package models import ( "encoding/json" "errors" "eta_gn/eta_index_lib/global" "eta_gn/eta_index_lib/utils" "fmt" "github.com/shopspring/decimal" "gorm.io/gorm" "reflect" "strconv" "strings" "time" ) type Percentile struct { } func (obj Percentile) Add(params AddCalculateBatchParams) (edbInfo *EdbInfo, err error, errMsg string) { req := params.Req fromEdbInfo := params.FromEdbInfo edbCode := params.EdbCode to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() } }() edbInfo = new(EdbInfo) edbInfo.Source = obj.GetSource() edbInfo.SourceName = obj.GetSourceName() 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 = params.SysUserId edbInfo.SysUserRealName = params.SysUserRealName edbInfo.CreateTime = time.Now() edbInfo.ModifyTime = time.Now() edbInfo.UniqueCode = params.UniqueCode edbInfo.CalculateFormula = req.Formula edbInfo.EdbNameEn = req.EdbName edbInfo.UnitEn = req.Unit edbInfo.EdbType = obj.GetEdbType() edbInfo.Sort = GetAddEdbMaxSortByClassifyId(req.ClassifyId, utils.EDB_INFO_TYPE) tmpErr := to.Create(edbInfo).Error if tmpErr != nil { err = tmpErr return } { 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.Create(calculateMappingItem).Error if err != nil { return } } err, errMsg = obj.refresh(to, edbInfo, fromEdbInfo, edbInfo.EdbCode) return } func (obj Percentile) Edit(params EditCalculateBatchParams) (err error, errMsg string) { req := params.Req edbInfo := params.EdbInfo fromEdbInfo := params.FromEdbInfo to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() } }() tableName := GetEdbDataTableName(edbInfo.Source, edbInfo.SubSource) oldEdbInfo := *edbInfo 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.Model(edbInfo).Select([]string{"EdbName", "EdbNameSource", "Frequency", "Unit", "ClassifyId", "CalculateFormula", "ModifyTime", "EdbNameEn", "UnitEn"}).Updates(edbInfo).Error if err != nil { return } 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,无需处理逻辑 if oldEdbInfo.CalculateFormula != edbInfo.CalculateFormula { err, errMsg = obj.refresh(to, edbInfo, fromEdbInfo, edbInfo.EdbCode) } return } sql := ` DELETE FROM edb_info_calculate_mapping WHERE edb_info_id = ? ` err = to.Exec(sql, edbInfo.EdbInfoId).Error if err != nil { return } sql = ` DELETE FROM ` + tableName + ` WHERE edb_info_id = ? ` err = to.Exec(sql, edbInfo.EdbInfoId).Error if err != nil { return } { calculateMappingItem := &EdbInfoCalculateMapping{ EdbInfoCalculateMappingId: 0, EdbInfoId: edbInfo.EdbInfoId, Source: obj.GetSource(), SourceName: obj.GetSourceName(), 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.Create(calculateMappingItem).Error if err != nil { return } } err, errMsg = obj.refresh(to, edbInfo, fromEdbInfo, edbInfo.EdbCode) return } func (obj Percentile) Refresh(params RefreshParams) (err error, errMsg string) { calculateMapping, err := GetEdbInfoCalculateMappingDetail(params.EdbInfo.EdbInfoId) if err != nil { errMsg = "GetEdbInfoCalculateLjzzyDetail Err:" + err.Error() return } fromEdbInfo, err := GetEdbInfoById(calculateMapping.FromEdbInfoId) if err != nil { errMsg = "GetEdbInfoById Err:" + err.Error() return } to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() } }() err, errMsg = obj.refresh(to, params.EdbInfo, fromEdbInfo, params.EdbInfo.EdbCode) return } func (obj Percentile) GetSource() int { return utils.DATA_SOURCE_CALCULATE_PERCENTILE } func (obj Percentile) GetSourceName() string { return utils.DATA_SOURCE_NAME_CALCULATE_PERCENTILE } func (obj Percentile) GetEdbType() int { return utils.CALCULATE_EDB_TYPE } type PercentileConfig struct { CalculateValue int `description:"时间长度期数"` CalculateUnit string `description:"时间长度频度"` PercentType int `description:"百分位:0-数据区间(兼容历史数据); 1-数据个数;"` } func (obj Percentile) refresh(to *gorm.DB, edbInfo, fromEdbInfo *EdbInfo, edbCode string) (err error, errMsg string) { edbInfoId := edbInfo.EdbInfoId dataTableName := GetEdbDataTableName(edbInfo.Source, edbInfo.SubSource) edbInfoIdStr := strconv.Itoa(edbInfoId) var percentileConfig PercentileConfig err = json.Unmarshal([]byte(edbInfo.CalculateFormula), &percentileConfig) if err != nil { return } fromDataList, err, errMsg := obj.getPercentileData(fromEdbInfo, percentileConfig.CalculateValue, percentileConfig.CalculateUnit, percentileConfig.PercentType) if err != nil { return } existDataList, err := GetAllEdbDataListByTo(to, edbInfoId, edbInfo.Source, edbInfo.SubSource) if err != nil { return } existDataMap := make(map[string]string) removeDataTimeMap := make(map[string]int) //需要移除的日期数据 for _, v := range existDataList { existDataMap[v.DataTime] = v.Value removeDataTimeMap[v.DataTime] = 1 } needAddDateMap := make(map[time.Time]int) addSql := ` INSERT INTO ` + dataTableName + `(edb_info_id,edb_code,data_time,value,create_time,modify_time,data_timestamp) values ` var isAdd bool for _, tmpData := range fromDataList { currDateStr := tmpData.DataTime currTime, tmpErr := time.ParseInLocation(utils.FormatDate, currDateStr, time.Local) if tmpErr != nil { err = tmpErr return } saveValue := decimal.NewFromFloat(tmpData.Value).Round(4).String() existVal, ok := existDataMap[currDateStr] if ok { delete(removeDataTimeMap, currDateStr) if existVal != saveValue { sql := ` UPDATE %s SET value=?,modify_time=NOW() WHERE edb_info_id=? AND data_time=? ` sql = fmt.Sprintf(sql, dataTableName) err = to.Exec(sql, saveValue, edbInfoId, currDateStr).Error if err != nil { return } } continue } timestamp := currTime.UnixNano() / 1e6 timeStr := fmt.Sprintf("%d", timestamp) if _, existOk := needAddDateMap[currTime]; !existOk { addSql += GetAddSql(edbInfoIdStr, edbCode, currDateStr, timeStr, saveValue) isAdd = true } needAddDateMap[currTime] = 1 } { removeDateList := make([]string, 0) for dateTime := range removeDataTimeMap { removeDateList = append(removeDateList, dateTime) } removeNum := len(removeDateList) if removeNum > 0 { sql := fmt.Sprintf(` DELETE FROM %s WHERE edb_info_id = ? and data_time in (`+utils.GetOrmInReplace(removeNum)+`) `, dataTableName) err = to.Exec(sql, edbInfo.EdbInfoId, removeDateList).Error if err != nil { fmt.Println(reflect.TypeOf(obj).Name(), " add data ;delete Err", err.Error()) err = fmt.Errorf("删除不存在的指标数据失败,Err:" + err.Error()) return } } } if isAdd { addSql = strings.TrimRight(addSql, ",") err = to.Exec(addSql).Error if err != nil { fmt.Println(reflect.TypeOf(obj).Name(), " add data Err", err.Error()) return } } return } func (obj Percentile) calculate(edbInfoId int, date, edbInfoIdStr, edbCode, dataTableName, addSql string, val float64, dataMap, existDataMap map[string]string, to *gorm.DB) (newSql string, isAdd bool, err error) { newSql = addSql saveValue := utils.SubFloatToString(val, 4) if existVal, ok := dataMap[date]; !ok { dataTime, _ := time.ParseInLocation(utils.FormatDate, date, time.Local) timestamp := dataTime.UnixNano() / 1e6 timeStr := fmt.Sprintf("%d", timestamp) if _, existOk := existDataMap[date]; !existOk { newSql += GetAddSql(edbInfoIdStr, edbCode, date, timeStr, saveValue) isAdd = true } existDataMap[date] = date } else { if existVal != saveValue { sql := ` UPDATE %s SET value=?,modify_time=NOW() WHERE edb_info_id=? AND data_time=? ` sql = fmt.Sprintf(sql, dataTableName) err = to.Exec(sql, saveValue, edbInfoId, date).Error } } return } func (obj Percentile) getPercentileData(fromEdbInfo *EdbInfo, calculateValue int, calculateUnit string, percentType int) (newDataList []EdbInfoSearchData, err error, errMsg string) { dataList := make([]*EdbInfoSearchData, 0) switch fromEdbInfo.EdbInfoType { case 0: dataList, err = GetEdbDataListAll(fromEdbInfo.Source, fromEdbInfo.SubSource, FindEdbDataListAllCond{ EdbInfoId: fromEdbInfo.EdbInfoId, }, 1) case 1: dataList, err = GetPredictEdbDataListAllByStartDate(fromEdbInfo, 1, "") default: err = errors.New(fmt.Sprint("获取失败,指标base类型异常", fromEdbInfo.EdbInfoType)) return } moveUnitDays, ok := utils.FrequencyDaysMap[calculateUnit] if !ok { errMsg = `错误的周期` err = errors.New(errMsg) return } calculateDay := calculateValue * moveUnitDays newDataList = make([]EdbInfoSearchData, 0) dataMap := make(map[time.Time]float64, 0) for _, tmpData := range dataList { currDateTime, _ := time.ParseInLocation(utils.FormatDate, tmpData.DataTime, time.Local) dataMap[currDateTime] = tmpData.Value } if percentType == utils.PercentCalculateTypeRange { for i, tmpData := range dataList { currDateTime, _ := time.ParseInLocation(utils.FormatDate, tmpData.DataTime, time.Local) maxVal := tmpData.Value minVal := tmpData.Value for k := 0; k < calculateDay; k++ { preVal, ok2 := dataMap[currDateTime.AddDate(0, 0, -k)] if ok2 { if preVal > maxVal { maxVal = preVal } if preVal < minVal { minVal = preVal } } } if maxVal == minVal { continue } tmpV := (tmpData.Value - minVal) / (maxVal - minVal) * 100 tmpV, _ = decimal.NewFromFloat(tmpV).Round(4).Float64() newDataList = append(newDataList, EdbInfoSearchData{ EdbDataId: i, DataTime: dataList[i].DataTime, Value: tmpV, }) } } maxDay := len(dataList) // 往前找数据的边界 if percentType == utils.PercentCalculateTypeNum { for i, d := range dataList { s2 := decimal.NewFromFloat(d.Value) t2, _ := time.ParseInLocation(utils.FormatDate, d.DataTime, time.Local) var bigN, tinyN int for k := 0; k < maxDay; k++ { if bigN >= calculateDay { break } preVal, preOk := dataMap[t2.AddDate(0, 0, -k)] if !preOk { continue } bigN += 1 if decimal.NewFromFloat(preVal).LessThanOrEqual(s2) { tinyN += 1 } } if bigN <= 1 { continue } numerator := decimal.NewFromInt(int64(tinyN - 1)) denominator := decimal.NewFromInt(int64(bigN - 1)) percentVal, _ := numerator.Div(denominator).Mul(decimal.NewFromFloat(100)).Round(4).Float64() newDataList = append(newDataList, EdbInfoSearchData{ EdbDataId: i, DataTime: dataList[i].DataTime, Value: percentVal, }) } } return }