package line_equation import ( "encoding/json" "errors" "eta/eta_mobile/models/data_manage" "eta/eta_mobile/models/data_manage/line_equation" "eta/eta_mobile/models/data_manage/line_equation/request" "eta/eta_mobile/models/system" "eta/eta_mobile/services/data" "eta/eta_mobile/utils" "fmt" "github.com/shopspring/decimal" "math" "sort" "strconv" "strings" "time" ) type LineEquationResp struct { AData LineEquationDataResp BData LineEquationDataResp R2Data LineEquationDataResp } type LineEquationDataResp struct { MaxData float64 MinData float64 LatestDate string `description:"真实数据的最后日期"` EdbInfoCategoryType int ChartColor string ChartStyle string PredictChartColor string ChartType int ChartWidth int EdbName string EdbNameEn string Unit string UnitEn string IsAxis int DataList []data_manage.EdbDataList } // GetChartEdbData 获取图表数据 func GetChartEdbData(chartInfoId int, lineChartInfoConfig request.LineChartInfoReq, getAData, getBData, getR2Data bool) (edbList []*data_manage.ChartEdbInfoMapping, dataResp LineEquationResp, err error, errMsg string) { // 获取基本信息 mappingList, startDate, endDate, err, errMsg := getConfigData(lineChartInfoConfig) if err != nil { return } xEdbInfoIdList := lineChartInfoConfig.XEdbInfoIdList yEdbInfoIdList := lineChartInfoConfig.YEdbInfoIdList aLineEquationDataResp := LineEquationDataResp{ DataList: make([]data_manage.EdbDataList, 0), MaxData: 0, MinData: 0, ChartColor: "#00f", ChartStyle: `spline`, PredictChartColor: `#00f`, ChartType: 0, ChartWidth: 3, EdbName: `弹性系数`, EdbNameEn: `elastic coefficient`, IsAxis: 1, } bLineEquationDataResp := LineEquationDataResp{ DataList: make([]data_manage.EdbDataList, 0), MaxData: 0, MinData: 0, ChartColor: "#00f", ChartStyle: `spline`, PredictChartColor: `#00f`, ChartType: 0, ChartWidth: 3, EdbName: `截距`, EdbNameEn: `intercept`, IsAxis: 1, } r2LineEquationDataResp := LineEquationDataResp{ DataList: make([]data_manage.EdbDataList, 0), MaxData: 0, MinData: 0, ChartColor: "#00f", ChartStyle: `spline`, PredictChartColor: `#00f`, ChartType: 0, ChartWidth: 3, EdbName: `相关系数`, EdbNameEn: `coefficient of association`, IsAxis: 1, } edbList = make([]*data_manage.ChartEdbInfoMapping, 0) dataResp = LineEquationResp{ AData: aLineEquationDataResp, BData: bLineEquationDataResp, R2Data: r2LineEquationDataResp, } var baseEdbInfo *data_manage.ChartEdbInfoMapping // 获取确定以哪个指标的日期作为基准日期 { var xEdbInfo, yEdbInfo *data_manage.ChartEdbInfoMapping for _, v := range mappingList { if v.EdbInfoId == xEdbInfoIdList[0] { xEdbInfo = v } if v.EdbInfoId == yEdbInfoIdList[0] { yEdbInfo = v } } if xEdbInfo == nil { errMsg = `X轴第一个指标异常` err = errors.New(errMsg) return } if yEdbInfo == nil { errMsg = `Y轴第一个指标异常` err = errors.New(errMsg) return } // 时间截面规则:按照什么频率来取不同的截面的问题。原则是:按照X轴和Y轴所选择的第一个指标(X和Y分别有一个第一个指标),两个指标中,以低频的那个作为基准。如果X轴和Y轴是同频的,那以Y轴第一个指标的为准。 frequencyIntMap := map[string]int{ "日度": 1, "周度": 2, "旬度": 3, "月度": 4, "季度": 5, "年度": 6, } // 如果x是高频 或者 x与y是同频的,那么就是Y轴的第一个指标为主 if frequencyIntMap[xEdbInfo.Frequency] <= frequencyIntMap[yEdbInfo.Frequency] { baseEdbInfo = yEdbInfo } else { // 否则是X轴的第一个指标是低频 baseEdbInfo = xEdbInfo } } // 指标对应的所有数据 chartType := 1 //1:普通图,2:季节性图 calendar := "公历" edbDataListMap, edbList, err := data.GetEdbDataMapList(chartInfoId, chartType, calendar, startDate, endDate, mappingList, "") if err != nil { return } // 获取所有的日期 dateList := make([]string, 0) for _, v := range edbDataListMap[baseEdbInfo.EdbInfoId] { dateList = append(dateList, v.DataTime) } // 数据整理 // [日期][A指标id:值,B指标id:值] dateEdbMap, err := handleData(baseEdbInfo.EdbInfoId, edbDataListMap) if err != nil { return } lenX := len(xEdbInfoIdList) var isNotAFirst, isNotBFirst, isNotR2First bool for i, date := range dateList { coordinateData := make([]utils.Coordinate, 0) for k := 0; k < lenX; k++ { xVal, ok1 := dateEdbMap[date][xEdbInfoIdList[k]] yVal, ok2 := dateEdbMap[date][yEdbInfoIdList[k]] if !ok1 || !ok2 { continue } tmpCoordinate1 := utils.Coordinate{ X: xVal, Y: yVal, } coordinateData = append(coordinateData, tmpCoordinate1) } dataTime, _ := time.ParseInLocation(utils.FormatDate, date, time.Local) timestamp := dataTime.UnixNano() / 1e6 // 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) && !math.IsInf(a, 0) && !math.IsInf(b, 0) { if getAData { a, _ = decimal.NewFromFloat(a).Round(4).Float64() dataResp.AData.DataList = append(dataResp.AData.DataList, data_manage.EdbDataList{ EdbDataId: i, EdbInfoId: 0, DataTime: date, DataTimestamp: timestamp, Value: a, }) if !isNotAFirst { dataResp.AData.MinData = a dataResp.AData.MaxData = a isNotAFirst = true } if dataResp.AData.MinData > a { dataResp.AData.MinData = a } if dataResp.AData.MaxData < a { dataResp.AData.MaxData = a } } if getBData { b, _ = decimal.NewFromFloat(b).Round(4).Float64() dataResp.BData.DataList = append(dataResp.BData.DataList, data_manage.EdbDataList{ EdbDataId: i, EdbInfoId: 0, DataTime: date, DataTimestamp: timestamp, Value: b, }) if !isNotBFirst { dataResp.BData.MinData = b dataResp.BData.MaxData = b isNotBFirst = true } if dataResp.BData.MinData > b { dataResp.BData.MinData = b } if dataResp.BData.MaxData < b { dataResp.BData.MaxData = b } } } // 计算R平方 if getR2Data { tmpVal := utils.CalculationDecisive(coordinateData) if math.IsNaN(tmpVal) || math.IsInf(tmpVal, 0) { continue } tmpVal, _ = decimal.NewFromFloat(tmpVal).Round(4).Float64() dataResp.R2Data.DataList = append(dataResp.R2Data.DataList, data_manage.EdbDataList{ EdbDataId: i, EdbInfoId: 0, DataTime: date, DataTimestamp: timestamp, Value: tmpVal, }) if !isNotR2First { dataResp.R2Data.MinData = tmpVal dataResp.R2Data.MaxData = tmpVal isNotR2First = true } if dataResp.R2Data.MinData > tmpVal { dataResp.R2Data.MinData = tmpVal } if dataResp.R2Data.MaxData < tmpVal { dataResp.R2Data.MaxData = tmpVal } } } } dataResp.AData.LatestDate = baseEdbInfo.LatestDate dataResp.AData.EdbInfoCategoryType = baseEdbInfo.EdbInfoCategoryType dataResp.BData.LatestDate = baseEdbInfo.LatestDate dataResp.BData.EdbInfoCategoryType = baseEdbInfo.EdbInfoCategoryType dataResp.R2Data.LatestDate = baseEdbInfo.LatestDate dataResp.R2Data.EdbInfoCategoryType = baseEdbInfo.EdbInfoCategoryType return } // GetConfigData 获取配置数据 func GetConfigData(lineChartInfoConfig request.LineChartInfoReq) (mappingList []*data_manage.ChartEdbInfoMapping, startDate, endDate string, err error, errMsg string) { return getConfigData(lineChartInfoConfig) } // getConfigData 获取配置数据 func getConfigData(lineChartInfoConfig request.LineChartInfoReq) (mappingList []*data_manage.ChartEdbInfoMapping, startDate, endDate string, err error, errMsg string) { dateType := lineChartInfoConfig.DateType switch dateType { case 1: startDate = "2000-01-01" case 2: startDate = "2010-01-01" case 3: startDate = "2015-01-01" case 4: //startDate = strconv.Itoa(time.Now().Year()) + "-01-01" startDate = "2021-01-01" case 5: startDate = lineChartInfoConfig.StartDate + "-01" endDate = lineChartInfoConfig.EndDate + "-01" case 6: startDate = lineChartInfoConfig.StartDate + "-01" case 7: startDate = "2018-01-01" case 8: startDate = "2019-01-01" case 9: startDate = "2020-01-01" case 11: startDate = "2022-01-01" } //指标数据 edbInfoIdList := make([]int, 0) { edbInfoIdMap := make(map[int]int, 0) for _, edbInfoId := range lineChartInfoConfig.XEdbInfoIdList { edbInfoIdMap[edbInfoId] = edbInfoId } for _, edbInfoId := range lineChartInfoConfig.YEdbInfoIdList { edbInfoIdMap[edbInfoId] = edbInfoId } for _, edbInfoId := range edbInfoIdMap { edbInfoIdList = append(edbInfoIdList, edbInfoId) } } mappingList, err = data_manage.GetChartEdbMappingListByEdbInfoIdList(edbInfoIdList) if err != nil { errMsg = `获取失败` err = errors.New("获取图表,指标信息失败,Err:" + err.Error()) return } return } // handleData 数据处理 func handleData(baseEdbInfoId int, edbDataListMap map[int][]*data_manage.EdbDataList) (dateEdbMap map[string]map[int]float64, err error) { dateEdbMap = make(map[string]map[int]float64) // [日期][A指标id:值,B指标id:值] for edbInfoId, edbDataList := range edbDataListMap { if edbInfoId != baseEdbInfoId { // 用上期的数据补充当期的数据处理 handleDataMap := make(map[string]float64) err = data_manage.HandleDataByPreviousData(edbDataList, handleDataMap) if err != nil { return } for date, val := range handleDataMap { item, ok := dateEdbMap[date] if ok { item[edbInfoId] = val } else { item = map[int]float64{ edbInfoId: val, } } dateEdbMap[date] = item } } else { for _, edbData := range edbDataList { item, ok := dateEdbMap[edbData.DataTime] if ok { item[edbInfoId] = edbData.Value } else { item = map[int]float64{ edbInfoId: edbData.Value, } } dateEdbMap[edbData.DataTime] = item } } } return } // BatchAddChartInfo 批量添加图表 func BatchAddChartInfo(batchAddChartReq []request.AddChart, lineChartInfoConfig request.LineChartInfoReq, sysUser *system.Admin) (batchAddChartList []line_equation.BatchAddChart, err error, errMsg string, isSendEmail bool) { source := utils.CHART_SOURCE_LINE_EQUATION // 获取需要 for k, v := range batchAddChartReq { v.ChartName = strings.Trim(v.ChartName, " ") batchAddChartReq[k] = v if v.ChartName == "" { errMsg = "请填写图表名称!" err = errors.New(errMsg) isSendEmail = false return } if v.ChartClassifyId <= 0 { errMsg = "请填写图表名称!" err = errors.New(errMsg) isSendEmail = false return } chartClassify, tmpErr := data_manage.GetChartClassifyById(v.ChartClassifyId) if tmpErr != nil { if tmpErr.Error() == utils.ErrNoRow() { errMsg = "分类不存在" err = errors.New(errMsg) isSendEmail = false return } errMsg = "获取分类信息失败" err = errors.New("获取分类信息失败,Err:" + tmpErr.Error()) return } if chartClassify == nil { errMsg = "分类不存在" err = errors.New(errMsg) isSendEmail = false return } // 判断图表是否存在 var condition string var pars []interface{} condition += " AND chart_name=? AND source = ? " pars = append(pars, v.ChartName, source) count, tmpErr := data_manage.GetChartInfoCountByCondition(condition, pars) if tmpErr != nil { errMsg = "判断图表名称是否存在失败" err = errors.New("判断图表名称是否存在失败,Err:" + tmpErr.Error()) return } if count > 0 { errMsg = "图表已存在,请重新填写" err = errors.New(errMsg) isSendEmail = false return } } edbList, _, _, err, errMsg := getConfigData(lineChartInfoConfig) var edbInfoIdArr []int for _, v := range edbList { edbInfoIdArr = append(edbInfoIdArr, v.EdbInfoId) } disableVal := data.CheckIsDisableChart(edbInfoIdArr) sort.Ints(edbInfoIdArr) var edbInfoIdArrStr []string for _, v := range edbInfoIdArr { edbInfoIdArrStr = append(edbInfoIdArrStr, strconv.Itoa(v)) } edbInfoIdStr := strings.Join(edbInfoIdArrStr, ",") // 批量配置 lineChartInfoConfigByte, err := json.Marshal(lineChartInfoConfig) if err != nil { return } multipleGraphConfig := &data_manage.MultipleGraphConfig{ Curve: string(lineChartInfoConfigByte), SysUserId: sysUser.AdminId, SysUserRealName: sysUser.RealName, ModifyTime: time.Now(), CreateTime: time.Now(), } // 多图 batchAddChartList = make([]line_equation.BatchAddChart, 0) for _, v := range batchAddChartReq { tmpLineChartInfoConfig := lineChartInfoConfig tmpLineChartInfoConfig.Source = v.Source tmpLineChartInfoConfigByte, tmpErr := json.Marshal(tmpLineChartInfoConfig) if tmpErr != nil { err = tmpErr return } chartInfo := &data_manage.ChartInfo{ ChartInfoId: 0, ChartName: v.ChartName, //ChartNameEn: v.ChartName, ChartClassifyId: v.ChartClassifyId, SysUserId: sysUser.AdminId, SysUserRealName: sysUser.RealName, UniqueCode: utils.MD5(utils.CHART_PREFIX + "_" + fmt.Sprint(v.Source) + "_" + strconv.FormatInt(time.Now().UnixNano(), 10)), CreateTime: time.Now(), ModifyTime: time.Now(), DateType: lineChartInfoConfig.DateType, StartDate: lineChartInfoConfig.StartDate, EndDate: lineChartInfoConfig.EndDate, IsSetName: 0, EdbInfoIds: edbInfoIdStr, ChartType: 1, Calendar: "公历", SeasonStartDate: "", SeasonEndDate: "", ChartImage: v.ChartImage, Sort: 0, LeftMin: v.LeftMin, LeftMax: v.LeftMax, RightMin: "", RightMax: "", Disabled: disableVal, BarConfig: "", Source: source, ExtraConfig: string(tmpLineChartInfoConfigByte), } // 指标信息 mapList := make([]*data_manage.ChartEdbMapping, 0) for _, edbInfo := range edbList { mapItem := new(data_manage.ChartEdbMapping) mapItem.EdbInfoId = edbInfo.EdbInfoId mapItem.CreateTime = time.Now() mapItem.ModifyTime = time.Now() timestamp := strconv.FormatInt(time.Now().UnixNano(), 10) mapItem.UniqueCode = utils.MD5(utils.CHART_PREFIX + "_" + fmt.Sprint(v.Source) + "_" + timestamp + "_" + strconv.Itoa(edbInfo.EdbInfoId)) mapItem.IsOrder = true mapItem.IsAxis = 1 mapItem.EdbInfoType = 1 mapItem.Source = source mapList = append(mapList, mapItem) } // 批量的关系图 multipleGraphConfigChartMapping := &data_manage.MultipleGraphConfigChartMapping{ //Id: 0, //MultipleGraphConfigId: 0, //ChartInfoId: 0, Source: v.Source, ModifyTime: time.Now(), CreateTime: time.Now(), } batchAddChartList = append(batchAddChartList, line_equation.BatchAddChart{ ChartInfo: chartInfo, EdbMappingList: mapList, MultipleGraphConfigChartMapping: multipleGraphConfigChartMapping, }) } // 批量创建 err = line_equation.CreateLineEquationChartAndEdb(multipleGraphConfig, batchAddChartList) // 更改es for _, v := range batchAddChartList { //添加es数据 go data.EsAddOrEditChartInfo(v.ChartInfo.ChartInfoId) } return } // BatchSaveChartInfo 批量添加编辑图表 func BatchSaveChartInfo(multipleGraphConfigId int, batchAddChartReq []request.AddChart, lineChartInfoConfig request.LineChartInfoReq, sysUser *system.Admin) (batchAddChartList []line_equation.BatchAddChart, err error, errMsg string, isSendEmail bool) { // 获取统一配置 multipleGraphConfig, err := data_manage.GetMultipleGraphConfigById(multipleGraphConfigId) if err != nil { errMsg = `获取失败` err = errors.New(`获取配置失败,ERR:` + err.Error()) return } // 获取已经关联的图表 chartMappingList, err := data_manage.GetMultipleGraphConfigChartMappingListById(multipleGraphConfig.MultipleGraphConfigId) if err != nil { errMsg = `获取失败` err = errors.New(`获取关联图表配置失败,ERR:` + err.Error()) return } // 已经存在关联的图表map existSourceChartMap := make(map[int]*data_manage.MultipleGraphConfigChartMapping) // 已经存在的图表map existChartInfoMap := make(map[int]*data_manage.ChartInfo) for _, v := range chartMappingList { existSourceChartMap[v.Source] = v chartInfo, tmpErr := data_manage.GetChartInfoById(v.ChartInfoId) if tmpErr != nil && tmpErr.Error() != utils.ErrNoRow() { err = tmpErr return } if chartInfo != nil { existChartInfoMap[v.Source] = chartInfo } } source := utils.CHART_SOURCE_LINE_EQUATION // 获取需要 for k, v := range batchAddChartReq { v.ChartName = strings.Trim(v.ChartName, " ") batchAddChartReq[k] = v if v.ChartName == "" { errMsg = "请填写图表名称!" err = errors.New(errMsg) isSendEmail = false return } if v.ChartClassifyId <= 0 { errMsg = "请填写图表名称!" err = errors.New(errMsg) isSendEmail = false return } chartClassify, tmpErr := data_manage.GetChartClassifyById(v.ChartClassifyId) if tmpErr != nil { if tmpErr.Error() == utils.ErrNoRow() { errMsg = "分类不存在" err = errors.New(errMsg) isSendEmail = false return } errMsg = "获取分类信息失败" err = errors.New("获取分类信息失败,Err:" + tmpErr.Error()) return } if chartClassify == nil { errMsg = "分类不存在" err = errors.New(errMsg) isSendEmail = false return } // 判断图表是否存在 var condition string var pars []interface{} condition += " AND chart_name=? AND source = ? " pars = append(pars, v.ChartName, source) // 已经创建了图表的类型 if sourceChart, ok := existChartInfoMap[v.Source]; ok { condition += " AND chart_info_id != ? " pars = append(pars, sourceChart.ChartInfoId) } count, tmpErr := data_manage.GetChartInfoCountByCondition(condition, pars) if tmpErr != nil { errMsg = "判断图表名称是否存在失败" err = errors.New("判断图表名称是否存在失败,Err:" + tmpErr.Error()) return } if count > 0 { errMsg = "图表已存在,请重新填写" err = errors.New(errMsg) isSendEmail = false return } } edbList, _, _, err, errMsg := getConfigData(lineChartInfoConfig) var edbInfoIdArr []int for _, v := range edbList { edbInfoIdArr = append(edbInfoIdArr, v.EdbInfoId) } disableVal := data.CheckIsDisableChart(edbInfoIdArr) sort.Ints(edbInfoIdArr) var edbInfoIdArrStr []string for _, v := range edbInfoIdArr { edbInfoIdArrStr = append(edbInfoIdArrStr, strconv.Itoa(v)) } edbInfoIdStr := strings.Join(edbInfoIdArrStr, ",") // 批量配置 lineChartInfoConfigByte, err := json.Marshal(lineChartInfoConfig) if err != nil { return } multipleGraphConfig.Curve = string(lineChartInfoConfigByte) multipleGraphConfig.ModifyTime = time.Now() updateMultipleGraphConfigCols := []string{"Curve", "ModifyTime"} updateChartCols := []string{"ChartName", "DateType", "StartDate", "EndDate", "EdbInfoIds", "LeftMin", "LeftMax", "Disabled", "ExtraConfig"} // 多图 batchAddChartList = make([]line_equation.BatchAddChart, 0) for _, v := range batchAddChartReq { tmpLineChartInfoConfig := lineChartInfoConfig tmpLineChartInfoConfig.Source = v.Source tmpLineChartInfoConfigByte, tmpErr := json.Marshal(tmpLineChartInfoConfig) if tmpErr != nil { err = tmpErr return } var multipleGraphConfigChartMapping *data_manage.MultipleGraphConfigChartMapping // 已经创建了图表的类型 chartInfo, ok := existChartInfoMap[v.Source] if ok { chartInfo.ChartName = v.ChartName chartInfo.DateType = lineChartInfoConfig.DateType chartInfo.StartDate = lineChartInfoConfig.StartDate chartInfo.EndDate = lineChartInfoConfig.EndDate chartInfo.EdbInfoIds = edbInfoIdStr chartInfo.LeftMin = v.LeftMin chartInfo.LeftMax = v.LeftMax chartInfo.Disabled = disableVal chartInfo.ExtraConfig = string(tmpLineChartInfoConfigByte) //updateChartInfoList tmpMultipleGraphConfigChartMapping, ok2 := existSourceChartMap[v.Source] if !ok2 { err = errors.New("找不到对应的统一配置关系") return } multipleGraphConfigChartMapping = tmpMultipleGraphConfigChartMapping } else { chartInfo = &data_manage.ChartInfo{ ChartInfoId: 0, ChartName: v.ChartName, //ChartNameEn: v.ChartName, ChartClassifyId: v.ChartClassifyId, SysUserId: sysUser.AdminId, SysUserRealName: sysUser.RealName, UniqueCode: utils.MD5(utils.CHART_PREFIX + "_" + fmt.Sprint(v.Source) + "_" + strconv.FormatInt(time.Now().UnixNano(), 10)), CreateTime: time.Now(), ModifyTime: time.Now(), DateType: lineChartInfoConfig.DateType, StartDate: lineChartInfoConfig.StartDate, EndDate: lineChartInfoConfig.EndDate, IsSetName: 0, EdbInfoIds: edbInfoIdStr, ChartType: 1, Calendar: "公历", SeasonStartDate: "", SeasonEndDate: "", ChartImage: "", Sort: 0, LeftMin: v.LeftMin, LeftMax: v.LeftMax, RightMin: "", RightMax: "", Disabled: disableVal, BarConfig: "", Source: source, ExtraConfig: string(tmpLineChartInfoConfigByte), } // 批量配置的关系图 if tmpMultipleGraphConfigChartMapping, ok2 := existSourceChartMap[v.Source]; ok2 { multipleGraphConfigChartMapping = tmpMultipleGraphConfigChartMapping } else { multipleGraphConfigChartMapping = &data_manage.MultipleGraphConfigChartMapping{ //Id: 0, //MultipleGraphConfigId: 0, //ChartInfoId: 0, Source: v.Source, ModifyTime: time.Now(), CreateTime: time.Now(), } } } // 指标信息 mapList := make([]*data_manage.ChartEdbMapping, 0) for _, edbInfo := range edbList { mapItem := new(data_manage.ChartEdbMapping) mapItem.EdbInfoId = edbInfo.EdbInfoId mapItem.CreateTime = time.Now() mapItem.ModifyTime = time.Now() timestamp := strconv.FormatInt(time.Now().UnixNano(), 10) mapItem.UniqueCode = utils.MD5(utils.CHART_PREFIX + "_" + fmt.Sprint(v.Source) + "_" + timestamp + "_" + strconv.Itoa(edbInfo.EdbInfoId)) mapItem.IsOrder = true mapItem.IsAxis = 1 mapItem.EdbInfoType = 1 mapItem.Source = source mapList = append(mapList, mapItem) } batchAddChartList = append(batchAddChartList, line_equation.BatchAddChart{ ChartInfo: chartInfo, EdbMappingList: mapList, MultipleGraphConfigChartMapping: multipleGraphConfigChartMapping, }) } // 批量创建 err = line_equation.CreateAndEditLineEquationChartAndEdb(multipleGraphConfig, batchAddChartList, updateMultipleGraphConfigCols, updateChartCols) // 更改es for _, v := range batchAddChartList { //添加es数据 go data.EsAddOrEditChartInfo(v.ChartInfo.ChartInfoId) } return }