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 PredictStandardBase struct { } func AddPredictEdb(item *EdbInfo, calculateMappingList []*EdbInfoCalculateMapping, predictEdbConfList []*PredictEdbConf, calculateRuleMap map[int]CalculateRule) (err error, errMsg string) { var latestDateStr string var latestValue float64 to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() go UnifiedModifyPredictEdbInfoMaxAndMinInfo(item, latestDateStr, latestValue) } }() err = to.Create(item).Error if err != nil { return } lenCalculateMapping := len(calculateMappingList) if lenCalculateMapping > 0 { for _, calculateMappingItem := range calculateMappingList { calculateMappingItem.EdbInfoId = item.EdbInfoId calculateMappingItem.EdbCode = item.EdbCode } err = to.CreateInBatches(calculateMappingList, 500).Error if err != nil { return } } predictEdbConfAndDataList := make([]*PredictEdbConfAndData, 0) for k, v := range predictEdbConfList { v.PredictEdbInfoId = item.EdbInfoId tmpErr := to.Create(v).Error if tmpErr != nil { err = tmpErr return } resultDataList := make([]*EdbInfoSearchData, 0) switch v.RuleType { case 9: //动态环差规则 calculateRule := calculateRuleMap[k] calculateRule.ConfigId = v.ConfigId calculateRule.EdbInfoId = v.PredictEdbInfoId resultDataList, err = CalculateByRuleBy9(to, calculateRule) if err != nil { return } lenTrendsCalculateMapping := len(calculateRule.TrendsCalculateMappingList) if lenTrendsCalculateMapping > 0 { for _, vv := range calculateRule.TrendsCalculateMappingList { vv.EdbInfoId = item.EdbInfoId vv.ConfigId = v.ConfigId } err = to.CreateInBatches(calculateRule.TrendsCalculateMappingList, 500).Error if err != nil { return } } case 14: //14:根据 一元线性拟合 规则获取预测数据 calculateRule := calculateRuleMap[k] calculateRule.ConfigId = v.ConfigId calculateRule.EdbInfoId = v.PredictEdbInfoId err, errMsg = CalculateByRuleByRuleLineNh(to, *item, predictEdbConfAndDataList, *v) if err != nil { return } lenTrendsCalculateMapping := len(calculateRule.TrendsCalculateMappingList) if lenTrendsCalculateMapping > 0 { for _, vv := range calculateRule.TrendsCalculateMappingList { vv.EdbInfoId = item.EdbInfoId vv.ConfigId = v.ConfigId } err = to.CreateInBatches(calculateRule.TrendsCalculateMappingList, 500).Error if err != nil { return } } } tmpPredictEdbConfAndData := &PredictEdbConfAndData{ ConfigId: 0, PredictEdbInfoId: 0, SourceEdbInfoId: v.SourceEdbInfoId, RuleType: v.RuleType, FixedValue: v.FixedValue, Value: v.Value, EndDate: v.EndDate, ModifyTime: v.ModifyTime, CreateTime: v.CreateTime, DataList: resultDataList, } predictEdbConfAndDataList = append(predictEdbConfAndDataList, tmpPredictEdbConfAndData) } obj := new(PredictStandardBase) latestDateStr, latestValue, err, errMsg = obj.refresh(to, item, predictEdbConfAndDataList, item.EdbCode, "") return } func EditPredictEdb(edbInfo *EdbInfo, updateEdbInfoCol []string, calculateMappingList []*EdbInfoCalculateMapping, predictEdbConfList []*PredictEdbConf, calculateRuleMap map[int]CalculateRule) (err error, errMsg string) { var latestDateStr string var latestValue float64 to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() go UnifiedModifyPredictEdbInfoMaxAndMinInfo(edbInfo, latestDateStr, latestValue) } }() err = to.Model(edbInfo).Select(updateEdbInfoCol).Updates(edbInfo).Error if err != nil { 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 predict_edb_conf WHERE predict_edb_info_id = ?` err = to.Exec(sql, edbInfo.EdbInfoId).Error if err != nil { return } sql = ` DELETE FROM predict_edb_conf_calculate_mapping WHERE edb_info_id = ?` err = to.Exec(sql, edbInfo.EdbInfoId).Error if err != nil { return } sql = ` DELETE FROM predict_edb_rule_data WHERE edb_info_id = ?` err = to.Exec(sql, edbInfo.EdbInfoId).Error if err != nil { return } lenCalculateMapping := len(calculateMappingList) if lenCalculateMapping > 0 { for _, calculateMappingItem := range calculateMappingList { calculateMappingItem.EdbInfoId = edbInfo.EdbInfoId calculateMappingItem.EdbCode = edbInfo.EdbCode } err = to.CreateInBatches(calculateMappingList, 500).Error if err != nil { return } } calculateRuleIndex := 0 // 预测计算规则下标 predictEdbConfAndDataList := make([]*PredictEdbConfAndData, 0) for confIndex, v := range predictEdbConfList { tmpErr := to.Create(v).Error if tmpErr != nil { err = tmpErr return } resultDataList := make([]*EdbInfoSearchData, 0) switch v.RuleType { case 9: //动态环差规则 calculateRule := calculateRuleMap[confIndex] calculateRule.ConfigId = v.ConfigId calculateRule.EdbInfoId = v.PredictEdbInfoId resultDataList, err = CalculateByRuleBy9(to, calculateRule) if err != nil { return } lenTrendsCalculateMapping := len(calculateRule.TrendsCalculateMappingList) if lenTrendsCalculateMapping > 0 { for _, vv := range calculateRule.TrendsCalculateMappingList { vv.EdbInfoId = edbInfo.EdbInfoId vv.ConfigId = v.ConfigId } err = to.CreateInBatches(calculateRule.TrendsCalculateMappingList, 500).Error if err != nil { return } } case 14: //14:根据 一元线性拟合 规则获取预测数据 calculateRule := calculateRuleMap[confIndex] calculateRule.ConfigId = v.ConfigId calculateRule.EdbInfoId = v.PredictEdbInfoId err, errMsg = CalculateByRuleByRuleLineNh(to, *edbInfo, predictEdbConfAndDataList, *v) if err != nil { return } lenTrendsCalculateMapping := len(calculateRule.TrendsCalculateMappingList) if lenTrendsCalculateMapping > 0 { for _, vv := range calculateRule.TrendsCalculateMappingList { vv.EdbInfoId = edbInfo.EdbInfoId vv.ConfigId = v.ConfigId } err = to.CreateInBatches(calculateRule.TrendsCalculateMappingList, 500).Error if err != nil { return } } } calculateRuleIndex++ tmpPredictEdbConfAndData := &PredictEdbConfAndData{ ConfigId: 0, PredictEdbInfoId: 0, SourceEdbInfoId: v.SourceEdbInfoId, RuleType: v.RuleType, FixedValue: v.FixedValue, Value: v.Value, EndDate: v.EndDate, ModifyTime: v.ModifyTime, CreateTime: v.CreateTime, DataList: resultDataList, } predictEdbConfAndDataList = append(predictEdbConfAndDataList, tmpPredictEdbConfAndData) } obj := new(PredictStandardBase) latestDateStr, latestValue, err, errMsg = obj.refresh(to, edbInfo, predictEdbConfAndDataList, edbInfo.EdbCode, "") return } func (obj PredictStandardBase) Add(params BatchSaveCalculateBatchParams) (edbInfo *EdbInfo, latestDateStr string, latestValue float64, err error, errMsg string) { err = errors.New("暂不支持该方法") return } func (obj PredictStandardBase) Edit(params BatchSaveCalculateBatchParams) (latestDateStr string, latestValue float64, err error, errMsg string) { err = errors.New("暂不支持该方法") return } func (obj PredictStandardBase) Refresh(params RefreshParams) (latestDateStr string, latestValue float64, err error, errMsg string) { edbInfo := params.EdbInfo if edbInfo == nil { errMsg = `错误的指标` err = errors.New(errMsg) return } predictEdbConfList, err := GetPredictEdbConfAndDataListById(edbInfo.EdbInfoId) if err != nil && err.Error() != utils.ErrNoRow() { errMsg = "获取预测指标配置信息失败" return } if len(predictEdbConfList) == 0 { errMsg = "获取预测指标配置信息失败" err = errors.New(errMsg) return } to := global.DEFAULT_DmSQL.Begin() defer func() { if err != nil { to.Rollback() } else { to.Commit() } }() for k, v := range predictEdbConfList { tmpDataList, tmpErr := GetPredictEdbRuleDataByTo(to, v.ConfigId) if tmpErr != nil { err = tmpErr return } edbInfoSearchDataList := make([]*EdbInfoSearchData, 0) for _, tmpData := range tmpDataList { tmpValueDec, tmpErr := decimal.NewFromString(tmpData.Value) if tmpErr != nil { err = tmpErr return } tmpVal, _ := tmpValueDec.Float64() edbInfoSearchDataList = append(edbInfoSearchDataList, &EdbInfoSearchData{ DataTime: tmpData.DataTime, Value: tmpVal, }) } predictEdbConfList[k].DataList = edbInfoSearchDataList } latestDateStr, latestValue, err, errMsg = obj.refresh(to, edbInfo, predictEdbConfList, edbInfo.EdbCode, "") return } func (obj PredictStandardBase) GetSource() int { return utils.DATA_SOURCE_PREDICT } func (obj PredictStandardBase) GetSourceName() string { return utils.DATA_SOURCE_NAME_PREDICT } func (obj PredictStandardBase) refresh(to *gorm.DB, edbInfo *EdbInfo, predictEdbConfAndDataList []*PredictEdbConfAndData, edbCode, startDate string) (latestDateStr string, latestValue float64, err error, errMsg string) { fmt.Println(predictEdbConfAndDataList) by, _ := json.Marshal(predictEdbConfAndDataList) utils.FileLog.Info(string(by)) edbInfoId := edbInfo.EdbInfoId dataTableName := GetEdbDataTableName(edbInfo.Source, edbInfo.SubSource) edbInfoIdStr := strconv.Itoa(edbInfoId) fromDataList, fromEdbInfo, err, errMsg := obj.GetCalculateDataList(edbInfo, predictEdbConfAndDataList, 1, startDate) if err != nil { return } latestDateStr = fromEdbInfo.LatestDate 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) existValDec, tmpErr := decimal.NewFromString(existVal) if tmpErr != nil { err = tmpErr return } existVal = existValDec.Round(4).String() 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 } } { finalLast, tmpErr := GetFinalLastByTo(to, edbInfoId, edbInfo.Source, edbInfo.SubSource, fromEdbInfo.LatestDate) if tmpErr != nil && tmpErr.Error() != utils.ErrNoRow() { return } if tmpErr == nil { latestDateStr = finalLast.DataTime latestValue = finalLast.Value } } return } func (obj PredictStandardBase) GetCalculateDataList(edbInfo *EdbInfo, predictEdbConfList []*PredictEdbConfAndData, order int, startDate string) (dataList []*EdbInfoSearchData, sourceEdbInfoItem *EdbInfo, err error, errMsg string) { if len(predictEdbConfList) == 0 { errMsg = "获取预测指标配置信息失败" err = errors.New(errMsg) return } predictEdbConf := predictEdbConfList[0] sourceEdbInfoItem, err = GetEdbInfoById(predictEdbConf.SourceEdbInfoId) if err != nil { if err.Error() == utils.ErrNoRow() { errMsg = "找不到来源指标信息" err = errors.New(errMsg) } return } dataList, err, errMsg = GetPredictDataListByPredictEdbConfList(edbInfo, sourceEdbInfoItem, predictEdbConfList, order, startDate) return } func RefreshPredictStandardBaseByGeneralEdbInfoId(sourceEdbInfoId int) { errList := make([]string, 0) defer func() { if len(errList) > 0 { fmt.Println(errList) utils.FileLog.Info("RefreshPredictStandardBaseByGeneralEdbInfoId更新失败,来源ID: ErrMsg:" + strings.Join(errList, "\n")) } }() var list []*PredictEdbConf sql := ` SELECT * FROM predict_edb_conf WHERE source_edb_info_id=? ` err := global.DEFAULT_DmSQL.Raw(sql, sourceEdbInfoId).Scan(&list).Error if err != nil { errList = append(errList, fmt.Sprintf("根据来源换指标id获取配置项失败,来源指标ID:%d;err:%s", sourceEdbInfoId, err.Error())) return } total := len(list) if total > 0 { idList := make([]int, 0) for _, v := range list { idList = append(idList, v.PredictEdbInfoId) edbInfo, tmpErr := GetEdbInfoById(v.PredictEdbInfoId) if tmpErr != nil { errList = append(errList, fmt.Sprintf("获取预测指标配置信息失败,预测指标配置ID:%d;err:%s", v.PredictEdbInfoId, tmpErr.Error())) continue } refreshParams := RefreshParams{ EdbInfo: edbInfo, } obj := new(PredictStandardBase) latestDateStr, latestValue, tmpErr, errMsg := obj.Refresh(refreshParams) if tmpErr != nil { errList = append(errList, fmt.Sprintf("更新失败,预测指标配置ID:%d;err:%s;errMsg:%s", v.PredictEdbInfoId, tmpErr.Error(), errMsg)) continue } tmpErr, errMsg = UnifiedModifyPredictEdbInfoMaxAndMinInfo(edbInfo, latestDateStr, latestValue) if tmpErr != nil { errList = append(errList, fmt.Sprintf("更新指标最大最小值失败,预测指标配置ID:%d;err:%s;errMsg:%s", v.PredictEdbInfoId, tmpErr.Error(), errMsg)) continue } } } return }