package models import ( "errors" "eta/eta_index_lib/utils" "fmt" "github.com/beego/beego/v2/client/orm" "github.com/shopspring/decimal" "strconv" "strings" "time" ) // AddCalculateNh 年化 func AddCalculateNh(req *EdbInfoCalculateBatchSaveReq, fromEdbInfo *EdbInfo, edbCode, uniqueCode string, sysUserId int, sysUserRealName string) (edbInfo *EdbInfo, err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("AddCalculateNh,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() if req.EdbInfoId <= 0 { edbInfo = new(EdbInfo) edbInfo.Source = utils.DATA_SOURCE_CALCULATE_NH edbInfo.SourceName = utils.DATA_SOURCE_NAME_CALCULATE_NH edbInfo.EdbCode = edbCode edbInfo.EdbName = req.EdbName edbInfo.EdbNameSource = req.EdbName edbInfo.Frequency = req.Frequency edbInfo.Unit = req.Unit edbInfo.ClassifyId = req.ClassifyId edbInfo.SysUserId = sysUserId edbInfo.SysUserRealName = sysUserRealName edbInfo.CreateTime = time.Now() edbInfo.ModifyTime = time.Now() edbInfo.UniqueCode = uniqueCode edbInfo.CalculateFormula = req.Formula edbInfo.EdbNameEn = req.EdbName edbInfo.UnitEn = req.Unit edbInfo.EdbType = 2 newEdbInfoId, tmpErr := to.Insert(edbInfo) if tmpErr != nil { err = tmpErr return } edbInfo.EdbInfoId = int(newEdbInfoId) //关联关系 { calculateMappingItem := new(EdbInfoCalculateMapping) calculateMappingItem.CreateTime = time.Now() calculateMappingItem.ModifyTime = time.Now() calculateMappingItem.Sort = 1 calculateMappingItem.EdbCode = edbCode calculateMappingItem.EdbInfoId = edbInfo.EdbInfoId calculateMappingItem.FromEdbInfoId = fromEdbInfo.EdbInfoId calculateMappingItem.FromEdbCode = fromEdbInfo.EdbCode calculateMappingItem.FromEdbName = fromEdbInfo.EdbName calculateMappingItem.FromSource = fromEdbInfo.Source calculateMappingItem.FromSourceName = fromEdbInfo.SourceName calculateMappingItem.FromTag = "" calculateMappingItem.Source = edbInfo.Source calculateMappingItem.SourceName = edbInfo.SourceName calculateMappingItem.FromSubSource = fromEdbInfo.SubSource _, err = to.Insert(calculateMappingItem) if err != nil { return } } } else { edbInfo, err = GetEdbInfoById(req.EdbInfoId) if err != nil { return } dataTableName := GetEdbDataTableName(utils.DATA_SOURCE_CALCULATE_NH, utils.DATA_SUB_SOURCE_EDB) fmt.Println("dataTableName:" + dataTableName) deleteSql := ` DELETE FROM %s WHERE edb_info_id=? ` deleteSql = fmt.Sprintf(deleteSql, dataTableName) _, err = to.Raw(deleteSql, req.EdbInfoId).Exec() if err != nil { return } } //计算数据 err = refreshAllCalculateNh(to, edbInfo.EdbInfoId, edbInfo.Source, edbInfo.SubSource, fromEdbInfo, edbInfo.EdbCode) return } // EditCalculateNh 修改年化数据 func EditCalculateNh(edbInfo *EdbInfo, req *EdbInfoCalculateBatchEditReq, fromEdbInfo *EdbInfo) (err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("EditCalculateNh,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() //修改指标信息 edbInfo.EdbName = req.EdbName edbInfo.EdbNameSource = req.EdbName edbInfo.Frequency = req.Frequency edbInfo.Unit = req.Unit edbInfo.ClassifyId = req.ClassifyId edbInfo.CalculateFormula = req.Formula edbInfo.EdbNameEn = req.EdbNameEn edbInfo.UnitEn = req.UnitEn edbInfo.ModifyTime = time.Now() _, err = to.Update(edbInfo, "EdbName", "EdbNameSource", "Frequency", "Unit", "ClassifyId", "CalculateFormula", "ModifyTime", "EdbNameEn", "UnitEn") if err != nil { return } //判断计算指标是否被更换 var existCondition string var existPars []interface{} existCondition += " AND edb_info_id=? AND from_edb_info_id=? " existPars = append(existPars, edbInfo.EdbInfoId, req.FromEdbInfoId) count, err := GetEdbInfoCalculateCountByCondition(existCondition, existPars) if err != nil { err = errors.New("判断指标是否改变失败,Err:" + err.Error()) return } if count > 0 { // 指标未被替换,无需重新计算 return } //删除,计算指标关联的,基础指标的关联关系 sql := ` DELETE FROM edb_info_calculate_mapping WHERE edb_info_id = ? ` _, err = to.Raw(sql, edbInfo.EdbInfoId).Exec() if err != nil { err = errors.New("删除计算指标关联关系失败,Err:" + err.Error()) return } //清空原有数据 tableName := GetEdbDataTableName(edbInfo.Source, edbInfo.SubSource) sql = ` DELETE FROM ` + tableName + ` WHERE edb_info_id = ? ` _, err = to.Raw(sql, edbInfo.EdbInfoId).Exec() if err != nil { return } //关联关系 { calculateMappingItem := &EdbInfoCalculateMapping{ EdbInfoCalculateMappingId: 0, EdbInfoId: edbInfo.EdbInfoId, Source: edbInfo.Source, SourceName: edbInfo.SourceName, EdbCode: edbInfo.EdbCode, FromEdbInfoId: fromEdbInfo.EdbInfoId, FromEdbCode: fromEdbInfo.EdbCode, FromEdbName: fromEdbInfo.EdbName, FromSource: fromEdbInfo.Source, FromSourceName: fromEdbInfo.SourceName, FromTag: "", Sort: 1, CreateTime: time.Now(), ModifyTime: time.Now(), FromSubSource: fromEdbInfo.SubSource, } _, err = to.Insert(calculateMappingItem) if err != nil { return } } //计算数据 err = refreshAllCalculateNh(to, edbInfo.EdbInfoId, edbInfo.Source, edbInfo.SubSource, fromEdbInfo, edbInfo.EdbCode) return } func RefreshAllCalculateNh(edbInfoId, source, subSource int, fromEdbInfo *EdbInfo, edbCode string) (err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("RefreshAllCalculateNh,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() // 计算数据 err = refreshAllCalculateNh(to, edbInfoId, source, subSource, fromEdbInfo, edbCode) return } // refreshAllCalculateNh 刷新年化数据 func refreshAllCalculateNh(to orm.TxOrmer, edbInfoId, source, subSource int, fromEdbInfo *EdbInfo, edbCode string) (err error) { edbInfoIdStr := strconv.Itoa(edbInfoId) tableName := GetEdbDataTableName(utils.DATA_SOURCE_CALCULATE_NH, utils.DATA_SUB_SOURCE_EDB) //获取年化指标所有数据 existDataList, err := GetAllEdbDataListByTo(to, edbInfoId, source, subSource) if err != nil { return } //计算指标的map existDataMap := make(map[string]*EdbData, 0) removeDateMap := make(map[string]string) for _, v := range existDataList { existDataMap[v.DataTime] = v removeDateMap[v.DataTime] = `` } //计算数据 //获取来源指标的数据 fromDataList, err := GetEdbDataListAllByTo(to, fromEdbInfo.Source, fromEdbInfo.SubSource, FindEdbDataListAllCond{ EdbInfoId: fromEdbInfo.EdbInfoId, }, 1) if err != nil { return err } // 插值法数据处理 handleDataMap := make(map[string]float64) _, err = HandleDataByLinearRegression(fromDataList, handleDataMap) if err != nil { return } lenFromDataList := len(fromDataList) // 如果来源指标没有数据,那么就直接返回得了 if lenFromDataList <= 0 { sql := fmt.Sprintf(` DELETE FROM %s WHERE edb_info_id = ? `, tableName) _, err = to.Raw(sql, edbInfoId).Exec() if err != nil { err = fmt.Errorf("删除年化指标数据失败,Err:" + err.Error()) return } return } // 每年的最后一天的数据值 yearLastValMap := make(map[int]float64) startDataTime, _ := time.ParseInLocation(utils.FormatDate, fromDataList[0].DataTime, time.Local) endDataTime, _ := time.ParseInLocation(utils.FormatDate, fromDataList[lenFromDataList-1].DataTime, time.Local) for i := startDataTime.Year(); i <= endDataTime.Year(); i++ { tmpDateStr := fmt.Sprintf("%d-12-31", i) if tmpVal, ok := handleDataMap[tmpDateStr]; ok { yearLastValMap[i] = tmpVal } } addSql := ` INSERT INTO ` + tableName + ` (edb_info_id,edb_code,data_time,value,create_time,modify_time,data_timestamp) values ` var isAdd bool //来源指指标数据 for _, v := range fromDataList { currDateStr := v.DataTime currDate, _ := time.ParseInLocation(utils.FormatDate, currDateStr, time.Local) perValMap := make(map[time.Time]float64) //前3年当日的数据 for i := 1; i <= 3; i++ { tmpDateTime := currDate.AddDate(-i, 0, 0) if tmpVal, ok := handleDataMap[tmpDateTime.Format(utils.FormatDate)]; ok { perValMap[tmpDateTime] = tmpVal } } lenPerValMap := len(perValMap) // 如果数据少于2年,那么就不参与计算,结束当前循环,进入下一个循环 if lenPerValMap < 2 { continue } // N年 当前值占全年比重 的值列表 divValList := make([]decimal.Decimal, 0) for tmpDateTime, tmpVal := range perValMap { yearLastVal, ok2 := yearLastValMap[tmpDateTime.Year()] // 如果当年最后一天没有数据 if !ok2 { continue } // 当前值占全年比重 tmpYearLastVal := decimal.NewFromFloat(yearLastVal) if tmpYearLastVal.IsZero() { //如果是0,那么就退出当前循环,进入下一个循环 continue } divVal := decimal.NewFromFloat(tmpVal).Div(tmpYearLastVal) divValList = append(divValList, divVal) } lenDivValList := len(divValList) // 如果 N年 当前值占全年比重 的值 小于 2个,那么就不参与计算,结束当前循环,进入下一个循环 if lenDivValList < 2 { continue } divValSum := decimal.NewFromFloat(0) for _, divVal := range divValList { divValSum = divValSum.Add(divVal) } // 当前计算出来的结果 tmpDivVal := divValSum.Div(decimal.NewFromInt(int64(lenDivValList))) if tmpDivVal.IsZero() { //如果是0,那么就退出当前循环,进入下一个循环 continue } currVal, _ := decimal.NewFromFloat(v.Value).Div(tmpDivVal).Round(4).Float64() // 判断年化指标是否存在数据 if existData, ok := existDataMap[currDateStr]; ok { // 处理年化数据的值 existValStr := existData.Value existValDeci, tmpErr := decimal.NewFromString(existValStr) if tmpErr != nil { err = tmpErr return } existVal, _ := existValDeci.Round(4).Float64() // 判断年化数据的值 与 当前计算出来的结果, 如果两个数据结果不相等的话,那么就修改咯 if existVal != currVal { err = ModifyEdbDataById(source, subSource, existData.EdbDataId, fmt.Sprint(currVal)) if err != nil { return err } } } else { // 直接入库 timestamp := currDate.UnixNano() / 1e6 timestampStr := fmt.Sprintf("%d", timestamp) addSql += GetAddSql(edbInfoIdStr, edbCode, currDateStr, timestampStr, fmt.Sprint(currVal)) isAdd = true } delete(removeDateMap, currDateStr) } if isAdd { addSql = strings.TrimRight(addSql, ",") _, err = to.Raw(addSql).Exec() } // 移除不存在的日期数据 if len(removeDateMap) > 0 { removeDateList := make([]string, 0) //需要移除的日期 for k := range removeDateMap { removeDateList = append(removeDateList, k) } removeDateStr := strings.Join(removeDateList, `","`) removeDateStr = `"` + removeDateStr + `"` sql := fmt.Sprintf(` DELETE FROM %s WHERE edb_info_id = ? and data_time in (%s) `, tableName, removeDateStr) _, err = to.Raw(sql, edbInfoId).Exec() if err != nil { err = fmt.Errorf("删除年化指标数据失败,Err:" + err.Error()) return } } return }