From e189b1942c8130d473a1a4128c3d9ef5edfaa564 Mon Sep 17 00:00:00 2001
From: sunty <1172534965@qq.com>
Date: 星期五, 23 十月 2020 10:58:30 +0800
Subject: [PATCH] fix

---
 EsClient.go | 1375 ++++++++++++++++++++++++++++++++++++++++++++---------------
 1 files changed, 1,016 insertions(+), 359 deletions(-)

diff --git a/EsClient.go b/EsClient.go
index f5c348d..8df5b8e 100644
--- a/EsClient.go
+++ b/EsClient.go
@@ -1,381 +1,971 @@
 package esutil
 
 import (
-    "bytes"
-    "encoding/json"
-    "errors"
-    "fmt"
-    "io/ioutil"
-    "net/http"
-	"strconv"
+	"basic.com/pubsub/protomsg.git"
+	"bytes"
+	"encoding/json"
+	"errors"
+	"fmt"
+	"io"
+	"io/ioutil"
+	"math"
+	"net/http"
+	"strings"
 	"time"
-
-    "basic.com/pubsub/protomsg.git"
 )
 
+func GetEsDataReq(url string, parama string, isSource bool) map[string]interface{} {
+	//fmt.Println("es 鏌ヨ璇锋眰璺緞" + url) //  閰嶇疆淇℃伅 鑾峰彇
+	var dat map[string]interface{}
+	req, err := http.NewRequest("POST", url, strings.NewReader(parama))
+	req.Header.Add("Content-Type", "application/json")
+	timeout := time.Duration(10 * time.Second) //瓒呮椂鏃堕棿50ms
+	client := &http.Client{Timeout: timeout}
+	resp, err := client.Do(req)
+	if err != nil {
+		fmt.Println(err)
+		return dat
+	}
+	defer resp.Body.Close()
+	dec := json.NewDecoder(resp.Body)
+	if err := dec.Decode(&dat); err == io.EOF {
+		fmt.Println(err.Error())
+		return dat
+	} else if err != nil {
+		fmt.Println(err.Error())
+		return dat
+	}
+	// 鏄惁闇�瑕� 瑙f瀽 es 杩斿洖鐨� source
+	if isSource {
+		dat = dat["hits"].(map[string]interface{})
+		var data = make(map[string]interface{}, 2)
+		data["total"] = dat["total"]
+		sources := []interface{}{}
+		for _, value := range dat["hits"].([]interface{}) {
+			source := value.(map[string]interface{})["_source"].(map[string]interface{})
+			//source["id"] = source["id"]
+			/*sdkType := source["sdkType"]
+			if sdkType != nil {
+				sdk, _ := strconv.Atoi(sdkType.(string))
+				source["sdkType"] = sdkTypeToValue(sdk)
+			}*/
+			sources = append(sources, source)
+		}
+		data["datalist"] = sources
+		return data
+	} else {
+		return dat
+	}
+}
 
-func Parsesources(sources []map[string]interface{}) (esinfos []*protomsg.Esinfo) {
-    var ok bool
-    for _, source := range sources {
-       var tmpinfo protomsg.Esinfo
-        tmpinfo.FaceFeature, ok =   source["faceFeature"].(string)
-        if !ok {
-            continue
-        }
-
-        tmpinfo.Id, ok    =   source["id"].(string)  
-        if !ok {
-            continue 
-        }
-        tmpinfo.Tableid, ok     =   source["tableId"].(string)
-        if !ok {
-            continue
-        }
-
-        esinfos = append(esinfos, &tmpinfo)
-
-//        tmpinfo.PersonName,ok  =   source["personName"].(string)
-//            //Isnil("personName", ok)
-//        tmpinfo.PersonPicUrl,ok =  source["personPicUrl"].(string)
-//            //Isnil("personPicUrl", ok)
-//        tmpinfo.PhoneNum,ok     =  source["phoneNum"].(string)
-//            //Isnil("phoneNum", ok)
-//        tmpinfo.Sex,ok          =  source["sex"].(string)
-//            //Isnil("sex", ok)
-//        tmpinfo.Idcard,ok       =  source["idCard"].(string)
-//            //Isnil("idCard", ok)
-//        tmpinfo.MonitorLevel,ok =  source["monitorLevel"].(string)
-
-        // 鏍规嵁 tableid 鑾峰彇 tablename
-//        name, _:= Dbtablename(tmpinfo.TableId) 
-//        tmpinfo.TableName= name 
-//        binfos.Infos = append(binfos.Infos, &tmpinfo)
-
-    }
-    return 
+func Parsesources(sources []map[string]interface{}) (multiInfos []*protomsg.MultiFeaCache) {
+	var ok bool
+	for _, source := range sources {
+		var multiInfo protomsg.MultiFeaCache
+		var tmpinfo protomsg.Esinfo
+		tmpinfo.Id, ok = source["id"].(string)
+		if !ok {
+			continue
+		}
+		if source["targetInfo"] != nil {
+			for _, v := range source["targetInfo"].([]interface{}) {
+				m := v.(map[string]interface{})
+				tmpinfo.FaceFeature, ok = m["feature"].(string)
+				if !ok {
+					continue
+				}
+				if m["attachTarget"] != nil {
+					multiInfo.AttachFeature, ok = m["attachTarget"].(map[string]interface{})["feature"].(string)
+				}
+				if m["targetLocation"] != nil {
+					targetLocation := m["targetLocation"].(map[string]interface{})
+					topLeft := targetLocation["topLeft"].(map[string]interface{})
+					tx := topLeft["x"].(float64)
+					ty := topLeft["y"].(float64)
+					bottomRight := targetLocation["bottomRight"].(map[string]interface{})
+					bx := bottomRight["x"].(float64)
+					by := bottomRight["y"].(float64)
+					multiInfo.TargetLocation = &protomsg.TargetLocation{
+						TopLeft: &protomsg.Location{
+							X: tx,
+							Y: ty,
+						},
+						BottomRight: &protomsg.Location{
+							X: bx,
+							Y: by,
+						},
+					}
+				}
+			}
+		}
+		tmpinfo.AnalyServerId, ok = source["analyServerId"].(string)
+		if !ok {
+			continue
+		}
+		multiInfo.EsInfo = &tmpinfo
+		multiInfo.CameraId, ok = source["cameraId"].(string)
+		//fmt.Println(source["cameraId"])
+		leis := make([]*protomsg.LinkEsInfo, 0)
+		if source["linkTagInfo"] != nil {
+			for _, v := range source["linkTagInfo"].([]interface{}) {
+				var lei protomsg.LinkEsInfo
+				mi := v.(map[string]interface{})
+				lei.CameraId, ok = mi["cameraId"].(string)
+				if mi["targetInfo"] != nil {
+					for _, val := range mi["targetInfo"].([]interface{}) {
+						fmi := val.(map[string]interface{})
+						lei.Feature, ok = fmi["feature"].(string)
+						if fmi["targetLocation"] != nil {
+							targetLocation := fmi["targetLocation"].(map[string]interface{})
+							topLeft := targetLocation["topLeft"].(map[string]interface{})
+							tx := topLeft["x"].(float64)
+							ty := topLeft["y"].(float64)
+							bottomRight := targetLocation["bottomRight"].(map[string]interface{})
+							bx := bottomRight["x"].(float64)
+							by := bottomRight["y"].(float64)
+							multiInfo.TargetLocation = &protomsg.TargetLocation{
+								TopLeft: &protomsg.Location{
+									X: tx,
+									Y: ty,
+								},
+								BottomRight: &protomsg.Location{
+									X: bx,
+									Y: by,
+								},
+							}
+						}
+						lei.AttachFeature, ok = fmi["attachTarget"].(map[string]interface{})["feature"].(string)
+					}
+				}
+				leis = append(leis, &lei)
+			}
+		}
+		multiInfo.LinkEsInfo = leis
+		multiInfos = append(multiInfos, &multiInfo)
+	}
+	return
 }
 
 //瑙f瀽鎶撴媿搴撲汉鍛樼粨鏋�
-func Videopersonsbyid(sources []map[string]interface{}) (tmpinfos []protomsg.Videopersons) {
-    var ok bool
-    for _, source := range  sources{
-        var tmpinfo protomsg.Videopersons
-        tmpinfo.Id, ok =   source["id"].(string)
-        if !ok {
-            continue
-        }
-
-        tmpinfo.CameraId, ok    =   source["cameraId"].(string)
-        if !ok {
-            continue
-        }
-
-        tmpinfo.CameraAddr, ok     =   source["cameraAddr"].(string)
-        if !ok {
-            continue
-        }
-
-        tmpinfo.PicDate,ok  =   source["picDate"].(string)
-        //Isnil("picDate", ok)
-        tmpinfo.PicMaxUrl,ok =  source["picMaxUrl"].(string)
-        //Isnil("picMaxUrl", ok)
-        tmpinfo.TaskId,ok     =  source["taskId"].(string)
-        //Isnil("taskId", ok)
-        tmpinfo.TaskName,ok          =  source["taskName"].(string)
-        //Isnil("taskName", ok)
-        tmpinfo.SdkName,ok       =  source["sdkName"].(string)
-        //Isnil("sdkName", ok)
-        tmpinfo.Content,ok =  source["content"].(string)
-        //Isnil("content",ok)
-        tmpinfo.LikeDate,ok = source["likeDate"].(string)
-        //Isnil("likeDate",ok)
-        tmpinfo.DetectScore,ok =  source["detectScore"].(string)
-        //Isnil("detectScore", ok)
-        tmpinfo.Sex,ok = source["sex"].(string)
-        //Isnil("sex",ok)
-
-        age,ok  :=   source["age"].(float64)
-        if ok {
-            tmpinfo.Age= int32(age)
-        }
-        //Isnil("age", ok)
-
-        tmpinfo.AgeDescription,ok = source["ageDescription"].(string)
-        //Isnil("ageDescription",ok)
-        tmpinfo.Race,ok = source["race"].(string)
-        //Isnil("race",ok)
-        tmpinfo.SmileLevel,ok = source["smileLevel"].(string)
-        //Isnil("smileLevel",ok)
-        tmpinfo.BeautyLevel,ok = source["beautyLevel"].(string)
-        //Isnil("beautyLevel",ok)
-        if source["picSmUrl"] != nil {
-            //fmt.Println(source["picSmUrl"])
-            for _,v := range source["picSmUrl"].([]interface{}) {
-                tmpinfo.PicSmUrl = append(tmpinfo.PicSmUrl, v.(string))
-            }
-            //fmt.Println(tmpinfo.PicSmUrl)
-        }
-        tmpinfo.VideoUrl,ok = source["videoUrl"].(string)
-        //Isnil("videoUrl",ok)
-        tmpinfo.AnalyServerId,ok = source["analyServerId"].(string)
-        //Isnil("analyServerId",ok)
-        tmpinfo.AnalyServerName,ok = source["analyServerName"].(string)
-        //Isnil("analyServerName",ok)
-        tmpinfo.AnalyServerIp,ok = source["analyServerIp"].(string)
-        //Isnil("analyServerIp",ok)
-        tmpinfo.ClusterId,ok = source["clusterId"].(string)
-        //Isnil("clusterId",ok)
-
-        isAlarm,ok := source["isAlarm"].(float64)
-        //fmt.Println(ok)
-		if ok {
-			tmpinfo.IsAlarm= strconv.FormatFloat(isAlarm, 'E', -1, 64)//float64
+func AIOceanAnalysis(sources []map[string]interface{}) (tmpinfos []protomsg.AIOcean) {
+	var ok bool
+	for _, source := range sources {
+		var tmpinfo protomsg.AIOcean
+		tmpinfo.Id, ok = source["id"].(string)
+		if !ok {
+			continue
 		}
-        //Isnil("isAlarm",ok)
-
-		isAckAlarm,ok := source["isAckAlarm"].(float64)
-		//fmt.Println(ok)
-		if ok {
-			tmpinfo.IsAckAlarm= strconv.FormatFloat(isAckAlarm, 'E', -1, 64)//float64
+		tmpinfo.CameraId, ok = source["cameraId"].(string)
+		if !ok {
+			continue
 		}
-		//Isnil("isAckAlarm",ok)
+		tmpinfo.CameraAddr, ok = source["cameraAddr"].(string)
+		if !ok {
+			continue
+		}
+		tmpinfo.AnalyServerId, ok = source["analyServerId"].(string)
+		tmpinfo.AnalyServerName, ok = source["analyServerName"].(string)
+		tmpinfo.AnalyServerIp, ok = source["analyServerIp"].(string)
+		tmpinfo.ClusterId, ok = source["clusterId"].(string)
+		tmpinfo.TaskId, ok = source["taskId"].(string)
+		tmpinfo.TaskName, ok = source["taskName"].(string)
+		tmpinfo.SdkName, ok = source["sdkName"].(string)
 
-        isCollect,ok  :=   source["isCollect"].(float64)
-        if ok {
-            tmpinfo.IsDelete= int32(isCollect)
-        }
-        //Isnil("isCollect", ok)
+		if source["picMaxUrl"] != nil {
+			for _, v := range source["picMaxUrl"].([]interface{}) {
+				tmpinfo.PicMaxUrl = append(tmpinfo.PicMaxUrl, v.(string))
+			}
+		}
+		tmpinfo.VideoUrl, ok = source["videoUrl"].(string)
+		tmpinfo.PicDate, ok = source["picDate"].(string)
+		if source["targetInfo"] != nil {
+			for _, v := range source["targetInfo"].([]interface{}) {
+				m := v.(map[string]interface{})
+				var ti protomsg.TargetInfo
+				ti.TargetId, ok = m["targetId"].(string)
+				ti.TargetType, ok = m["targetType"].(string)
+				ti.TargetScore, ok = m["targetScore"].(float64)
+				ti.Feature, ok = m["feature"].(string)
+				ti.PicSmUrl, ok = m["picSmUrl"].(string)
+				targetLocation := m["targetLocation"].(map[string]interface{})
+				topLeft := targetLocation["topLeft"].(map[string]interface{})
+				tx := topLeft["x"].(float64)
+				ty := topLeft["y"].(float64)
+				bottomRight := targetLocation["bottomRight"].(map[string]interface{})
+				bx := bottomRight["x"].(float64)
+				by := bottomRight["y"].(float64)
+				ti.TargetLocation = &protomsg.TargetLocation{
+					TopLeft: &protomsg.Location{
+						X: tx,
+						Y: ty,
+					},
+					BottomRight: &protomsg.Location{
+						X: bx,
+						Y: by,
+					},
+				}
+				tmpinfo.TargetInfo = append(tmpinfo.TargetInfo, &ti)
+			}
 
-        isDelete,ok  :=   source["isDelete"].(float64)
-        if ok {
-            tmpinfo.IsDelete= int32(isDelete)
-        }
-        //Isnil("isDelete", ok)
+		}
+		tmpinfo.OtherLabels, ok = source["otherLabels"].(string)
+		tmpinfo.ShowLabels, ok = source["showLabels"].(string)
+		tmpinfo.LikeDate, ok = source["likeDate"].(string)
+		if source["baseInfo"] != nil {
+			for _, v := range source["baseInfo"].([]interface{}) {
+				m := v.(map[string]interface{})
+				var bi protomsg.BaseInfo
+				bi.TableId, ok = m["tableId"].(string)
+				bi.TableName, ok = m["tableName"].(string)
+				bi.CompareScore, ok = m["compareScore"].(float64)
+				bi.BwType, ok = m["bwType"].(string)
+				bi.TargetId, ok = m["targetId"].(string)
+				bi.TargetName, ok = m["targetName"].(string)
+				bi.TargetPicUrl, ok = m["targetPicUrl"].(string)
+				bi.MonitorLevel, ok = m["monitorLevel"].(string)
+				bi.Labels, ok = m["labels"].(string)
+				bi.Content, ok = m["content"].(string)
+				tmpinfo.BaseInfo = append(tmpinfo.BaseInfo, &bi)
+			}
+		}
+		tmpinfo.IsAlarm, ok = source["isAlarm"].(bool)
+		tmpinfo.IsAckAlarm, ok = source["isAckAlarm"].(bool)
+		if source["alarmRules"] != nil {
+			for _, v := range source["alarmRules"].([]interface{}) {
+				m := v.(map[string]interface{})
+				var ar protomsg.AlarmRules
+				ar.GroupId, ok = m["groupId"].(string)
+				ar.AlarmLevel, ok = m["alarmLevel"].(string)
+				ar.RuleText, ok = m["ruleText"].(string)
+				ar.DefenceState, ok = m["defenceState"].(bool)
+				ar.LinkInfo, ok = m["linkInfo"].(string)
+				tmpinfo.AlarmRules = append(tmpinfo.AlarmRules, &ar)
+			}
 
-        if source["alarmRules"] != nil {
-            //fmt.Println(source["alarmRules"])
-            for _,v := range source["alarmRules"].([]interface{}) {
-                m := v.(map[string]interface{})
-                var ar protomsg.AlarmRules
-                //ar := protomsg.AlarmRules{}
-                ar.GroupId,ok = m["groupId"].(string)
-                //Isnil("groupId",ok)
-                ar.AlarmLevel,ok = m["alarmLevel"].(string)
-                //Isnil("alarmLevel",ok)
-                ar.RuleText,ok = m["ruleText"].(string)
-                //Isnil("ruleText",ok)
-                ar.DefenceState,ok = m["defenceState"].(bool)
-                //Isnil("DefenceState",ok)
-                tmpinfo.AlarmRules = append(tmpinfo.AlarmRules, &ar)
-            }
+		}
+		tmpinfo.IsCollect, ok = source["isCollect"].(bool)
+		tmpinfo.IsDelete, ok = source["isDelete"].(bool)
+		tmpinfo.Content, ok = source["content"].(string)
+		tmpinfo.LinkTag, ok = source["linkTag"].(string)
+		if source["linkTagInfo"] != nil {
+			for _, v := range source["linkTagInfo"].([]interface{}) {
+				var lti protomsg.EsDataBase
+				lm := v.(map[string]interface{})
+				lti.Id, ok = lm["id"].(string)
+				if !ok {
+					continue
+				}
+				lti.CameraId, ok = lm["cameraId"].(string)
+				if !ok {
+					continue
+				}
+				lti.CameraAddr, ok = lm["cameraAddr"].(string)
+				if !ok {
+					continue
+				}
+				lti.AnalyServerId, ok = lm["analyServerId"].(string)
+				lti.AnalyServerName, ok = lm["analyServerName"].(string)
+				lti.AnalyServerIp, ok = lm["analyServerIp"].(string)
+				lti.ClusterId, ok = lm["clusterId"].(string)
+				lti.TaskId, ok = lm["taskId"].(string)
+				lti.TaskName, ok = lm["taskName"].(string)
+				lti.SdkName, ok = lm["sdkName"].(string)
+				if lm["picMaxUrl"] != nil {
+					for _, v := range lm["picMaxUrl"].([]interface{}) {
+						lti.PicMaxUrl = append(lti.PicMaxUrl, v.(string))
+					}
+				}
+				lti.VideoUrl, ok = lm["videoUrl"].(string)
+				lti.PicDate, ok = lm["picDate"].(string)
+				if lm["targetInfo"] != nil {
+					for _, v := range lm["targetInfo"].([]interface{}) {
+						m := v.(map[string]interface{})
+						var ti protomsg.TargetInfo
+						ti.TargetId, ok = m["targetId"].(string)
+						ti.TargetType, ok = m["targetType"].(string)
+						ti.TargetScore, ok = m["targetScore"].(float64)
+						ti.Feature, ok = m["feature"].(string)
+						ti.PicSmUrl, ok = m["picSmUrl"].(string)
+						targetLocation := m["targetLocation"].(map[string]interface{})
+						topLeft := targetLocation["topLeft"].(map[string]interface{})
+						tx := topLeft["x"].(float64)
+						ty := topLeft["y"].(float64)
+						bottomRight := targetLocation["bottomRight"].(map[string]interface{})
+						bx := bottomRight["x"].(float64)
+						by := bottomRight["y"].(float64)
+						ti.TargetLocation = &protomsg.TargetLocation{
+							TopLeft: &protomsg.Location{
+								X: tx,
+								Y: ty,
+							},
+							BottomRight: &protomsg.Location{
+								X: bx,
+								Y: by,
+							},
+						}
+						lti.TargetInfo = append(lti.TargetInfo, &ti)
+					}
 
-        }
+				}
+				lti.OtherLabels, ok = lm["otherLabels"].(string)
+				lti.ShowLabels, ok = lm["showLabels"].(string)
+				lti.LikeDate, ok = lm["likeDate"].(string)
+				if lm["baseInfo"] != nil {
+					for _, v := range lm["baseInfo"].([]interface{}) {
+						m := v.(map[string]interface{})
+						var bi protomsg.BaseInfo
+						bi.TableId, ok = m["tableId"].(string)
+						bi.TableName, ok = m["tableName"].(string)
+						bi.CompareScore, ok = m["compareScore"].(float64)
+						bi.BwType, ok = m["bwType"].(string)
+						bi.TargetId, ok = m["targetId"].(string)
+						bi.TargetName, ok = m["targetName"].(string)
+						bi.TargetPicUrl, ok = m["targetPicUrl"].(string)
+						bi.MonitorLevel, ok = m["monitorLevel"].(string)
+						bi.Labels, ok = m["labels"].(string)
+						bi.Content, ok = m["content"].(string)
+						tmpinfo.BaseInfo = append(tmpinfo.BaseInfo, &bi)
+					}
+				}
+				lti.IsAlarm, ok = lm["isAlarm"].(bool)
+				lti.IsAckAlarm, ok = lm["isAckAlarm"].(bool)
+				if lm["alarmRules"] != nil {
+					for _, v := range lm["alarmRules"].([]interface{}) {
+						m := v.(map[string]interface{})
+						var ar protomsg.AlarmRules
+						ar.GroupId, ok = m["groupId"].(string)
+						ar.AlarmLevel, ok = m["alarmLevel"].(string)
+						ar.RuleText, ok = m["ruleText"].(string)
+						ar.DefenceState, ok = m["defenceState"].(bool)
+						ar.LinkInfo, ok = m["linkInfo"].(string)
+						lti.AlarmRules = append(lti.AlarmRules, &ar)
+					}
 
-        if source["baseInfo"] != nil {
-            //fmt.Println(source["baseInfo"])
-            for _,v := range source["baseInfo"].([]interface{}) {
-                m := v.(map[string]interface{})
-                //fmt.Println("m:",m)
-                var bi protomsg.BaseInfo
-                //bi := protomsg.BaseInfo{}
-                bi.TableId,ok = m["tableId"].(string)
-                //Isnil("tableId",ok)
-                bi.TableName,ok = m["tableName"].(string)
-                //Isnil("tableName",ok)
-                compareScore,ok := m["compareScore"].(float64)
-                if ok {
-                    bi.CompareScore= float32(compareScore)
-                }
-                //Isnil("compareScore", ok)
-
-                bi.PersonId,ok = m["personId"].(string)
-                //Isnil("personId",ok)
-                bi.PersonName,ok = m["personName"].(string)
-                //Isnil("personName",ok)
-                bi.PersonPicUrl,ok = m["personPicUrl"].(string)
-                //Isnil("personPicUrl",ok)
-                bi.PhoneNum,ok = m["phoneNum"].(string)
-                //Isnil("phoneNum",ok)
-                bi.Sex,ok = m["sex"].(string)
-                //Isnil("sex",ok)
-                bi.IdCard,ok = m["idCard"].(string)
-                //Isnil("idCard",ok)
-                bi.MonitorLevel,ok = m["monitorLevel"].(string)
-                //Isnil("monitorLevel",ok)
-                bi.Content,ok = m["content"].(string)
-                //Isnil("content",ok)
-                bwType,ok := m["bwType"].(float64)
-                if ok {
-                    bi.BwType= int32(bwType)
-                }
-                //Isnil("bwType", ok)
-
-                tmpinfo.BaseInfo = append(tmpinfo.BaseInfo, &bi)
-            }
-        }
-
-        //鏍规嵁 tableid 鑾峰彇 tablename
-        //name, _:= Dbtablename(tmpinfo.TableId)
-        //tmpinfo.TableName= name
-        //fmt.Println(tmpinfos)
-        tmpinfos = append(tmpinfos, tmpinfo)
-    }
-
-    return tmpinfos
+				}
+				lti.IsCollect, ok = lm["isCollect"].(bool)
+				lti.IsDelete, ok = lm["isDelete"].(bool)
+				lti.Content, ok = lm["content"].(string)
+				tmpinfo.LinkTagInfo = append(tmpinfo.LinkTagInfo, &lti)
+			}
+		}
+		tmpinfos = append(tmpinfos, tmpinfo)
+	}
+	return tmpinfos
 }
 
 //瑙f瀽搴曞簱浜哄憳缁撴瀯
 func Dbpersonbyid(sources []map[string]interface{}) (tmpinfos []protomsg.Dbperson) {
-        var ok bool
+	var ok bool
 
-        var tmpinfo protomsg.Dbperson
-        for _, source := range  sources{
-            tmpinfo.FaceFeature, ok =   source["faceFeature"].(string)
-            if !ok {
-                continue
-            }
+	var tmpinfo protomsg.Dbperson
+	for _, source := range sources {
+		tmpinfo.FaceFeature, ok = source["faceFeature"].(string)
+		if !ok {
+			continue
+		}
 
-            tmpinfo.Id, ok    =   source["id"].(string)
-            if !ok {
-                continue
-            }
+		tmpinfo.Id, ok = source["id"].(string)
+		if !ok {
+			continue
+		}
 
-            tmpinfo.TableId, ok     =   source["tableId"].(string)
-            if !ok {
-                continue
-            }
+		tmpinfo.TableId, ok = source["tableId"].(string)
+		if !ok {
+			continue
+		}
 
-            tmpinfo.PersonName,ok  =   source["personName"].(string)
-                //Isnil("personName", ok)
-            tmpinfo.PersonPicUrl,ok =  source["personPicUrl"].(string)
-                //Isnil("personPicUrl", ok)
-            tmpinfo.PhoneNum,ok     =  source["phoneNum"].(string)
-                //Isnil("phoneNum", ok)
-            tmpinfo.Sex,ok          =  source["sex"].(string)
-                //Isnil("sex", ok)
-            tmpinfo.IdCard,ok       =  source["idCard"].(string)
-                //Isnil("idCard", ok)
-            tmpinfo.MonitorLevel,ok =  source["monitorLevel"].(string)
-                //Isnil("monitorLevel",ok)
-            tmpinfo.UpdateTime,ok = source["updateTime"].(string)
-                //Isnil("updateTime",ok)
-            tmpinfo.Age,ok          =  source["age"].(string)
-                //Isnil("age", ok)
+		tmpinfo.PersonName, ok = source["personName"].(string)
+		//Isnil("personName", ok)
+		tmpinfo.PersonPicUrl, ok = source["personPicUrl"].(string)
+		//Isnil("personPicUrl", ok)
+		tmpinfo.PhoneNum, ok = source["phoneNum"].(string)
+		//Isnil("phoneNum", ok)
+		tmpinfo.Sex, ok = source["sex"].(string)
+		//Isnil("sex", ok)
+		tmpinfo.IdCard, ok = source["idCard"].(string)
+		//Isnil("idCard", ok)
+		tmpinfo.MonitorLevel, ok = source["monitorLevel"].(string)
+		//Isnil("monitorLevel",ok)
+		tmpinfo.UpdateTime, ok = source["updateTime"].(string)
+		//Isnil("updateTime",ok)
+		tmpinfo.Age, ok = source["age"].(string)
+		//Isnil("age", ok)
 
-            isDelete,ok  :=   source["isDelete"].(float64)
-            if ok {
-                tmpinfo.IsDelete= int32(isDelete)
-            }
-            //Isnil("isDelete", ok)
+		isDelete, ok := source["isDelete"].(float64)
+		if ok {
+			tmpinfo.IsDelete = int32(isDelete)
+		}
+		//Isnil("isDelete", ok)
 
-            enable,ok  :=   source["enable"].(float64)
-            if ok {
-                tmpinfo.Enable= int32(enable)
-            }
-            //Isnil("endTime", ok)
+		enable, ok := source["enable"].(float64)
+		if ok {
+			tmpinfo.Enable = int32(enable)
+		}
+		//Isnil("endTime", ok)
 
-            tmpinfo.Reserved,ok = source["reserved"].(string)
-                //Isnil("reserved",ok)
-            tmpinfo.PicDesc,ok = source["picDesc"].(string)
-                //Isnil("picDesc",ok)
-            tmpinfo.CreateTime,ok = source["createTime"].(string)
-                //Isnil("createTime",ok)
-            tmpinfo.CreateBy,ok = source["createBy"].(string)
-                //Isnil("createBy",ok)
+		tmpinfo.Reserved, ok = source["reserved"].(string)
+		//Isnil("reserved",ok)
+		tmpinfo.PicDesc, ok = source["picDesc"].(string)
+		//Isnil("picDesc",ok)
+		tmpinfo.CreateTime, ok = source["createTime"].(string)
+		//Isnil("createTime",ok)
+		tmpinfo.CreateBy, ok = source["createBy"].(string)
+		//Isnil("createBy",ok)
 
-            //鏍规嵁 tableid 鑾峰彇 tablename
-            //name, _:= Dbtablename(tmpinfo.TableId)
-            //tmpinfo.TableName= name
-            tmpinfos = append(tmpinfos, tmpinfo)
-        }
+		//鏍规嵁 tableid 鑾峰彇 tablename
+		//name, _:= Dbtablename(tmpinfo.TableId)
+		//tmpinfo.TableName= name
+		tmpinfos = append(tmpinfos, tmpinfo)
+	}
 
-        return tmpinfos
+	return tmpinfos
 }
 
 //瑙f瀽搴曞簱缁撴瀯
 func Dbtablebyid(sources []map[string]interface{}) (tmpinfos []protomsg.Dbtable) {
-    var ok bool
+	var ok bool
 
-    var tmpinfo protomsg.Dbtable
-    for _, source := range  sources{
+	var tmpinfo protomsg.Dbtable
+	for _, source := range sources {
 
-        tmpinfo.Id, ok    =   source["id"].(string)
-        if !ok {
-            continue
-        }
-        tmpinfo.TableName,ok  =   source["tableName"].(string)
-        //Isnil("tableName", ok)
-        tmpinfo.TableType,ok =  source["tableType"].(string)
-        //Isnil("tableType", ok)
-        tmpinfo.CreateBy,ok     =  source["createBy"].(string)
-        //Isnil("createBy", ok)
-        tmpinfo.TableDesc,ok  =   source["tableDesc"].(string)
-        //Isnil("tableDesc", ok)
-        tmpinfo.BwType,ok =  source["bwType"].(string)
-        //Isnil("bwType", ok)
-        tmpinfo.StartTime,ok     =  source["startTime"].(string)
-        //Isnil("startTime", ok)
-        tmpinfo.EndTime,ok  =   source["endTime"].(string)
-        //Isnil("endTime", ok)
+		tmpinfo.Id, ok = source["id"].(string)
+		if !ok {
+			continue
+		}
+		tmpinfo.TableName, ok = source["tableName"].(string)
+		//Isnil("tableName", ok)
+		tmpinfo.TableType, ok = source["tableType"].(string)
+		//Isnil("tableType", ok)
+		tmpinfo.CreateBy, ok = source["createBy"].(string)
+		//Isnil("createBy", ok)
+		tmpinfo.TableDesc, ok = source["tableDesc"].(string)
+		//Isnil("tableDesc", ok)
+		tmpinfo.BwType, ok = source["bwType"].(string)
+		//Isnil("bwType", ok)
+		tmpinfo.StartTime, ok = source["startTime"].(string)
+		//Isnil("startTime", ok)
+		tmpinfo.EndTime, ok = source["endTime"].(string)
+		//Isnil("endTime", ok)
 
-        isDelete,ok  :=   source["isDelete"].(float64)
-        if ok {
-            tmpinfo.IsDelete= int32(isDelete)
-        }
-        //Isnil("isDelete", ok)
+		isDelete, ok := source["isDelete"].(float64)
+		if ok {
+			tmpinfo.IsDelete = int32(isDelete)
+		}
+		//Isnil("isDelete", ok)
 
-        enable,ok  :=   source["enable"].(float64)
-        if ok {
-            tmpinfo.Enable= int32(enable)
-        }
-        //Isnil("endTime", ok)
+		enable, ok := source["enable"].(float64)
+		if ok {
+			tmpinfo.Enable = int32(enable)
+		}
+		//Isnil("endTime", ok)
 
-        tmpinfo.CreateTime,ok     =  source["createTime"].(string)
-        //Isnil("createTime", ok)
-        tmpinfo.UpdateTime,ok  =   source["updateTime"].(string)
-        //Isnil("updateTime", ok)
-        tmpinfo.IsForever,ok =  source["isForever"].(string)
-        //Isnil("isForever", ok)
-        tmpinfo.IsSync,ok =  source["isSync"].(string)
-        //Isnil("isSync", ok)
-        tmpinfo.AnalyServerId,ok     =  source["analyServerId"].(string)
-        //Isnil("analyServerId", ok)
+		tmpinfo.CreateTime, ok = source["createTime"].(string)
+		//Isnil("createTime", ok)
+		tmpinfo.UpdateTime, ok = source["updateTime"].(string)
+		//Isnil("updateTime", ok)
+		tmpinfo.IsForever, ok = source["isForever"].(string)
+		//Isnil("isForever", ok)
+		tmpinfo.IsSync, ok = source["isSync"].(string)
+		//Isnil("isSync", ok)
+		tmpinfo.AnalyServerId, ok = source["analyServerId"].(string)
+		//Isnil("analyServerId", ok)
 
-        tmpinfos = append(tmpinfos, tmpinfo)
-    }
+		tmpinfos = append(tmpinfos, tmpinfo)
+	}
 
-    return tmpinfos
+	return tmpinfos
 }
 
-func Sourcelist(buf []byte)(sources []map[string]interface{}, err error){
-    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{}")
-    }
+func FaceSourceAggregations(buf []byte, thresholdTime int, thresholdStayTime int) (sources []map[string]interface{}, err error) {
+	loc, err := time.LoadLocation("Asia/Shanghai")
+	if err != nil {
+		return nil, errors.New("鏃跺尯璁剧疆閿欒")
+	}
+	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
+	}
+	allSource := make([]map[string]interface{}, 0)
+	for _, inf := range buckets {
+		hitsSources := make([]map[string]interface{}, 0)
+		topAttentionHits := inf.(map[string]interface{})["top_attention_hits"].(map[string]interface{})
+		middleHits := topAttentionHits["hits"].(map[string]interface{})
+		finalHits := middleHits["hits"].([]interface{})
+		startTime := ""
+		indexLength := len(finalHits)
+		point := 0
+		for _, in := range finalHits {
+			point = point + 1
+			tmpHitSource := make(map[string]interface{})
+			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("鏃堕棿瑙f瀽閿欒")
+			}
 
-    middle, ok := out["hits"].(map[string]interface{})
-    if !ok {
-        return nil, errors.New("first hits change error!")
-    }
-    for _, in := range middle["hits"].([]interface{}){
-        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
-        }
-        sources  = append(sources, source )
-    }
-    return sources,nil
+			sTime := tmpTime
+			eTime := mTime.Add(time.Second * 1).Format("2006-01-02 15:04:05")
+			stayTime := 1.0
+			if startTime != "" && point <= indexLength {
+				sinTime, _ := time.ParseInLocation("2006-01-02 15:04:05", startTime, loc)
+				passTime := math.Abs(mTime.Sub(sinTime).Seconds())
+				hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+				//fmt.Println("passTime:   ", passTime)
+				if int(passTime) <= thresholdTime {
+					if point == indexLength {
+						hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+						realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+						stayTime = math.Abs(mTime.Sub(realStartTime).Seconds())
+						hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						startTime = ""
+					} else {
+						startTime = tmpTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+					}
+					continue
+				} else {
+					hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+					hitEndTime := hitsSources[len(hitsSources)-1]["endTime"].(string)
+					realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+					realEndTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitEndTime, loc)
+					stayTime = math.Abs(realEndTime.Sub(realStartTime).Seconds())
+					if sinTime.Sub(mTime).Seconds() == 0{
+						sinTime.Add(time.Second * 1)
+						sinTime.Format("2006-01-02 15:04:05")
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						stayTime = 1
+					} else if stayTime == 0{
+						stayTime = 1
+						hitsSources[len(hitsSources)-1]["endTime"] = realEndTime.Add(time.Second*1).Format("2006-01-02 15:04:05")
+					}
+					hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+					if point == indexLength {
+						stayTime = 1
+					}
+					startTime = ""
+				}
+			}
+			//fmt.Println("========================================================")
+			startTime = tmpTime
+			tmpHitSource["faceId"] = baseInfo["targetId"].(string)
+			if targetInfo["areaId"] == nil {
+				continue
+			}
+			tmpHitSource["areaId"] = targetInfo["areaId"].(string)
+			tmpHitSource["startTime"] = sTime
+			tmpHitSource["faceImg"] = targetInfo["picSmUrl"].(string)
+			tmpHitSource["endTime"] = eTime
+			tmpHitSource["stayTime"] = stayTime
+			hitsSources = append(hitsSources, tmpHitSource)
+		}
+		allSource = append(allSource, hitsSources...)
+	}
+	return allSource, nil
 }
 
-func Sourcelistforscroll(buf []byte)(datasource map[string]interface{}, err error){
+func SourceDeduplication(buf [] byte) ([]map[string]interface{}, error) {
+	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
+	}
+	faceId := make([]map[string]interface{}, 0)
+	for _, in := range buckets {
+		tmpInfo := make(map[string]interface{})
+		topAttentionHits := in.(map[string]interface{})["top_attention_hits"].(map[string]interface{})
+		middleHits := topAttentionHits["hits"].(map[string]interface{})
+		finalHits := middleHits["hits"].([]interface{})
+		tmpInfo["faceId"] = in.(map[string]interface{})["key"].(map[string]interface{})["faceId"].(string)
+		tmpInfo["lastTime"] = finalHits[0].(map[string]interface{})["_source"].(map[string]interface{})["picDate"].(string)
+		faceId = append(faceId, tmpInfo)
+	}
+	return faceId, nil
+}
+
+//瑙f瀽鑱氬悎璁℃暟缁撴瀯
+func SourceStatistics(buf [] byte) ([]map[string]interface{}, error) {
+	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
+	}
+	resultData := make([]map[string]interface{}, 0)
+	for _, pick := range buckets {
+		data := make(map[string]interface{}, 0)
+		data["areaId"] = pick.(map[string]interface{})["key"].(map[string]interface{})["areaId"].(string)
+		data["peopleNum"] = int(pick.(map[string]interface{})["doc_count"].(float64))
+		resultData = append(resultData, data)
+	}
+	return resultData, nil
+}
+
+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 {
+		return nil, errors.New("鏃跺尯璁剧疆閿欒")
+	}
+	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
+	}
+	allSource := make([]map[string]interface{}, 0)
+	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{})
+		//docCount := int(inf.(map[string]interface{})["doc_count"].(float64))
+		topAttentionHits := inf.(map[string]interface{})["top_attention_hits"].(map[string]interface{})
+		middleHits := topAttentionHits["hits"].(map[string]interface{})
+		finalHits := middleHits["hits"].([]interface{})
+		startTime := ""
+		indexLength := len(finalHits)
+		point := 0
+		for _, in := range finalHits {
+			point = point + 1
+			tmpHitSource := make(map[string]interface{})
+			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("鏃堕棿瑙f瀽閿欒")
+			}
+
+			sTime := tmpTime
+			eTime := mTime.Add(time.Second * 1).Format("2006-01-02 15:04:05")
+			stayTime := 1.0
+			if startTime != "" && point <= indexLength {
+				sinTime, _ := time.ParseInLocation("2006-01-02 15:04:05", startTime, loc)
+				passTime := math.Abs(mTime.Sub(sinTime).Seconds())
+				hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+				//fmt.Println("passTime:   ", passTime)
+				if passTime <= thresholdTime {
+					if point == indexLength {
+						hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+						realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+						stayTime = math.Abs(mTime.Sub(realStartTime).Seconds())
+						hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						startTime = ""
+					} else {
+						startTime = tmpTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+					}
+					continue
+				} else {
+					hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+					hitEndTime := hitsSources[len(hitsSources)-1]["endTime"].(string)
+					realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+					realEndTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitEndTime, loc)
+					stayTime = math.Abs(realEndTime.Sub(realStartTime).Seconds())
+					if sinTime.Sub(mTime).Seconds() == 0{
+						sinTime.Add(time.Second * 1)
+						sinTime.Format("2006-01-02 15:04:05")
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						stayTime = 1
+					} else if stayTime == 0{
+						stayTime = 1
+						hitsSources[len(hitsSources)-1]["endTime"] = realEndTime.Add(time.Second*1).Format("2006-01-02 15:04:05")
+					}
+					hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+					if point == indexLength {
+						stayTime = 1
+					}
+					startTime = ""
+				}
+			}
+			//fmt.Println("========================================================")
+			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)
+		}
+		allSource = append(allSource, hitsSources...)
+	}
+	count := len(allSource)
+	//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("鏃跺尯璁剧疆閿欒")
+	}
+	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{})
+		indexLength := len(finalHits)
+		point := 0
+		startTime := ""
+		//fmt.Println("finalHits: ",finalHits)
+		for _, in := range finalHits {
+			point = point + 1
+			tmpHitSource := make(map[string]interface{})
+			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("鏃堕棿瑙f瀽閿欒")
+			}
+
+			sTime := tmpTime
+			eTime := mTime.Add(time.Second * 1).Format("2006-01-02 15:04:05")
+			stayTime := 1.0
+			if startTime != "" && point <= indexLength {
+				sinTime, _ := time.ParseInLocation("2006-01-02 15:04:05", startTime, loc)
+				passTime := math.Abs(mTime.Sub(sinTime).Seconds())
+				hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+				//fmt.Println("passTime:   ", passTime)
+				if passTime <= thresholdTime {
+					if point == indexLength {
+						hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+						realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+						stayTime = math.Abs(mTime.Sub(realStartTime).Seconds())
+						hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						startTime = ""
+					} else {
+						startTime = tmpTime
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+					}
+					continue
+				} else {
+					hitStartTime := hitsSources[len(hitsSources)-1]["startTime"].(string)
+					hitEndTime := hitsSources[len(hitsSources)-1]["endTime"].(string)
+					realStartTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitStartTime, loc)
+					realEndTime, _ := time.ParseInLocation("2006-01-02 15:04:05", hitEndTime, loc)
+					stayTime = math.Abs(realEndTime.Sub(realStartTime).Seconds())
+					if sinTime.Sub(mTime).Seconds() == 0{
+						sinTime.Add(time.Second * 1)
+						sinTime.Format("2006-01-02 15:04:05")
+						hitsSources[len(hitsSources)-1]["endTime"] = tmpTime
+						stayTime = 1
+					} else if stayTime == 0{
+						stayTime = 1
+						hitsSources[len(hitsSources)-1]["endTime"] = realEndTime.Add(time.Second*1).Format("2006-01-02 15:04:05")
+					}
+					hitsSources[len(hitsSources)-1]["stayTime"] = stayTime
+					if point == indexLength {
+						stayTime = 1
+					}
+					startTime = ""
+				}
+			}
+			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
+}
+
+//瑙f瀽鎶撴媿搴撲汉鍛樼粨鏋�
+func PerSonAnalysis(preData []map[string]interface{}) (sources []map[string]interface{}, err error) {
+	loc, err := time.LoadLocation("Asia/Shanghai")
+	if err != nil {
+		return nil, errors.New("鏃跺尯璁剧疆閿欒")
+	}
+	for _, key := range preData {
+		source := make(map[string]interface{}, 0)
+		info := key
+		targetInfo := info["targetInfo"].([]interface{})[0].(map[string]interface{})
+		startTime := info["picDate"].(string)
+		endTime := info["updateTime"].(string)
+		source["personId"] = targetInfo["belongsTargetId"].(string)
+		source["cameraId"] = info["cameraId"].(string)
+		source["cameraName"] = info["cameraName"].(string)
+		source["cameraAddr"] = info["cameraAddr"].(string)
+		source["targetScore"] = int(targetInfo["targetScore"].(float64))
+		source["personRect"] = targetInfo["targetLocation"].(map[string]interface{})
+		source["startTime"] = startTime
+		pixMaxUrl := info["picMaxUrl"].([]interface{})
+		source["startBackGroundPicUrl"] = pixMaxUrl[0]
+		source["endTime"] = endTime
+		startT, _ := time.ParseInLocation("2006-01-02 15:04:05", startTime, loc)
+		endT, _ := time.ParseInLocation("2006-01-02 15:04:05", endTime, loc)
+		stayTime := endT.Sub(startT).Seconds()
+		source["stayTime"] = stayTime
+		source["endBackGroundPicUrl"] = pixMaxUrl[len(pixMaxUrl)-1]
+		if info["picWH"] != nil {
+			source["picWH"] = info["picWH"].(map[string]interface{})
+		}
+		sources = append(sources, source)
+	}
+
+	return sources, nil
+}
+
+func Sourcelist(buf []byte) (sources []map[string]interface{}, err error) {
+	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["hits"].(map[string]interface{})
+	if !ok {
+		return nil, errors.New("first hits change error!")
+	}
+	for _, in := range middle["hits"].([]interface{}) {
+		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
+		}
+		sources = append(sources, source)
+	}
+	return sources, nil
+}
+
+func Sourcelistforscroll(buf []byte) (datasource map[string]interface{}, err error) {
 	var data = make(map[string]interface{})
 	var info interface{}
 	json.Unmarshal(buf, &info)
@@ -394,8 +984,8 @@
 	if !ok {
 		return nil, errors.New("first hits change error!")
 	}
-	var sources  = make([]map[string]interface{},0)
-	for _, in := range middle["hits"].([]interface{}){
+	var sources = make([]map[string]interface{}, 0)
+	for _, in := range middle["hits"].([]interface{}) {
 		tmpbuf, ok := in.(map[string]interface{})
 		if !ok {
 			fmt.Println("change to source error!")
@@ -406,41 +996,108 @@
 			fmt.Println("change _source error!")
 			continue
 		}
-		sources  = append(sources, source )
+		sources = append(sources, source)
 	}
 
 	data["sourcelist"] = sources
 	data["scroll_id"] = scroll_id
-	return data,nil
+	return data, nil
+}
+
+func SourceCreated(buf []byte) (result bool, err error) {
+	var info interface{}
+	json.Unmarshal(buf, &info)
+	out, ok := info.(map[string]interface{})
+	if !ok {
+		return false, errors.New("http response interface can not change map[string]interface{}")
+	}
+
+	middle, ok := out["result"].(string)
+	if !ok {
+		return false, errors.New("first total change error!")
+	}
+	if middle == "created" || middle == "updated" {
+		result = true
+	}
+	return result, nil
+}
+
+func SourceDeleted(buf []byte) (total int, err error) {
+	var info interface{}
+	json.Unmarshal(buf, &info)
+	out, ok := info.(map[string]interface{})
+	if !ok {
+		return -1, errors.New("http response interface can not change map[string]interface{}")
+	}
+
+	middle, ok := out["deleted"].(float64)
+	if !ok {
+		return -1, errors.New("first total change error!")
+	}
+	total = int(middle)
+	return total, nil
+}
+
+func SourceUpdated(buf []byte) (total int, err error) {
+	var info interface{}
+	json.Unmarshal(buf, &info)
+	out, ok := info.(map[string]interface{})
+	if !ok {
+		return -1, errors.New("http response interface can not change map[string]interface{}")
+	}
+
+	middle, ok := out["updated"].(float64)
+	if !ok {
+		return -1, errors.New("first total change error!")
+	}
+	total = int(middle)
+	return total, nil
+}
+
+func SourceTotal(buf []byte) (total int, err error) {
+	var info interface{}
+	json.Unmarshal(buf, &info)
+	out, ok := info.(map[string]interface{})
+	if !ok {
+		return -1, errors.New("http response interface can not change map[string]interface{}")
+	}
+
+	middle, ok := out["hits"].(map[string]interface{})
+	if !ok {
+		return -1, errors.New("first total change error!")
+	}
+	tmp := middle["total"].(float64)
+	total = int(tmp)
+	return total, nil
 }
 
 func EsReq(method string, url string, parama []byte) (buf []byte, err error) {
-    //defer elapsed("page")()
-    timeout := time.Duration(10 * time.Second) 
-    client := http.Client{
-        Timeout: timeout,
-    }
-    request, err := http.NewRequest(method, url, bytes.NewBuffer(parama)) 
-    request.Header.Set("Content-type", "application/json")
+	//defer elapsed("page")()
+	timeout := time.Duration(100 * time.Second)
+	client := http.Client{
+		Timeout: timeout,
+	}
+	request, err := http.NewRequest(method, url, bytes.NewBuffer(parama))
+	request.Header.Set("Content-type", "application/json")
 
-    if err != nil {
-        fmt.Println("build request fail !")
-        return nil, err 
-    }
+	if err != nil {
+		fmt.Println("build request fail !")
+		return nil, err
+	}
 
-    resp, err := client.Do(request)
-    if err != nil{
-        fmt.Println("request error: ", err)
-        return nil, err 
-    }
+	resp, err := client.Do(request)
+	if err != nil {
+		fmt.Println("request error: ", err)
+		return nil, err
+	}
 
-    defer resp.Body.Close()
-    body, err := ioutil.ReadAll(resp.Body)
-    if err != nil {
-        fmt.Println(err) 
-        return nil , err
-    }
-    return body, nil
+	defer resp.Body.Close()
+	body, err := ioutil.ReadAll(resp.Body)
+	if err != nil {
+		fmt.Println(err)
+		return nil, err
+	}
+	return body, nil
 }
 
 // 璁$畻鏃堕棿

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