eta_task/services/edb_relation.go

package services

import (
	"encoding/json"
	"eta/eta_task/models/data_manage"
	"eta/eta_task/models/data_manage/cross_variety"
	"eta/eta_task/models/fe_calendar"
	"eta/eta_task/models/sandbox"
	"eta/eta_task/services/alarm_msg"
	"eta/eta_task/utils"
	"fmt"
	"time"
)

func InitEdbRelation() {
	//InitChartEdbRelation()
	//InitChartCrossVariety()
	//initCalendarIndicatorRelation()
	initSandBoxEdbRelation()
}
func InitChartEdbRelation() {
	fmt.Println("开始处理图表中的指标引用")
	var err error
	var addNum int
	defer func() {
		if err != nil {
			msg := fmt.Sprintf("初始化指标在图表中的引用失败 InitChartEdbRelation  err: %v", err)
			utils.FileLog.Info(msg)
			fmt.Println(msg)
			go alarm_msg.SendAlarmMsg(msg, 3)
		}
	}()
	//查询chart_edb_mapping 表
	total, err := data_manage.GetChartEdbMappingTotal()
	if err != nil {
		err = fmt.Errorf("查询图表关联指标失败 err: %v", err)
		return
	}
	if total == 0 {
		return
	}
	//分页查询，每次处理500条记录
	pageSize := 500
	totalPage := (total + pageSize - 1) / pageSize // 使用整数除法，并添加一页以防有余数
	addList := make([]*data_manage.EdbInfoRelation, 0)
	//查询图表列表
	for i := 0; i < totalPage; i += 1 {
		startSize := i * pageSize
		list, e := data_manage.GetChartEdbMappingList(startSize, pageSize)
		if e != nil {
			err = fmt.Errorf("查询图表关联指标列表失败 Err:%s", e)
			return
		}
		if len(list) == 0 {
			break
		}

		edbInfoIds := make([]int, 0)
		for _, v := range list {
			edbInfoIds = append(edbInfoIds, v.EdbInfoId)
		}
		// 查询指标信息表
		edbInfoList, e := data_manage.GetEdbInfoByIdList(edbInfoIds)
		if e != nil {
			err = fmt.Errorf("查询指标信息列表失败 Err:%s", e)
			return
		}
		if len(edbInfoList) == 0 {
			continue
		}
		// 查询计算指标信息，并且建立关联关系
		// 查询间接引用的指标信息
		calculateEdbListMap, calculateEdbMappingListMap, calculateEdbMappingIdsMap, e := GetEdbListByEdbInfoId(edbInfoList)
		if e != nil {
			err = fmt.Errorf("查询计算指标信息失败，%s", e.Error())
			return
		}
		// 查询指标间接引用
		edbInfoMap := make(map[int]*data_manage.EdbInfo)
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
		}

		// 筛选有用的图表
		finalList := make([]*data_manage.ChartEdbMapping, 0)
		chartIds := make([]int, 0)
		for _, v := range list {
			if _, ok2 := edbInfoMap[v.EdbInfoId]; !ok2 {
				continue
			}
			finalList = append(finalList, v)
			chartIds = append(chartIds, v.ChartInfoId)
		}
		if len(chartIds) == 0 {
			continue
		}
		// 查询图表信息
		chartInfoList, e := data_manage.GetChartInfoByChartInfoIds(chartIds)
		if e != nil {
			err = fmt.Errorf("查询图表信息列表失败 Err:%s", e)
			return
		}
		chartInfoMap := make(map[int]*data_manage.ChartInfo)
		for _, v := range chartInfoList {
			chartInfoMap[v.ChartInfoId] = v
		}

		//查询引用关系列表，
		chartEdbRelationList, e := data_manage.GetEdbInfoRelationByReferObjectIds(chartIds, utils.EDB_RELATION_CHART)
		if e != nil {
			err = fmt.Errorf("查询图表引用关系列表失败 Err:%s", e)
			return
		}
		existRelationMap := make(map[string]struct{})
		for _, v := range chartEdbRelationList {
			name := fmt.Sprintf("%d-%d", v.ReferObjectId, v.EdbInfoId)
			existRelationMap[name] = struct{}{}
		}
		for _, v := range finalList {
			nowTime := time.Now()
			name := fmt.Sprintf("%d-%d", v.ChartInfoId, v.EdbInfoId)
			if _, ok := existRelationMap[name]; !ok {
				//查询图表信息
				chartInfo, ok1 := chartInfoMap[v.ChartInfoId]
				if !ok1 {
					continue
				}
				edbInfo, ok2 := edbInfoMap[v.EdbInfoId]
				if !ok2 {
					continue
				}
				//todo 引用时间
				tmp := &data_manage.EdbInfoRelation{
					ReferObjectId:      v.ChartInfoId,
					ReferObjectType:    utils.EDB_RELATION_CHART,
					ReferObjectSubType: chartInfo.Source,
					EdbInfoId:          v.EdbInfoId,
					EdbName:            edbInfo.EdbName,
					Source:             edbInfo.Source,
					EdbCode:            edbInfo.EdbCode,
					CreateTime:         nowTime,
					ModifyTime:         nowTime,
					RelationTime:       v.CreateTime,
				}
				addList = append(addList, tmp)
				existRelationMap[name] = struct{}{}
				// 添加间接引用记录
				if edbInfo.EdbType == 2 {
					childEdbMappingIds, ok1 := calculateEdbMappingIdsMap[edbInfo.EdbInfoId]
					if !ok1 {
						continue
					}
					for _, childEdbMappingId := range childEdbMappingIds {
						childEdbMapping, ok2 := calculateEdbMappingListMap[childEdbMappingId]
						if !ok2 {
							continue
						}
						childEdb, ok2 := calculateEdbListMap[childEdbMapping.FromEdbInfoId]
						if !ok2 {
							continue
						}
						tmp1 := &data_manage.EdbInfoRelation{
							ReferObjectId:      v.ChartInfoId,
							ReferObjectType:    utils.EDB_RELATION_CHART,
							ReferObjectSubType: chartInfo.Source,
							EdbInfoId:          childEdb.EdbInfoId,
							EdbName:            childEdb.EdbName,
							Source:             childEdb.Source,
							EdbCode:            childEdb.EdbCode,
							CreateTime:         nowTime,
							ModifyTime:         nowTime,
							RelationTime:       v.CreateTime,
							RelationType:       1,
							RootEdbInfoId:      edbInfo.EdbInfoId,
							ChildEdbInfoId:     childEdbMapping.EdbInfoId,
						}
						addList = append(addList, tmp1)
						// todo 防止重复
					}
				}

				if len(addList) > pageSize {
					err = data_manage.AddEdbInfoRelationMulti(addList)
					if err != nil {
						err = fmt.Errorf("新增引用记录失败 Err:%s", err)
						return
					}
					addNum += len(addList)
					addList = make([]*data_manage.EdbInfoRelation, 0)
				}
			}
		}
	}
	//拿到500个数据ID，判断相关的引用记录，如果已存在则直接过滤，不存在则新增
	if len(addList) > 0 {
		err = data_manage.AddEdbInfoRelationMulti(addList)
		if err != nil {
			err = fmt.Errorf("新增引用记录失败 Err:%s", err)
			return
		}
		addNum += len(addList)
	}
	fmt.Printf("图表指标引用记录处理完成, 新增%d条记录\n", addNum)
	return
}

// InitChartCrossVariety 处理特殊图表，跨品种分析图表
func InitChartCrossVariety() {
	fmt.Println("开始跨品种分析图表中的指标引用")
	var addNum int
	var err error
	defer func() {
		if err != nil {
			msg := fmt.Sprintf("初始化指标在跨品种分析图表中的引用失败 InitChartCrossVariety  err: %v", err)
			utils.FileLog.Info(msg)
			fmt.Println(msg)
			go alarm_msg.SendAlarmMsg(msg, 3)
		}
	}()
	total, err := cross_variety.GetChartInfoCrossVarietyTotal()
	if err != nil {
		err = fmt.Errorf("查询图表关联指标失败 err: %v", err)
		return
	}
	if total == 0 {
		return
	}
	//分页查询，每次处理500条记录
	pageSize := 500
	totalPage := (total + pageSize - 1) / pageSize // 使用整数除法，并添加一页以防有余数
	addList := make([]*data_manage.EdbInfoRelation, 0)
	//查询图表列表
	for i := 0; i < totalPage; i += 1 {
		startSize := i * pageSize
		list, e := cross_variety.GetChartInfoCrossVarietyList(startSize, pageSize)
		if e != nil {
			err = fmt.Errorf("查询图表关联指标列表失败 Err:%s", e)
			return
		}
		if len(list) == 0 {
			break
		}
		chartIds := make([]int, 0)
		tagIds := make([]int, 0)
		tagIdsMap := make(map[int]struct{})
		tagChartMap := make(map[int][]*cross_variety.ChartInfoCrossVariety)
		for _, v := range list {
			if _, ok := tagIdsMap[v.ChartXTagId]; !ok {
				tagIds = append(tagIds, v.ChartXTagId)
				tagIdsMap[v.ChartXTagId] = struct{}{}
			}
			if _, ok := tagIdsMap[v.ChartYTagId]; !ok {
				tagIds = append(tagIds, v.ChartYTagId)
				tagIdsMap[v.ChartYTagId] = struct{}{}
			}
			if chartCross, ok := tagChartMap[v.ChartXTagId]; ok {
				chartCross = append(chartCross, v)
				tagChartMap[v.ChartXTagId] = chartCross
			} else {
				chartCross = make([]*cross_variety.ChartInfoCrossVariety, 0)
				chartCross = append(chartCross, v)
				tagChartMap[v.ChartXTagId] = chartCross
			}
			if chartCross, ok := tagChartMap[v.ChartYTagId]; ok {
				chartCross = append(chartCross, v)
				tagChartMap[v.ChartYTagId] = chartCross
			} else {
				chartCross = make([]*cross_variety.ChartInfoCrossVariety, 0)
				chartCross = append(chartCross, v)
				tagChartMap[v.ChartYTagId] = chartCross
			}
		}
		chartTagVarietyList, e := cross_variety.GetChartTagVarietyEdbInfoIdsByTagIds(tagIds)
		if e != nil {
			err = fmt.Errorf("查询指标信息列表失败 Err:%s", e)
			return
		}
		edbInfoIds := make([]int, 0)
		chartTagVarietyMap := make(map[int][]*cross_variety.ChartTagVariety)
		for _, v := range chartTagVarietyList {
			if tagList, ok := chartTagVarietyMap[v.EdbInfoId]; ok {
				tagList = append(tagList, v)
				chartTagVarietyMap[v.EdbInfoId] = tagList
			} else {
				tagList = make([]*cross_variety.ChartTagVariety, 0)
				tagList = append(tagList, v)
				chartTagVarietyMap[v.EdbInfoId] = tagList
			}

			edbInfoIds = append(edbInfoIds, v.EdbInfoId)
		}

		// 查询指标信息表
		edbInfoList, e := data_manage.GetEdbInfoByIdList(edbInfoIds)
		if e != nil {
			err = fmt.Errorf("查询指标信息列表失败 Err:%s", e)
			return
		}
		if len(edbInfoList) == 0 {
			continue
		}
		// 查询计算指标信息，并且建立关联关系
		// 查询间接引用的指标信息
		calculateEdbListMap, calculateEdbMappingListMap, calculateEdbMappingIdsMap, e := GetEdbListByEdbInfoId(edbInfoList)
		if e != nil {
			err = fmt.Errorf("查询计算指标信息失败，%s", e.Error())
			return
		}
		edbInfoMap := make(map[int]*data_manage.EdbInfo)
		chartInfoCrossMap := make(map[int]struct{})
		chartInfoCrossList := make([]*cross_variety.ChartInfoCrossVariety, 0)
		edbCrossMap := make(map[int][]*cross_variety.ChartInfoCrossVariety)
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
			if tagList, ok := chartTagVarietyMap[v.EdbInfoId]; ok {
				for _, tag := range tagList {
					if chartCross, ok2 := tagChartMap[tag.ChartTagId]; ok2 {
						for _, crossItem := range chartCross {
							if _, ok3 := chartInfoCrossMap[crossItem.ChartInfoId]; !ok3 {
								chartInfoCrossMap[crossItem.ChartInfoId] = struct{}{}
								chartInfoCrossList = append(chartInfoCrossList, crossItem)
								chartIds = append(chartIds, crossItem.ChartInfoId)
							}
						}
					}
				}
			}
			edbCrossMap[v.EdbInfoId] = chartInfoCrossList
			chartInfoCrossMap = make(map[int]struct{})
			chartInfoCrossList = make([]*cross_variety.ChartInfoCrossVariety, 0)
		}

		/*// 查询图表信息
		chartInfoList, e := data_manage.GetChartInfoByChartInfoIds(chartIds)
		if e != nil {
			err = fmt.Errorf("查询图表信息列表失败 Err:%s", e)
			return
		}
		chartInfoMap := make(map[int]*data_manage.ChartInfo)
		for _, v := range chartInfoList {
			chartInfoMap[v.ChartInfoId] = v
		}
		*/
		//查询引用关系列表，
		chartEdbRelationList, e := data_manage.GetEdbInfoRelationByReferObjectIds(chartIds, utils.EDB_RELATION_CHART)
		if e != nil {
			err = fmt.Errorf("查询图表引用关系列表失败 Err:%s", e)
			return
		}
		existRelationMap := make(map[string]struct{})
		for _, v := range chartEdbRelationList {
			name := fmt.Sprintf("%d-%d", v.ReferObjectId, v.EdbInfoId)
			existRelationMap[name] = struct{}{}
		}
		for edbInfoId, chartCrossList := range edbCrossMap {
			nowTime := time.Now()
			for _, item := range chartCrossList {
				name := fmt.Sprintf("%d-%d", item.ChartInfoId, edbInfoId)
				if _, ok1 := existRelationMap[name]; !ok1 {
					edbInfo, ok2 := edbInfoMap[edbInfoId]
					if !ok2 {
						continue
					}
					//todo 引用时间
					tmp := &data_manage.EdbInfoRelation{
						ReferObjectId:      item.ChartInfoId,
						ReferObjectType:    utils.EDB_RELATION_CHART,
						ReferObjectSubType: utils.CHART_SOURCE_CROSS_HEDGING,
						EdbInfoId:          edbInfoId,
						EdbName:            edbInfo.EdbName,
						Source:             edbInfo.Source,
						EdbCode:            edbInfo.EdbCode,
						CreateTime:         nowTime,
						ModifyTime:         nowTime,
						RelationTime:       item.CreateTime,
					}
					addList = append(addList, tmp)
					existRelationMap[name] = struct{}{}
					// 添加间接引用记录
					if edbInfo.EdbType == 2 {
						childEdbMappingIds, ok1 := calculateEdbMappingIdsMap[edbInfo.EdbInfoId]
						if !ok1 {
							continue
						}
						for _, childEdbMappingId := range childEdbMappingIds {
							childEdbMapping, ok2 := calculateEdbMappingListMap[childEdbMappingId]
							if !ok2 {
								continue
							}
							childEdb, ok2 := calculateEdbListMap[childEdbMapping.FromEdbInfoId]
							if !ok2 {
								continue
							}
							tmp1 := &data_manage.EdbInfoRelation{
								ReferObjectId:      item.ChartInfoId,
								ReferObjectType:    utils.EDB_RELATION_CHART,
								ReferObjectSubType: utils.CHART_SOURCE_CROSS_HEDGING,
								EdbInfoId:          childEdb.EdbInfoId,
								EdbName:            childEdb.EdbName,
								Source:             childEdb.Source,
								EdbCode:            childEdb.EdbCode,
								CreateTime:         nowTime,
								ModifyTime:         nowTime,
								RelationTime:       item.CreateTime,
								RelationType:       1,
								RootEdbInfoId:      edbInfo.EdbInfoId,
								ChildEdbInfoId:     childEdbMapping.EdbInfoId,
							}
							addList = append(addList, tmp1)
							// todo 防止重复
						}
					}
					if len(addList) > pageSize {
						err = data_manage.AddEdbInfoRelationMulti(addList)
						if err != nil {
							err = fmt.Errorf("新增引用记录失败 Err:%s", err)
							return
						}
						addNum += len(addList)
						addList = make([]*data_manage.EdbInfoRelation, 0)
					}
				}
			}
		}
	}
	//拿到500个数据ID，判断相关的引用记录，如果已存在则直接过滤，不存在则新增
	if len(addList) > 0 {
		err = data_manage.AddEdbInfoRelationMulti(addList)
		if err != nil {
			err = fmt.Errorf("新增引用记录失败 Err:%s", err)
			return
		}
		addNum += len(addList)
	}
	fmt.Printf("跨品种分析图表指标引用记录处理完成, 新增%d条记录\n", addNum)
	return
}

// 初始化事件日历中的指标引用
func initCalendarIndicatorRelation() {
	fmt.Println("开始处理事件日历中的指标引用")
	var addNum int
	var err error
	defer func() {
		if err != nil {
			msg := fmt.Sprintf("初始化指标在事件日历中的引用失败 initCalendarIndicatorRelation  err: %v", err)
			utils.FileLog.Info(msg)
			fmt.Println(msg)
			go alarm_msg.SendAlarmMsg(msg, 3)
		}
	}()
	//查询chart_edb_mapping 表
	obj := new(fe_calendar.FeCalendarMatter)
	condition := " AND edb_info_id > 0"
	total, err := obj.GetCountByCondition(condition, []interface{}{})
	if err != nil {
		err = fmt.Errorf("查询事件日历关联指标失败 err: %v", err)
		return
	}
	if total == 0 {
		return
	}
	//分页查询，每次处理500条记录
	pageSize := 500
	totalPage := (total + pageSize - 1) / pageSize // 使用整数除法，并添加一页以防有余数
	addList := make([]*data_manage.EdbInfoRelation, 0)
	//查询图表列表
	for i := 0; i < totalPage; i += 1 {
		startSize := i * pageSize
		list, e := obj.GetPageItemsByCondition(condition, []interface{}{}, []string{}, "", startSize, pageSize)
		if e != nil {
			err = fmt.Errorf("查询事件日历关联指标列表失败 Err:%s", e)
			return
		}
		if len(list) == 0 {
			break
		}

		edbInfoIds := make([]int, 0)
		edbInfoMatterMap := make(map[int][]*fe_calendar.FeCalendarMatter)
		for _, v := range list {
			edbInfoIds = append(edbInfoIds, v.EdbInfoId)
			items, ok := edbInfoMatterMap[v.EdbInfoId]
			if ok {
				items = append(items, v)
				edbInfoMatterMap[v.EdbInfoId] = items
			} else {
				items = make([]*fe_calendar.FeCalendarMatter, 0)
				items = append(items, v)
				edbInfoMatterMap[v.EdbInfoId] = items
			}
		}
		// 查询指标信息表
		edbInfoList, e := data_manage.GetEdbInfoByIdList(edbInfoIds)
		if e != nil {
			err = fmt.Errorf("查询指标信息列表失败 Err:%s", e)
			return
		}
		if len(edbInfoList) == 0 {
			continue
		}

		// 查询计算指标信息，并且建立关联关系
		// 查询间接引用的指标信息
		calculateEdbListMap, calculateEdbMappingListMap, calculateEdbMappingIdsMap, e := GetEdbListByEdbInfoId(edbInfoList)
		if e != nil {
			err = fmt.Errorf("查询计算指标信息失败，%s", e.Error())
			return
		}
		edbInfoMap := make(map[int]*data_manage.EdbInfo)
		matterIds := make([]int, 0)
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
			items, ok := edbInfoMatterMap[v.EdbInfoId]
			if ok {
				for _, item := range items {
					matterIds = append(matterIds, item.FeCalendarMatterId)
				}
			}
		}

		//查询引用关系列表，
		chartEdbRelationList, e := data_manage.GetEdbInfoRelationByReferObjectIds(matterIds, utils.EDB_RELATION_CALENDAR)
		if e != nil {
			err = fmt.Errorf("查询图表引用关系列表失败 Err:%s", e)
			return
		}
		existRelationMap := make(map[string]struct{})
		for _, v := range chartEdbRelationList {
			name := fmt.Sprintf("%d-%d", v.ReferObjectId, v.EdbInfoId)
			existRelationMap[name] = struct{}{}
		}
		for edbInfoId, edbInfo := range edbInfoMap {
			nowTime := time.Now()
			items, ok := edbInfoMatterMap[edbInfoId]
			if ok {
				for _, v := range items {
					name := fmt.Sprintf("%d-%d", v.FeCalendarMatterId, v.EdbInfoId)
					if _, ok1 := existRelationMap[name]; !ok1 {
						//todo 引用时间
						tmp := &data_manage.EdbInfoRelation{
							ReferObjectId:   v.FeCalendarMatterId,
							ReferObjectType: utils.EDB_RELATION_CALENDAR,
							EdbInfoId:       v.EdbInfoId,
							EdbName:         edbInfo.EdbName,
							Source:          edbInfo.Source,
							EdbCode:         edbInfo.EdbCode,
							CreateTime:      nowTime,
							ModifyTime:      nowTime,
							RelationTime:    v.CreateTime,
						}
						addList = append(addList, tmp)
						existRelationMap[name] = struct{}{}
						// 添加间接引用记录
						if edbInfo.EdbType == 2 {
							childEdbMappingIds, ok1 := calculateEdbMappingIdsMap[edbInfo.EdbInfoId]
							if !ok1 {
								continue
							}
							for _, childEdbMappingId := range childEdbMappingIds {
								childEdbMapping, ok2 := calculateEdbMappingListMap[childEdbMappingId]
								if !ok2 {
									continue
								}
								childEdb, ok2 := calculateEdbListMap[childEdbMapping.FromEdbInfoId]
								if !ok2 {
									continue
								}
								tmp1 := &data_manage.EdbInfoRelation{
									ReferObjectId:   v.FeCalendarMatterId,
									ReferObjectType: utils.EDB_RELATION_CALENDAR,
									EdbInfoId:       childEdb.EdbInfoId,
									EdbName:         childEdb.EdbName,
									Source:          childEdb.Source,
									EdbCode:         childEdb.EdbCode,
									CreateTime:      nowTime,
									ModifyTime:      nowTime,
									RelationTime:    v.CreateTime,
									RelationType:    1,
									RootEdbInfoId:   edbInfo.EdbInfoId,
									ChildEdbInfoId:  childEdbMapping.EdbInfoId,
								}
								addList = append(addList, tmp1)
								// todo 防止重复
							}
						}
						if len(addList) > pageSize {
							err = data_manage.AddEdbInfoRelationMulti(addList)
							if err != nil {
								err = fmt.Errorf("新增引用记录失败 Err:%s", err)
								return
							}
							addNum += len(addList)
							addList = make([]*data_manage.EdbInfoRelation, 0)
						}
					}
				}
			}

		}
	}
	//拿到500个数据ID，判断相关的引用记录，如果已存在则直接过滤，不存在则新增
	if len(addList) > 0 {
		err = data_manage.AddEdbInfoRelationMulti(addList)
		if err != nil {
			err = fmt.Errorf("新增引用记录失败 Err:%s", err)
			return
		}
		addNum += len(addList)
	}
	fmt.Printf("事件日历指标引用记录处理完成, 新增%d条记录\n", addNum)
	return
}

// 处理逻辑图中的指标引用
func initSandBoxEdbRelation() {
	fmt.Println("开始处理逻辑图中的指标引用")
	var err error
	var addNum int
	defer func() {
		if err != nil {
			msg := fmt.Sprintf("初始化指标在逻辑图中的引用失败 initSandBoxEdbRelation  err: %v", err)
			utils.FileLog.Info(msg)
			fmt.Println(msg)
			go alarm_msg.SendAlarmMsg(msg, 3)
		}
	}()
	condition := " AND is_delete = 0"
	total, err := sandbox.GetSandboxListCountByCondition(condition, []interface{}{})
	if err != nil {
		err = fmt.Errorf("查询逻辑图总数失败 err: %v", err)
		return
	}
	if total == 0 {
		return
	}
	//分页查询，每次处理500条记录
	pageSize := 100
	totalPage := (total + pageSize - 1) / pageSize // 使用整数除法，并添加一页以防有余数
	addList := make([]*data_manage.EdbInfoRelation, 0)
	//查询图表列表
	for i := 0; i < totalPage; i += 1 {
		startSize := i * pageSize
		list, e := sandbox.GetSandboxListByCondition(condition, []interface{}{}, startSize, pageSize)
		if e != nil {
			err = fmt.Errorf("查询逻辑图列表失败 Err:%s", e)
			return
		}
		if len(list) == 0 {
			break
		}

		edbInfoIds := make([]int, 0)
		edbSandboxMap := make(map[int][]*sandbox.Sandbox)
		for _, v := range list {
			if v.Content == "" {
				continue
			}
			edbInfoIdsTmp, e := getSandBoxEdbIdsByContent(v.Content)
			if e != nil {
				continue
				//err = fmt.Errorf("查询逻辑图关联的指标Id失败 Err:%s", e)
				//return
			}
			for _, edbId := range edbInfoIdsTmp {
				edbInfoIds = append(edbInfoIds, edbId)
				edbSandboxMap[edbId] = append(edbSandboxMap[edbId], v)
			}
		}
		if len(edbInfoIds) <= 0 {
			continue
		}
		// 查询指标信息表
		edbInfoList, e := data_manage.GetEdbInfoByIdList(edbInfoIds)
		if e != nil {
			err = fmt.Errorf("查询指标信息列表失败 Err:%s", e)
			return
		}
		if len(edbInfoList) == 0 {
			continue
		}
		// 查询计算指标信息，并且建立关联关系
		// 查询间接引用的指标信息
		calculateEdbListMap, calculateEdbMappingListMap, calculateEdbMappingIdsMap, e := GetEdbListByEdbInfoId(edbInfoList)
		if e != nil {
			err = fmt.Errorf("查询计算指标信息失败，%s", e.Error())
			return
		}
		edbInfoMap := make(map[int]*data_manage.EdbInfo)
		sandboxIds := make([]int, 0)
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
			if items, ok := edbSandboxMap[v.EdbInfoId]; ok {
				for _, item := range items {
					sandboxIds = append(sandboxIds, item.SandboxId)
				}
			}
		}

		//查询引用关系列表，
		chartEdbRelationList, e := data_manage.GetEdbInfoRelationByReferObjectIds(sandboxIds, utils.EDB_RELATION_SANDBOX)
		if e != nil {
			err = fmt.Errorf("查询逻辑图引用关系列表失败 Err:%s", e)
			return
		}
		existRelationMap := make(map[string]struct{})
		for _, v := range chartEdbRelationList {
			name := fmt.Sprintf("%d-%d", v.ReferObjectId, v.EdbInfoId)
			existRelationMap[name] = struct{}{}
		}
		for edbInfoId, sandboxList := range edbSandboxMap {
			nowTime := time.Now()
			for _, v := range sandboxList {
				name := fmt.Sprintf("%d-%d", v.SandboxId, edbInfoId)
				if _, ok := existRelationMap[name]; !ok {
					edbInfo, ok2 := edbInfoMap[edbInfoId]
					if !ok2 {
						continue
					}
					//todo 引用时间
					tmp := &data_manage.EdbInfoRelation{
						ReferObjectId:   v.SandboxId,
						ReferObjectType: utils.EDB_RELATION_SANDBOX,
						EdbInfoId:       edbInfoId,
						EdbName:         edbInfo.EdbName,
						Source:          edbInfo.Source,
						EdbCode:         edbInfo.EdbCode,
						CreateTime:      nowTime,
						ModifyTime:      nowTime,
						RelationTime:    v.CreateTime,
					}
					addList = append(addList, tmp)
					existRelationMap[name] = struct{}{}
					// 添加间接引用记录
					if edbInfo.EdbType == 2 {
						childEdbMappingIds, ok1 := calculateEdbMappingIdsMap[edbInfo.EdbInfoId]
						if !ok1 {
							continue
						}
						for _, childEdbMappingId := range childEdbMappingIds {
							childEdbMapping, ok2 := calculateEdbMappingListMap[childEdbMappingId]
							if !ok2 {
								continue
							}
							childEdb, ok2 := calculateEdbListMap[childEdbMapping.FromEdbInfoId]
							if !ok2 {
								continue
							}
							tmp1 := &data_manage.EdbInfoRelation{
								ReferObjectId:   v.SandboxId,
								ReferObjectType: utils.EDB_RELATION_SANDBOX,
								EdbInfoId:       childEdb.EdbInfoId,
								EdbName:         childEdb.EdbName,
								Source:          childEdb.Source,
								EdbCode:         childEdb.EdbCode,
								CreateTime:      nowTime,
								ModifyTime:      nowTime,
								RelationTime:    v.CreateTime,
								RelationType:    1,
								RootEdbInfoId:   edbInfo.EdbInfoId,
								ChildEdbInfoId:  childEdbMapping.EdbInfoId,
							}
							addList = append(addList, tmp1)
							// todo 防止重复
						}
					}
					if len(addList) > pageSize {
						err = data_manage.AddEdbInfoRelationMulti(addList)
						if err != nil {
							err = fmt.Errorf("新增引用记录失败 Err:%s", err)
							return
						}
						addNum += len(addList)
						addList = make([]*data_manage.EdbInfoRelation, 0)
					}
				}
			}
		}
	}
	//拿到500个数据ID，判断相关的引用记录，如果已存在则直接过滤，不存在则新增
	if len(addList) > 0 {
		err = data_manage.AddEdbInfoRelationMulti(addList)
		if err != nil {
			err = fmt.Errorf("新增引用记录失败 Err:%s", err)
			return
		}
		addNum += len(addList)
	}
	fmt.Printf("逻辑图指标引用记录处理完成, 新增%d条记录\n", addNum)
	return
}

func getSandBoxEdbIdsByContent(content string) (edbInfoIds []int, err error) {
	var contentInfo sandbox.ContentDataStruct
	err = json.Unmarshal([]byte(content), &contentInfo)
	if err != nil {
		err = fmt.Errorf("json.Unmarshal err:%s", err.Error())
		return
	}
	// 遍历所有节点
	for _, node := range contentInfo.Cells {
		if node.Data == nil {
			continue
		}
		for _, v := range node.Data.LinkData {
			if v.Type == 1 {
				edbInfoIds = append(edbInfoIds, v.Id)
			}
		}
	}
	return
}

func GetEdbListByEdbInfoId(edbInfoList []*data_manage.EdbInfo) (edbInfoMap map[int]*data_manage.EdbInfo, edbMappingListMap map[int]*data_manage.EdbInfoCalculateMapping, edbInfoMappingRootIdsMap map[int][]int, err error) {
	//查询指标信息
	//查询指标映射
	//查询所有指标数据
	//查询这个指标相关的mapping信息放到数组里，
	//将得到的指标ID信息放到数组里
	hasFindMap := make(map[int]struct{})
	edbInfoIdMap := make(map[int]struct{})
	edbMappingList := make([]*data_manage.EdbInfoCalculateMapping, 0)
	edbInfoMappingRootIdsMap = make(map[int][]int, 0)
	edbMappingMap := make(map[int]struct{})
	for _, edbInfo := range edbInfoList {
		if edbInfo.EdbType == 2 {
			edbInfoId := edbInfo.EdbInfoId
			edbMappingList, err = getCalculateEdbInfoByEdbInfoId(edbInfoId, hasFindMap, edbInfoIdMap, edbMappingList, edbMappingMap, edbInfoMappingRootIdsMap, edbInfoId)
			if err != nil {
				err = fmt.Errorf(" GetCalculateEdbInfoByEdbInfoId err: %s", err.Error())
				return
			}
		}
	}
	if len(edbMappingList) == 0 {
		return
	}
	// 查询指标信息
	// 指标信息map
	edbInfoIdList := make([]int, 0)
	for k, _ := range edbInfoIdMap {
		edbInfoIdList = append(edbInfoIdList, k)
	}
	edbInfoMap = make(map[int]*data_manage.EdbInfo)
	edbMappingListMap = make(map[int]*data_manage.EdbInfoCalculateMapping)
	if len(edbInfoIdList) > 0 {
		edbInfoList, err = data_manage.GetEdbInfoByIdList(edbInfoIdList)
		if err != nil {
			err = fmt.Errorf(" GetEdbInfoByIdList err: %s", err.Error())
			return
		}
		for _, v := range edbInfoList {
			edbInfoMap[v.EdbInfoId] = v
		}
	}

	if len(edbMappingList) > 0 {
		for _, v := range edbMappingList {
			edbMappingListMap[v.EdbInfoCalculateMappingId] = v
		}
	}
	return
}

// getCalculateEdbInfoByEdbInfoId 计算指标追溯
func getCalculateEdbInfoByEdbInfoId(edbInfoId int, hasFindMap map[int]struct{}, edbInfoIdMap map[int]struct{}, edbMappingList []*data_manage.EdbInfoCalculateMapping, edbMappingMap map[int]struct{}, edbInfoMappingRootIdsMap map[int][]int, rootEdbInfoId int) (newEdbMappingList []*data_manage.EdbInfoCalculateMapping, err error) {
	newEdbMappingList = edbMappingList
	_, ok := hasFindMap[edbInfoId]
	if ok {
		return
	}

	if _, ok1 := edbInfoIdMap[edbInfoId]; !ok1 {
		edbInfoIdMap[edbInfoId] = struct{}{}
	}

	edbInfoMappingList, e := data_manage.GetEdbInfoCalculateMappingListByEdbInfoId(edbInfoId)
	if e != nil {
		err = fmt.Errorf("GetEdbInfoCalculateMappingListByEdbInfoId err: %s", e.Error())
		return
	}

	if len(edbInfoMappingList) > 0 {
		fromEdbInfoIdList := make([]int, 0)
		edbInfoMappingIdList := make([]int, 0)
		for _, v := range edbInfoMappingList {
			fromEdbInfoIdList = append(fromEdbInfoIdList, v.FromEdbInfoId)
			edbInfoMappingIdList = append(edbInfoMappingIdList, v.EdbInfoCalculateMappingId)
			if _, ok1 := edbInfoIdMap[v.FromEdbInfoId]; !ok1 {
				edbInfoIdMap[v.FromEdbInfoId] = struct{}{}
			}
			if _, ok2 := edbMappingMap[v.EdbInfoCalculateMappingId]; !ok2 {
				edbMappingMap[v.EdbInfoCalculateMappingId] = struct{}{}
				tmp := &data_manage.EdbInfoCalculateMapping{
					EdbInfoCalculateMappingId: v.EdbInfoCalculateMappingId,
					EdbInfoId:                 v.EdbInfoId,
					Source:                    v.Source,
					SourceName:                v.SourceName,
					EdbCode:                   v.EdbCode,
					FromEdbInfoId:             v.FromEdbInfoId,
					FromEdbCode:               v.FromEdbCode,
					FromEdbName:               v.FromEdbName,
					FromSource:                v.FromSource,
					FromSourceName:            v.FromSourceName,
					FromTag:                   v.FromTag,
					Sort:                      v.Sort,
					CreateTime:                v.CreateTime,
					ModifyTime:                v.ModifyTime,
				}
				newEdbMappingList = append(newEdbMappingList, tmp)

			}

			if edbInfoId != v.FromEdbInfoId && (v.FromEdbType == 2 || v.FromEdbInfoType == 1) {
				// 查过了就不查了
				if _, ok2 := hasFindMap[v.FromEdbInfoId]; !ok2 {
					newEdbMappingList, e = getCalculateEdbInfoByEdbInfoId(v.FromEdbInfoId, hasFindMap, edbInfoIdMap, newEdbMappingList, edbMappingMap, edbInfoMappingRootIdsMap, rootEdbInfoId)
					if e != nil {
						err = fmt.Errorf("traceEdbInfoByEdbInfoId err: %s", e.Error())
						return
					}
				}
			}
			hasFindMap[v.FromEdbInfoId] = struct{}{}
		}
		edbInfoMappingRootIdsMap[rootEdbInfoId] = append(edbInfoMappingRootIdsMap[rootEdbInfoId], edbInfoMappingIdList...)
	}

	hasFindMap[edbInfoId] = struct{}{}
	return
}