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

package extract

import (
	"bytes"
	"encoding/json"
	"fmt"
	"jy/clear"
	db "jy/mongodbutil"
	"jy/pretreated"
	ju "jy/util"
	qu "qfw/util"
	"qfw/util/redis"
	"regexp"
	"sort"
	"strconv"
	"strings"
	"sync"
	"time"
	"unicode/utf8"

	log "github.com/donnie4w/go-logger/logger"
	"gopkg.in/mgo.v2/bson"
)

var (
	lock, lockrule, lockclear, locktag, blocktag sync.RWMutex

	cut           = ju.NewCut()                          //获取正文并清理
	ExtLogs       map[*TaskInfo][]map[string]interface{} //抽取日志
	TaskList      map[string]*ExtractTask                //任务列表
	ClearTaskList map[string]*ClearTask                  //清理任务列表
	saveLimit     = 100                                  //抽取日志批量保存
	PageSize      = 5000                                 //查询分页
	Fields        = `{"title":1,"summary":1,"detail":1,"contenthtml":1,"site":1,"spidercode":1,"toptype":1,"subtype":1,"bidstatus":1,"area":1,"city":1,"comeintime":1,"publishtime":1,"sensitive":1,"projectinfo":1,"jsondata":1,"href":1,"infoformat":1,"attach_text":1,"dataging":1,"review_experts":1,"purchasing":1}`
	//Fields        = `{"title":1,"summary":1,"detail":1,"contenthtml":1,"site":1,"spidercode":1,"toptype":1,"subtype":1,"bidstatus":1,"area":1,"city":1,"comeintime":1,"publishtime":1,"sensitive":1,"projectinfo":1,"jsondata":1,"href":1,"infoformat":1,"attach_text":1,"dataging":1,"new_attach_text":1,"createtime":1,"currency":1,"id":1,"company_email":1,"buyerclass":1,"tagname":1,"company_phone":1,"appid":1,"industry":1,"projectscope":1,"item":1,"s_subscopeclass":1,"matchkey":1,"jybxhref":1,"legal_person":1,"matchtype":1,"review_experts":1,"purchasing":1}`
	Fields2 = `{"budget":1,"bidamount":1,"title":1,"projectname":1,"winner":1}`
)

//启动测试抽取
func StartExtractTestTask(taskId, startId, num, resultcoll, trackcoll string) bool {
	defer qu.Catch()
	ext := TaskList[taskId]
	if ext == nil {
		ext = &ExtractTask{}
		ext.Id = taskId
		ext.InitTestTaskInfo(resultcoll, trackcoll)
		ext.IsRun = true
		ext.TaskInfo.FDB = db.MgoFactory(1, 3, 120, ext.TaskInfo.FromDbAddr, ext.TaskInfo.FromDB)
	}
	ext.InitSite()
	ext.InitRulePres()
	ext.InitRuleBacks(false)
	ext.InitRuleBacks(true)
	ext.InitRuleCore(false)
	ext.InitRuleCore(true)
	ext.InitPkgCore()
	ext.InitBlockRule()
	ext.InfoTypeList()
	ext.InitTag(false)
	ext.InitTag(true)
	ext.InitClearFn(false)
	ext.InitClearFn(true)
	ext.Lock()
	if ext.IsExtractCity { //版本上控制是否开始城市抽取
		//初始化城市DFA信息
		ext.InitCityInfo()
		//ext.InitCityDFA()
		ext.InitAreaCode()
		ext.InitPostCode()
	}
	ext.Unlock()
	//质量审核
	ext.InitAuditFields()
	ext.InitAuditRule()
	ext.InitAuditClass()
	ext.InitAuditRecogField()

	//品牌抽取是否开启
	ju.IsBrandGoods, _ = ju.Config["brandgoods"].(bool)
	//价格个数抽取是否开启
	ju.IsPriceNumber, _ = ju.Config["pricenumber"].(bool)
	//附件抽取是否开启
	ext.InitFile()
	ext.TaskInfo.TestColl = resultcoll
	TaskList[taskId] = ext
	return RunExtractTestTask(ext, startId, num)
}

func IdTrans(startId string) bson.ObjectId {
	defer qu.Catch()
	return bson.ObjectIdHex(startId)
}

//开始测试任务抽取
func RunExtractTestTask(ext *ExtractTask, startId, num string) bool {
	n, _ := strconv.Atoi(num)
	id := IdTrans(startId)
	if id.Valid() {
		query := bson.M{"_id": bson.M{"$gte": bson.ObjectIdHex(startId)}}
		list, _ := ext.TaskInfo.FDB.Find(ext.TaskInfo.FromColl, query, nil, Fields, false, 0, n)
		for _, v := range *list {
			//if qu.ObjToString(v["sensitive"]) != ""||ggtest.MatchString(qu.ObjToString(v[""])) { //去除含敏感词数据
			//	continue
			//}
			if qu.ObjToString(v["spidercode"]) == "a_gjggzyjypt_gcjs_kbjl" { //临时
				continue
			}
			var j, jf *ju.Job
			var isSite bool
			if ext.IsFileField && (v["projectinfo"] != nil || v["attach_text"] != nil) {
				v["isextFile"] = true
				j, jf, isSite = ext.PreInfo(v)
			} else {
				j, _, isSite = ext.PreInfo(v)
			}
			go ext.ExtractProcess(j, jf, isSite)
			ext.TaskInfo.ProcessPool <- true
		}
		return true
	} else {
		return false
	}
}

//启动抽取
func StartExtractTaskId(taskId string) bool {
	defer qu.Catch()
	isgo := false
	ext := TaskList[taskId]
	if ext == nil {
		ext = &ExtractTask{}
		ext.Id = taskId
		ext.InitTaskInfo()
		isgo = true
	} else {
		ext.Id = taskId
		ext.InitTaskInfo()
	}
	ext.TaskInfo.FDB = db.MgoFactory(3, 5, 600, ext.TaskInfo.FromDbAddr, ext.TaskInfo.FromDB)
	ext.TaskInfo.TDB = db.MgoFactory(3, 5, 600, ext.TaskInfo.ToDbAddr, ext.TaskInfo.ToDB)
	ext.InitSite()
	ext.InitRulePres()
	ext.InitRuleBacks(false)
	ext.InitRuleBacks(true)
	ext.InitRuleCore(false)
	ext.InitRuleCore(true)
	ext.InitPkgCore()
	ext.InitBlockRule()
	ext.InfoTypeList()
	ext.InitTag(false)
	ext.InitTag(true)
	ext.InitClearFn(false)
	ext.InitClearFn(true)
	ext.Lock()
	if ext.IsExtractCity { //版本上控制是否开始城市抽取
		//初始化城市DFA信息
		//ext.InitCityDFA()
		ext.InitCityInfo()
		ext.InitAreaCode()
		ext.InitPostCode()
	}
	ext.Unlock()
	//质量审核
	ext.InitAuditFields()
	ext.InitAuditRule()
	ext.InitAuditClass()
	ext.InitAuditRecogField()

	//品牌抽取是否开启
	ju.IsBrandGoods, _ = ju.Config["brandgoods"].(bool)
	//价格个数抽取是否开启
	ju.IsPriceNumber, _ = ju.Config["pricenumber"].(bool)
	//附件抽取是否开启
	ext.InitFile()

	ext.IsRun = true
	go ext.ResultSave(true)
	go ext.BidSave(true)
	if isgo {
		go RunExtractTask(taskId)
	}
	TaskList[taskId] = ext
	return true
}

//停止抽取
func StopExtractTaskId(taskId string) bool {
	defer qu.Catch()
	ext := TaskList[taskId]
	if ext != nil {
		ext.IsRun = false
		TaskList[taskId] = ext
	}
	//更新task.s_extlastid
	db.Mgo.UpdateById("task", taskId, `{"$set":{"s_extlastid":"`+ext.TaskInfo.LastExtId+`"}}`)
	return true
}

//开始抽取
func RunExtractTask(taskId string) {
	defer qu.Catch()
	ext := TaskList[taskId]
	query := bson.M{"_id": bson.M{"$gte": bson.ObjectIdHex(ext.TaskInfo.LastExtId)}}
	count := ext.TaskInfo.FDB.Count(ext.TaskInfo.FromColl, query)
	pageNum := (count + PageSize - 1) / PageSize
	limit := PageSize
	if count < PageSize {
		limit = count
	}
	fmt.Printf("count=%d,pageNum=%d,query=%v", count, pageNum, query)
	for i := 0; i < pageNum; i++ {
		query = bson.M{"_id": bson.M{"$gte": bson.ObjectIdHex(ext.TaskInfo.LastExtId)}}
		list, _ := ext.TaskInfo.FDB.Find(ext.TaskInfo.FromColl, query, nil, Fields, false, 0, limit)
		fmt.Printf("page=%d,query=%v", i+1, query, len(*list))
		for _, v := range *list {
			//if qu.ObjToString(v["sensitive"]) != "" { //去除含敏感词数据
			//	continue
			//}
			//根据标题判断是否抽取
			b := IsExtract("title", qu.ObjToString(v["title"]), "")
			if !b {
				continue
			}
			_id := qu.BsonIdToSId(v["_id"])
			//log.Debug(_id)
			if !ext.IsRun {
				break
			}
			var j, jf *ju.Job
			var isSite bool
			if ext.IsFileField && (v["projectinfo"] != nil || v["attach_text"] != nil) {
				v["isextFile"] = true
				j, jf, isSite = ext.PreInfo(v)
			} else {
				j, _, isSite = ext.PreInfo(v)
			}
			go ext.ExtractProcess(j, jf, isSite)
			ext.TaskInfo.LastExtId = _id
			ext.TaskInfo.ProcessPool <- true
		}
		db.Mgo.UpdateById("task", ext.Id, `{"$set":{"s_extlastid":"`+ext.TaskInfo.LastExtId+`"}}`)
		if !ext.IsRun {
			break
		}
	}
	//更新task.s_extlastid
	time.AfterFunc(1*time.Minute, func() { RunExtractTask(taskId) })
}

//信息预处理-不和版本关联，取最新版本的配置项
func PreInfo(doc map[string]interface{}) (j, jf *ju.Job, isSite bool) {
	return (&ExtractTask{}).PreInfo(doc)
}

var clearMoneyReg *regexp.Regexp = regexp.MustCompile("(PPP[\\s]?项目|新城镇建设|国土资源局|基金管理|高速公路|水系生态治理|水生态建设|棚改旧改|棚户区改造|棚改项目|危房改造项目|土地整理|高速公路项目)")

//信息预处理-和版本关联
func (e *ExtractTask) PreInfo(doc map[string]interface{}) (j, jf *ju.Job, isSite bool) {
	defer qu.Catch()
	//判断是否有附件这个字段
	var isextFile bool
	if doc["isextFile"] != nil {
		isextFile = doc["isextFile"].(bool)
	}
	detail := ""
	d1, _ := doc["detail"].(string)
	d2, _ := doc["contenthtml"].(string)
	if len(d1) >= len(d2) || d2 == "" {
		detail = d1
	} else {
		detail = d2
	}
	detail = regexp.MustCompile(`<!--[\w\W]*?-->`).ReplaceAllString(detail, "")
	d3, _ := doc["summary"].(string)
	//全文的需要修复表格
	detail = pretreated.RepairCon(detail)
	detail = ju.CutLableStr(d3 + "\n" + detail)
	detail = cut.ClearHtml(d3 + "\n" + detail)
	doc["detail"] = detail
	isClearnMoney := !clearMoneyReg.MatchString(detail)
	if isClearnMoney {
		isClearnMoney = !clearMoneyReg.MatchString(qu.ObjToString(doc["title"]))
	}
	isClearnMoneystr := qu.ObjToString(qu.If(isClearnMoney, "T", ""))
	if isextFile {
		file2text(&doc) //附件文本堆一起（后期可以考虑，分开处理）,方法里修改了doc["detailfile"]结果
	}
	//正文小于200个字,有附件把附件内容加到正文
	//tmpDeatil := detail
	//tmpdocument, err := goquery.NewDocumentFromReader(strings.NewReader(tmpDeatil))
	//if err == nil {
	//	conlen := utf8.RuneCountInString(strings.Trim(tmpdocument.Text(), " "))
	//	if conlen < 2000 {
	//		if isextFile {
	//			detail += qu.ObjToString(doc["detailfile"])
	//			doc["detail"] = detail
	//		}
	//	} else if conlen > qu.IntAllDef(ju.Config["filelength"], 1000000) {
	//		//防止文本过长，造成抽取阻塞
	//		log.Debug("文本太长", doc["_id"], conlen)
	//		doc["detail"] = d3
	//	}
	//}

	toptype := qu.ObjToString(doc["toptype"])
	subtype := qu.ObjToString(doc["subtype"])
	if qu.ObjToString(doc["type"]) == "bid" {
		toptype = "结果"
	}
	if toptype == "" {
		toptype = "all"
	}
	if subtype == "" {
		subtype = "all"
	}
	if toptype == "其它" || subtype == "其它" || subtype == "其他" || subtype == "结果变更" {
		toptype = "all"
		subtype = "all"
	}
	toMap := qu.ObjToMap(doc["jsondata"])
	//log.Debug("toMap", toMap)
	if (*toMap) != nil {
		if (*toMap)["extweight"] == nil {
			(*toMap)["extweight"] = ju.Config["jsondata_extweight"]
		}
		if (*toMap)["jsoncontent"] != nil {
			delete(*toMap, "jsoncontent")
		}
		for k,v := range *toMap{
			if _,ok := v.(float64);ok{
				continue
			}else if _,ok := v.(int64);ok{
				continue
			}else if _,ok2 := v.(string);ok2{
				continue
			}else {
				delete(*toMap,k)
			}
		}
	}
	j = &ju.Job{
		SourceMid:      qu.BsonIdToSId(doc["_id"]),
		Category:       toptype,
		CategorySecond: subtype,
		Content:        qu.ObjToString(doc["detail"]),
		SpiderCode:     qu.ObjToString(doc["spidercode"]),
		Site:           qu.ObjToString(doc["site"]),
		//Domain:     qu.ObjToString(doc["domain"]),
		//Href:       qu.ObjToString(doc["href"]),
		Title:         qu.ObjToString(doc["title"]),
		Data:          &doc,
		City:          qu.ObjToString(doc["city"]),
		Province:      qu.ObjToString(doc["area"]),
		Jsondata:      toMap,
		Result:        map[string][]*ju.ExtField{},
		BuyerAddr:     qu.ObjToString(doc["buyeraddr"]),
		RuleBlock:     e.RuleBlock,
		Dataging:      qu.IntAll(doc["dataging"]),
		IsClearnMoney: isClearnMoneystr,
	}
	if isextFile {
		jf = &ju.Job{
			SourceMid:      qu.BsonIdToSId(doc["_id"]),
			Category:       toptype,
			CategorySecond: subtype,
			Content:        qu.ObjToString(doc["detailfile"]),
			SpiderCode:     qu.ObjToString(doc["spidercode"]),
			Site:           qu.ObjToString(doc["site"]),
			Title:          qu.ObjToString(doc["title"]),
			Data:           &doc,
			City:           qu.ObjToString(doc["city"]),
			Province:       qu.ObjToString(doc["area"]),
			Jsondata:       toMap,
			Result:         map[string][]*ju.ExtField{},
			BuyerAddr:      qu.ObjToString(doc["buyeraddr"]),
			RuleBlock:      e.RuleBlock,
			IsFile:         isextFile,
			Dataging:       qu.IntAll(doc["dataging"]),
			IsClearnMoney:  isClearnMoneystr,
		}
	}
	codeSite := j.SpiderCode
	//是否启用站点
	if value, ok := e.SiteMerge.Load(codeSite); ok {
		isSite = value.(bool)
	}
	if isSite {
		//是否配置站点
		exp, isSite := e.Luacodes.Load(codeSite)
		if isSite {
			if exp.(map[string]interface{})["e.SiteClearFn"] != nil {
				e.SiteClearFn = exp.(map[string]interface{})["e.SiteClearFn"].(map[string][]string)
			}
			if exp.(map[string]interface{})["e.SiteTag"] != nil {
				e.SiteTag = exp.(map[string]interface{})["e.SiteTag"].(map[string][]*Tag)
			}
			if exp.(map[string]interface{})["e.SiteRuleCores"] != nil {
				e.SiteRuleCores = exp.(map[string]interface{})["e.SiteRuleCores"].(map[string]map[string][]*RuleCore)
			}
			if exp.(map[string]interface{})["e.SiteRuleBacks"] != nil {
				e.SiteRuleBacks = exp.(map[string]interface{})["e.SiteRuleBacks"].([]*RegLuaInfo)
			}
		}
	}
	qu.Try(func() {
		pretreated.AnalyStart(j, isSite, codeSite) //job.Block分块
		if isextFile && strings.TrimSpace(jf.Content) != "" {
			pretreated.AnalyStart(jf, isSite, codeSite)
		}
	}, func(err interface{}) {
		log.Debug("pretreated.AnalyStart", err, j.SourceMid)
	})
	return j, jf, isSite
}

var sortStrReg *regexp.Regexp = regexp.MustCompile("(招标|采购|需求|投标|[竞询议]报价|公示|单一来源|询价|成交|中标)")
var clearStrReg *regexp.Regexp = regexp.MustCompile("((设计|施工|招标)图|业绩|图纸)")

//遍历附件字段内容，拼接在一起；附件文本堆一起（后期可以考虑，分开处理）,方法里修改了doc["detailfile"]结果
func file2text(doc *map[string]interface{}) {
	mnameone := map[string]bool{}
	mname := map[string]bool{}
	murl := map[string]string{}
	//if attach_text, ok := (*doc)["new_attach_text"].(map[string]interface{}); ok {
	if attach_text, ok := (*doc)["attach_text"].(map[string]interface{}); ok {
		for _, attachs := range attach_text {
			if fileinfos, ok := attachs.(map[string]interface{}); ok {
				for _, fileinfo := range fileinfos {
					if ff, ok := fileinfo.(map[string]interface{}); ok {
						attach_url := qu.ObjToString(ff["attach_url"])
						ffname := qu.ObjToString(ff["file_name"])
						if clearStrReg.MatchString(ffname) {
							continue
						}
						mname[ffname] = true
						murl[ffname] = attach_url
						if sortStrReg.MatchString(ffname) {
							mnameone[ffname] = true
						}
					}
				}
			}
		}
	}
	tmpstr := ""
	for k := range mnameone {
		if utf8.RuneCountInString(tmpstr) > qu.IntAllDef(ju.Config["filelength"], 150000) {
			(*doc)["detailfile"] = tmpstr
			return
		}
		bs := ju.OssGetObject(murl[k])
		if utf8.RuneCountInString(bs) < qu.IntAllDef(ju.Config["filelength"], 150000) {
			tmpstr += bs + "\n"
		}
	}
	for k := range mname {
		if utf8.RuneCountInString(tmpstr) > qu.IntAllDef(ju.Config["filelength"], 150000) {
			(*doc)["detailfile"] = tmpstr
			return
		}
		bs := ju.OssGetObject(murl[k])
		if utf8.RuneCountInString(bs) < qu.IntAllDef(ju.Config["filelength"], 150000) {
			tmpstr += bs + "\n"
		}
	}
	(*doc)["detailfile"] = tmpstr
}

//抽取
func (e *ExtractTask) ExtractProcess(j, jf *ju.Job, isSite bool) {

	e.ExtractDetail(j, isSite, j.SpiderCode)
	if jf != nil && jf.IsFile {
		e.ExtractDetail(jf, isSite, j.SpiderCode)
		for tmpk, xs := range jf.Result {
			if len(j.Result[tmpk]) == 0 {
				if tmpk == "budget" || tmpk == "bidamount" {
					for _, v := range xs {
						if fv, ok := v.Value.(float64); ok && fv > 100 && fv < 50000000000 {
							j.Result[tmpk] = append(j.Result[tmpk], v)
						}
					}
				} else {
					j.Result[tmpk] = append(j.Result[tmpk], jf.Result[tmpk]...)
				}
			}
		}
		if len(j.Winnerorder) == 0 && jf.Winnerorder != nil && len(jf.Winnerorder) > 0 {
			j.Winnerorder = append(j.Winnerorder, jf.Winnerorder...)
		}
	}
	if isSite {
		ismerge, ok := e.SiteMerge.Load(j.SpiderCode)
		if ok && ismerge.(bool) {
			tmpj := &ju.Job{
				SourceMid:      j.SourceMid,
				Category:       j.Category,
				CategorySecond: j.CategorySecond,
				Content:        j.Content,
				SpiderCode:     j.SpiderCode,
				//Domain:     qu.ObjToString(doc["domain"]),
				//Href:       qu.ObjToString(doc["href"]),
				Title:     j.Title,
				Data:      j.Data,
				City:      j.City,
				Province:  j.Province,
				Jsondata:  j.Jsondata,
				Result:    map[string][]*ju.ExtField{},
				BuyerAddr: j.BuyerAddr,
				RuleBlock: e.RuleBlock,
			}
			qu.Try(func() {
				pretreated.AnalyStart(tmpj, false, "") //job.Block分块
			}, func(err interface{}) {
				log.Debug("pretreated.AnalyStart.ExtractProcess", err, j.SourceMid)
			})
			e.ExtractDetail(tmpj, false, "")
			//if jf != nil && jf.IsFile {
			//	e.ExtractFile(jf, false, "")
			//}
			//合并数据
			j.Block = append(j.Block, tmpj.Block...)
			j.Winnerorder = append(j.Winnerorder, tmpj.Winnerorder...)
			for tmpk, _ := range j.Result {
				if len(tmpj.Result[tmpk]) > 0 {
					j.Result[tmpk] = append(j.Result[tmpk], tmpj.Result[tmpk]...)
				}
			}
			for tmpk, _ := range tmpj.Result {
				if len(j.Result[tmpk]) == 0 {
					j.Result[tmpk] = append(j.Result[tmpk], tmpj.Result[tmpk]...)
				}
			}
		}
	}

	//分析抽取结果并保存
	AnalysisSaveResult(j, jf, e)
	<-e.TaskInfo.ProcessPool
}

func (e *ExtractTask) ExtractDetail(j *ju.Job, isSite bool, codeSite string) {
	qu.Try(func() {
		doc := *j.Data
		//全局前置规则,结果覆盖doc属性
		//for _, v := range e.RulePres {
		//	doc = ExtRegPre(doc, j, v, e.TaskInfo)
		//}
		tmprules := map[string][]*RuleCore{}
		lockrule.Lock()
		if j.Category == "all" || j.CategorySecond == "all" {
			if isSite {
				for k, vc1 := range e.SiteRuleCores["all_all"] {
					tmprules[k] = vc1
				}
			} else {
				for k, vc1 := range e.RuleCores["all_all"] {
					tmprules[k] = vc1
				}
			}
		} else {
			if isSite {
				for k, vc1 := range e.SiteRuleCores[j.Category+"_"+j.CategorySecond] {
					tmprules[k] = vc1
				}
			} else {
				for k, vc1 := range e.RuleCores[j.Category+"_"+j.CategorySecond] {
					tmprules[k] = vc1
				}
			}
		}
		if len(tmprules) < 1 { //分类未覆盖部分
			if isSite {
				for k, vc1 := range e.RuleCores["all_all"] {
					tmprules[k] = vc1
				}
			} else {
				for k, vc1 := range e.SiteRuleCores["all_all"] {
					tmprules[k] = vc1
				}
			}
		}
		lockrule.Unlock()
		//抽取规则
		for _, vc1 := range tmprules {
			for _, vc := range vc1 {
				tmp := ju.DeepCopy(doc).(map[string]interface{})
				//是否进入逻辑
				if !ju.Logic(vc.LuaLogic, tmp) {
					continue
				}
				////抽取-前置规则
				//for _, v := range vc.RulePres {
				//	tmp = ExtRegPre(tmp, j, v, e.TaskInfo)
				//}
				// log.Debug("抽取-前置规则", tmp)
				//抽取-规则
				ExtRuleCore(tmp, e, vc, j, isSite)
				// log.Debug("抽取-规则", tmp)
				//抽取-后置规则
				for _, v := range vc.RuleBacks {
					ExtRegBack(j, v, e.TaskInfo, vc)
				}
				//kv规则
				for _, v := range vc.KVRuleCores {
					ExtRuleKV(j, v, e.TaskInfo)
				}
				// log.Debug("抽取-后置规则", tmp)

				//项目名称未能抽取到，标题来凑
				if vc.Field == "projectname" {
					if vc.ExtFrom == "title" {
						isextitle := true
						for _, v := range j.Result[vc.Field] {
							if len([]rune(qu.ObjToString(v.Value))) > 5 {
								isextitle = false
								break
							}
						}
						if isextitle { //标题加入选举
							field := &ju.ExtField{Field: vc.Field, Code: vc.Id + "_title", RuleText: "title", Type: "title", MatchType: "title", ExtFrom: vc.ExtFrom, SourceValue: j.Title, Value: j.Title}
							if isSite {
								field.Score = 1
							}
							j.Result[vc.Field] = append(j.Result[vc.Field], field)
						}
					}
					for i := 0; i < 3; i++ {
						for _, v := range vc.RuleBacks {
							ExtRegBack(j, v, e.TaskInfo, vc)
						}
					}
				}
			}
		}
		//全局后置规则
		if isSite {
			for _, v := range e.SiteRuleBacks {
				ExtRegBack(j, v, e.TaskInfo, nil)
			}
		} else {
			for _, v := range e.RuleBacks {
				ExtRegBack(j, v, e.TaskInfo, nil)
			}
		}
		//函数清理
		for key, val := range j.Result {
			for i, v := range val {
				if v.Field == "projectname" && v.Type == "table" {
					break
				}
				lockclear.Lock()
				var cfn = []string{}
				if isSite {
					cfn = e.SiteClearFn[key]
				} else {
					cfn = e.ClearFn[key]
				}
				lockclear.Unlock()
				if len(cfn) == 0 {
					continue
				}
				data := clear.DoClearFn(cfn, []interface{}{v.Value, j.Content}, j.SpiderCode, j.IsClearnMoney)
				if key == "budget" || key == "bidamount" {
					if istrue, ok := data[len(data)-1].(bool); istrue && ok {
						j.Result[key][i].IsTrue = true
					} else {
						j.Result[key][i].Value = data[0]
						continue
					}
				}
				before, _ := v.Value.(string)
				v.Value = data[0]
				BeforeAddClearFnLog(strings.Join(cfn, ","), "函数清理"+strings.Join(cfn, ","), j.SourceMid, before, v.MatchType, v, e)
				//添加行数清理的日志
				//清理特殊符号
				lockclear.Lock()
				if clear.AsyField[key] != nil || clear.SymField[key] != nil || clear.MesField[key] != nil {
					text := qu.ObjToString(v.Value)
					before = text
					v.Value = clear.OtherClean(key, text)
					BeforeAddClearFnLog("clear.OtherClean", "特殊符号清理clear.OtherClean", j.SourceMid, before, v.MatchType, v, e)
				}
				//AddClearFnLog("clearfn", j.SourceMid, v.Value, extinfo, v.Code, "函数清理", key, e.TaskInfo)
				lockclear.Unlock()
			}
		}
		PackageDetail(j, e, isSite, codeSite) //处理分包信息
		//		bs, _ := json.Marshal(j.Result)
		//		 log.Debug("抽取结果", j.Title, j.SourceMid, string(bs))
	}, func(err interface{}) {
		log.Debug("ExtractProcess err", err)
	})
}
func (e *ExtractTask) ExtractFile(j *ju.Job, isSite bool, codeSite string) {
	qu.Try(func() {
		doc := *j.Data
		//全局前置规则,结果覆盖doc属性
		//		for _, v := range e.RulePres {
		//			if value, ok := e.FileFields.Load(v.Field); ok && qu.IntAllDef(value, 1) > 0 {
		//				doc = ExtRegPre(doc, j, v, e.TaskInfo)
		//			}
		//		}
		//抽取规则
		tmprules := map[string][]*RuleCore{}
		lockrule.Lock()
		if j.Category == "all" || j.CategorySecond == "all" {
			for k, vc1 := range e.RuleCores["all_all"] {
				tmprules[k] = vc1
			}
		} else {
			for k, vc1 := range e.RuleCores[j.Category+"_"+j.CategorySecond] {
				tmprules[k] = vc1
			}
		}
		lockrule.Unlock()
		for _, vc1 := range tmprules {
			for _, vc := range vc1 {
				tmp := ju.DeepCopy(doc).(map[string]interface{})
				//是否进入逻辑
				if !ju.Logic(vc.LuaLogic, tmp) {
					continue
				}
				//抽取-前置规则
				//				for _, v := range vc.RulePres {
				//					if value, ok := e.FileFields.Load(v.Field); ok && qu.IntAllDef(value, 1) > 0 {
				//						tmp = ExtRegPre(tmp, j, v, e.TaskInfo)
				//					}
				//				}
				// log.Debug("抽取-前置规则", tmp)

				//抽取-规则
				if value, ok := e.FileFields.Load(vc.Field); ok && qu.IntAllDef(value, 1) > 0 {
					ExtRuleCore(tmp, e, vc, j, isSite)
				}

				// log.Debug("抽取-规则", tmp)

				//抽取-后置规则
				for _, v := range vc.RuleBacks {
					if value, ok := e.FileFields.Load(v.Field); ok && qu.IntAllDef(value, 1) > 0 {
						ExtRegBack(j, v, e.TaskInfo, vc)
					}
				}
				// log.Debug("抽取-后置规则", tmp)
			}
		}

		//全局后置规则
		for _, v := range e.RuleBacks {
			if value, ok := e.FileFields.Load(v.Field); ok && qu.IntAllDef(value, 1) > 0 {
				ExtRegBack(j, v, e.TaskInfo, nil)
			}
		}
		//函数清理
		for key, val := range j.Result {
			for _, v := range val {
				lockclear.Lock()
				cfn := e.ClearFn[key]
				lockclear.Unlock()
				if len(cfn) == 0 {
					continue
				}
				data := clear.DoClearFn(cfn, []interface{}{v.Value, j.Content}, j.SpiderCode, j.IsClearnMoney)
				v.Value = data[0]
				//清理特殊符号
				lockclear.Lock()
				if clear.AsyField[key] != nil || clear.SymField[key] != nil ||
					clear.MesField[key] != nil {
					text := qu.ObjToString(v.Value)
					text = clear.OtherClean(key, text)
					v.Value = text
				}
				lockclear.Unlock()
			}
		}

		PackageDetail(j, e, isSite, codeSite) //处理分包信息
		//		bs, _ := json.Marshal(j.Result)
		//		 log.Debug("抽取结果", j.Title, j.SourceMid, string(bs))
	}, func(err interface{}) {
		log.Debug("ExtractProcess err", err)
	})
}

//前置过滤
func ExtRegPre(doc map[string]interface{}, j *ju.Job, in *RegLuaInfo, t *TaskInfo) map[string]interface{} {
	defer qu.Catch()
	before := ju.DeepCopy(doc).(map[string]interface{})
	extinfo := map[string]interface{}{}
	if in.IsLua {
		lua := ju.LuaScript{Code: in.Code, Name: in.Name, Doc: doc, Script: in.RuleText}
		if j != nil {
			lua.Block = j.Block
		}
		extinfo = lua.RunScript("pre")
		for k, v := range extinfo { //结果覆盖原doc
			doc[k] = v
		}
		AddExtLog("prereplace", j.SourceMid, before, extinfo, in, t) //抽取日志
	} else {
		var key string
		if !j.IsFile {
			key = qu.If(in.Field == "", "detail", in.Field).(string)
		} else {
			key = qu.If(in.Field == "", "detailfile", in.Field).(string)
		}
		text := qu.ObjToString(doc[key])
		extinfo[key] = in.RegPreBac.Reg.ReplaceAllString(text, "")
		doc[key] = extinfo[key]                                      //结果覆盖原doc
		AddExtLog("prereplace", j.SourceMid, before, extinfo, in, t) //抽取日志
	}
	return doc
}

//抽取-规则
func ExtRuleCore(doc map[string]interface{}, e *ExtractTask, vc *RuleCore, j *ju.Job, isSite bool) {
	//候选人加入
	var kvMap map[string][]map[string]interface{}
	extByReg := true
	if vc.ExtFrom != "title" {
		kvMap, extByReg = getKvByLuaFields(vc, j, e)
	}
	for _, v := range vc.RuleCores {
		if v.IsLua {
			ExtRuleCoreByKv(vc.ExtFrom, doc, j, v, &kvMap, e)
		} else if extByReg {
			ExtRuleCoreByReg(vc.ExtFrom, doc, j, v, e, isSite)
		}
	}
	//如果只有一个分包，预算没有抽取到，把分包中的预算保存到外面
	if vc.Field == "budget" && len(kvMap) == 0 {
		if len(j.BlockPackage) == 1 {
			for _, bp := range j.BlockPackage {
				for fieldname, field := range vc.LFields {
					if field != vc.Field {
						continue
					}
					tp := ""
					for k, v := range []*ju.JobKv{bp.ColonKV, bp.SpaceKV, bp.TableKV} {
						if k == 0 {
							tp = "colon"
						} else if k == 1 {
							tp = "space"
						} else if k == 2 {
							tp = "table"
						}
						if v == nil || v.KvTags == nil {
							continue
						}
						for _, vv := range v.KvTags[fieldname] {
							text := ju.TrimLRSpace(vv.Value, "")
							if text != "" {
								tmp := &ju.ExtField{
									ExtFrom:     "package",
									Field:       vc.Field,
									Code:        "CL_分包",
									Type:        tp,
									MatchType:   "package",
									RuleText:    bp.Text,
									SourceValue: vv.Key,
									Value:       text,
								}
								if isSite {
									tmp.Score = 1
								}
								j.Result[vc.Field] = append(j.Result[vc.Field], tmp)
							}
						}
					}
				}
				break
			}
		}
	} else {
		for k, v := range kvMap {
			if j.Result[k] == nil {
				j.Result[k] = [](*ju.ExtField){}
			}
			for _, tmp := range v {
				field := &ju.ExtField{Weight: qu.IntAll(tmp["weight"]),
					ExtFrom: qu.ObjToString(tmp["extfrom"]), Field: k,
					Code: qu.ObjToString(tmp["code"]), Type: qu.ObjToString(tmp["type"]),
					MatchType:   qu.ObjToString(tmp["matchtype"]),
					RuleText:    qu.ObjToString(tmp["ruletext"]),
					SourceValue: tmp["sourcevalue"],
					Value:       tmp["value"]}
				if k == "bidamount" && field.ExtFrom == "第一候选人" {
					field.Score = 1
				}
				if isSite {
					field.Score = 1
				}
				if (field.Field == "bidamount" || field.Field == "budget") && field.Type == "table" {
					moneys := clear.ObjToMoney([]interface{}{field.Value, ""}, j.SpiderCode, j.IsClearnMoney)
					if len(moneys) > 0 {
						if vf, ok := moneys[0].(float64); ok {
							field.Value = vf
							field.IsTrue = moneys[len(moneys)-1].(bool)
						} else if vi, ok := moneys[0].(int); ok {
							field.Value = float64(vi)
							field.IsTrue = moneys[len(moneys)-1].(bool)
						}
					}
				}
				if tmp["blocktag"] != nil {
					btag := make(map[string]string)
					for k := range tmp["blocktag"].(map[string]bool) {
						blocktag.Lock()
						if TagConfigDesc[k] != "" {
							btag[k] = TagConfigDesc[k]
						}
						blocktag.Unlock()
					}
					field.BlockTag = btag
				}
				j.Result[k] = append(j.Result[k], field)
			}
		}
	}

}

//抽取-规则-kv
func ExtRuleCoreByKv(extfrom string, doc map[string]interface{}, j *ju.Job, in *RegLuaInfo, kvMap *map[string][]map[string]interface{}, et *ExtractTask) {
	defer qu.Catch()
	if extfrom == "title" || !in.IsLua {
		return
	}
	lua := ju.LuaScript{Code: in.Code, Name: in.Name, Doc: doc, Script: in.RuleText}
	lua.KvMap = *kvMap
	lua.Block = j.Block
	extinfo := lua.RunScript("core")
	if tmps, ok := extinfo[in.Field].([]map[string]interface{}); ok {
		for _, v := range tmps {
			v["core"] = in.Code
		}
		(*kvMap)[in.Field] = append((*kvMap)[in.Field], tmps...)
	}
	if len(extinfo) > 0 {
		AddExtLog("extract", j.SourceMid, nil, extinfo, in, et.TaskInfo) //抽取日志
	}
}

//抽取-规则-正则
func ExtRuleCoreByReg(extfrom string, doc map[string]interface{}, j *ju.Job, in *RegLuaInfo, et *ExtractTask, isSite bool) {
	defer qu.Catch()
	//根据field配置项目，是否抽取。例如：废标、流标等跳过,
	b := IsExtract(in.Field, j.Title, j.Content)
	if !b {
		return
	}
	//全文正则
	//text := qu.ObjToString(doc[extfrom])
	//if in.Field != "" {
	//	extinfo := extRegCoreToResult(extfrom, text, j, in)
	//	if len(extinfo) > 0 {
	//		AddExtLog("extract", j.SourceMid, nil, extinfo, in, et.TaskInfo) //抽取日志
	//	}
	//}
	//块抽取
	if in.Field != "" {
		if extfrom == "title" {
			extinfo := extRegCoreToResult(extfrom, qu.ObjToString(doc[extfrom]), &map[string]string{}, j, in, isSite)
			if len(extinfo) > 0 {
				AddExtLog("extract", j.SourceMid, nil, extinfo, in, et.TaskInfo) //抽取日志
			}
		} else {
			for _, v := range j.Block {
				btag := make(map[string]string)
				for k := range v.Classify {
					blocktag.Lock()
					btag[k] = TagConfigDesc[k]
					blocktag.Unlock()
				}
				extinfo := extRegCoreToResult(extfrom, v.Text, &btag, j, in, isSite)
				if len(extinfo) > 0 {
					AddExtLog("extract", j.SourceMid, nil, extinfo, in, et.TaskInfo) //抽取日志
				}
			}
		}
	}
}

//pkg抽取-规则-正则
func ExtRuleCoreByPkgReg(j *ju.Job, in *RegLuaInfo, e *ExtractTask) {
	defer qu.Catch()
	//根据field配置项目，是否抽取。例如：废标、流标等跳过,
	b := IsExtract(in.Field, j.Title, j.Content)
	if !b {
		return
	}
	//块抽取
	if in.Field != "" {
		for k, vbpkg := range j.BlockPackage {
			rep := map[string]string{}
			if in.RegCore.Bextract { //正则是两部分的，可以直接抽取的（含下划线）
				if in.Field == "budget" && vbpkg.Budget > 0 {
					continue
				}
				if in.Field == "bidamount" && vbpkg.Bidamount > 0 {
					continue
				}
				if in.Field == "winner" && vbpkg.Winner != "" {
					continue
				}
				if in.Field == "bidstatus" && vbpkg.BidStatus != "" {
					continue
				}
				if in.Field == "projectname" && vbpkg.Name != "" {
					continue
				}
				if in.Field == "winner" && vbpkg.Winner != "" {
					continue
				}
				if in.Field == "winnerperson" {
					if vbpkg.Winner == "" || len(vbpkg.Winner) < 4 {
						continue
					}
					if !strings.Contains(vbpkg.Text, vbpkg.Winner) {
						continue
					}
				}
				if in.Field == "winnertel" {
					if vbpkg.WinnerPerson == "" {
						continue
					}
				}
				//处理正负数修正
				ptmp := strings.Split(in.RuleText, "#")
				sign := 0
				if len(ptmp) == 2 {
					if ptmp[1] == "正" {
						sign = 1
					} else if ptmp[1] == "负" {
						sign = -1
					}
				}
				tmp := strings.Split(ptmp[0], "__")
				if len(tmp) == 2 {
					epos := strings.Split(tmp[1], ",")
					posm := map[string]int{}
					for _, v := range epos {
						ks := strings.Split(v, ":")
						if len(ks) == 2 { //(.*)招标公告(.*)__2:projectname,4:area
							posm[ks[1]] = qu.IntAll(ks[0])
						} else {
							posm[in.Field] = qu.IntAll(ks[0])
						}
					}
					var pattern string
					if strings.Contains(tmp[0], "\\u") {
						tmp[0] = strings.Replace(tmp[0], "\\", "\\\\", -1)
						tmp[0] = strings.Replace(tmp[0], "\\\\u", "\\u", -1)
						pattern, _ = strconv.Unquote(`"` + tmp[0] + `"`)
					} else {
						pattern = tmp[0]
					}
					//log.Debug("pattern", pattern)
					//fmt.Println(text)
					reg := regexp.MustCompile(pattern)
					apos := reg.FindAllStringSubmatchIndex(vbpkg.Text, -1)
					for i, _ := range apos {
						pos := apos[i]
						for k, p := range posm {
							if len(pos) > p {
								if pos[p] == -1 || pos[p+1] == -1 {
									continue
								}
								val := vbpkg.Text[pos[p]:pos[p+1]]
								if string(val) == "" {
									continue
								}
								if sign == -1 {
									rep[k+"_"+fmt.Sprint(i)] = "-" + val
								} else {
									rep[k+"_"+fmt.Sprint(i)] = val
								}
							}
						}
					}
					//fmt.Println(text)
					for i := 0; i < len(apos); i++ {
						if strings.TrimSpace(rep[in.Field+"_"+fmt.Sprint(i)]) != "" {
							if in.Field == "budget" && vbpkg.Budget <= 0 {
								lock.Lock()
								cfn := e.ClearFn[in.Field]
								lock.Unlock()
								data := clear.DoClearFn(cfn, []interface{}{strings.TrimSpace(rep[in.Field+"_"+fmt.Sprint(i)]), j.Content}, j.SpiderCode, j.IsClearnMoney)
								if data[len(data)-1].(bool) {
									j.BlockPackage[k].Budget = qu.Float64All(data[0])
									j.BlockPackage[k].IsTrueBudget = true
								}
								break
							} else if in.Field == "bidamount" && vbpkg.Bidamount <= 0 {
								lock.Lock()
								cfn := e.ClearFn[in.Field]
								lock.Unlock()
								data := clear.DoClearFn(cfn, []interface{}{strings.TrimSpace(rep[in.Field+"_"+fmt.Sprint(i)]), j.Content}, j.SpiderCode, j.IsClearnMoney)
								if data[len(data)-1].(bool) {
									j.BlockPackage[k].Bidamount = qu.Float64All(data[0])
									j.BlockPackage[k].IsTrueBidamount = true
								}
								break
							} else if in.Field == "winner" {
								if j.BlockPackage[k].Winner == "" {
									j.BlockPackage[k].Winner = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "winnertel" {
								if j.BlockPackage[k].WinnerTel == "" {
									j.BlockPackage[k].WinnerTel = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "winnerperson" {
								if j.BlockPackage[k].WinnerPerson == "" {
									j.BlockPackage[k].WinnerPerson = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "bidstatus" {
								if j.BlockPackage[k].BidStatus == "" {
									j.BlockPackage[k].BidStatus = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "projectname" {
								if j.BlockPackage[k].Name == "" {
									j.BlockPackage[k].Name = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "winnerperson" {
								if j.BlockPackage[k].WinnerPerson == "" {
									j.BlockPackage[k].WinnerPerson = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							} else if in.Field == "winnertel" {
								if j.BlockPackage[k].WinnerTel == "" && j.BlockPackage[k].Winner != "" && j.BlockPackage[k].WinnerPerson != "" {
									j.BlockPackage[k].WinnerTel = rep[in.Field+"_"+fmt.Sprint(i)]
									break
								}
							}
						}
					}
				}
			} else {
				pos := in.RegCore.Reg.FindStringIndex(vbpkg.Text)
				val := ""
				if len(pos) == 2 {
					//"text" = "text"[pos[1]:]
					val = "text"[pos[1]:]
					rs := regexp.MustCompile("[^\r\n\t]+")
					tmp := rs.FindAllString("text", -1)
					if len(tmp) > 0 {
						val = tmp[0]
					}
				}
				if val != "" {
					if in.Field == "budget" && vbpkg.Budget <= 0 {
						lock.Lock()
						cfn := e.ClearFn[in.Field]
						lock.Unlock()
						data := clear.DoClearFn(cfn, []interface{}{val, j.Content}, j.SpiderCode, j.IsClearnMoney)
						if data[len(data)-1].(bool) {
							j.BlockPackage[k].Budget = qu.Float64All(data[0])
							j.BlockPackage[k].IsTrueBudget = true
						}
						break
					}
					if in.Field == "bidamount" && vbpkg.Bidamount <= 0 {
						lock.Lock()
						cfn := e.ClearFn[in.Field]
						lock.Unlock()
						data := clear.DoClearFn(cfn, []interface{}{val, j.Content}, j.SpiderCode, j.IsClearnMoney)
						if data[len(data)-1].(bool) {
							j.BlockPackage[k].Bidamount = qu.Float64All(data[0])
							j.BlockPackage[k].IsTrueBidamount = true
						}
						break
					} else if in.Field == "bidstatus" {
						if j.BlockPackage[k].BidStatus == "" {
							j.BlockPackage[k].BidStatus = val
							break
						}
					} else if in.Field == "projectname" {
						if j.BlockPackage[k].Name == "" {
							j.BlockPackage[k].Name = val
							break
						}
					}
				}
			}
		}
	}
}

//lua脚本根据属性设置提取kv值
func getKvByLuaFields(vc *RuleCore, j *ju.Job, et *ExtractTask) (map[string][]map[string]interface{}, bool) {
	kvmap := map[string][]map[string]interface{}{}
	if len(j.Winnerorder) > 1 {
		if vc.Field == "bidamount" {
			for _, v := range j.Winnerorder {
				if v["price"] == nil {
					continue
				}
				kvmap[vc.Field] = append(kvmap[vc.Field], map[string]interface{}{
					"code":        "winnerorder",
					"field":       vc.Field,
					"ruletext":    "中标候选人_" + fmt.Sprint(v["sortstr"]),
					"extfrom":     v["sortstr"],
					"sourcevalue": v["price"],
					"value":       v["price"],
					"type":        "winnerorder",
					"matchtype":   "winnerorder",
				})
				return kvmap, false
			}
			//候选人中标金额
			if price := j.Winnerorder[0]["price"]; price != nil {
				kvmap[vc.Field] = append(kvmap[vc.Field], map[string]interface{}{
					"code":        "CL_中标候选人",
					"field":       vc.Field,
					"ruletext":    "中标候选人",
					"extfrom":     j.Winnerorder[0]["sortstr"],
					"sourcevalue": price,
					"value":       price,
					"type":        "winnerorder",
					"matchtype":   "winnerorder",
				})
				return kvmap, false
			}
		}
	}
	for fieldname, field := range vc.LFields {
		if field != vc.Field {
			continue
		}
		extractFromKv(field, fieldname, j.Block, vc, kvmap)
	}
	AddExtLog("extract", j.SourceMid, nil, kvmap, &RegLuaInfo{Field: vc.Field}, et.TaskInfo) //抽取日志
	return kvmap, true
}

func extractFromKv(field, fieldname string, blocks []*ju.Block, vc *RuleCore, kvmap map[string][]map[string]interface{}) {
	//qu.Debug("fieldname+++", fieldname)
	for _, bl := range blocks {
		tp := ""
		for k, v := range []*ju.JobKv{bl.ColonKV, bl.SpaceKV, bl.TableKV} {
			if k == 0 {
				tp = "colon"
			} else if k == 1 {
				tp = "space"
			} else if k == 2 {
				tp = "table"
			}
			if v == nil || v.KvTags == nil {
				continue
			}
			for _, vv := range v.KvTags[fieldname] {
				text := ju.TrimLRSpace(vv.Value, "")
				if text != "" {
					kvmap[field] = append(kvmap[field], map[string]interface{}{
						"code":        "CL_" + vv.Key,
						"field":       field,
						"ruletext":    vv.Key,
						"extfrom":     vc.ExtFrom,
						"sourcevalue": text,
						"value":       text,
						"type":        tp,
						"matchtype":   "tag_string",
						"blocktag":    bl.Classify,
						"weight":      vv.Weight,
					})
					//if field != "winnertel" && field != "winnerperson" {
					//	//break //暂定取第一个
					//}
				}
			}
		}
		if len(kvmap[field]) == 0 {
			extractFromKv(field, fieldname, bl.Block, vc, kvmap)
		}
	}
}

//正则提取结果
func extRegCoreToResult(extfrom, text string, tag *map[string]string, j *ju.Job, vre *RegLuaInfo, isSite bool) map[string][]map[string]interface{} {
	defer qu.Catch()
	var score float64
	score = vre.Score
	if isSite {
		score = score + 1.0
	}

	extinfo := map[string][]map[string]interface{}{}
	rep := map[string]string{}
	if vre.RegCore.Bextract { //正则是两部分的，可以直接抽取的（含下划线）
		//处理正负数修正
		ptmp := strings.Split(vre.RuleText, "#")
		sign := 0
		if len(ptmp) == 2 {
			if ptmp[1] == "正" {
				sign = 1
			} else if ptmp[1] == "负" {
				sign = -1
			}
		}
		tmp := strings.Split(ptmp[0], "__")
		if len(tmp) == 2 {
			epos := strings.Split(tmp[1], ",")
			posm := map[string]int{}
			for _, v := range epos {
				ks := strings.Split(v, ":")
				if len(ks) == 2 { //(.*)招标公告(.*)__2:projectname,4:area
					posm[ks[1]] = qu.IntAll(ks[0])
				} else {
					posm[vre.Field] = qu.IntAll(ks[0])
				}
			}
			var pattern string
			if strings.Contains(tmp[0], "\\u") {
				tmp[0] = strings.Replace(tmp[0], "\\", "\\\\", -1)
				tmp[0] = strings.Replace(tmp[0], "\\\\u", "\\u", -1)
				pattern, _ = strconv.Unquote(`"` + tmp[0] + `"`)
			} else {
				pattern = tmp[0]
			}
			//log.Debug("pattern", pattern)
			//fmt.Println(text)
			reg := regexp.MustCompile(pattern)
			apos := reg.FindAllStringSubmatchIndex(text, -1)
			for i, _ := range apos {
				pos := apos[i]
				for k, p := range posm {
					if len(pos) > p {
						if pos[p] == -1 || pos[p+1] == -1 {
							continue
						}
						val := text[pos[p]:pos[p+1]]
						if string(val) == "" {
							continue
						}
						if sign == -1 {
							rep[k+"_"+fmt.Sprint(i)] = "-" + val
						} else {
							rep[k+"_"+fmt.Sprint(i)] = val
						}
					}
				}
			}
			//fmt.Println(text)
			tmps := []map[string]interface{}{}
			for i := 0; i < len(apos); i++ {
				if strings.TrimSpace(rep[vre.Field+"_"+fmt.Sprint(i)]) != "" {
					tmp := map[string]interface{}{
						"field":     vre.Field,
						"code":      vre.Code,
						"ruletext":  vre.RuleText,
						"extfrom":   text,
						"value":     rep[vre.Field+"_"+fmt.Sprint(i)],
						"type":      "regexp",
						"matchtype": "regcontent",
						"blocktag":  *tag,
						"score":     score,
					}
					tmps = append(tmps, tmp)

					exfield := ju.ExtField{
						BlockTag:    *tag,
						Field:       vre.Field,
						Code:        vre.Code,
						RuleText:    vre.RuleText,
						Type:        "regexp",
						MatchType:   "regcontent",
						ExtFrom:     extfrom,
						SourceValue: rep[vre.Field+"_"+fmt.Sprint(i)],
						Value:       rep[vre.Field+"_"+fmt.Sprint(i)],
						Score:       score}
					if tmp["blocktag"] != nil {
						exfield.BlockTag = tmp["blocktag"].(map[string]string)
					}
					j.Result[vre.Field] = append(j.Result[vre.Field], &exfield)
				}
			}
			if len(tmps) > 0 {
				//fmt.Println(tmps)
				extinfo[vre.Field] = tmps
			}
		}
	} else {
		pos := vre.RegCore.Reg.FindStringIndex(text)
		val := ""
		if len(pos) == 2 {
			text = text[pos[1]:]
			rs := regexp.MustCompile("[^\r\n\t]+")
			tmp := rs.FindAllString(text, -1)
			if len(tmp) > 0 {
				val = tmp[0]
			}
		}
		if val != "" {
			tmps := []map[string]interface{}{}
			tmp := map[string]interface{}{
				"field":     vre.Field,
				"code":      vre.Code,
				"ruletext":  vre.RuleText,
				"extfrom":   text,
				"value":     val,
				"type":      "regexp",
				"matchtype": "regcontent",
				"blocktag":  *tag,
				"score":     score,
			}
			tmps = append(tmps, tmp)
			extinfo[vre.Field] = tmps
			if j.Result[vre.Field] == nil {
				j.Result[vre.Field] = [](*ju.ExtField){}
			}
			field := &ju.ExtField{BlockTag: *tag, Field: vre.Field, Code: vre.Code, RuleText: vre.RuleText, Type: "regexp", MatchType: "regcontent", ExtFrom: extfrom, SourceValue: text,
				Value: val,
				Score: score}
			if tmp["blocktag"] != nil {
				field.BlockTag = tmp["blocktag"].(map[string]string)
			}
			j.Result[vre.Field] = append(j.Result[vre.Field], field)
		}
	}
	return extinfo
}

//后置过滤
func ExtRegBack(j *ju.Job, in *RegLuaInfo, t *TaskInfo, vc *RuleCore) {
	defer qu.Catch()
	if in.IsLua {
		result := GetResultMapForLua(j)
		lua := ju.LuaScript{Code: in.Code, Name: in.Name, Result: result, Script: in.RuleText}
		if j != nil {
			lua.Block = j.Block
		}
		extinfo := lua.RunScript("back")
		for k, v := range extinfo {
			if tmps, ok := v.([]map[string]interface{}); ok {
				j.Result[k] = [](*ju.ExtField){}
				for _, tmp := range tmps {
					field := &ju.ExtField{Field: k, Code: qu.ObjToString(tmp["code"]), RuleText: qu.ObjToString(tmp["ruletext"]), Type: qu.ObjToString(tmp["type"]), MatchType: qu.ObjToString(tmp["matchtype"]),
						ExtFrom: qu.ObjToString(tmp["extfrom"]),
						Value:   tmp["value"]}
					if tmp["blocktag"] != nil {
						field.BlockTag = tmp["blocktag"].(map[string]string)
					}
					j.Result[k] = append(j.Result[k], field)
					//j.Result[k] = append(j.Result[k], &ju.ExtField{tmp["blocktag"].(map[string]bool), k, qu.ObjToString(tmp["code"]), qu.ObjToString(tmp["ruletext"]), qu.ObjToString(tmp["type"]), qu.ObjToString(tmp["matchtype"]), qu.ObjToString(tmp["extfrom"]), tmp["value"], 0})
				}
			}
		}
		if len(extinfo) > 0 {
			AddExtLog("clear", j.SourceMid, result, extinfo, in, t) //抽取日志
		}
	} else {
		extinfo := map[string]interface{}{}
		if in.Field != "" {
			clearByTitle := false
			if vc != nil && vc.ExtFrom == "title" && in.Field == "buyer" { //buyer从title抽取到的单独走titile的清理
				clearByTitle = true
			}
			if j.Result[in.Field] != nil {
				tmp := j.Result[in.Field]
				exts := []interface{}{}
				for k, v := range tmp {
					if clearByTitle && v.ExtFrom != "title" {
						continue
					}
					//table抽取到的数据不清理
					if v.Type == "table" && v.Field == "projectname" {
						return
					}
					text := qu.ObjToString(v.Value)
					if v.Field == "bidamount" || v.Field == "budget" {
						if strings.Contains(qu.ObjToString(v.SourceValue), "费率") {
							j.Result[in.Field][k].IsTrue = false
							continue
						}
					}
					if text != "" {
						text = in.RegPreBac.Reg.ReplaceAllString(text, in.RegPreBac.Replace)
					}
					if text == qu.ObjToString(v.Value) { //值未发生改变，不存日志
						continue
					}
					j.Result[in.Field][k].Value = text
					exts = append(exts, map[string]interface{}{
						"field":     v.Field,
						"code":      v.Code,
						"ruletext":  v.RuleText,
						"type":      v.Type,
						"matchtype": v.MatchType,
						"extfrom":   v.ExtFrom,
						"value":     text,
					})
				}
				if len(exts) > 0 {
					extinfo[in.Field] = exts
					AddExtLog("clear", j.SourceMid, tmp, extinfo, in, t) //抽取日志
				}
			}
		} else {
			for key, tmp := range j.Result {
				exts := []interface{}{}
				for k, v := range tmp {
					//table抽取到的数据不清理
					if v.Type == "table" && v.Field == "projectname" {
						return
					}
					text := qu.ObjToString(v.Value)
					if text != "" {
						text = in.RegPreBac.Reg.ReplaceAllString(text, in.RegPreBac.Replace)
					}
					if text == qu.ObjToString(v.Value) { //值未发生改变，不存日志
						continue
					}
					j.Result[key][k].Value = text
					exts = append(exts, map[string]interface{}{
						"field":     v.Field,
						"code":      v.Code,
						"ruletext":  v.RuleText,
						"type":      v.Type,
						"matchtype": v.MatchType,
						"extfrom":   v.ExtFrom,
						"value":     text,
					})
				}
				if len(exts) > 0 {
					extinfo[key] = exts
					AddExtLog("clear", j.SourceMid, j.Result, extinfo, in, t) //抽取日志
				}
			}
		}
	}
}

//后置过滤
func ExtRegBackPkg(j *ju.Job, in *RegLuaInfo) {
	defer qu.Catch()
	for k, v := range j.BlockPackage {
		if in.Field == "winner" {
			j.BlockPackage[k].Winner = in.RegPreBac.Reg.ReplaceAllString(v.Winner, in.RegPreBac.Replace)
		} else if in.Field == "bidstatus" {
			j.BlockPackage[k].BidStatus = in.RegPreBac.Reg.ReplaceAllString(v.BidStatus, in.RegPreBac.Replace)
		} else if in.Field == "" {
			j.BlockPackage[k].Text = in.RegPreBac.Reg.ReplaceAllString(v.Text, in.RegPreBac.Replace)
		} else if in.Field == "projectname" {
			j.BlockPackage[k].Name = in.RegPreBac.Reg.ReplaceAllString(v.Name, in.RegPreBac.Replace)
		} else if in.Field == "winnerperson" {
			j.BlockPackage[k].WinnerPerson = in.RegPreBac.Reg.ReplaceAllString(v.WinnerPerson, in.RegPreBac.Replace)
		} else if in.Field == "winnertel" {
			j.BlockPackage[k].WinnerTel = in.RegPreBac.Reg.ReplaceAllString(v.WinnerTel, in.RegPreBac.Replace)
		}
	}
}

//KV过滤
func ExtRuleKV(j *ju.Job, in *RegLuaInfo, t *TaskInfo) {
	defer qu.Catch()
	extinfo := map[string]interface{}{}
	if in.Field != "" {
		if j.Result[in.Field] != nil {
			tmp := j.Result[in.Field]
			exts := []interface{}{}
			for k, v := range tmp {
				if v.Type != "table" && !strings.Contains(v.Type, "colon") && !strings.Contains(v.Type, "space") {
					continue
				}
				text := qu.ObjToString(v.Value)
				if text != "" {
					text = in.RegPreBac.Reg.ReplaceAllString(text, in.RegPreBac.Replace)
				}
				if text == qu.ObjToString(v.Value) { //值未发生改变，不存日志
					continue
				}
				j.Result[in.Field][k].Value = text
				exts = append(exts, map[string]interface{}{
					"field":     v.Field,
					"code":      v.Code,
					"ruletext":  v.RuleText,
					"type":      v.Type,
					"matchtype": v.MatchType,
					"extfrom":   v.ExtFrom,
					"value":     text,
				})
			}
			if len(exts) > 0 {
				extinfo[in.Field] = exts
				AddExtLog("clear", j.SourceMid, tmp, extinfo, in, t) //抽取日志
			}
		}
	}
}

//获取抽取结果map[string][]interface{},lua脚本使用
func GetResultMapForLua(j *ju.Job) map[string][]map[string]interface{} {
	defer qu.Catch()
	result := map[string][]map[string]interface{}{}
	for key, val := range j.Result {
		if result[key] == nil {
			result[key] = []map[string]interface{}{}
		}
		for _, v := range val {
			tmp := map[string]interface{}{
				"field":     v.Field,
				"code":      v.Code,
				"ruletext":  v.RuleText,
				"value":     v.Value,
				"type":      v.Type,
				"matchtype": v.MatchType,
				"extfrom":   v.ExtFrom,
			}
			result[key] = append(result[key], tmp)
		}
	}
	return result
}

//抽取日志
func AddExtLog(ftype, sid string, before interface{}, extinfo interface{}, v *RegLuaInfo, t *TaskInfo) {
	defer qu.Catch()
	if !t.IsEtxLog {
		return
	}
	logdata := map[string]interface{}{
		"code":       qu.If(v.Code == "", "kv", v.Code),
		"name":       v.Name,
		"type":       ftype,
		"ruletext":   v.RuleText,
		"islua":      v.IsLua,
		"field":      v.Field,
		"version":    t.Version,
		"taskname":   t.Name,
		"before":     before,
		"extinfo":    extinfo,
		"sid":        sid,
		"comeintime": time.Now().Unix(),
	}
	lock.Lock()
	ExtLogs[t] = append(ExtLogs[t], logdata)
	lock.Unlock()
}
func BeforeAddClearFnLog(ftype, name, sid, before, matchtype string, ext *ju.ExtField, e *ExtractTask) {
	exts := []map[string]interface{}{}
	exts = append(exts, map[string]interface{}{
		"field":     ext.Field,
		"code":      ext.Code,
		"type":      ftype,
		"matchtype": matchtype,
		"extfrom":   ext.ExtFrom,
		"value":     ext.Value,
	})
	extinfo := map[string]interface{}{
		ext.Field: exts,
	}
	AddClearFnLog(ftype, sid, before, extinfo, ext.Code, name, ext.Field, e.TaskInfo)
}
func AddClearFnLog(ftype, sid string, before interface{}, extinfo interface{}, code, name, field string, t *TaskInfo) {
	defer qu.Catch()
	if !t.IsEtxLog {
		return
	}
	logdata := map[string]interface{}{
		"code":       code,
		"name":       name,
		"type":       ftype,
		"ruletext":   "",
		"islua":      false,
		"field":      field,
		"version":    t.Version,
		"taskname":   t.Name,
		"before":     before,
		"extinfo":    extinfo,
		"sid":        sid,
		"comeintime": time.Now().Unix(),
	}
	lock.Lock()
	ExtLogs[t] = append(ExtLogs[t], logdata)
	lock.Unlock()
}

//保存抽取日志
func SaveExtLog() {
	defer qu.Catch()
	tmpLogs := map[*TaskInfo][]map[string]interface{}{}
	lock.Lock()
	tmpLogs = ExtLogs
	ExtLogs = map[*TaskInfo][]map[string]interface{}{}
	lock.Unlock()
	for k, v := range tmpLogs {
		if len(v) < saveLimit {
			db.Mgo.SaveBulk(k.TrackColl, v...)
		} else {
			for {
				if len(v) > saveLimit {
					tmp := v[:saveLimit]
					db.Mgo.SaveBulk(k.TrackColl, tmp...)
					v = v[saveLimit:]
				} else {
					db.Mgo.SaveBulk(k.TrackColl, v...)
					break
				}
			}
		}
	}
	time.AfterFunc(10*time.Second, SaveExtLog)
}

type FieldValue struct {
	Value interface{}
	Count int
}

var clearWinnerReg = regexp.MustCompile("名称|施工|拟定供应商名称|：|:")

//分析抽取结果并保存
func AnalysisSaveResult(j, jf *ju.Job, e *ExtractTask) {
	qu.Try(func() {
		if (j.Category == "招标" || j.Category == "预告") && (len(j.BlockPackage) > 0 || len(j.PackageInfo) > 0 || len(j.Result) > 0) {
			if j.CategorySecond != "单一" {
				delete(j.Result, "winner")
				delete(j.Result, "bidamount")
				for _, v := range j.BlockPackage {
					v.Bidamount = 0
					v.IsTrueBidamount = false
					if v.Winner != "" {
						v.Winner = ""
						if v.SpaceKV != nil {
							delete(v.SpaceKV.KvTags, "中标单位")
						}
						if v.TableKV != nil {
							delete(v.TableKV.KvTags, "中标单位")
						}
						if v.ColonKV != nil {
							delete(v.ColonKV.KvTags, "中标单位")
						}
					}
				}
				for _, v := range j.PackageInfo {
					delete(v, "winner")
					delete(v, "bidamount")
				}
			}
		}
		//重新取出清理过后的中标候选人
		resetWinnerorder(j)
		doc, result, _id := funcAnalysis(j, e)
		if ju.IsSaveTag {
			go otherNeedSave(j, result, e)
		}
		//从排序结果中取值
		tmp := map[string]interface{}{} //抽取值
		tmp["spidercode"] = j.SpiderCode
		tmp["site"] = j.Site
		if len(*j.Jsondata) > 0 {
			tmp["jsondata"] = j.Jsondata
		}
		for _, val := range result {
			for _, v := range val { //取第一个非负数,项目名称除外
				//存0是否有效
				if (v.Field == "bidamount" || v.Field == "budget") && v.IsTrue{
					tmp[v.Field] = v.Value
					break
				}
				if v.Score > -1 {
					tmp[v.Field] = v.Value
					break
				}
			}
		}
		if len(j.PackageInfo) > 15 {
			for k, v := range j.PackageInfo {
				j.PackageInfo = map[string]map[string]interface{}{}
				j.PackageInfo[k] = v
				break
			}
		}
		if len(j.PackageInfo) > 0 { //分包信息
			tmp["package"] = j.PackageInfo
			//包预算，中标金额合并大于抽取就覆盖
			var tmpBidamount, tmpBudget float64
			//s_winner逗号分隔拼接，分包中标人
			var tmpstr, savewinner []string
			//按包排序
			for b, v := range j.PackageInfo {
				if v["winner"] != nil && v["winner"] != "" {
					tmpstr = append(tmpstr, b)
				}
			}
			//包预算，中标金额合并大于抽取就覆盖
			if len(j.PackageInfo) >= 1 {
				//包数大于1累加
				for _, v := range j.PackageInfo {
					if v["budget"] != nil {
						tmpBudget += qu.Float64All(v["budget"])
					}
					if v["bidamount"] != nil {
						tmpBidamount += qu.Float64All(v["bidamount"])
					}
				}
				if qu.Float64All(tmp["budget"]) < tmpBudget {
					tmp["budget"] = tmpBudget
				}
				if qu.Float64All(tmp["bidamount"]) > 0 && qu.Float64All(tmp["budget"]) > 0 && (qu.Float64All(tmp["bidamount"])/10 > qu.Float64All(tmp["budget"])) {
					tmp["bidamount"] = tmpBidamount
				} else if qu.Float64All(tmp["bidamount"]) < tmpBidamount {
					tmp["bidamount"] = tmpBidamount
				}
			} else {
				//包数等于1,tmp没有值取包里的值
				if tmp["budget"] == nil || tmp["budget"] == 0 {
					for _, v := range j.PackageInfo {
						if v["budget"] != nil {
							tmp["budget"] = v["budget"]
						}
					}

				}
				if tmp["bidamount"] == nil || tmp["bidamount"] == 0 {
					for _, v := range j.PackageInfo {
						if v["bidamount"] != nil {
							tmp["bidamount"] = v["bidamount"]
						}
					}
				}
			}
			//s_winner逗号分隔拼接，分包中标人
			sort.Strings(tmpstr)
			for _, v := range tmpstr {
				svvvv := qu.ObjToString(j.PackageInfo[v]["winner"])
				savevvv := clearWinnerReg.ReplaceAllString(svvvv, "")
				if savevvv == "" {
					continue
				}
				savewinner = append(savewinner, savevvv)
			}
			if (savewinner == nil || len(savewinner) == 0) && tmp["winner"] != nil {
				tmp["s_winner"] = tmp["winner"]
			} else if savewinner != nil {
				savewinner = RemoveReplicaSliceString(savewinner)
				tmp["s_winner"] = strings.Join(savewinner, ",")
			}
		} else if tmp["winner"] != nil && tmp["winner"] != "" {
			//没有分包取winner
			tmp["s_winner"] = tmp["winner"]
		}
		if len(j.Winnerorder) > 0 { //候选人信息
			for i, v := range j.Winnerorder {
				if v["price"] != nil {
					tmpPrice := clear.ObjToMoney([]interface{}{v["price"], ""}, j.SpiderCode, j.IsClearnMoney)
					if tmpPrice[len(tmpPrice)-1].(bool) {
						j.Winnerorder[i]["price"] = tmpPrice[0]
					} else {
						delete(j.Winnerorder[i], "price")
					}
				}
			}
			tmp["winnerorder"] = j.Winnerorder
		}
		//处理附件
		var resultf map[string][]*ju.ExtField
		ffield := map[string]interface{}{}
		if jf != nil {
			_, resultf, _ = funcAnalysis(jf, e)
			for _, val := range resultf {
				for _, v := range val { //取第一个非负数
					if v.Score > -1 {
						ffield[v.Field] = v.Value
						if tmp[v.Field] == nil {
							if (v.Field == "bidamount" || v.Field == "budget") && v.IsTrue {
								tmp[v.Field] = v.Value
								break
							}
						}
						break
					}
				}
			}
			if len(jf.PackageInfo) > 0 { //分包信息
				ffield["package"] = jf.PackageInfo
			}
			if len(jf.Winnerorder) > 0 { //候选人信息
				ffield["winnerorder"] = jf.Winnerorder
			}
		}
		for k, v := range *doc {
			if utf8.RuneCountInString(qu.ObjToString(v)) > 100000 {
				(*doc)[k] = []rune(qu.ObjToString(v))[:100000]
			}
			//去重冗余字段
			if delFiled(k) {
				continue
			}
			if tmp[k] == nil {
				tmp[k] = v
			}
		}
		//质量审核
		if ju.QualityAudit {
			e.QualityAudit(tmp)
		}
		//城市抽取
		if e.IsExtractCity {
			//e.ExtractCity(j, tmp, _id)
			e.NewExtractCity(j, &tmp, _id)
		}
		//品牌抽取
		if ju.IsBrandGoods {
			tmp["checkhas"] = map[string]int{
				"hastable": j.HasTable,
				"hasgoods": j.HasGoods,
				"hasbrand": j.HasBrand,
				"haskey":   j.HasKey,
			}
			if len(j.BrandData) > 0 {
				tmp["tablebrand"] = j.BrandData
			}
			// log.Debug("============", j.HasBrand, j.HasGoods, j.HasKey, j.HasTable, j.BrandData)
		}
		//prince和number抽取
		if ju.IsPriceNumber {
			priceNumberLen := len(j.PriceNumberData)
			if priceNumberLen > 1 { //table数据去重
				tmpPriceNumberData := []map[string]interface{}{}
				tableStrs := map[string]bool{}
				for _, tb := range j.PriceNumberData {
					has := false
					bytes, _ := json.Marshal(tb)
					str := string(bytes)
					if len(tableStrs) > 0 && tableStrs[str] {
						has = true
					} else {
						tableStrs[str] = true
					}
					if !has {
						for _, data := range tb {
							tmpPriceNumberData = append(tmpPriceNumberData, data)
						}
					}
				}
				tmp["pricenumber"] = tmpPriceNumberData
			} else if priceNumberLen == 1 {
				tmp["pricenumber"] = j.PriceNumberData[0]
			}
		}
		//所有kv组成的字符串
		var kvtext bytes.Buffer
		blocks := make([]ju.BlockAndTag, 0)
		for _, v := range j.Block {
			//分包和标签
			if ju.SaveBlock {
				xx, _ := json.Marshal(v)
				tmpblock := new(ju.TmpBlock)
				err := json.Unmarshal(xx, &tmpblock)
				if err != nil {
					if v.BPackage != nil {
						bpb, _ := json.Marshal(v.BPackage)
						tmpblock.BPackage = string(bpb)
					}
					tmpblock = rangeBlockToJson(v, *tmpblock)
				}
				blocks = append(blocks, ju.BlockAndTag{v.Tag, tmpblock})
			}
			//把所有kv组装成一个字符串，存库
			for _, jv := range []*ju.JobKv{v.ColonKV, v.SpaceKV, v.TableKV} {
				if jv == nil {
					continue
				}
				for jv_k, jv_v := range jv.KvTags {
					for _, jv_vv := range jv_v {
						kvtext.WriteString(jv_k)
						kvtext.WriteString(":")
						kvtext.WriteString(jv_vv.Value)
						kvtext.WriteString("\n")
					}
				}
			}
		}
		if kvtext.Len() > 0 {
			tmp["kvtext"] = kvtext.String()
		}
		if len(blocks) > 0 {
			if blocksBytes, err := json.Marshal(blocks); err == nil {
				if utf8.RuneCount(blocksBytes) < 100000 {
					tmp["blocks"] = string(blocksBytes)
				}
			}
		}
		tmp["dataging"] = j.Dataging
		//budget bidamount
		if bg, ok := tmp["budget"].(float64); ok && bg >= 500000000000 {
			delete(tmp, "budget")
		}
		if bg, ok := tmp["bidamount"].(float64); ok && bg >= 500000000000 {
			delete(tmp, "bidamount")
		}
		//检查字段
		tmp = checkFields(tmp)
		if tmp["projectname"] == nil || tmp["projectname"] == "" {
			tmp["projectname"] = j.Title
		}
		tmp["repeat"] = 0
		if ju.Ffield {
			if len(ffield) > 0 {
				tmp["ffield"] = ffield
			}
		}
		if e.TaskInfo.TestColl == "" {
			if len(tmp) > 0 { //保存抽取结果
				tmparr := []map[string]interface{}{
					map[string]interface{}{
						"_id": qu.StringTOBsonId(_id),
					},
					map[string]interface{}{"$set": tmp},
				}
				e.RWMutex.Lock()
				e.BidArr = append(e.BidArr, tmparr)
				e.BidTotal++
				e.RWMutex.Unlock()
			}
			if ju.SaveResult {
				id := tmp["_id"]
				tmp["result"] = result
				tmp["resultf"] = resultf
				delete(tmp, "_id")
				tmparr := []map[string]interface{}{
					map[string]interface{}{
						"_id": id,
					},
					map[string]interface{}{"$set": tmp},
				}
				e.RWMutex.Lock()
				e.ResultArr = append(e.ResultArr, tmparr)
				e.RWMutex.Unlock()
			}
		} else { //测试结果
			delete(tmp, "_id")
			delete(tmp, "fieldall")
			if len(j.BlockPackage) > 0 { //分包详情
				if len(j.BlockPackage) > 10 {
					tmp["epackage"] = "分包异常"
				} else {
					bs, _ := json.Marshal(j.BlockPackage)
					tmp["epackage"] = string(bs)
				}
			}
			tmp["result"] = result
			//tmp["resultf"] = resultf
			b := db.Mgo.Update(e.TaskInfo.TestColl, `{"_id":"`+_id+`"}`, map[string]interface{}{"$set": tmp}, true, false)
			if !b {
				log.Debug(e.TaskInfo.TestColl, _id)
			}
		}
	}, func(err interface{}) {
		log.Debug("AnalysisSaveResult err", err)
	})
}

func checkFields(tmp map[string]interface{}) map[string]interface{} {
	delete(tmp, "contenthtml")
	delete(tmp, "detail")
	//delete(tmp, "toptype")
	//delete(tmp, "subtype")
	if _, ok := tmp["bidamount"].(string); ok {
		delete(tmp, "bidamount")
	} else if fb, ok := tmp["bidamount"].(float64); ok && fb > 0 && qu.Float64All(tmp["budget"]) > 0 && fb/100 > qu.Float64All(tmp["budget"]) {
		delete(tmp, "bidamount")
	}
	if _, ok := tmp["budget"].(string); ok {
		delete(tmp, "budget")
	}
	if _, ok := tmp["bidopentime"].(string); ok {
		delete(tmp, "bidopentime")
	}
	if _, ok := tmp["signaturedate"].(string); ok {
		delete(tmp, "signaturedate")
	}
	for k, v := range tmp {
		if v == "" {
			delete(tmp, k)
		}
	}
	return tmp
}

//保存其他
//kv、表格、块上的标签凡是新的标签都入库
//val  type   times   firstid  createtime 判定field
func otherNeedSave(j *ju.Job, result map[string][]*ju.ExtField, e *ExtractTask) {
	now := time.Now().Unix()
	coll := e.TaskInfo.TestColl
	if coll == "" {
		coll = "extract_tag_result"
	} else {
		coll += "_tag"
	}
	datas := []map[string]interface{}{}
	kv := map[string]int{}
	for _, v := range j.Block {
		//
		for _, vv := range []*ju.JobKv{v.ColonKV, v.TableKV, v.SpaceKV} {
			if vv == nil || vv.KvTags == nil {
				continue
			}
			for kkk, vvv := range vv.KvTags {
				for _, vvvv := range vvv {
					if vvvv.IsInvalid {
						kv[kkk] = kv[kkk] + 1
						break
					}
				}
			}
		}
		for _, vv := range v.NotClassifyTitles {
			datas = append(datas, map[string]interface{}{
				"val":        vv,
				"times":      0,
				"type":       "block",
				"firstid":    j.SourceMid,
				"createtime": now,
			})
			if len(datas) == saveLimit {
				db.Mgo.SaveBulk(coll, datas...)
				datas = []map[string]interface{}{}
			}
		}
	}
	for k, v := range kv {
		datas = append(datas, map[string]interface{}{
			"val":        k,
			"times":      v,
			"type":       "kv",
			"firstid":    j.SourceMid,
			"createtime": now,
		})
		if len(datas) == saveLimit {
			db.Mgo.SaveBulk(coll, datas...)
			datas = []map[string]interface{}{}
		}
	}
	if len(datas) > 0 {
		db.Mgo.SaveBulk(coll, datas...)
	}
}

func rangeBlockToJson(j *ju.Block, tmpblock ju.TmpBlock) (b *ju.TmpBlock) {
	if j == nil {
		return nil
	}
	if len(j.Block) > 0 {
		for i, v := range j.Block {
			rangetmp := new(ju.TmpBlock)
			vb, _ := json.Marshal(v)
			json.Unmarshal(vb, &rangetmp)
			tmpblock.Block[i] = rangeBlockToJson(v, *rangetmp)
		}
	}
	if j.ColonKV != nil {
		cb, _ := json.Marshal(j.ColonKV)
		tmpblock.ColonKV = string(cb)
	}
	if j.SpaceKV != nil {
		sb, _ := json.Marshal(j.SpaceKV)
		tmpblock.SpaceKV = string(sb)
	}
	if j.TableKV != nil {
		tb, _ := json.Marshal(j.TableKV)
		tmpblock.TableKV = string(tb)
	}
	return &tmpblock
}

//去重冗余字段
func delFiled(k string) bool {
	return k == "detailfile" || k == "summary" || k == "detail" || k == "contenthtml" || k == "site" || k == "spidercode" || k == "projectinfo" || k == "jsondata"
}

func funcAnalysis(j *ju.Job, e *ExtractTask) (*map[string]interface{}, map[string][]*ju.ExtField, string) {
	defer qu.Catch()
	doc := j.Data
	result := j.Result
	_id := qu.BsonIdToSId((*doc)["_id"])
	result = ScoreFields(j, e.Tag) //正负面词打分

	//结果排序
	for _, val := range result {
		ju.Sort(val)
	}
	if !(len(j.Result) <= 0 || j.Jsondata == nil || len(*j.Jsondata) <= 0) {
		//jsondata清理
		clearJd(j.Jsondata, e, j.SpiderCode, j.IsClearnMoney)
		marshalbt, _ := json.Marshal(j.Jsondata)
		tmpjddata := make(map[string]interface{})
		json.Unmarshal(marshalbt, &tmpjddata)
		for _, jdkey := range ju.JsonData {
			if (*j.Jsondata)[jdkey] != nil && (*j.Jsondata)[jdkey] != "" && len(j.Result[jdkey]) >= 5 {
				for tmpk, tmpv := range j.Result[jdkey][:5] {
					if jdkey == "budget" || jdkey == "bidamount" {
						lockclear.Lock()
						cfn := e.ClearFn[jdkey]
						lockclear.Unlock()
						if len(cfn) == 0 {
							continue
						}
						newNum := clear.DoClearFn(cfn, []interface{}{(*j.Jsondata)[jdkey], ""}, j.SpiderCode, j.IsClearnMoney)
						if tmpv.Value == newNum[0] {
							extField := &ju.ExtField{Code: "JsonData_" + jdkey + "_j.Result" + fmt.Sprint(tmpk), Field: jdkey, ExtFrom: "JsonData_" + jdkey + "_j.Result" + fmt.Sprint(tmpk), SourceValue: (*j.Jsondata)[jdkey], Value: newNum[0], Score: 100, IsTrue: newNum[len(newNum)-1].(bool)}
							j.Result[jdkey] = append(j.Result[jdkey], extField)
							ju.Sort(j.Result[jdkey])
							delete((*j.Jsondata), jdkey)
							break
						}
					} else {
						if (*j.Jsondata)[jdkey] == tmpv.Value {
							extField := &ju.ExtField{Code: "JsonData_" + jdkey + "_j.Result" + fmt.Sprint(tmpk), Field: jdkey, ExtFrom: "JsonData_" + jdkey + "_j.Result" + fmt.Sprint(tmpk), SourceValue: (*j.Jsondata)[jdkey], Value: tmpv.Value, Score: 100}
							j.Result[jdkey] = append(j.Result[jdkey], extField)
							ju.Sort(j.Result[jdkey])
							delete((*j.Jsondata), jdkey)
							break
						}
					}
				}
			}
		}
		if len(*j.Jsondata) > 0 {
			j.Result = JsonDataMergeProcessing(j, e)
		}
		j.Jsondata = &tmpjddata
	}
	return doc, result, _id
}

//辅助信息，如果没有排序先排序
func auxInfo(j *ju.Job) map[string][]map[string]interface{} {
	fieldalls := map[string][]map[string]interface{}{}
	if j == nil {
		return fieldalls
	}
	qykredis := redis.RedisPool[ju.QYK_RedisName].Get()
	defer qykredis.Close()
	db := 0
	for field, val := range j.Result {
		//ju.Sort(val)
		if field == "buyer" {
			db = ju.BuyerDB
		} else if field == "winner" {
			db = ju.WinnerDB
		} else if field == "agency" {
			db = ju.AgencyDB
		}
		sfields := []map[string]interface{}{}
		for _, v := range val {
			standardized := false
			if _, err := qykredis.Do("SELECT", db); err != nil {
				fmt.Println("redis select err", err)
			} else {
				rep, err := qykredis.Do("GET", v.Value)
				if rep != nil && err == nil {
					standardized = true
				}
			}
			if field == "budget" || field == "bidamount" {
				if !v.IsTrue {
					continue
				}
			}
			sfield := map[string]interface{}{
				"val":          v.Value,
				"type":         v.Type,
				"score":        v.Score,
				"blocktag":     v.BlockTag,
				"sourceval":    v.SourceValue,
				"standardized": standardized,
			}
			sfields = append(sfields, sfield)
		}
		fieldalls[field] = sfields
	}
	return fieldalls
}
func (e *ExtractTask) QualityAudit(resulttmp map[string]interface{}) {
	defer qu.Catch()
	//获取审核字段
	for _, field := range e.AuditFields {
		//1.分包
		if resulttmp["package"] != nil {
			packagedata := resulttmp["package"].(map[string]map[string]interface{})
			for _, val := range packagedata {
				if val[field] != nil {
					fv := qu.ObjToString(val[field])
					if fv != "" {
						if field == "buyer" || field == "winner" { //field为buyer和winner时特殊处理，先从Redis中查，有直接通过，没有走匹配规则
							e.RedisMatch(field, fv, val) //redis匹配
						} else { //除了buyer和winner，其他字段走规则匹配
							e.RuleMatch(field, fv, val)
						}
					}
				}
			}
		}
		//2.外围
		if resulttmp[field] != nil {
			fv := qu.ObjToString(resulttmp[field])
			if fv != "" {
				if field == "buyer" || field == "winner" { //field为buyer和winner时特殊处理，先从Redis中查，有直接通过，没有走匹配规则
					e.RedisMatch(field, fv, resulttmp) //redis匹配
				} else { //除了buyer和winner，其他字段走规则匹配
					e.RuleMatch(field, fv, resulttmp)
				}
			}
		}
	}
}

//Redis匹配
func (e *ExtractTask) RedisMatch(field, fv string, val map[string]interface{}) {
	defer qu.Catch()
	i := redis.GetInt(field, field+"_"+fv) //查找redis
	if i == 0 {                            //reids未找到，执行规则匹配
		val[field+"_isredis"] = false
		e.RuleMatch(field, fv, val) //规则匹配
	} else { //redis找到，打标识存库
		val[field+"_isredis"] = true
	}
}

//规则匹配
func (e *ExtractTask) RuleMatch(field, fieldval string, tmpMap map[string]interface{}) {
	defer qu.Catch()
	if fieldval != "" {
		SMap := e.StartMatch(field, fieldval)
		//SMap.AddKey(field+"_isaudit", false)
		for _, k := range SMap.Keys {
			tmpMap[k] = SMap.Map[k]
		}
		tmpMap[field+"_isaudit"] = false //添加字段未审核信息
	}
}

//开始规则匹配
func (e *ExtractTask) StartMatch(field, text string) *pretreated.SortMap {
	defer qu.Catch()
	SMap := pretreated.NewSortMap()
	lock.Lock()
	f := e.RecogFieldMap[field]
	lock.Unlock()
	if len(f) > 0 {
		fid := qu.BsonIdToSId(f["_id"])
		recogFieldPreRule := qu.ObjToString(f["s_recogfield_prerule"])
		textAfterRecogFieldPrerule := ju.PreFilter(text, recogFieldPreRule) //识别字段的前置过滤
		if textAfterRecogFieldPrerule != "" {
			lock.Lock()
			classMap := e.FidClassMap[fid]
			lock.Unlock()
		L:
			for _, c := range classMap { //class
				classid := qu.BsonIdToSId(c["_id"])
				classPrerule := qu.ObjToString(c["s_class_prerule"])
				savefield := qu.ObjToString(c["s_savefield"])                                   //保存字段
				textAfterClassPrerule := ju.PreFilter(textAfterRecogFieldPrerule, classPrerule) //class的前置过滤
				if textAfterClassPrerule != "" {
					lock.Lock()
					ruleMap := e.CidRuleMap[classid]
					lock.Unlock()
					for _, r := range ruleMap { //rule
						rulePrerule := qu.ObjToString(r["s_rule_prerule"])
						s_name := qu.ObjToString(r["s_name"])
						rule := r["rule"].([]interface{})
						textAfterRulePrerule := ju.PreFilter(textAfterClassPrerule, rulePrerule) //class的前置过滤
						if textAfterRulePrerule != "" {
							b, _ := ju.RecogAnalyRules(textAfterRulePrerule, rule)
							if b { //匹配到一个分类下某个规则时，不再继续匹配
								if savefield != "" { //保存字段不为空，存储代码信息
									SMap.AddKey(field+"_"+savefield, s_name)
								}
								break L
							}
						}
					}
				}
			}
		}
	}
	return SMap
}

//中标候选人经过清理之后，重新取出赋值
func resetWinnerorder(j *ju.Job) {
	if len(j.Winnerorder) == 0 {
		return
	}
	maxlen := len(j.Winnerorder) - 1
	//中标单位
	//i := 0
	winners := []*ju.ExtField{}
	bidamounts := []*ju.ExtField{}

	if maxlen > 0 {
		winners = append(winners, &ju.ExtField{Code: "winnerorder", Field: "winner", ExtFrom: "j.Winnerorder", Value: j.Winnerorder[0]["entname"], Score: 0.5})
		if j.Winnerorder[0]["price"] != nil {
			tmpPrice := clear.ObjToMoney([]interface{}{j.Winnerorder[0]["price"], ""}, j.SpiderCode, j.IsClearnMoney)
			if tmpPrice[len(tmpPrice)-1].(bool) {
				bidamounts = append(bidamounts, &ju.ExtField{Code: "winnerorder", Field: "bidamount", ExtFrom: "j.Winnerorder", SourceValue: j.Winnerorder[0]["price"], Value: tmpPrice[0], Score: 2.5})
			}
		}
	}
	if j.Result["winner"] == nil && len(winners) > 0 {
		j.Result["winner"] = winners
	} else if len(winners) > 0 {
		j.Result["winner"] = append(j.Result["winner"], winners...)
	}
	if j.Result["bidamount"] == nil && len(bidamounts) > 0 {
		j.Result["bidamount"] = bidamounts
	} else if len(bidamounts) > 0 {
		j.Result["bidamount"] = append(j.Result["bidamount"], bidamounts...)
	}
	if j.Result["winner"] == nil && len(j.Winnerorder) > 0 && qu.Float64All(j.Winnerorder[0]["sort"]) == 1 {
		winners = append(winners, &ju.ExtField{Code: "winnerorder", Field: "winner", ExtFrom: "j.Winnerorder", Value: j.Winnerorder[0]["entname"], Score: 0.5})
		j.Result["winner"] = winners
		if j.Winnerorder[0]["price"] != nil {
			tmpPrice := clear.ObjToMoney([]interface{}{j.Winnerorder[0]["price"], ""}, j.SpiderCode, j.IsClearnMoney)
			if tmpPrice[len(tmpPrice)-1].(bool) {
				bidamounts = append(bidamounts, &ju.ExtField{Code: "winnerorder", Field: "bidamount", ExtFrom: "j.Winnerorder", SourceValue: j.Winnerorder[0]["price"], Value: tmpPrice[0], Score: 2.5, IsTrue: true})
			}
			j.Result["bidamount"] = bidamounts
		}
	}
}
func RemoveReplicaSliceString(slc []string) []string {
	result := make([]string, 0)
	tempMap := make(map[string]bool, len(slc))
	for _, e := range slc {
		if tempMap[e] == false {
			tempMap[e] = true
			result = append(result, e)
		}
	}
	return result
}