| | |
| | | } |
| | | |
| | | //根据摄像机列表和时间查询人员浏览轨迹 |
| | | func GetPersonDataByCameraIdAndTime(cameraId []string, startTime string, endTime string, serverIp string, ServerPort string, indexName string) ([]map[string]interface{}, error) { |
| | | func GetPersonDataByCameraIdAndTime(cameraId []string, startTime string, endTime string, serverIp string, ServerPort string, indexName string) (map[string]interface{}, error) { |
| | | esCameraId := strings.Replace(strings.Trim(fmt.Sprint(cameraId), "[]"), " ", "\",\"", -1) |
| | | personUrl := "http://" + serverIp + ":" + ServerPort + "/" + indexName + "/_search" |
| | | personBody := `{ |
| | |
| | | "picMaxUrl", |
| | | "targetInfo.belongsTargetId", |
| | | "targetInfo.targetLocation", |
| | | "picWH" |
| | | "picWH.picW" |
| | | ] |
| | | } |
| | | }` |
| | | //fmt.Println(personUrl) |
| | | //fmt.Println(personBody) |
| | | source := make(map[string]interface{}) |
| | | queryStartTime := time.Now() |
| | | buf, err := EsReq("POST", personUrl, []byte(personBody)) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | |
| | | queryUseTime := time.Now().Sub(queryStartTime).Seconds()*1000 |
| | | sources, err := Sourcelist(buf) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | resData,err := PerSonAnalysis(sources) |
| | | source["result"] = resData |
| | | source["total"] = len(resData) |
| | | source["queryUseTime"] = queryUseTime |
| | | //println(sources) |
| | | return resData, nil |
| | | return source, nil |
| | | |
| | | } |
| | | |
| | | //根据时间范围,摄像机列表,分组聚合人脸列表,返回分组数据 |
| | | func GetFaceDataBucketsByCameraIdAndTimeReturnByGrouped(cameraId []string, startTime string, endTime string, thresholdTime float64, serverIp string, ServerPort string, indexName string) (buckersDate map[string]interface{}, err error) { |
| | | esCameraId := strings.Replace(strings.Trim(fmt.Sprint(cameraId), "[]"), " ", "\",\"", -1) |
| | | var buckersUrl = "http://" + serverIp + ":" + ServerPort + "/" + indexName + "/_search" |
| | | var buckersBody = `{ |
| | | "query": { |
| | | "bool": { |
| | | "filter": [ |
| | | { |
| | | "range": { |
| | | "picDate": { |
| | | "gte": "` + startTime + `", |
| | | "lte": "` + endTime + `" |
| | | } |
| | | } |
| | | }, |
| | | { |
| | | "term": { |
| | | "targetInfo.targetType.raw": "FaceDetect" |
| | | } |
| | | }, |
| | | { |
| | | "terms": { |
| | | "cameraId": ["` + esCameraId + `"] |
| | | } |
| | | } |
| | | ] |
| | | } |
| | | }, |
| | | "size": 0, |
| | | "aggs": { |
| | | "buckets_aggs": { |
| | | "composite": { |
| | | "sources": [ |
| | | { |
| | | "baseInfo.targetId": { |
| | | "terms": { |
| | | "field": "baseInfo.targetId" |
| | | } |
| | | } |
| | | }, |
| | | { |
| | | "cameraId": { |
| | | "terms": { |
| | | "field": "cameraId" |
| | | } |
| | | } |
| | | } |
| | | ], |
| | | "size": 100000000 |
| | | }, |
| | | "aggs":{ |
| | | "top_attention_hits":{ |
| | | "top_hits":{ |
| | | "size": 1000000, |
| | | "sort": [ |
| | | { |
| | | "picDate": { |
| | | "order": "asc" |
| | | } |
| | | } |
| | | ], |
| | | "_source":{ |
| | | "includes":["baseInfo.targetId","cameraId","cameraName","cameraAddr","targetInfo.targetScore","targetInfo.picSmUrl","showLabels","baseInfo.tableId","baseInfo.tableName","baseInfo.bwType","baseInfo.targetName","baseInfo.compareScore","picDate","picMaxUrl","picWH"] |
| | | } |
| | | } |
| | | } |
| | | } |
| | | } |
| | | } |
| | | }` |
| | | sources := make(map[string]interface{}) |
| | | queryStartTime := time.Now() |
| | | buf, err := EsReq("POST", buckersUrl, []byte(buckersBody)) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | queryUseTime := time.Now().Sub(queryStartTime).Seconds()*1000 |
| | | //fmt.Println(queryUseTime) |
| | | tmpSources, err := SourceAggregationsReturnByGrouped(buf, thresholdTime) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | sources["result"] = tmpSources |
| | | sources["total"] = len(tmpSources) |
| | | sources["queryUseTime"] = queryUseTime |
| | | //println(sources) |
| | | return sources, nil |
| | | } |
| | | |
| | | //根据时间范围,摄像机列表,分组聚合人脸列表 |
| | |
| | | }` |
| | | //fmt.Println(buckersUrl) |
| | | //fmt.Println(buckersBody) |
| | | queryStartTime := time.Now() |
| | | buf, err := EsReq("POST", buckersUrl, []byte(buckersBody)) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | queryUseTime := time.Now().Sub(queryStartTime).Seconds()*1000 |
| | | |
| | | sources, err := SourceAggregations(buf, thresholdTime) |
| | | sources, err := SourceAggregations(buf, thresholdTime,queryUseTime) |
| | | if err != nil { |
| | | return nil, err |
| | | } |
| | | //println(sources) |
| | | return sources, nil |
| | | } |
| | | |
| | |
| | | return tmpinfos |
| | | } |
| | | |
| | | func SourceAggregations(buf [] byte, thresholdTime float64) (sources map[string]interface{}, err error) { |
| | | func SourceAggregations(buf [] byte, thresholdTime float64, queryUseTime float64) (sources map[string]interface{}, err error) { |
| | | s := make(map[string]interface{}) |
| | | loc, err := time.LoadLocation("Asia/Shanghai") |
| | | if err != nil { |
| | |
| | | // sources = append(sources, tmpSources) |
| | | } |
| | | count := len(allSource) |
| | | fmt.Println(count) |
| | | //fmt.Println(count) |
| | | s["count"] = count |
| | | s["allSource"] = allSource |
| | | |
| | | s["queryUseTime"] = queryUseTime |
| | | return s, nil |
| | | } |
| | | |
| | | func SourceAggregationsReturnByGrouped(buf [] byte, thresholdTime float64) (sources []map[string]interface{}, err error) { |
| | | loc, err := time.LoadLocation("Asia/Shanghai") |
| | | if err != nil { |
| | | return nil, errors.New("时区设置错误") |
| | | } |
| | | var info interface{} |
| | | json.Unmarshal(buf, &info) |
| | | out, ok := info.(map[string]interface{}) |
| | | if !ok { |
| | | return nil, errors.New("http response interface can not change map[string]interface{}") |
| | | } |
| | | middle, ok := out["aggregations"].(map[string]interface{}) |
| | | if !ok { |
| | | return nil, errors.New("first hits change error!") |
| | | } |
| | | bucketsAggs := middle["buckets_aggs"].(map[string]interface{}) |
| | | buckets := bucketsAggs["buckets"].([]interface{}) |
| | | if len(buckets) == 0 { |
| | | return nil, nil |
| | | } |
| | | for _, inf := range buckets { |
| | | tmpSources := make(map[string]interface{}, 0) |
| | | hitsSources := make([]map[string]interface{}, 0) |
| | | groupKey := inf.(map[string]interface{})["key"].(map[string]interface{}) |
| | | topAttentionHits := inf.(map[string]interface{})["top_attention_hits"].(map[string]interface{}) |
| | | middleHits := topAttentionHits["hits"].(map[string]interface{}) |
| | | finalHits := middleHits["hits"].([]interface{}) |
| | | tmpHitSource := make(map[string]interface{}) |
| | | startTime := "" |
| | | for _, in := range finalHits { |
| | | tmpbuf, ok := in.(map[string]interface{}) |
| | | if !ok { |
| | | fmt.Println("change to source error!") |
| | | continue |
| | | } |
| | | source, ok := tmpbuf["_source"].(map[string]interface{}) |
| | | if !ok { |
| | | fmt.Println("change _source error!") |
| | | continue |
| | | } |
| | | baseInfo := source["baseInfo"].([]interface{})[0].(map[string]interface{}) |
| | | targetInfo := source["targetInfo"].([]interface{})[0].(map[string]interface{}) |
| | | tmpTime := source["picDate"].(string) |
| | | mTime, err := time.ParseInLocation("2006-01-02 15:04:05", tmpTime, loc) |
| | | if err != nil { |
| | | return nil, errors.New("时间解析错误") |
| | | } |
| | | |
| | | sTime := tmpTime |
| | | eTime := tmpTime |
| | | stayTime := 0.0 |
| | | if startTime != "" { |
| | | sinTime, _ := time.ParseInLocation("2006-01-02 15:04:05", startTime, loc) |
| | | stayTime = math.Abs(sinTime.Sub(mTime).Seconds()) |
| | | if stayTime <= thresholdTime { |
| | | startTime = tmpTime |
| | | hitsSources[len(hitsSources)-1]["endTime"] = tmpTime |
| | | continue |
| | | } else { |
| | | if sinTime.Sub(mTime).Seconds() == 0 { |
| | | sinTime.Add(time.Second * 1) |
| | | sinTime.Format("2006-01-02 15:04:05") |
| | | hitsSources[len(hitsSources)-1]["endTime"] = sinTime |
| | | } |
| | | } |
| | | } |
| | | startTime = tmpTime |
| | | tmpHitSource["personId"] = baseInfo["targetId"].(string) |
| | | tmpHitSource["cameraId"] = source["cameraId"].(string) |
| | | tmpHitSource["cameraName"] = source["cameraName"].(string) |
| | | tmpHitSource["cameraAddr"] = source["cameraAddr"].(string) |
| | | tmpHitSource["targetScore"] = int(targetInfo["targetScore"].(float64)) |
| | | tmpHitSource["properties"] = source["showLabels"].(string) |
| | | tmpHitSource["tableId"] = baseInfo["tableId"].(string) |
| | | tmpHitSource["tableName"] = baseInfo["tableName"].(string) |
| | | tmpHitSource["bwType"] = baseInfo["bwType"].(string) |
| | | tmpHitSource["personName"] = baseInfo["targetName"].(string) |
| | | tmpHitSource["compareScore"] = int(baseInfo["compareScore"].(float64)) |
| | | tmpHitSource["startTime"] = sTime |
| | | tmpHitSource["startBackGroundPicUrl"] = source["picMaxUrl"].([]interface{}) |
| | | tmpHitSource["startFacePicUrl"] = targetInfo["picSmUrl"].(string) |
| | | tmpHitSource["endTime"] = eTime |
| | | tmpHitSource["stayTime"] = stayTime |
| | | tmpHitSource["endTBackGroundPicUrl"] = source["picMaxUrl"].([]interface{}) |
| | | tmpHitSource["endTFacePicUrl"] = targetInfo["picSmUrl"].(string) |
| | | if source["picWH"] != nil { |
| | | tmpHitSource["picWH"] = source["picWH"].(map[string]interface{}) |
| | | } |
| | | hitsSources = append(hitsSources, tmpHitSource) |
| | | } |
| | | tmpSources["groupKey"] = groupKey |
| | | tmpSources["hits_sources"] = hitsSources |
| | | sources = append(sources, tmpSources) |
| | | } |
| | | return sources, nil |
| | | } |
| | | |
| | | //解析抓拍库人员结构 |
| | | func PerSonAnalysis(preData []map[string]interface{}) (sources []map[string]interface{}, err error) { |
| | | loc, err := time.LoadLocation("Asia/Shanghai") |