package data import ( "encoding/json" "errors" "eta/eta_mobile/models/data_manage" "eta/eta_mobile/models/data_manage/chart_theme" "eta/eta_mobile/models/data_manage/chart_theme/request" "eta/eta_mobile/utils" "fmt" "github.com/shopspring/decimal" "math" "time" ) // GetThemePreviewChartEdbData 获取图表的指标数据 func GetThemePreviewChartEdbData(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) { edbList = make([]*data_manage.ChartEdbInfoMapping, 0) xEdbIdValue = make([]int, 0) yDataList = make([]data_manage.YData, 0) var extraConfig interface{} switch chartType { case 7: // 柱形图 var barConfig data_manage.BarChartInfoReq if extraConfigStr == `` { errMsg = "柱方图未配置" err = errors.New(errMsg) return } err = json.Unmarshal([]byte(extraConfigStr), &barConfig) if err != nil { errMsg = "柱方图配置异常" err = errors.New(errMsg) return } extraConfig = barConfig case 10: // 截面散点图 var tmpExtraConfig data_manage.SectionScatterReq if extraConfigStr == `` { errMsg = "截面散点图未配置" err = errors.New(errMsg) return } err = json.Unmarshal([]byte(extraConfigStr), &tmpExtraConfig) if err != nil { errMsg = "截面散点配置异常" err = errors.New(errMsg) return } extraConfig = tmpExtraConfig case utils.CHART_TYPE_RADAR: var barConfig data_manage.RadarChartInfoReq if extraConfigStr == `` { errMsg = "雷达图未配置" err = errors.New(errMsg) return } err = json.Unmarshal([]byte(extraConfigStr), &barConfig) if err != nil { errMsg = "雷达图配置异常" err = errors.New(errMsg) return } extraConfig = barConfig default: xEdbIdValue = make([]int, 0) yDataList = make([]data_manage.YData, 0) } // 指标对应的所有数据 edbDataListMap, edbList, err := getThemePreviewEdbDataMapList(chartType, calendar, startDate, endDate, mappingList, seasonExtraConfig) if err != nil { return } // 特殊图形数据处理 switch chartType { case 2: // 季节性图 if seasonExtraConfig != "" { // 季节性图计算不管图上数据时间,拿所有数据 _, tempEdbList, e := getEdbDataMapList(0, chartType, calendar, "1990-01-01", "", mappingList, seasonExtraConfig) if e != nil { err = e return } dataResp, err = SeasonChartData(tempEdbList, seasonExtraConfig) } else { // 兼容无配置的老图 dataResp = new(data_manage.SeasonChartResp) } case 7: // 柱形图 barChartConf := extraConfig.(data_manage.BarChartInfoReq) xEdbIdValue, yDataList, err = BarChartData(mappingList, edbDataListMap, barChartConf.DateList, barChartConf.Sort) for k := range yDataList { yDataList[k].Unit = barChartConf.Unit yDataList[k].UnitEn = barChartConf.UnitEn } for _, v := range edbList { // 指标别名 if barChartConf.EdbInfoIdList != nil && len(barChartConf.EdbInfoIdList) > 0 { for _, reqEdb := range barChartConf.EdbInfoIdList { if v.EdbInfoId == reqEdb.EdbInfoId { v.EdbAliasName = reqEdb.Name } } } } case 10: // 截面散点图 sectionScatterConf := extraConfig.(data_manage.SectionScatterReq) xEdbIdValue, dataResp, err = getThemePreviewSectionScatterChartData(mappingList, edbDataListMap, sectionScatterConf) var tmpExtraConfig data_manage.SectionScatterReq if extraConfigStr == `` { errMsg = "截面散点图未配置" err = errors.New(errMsg) return } err = json.Unmarshal([]byte(extraConfigStr), &tmpExtraConfig) if err != nil { errMsg = "截面散点配置异常" err = errors.New(errMsg) return } // 这个数据没有必要返回给前端 for _, v := range edbList { v.DataList = nil } case utils.CHART_TYPE_RADAR: //雷达图 radarConf := extraConfig.(data_manage.RadarChartInfoReq) xEdbIdValue, dataResp, err = RadarChartData(mappingList, edbDataListMap, radarConf) } return } func getThemePreviewEdbDataMapList(chartType int, calendar, startDate, endDate string, mappingList []*data_manage.ChartEdbInfoMapping, seasonExtraConfig string) (edbDataListMap map[int][]*data_manage.EdbDataList, edbList []*data_manage.ChartEdbInfoMapping, err error) { // 指标对应的所有数据 edbDataListMap = make(map[int][]*data_manage.EdbDataList) for _, v := range mappingList { //fmt.Println("v:", v.EdbInfoId) item := new(data_manage.ChartEdbInfoMapping) item.EdbInfoId = v.EdbInfoId item.SourceName = v.SourceName item.Source = v.Source item.EdbCode = v.EdbCode item.EdbName = v.EdbName item.EdbNameEn = v.EdbNameEn item.Frequency = v.Frequency item.EdbType = v.EdbType item.FrequencyEn = GetFrequencyEn(v.Frequency) if v.Unit != `无` { item.Unit = v.Unit } item.UnitEn = v.UnitEn item.StartDate = v.StartDate item.EndDate = v.EndDate item.ModifyTime = v.ModifyTime item.EdbInfoCategoryType = v.EdbInfoCategoryType item.PredictChartColor = v.PredictChartColor item.ClassifyId = v.ClassifyId item.IsAxis = 1 item.EdbInfoType = 1 item.LeadValue = v.LeadValue item.LeadUnit = v.LeadUnit item.LeadUnitEn = GetLeadUnitEn(v.LeadUnit) item.ChartEdbMappingId = v.ChartEdbMappingId item.ChartInfoId = v.ChartInfoId item.ChartStyle = v.ChartStyle item.ChartColor = v.ChartColor item.ChartWidth = 0 item.IsOrder = false item.MaxData = v.MaxValue item.MinData = v.MinValue item.LatestValue = v.LatestValue item.LatestDate = v.LatestDate item.UniqueCode = v.UniqueCode item.MoveLatestDate = v.LatestDate var startDateReal string var diffSeconds int64 if chartType == 2 { //季节性图 startDateReal = startDate if len(mappingList) > 1 { item.IsAxis = v.IsAxis } } else { if v.EdbInfoType == 0 && v.LeadUnit != "" && v.LeadValue > 0 { //领先指标 var startTimeRealTemp time.Time startDateParse, _ := time.Parse(utils.FormatDate, startDate) switch v.LeadUnit { case "天": startTimeRealTemp = startDateParse.AddDate(0, 0, -v.LeadValue) case "月": startTimeRealTemp = startDateParse.AddDate(0, -v.LeadValue, 0) case "季": startTimeRealTemp = startDateParse.AddDate(0, -3*v.LeadValue, 0) case "周": startTimeRealTemp = startDateParse.AddDate(0, 0, -7*v.LeadValue) case "年": startTimeRealTemp = startDateParse.AddDate(-v.LeadValue, 0, 0) } if startTimeRealTemp.Before(startDateParse) { startDateReal = startTimeRealTemp.Format(utils.FormatDate) diffSeconds = (int64(startTimeRealTemp.UnixNano()) - int64(startDateParse.UnixNano())) / 1e6 } else { startDateReal = startDate diffSeconds = 0 } // 预测指标的开始日期也要偏移 { day, tmpErr := utils.GetDaysBetween2Date(utils.FormatDate, startDate, startDateReal) if tmpErr != nil { err = tmpErr return } moveLatestDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, item.MoveLatestDate, time.Local) if tmpErr != nil { err = tmpErr return } item.MoveLatestDate = moveLatestDateTime.AddDate(0, 0, day).Format(utils.FormatDate) } } else { startDateReal = startDate } } dataList := make([]*data_manage.EdbDataList, 0) dataList, err = chart_theme.GetChartThemeDefaultDataItemList(v.EdbInfoId, startDateReal) if err != nil { return } edbDataListMap[v.EdbInfoId] = dataList if diffSeconds != 0 && v.EdbInfoType == 0 { dataListLen := len(dataList) for i := 0; i < dataListLen; i++ { dataList[i].DataTimestamp = dataList[i].DataTimestamp - diffSeconds } } if chartType == 2 { latestDate, tmpErr := time.Parse(utils.FormatDate, v.LatestDate) if tmpErr != nil { //item.DataList = dataList item.IsNullData = true edbList = append(edbList, item) continue } quarterDataList, tErr := GetSeasonEdbInfoDataListByXDate(dataList, latestDate, seasonExtraConfig) if tErr != nil { err = errors.New("获取季节性图表数据失败,Err:" + tErr.Error()) return } item.DataList = quarterDataList } else if chartType == 7 || chartType == utils.CHART_TYPE_RADAR { //柱方图 //item.DataList = dataList } else { item.DataList = dataList } edbList = append(edbList, item) } return } func getThemePreviewSectionScatterChartData(mappingList []*data_manage.ChartEdbInfoMapping, edbDataListMap map[int][]*data_manage.EdbDataList, extraConfig data_manage.SectionScatterReq) (edbIdList []int, chartDataResp data_manage.SectionScatterInfoResp, err error) { // 指标数据数组(10086:{"2022-12-02":100.01,"2022-12-01":102.3}) edbDataMap := make(map[int]map[string]float64) for edbInfoId, edbDataList := range edbDataListMap { edbDateData := make(map[string]float64) for _, edbData := range edbDataList { edbDateData[edbData.DataTime] = edbData.Value } edbDataMap[edbInfoId] = edbDateData } // edbIdList 指标展示顺序;x轴的指标顺序 edbIdList = make([]int, 0) edbMappingMap := make(map[int]*data_manage.ChartEdbInfoMapping) for _, v := range mappingList { edbIdList = append(edbIdList, v.EdbInfoId) edbMappingMap[v.EdbInfoId] = v } //SectionScatterSeriesInfoResp dataListResp := make([]data_manage.SectionScatterSeriesItemResp, 0) //y轴的数据列表 for _, seriesItem := range extraConfig.SeriesList { var maxDate time.Time // 系列中的指标数据 tmpSeriesEdbInfoList := make([]data_manage.SectionScatterEdbItemResp, 0) var minXVal, maxXVal, minYVal, maxYVal float64 for _, edbConf := range seriesItem.EdbInfoList { tmpItem := data_manage.SectionScatterEdbItemResp{ IsShow: edbConf.IsShow, Name: edbConf.Name, NameEn: edbConf.NameEn, } //单个坐标点的数据 //X轴的数据 { edbInfoId := edbConf.XEdbInfoId //X轴的指标 edbMappingInfo, ok := edbMappingMap[edbInfoId] if !ok { continue } findDate := edbConf.XDate //需要的日期值 dataList := edbDataListMap[edbInfoId] //指标的所有数据值 if len(dataList) <= 0 { // 没有数据的指标id //findDataList = append(findDataList, 0) continue } tmpItem.XEdbInfoId = edbInfoId tmpItem.XName = edbMappingInfo.EdbName tmpItem.XNameEn = edbMappingInfo.EdbNameEn switch edbConf.XDateType { case 1: //最新值 findDate = dataList[len(dataList)-1].DataTime case 2: //近期几天 findDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[len(dataList)-1].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } findDateTime = findDateTime.AddDate(0, 0, -edbConf.XDateValue) lenData := len(dataList) - 1 for i := lenData; i >= 0; i-- { currDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[i].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } if currDateTime.Equal(findDateTime) || currDateTime.Before(findDateTime) { findDate = dataList[i].DataTime break } } case 3: // 固定日期 //最早的日期 minDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[0].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } //寻找固定日期的数据 findDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, edbConf.XDate, time.Local) if tmpErr != nil { err = tmpErr return } for tmpDateTime := findDateTime; tmpDateTime.After(minDateTime) || tmpDateTime.Equal(minDateTime); tmpDateTime = tmpDateTime.AddDate(0, 0, -1) { tmpDate := tmpDateTime.Format(utils.FormatDate) if _, ok := edbDataMap[edbInfoId][tmpDate]; ok { //如果能找到数据,那么就返回 findDate = tmpDate break } } default: err = errors.New(fmt.Sprint("日期类型异常,Type:", edbConf.XDate)) return } findDateTime, _ := time.ParseInLocation(utils.FormatDate, findDate, time.Local) if maxDate.IsZero() { maxDate = findDateTime } else { if findDateTime.After(maxDate) { maxDate = findDateTime } } if tmpValue, ok := edbDataMap[edbInfoId][findDate]; ok { tmpItem.XDate = findDate tmpItem.XValue = tmpValue } else { continue } } //Y轴的数据 { edbInfoId := edbConf.YEdbInfoId //Y轴的指标 edbMappingInfo, ok := edbMappingMap[edbInfoId] if !ok { continue } findDate := edbConf.YDate //需要的日期值 dataList := edbDataListMap[edbInfoId] //指标的所有数据值 if len(dataList) <= 0 { // 没有数据的指标id //findDataList = append(findDataList, 0) continue } tmpItem.YEdbInfoId = edbInfoId tmpItem.YName = edbMappingInfo.EdbName tmpItem.YNameEn = edbMappingInfo.EdbNameEn switch edbConf.YDateType { case 1: //最新值 findDate = dataList[len(dataList)-1].DataTime case 2: //近期几天 findDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[len(dataList)-1].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } findDateTime = findDateTime.AddDate(0, 0, -edbConf.YDateValue) lenData := len(dataList) - 1 for i := lenData; i >= 0; i-- { currDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[i].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } if currDateTime.Equal(findDateTime) || currDateTime.Before(findDateTime) { findDate = dataList[i].DataTime break } } case 3: // 固定日期 //最早的日期 minDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, dataList[0].DataTime, time.Local) if tmpErr != nil { err = tmpErr return } //寻找固定日期的数据 findDateTime, tmpErr := time.ParseInLocation(utils.FormatDate, edbConf.YDate, time.Local) if tmpErr != nil { err = tmpErr return } for tmpDateTime := findDateTime; tmpDateTime.After(minDateTime) || tmpDateTime.Equal(minDateTime); tmpDateTime = tmpDateTime.AddDate(0, 0, -1) { tmpDate := tmpDateTime.Format(utils.FormatDate) if _, ok := edbDataMap[edbInfoId][tmpDate]; ok { //如果能找到数据,那么就返回 findDate = tmpDate break } } default: err = errors.New(fmt.Sprint("日期类型异常,Type:", edbConf.YDate)) return } findDateTime, _ := time.ParseInLocation(utils.FormatDate, findDate, time.Local) if maxDate.IsZero() { maxDate = findDateTime } else { if findDateTime.After(maxDate) { maxDate = findDateTime } } if tmpValue, ok := edbDataMap[edbInfoId][findDate]; ok { tmpItem.YDate = findDate tmpItem.YValue = tmpValue } else { continue } } // 获取当前系列的X轴的最大最小值 { if tmpItem.XValue < minXVal { minXVal = tmpItem.XValue } if tmpItem.XValue > maxXVal { maxXVal = tmpItem.XValue } if tmpItem.YValue < minYVal { minYVal = tmpItem.YValue } if tmpItem.YValue > maxYVal { maxYVal = tmpItem.YValue } } tmpSeriesEdbInfoList = append(tmpSeriesEdbInfoList, tmpItem) } trendLimitData := make([]data_manage.CoordinatePoint, 0) //趋势线的前后坐标点 var trendLine, rSquare string // 生成线性方程式 var a, b float64 { coordinateData := make([]utils.Coordinate, 0) for _, tmpSeriesEdbInfo := range tmpSeriesEdbInfoList { tmpCoordinate1 := utils.Coordinate{ X: tmpSeriesEdbInfo.XValue, Y: tmpSeriesEdbInfo.YValue, } coordinateData = append(coordinateData, tmpCoordinate1) } // 只有存在两个坐标点的时候,才能去计算线性方程和R平方 if len(coordinateData) >= 2 { a, b = utils.GetLinearResult(coordinateData) if !math.IsNaN(a) && !math.IsNaN(b) { if b > 0 { trendLine = fmt.Sprintf("y=%sx+%s", utils.SubFloatToString(a, 4), utils.SubFloatToString(b, 4)) } else { trendLine = fmt.Sprintf("y=%sx%s", utils.SubFloatToString(a, 4), utils.SubFloatToString(b, 4)) } minYVal, _ = decimal.NewFromFloat(a).Mul(decimal.NewFromFloat(minXVal)).Add(decimal.NewFromFloat(b)).Round(4).Float64() maxYVal, _ = decimal.NewFromFloat(a).Mul(decimal.NewFromFloat(maxXVal)).Add(decimal.NewFromFloat(b)).Round(4).Float64() } // 计算R平方 rSquare = fmt.Sprint(utils.CalculationDecisive(coordinateData)) } trendLimitData = append(trendLimitData, data_manage.CoordinatePoint{ X: minXVal, Y: minYVal, }, data_manage.CoordinatePoint{ X: maxXVal, Y: maxYVal, }) } dataListResp = append(dataListResp, data_manage.SectionScatterSeriesItemResp{ Name: seriesItem.Name, NameEn: seriesItem.NameEn, IsNameDefault: seriesItem.IsNameDefault, Color: seriesItem.Color, EdbInfoList: tmpSeriesEdbInfoList, ShowTrendLine: seriesItem.ShowTrendLine, ShowFitEquation: seriesItem.ShowFitEquation, ShowRSquare: seriesItem.ShowRSquare, TrendLine: trendLine, RSquare: rSquare, TrendLimitData: trendLimitData, }) } // 截面散点图点击详情时自动更新系列名 if len(extraConfig.SeriesList) > 0 { // 默认名字的时候才自动更新 if extraConfig.SeriesList[0].IsNameDefault { firstXEdbInfoId := extraConfig.SeriesList[0].EdbInfoList[0].XEdbInfoId if v, ok := edbMappingMap[firstXEdbInfoId]; ok { extraConfig.SeriesList[0].Name = v.LatestDate extraConfig.SeriesList[0].NameEn = v.LatestDate dataListResp[0].Name = v.LatestDate dataListResp[0].NameEn = v.LatestDate } } } chartDataResp = data_manage.SectionScatterInfoResp{ XName: extraConfig.XName, XNameEn: extraConfig.XNameEn, XUnitName: extraConfig.XUnitName, XUnitNameEn: extraConfig.XUnitNameEn, YName: extraConfig.YName, YNameEn: extraConfig.YNameEn, YUnitName: extraConfig.YUnitName, YUnitNameEn: extraConfig.YUnitNameEn, XMinValue: extraConfig.XMinValue, XMaxValue: extraConfig.XMaxValue, YMinValue: extraConfig.YMinValue, YMaxValue: extraConfig.YMaxValue, DataList: dataListResp, } return } // GetChartThemeConfig // @Description: 根据主题id获取主题信息,如果获取不到的话,那么就获取默认的主题 // @author: Roc // @datetime 2023-12-19 14:31:17 // @param chartThemeId int // @param chartType int // @param source int // @return chartTheme *chart_theme.ChartTheme // @return err error func GetChartThemeConfig(chartThemeId, source, chartType int) (chartTheme *chart_theme.ChartTheme, err error) { chartTheme, err = chart_theme.GetChartThemeId(chartThemeId) if err != nil && err.Error() != utils.ErrNoRow() { return } err = nil // 如果找到了,那么就返回 if chartTheme != nil { newConfig, e := ConvertOldChartOptions(chartTheme.Config) if e == nil { chartTheme.Config = newConfig } return } // 没有找到的话,那么就找默认的主题 // 查找主题类型id chartThemeType, err := chart_theme.GetChartThemeTypeByChartTypeAndSource(chartType, source) if err != nil { newConfig, e := ConvertOldChartOptions(chartTheme.Config) if e == nil { chartTheme.Config = newConfig } return } // 寻找默认的主题id chartTheme, err = chart_theme.GetChartThemeId(chartThemeType.DefaultChartThemeId) if err != nil && err.Error() != utils.ErrNoRow() { newConfig, e := ConvertOldChartOptions(chartTheme.Config) if e == nil { chartTheme.Config = newConfig } return } err = nil // 如果找到了,那么就返回 if chartTheme != nil { return } // 如果还是没找到,那就系统的主题id chartTheme, err = chart_theme.GetSystemChartTheme(chartThemeType.ChartThemeTypeId) // 兼容历史数据,加入新字段LineOptionList newConfig, e := ConvertOldChartOptions(chartTheme.Config) if e == nil { chartTheme.Config = newConfig } return } // 兼容历史数据,加入新字段LineOptionList func ConvertOldChartOptions(config string) (newConfig string, err error) { var oldTheme request.OldChartOptions var newTheme request.NewChartOptions err = json.Unmarshal([]byte(config), &oldTheme) if err != nil { return } if oldTheme.LineOptionList != nil && len(oldTheme.LineOptionList) > 0 { newConfig = config return } newTheme.OldChartOptions = oldTheme for i := 0; i < 10; i++ { newLineOption := request.NewLineOptions{ LineOptions: oldTheme.LineOptions, Color: oldTheme.ColorsOptions[i], DataMark: "none", MarkType: "square", MarkSize: 5, MarkColor: oldTheme.ColorsOptions[i], } newTheme.LineOptionList = append(newTheme.LineOptionList, newLineOption) } newThemeStr, _ := json.Marshal(newTheme) newConfig = string(newThemeStr) return }