jy-data-extract/udpfilterdup/src/main.go

package main

/**
招标信息判重
**/

import (
	"encoding/json"
	"flag"
	"fmt"
	"github.com/cron"
	"log"
	mu "mfw/util"
	"net"
	"os"
	"qfw/util"
	"regexp"
	"sync"
	"time"

	"gopkg.in/mgo.v2/bson"
)

var (
	Sysconfig    map[string]interface{} //配置文件
	mconf        map[string]interface{} //mongodb配置信息
	mgo          *MongodbSim            //mongodb操作对象
	extract      string
	extract_back string
	udpclient    mu.UdpClient             //udp对象
	nextNode     []map[string]interface{} //下节点数组
	dupdays      = 5                      //初始化判重范围
	DM           *datamap                 //

	//正则筛选相关
	FilterRegTitle   = regexp.MustCompile("^_$")
	FilterRegTitle_0 = regexp.MustCompile("^_$")
	FilterRegTitle_1 = regexp.MustCompile("^_$")
	FilterRegTitle_2 = regexp.MustCompile("^_$")

	isMerger       bool                              //是否合并
	Is_Sort        bool                              //是否排序
	threadNum      int                               //线程数量
	SiteMap        map[string]map[string]interface{} //站点map
	LowHeavy       bool                              //低质量数据判重
	TimingTask     bool                              //是否定时任务
	timingSpanDay  int64                             //时间跨度
	timingPubScope int64                             //发布时间周期
	sid,eid,lastid string                     		 //测试人员判重使用
	IdType         bool   							 //默认object类型
)

func init() {
	return
	flag.StringVar(&lastid, "id", "", "最后加载id") //以小于等于此id开始加载最近几天的数据
	flag.StringVar(&sid, "sid", "", "开始id")
	flag.StringVar(&eid, "eid", "", "结束id")
	flag.Parse()
	//172.17.145.163:27080
	util.ReadConfig(&Sysconfig)
	nextNode = util.ObjArrToMapArr(Sysconfig["nextNode"].([]interface{}))
	mconf = Sysconfig["mongodb"].(map[string]interface{})
	mgo = &MongodbSim{
		MongodbAddr: mconf["addr"].(string),
		DbName:      mconf["db"].(string),
		Size:        util.IntAllDef(mconf["pool"], 10),
	}
	mgo.InitPool()
	extract = mconf["extract"].(string)
	extract_back = mconf["extract_back"].(string)

	dupdays = util.IntAllDef(Sysconfig["dupdays"], 3)
	//加载数据
	DM = NewDatamap(dupdays, lastid)
	FilterRegTitle = regexp.MustCompile(util.ObjToString(Sysconfig["specialwords"]))
	FilterRegTitle_0 = regexp.MustCompile(util.ObjToString(Sysconfig["specialtitle_0"]))
	FilterRegTitle_1 = regexp.MustCompile(util.ObjToString(Sysconfig["specialtitle_1"]))
	FilterRegTitle_2 = regexp.MustCompile(util.ObjToString(Sysconfig["specialtitle_2"]))
	isMerger = Sysconfig["isMerger"].(bool)
	Is_Sort = Sysconfig["isSort"].(bool)
	threadNum = util.IntAllDef(Sysconfig["threads"], 1)
	LowHeavy = Sysconfig["lowHeavy"].(bool)
	TimingTask = Sysconfig["timingTask"].(bool)
	timingSpanDay = util.Int64All(Sysconfig["timingSpanDay"])
	timingPubScope = util.Int64All(Sysconfig["timingPubScope"])

	//站点配置
	site := mconf["site"].(map[string]interface{})
	SiteMap = make(map[string]map[string]interface{}, 0)
	start := int(time.Now().Unix())
	sess_site := mgo.GetMgoConn()
	defer mgo.DestoryMongoConn(sess_site)
	res_site := sess_site.DB(site["dbname"].(string)).C(site["coll"].(string)).Find(map[string]interface{}{}).Sort("_id").Iter()
	for site_dict := make(map[string]interface{}); res_site.Next(&site_dict); {
		data_map := map[string]interface{}{
			"area":     util.ObjToString(site_dict["area"]),
			"city":     util.ObjToString(site_dict["city"]),
			"district": util.ObjToString(site_dict["district"]),
			"sitetype": util.ObjToString(site_dict["sitetype"]),
			"level":    util.ObjToString(site_dict["level"]),
			"weight":   util.ObjToString(site_dict["weight"]),
		}
		SiteMap[util.ObjToString(site_dict["site"])] = data_map
	}
	log.Printf("new站点加载用时：%d秒,%d个\n", int(time.Now().Unix())-start, len(SiteMap))
}

func mainT() {
	go checkMapJob()
	updport := Sysconfig["udpport"].(string)
	udpclient = mu.UdpClient{Local: updport, BufSize: 1024}
	udpclient.Listen(processUdpMsg)
	log.Println("Udp服务监听", updport)
	if TimingTask {
		go timedTaskDay()
	}

	time.Sleep(99999 * time.Hour)
}



//测试组人员使用
func main() {

	if TimingTask {
		log.Println("定时任务测试开始")
		go timedTaskDay()
		time.Sleep(99999 * time.Hour)
	} else {
		//2019年8月1日-8月17日  712646
		IdType = true
		sid = "5d41607aa5cb26b9b734fe30"
		eid = "5eb172e1f2c1a7850bad1c39"
		log.Println("正常判重测试开始")
		log.Println(sid, "---", eid)
		mapinfo := map[string]interface{}{}
		if sid == "" || eid == "" {
			log.Println("sid,eid参数不能为空")
			os.Exit(0)
		}
		mapinfo["gtid"] = sid
		mapinfo["lteid"] = eid
		//mapinfo["stop"] = "true"
		task([]byte{}, mapinfo)
		time.Sleep(99999 * time.Second)
	}
}
func processUdpMsg(act byte, data []byte, ra *net.UDPAddr) {
	fmt.Println("接受的段数据")
	switch act {
	case mu.OP_TYPE_DATA: //上个节点的数据
		//从表中开始处理
		var mapInfo map[string]interface{}
		err := json.Unmarshal(data, &mapInfo)
		log.Println("err:", err, "mapInfo:", mapInfo)
		if err != nil {
			udpclient.WriteUdp([]byte("err:"+err.Error()), mu.OP_NOOP, ra)
		} else if mapInfo != nil {
			taskType := util.ObjToString(mapInfo["stype"])
			if taskType == "normalTask" {
				//判重流程
				go task(data, mapInfo)
			} else {
				//其他
				go task(data, mapInfo)
			}
			key, _ := mapInfo["key"].(string)
			if key == "" {
				key = "udpok"
			}
			udpclient.WriteUdp([]byte(key), mu.OP_NOOP, ra)
		}
	case mu.OP_NOOP: //下个节点回应
		ok := string(data)
		if ok != "" {
			log.Println("ok:", ok)
			udptaskmap.Delete(ok)
		}
	}
}

//开始判重程序
func task(data []byte, mapInfo map[string]interface{}) {
	log.Println("开始数据判重")
	defer util.Catch()
	//区间id
	q := map[string]interface{}{
		"_id": map[string]interface{}{
			"$gt":  StringTOBsonId(mapInfo["gtid"].(string)),
			"$lte": StringTOBsonId(mapInfo["lteid"].(string)),
		},
	}
	if IdType {
		q = map[string]interface{}{
			"_id": map[string]interface{}{
				"$gt":  mapInfo["gtid"].(string),
				"$lte": mapInfo["lteid"].(string),
			},
		}
	}
	log.Println(mgo.DbName, extract, q)
	sess := mgo.GetMgoConn()
	defer mgo.DestoryMongoConn(sess)

	//是否排序
	it := sess.DB(mgo.DbName).C(extract).Find(&q).Sort("_id").Iter()
	if Is_Sort {
		log.Println("排序：publishtime")
		it = sess.DB(mgo.DbName).C(extract).Find(&q).Sort("publishtime").Iter()
	}
	updateExtract := [][]map[string]interface{}{}
	log.Println("线程数：", threadNum)
	pool := make(chan bool, threadNum)
	wg := &sync.WaitGroup{}
	n, repeateN := 0, 0

	for tmp := make(map[string]interface{}); it.Next(&tmp); n++ {
		if n%10000 == 0 {
			log.Println("current:", n, tmp["_id"], "repeateN:", repeateN)
		}
		if util.IntAll(tmp["repeat"]) == 1 || util.IntAll(tmp["repeat"]) == -1 {
			tmp = make(map[string]interface{})
			repeateN++
			continue
		}
		pool <- true
		wg.Add(1)
		go func(tmp map[string]interface{}) {
			defer func() {
				<-pool
				wg.Done()
			}()
			info := NewInfo(tmp)
			if !LowHeavy { //是否进行低质量数据判重
				if invalidData(info.buyer, info.projectname, info.projectcode, info.contractnumber) {
					updateExtract = append(updateExtract, []map[string]interface{}{
						map[string]interface{}{
							"_id": tmp["_id"],
						},
						map[string]interface{}{
							"$set": map[string]interface{}{
								"repeat": -1, //无效数据标签
							},
						},
					})
					if len(updateExtract) > 500 {
						mgo.UpSertBulk(extract, updateExtract...)
						updateExtract = [][]map[string]interface{}{}
					}
					return
				}
			}

			b, source, reason := DM.check(info)
			if b { //有重复,生成更新语句，更新抽取和更新招标
				repeateN++
				var is_replace = false
				var mergeArr = []int64{}                    //更改合并数组记录
				var newData = &Info{}                       //更换新的数据池数据
				var repeat_idMap = map[string]interface{}{} //记录判重的
				var merge_idMap = map[string]interface{}{}  //记录合并的
				repeat_idMap["_id"] = StringTOBsonId(info.id)
				if IdType {
					repeat_idMap["_id"] = info.id
				}
				merge_idMap["_id"] = StringTOBsonId(source.id)
				repeat_id := source.id //初始化一个数据

				if isMerger { //合并相关
					basic_bool := basicDataScore(source, info)
					if basic_bool {
						//已原始数据为标准 - 对比数据打判重标签-
						newData, mergeArr, is_replace = mergeDataFields(source, info)
						DM.replaceSourceData(newData, source) //替换
						//对比数据打重复标签的id,原始数据id的记录
						repeat_idMap["_id"] = StringTOBsonId(info.id)
						merge_idMap["_id"] = StringTOBsonId(source.id)

						if IdType {
							repeat_idMap["_id"] = info.id
							merge_idMap["_id"] = source.id
						}
						repeat_id = source.id
					} else {
						//已对比数据为标准 ，数据池的数据打判重标签
						newData, mergeArr, is_replace = mergeDataFields(info, source)
						DM.replaceSourceData(newData, source) //替换
						//原始数据打重复标签的id,   对比数据id的记录
						repeat_idMap["_id"] = StringTOBsonId(source.id)
						merge_idMap["_id"] = StringTOBsonId(info.id)
						if IdType {
							repeat_idMap["_id"] = source.id
							merge_idMap["_id"] = info.id
						}
						repeat_id = info.id
					}

					merge_map := make(map[string]interface{}, 0)
					if is_replace { //有过合并-更新数据
						merge_map = map[string]interface{}{
							"$set": map[string]interface{}{
								"merge": newData.mergemap,
							},
						}
						//更新合并后的数据
						for _, value := range mergeArr {
							if value == 0 {
								merge_map["$set"].(map[string]interface{})["area"] = newData.area
								merge_map["$set"].(map[string]interface{})["city"] = newData.city
							} else if value == 1 {
								merge_map["$set"].(map[string]interface{})["area"] = newData.area
								merge_map["$set"].(map[string]interface{})["city"] = newData.city
							} else if value == 2 {
								merge_map["$set"].(map[string]interface{})["projectname"] = newData.projectname
							} else if value == 3 {
								merge_map["$set"].(map[string]interface{})["projectcode"] = newData.projectcode
							} else if value == 4 {
								merge_map["$set"].(map[string]interface{})["buyer"] = newData.buyer
							} else if value == 5 {
								merge_map["$set"].(map[string]interface{})["budget"] = newData.budget
							} else if value == 6 {
								merge_map["$set"].(map[string]interface{})["winner"] = newData.winner
							} else if value == 7 {
								merge_map["$set"].(map[string]interface{})["bidamount"] = newData.bidamount
							} else if value == 8 {
								merge_map["$set"].(map[string]interface{})["bidopentime"] = newData.bidopentime
							} else if value == 9 {
								merge_map["$set"].(map[string]interface{})["contractnumber"] = newData.contractnumber
							} else if value == 10 {
								merge_map["$set"].(map[string]interface{})["publishtime"] = newData.publishtime
							} else if value == 11 {
								merge_map["$set"].(map[string]interface{})["agency"] = newData.agency
							} else {
							}
						}
						//模板数据更新
						updateExtract = append(updateExtract, []map[string]interface{}{
							merge_idMap,
							merge_map,
						})
					}
				} else { //高质量数据
					basic_bool := basicDataScore(source, info)
					if !basic_bool {
						DM.replaceSourceData(info, source) //替换
						repeat_idMap["_id"] = StringTOBsonId(source.id)
						if IdType {
							repeat_idMap["_id"] = source.id
						}
						repeat_id = info.id
					}
				}


				log.Println("最终结果","目标id:",repeat_idMap["_id"])


				//重复数据打标签
				updateExtract = append(updateExtract, []map[string]interface{}{
					repeat_idMap,
					map[string]interface{}{
						"$set": map[string]interface{}{
							"repeat":        1,
							"repeat_reason": reason,
							"repeat_id":     repeat_id,
						},
					},
				})

			}
		}(tmp)
		if len(updateExtract) > 500 {
			mgo.UpSertBulk(extract, updateExtract...)
			updateExtract = [][]map[string]interface{}{}
		}
		tmp = make(map[string]interface{})
	}
	wg.Wait()
	if len(updateExtract) > 0 {
		mgo.UpSertBulk(extract, updateExtract...)
	}
	log.Println("this task over.", n, "repeateN:", repeateN, mapInfo["stop"])

	//任务完成，开始发送广播通知下面节点
	if n > repeateN && mapInfo["stop"] == nil {
		log.Println("判重任务完成发送udp")
		for _, to := range nextNode {
			sid, _ := mapInfo["gtid"].(string)
			eid, _ := mapInfo["lteid"].(string)
			key := sid + "-" + eid + "-" + util.ObjToString(to["stype"])
			by, _ := json.Marshal(map[string]interface{}{
				"gtid":  sid,
				"lteid": eid,
				"stype": util.ObjToString(to["stype"]),
				"key":   key,
			})
			addr := &net.UDPAddr{
				IP:   net.ParseIP(to["addr"].(string)),
				Port: util.IntAll(to["port"]),
			}
			node := &udpNode{by, addr, time.Now().Unix(), 0}
			udptaskmap.Store(key, node)
			udpclient.WriteUdp(by, mu.OP_TYPE_DATA, addr)
		}
	}
}

//定时任务
func timedTaskDay() {
	log.Println("部署定时任务")
	c := cron.New()
	c.AddFunc("0 0 1 * * ?", func() { movedata() })      //每天凌晨1点执行一次
	c.AddFunc("0 0 */4 * * ?", func() { timedTaskOnce() }) //每天凌晨2点执行一次
	c.Start()
	//timedTaskOnce()
}
func timedTaskOnce() {

	log.Println("开始一次定时任务")
	defer util.Catch()
	//当前时间-8   -4 小时
	now := time.Now()
	log.Println(now)
	preTime := time.Date(now.Year(), now.Month(), now.Day(), now.Hour()-8, 0, 0, 0, time.Local)
	curTime := time.Date(now.Year(), now.Month(), now.Day(), now.Hour()-4, 0, 0, 0, time.Local)
	log.Println(preTime,curTime)
	task_sid := util.BsonIdToSId(bson.NewObjectIdWithTime(preTime))
	task_eid := util.BsonIdToSId(bson.NewObjectIdWithTime(curTime))
	between_time := curTime.Unix() - (86400 * timingPubScope)
	log.Println("id区间：",task_sid, task_eid,"时间：", between_time)
	//区间id
	q_start := map[string]interface{}{
		"_id": map[string]interface{}{
			"$gte": StringTOBsonId(task_sid),
			"$lte": StringTOBsonId(task_eid),
		},
	}
	sess := mgo.GetMgoConn()
	defer mgo.DestoryMongoConn(sess)
	it_start := sess.DB(mgo.DbName).C(extract).Find(&q_start).Sort("publishtime").Iter()
	num,oknum, deterTime:= int64(0),int64(0),int64(0) //计数
	updateExtract := [][]map[string]interface{}{}//批量更新mongo数组
	pendAllArr:=[][]map[string]interface{}{}//待处理数组
	dayArr := []map[string]interface{}{}
	for tmp := make(map[string]interface{}); it_start.Next(&tmp); num++ {
		if num%10000 == 0 {
			log.Println("正序遍历:", num)
		}
		//取-符合-发布时间半年内的数据
		if util.IntAll(tmp["dataging"]) == 1 {
			pubtime := util.Int64All(tmp["publishtime"])
			if pubtime > 0 && pubtime >= between_time {
				oknum++
				if deterTime==0 {
					log.Println("找到第一条符合条件的数据")
					deterTime = util.Int64All(tmp["publishtime"])
					dayArr = append(dayArr,tmp)
				}else {
					if pubtime-deterTime >timingSpanDay*86400 {
						//新数组重新构建，当前组数据加到全部组数据
						pendAllArr = append(pendAllArr,dayArr)
						dayArr = []map[string]interface{}{}
						deterTime = util.Int64All(tmp["publishtime"])
						dayArr = append(dayArr,tmp)
					}else {
						dayArr = append(dayArr,tmp)
					}
				}
			}else {
				//不在两年内的也清标记
				updateExtract = append(updateExtract, []map[string]interface{}{
					map[string]interface{}{
						"_id": tmp["_id"],
					},
					map[string]interface{}{
						"$set": map[string]interface{}{
							"dataging": 0,
						},
					},
				})
				if len(updateExtract) > 50 {
					mgo.UpSertBulk(extract, updateExtract...)
					updateExtract = [][]map[string]interface{}{}
				}

			}
		}
		tmp = make(map[string]interface{})
	}


	//批量更新标记
	if len(updateExtract) > 0 {
		mgo.UpSertBulk(extract, updateExtract...)
		updateExtract = [][]map[string]interface{}{}
	}

	if len(dayArr)>0 {
		pendAllArr = append(pendAllArr,dayArr)
		dayArr = []map[string]interface{}{}
	}

	log.Println("查询数量：",num,"符合条件：",oknum)

	if len(pendAllArr) <= 0 {
		log.Println("没找到dataging==1的数据")
		return
	}

	//测试分组数量是否正确
	testNum:=0
	for k,v:=range pendAllArr {
		log.Println("第",k,"组--","数量：",len(v))
		testNum = testNum+len(v)
	}
	log.Println("本地构建分组完成:",len(pendAllArr),"组","测试-总计数量：",testNum)

	n, repeateN := 0, 0
	for k,v:=range pendAllArr {
		//构建当前组的数据池
		log.Println("构建第",k,"组---（数据池）")
		DM = TimedTaskDatamap(dupdays, util.Int64All(v[0]["publishtime"]))
		log.Println("开始遍历判重第",k,"组  共计数量：",len(v))
		n = n+len(v)
		log.Println("统计目前总数量：",n,"重复数量：",repeateN)
		for _,tmp:=range v {
			info := NewInfo(tmp)
			if !LowHeavy { //是否进行低质量数据判重
				if invalidData(info.buyer, info.projectname, info.projectcode, info.contractnumber) {
					log.Println("无效数据")
					updateExtract = append(updateExtract, []map[string]interface{}{
						map[string]interface{}{
							"_id": tmp["_id"],
						},
						map[string]interface{}{
							"$set": map[string]interface{}{
								"repeat":   -1, //无效数据标签
								"dataging": 0,
							},
						},
					})
					if len(updateExtract) > 50 {
						mgo.UpSertBulk(extract, updateExtract...)
						updateExtract = [][]map[string]interface{}{}
					}
					continue
				}
			}
			b, source, reason := DM.check(info)
			if b { //有重复,生成更新语句，更新抽取和更新招标
				log.Println("判重结果", b, reason,"目标id",info.id)
				repeateN++
				//重复数据打标签
				updateExtract = append(updateExtract, []map[string]interface{}{
					map[string]interface{}{
						"_id": tmp["_id"],
					},
					map[string]interface{}{
						"$set": map[string]interface{}{
							"repeat":        1,
							"repeat_reason": reason,
							"repeat_id":     source.id,
							"dataging":      0,
						},
					},
				})
			}else {
				updateExtract = append(updateExtract, []map[string]interface{}{
					map[string]interface{}{
						"_id": tmp["_id"],
					},
					map[string]interface{}{
						"$set": map[string]interface{}{
							"dataging": 0,//符合条件的都为dataging==0
						},
					},
				})
			}
			if len(updateExtract) > 50 {
				mgo.UpSertBulk(extract, updateExtract...)
				updateExtract = [][]map[string]interface{}{}
			}
		}
	}



	if len(updateExtract) > 0 {
		mgo.UpSertBulk(extract, updateExtract...)
		updateExtract = [][]map[string]interface{}{}
	}
	log.Println("this timeTask over.", n, "repeateN:", repeateN)

	//任务完成，开始发送广播通知下面节点 发udp 去升索引待定 + 合并
	if n > repeateN {
		for _, to := range nextNode {
			next_sid := util.BsonIdToSId(task_sid)
			next_eid := util.BsonIdToSId(task_eid)
			key := next_sid + "-" + next_eid + "-" + util.ObjToString(to["stype"])
			by, _ := json.Marshal(map[string]interface{}{
				"gtid":  next_sid,
				"lteid": next_eid,
				"stype": util.ObjToString(to["stype"]),
				"key":   key,
			})
			addr := &net.UDPAddr{
				IP:   net.ParseIP(to["addr"].(string)),
				Port: util.IntAll(to["port"]),
			}
			node := &udpNode{by, addr, time.Now().Unix(), 0}
			udptaskmap.Store(key, node)
			udpclient.WriteUdp(by, mu.OP_TYPE_DATA, addr)
		}
	}
}

//合并字段-并更新merge字段的值
func mergeDataFields(source *Info, info *Info) (*Info, []int64, bool) {

	merge_recordMap := make(map[string]interface{}, 0)
	mergeArr := make([]int64, 0)
	//是否替换数据了-记录原始的数据
	is_replace := false
	//1、城市
	if source.area == "" || source.area == "全国" {
		//为空
		if info.area != "全国" && info.area != "" {
			merge_recordMap["area"] = source.area
			merge_recordMap["city"] = source.city
			source.area = info.area
			source.city = info.city
			mergeArr = append(mergeArr, 1)
			is_replace = true
		}
	} else {
		//不为空-查看站点相关-有值必替换
		if source.is_site {
			//是站点替换的城市
			merge_recordMap["site_area"] = source.area
			merge_recordMap["site_city"] = source.city
			mergeArr = append(mergeArr, 0)
			is_replace = true
			source.is_site = false

		}
	}
	//2、项目名称
	if source.projectname == "" && info.projectname != "" {
		merge_recordMap["projectname"] = source.projectname
		source.projectname = info.projectname
		mergeArr = append(mergeArr, 2)
		is_replace = true
	}
	//3、项目编号
	if source.projectcode == "" && info.projectcode != "" {
		merge_recordMap["projectcode"] = source.projectcode
		source.projectcode = info.projectcode
		mergeArr = append(mergeArr, 3)
		is_replace = true
	}
	//4、采购单位
	if source.buyer == "" && info.buyer != "" {
		merge_recordMap["buyer"] = source.buyer
		source.buyer = info.buyer
		mergeArr = append(mergeArr, 4)
		is_replace = true
	}
	//5、预算
	if source.budget == 0 && info.budget != 0 {
		merge_recordMap["budget"] = source.budget
		source.budget = info.budget
		mergeArr = append(mergeArr, 5)
		is_replace = true
	}
	//6、中标单位
	if source.winner == "" && info.winner != "" {
		merge_recordMap["winner"] = source.winner
		source.winner = info.winner
		mergeArr = append(mergeArr, 6)
		is_replace = true
	}
	//7、中标金额
	if source.bidamount == 0 && info.bidamount != 0 {
		merge_recordMap["bidamount"] = source.bidamount
		source.bidamount = info.bidamount
		mergeArr = append(mergeArr, 7)
		is_replace = true
	}
	//8、开标时间-地点
	if source.bidopentime == 0 && info.bidopentime != 0 {
		merge_recordMap["bidopentime"] = source.bidopentime
		source.bidopentime = info.bidopentime
		mergeArr = append(mergeArr, 8)
		is_replace = true
	}

	//9、合同编号
	if source.contractnumber == "" && info.contractnumber != "" {
		merge_recordMap["contractnumber"] = source.contractnumber
		source.contractnumber = info.contractnumber
		mergeArr = append(mergeArr, 9)
		is_replace = true
	}

	//10、发布时间
	if source.publishtime == 0 && info.publishtime != 0 {
		merge_recordMap["publishtime"] = source.publishtime
		source.publishtime = info.publishtime
		mergeArr = append(mergeArr, 10)
		is_replace = true
	}
	//11、代理机构
	if source.agency == "" && info.agency != "" {
		merge_recordMap["agency"] = source.agency
		source.agency = info.agency
		mergeArr = append(mergeArr, 11)
		is_replace = true
	}

	if is_replace { //有过替换更新
		//总次数+1
		source.mergemap["total_num"] = util.Int64All(source.mergemap["total_num"]) + 1
		merge_recordMap["num"] = util.Int64All(source.mergemap["total_num"])
		//和哪一个数据id进行非空替换的-记录
		key := info.id
		source.mergemap[key] = merge_recordMap
	}

	//待进一步优化
	return source, mergeArr, is_replace
}

//权重评估
func basicDataScore(v *Info, info *Info) bool {

	/*
	  权重评估
	  网站优先级判定规则：
	  1、中央>省>市>县区
	  2、政府采购>公共资源>采购单位官网>招标代理公司/平台
	*/
	v_score, info_score := -1, -1
	dict_v := SiteMap[v.site]
	dict_info := SiteMap[info.site]
	//先判断level
	if dict_v != nil {
		v_level := util.ObjToString(dict_v["level"])
		if v_level == "国家" {
			v_score = 4
		} else if v_level == "省级" {
			v_score = 3
		} else if v_level == "市级" {
			v_score = 2
		} else if v_level == "县区" {
			v_score = 1
		} else if v_level == "" {
		} else {
			v_score = 0
		}
	}

	if dict_info != nil {
		info_level := util.ObjToString(dict_info["level"])
		if info_level == "国家" {
			info_score = 4
		} else if info_level == "省级" {
			info_score = 3
		} else if info_level == "市级" {
			info_score = 2
		} else if info_level == "县区" {
			info_score = 1
		} else if info_level == "" {

		} else {
			v_score = 0
		}
	}

	if v_score > info_score {
		return true
	}
	if v_score < info_score {
		return false
	}

	//判断sitetype
	if dict_v != nil {
		v_sitetype := util.ObjToString(dict_v["sitetype"])
		if v_sitetype == "政府采购" {
			v_score = 4
		} else if v_sitetype == "公共资源" {
			v_score = 3
		} else if v_sitetype == "官方网站"|| v_sitetype == "政府门户" {
			v_score = 2
		} else if v_sitetype == "社会公共招标平台" || v_sitetype == "企业招标平台" {
			v_score = 1
		} else if v_sitetype == "" {
		} else {
			v_score = 0
		}
	}

	if dict_info != nil {
		info_sitetype := util.ObjToString(dict_info["sitetype"])
		if info_sitetype == "政府采购" {
			info_score = 4
		} else if info_sitetype == "公共资源" {
			info_score = 3
		} else if info_sitetype == "官方网站"|| info_sitetype == "政府门户" {
			info_score = 2
		} else if info_sitetype == "社会公共招标平台" || info_sitetype == "企业招标平台" {
			info_score = 1
		} else if info_sitetype == "" {
		} else {
			info_score = 0
		}
	}

	if v_score > info_score {
		return true
	}
	if v_score < info_score {
		return false
	}

	if v_score == info_score {//同sitetype 情况下   分析weight
		v_weight := util.IntAll(dict_v["weight"])
		info_weight := util.IntAll(dict_info["weight"])
		if v_weight>info_weight {
			return true
		}
		if info_weight>v_weight {
			return false
		}
	}

	//网站评估
	m, n := 0, 0
	if v.projectname != "" {
		m++
	}
	if v.buyer != "" {
		m++
	}
	if v.projectcode != "" || v.contractnumber != "" {
		m++
	}
	if v.budget != 0 {
		m++
	}
	if v.bidamount != 0 {
		m++
	}
	if v.winner != "" {
		m++
	}
	if v.bidopentime != 0 {
		m++
	}
	if v.bidopenaddress != "" {
		m++
	}
	if v.agency != "" {
		m = m + 2
	}
	if v.city != "" {
		m = m + 2
	}

	if info.projectname != "" {
		n++
	}
	if info.buyer != "" {
		n++
	}
	if info.projectcode != "" || info.contractnumber != "" {
		n++
	}
	if info.budget != 0 {
		n++
	}
	if info.bidamount != 0 {
		n++
	}
	if info.winner != "" {
		n++
	}
	if info.bidopentime != 0 {
		n++
	}
	if info.bidopenaddress != "" {
		n++
	}
	if info.agency != "" {
		n = n + 2
	}
	if info.city != "" {
		n = n + 2
	}

	if m > n {
		return true
	} else if m == n {
		if v.publishtime >= info.publishtime {
			return true
		} else {
			return false
		}
	} else {
		return false
	}
}

//无效数据
func invalidData(d1 string, d2 string, d3 string, d4 string) bool {
	var n int
	if d1 != "" {
		n++
	}
	if d2 != "" {
		n++
	}
	if d3 != "" {
		n++
	}
	if d4 != "" {
		n++
	}
	if n == 0 {
		return true
	}
	return false
}

//迁移数据dupdays+5之前的数据
func movedata() {
	sess := mgo.GetMgoConn()
	defer mgo.DestoryMongoConn(sess)
	year, month, day := time.Now().Date()
	q := map[string]interface{}{
		"comeintime": map[string]interface{}{
			"$lt": time.Date(year, month, day, 0, 0, 0, 0, time.Local).Add(-time.Duration(dupdays) * 24 * time.Hour).Unix(),
		},
	}
	log.Println(q)
	it := sess.DB(mgo.DbName).C(extract).Find(&q).Iter()
	index := 0
	for tmp := make(map[string]interface{}); it.Next(&tmp); index++ {
		mgo.Save(extract_back, tmp)
		tmp = map[string]interface{}{}
		if index%1000 == 0 {
			log.Println("index", index)
		}
	}
	log.Println("save to", extract_back, " ok index", index)
	delnum := mgo.Delete(extract, q)
	log.Println("remove from ", extract, delnum)
}