qixiaoning
2025-07-25 94f3085afd10d76fa6e0640b5eed1d615b11ecea
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package controllers
 
import (
    "basic.com/fileServer/WeedFSClient.git"
    esApi "basic.com/pubsub/esutil.git"
    "basic.com/pubsub/protomsg.git"
    "basic.com/valib/bhomeclient.git"
    "basic.com/valib/bhomedbapi.git"
    "basic.com/valib/godraw.git"
    "basic.com/valib/logger.git"
    "encoding/base64"
    "encoding/json"
    "fmt"
    "image"
    "image/color"
    "sort"
    "strconv"
    "strings"
    "time"
    "vamicro/config"
    "vamicro/extend/util"
    "vamicro/search-service/models"
    "vamicro/search-service/service"
)
 
type FileController struct {
}
 
// weedfs 访问路径
//var picIp = "http://192.168.1.182:6080/"
var picIp = "http://"
 
var picUrlField = "fileUrl"
 
type FaceExtract struct {
    Url string `json:"url"`
    FaceBytes []byte `json:"faceBytes"`
}
var faceExtractedMap = make(map[string]FaceExtract,0)
 
// @Security ApiKeyAuth
// @Summary 人脸提取
// @Description  人脸提取
// @Accept multipart/form-data
// @Produce json
// @Tags 以图搜图
// @Param file formData file true "人员图片"
// @Success 200 {string} json "{"code":200, msg:"", data:"", success:true}"
// @Failure 500 {string} json "{"code":500, msg:"", data:"", success:false}"
// @Router /data/api-v/dbperson/faceExtract [POST]
func (sc *EsSearchController) FaceExtract(h *bhomeclient.WrapperHandler, c *bhomeclient.Request) *bhomeclient.Reply {
    file, err := c.FormFile() //image这个是uplaodify参数定义中的   'fileObjName':'image'
    if err != nil || file.Name == "" || len(file.Bytes) == 0 {
        return &bhomeclient.Reply{Success:false,Msg:"参数有误"}
    }
 
    var sApi bhomedbapi.SysSetApi
    flag, localConf := sApi.GetServerInfo()
    if !flag || localConf.AlarmIp == "" ||localConf.AlarmPort ==0 {
        logger.Debug("localConf err")
        return &bhomeclient.Reply{Success:false, Msg: "localConf err"}
    }
 
    var weedfsUri = "http://"+localConf.WebPicIp+":"+strconv.Itoa(int(localConf.WebPicPort))+"/submit?collection=persistent"
    logger.Debug("weedfsUri:",weedfsUri)
    resultMap :=make(map[string]interface{},0)
    //将上传的图片交人脸检测和人脸提取,获得特征
    faceArr, err, pI := service.GetFaceFeaFromSdk(file.Bytes, time.Second*60)
    if err ==nil && len(faceArr) >0 {
        //1.提取每一张人脸小图
        urlArr := make([]string,0)
        for _,r := range faceArr {
            rcFace := r.Pos.RcFace
            cutFaceImgData,cutErr := util.SubCutImg(pI, rcFace, 20)
            if cutErr != nil {
                logger.Debug("util.SubCutImg err:", cutErr)
                continue
            }
            weedFilePath, e := WeedFSClient.UploadFile(weedfsUri, "FaceUrl", cutFaceImgData, 5*time.Second)
            if e == nil{
                faceExtractedMap[weedFilePath] = FaceExtract{
                    Url:weedFilePath,
                    FaceBytes:r.Feats,
                }
                urlArr = append(urlArr, weedFilePath)
            }
        }
        //2.大图画框,标识人脸位置
        drawedB, _ := drawPolygonOnImg(pI, &faceArr)
 
        originFilePath, _ := WeedFSClient.UploadFile(weedfsUri, "FaceUrl", *drawedB, 5*time.Second)
        resultMap["uploadImage"] = originFilePath
        resultMap["smImage"] = urlArr
        return &bhomeclient.Reply{Success:true,Data:resultMap}
    } else {
        return &bhomeclient.Reply{Success:false, Msg:"未提取到人脸"}
    }
}
 
func drawPolygonOnImg(i *protomsg.Image,faceArr *[]*protomsg.ResultFaceDetect) (*[]byte,error) {
    img,err := godraw.ToImage(i.Data, int(i.Width), int(i.Height))
    if err != nil {
        return nil,err
    }
    red := color.RGBA{255, 0, 0, 0}
    for _,faceResult := range *faceArr {
        util.DrawRect(img.(*image.RGBA),int(faceResult.Pos.RcFace.Left),int(faceResult.Pos.RcFace.Top),int(faceResult.Pos.RcFace.Right),
            int(faceResult.Pos.RcFace.Bottom), red)
    }
 
    quantity := 100
    jpgData, err := godraw.ImageToJpeg(img, &quantity)
    return &jpgData,err
}
 
type CompareResult struct {
    Id string `json:"id"`
    CompareScore float64 `json:"compareScore"`
    CameraId string `json:"cameraId"`
    CameraName string `json:"cameraName"`
    CameraAddr string `json:"cameraAddr"`
    PicDate string `json:"picDate"`
    Content string `json:"content"`
    IsAlarm bool `json:"isAlarm"`
    PicMaxUrl []string `json:"picMaxUrl"`
    TargetInfo []TargetInfo `json:"targetInfo"`
    TaskId string `json:"taskId"`
    TaskName string `json:"taskName"`
    BaseInfo []DbPersonVo `json:"baseInfo"`
    VideoUrl string `json:"videoUrl"`
    SdkName string `json:"sdkName"`
    AlarmRules []AlarmRuleVo `json:"alarmRules"`
}
 
type TargetInfo struct {
    TargetId       string `json:"targetId"`
    TargetType     string `json:"targetType"`
    TargetScore    float64 `json:"targetScore"`
    Feature        string `json:"feature"`
    PicSmUrl       string `json:"picSmUrl"`
    TargetLocation TargetLocation `json:"targetLocation"`
}
 
type TargetLocation struct {
    TopLeft     protomsg.Location `json:"topLeft"`
    BottomRight protomsg.Location `json:"bottomRight"`
}
 
type DbPersonVo struct {
    TableId string `json:"tableId"`
    TableName string `json:"tableName"`
    BwType string `json:"bwType"`
    CompareScore float64 `json:"compareScore"`
    TargetId string `json:"targetId"`
    TargetName string `json:"targetName"`
    TargetPicUrl string `json:"targetPicUrl"`
    MonitorLevel string `json:"monitorLevel"`
    Labels string `json:"labels"`
    Content string `json:"content"`
    Enable int32 `json:"enable"`
}
 
type ScoreIndex struct {
    CompareScore float64
    Index int
}
 
type AlarmRuleVo struct {
    GroupId      string `json:"groupId"`
    AlarmLevel   string `json:"alarmLevel"`
    RuleText     string `json:"ruleText"`
    DefenceState bool `json:"defenceState"`
    IsLink          bool `json:"isLink"`
    LinkInfo      string `json:"linkInfo"`
}
 
//填充向前端返回的数据
func FillDataToCompareResult(compResult *protomsg.SdkCompareResult) []CompareResult {
 
    var resultList = make([]CompareResult, len(compResult.CompareResult))
    dbPersonM := make(map[string]ScoreIndex, 0)
    captureM := make(map[string]ScoreIndex, 0)
    personIds := make([]string,0)
    captureIds := make([]string,0)
    for idx,v :=range compResult.CompareResult{
        if v.Tableid == service.CaptureTable {
            captureM[v.Id] = ScoreIndex{
                Index: idx,
                CompareScore: util.ParseScore64(float64(v.CompareScore)),
            }
            captureIds = append(captureIds,v.Id)
        } else {
            dbPersonM[v.Id] = ScoreIndex{
                Index: idx,
                CompareScore: util.ParseScore64(float64(v.CompareScore)),
            }
            personIds = append(personIds,v.Id)
        }
    }
    logger.Debug("comp len(personIds):", len(personIds))
    logger.Debug("comp len(captureIds):", len(captureIds))
 
    var dbpersons []protomsg.Dbperson
    if len(personIds) >0 {
        var dbpApi bhomedbapi.DbPersonApi
        dbpersons, _ = dbpApi.Dbpersoninfosbyid(personIds)
    }
 
    if len(dbpersons) >0 {
        var dtApi bhomedbapi.DbTableApi
        for _,p :=range dbpersons {
            var dbP = DbPersonVo {
                TargetId: p.Id,
                CompareScore: dbPersonM[p.Id].CompareScore,
                MonitorLevel: p.MonitorLevel,
                TargetName: p.PersonName,
                TargetPicUrl: p.PersonPicUrl,
                Labels: p.PhoneNum+"/"+p.Sex+"/"+p.IdCard,
                TableId: p.TableId,
                Content: p.Reserved,
                Enable: p.Enable,
            }
            dbTableInfos, _ := dtApi.DbtablesById([]string{ p.TableId })
            if dbTableInfos !=nil{
                dbP.BwType = dbTableInfos[0].BwType
                dbP.TableName = dbTableInfos[0].TableName
            }
 
            resultList[dbPersonM[p.Id].Index] = CompareResult{
                BaseInfo:[]DbPersonVo{ dbP },
            }
        }
    }
    if len(captureIds) >0 {
        var sApi bhomedbapi.SysSetApi
        flag, localConf := sApi.GetServerInfo()
        if !flag || localConf.AlarmIp == "" ||localConf.AlarmPort ==0 {
            logger.Debug("localConf err")
            return nil
        }
        logger.Debug("captureIds:",strings.Join(captureIds,","))
        aiTargets, _ := esApi.AIOceaninfosbyid(captureIds, config.EsInfo.EsIndex.AiOcean.IndexName, localConf.AlarmIp, strconv.Itoa(int(localConf.AlarmPort)))
        logger.Debug("comp aiTargets.len:",len(aiTargets))
        for _,vp :=range aiTargets {
            var bi []DbPersonVo
            for _,p :=range vp.BaseInfo {
                bi = append(bi, DbPersonVo{
                    TargetId: p.TargetId,
                    CompareScore: util.ParseScore64(p.CompareScore),
                    MonitorLevel: p.MonitorLevel,
                    TargetName: p.TargetName,
                    TargetPicUrl: p.TargetPicUrl,
                    Labels: p.Labels,
                    TableId: p.TableId,
                    BwType: p.BwType,
                    TableName: p.TableName,
                })
            }
            var alarmRules []AlarmRuleVo
            if vp.AlarmRules !=nil && len(vp.AlarmRules) >0 {
                for _,ar :=range vp.AlarmRules {
                    alarmRules = append(alarmRules, AlarmRuleVo{
                        GroupId: ar.GroupId,
                        AlarmLevel: ar.AlarmLevel,
                        RuleText: ar.RuleText,
                        DefenceState: ar.DefenceState,
                        IsLink: ar.IsLink,
                        LinkInfo: ar.LinkInfo,
                    })
                }
            }
            var ti = make([]TargetInfo,0)
            if vp.TargetInfo !=nil {
                for _,vti :=range vp.TargetInfo {
                    tl := protomsg.Location{
                        X: vti.TargetLocation.TopLeft.X,
                        Y: vti.TargetLocation.TopLeft.Y,
                    }
                    br := protomsg.Location{
                        X: vti.TargetLocation.BottomRight.X,
                        Y: vti.TargetLocation.BottomRight.Y,
                    }
                    tInfo := TargetInfo{
                        TargetId: vti.TargetId,
                        TargetType: vti.TargetType,
                        TargetScore: vti.TargetScore,
                        Feature: vti.Feature,
                        PicSmUrl: vti.PicSmUrl,
                        TargetLocation: TargetLocation{
                            TopLeft:tl,
                            BottomRight:br,
                        },
                    }
                    ti = append(ti, tInfo)
                }
            }
            vpE := CompareResult{
                Id: vp.Id,
                CompareScore: captureM[vp.Id].CompareScore,
                CameraId: vp.CameraId,
                CameraName: vp.CameraName,
                CameraAddr: vp.CameraAddr,
                PicDate: vp.PicDate,
                PicMaxUrl: vp.PicMaxUrl,
                TargetInfo: ti,
                IsAlarm: vp.IsAlarm,
                TaskName: vp.TaskName,
                TaskId: vp.TaskId,
                VideoUrl: vp.VideoUrl,
                BaseInfo: bi,
                SdkName: "人脸",
                AlarmRules: alarmRules,
            }
            resultList[captureM[vp.Id].Index] = vpE
        }
    }
    return  resultList
}
 
func parseMonitorLevel(level string) string {
    if level == "1" {
        return "一级"
    }
    if level == "2" {
        return "二级"
    }
    if level == "3" {
        return "三级"
    }
    return level
}
 
// @Security ApiKeyAuth
// @Summary 以图搜图
// @Description  以图搜图
// @Accept json
// @Produce json
// @Tags 以图搜图
// @Param condition body models.EsSearch true "搜索参数"
// @Success 200 {string} json "{"code":200, msg:"", data:"", success:true}"
// @Failure 500 {string} json "{"code":500, msg:"", data:"", success:false}"
// @Router /data/api-v/dbperson/searchByPhoto [POST]
func (sc *EsSearchController) SearchByPhoto(h *bhomeclient.WrapperHandler, c *bhomeclient.Request) *bhomeclient.Reply {
    var searchBody models.EsSearch
    err := c.BindJSON(&searchBody)
    if err !=nil{
        return &bhomeclient.Reply{Success:false, Msg:"参数有误"}
    }
    var sApi bhomedbapi.SysSetApi
    flag, localConf := sApi.GetServerInfo()
    if !flag || localConf.AlarmIp == "" ||localConf.AlarmPort ==0 {
        logger.Debug("localConf err")
        return &bhomeclient.Reply{Success:false, Msg: "localConf err"}
    }
    var faceB []byte
    logger.Debug("compTargetId:",searchBody.CompTargetId,",compTargetType:",searchBody.CompTargetType)
    if searchBody.CompTargetId != "" {//做查找此人,按抓拍的人脸或者底库的人脸以图搜图
        if searchBody.CompTargetType == 0 {//本张人脸是底库人脸
            var dbpApi bhomedbapi.DbPersonApi
            dbPersons, e := dbpApi.Dbpersoninfosbyid([]string{searchBody.CompTargetId})
            if e ==nil && dbPersons !=nil && len(dbPersons) ==1 {
                searchBase64Fea := dbPersons[0].FaceFeature
                if searchBase64Fea != "" {
                    decodeF, err := base64.StdEncoding.DecodeString(dbPersons[0].FaceFeature)
                    if err !=nil {
                        return &bhomeclient.Reply{Success:false, Msg:"本条底库人员特征不是base64,请检查"}
                    }
                    faceB = decodeF
                } else {
                    return &bhomeclient.Reply{Success:false, Msg:"本条底库人员特征为空,请检查"}
                }
            } else {
                return &bhomeclient.Reply{Success:false, Msg:"底库人员查询失败,请检查"}
            }
        } else {
            searchBase64Fea, err := esApi.GetVideoPersonFaceFeatureById(searchBody.CompTargetId, config.EsInfo.EsIndex.AiOcean.IndexName, localConf.AlarmIp, strconv.Itoa(int(localConf.AlarmPort)))
            if err !=nil {
                return &bhomeclient.Reply{Success:false, Msg:"抓拍数据不存在,请检查"}
            }
 
            if searchBase64Fea !=""{
                decodeF, err := base64.StdEncoding.DecodeString(searchBase64Fea)
                if err !=nil {
                    return &bhomeclient.Reply{Success:false, Msg:"本条抓拍特征不是base64,请检查"}
                }
                faceB = decodeF
            } else {
                return &bhomeclient.Reply{Success:false, Msg:"本条人脸抓拍特征为空,请检查"}
            }
        }
 
    } else {//做以图搜图
        if searchBody.PicUrl == "" || len(searchBody.DataBases) == 0 {
            return &bhomeclient.Reply{Success:false, Msg:"以图搜图PicUrl不能为空"}
        }
        if face,ok := faceExtractedMap[searchBody.PicUrl];!ok{
            return &bhomeclient.Reply{Success:false, Msg:"人脸特征未检测,请重新上传图片"}
        } else {
            faceB = face.FaceBytes
        }
    }
 
    if faceB == nil {
        return &bhomeclient.Reply{Success:false, Msg:"请重新上传图片"}
    }
    arg := protomsg.CompareArgs{
        FaceFeature: faceB,
        CompareThreshold: searchBody.Threshold,
    }
 
    var hasCompEsPerson = false
    if searchBody.DataBases !=nil {
        for idx,tableId :=range searchBody.DataBases {
            if tableId == "esData" {
                searchBody.DataBases = append(searchBody.DataBases[:idx], searchBody.DataBases[idx+1:]...)
                hasCompEsPerson = true
                break
            }
        }
        arg.TableIds = searchBody.DataBases
    } else {
        arg.TableIds = []string{}
    }
    alarmLevelTypes := strings.Replace(strings.Trim(fmt.Sprint(getAlarmLevel(searchBody.AlarmLevel)), "[]"), " ", "\",\"", -1)
    arg.Source = true // 标识来源是web
    arg.AlarmLevel = alarmLevelTypes
    arg.Tasks = searchBody.Tasks
    arg.TreeNodes = searchBody.TreeNodes
    arg.Tabs = searchBody.Tabs
    arg.SearchTime = searchBody.SearchTime
    arg.InputValue = searchBody.InputValue
    arg.Collection = searchBody.Collection
 
    if !searchBody.IsAll {
        arg.AnalyServerId = localConf.ServerId
    }
 
    logger.Debug("arg.TableIds:", arg.TableIds, ",alarmLevel:",arg.AlarmLevel,",treeNodes:",arg.TreeNodes,",searchTime:",arg.SearchTime,
        ",inputValue:",arg.InputValue,",tasks:",arg.Tasks,",compThreshold:",arg.CompareThreshold)
    timeStart := time.Now()
 
    compareService := service.NewFaceCompareService(arg)
    var totalData service.CompareList
    if len(arg.TableIds) >0 {//有比对底库
        dbPersonTargets := compareService.CompareDbPersons()
        if dbPersonTargets !=nil {
            totalData = append(totalData,*dbPersonTargets...)
        }
    }
    if hasCompEsPerson {//有比对Es抓拍
        esPersons := compareService.CompareVideoPersons()
        if esPersons !=nil {
            totalData = append(totalData, *esPersons...)
        }
    }
 
    logger.Debug("comp 比对结束,用时:",time.Since(timeStart))
    service.SetCompResultByNum(&service.CompareOnce{
        CompareNum: compareService.CompareNum,
        CompareData: &totalData,
    })
 
    m := make(map[string]interface{},3)
    if totalData != nil && totalData.Len() > 0{
        sort.Sort(totalData)
        total := totalData.Len()
 
        m["compareNum"] = compareService.CompareNum
        m["total"] = total
        var sCompResult protomsg.SdkCompareResult
        if total <= searchBody.Size {
            sCompResult.CompareResult = totalData
        } else {
            sCompResult.CompareResult = totalData[0:searchBody.Size]
        }
        resultList := FillDataToCompareResult(&sCompResult)
        m["totalList"] = resultList
        logger.Debug("comp 比对加排序返回用时:", time.Since(timeStart))
 
    } else {
        m["total"] = 0
        m["compareNum"] = compareService.CompareNum
        m["totalList"] = []CompareResult{}
    }
    return &bhomeclient.Reply{Success:true, Data:m}
}
 
// @Security ApiKeyAuth
// @Summary 比对数据查询
// @Description  比对数据查询
// @Accept  json
// @Produce json
// @Tags es
// @Param reqMap body models.EsSearch true "collection 为空"
// @Success 200 {string} json "{"code":200, msg:"", success:true}"
// @Failure 500 {string} json "{"code":500, msg:"", success:false}"
// @Router /data/api-v/es/queryEsCompareData [POST]
func (sc *EsSearchController) PostEsCompareData(h *bhomeclient.WrapperHandler, c *bhomeclient.Request) *bhomeclient.Reply {
    searchBody := new(models.EsSearch)
    err := c.BindJSON(&searchBody)
    if err != nil || searchBody.PicUrl == "" || len(searchBody.DataBases) == 0 {
        return &bhomeclient.Reply{Success:false, Msg:"参数有误"}
    }
    if searchBody.CompareNum != "" {
        //二次搜索,不需要再比对了
        co := service.GetCompResultByNum(searchBody.CompareNum)
        if co != nil {
            //二次搜索和排序
            twiceM := GetCompareDataTwice(co, searchBody)
            return &bhomeclient.Reply{Success:true, Data:twiceM}
        } else {
            m := make(map[string]interface{}, 0)
            m["compareNum"] = searchBody.CompareNum
            m["total"] = 0
            m["totalList"] = []CompareResult{}
            return &bhomeclient.Reply{Success:false, Msg:"上次比对已失效,请重新比对"}
        }
    }
    m := make(map[string]interface{}, 0)
    m["compareNum"] = searchBody.CompareNum
    m["total"] = 0
    m["totalList"] = []CompareResult{}
    return &bhomeclient.Reply{Success:false, Msg:"上次比对已失效,请重新比对", Data:m}
}
 
type PersonId struct {
    Id string `json:"id"`
}
 
func GetCompareDataTwice(co *service.CompareOnce,searchBody *models.EsSearch) map[string]interface{} {
    m := make(map[string]interface{},0)
 
    from := (searchBody.Page-1)*searchBody.Size
    to := from + searchBody.Size
 
    var hasCompEsPerson = false
    if searchBody.DataBases !=nil {
        for idx,tableId :=range searchBody.DataBases {
            if tableId == "esData" {
                hasCompEsPerson = true
                searchBody.DataBases = append(searchBody.DataBases[:idx], searchBody.DataBases[idx+1:]...)
                break
            }
        }
    }
    if hasCompEsPerson {//二次检索ES比对结果
        arg := protomsg.CompareArgs{
            CompareThreshold: searchBody.Threshold,
        }
        var sApi bhomedbapi.SysSetApi
        flag, localConf := sApi.GetServerInfo()
        if flag && localConf.AlarmIp != "" {
            alarmLevelTypes := strings.Replace(strings.Trim(fmt.Sprint(getAlarmLevel(searchBody.AlarmLevel)), "[]"), " ", "\",\"", -1)
            arg.Source = true // 标识来源是web
            arg.AlarmLevel = alarmLevelTypes
            arg.Tasks = searchBody.Tasks
            arg.TreeNodes = searchBody.TreeNodes
            arg.Tabs = searchBody.Tabs
            arg.SearchTime = searchBody.SearchTime
            arg.InputValue = searchBody.InputValue
            arg.Collection = searchBody.Collection
            if !searchBody.IsAll {
                arg.AnalyServerId = localConf.ServerId
            }
 
            ct := time.Now()
            captureIds := esApi.GetAllLocalVideopersonsId(arg, config.EsInfo.EsIndex.AiOcean.IndexName, localConf.AlarmIp, strconv.Itoa(int(localConf.AlarmPort)), alarmLevelTypes)
            ut := time.Since(ct)
            logger.Debug("searchPhoto first Result.len:",len(*co.CompareData),"twice len(captureIds):",len(captureIds), "useTime:", ut)
            if captureIds !=nil {
                var aResult protomsg.SdkCompareResult
                aList := getTwiceSearchResult(co, &captureIds, searchBody)
                aTotal := aList.Len()
                if aTotal <= searchBody.Size {
                    aResult.CompareResult = *aList
                } else {
                    if from >= aTotal {
                        aResult.CompareResult = make(service.CompareList, 0)
                    } else {
                        if (aTotal-from) > searchBody.Size {
                            aResult.CompareResult = (*aList)[from:to]
                        } else {
                            aResult.CompareResult = (*aList)[from:]
                        }
                    }
                }
                out := FillDataToCompareResult(&aResult)
                m["total"] = aTotal
                m["compareNum"] = searchBody.CompareNum
                m["totalList"] = out
                return m
            } else {
                m["total"] = 0
                m["compareNum"] = searchBody.CompareNum
                m["totalList"] = []interface{}{}
                return m
            }
        }
    } else {//底库数据的二次检索
        var dbpApi bhomedbapi.DbPersonApi
        personIds, _ := dbpApi.FindLikePersonIds(searchBody.DataBases, searchBody.InputValue)
        logger.Debug("searchPhoto first Result.len:",len(*co.CompareData),"personIds:",personIds)
        if personIds !=nil {
            var pIds []PersonId
            b, _ := json.Marshal(personIds)
            json.Unmarshal(b, &pIds)
            if len(pIds) >0 {
                var personIdArr []string
                for _,pid :=range pIds{
                    personIdArr = append(personIdArr, pid.Id)
                }
                var aResult protomsg.SdkCompareResult
                aList := getTwiceSearchResult(co, &personIdArr, searchBody)
                aTotal := aList.Len()
                if aTotal <= searchBody.Size {
                    aResult.CompareResult = *aList
                } else {
                    if from >= aTotal {
                        aResult.CompareResult = make(service.CompareList, 0)
                    } else {
                        if (aTotal-from) > searchBody.Size {
                            aResult.CompareResult = (*aList)[from:to]
                        } else {
                            aResult.CompareResult = (*aList)[from:]
                        }
                    }
                }
                out := FillDataToCompareResult(&aResult)
                m["total"] = aTotal
                m["compareNum"] = searchBody.CompareNum
                m["totalList"] = out
                return m
            }
 
        } else {
            m["total"] = 0
            m["compareNum"] = searchBody.CompareNum
            m["totalList"] = []interface{}{}
            return m
        }
    }
 
    m["total"] = 0
    m["compareNum"] = searchBody.CompareNum
    m["totalList"] = []interface{}{}
 
    return m
}
 
func getTwiceSearchResult(co *service.CompareOnce, scopeIds *[]string, searchBody *models.EsSearch) *service.CompareList{
    m := make(map[string]string)
    for _,capId :=range *scopeIds {
        m[capId] = capId
    }
    var totalData service.CompareList
    for _,each :=range *co.CompareData {
        if _,ok :=m[each.Id];ok && each.CompareScore >= searchBody.Threshold {
            totalData = append(totalData, each)
        }
    }
 
    if totalData != nil && totalData.Len() > 0{
        sort.Sort(totalData)
    }
 
    return &totalData
}
 
type EsPersonSave struct {
    FaceFeature string `json:"faceFeature"`
    TableId string `json:"tableId"`
    Id string `json:"id"`
    PersonPicUrl string `json:"personPicUrl"`
    IdCard string `json:"idCard"`
}