package models import ( "errors" "fmt" "github.com/beego/beego/v2/client/orm" "github.com/shopspring/decimal" "hongze/hongze_edb_lib/utils" "strconv" "strings" "time" ) // AddCalculateCjjx 超季节性 func AddCalculateCjjx(req *EdbInfoCalculateBatchSaveReq, fromEdbInfo *EdbInfo, edbCode, uniqueCode string, sysUserId int, sysUserRealName string, formulaInt int) (edbInfo *EdbInfo, err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("AddCalculateCjjx,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() fmt.Println("req.EdbInfoId:", req.EdbInfoId) if req.EdbInfoId <= 0 { edbInfo = new(EdbInfo) edbInfo.Source = utils.DATA_SOURCE_CALCULATE_CJJX edbInfo.SourceName = "超季节性" 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.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 _, err = to.Insert(calculateMappingItem) if err != nil { return } } } else { edbInfo, err = GetEdbInfoById(req.EdbInfoId) if err != nil { return } dataTableName := GetEdbDataTableName(utils.DATA_SOURCE_CALCULATE_CJJX) 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 = refreshAllCalculateCjjx(to, edbInfo.EdbInfoId, edbInfo.Source, fromEdbInfo, edbInfo.EdbCode, "", "", formulaInt) return } // EditCalculateCjjx 超季节性 func EditCalculateCjjx(req *EdbInfoCalculateBatchEditReq, edbInfo, fromEdbInfo *EdbInfo, formulaInt int) (err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("EditCalculateCjjx,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() oldCalculateFormula := edbInfo.CalculateFormula //原先的n值 edbInfo, err = GetEdbInfoById(req.EdbInfoId) if err != nil { return } //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.ModifyTime = time.Now() _, err = to.Update(edbInfo, "EdbName", "EdbNameSource", "Frequency", "Unit", "ClassifyId", "CalculateFormula", "ModifyTime") 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 && oldCalculateFormula == req.Formula { // 指标未被替换,同时N值未修改,无需重新计算 return } // 指标被替换,或者N值未修改,那么需要重新计算数据 //基础指标被替换了,需要删除原先的 计算指标关联的,基础指标的关联关系 if count <= 0 { // 需要删除原先的 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 { return } // 添加新的关联关系 { calculateMappingItem := &EdbInfoCalculateMapping{ EdbInfoCalculateMappingId: 0, EdbInfoId: edbInfo.EdbInfoId, Source: utils.DATA_SOURCE_CALCULATE_CJJX, SourceName: "超季节性", 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(), } _, err = to.Insert(calculateMappingItem) if err != nil { return } } } //清空原有数据 tableName := GetEdbDataTableName(edbInfo.Source) sql := fmt.Sprintf(` DELETE FROM %s WHERE edb_info_id = ? `, tableName) _, err = to.Raw(sql, edbInfo.EdbInfoId).Exec() if err != nil { return } //计算数据 err = refreshAllCalculateCjjx(to, edbInfo.EdbInfoId, edbInfo.Source, fromEdbInfo, edbInfo.EdbCode, "", "", formulaInt) return } // RefreshAllCalculateCjjx 刷新全部超季节性数据 func RefreshAllCalculateCjjx(edbInfoId, source int, fromEdbInfo *EdbInfo, edbCode, startDate, endDate string, formulaInt int) (err error) { o := orm.NewOrm() to, err := o.Begin() if err != nil { return } defer func() { if err != nil { fmt.Println("RefreshAllCalculateCjjx,Err:" + err.Error()) _ = to.Rollback() } else { _ = to.Commit() } }() // 重新计算 err = refreshAllCalculateCjjx(to, edbInfoId, source, fromEdbInfo, edbCode, startDate, endDate, formulaInt) return } // refreshAllCalculateCjjx 刷新全部超季节性数据 func refreshAllCalculateCjjx(to orm.TxOrmer, edbInfoId, source int, fromEdbInfo *EdbInfo, edbCode, startDate, endDate string, formulaInt int) (err error) { if err != nil { return } edbInfoIdStr := strconv.Itoa(edbInfoId) //计算数据 var condition string var pars []interface{} condition += " AND edb_info_id=? " pars = append(pars, fromEdbInfo.EdbInfoId) if startDate != "" { condition += " AND data_time>=? " pars = append(pars, startDate) } //if endDate != "" { // condition += " AND data_time<=? " // pars = append(pars, endDate) //} dataList, err := GetEdbDataListAllByTo(to, condition, pars, fromEdbInfo.Source, 0) if err != nil { return err } var dateArr []string dataMap := make(map[string]*EdbInfoSearchData) for _, v := range dataList { dateArr = append(dateArr, v.DataTime) dataMap[v.DataTime] = v } //获取指标所有数据 existDataList := make([]*EdbData, 0) dataTableName := GetEdbDataTableName(source) sql := `SELECT * FROM %s WHERE edb_info_id=? ` sql = fmt.Sprintf(sql, dataTableName) _, err = to.Raw(sql, edbInfoId).QueryRows(&existDataList) if err != nil { return err } existDataMap := make(map[string]string) for _, v := range existDataList { existDataMap[edbCode+v.DataTime] = v.Value } addSql := ` INSERT INTO edb_data_calculate_cjjx(edb_info_id,edb_code,data_time,value,create_time,modify_time,data_timestamp) values ` var isAdd bool //日度/周度/季度/月度 isCompatibility := false //是否向上下兼容35天 if utils.InArrayByStr([]string{"日度", "周度", "季度", "月度"}, fromEdbInfo.Frequency) { isCompatibility = true } for _, av := range dateArr { currentItem := dataMap[av] if currentItem != nil { pastValueList := make([]float64, 0) // 过去几期的数据 //当前日期 currentDate, tmpErr := time.Parse(utils.FormatDate, av) if tmpErr != nil { err = tmpErr return } pastValueList = append(pastValueList, currentItem.Value) for i := 1; i < formulaInt; i++ { //前几年的日期 preDate := currentDate.AddDate(-i, 0, 0) preDateStr := preDate.Format(utils.FormatDate) if findItem, ok := dataMap[preDateStr]; ok { //上一年同期找到 pastValueList = append(pastValueList, findItem.Value) } else if isCompatibility { // 如果需要兼容上下35天 nextDateDay := preDate preDateDay := preDate for i := 0; i < 35; i++ { nextDateDayStr := nextDateDay.Format(utils.FormatDate) if findItem, ok := dataMap[nextDateDayStr]; ok { //上一年同期->下一个月找到 pastValueList = append(pastValueList, findItem.Value) break } else { preDateDayStr := preDateDay.Format(utils.FormatDate) if findItem, ok := dataMap[preDateDayStr]; ok { //上一年同期->上一个月找到 pastValueList = append(pastValueList, findItem.Value) break } } nextDateDay = nextDateDay.AddDate(0, 0, 1) preDateDay = preDateDay.AddDate(0, 0, -1) } } } if len(pastValueList) == formulaInt { val := CjjxSub(currentItem.Value, pastValueList) if existVal, ok := existDataMap[edbCode+av]; !ok { timestamp := currentDate.UnixNano() / 1e6 timestampStr := fmt.Sprintf("%d", timestamp) addSql += GetAddSql(edbInfoIdStr, edbCode, av, timestampStr, val) isAdd = true } else { existValDecimal, err := decimal.NewFromString(existVal) existStr := existValDecimal.String() if existStr != val { sql := ` UPDATE %s SET value=?,modify_time=NOW() WHERE edb_info_id=? AND data_time=? ` sql = fmt.Sprintf(sql, dataTableName) _, err = to.Raw(sql, val, edbInfoId, av).Exec() if err != nil { return err } } } } existDataMap[edbCode+av] = av } } if isAdd { addSql = strings.TrimRight(addSql, ",") _, err = to.Raw(addSql).Exec() if err != nil { return err } } return } // CjjxSub 计算超季节性值 // 计算公式=现值-过去n年(包括今年)均值,n为取数个数,需大于等于1; //举例:A指标 2022-10-13值100,2021-10-13值120,2020-10-13值110,设置n=3,则“超季节性”指标计算值为100-(100+120+110)/3=-10。 func CjjxSub(currValue float64, pastValue []float64) (value string) { num := len(pastValue) if num == 0 { return } numDecimal := decimal.NewFromInt(int64(num)) af := decimal.NewFromFloat(currValue) fmt.Println(af) bf := decimal.NewFromFloat(pastValue[0]) for k := 1; k < num; k++ { tmpVal := decimal.NewFromFloat(pastValue[k]) bf = bf.Add(tmpVal) } val, _ := af.Sub(bf.Div(numDecimal)).Float64() //valStr := utils.SubFloatToString(val, 4) valStr := decimal.NewFromFloat(val).RoundCeil(4).String() return valStr }