAdd
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+ dataResp.MaxMinLimits.Year = seasonConfig.MaxMinLimits.Year
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+ }
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+
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+ // 自定义同期均线
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+ if seasonConfig.SamePeriodAverage.Year > 0 {
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+ handleDataMap := make(map[string]float64)
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+ dataTimeMap := make(map[time.Time]time.Time)
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+ dataTimeList := make([]string, 0)
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+ valueMap := make(map[time.Time]float64)
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+
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+ averageDataList := make([]*data_manage.SamePeriodAverageData, 0)
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+ for i := len(quarterDataList) - 1; i > len(quarterDataList)-seasonConfig.SamePeriodAverage.Year && i > 0; i-- {
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+ // 插值成日度
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+ dataTimeList, _, err = HandleDataByLinearRegressionToList(quarterDataList[i].DataList, handleDataMap)
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+ if err != nil {
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+ err = errors.New("插值处理数据异常, Err:" + err.Error())
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+ return
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+ }
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+ for _, date := range dataTimeList {
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+ dateTime, e := time.Parse(utils.FormatDate, date)
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+ if e != nil {
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+ err = errors.New("时间格式化异常, Err:" + e.Error())
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+ return
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+ }
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+ newDate := dateTime.AddDate(time.Now().Year()-dateTime.Year(), 0, 0)
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+ // 处理均值
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+ if value, ok := valueMap[newDate]; ok {
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+ valueMap[newDate] = (handleDataMap[date] + value) / 2
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+ } else {
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+ valueMap[newDate] = handleDataMap[date]
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+ }
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+
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+ dataTimeMap[newDate] = newDate
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+ }
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+ }
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+
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+ for _, v := range dataTimeMap {
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|
|
+ averageItem := &data_manage.SamePeriodAverageData{}
|
|
|
+ if value, ok := valueMap[v]; ok {
|
|
|
+ averageItem.Value = value
|
|
|
+ }
|
|
|
+ averageItem.DataTime = v.Format(utils.FormatDate)
|
|
|
+ averageItem.DataTimestamp = v.UnixNano() / 1e6
|
|
|
+
|
|
|
+ averageDataList = append(averageDataList, averageItem)
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ // 排序
|
|
|
+ sort.Slice(averageDataList, func(i, j int) bool {
|
|
|
+ return averageDataList[i].DataTime < averageDataList[j].DataTime
|
|
|
+ })
|
|
|
+
|
|
|
+ dataResp.SamePeriodAverage.List = averageDataList
|
|
|
+ dataResp.SamePeriodAverage.Year = seasonConfig.SamePeriodAverage.Year
|
|
|
+ dataResp.SamePeriodAverage.Color = seasonConfig.SamePeriodAverage.Color
|
|
|
+ dataResp.SamePeriodAverage.Legend = seasonConfig.SamePeriodAverage.Legend
|
|
|
+ dataResp.SamePeriodAverage.IsShow = seasonConfig.SamePeriodAverage.IsShow
|
|
|
+ dataResp.SamePeriodAverage.LineType = seasonConfig.SamePeriodAverage.LineType
|
|
|
+ dataResp.SamePeriodAverage.LineWidth = seasonConfig.SamePeriodAverage.LineWidth
|
|
|
+ dataResp.SamePeriodAverage.IsAdd = seasonConfig.SamePeriodAverage.IsAdd
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ // 自定义同期标准差
|
|
|
+ if seasonConfig.SamePeriodStandardDeviation.Year > 1 && seasonConfig.SamePeriodStandardDeviation.Multiple > 0 {
|
|
|
+ // 先算均值，再算标准差
|
|
|
+ handleDataMap := make(map[string]float64)
|
|
|
+ dataTimeMap := make(map[time.Time]time.Time)
|
|
|
+ dataTimeValueMap := make(map[time.Time][]float64)
|
|
|
+ dataTimeList := make([]string, 0)
|
|
|
+ valueMap := make(map[time.Time]float64)
|
|
|
+
|
|
|
+ samePeriodStandardDeviationList := make([]*data_manage.MaxMinLimitsData, 0)
|
|
|
+ for i := len(quarterDataList) - 1; i > len(quarterDataList)-seasonConfig.SamePeriodAverage.Year-1 && i > 0; i-- {
|
|
|
+ // 插值成日度
|
|
|
+ dataTimeList, _, err = HandleDataByLinearRegressionToListV2(quarterDataList[i].DataList, handleDataMap)
|
|
|
+ if err != nil {
|
|
|
+ err = errors.New("插值处理数据异常, Err:" + err.Error())
|
|
|
+ return
|
|
|
+ }
|
|
|
+ for _, date := range dataTimeList {
|
|
|
+ dateTime, e := time.Parse(utils.FormatDate, date)
|
|
|
+ if e != nil {
|
|
|
+ err = errors.New("时间格式化异常, Err:" + e.Error())
|
|
|
+ return
|
|
|
+ }
|
|
|
+ newDate := dateTime.AddDate(time.Now().Year()-dateTime.Year(), 0, 0)
|
|
|
+ // 处理均值
|
|
|
+ if value, ok := valueMap[newDate]; ok {
|
|
|
+ valueMap[newDate] = (handleDataMap[date] + value) / 2
|
|
|
+ } else {
|
|
|
+ valueMap[newDate] = handleDataMap[date]
|
|
|
+ }
|
|
|
+
|
|
|
+ dataTimeMap[newDate] = newDate
|
|
|
+ valueList := dataTimeValueMap[newDate]
|
|
|
+ valueList = append(valueList, handleDataMap[date])
|
|
|
+ dataTimeValueMap[newDate] = valueList
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ for _, v := range dataTimeMap {
|
|
|
+ valueList := dataTimeValueMap[v]
|
|
|
+ stdev := utils.CalculateStandardDeviation(valueList)
|
|
|
+ stdev, _ = decimal.NewFromFloat(stdev).Round(4).Float64()
|
|
|
+
|
|
|
+ maxMinItem := &data_manage.MaxMinLimitsData{}
|
|
|
+
|
|
|
+ if value, ok := valueMap[v]; ok {
|
|
|
+ maxMinItem.MaxValue = value + stdev*seasonConfig.SamePeriodStandardDeviation.Multiple
|
|
|
+ maxMinItem.MinValue = value - stdev*seasonConfig.SamePeriodStandardDeviation.Multiple
|
|
|
+ }
|
|
|
+
|
|
|
+ maxMinItem.DataTime = v.Format(utils.FormatDate)
|
|
|
+ maxMinItem.DataTimestamp = v.UnixNano() / 1e6
|
|
|
+
|
|
|
+ samePeriodStandardDeviationList = append(samePeriodStandardDeviationList, maxMinItem)
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
+ // 排序
|
|
|
+ sort.Slice(samePeriodStandardDeviationList, func(i, j int) bool {
|
|
|
+ return samePeriodStandardDeviationList[i].DataTime < samePeriodStandardDeviationList[j].DataTime
|
|
|
+ })
|
|
|
+
|
|
|
+ dataResp.SamePeriodStandardDeviation.List = samePeriodStandardDeviationList
|
|
|
+ dataResp.SamePeriodStandardDeviation.Color = seasonConfig.SamePeriodStandardDeviation.Color
|
|
|
+ dataResp.SamePeriodStandardDeviation.Legend = seasonConfig.SamePeriodStandardDeviation.Legend
|
|
|
+ dataResp.SamePeriodStandardDeviation.IsShow = seasonConfig.SamePeriodStandardDeviation.IsShow
|
|
|
+ dataResp.SamePeriodStandardDeviation.Multiple = seasonConfig.SamePeriodStandardDeviation.Multiple
|
|
|
+ dataResp.SamePeriodStandardDeviation.Year = seasonConfig.SamePeriodStandardDeviation.Year
|
|
|
+ dataResp.SamePeriodStandardDeviation.IsAdd = seasonConfig.SamePeriodStandardDeviation.IsAdd
|
|
|
+ }
|
|
|
+
|
|
|
+ // 自定义右轴
|
|
|
+ if seasonConfig.RightAxis.IndicatorType != 0 {
|
|
|
+ if seasonConfig.RightAxis.IndicatorType == 1 {
|
|
|
+ startTime, _ := time.Parse(utils.FormatDate, mappingItem.StartDate)
|
|
|
+ for i := len(quarterDataList) - 1; i > len(quarterDataList)-2 && i > 0; i-- {
|
|
|
+ var rightMappingItem data_manage.ChartEdbInfoMapping
|
|
|
+ rightMappingItem = *mappingItem
|
|
|
+ // 计算同比值
|
|
|
+ tbzDataList, minValue, maxValue, e := GetEdbDataTbzForSeason(mappingItem.Frequency, quarterDataList[i].DataList, startTime)
|
|
|
+ if e != nil {
|
|
|
+ err = errors.New("计算同比值失败, Err:" + e.Error())
|
|
|
+ return
|
|
|
+ }
|
|
|
+ rightMappingItem.DataList = tbzDataList
|
|
|
+ rightMappingItem.MaxData = maxValue
|
|
|
+ rightMappingItem.MinData = minValue
|
|
|
+ dataResp.RightAxis.EdbInfoList = append(dataResp.RightAxis.EdbInfoList, &rightMappingItem)
|
|
|
+ }
|
|
|
+ }
|
|
|
+ dataResp.RightAxis.SeasonRightAxis = seasonConfig.RightAxis
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ return
|
|
|
+}
|
|
|
+
|
|
|
+// 计算百分位对应的值
|
|
|
+func PercentileAlgorithm(x float64, data []float64) float64 {
|
|
|
+ N := float64(len(data))
|
|
|
+ n := (x / 100) * (N - 1)
|
|
|
+
|
|
|
+ // 如果n是整数，则直接返回第n个数值
|
|
|
+ if n == float64(int(n)) {
|
|
|
+ return data[int(n)-1]
|
|
|
+ }
|
|
|
+
|
|
|
+ // 如果n是小数，执行插值
|
|
|
+ nInt := int(n)
|
|
|
+ e := n - float64(nInt)
|
|
|
+
|
|
|
+ // 取出相邻的两个数值
|
|
|
+ Sn := data[nInt-1]
|
|
|
+ Sn1 := data[nInt]
|
|
|
+
|
|
|
+ // 计算插值结果
|
|
|
+ y := Sn + e*(Sn1-Sn)
|
|
|
+
|
|
|
+ return y
|
|
|
+}
|
|
|
+
|
|
|
+func MarkerLineCalculate(markerLine data_manage.MarkersLine, dataList interface{}, chartInfo *data_manage.ChartInfoView) (value string, err error) {
|
|
|
+ if markerLine.Calculation == 1 {
|
|
|
+ // 区间均值
|
|
|
+ averge := 0.0
|
|
|
+ length := 0
|
|
|
+ // 计算左轴
|
|
|
+ if chartInfo.ChartType == 2 && markerLine.EdbType == 0 {
|
|
|
+ //季节性图结构体不一样
|
|
|
+ quarterDataList := dataList.(data_manage.QuarterDataList)
|
|
|
+ for _, quarterData := range quarterDataList[len(quarterDataList)-1:] {
|
|
|
+ for _, vv := range quarterData.DataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if vv.DataTime >= startDate && vv.DataTime <= endDate {
|
|
|
+ averge += vv.Value
|
|
|
+ length +=1
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ averge += vv.Value
|
|
|
+ length +=1
|
|
|
+ }
|
|
|
+ }
|
|
|
+ averge = averge / float64(length)
|
|
|
+ value = fmt.Sprintf("%.2f", averge)
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ dataList := dataList.([]*data_manage.EdbDataList)
|
|
|
+ for _, dataItem := range dataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if dataItem.DataTime >= startDate && dataItem.DataTime <= endDate {
|
|
|
+ averge += dataItem.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ averge += dataItem.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ }
|
|
|
+ averge = averge / float64(length)
|
|
|
+
|
|
|
+ value = fmt.Sprintf("%.2f", averge)
|
|
|
+ }
|
|
|
+ } else if markerLine.Calculation == 2 {
|
|
|
+ // 区间均值加N倍标准差
|
|
|
+ averge := 0.0
|
|
|
+ length := 0
|
|
|
+ // 计算左轴
|
|
|
+ if chartInfo.ChartType == 2 && markerLine.EdbType == 0 {
|
|
|
+ //季节性图结构体不一样
|
|
|
+ faloatList := make([]float64, 0)
|
|
|
+ quarterDataList := dataList.(data_manage.QuarterDataList)
|
|
|
+ for _, quarterData := range quarterDataList[len(quarterDataList)-1:] {
|
|
|
+ for _, vv := range quarterData.DataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if vv.DataTime >= startDate && vv.DataTime <= endDate {
|
|
|
+ faloatList = append(faloatList, vv.Value)
|
|
|
+ averge += vv.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ faloatList = append(faloatList, vv.Value)
|
|
|
+ averge += vv.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ }
|
|
|
+ averge = averge / float64(length)
|
|
|
+ stdev := utils.CalculateStandardDeviation(faloatList)
|
|
|
+ stdev, _ = decimal.NewFromFloat(stdev).Round(4).Float64()
|
|
|
+
|
|
|
+ value = fmt.Sprintf("%.2f", averge+stdev*markerLine.CalculationValue)
|
|
|
+ }
|
|
|
+
|
|
|
+ } else {
|
|
|
+ dataList := dataList.([]*data_manage.EdbDataList)
|
|
|
+ floatList := make([]float64, 0)
|
|
|
+ for _, dataItem := range dataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if dataItem.DataTime >= startDate && dataItem.DataTime <= endDate {
|
|
|
+ floatList = append(floatList, dataItem.Value)
|
|
|
+ averge += dataItem.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ floatList = append(floatList, dataItem.Value)
|
|
|
+ averge += dataItem.Value
|
|
|
+ length += 1
|
|
|
+ }
|
|
|
+ }
|
|
|
+ averge = averge / float64(length)
|
|
|
+
|
|
|
+ stdev := utils.CalculateStandardDeviation(floatList)
|
|
|
+ stdev, _ = decimal.NewFromFloat(stdev).Round(4).Float64()
|
|
|
+
|
|
|
+ value = fmt.Sprintf("%.2f", averge+stdev*markerLine.CalculationValue)
|
|
|
+ }
|
|
|
+ } else if markerLine.Calculation == 3 {
|
|
|
+ // 区间个数分位
|
|
|
+ markerLineValue := 0.0
|
|
|
+ if chartInfo.ChartType == 2 && markerLine.EdbType == 0 {
|
|
|
+ //季节性图结构体不一样
|
|
|
+ faloatList := make([]float64, 0)
|
|
|
+ quarterDataList := dataList.(data_manage.QuarterDataList)
|
|
|
+ for _, quarterData := range quarterDataList[len(quarterDataList)-1:] {
|
|
|
+ for _, vv := range quarterData.DataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = quarterData.DataList[len(quarterData.DataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if vv.DataTime >= startDate && vv.DataTime <= endDate {
|
|
|
+ faloatList = append(faloatList, vv.Value)
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ faloatList = append(faloatList, vv.Value)
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ markerLineValue = PercentileAlgorithm(markerLine.CalculationValue, faloatList)
|
|
|
+ value = fmt.Sprintf("%.2f", markerLineValue)
|
|
|
+ }
|
|
|
+
|
|
|
+ } else {
|
|
|
+ dataList := dataList.([]*data_manage.EdbDataList)
|
|
|
+ floatList := make([]float64, 0)
|
|
|
+ for _, dataItem := range dataList {
|
|
|
+ if markerLine.TimeIntervalType == 1 {
|
|
|
+ startDate := markerLine.StartDate.Date
|
|
|
+ endDate := time.Now().Format(utils.FormatDate)
|
|
|
+ if markerLine.StartDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ startDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ startDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ startDate, err = HandleDateChange(startDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if markerLine.EndDate.TimeType == 1 {
|
|
|
+ // 固定
|
|
|
+ endDate = markerLine.EndDate.Date
|
|
|
+ } else if markerLine.EndDate.TimeType == 2 {
|
|
|
+ // 动态
|
|
|
+ if markerLine.StartDate.Conf.BaseDate == 1 {
|
|
|
+ // 指标最新日期
|
|
|
+ endDate = dataList[len(dataList)-1].DataTime
|
|
|
+ } else {
|
|
|
+ // 系统日期
|
|
|
+ endDate = time.Now().Format(utils.FormatDate)
|
|
|
+ }
|
|
|
+ endDate, err = HandleDateChange(endDate, markerLine.StartDate.Conf)
|
|
|
+ }
|
|
|
+ if dataItem.DataTime >= startDate && dataItem.DataTime <= endDate {
|
|
|
+ floatList = append(floatList, dataItem.Value)
|
|
|
+ }
|
|
|
+ } else {
|
|
|
+ floatList = append(floatList, dataItem.Value)
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ markerLineValue = PercentileAlgorithm(markerLine.CalculationValue, floatList)
|
|
|
+ value = fmt.Sprintf("%.2f", markerLineValue)
|
|
|
+ }
|
|
|
+ }
|
|
|
+ return
|
|
|
+}
|
|
|
+
|
|
|
+// HandleDateChange 处理日期变换
|
|
|
+func HandleDateChange(date string, edbDateConf data_manage.EdbDateChangeConf) (newDate string, err error) {
|
|
|
+ newDate = date
|
|
|
+ if newDate != "" {
|
|
|
+ if len(edbDateConf.DateChange) > 0 {
|
|
|
+ var dateTime time.Time
|
|
|
+ dateTime, err = time.ParseInLocation(utils.FormatDate, newDate, time.Local)
|
|
|
+ if err != nil {
|
|
|
+ err = fmt.Errorf("日期解析失败: %s", err.Error())
|
|
|
+ return
|
|
|
+ }
|
|
|
+ for _, v := range edbDateConf.DateChange {
|
|
|
+ if v.ChangeType == 1 {
|
|
|
+ dateTime = dateTime.AddDate(v.Year, v.Month, v.Day)
|
|
|
+ newDate = dateTime.Format(utils.FormatDate)
|
|
|
+ } else if v.ChangeType == 2 {
|
|
|
+ newDate, err, _ = handleSystemAppointDateT2(dateTime, v.FrequencyDay, v.Frequency)
|
|
|
+ if err != nil {
|
|
|
+ return
|
|
|
+ }
|
|
|
+ dateTime, err = time.ParseInLocation(utils.FormatDate, newDate, time.Local)
|
|
|
+ if err != nil {
|
|
|
+ err = fmt.Errorf("日期解析失败: %s", err.Error())
|
|
|
+ return
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ return
|
|
|
+}
|
|
|
+
|
|
|
+
|
|
|
+// handleSystemAppointDateT
|
|
|
+// @Description: 处理系统日期相关的指定频率（所在周/旬/月/季/半年/年的最后/最早一天）
|
|
|
+// @author: Roc
|
|
|
+// @datetime2023-10-27 09:31:35
|
|
|
+// @param Frequency string
|
|
|
+// @param Day string
|
|
|
+// @return date string
|
|
|
+// @return err error
|
|
|
+// @return errMsg string
|
|
|
+func handleSystemAppointDateT2(currDate time.Time, appointDay, frequency string) (date string, err error, errMsg string) {
|
|
|
+ //currDate := time.Now()
|
|
|
+ switch frequency {
|
|
|
+ case "本周":
|
|
|
+ day := int(currDate.Weekday())
|
|
|
+ if day == 0 { // 周日
|
|
|
+ day = 7
|
|
|
+ }
|
|
|
+ num := 0
|
|
|
+ switch appointDay {
|
|
|
+ case "周一":
|
|
|
+ num = 1
|
|
|
+ case "周二":
|
|
|
+ num = 2
|
|
|
+ case "周三":
|
|
|
+ num = 3
|
|
|
+ case "周四":
|
|
|
+ num = 4
|
|
|
+ case "周五":
|
|
|
+ num = 5
|
|
|
+ case "周六":
|
|
|
+ num = 6
|
|
|
+ case "周日":
|
|
|
+ num = 7
|
|
|
+ }
|
|
|
+ day = num - day
|
|
|
+ date = currDate.AddDate(0, 0, day).Format(utils.FormatDate)
|
|
|
+ case "本旬":
|
|
|
+ day := currDate.Day()
|
|
|
+ var tmpDate time.Time
|
|
|
+ switch appointDay {
|
|
|
+ case "第一天":
|
|
|
+ if day <= 10 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if day <= 20 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 11, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 21, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ case "最后一天":
|
|
|
+ if day <= 10 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 10, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if day <= 20 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 20, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month()+1, 1, 0, 0, 0, 0, currDate.Location()).AddDate(0, 0, -1)
|
|
|
+ }
|
|
|
+ }
|
|
|
+ date = tmpDate.Format(utils.FormatDate)
|
|
|
+ case "本月":
|
|
|
+ var tmpDate time.Time
|
|
|
+ switch appointDay {
|
|
|
+ case "第一天":
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month(), 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ case "最后一天":
|
|
|
+ tmpDate = time.Date(currDate.Year(), currDate.Month()+1, 1, 0, 0, 0, 0, currDate.Location()).AddDate(0, 0, -1)
|
|
|
+ }
|
|
|
+ date = tmpDate.Format(utils.FormatDate)
|
|
|
+ case "本季":
|
|
|
+ month := currDate.Month()
|
|
|
+ var tmpDate time.Time
|
|
|
+ switch appointDay {
|
|
|
+ case "第一天":
|
|
|
+ if month <= 3 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 1, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if month <= 6 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 4, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if month <= 9 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 7, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 10, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ case "最后一天":
|
|
|
+ if month <= 3 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 3, 31, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if month <= 6 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 6, 30, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else if month <= 9 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 9, 30, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 12, 31, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ }
|
|
|
+ date = tmpDate.Format(utils.FormatDate)
|
|
|
+ case "本半年":
|
|
|
+ month := currDate.Month()
|
|
|
+ var tmpDate time.Time
|
|
|
+ switch appointDay {
|
|
|
+ case "第一天":
|
|
|
+ if month <= 6 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 1, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 7, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ case "最后一天":
|
|
|
+ if month <= 6 {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 6, 30, 0, 0, 0, 0, currDate.Location())
|
|
|
+ } else {
|
|
|
+ tmpDate = time.Date(currDate.Year(), 12, 31, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ }
|
|
|
+ date = tmpDate.Format(utils.FormatDate)
|
|
|
+ case "本年":
|
|
|
+ var tmpDate time.Time
|
|
|
+ switch appointDay {
|
|
|
+ case "第一天":
|
|
|
+ tmpDate = time.Date(currDate.Year(), 1, 1, 0, 0, 0, 0, currDate.Location())
|
|
|
+ case "最后一天":
|
|
|
+ tmpDate = time.Date(currDate.Year(), 12, 31, 0, 0, 0, 0, currDate.Location())
|
|
|
+ }
|
|
|
+ date = tmpDate.Format(utils.FormatDate)
|
|
|
+ default:
|
|
|
+ errMsg = "错误的日期频度：" + frequency
|
|
|
+ err = errors.New(errMsg)
|
|
|
+ return
|
|
|
+ }
|
|
|
+
|
|
|
+ return
|
|
|
+}
|
zwxi