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@@ -1,15 +1,17 @@
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package main
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import (
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- "log"
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- "strings"
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- "time"
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-
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+ "fmt"
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"github.com/robfig/cron/v3"
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"github.com/spf13/viper"
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util "jygit.jydev.jianyu360.cn/data_processing/common_utils"
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es "jygit.jydev.jianyu360.cn/data_processing/common_utils/elastic"
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"jygit.jydev.jianyu360.cn/data_processing/common_utils/mongodb"
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+ "log"
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+ "regexp"
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+ "strings"
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+ "sync"
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+ "time"
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)
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var (
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@@ -24,6 +26,13 @@ var (
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RuleE = make([]string, 0)
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)
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+type RequestData struct {
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+ Title string
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+ Projectname string
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+ Class []string
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+ ID string
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+}
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+
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const timeTypeAll = 1
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const timeTypeInc = 2
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@@ -47,7 +56,12 @@ func InitConfig() (err error) {
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}
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func Init() {
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- InitConfig()
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+ err := InitConfig()
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+ if err != nil {
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+ log.Println("配置文件错误", err)
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+ return
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+ }
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+
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Mgo = &mongodb.MongodbSim{
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MongodbAddr: GF.Mongo.Host,
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//MongodbAddr: "127.0.0.1:27083",
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@@ -67,13 +81,15 @@ func Init() {
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}
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Esa.InitElasticSize()
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- Esb = &es.Elastic{
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- S_esurl: GF.Esb.URL,
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- I_size: 5,
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- Username: GF.Esb.Username,
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- Password: GF.Esb.Password,
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+ if GF.Esb.URL != "" {
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+ Esb = &es.Elastic{
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+ S_esurl: GF.Esb.URL,
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+ I_size: 5,
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+ Username: GF.Esb.Username,
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+ Password: GF.Esb.Password,
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+ }
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+ Esb.InitElasticSize()
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}
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- Esb.InitElasticSize()
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RuleA = strings.Split(GF.Env.Rulea, "\n")
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RuleB = strings.Split(GF.Env.Ruleb, "\n")
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@@ -84,7 +100,11 @@ func Init() {
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func main() {
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Init()
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- // dealAll() //存量数据
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+ //dealAll() //规则处理存量数据
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+ //dealInc()
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+ //dealAllAi() //大模型
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+
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+ //select {}
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local, _ := time.LoadLocation("Asia/Shanghai")
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c := cron.New(cron.WithLocation(local), cron.WithSeconds())
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@@ -101,6 +121,7 @@ func main() {
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// dealInc 处理增量数据
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func dealInc() {
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+ log.Println("开始处理增量数据")
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now := time.Now()
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start := time.Date(now.Year(), now.Month(), now.Day()+GF.Env.Start, 0, 0, 0, 0, now.Location())
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end := time.Date(now.Year(), now.Month(), now.Day()+GF.Env.End, 0, 0, 0, 0, now.Location())
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@@ -112,39 +133,69 @@ func dealInc() {
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},
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}
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dealTopInformation(where, timeTypeInc)
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+ //大模型处理，保存字段 tag_topinformation_zp
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+ if GF.Env.Doai {
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+ log.Println("开始处理大模型结果")
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+ go dealTopInformationAi4(where)
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+ }
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+
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+ log.Println("增量数据处理完毕")
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}
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// dealAll 处理存量数据
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func dealAll() {
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where := map[string]interface{}{
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"comeintime": map[string]interface{}{
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- "$gte": 1726070400,
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- "$lt": 1726156800,
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+ "$gte": 1704038400,
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+ "$lt": 1726851634,
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},
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}
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dealTopInformation(where, timeTypeAll) //处理情报标签一级
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}
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-// dealTopInformation 处理情报标签一级
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+func dealAllAi() {
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+ //where := map[string]interface{}{
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+ // //"comeintime": map[string]interface{}{
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+ // // //"$gte": 1726070400,
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+ // // "$lt": 1727078591,
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+ // //},
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+ //}
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+
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+ log.Println("开始处理数据")
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+ //dealTopInformationAi(where) //处理情报标签一级
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+ //dealTopInformationAi2(where) //处理情报标签一级;50个一组调用
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+ //dealTopInformationAi3(where) //单个数据调用
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+ dealTopInformationAi4(nil) //5一组，开启携程
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+ //dealTopInformationAi5(nil) //单条调用智普，开启携程
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+}
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+
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+// dealTopInformation 处理情报标签一级;剑鱼码 处理方式
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func dealTopInformation(where interface{}, timeType int) {
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if where == nil {
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log.Println("查询条件为空")
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- return
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}
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+
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+ log.Println(where)
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defer util.Catch()
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sess := Mgo.GetMgoConn()
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defer Mgo.DestoryMongoConn(sess)
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count := 0
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- it := sess.DB("qfw").C("bidding").Find(where).Select(nil).Iter()
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+ ch := make(chan bool, 5)
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+ wg := &sync.WaitGroup{}
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+ it := sess.DB(GF.Mongo.DB).C("bidding").Find(where).Select(nil).Iter()
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for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
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- if count%5000 == 0 {
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- log.Println("current:", count, tmp["title"])
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+ if count%1000 == 0 {
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+ log.Println("dealTopInformation,current:", count, tmp["title"], tmp["_id"])
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}
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-
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- if gov_classify, ok := tmp["gov_classify"]; !ok {
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- continue
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- } else {
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+ ch <- true
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+ wg.Add(1)
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+ go func(tmp map[string]interface{}) {
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+ defer func() {
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+ <-ch
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+ wg.Done()
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+ }()
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+ //
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topinformation := make([]string, 0) //
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hasNew := false
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if existTop, okk := tmp["tag_topinformation"]; okk {
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@@ -155,21 +206,25 @@ func dealTopInformation(where interface{}, timeType int) {
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}
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}
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- if govMap, ok3 := gov_classify.(map[string]interface{}); ok3 {
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+ if govMap, ok3 := tmp["gov_classify"].(map[string]interface{}); ok3 {
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zc_code := util.ObjToString(govMap["zc_code"])
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if IsInStringArray(zc_code, RuleA) {
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hasNew = true
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topinformation = append(topinformation, "情报_环境采购")
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- } else if IsInStringArray(zc_code, RuleB) {
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+ }
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+ if IsInStringArray(zc_code, RuleB) {
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hasNew = true
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topinformation = append(topinformation, "情报_印务商机")
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- } else if IsInStringArray(zc_code, RuleC) {
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+ }
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+ if IsInStringArray(zc_code, RuleC) {
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hasNew = true
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topinformation = append(topinformation, "情报_家具招投标")
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- } else if IsInStringArray(zc_code, RuleD) {
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+ }
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+ if IsInStringArray(zc_code, RuleD) {
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hasNew = true
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topinformation = append(topinformation, "情报_车辆租赁")
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- } else if IsInStringArray(zc_code, RuleE) {
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+ }
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+ if IsInStringArray(zc_code, RuleE) {
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hasNew = true
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topinformation = append(topinformation, "情报_安防")
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}
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@@ -190,29 +245,284 @@ func dealTopInformation(where interface{}, timeType int) {
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//log.Println("hasNew", " ====== ", biddingID)
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Mgo.UpdateById("bidding", biddingID, map[string]interface{}{"$set": updateMgo})
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//ToDo 2.更新es
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- // 存量数据
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- if timeType == timeTypeAll {
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- if util.IntAll(tmp["extracttype"]) != 1 {
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- continue
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- }
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- } else {
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- // 增量数据
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- if util.IntAll(tmp["dataprocess"]) != 8 {
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- continue
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- }
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+ if GF.Esa.URL != "" {
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+ _ = Esa.UpdateDocument("bidding", biddingID, updateEs)
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}
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- err := Esa.UpdateDocument("bidding", biddingID, updateEs)
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- if err != nil && err.Error() != "Document not updated: noop" {
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- log.Println("esa update err", biddingID, err)
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+ if GF.Esb.URL != "" {
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+ _ = Esb.UpdateDocument("bidding", biddingID, updateEs)
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}
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- err = Esb.UpdateDocument("bidding", biddingID, updateEs)
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- if err != nil && err.Error() != "Document not updated: noop" {
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- log.Println("esb update err", biddingID, err)
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+ }
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+
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+ }(tmp)
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+ tmp = make(map[string]interface{})
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+ }
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+
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+ wg.Wait()
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+ log.Println("剑鱼码规则处理数据处理完毕")
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+}
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+
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+// dealTopInformationAi2的基础上，开启协程
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+func dealTopInformationAi4(where interface{}) {
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+ defer util.Catch()
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+ sess := Mgo.GetMgoConn()
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+ defer Mgo.DestoryMongoConn(sess)
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+ count := 0
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+
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+ key := "4d5206b1b297c1e7b77f9578edcb2cf7.TNU2i8G1oUNdR02i"
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+ model := "glm-4-flash"
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+ //key := "6c86cea8659ff1d33b161ea7213ea97c.m4OcENaRan8NeLSZ" //我自己的key
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+
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+ re := regexp.MustCompile(`title:(.*?),projectname:(.*?),id:(.*?),class:(.*?)(?:\s*$|\n)`)
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+ var lines = make([]string, 0)
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+ it := sess.DB(GF.Mongo.DB).C(GF.Mongo.Coll).Find(where).Select(nil).Sort("-_id").Iter()
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+ resultsChan := make(chan map[string]string, 5000)
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+ sem := make(chan struct{}, 100) // 控制并发数量
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+ wg := sync.WaitGroup{}
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+ wg.Add(1)
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+ go func() {
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+ defer wg.Done()
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+ count2 := 0
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+ for item := range resultsChan {
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+ count2++
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+ // 处理返回结果，例如更新数据库
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+ tags := make([]string, 0)
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+ class := util.ObjToString(item["class"])
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+ if class == "其他分类" || class == "" || item["id"] == "" {
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+ continue
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+ }
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+ for _, v2 := range strings.Split(class, ",") {
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+ if v2 == "车辆领域" {
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+ tags = append(tags, "情报_车辆租赁")
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+ } else if v2 == "安防领域" {
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+ tags = append(tags, "情报_安防")
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+ } else if v2 == "印务领域" {
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+ tags = append(tags, "情报_印务商机")
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+ } else if v2 == "环境领域" {
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+ tags = append(tags, "情报_环境采购")
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+ } else if v2 == "家具领域" {
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+ tags = append(tags, "情报_家具招投标")
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}
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}
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+ if len(tags) > 0 {
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+ id := util.ObjToString(item["id"])
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+ updateMgo := map[string]interface{}{
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+ "tag_topinformation_zp": tags,
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+ //"topinformation_time": time.Now().Unix(),
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+ }
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+ Mgo.UpdateById("bidding", id, map[string]interface{}{"$set": updateMgo})
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+ updateEs := map[string]interface{}{
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+ "tag_topinformation_zp": tags,
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+ }
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+
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+ if count2%100 == 0 {
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+ log.Println("update es", id, tags)
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+ }
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+ if GF.Esa.URL != "" {
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+ _ = Esa.UpdateDocument("bidding", id, updateEs)
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+ }
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+
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+ if GF.Esb.URL != "" {
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+ _ = Esb.UpdateDocument("bidding", id, updateEs)
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+ }
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+ }
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+ }
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+ }()
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+
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+ for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
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+ if count%1000 == 0 {
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+ log.Println("current:", count, tmp["title"], tmp["_id"])
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+ }
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+ title := util.ObjToString(tmp["title"])
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+ projectname := util.ObjToString(tmp["projectname"])
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+ biddingID := mongodb.BsonIdToSId(tmp["_id"])
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+ lines = append(lines, fmt.Sprintf("title:%s,projectname:%s,id:%s", title, projectname, biddingID))
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+ if len(lines) == 5 {
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+ sem <- struct{}{} // 增加并发控制
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+ go func(lines []string) {
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+ defer func() { <-sem }() // 释放并发控制
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+ report := strings.Join(lines, "\n")
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+ resu, err := ZpAI4(key, model, report)
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+ lines = make([]string, 0)
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+
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+ if err != nil {
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+ log.Println("智普请求失败,", err, report)
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+ return
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+ }
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+ splitLines := strings.Split(resu, `;`)
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+ for _, line := range splitLines {
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+ matches := re.FindStringSubmatch(line)
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+ if len(matches) == 5 {
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+ result := map[string]string{
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+ "title": matches[1],
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+ "projectname": matches[2],
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+ "id": matches[3],
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+ "class": matches[4],
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+ }
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+ resultsChan <- result
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+ }
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+ }
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+ }(lines)
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+ // 清空 lines 切片而不是 reportBuilder
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+ lines = make([]string, 0)
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}
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}
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+ if len(lines) > 0 {
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+ report := strings.Join(lines, "\n")
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+ resu, err := ZpAI4(key, model, report)
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+ if err != nil {
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+ log.Println("智普请求失败,尝试再次请求", err)
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+ }
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+ resu, err = ZpAI4(key, model, report)
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+ if err == nil && resu != "" {
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+ splitLines := strings.Split(resu, "\n")
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+ for _, line := range splitLines {
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+ matches := re.FindStringSubmatch(line)
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+ if len(matches) == 5 {
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+ result := map[string]string{
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+ "title": matches[1],
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+ "projectname": matches[2],
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+ "id": matches[3],
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+ "class": matches[4],
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+ }
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+ resultsChan <- result
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+ }
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+ }
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+ }
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+ }
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+
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+ close(resultsChan) // 关闭 channel
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+ wg.Wait()
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+ log.Println("大模型处理数据处理完毕")
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+}
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+
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+// dealTopInformationAi5 单个调用ZpAI4,多协程
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+func dealTopInformationAi5(where interface{}) {
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+ defer util.Catch()
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+ sess := Mgo.GetMgoConn()
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+ defer Mgo.DestoryMongoConn(sess)
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+ count := 0
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+
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+ key := "4d5206b1b297c1e7b77f9578edcb2cf7.TNU2i8G1oUNdR02i"
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+ model := "glm-4-flash"
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+ re := regexp.MustCompile(`title:(.*?),projectname:(.*?),id:(.*?),class:(.*?)(?:\s*$|\n)`)
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+ ch := make(chan bool, 50)
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+ wg := &sync.WaitGroup{}
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+ it := sess.DB(GF.Mongo.DB).C(GF.Mongo.Coll).Find(where).Select(nil).Sort("-_id").Iter()
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+ for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
|
|
|
+ if count%100 == 0 {
|
|
|
+ log.Println("current:", count, tmp["title"], tmp["_id"])
|
|
|
+ }
|
|
|
+
|
|
|
+ ch <- true
|
|
|
+ wg.Add(1)
|
|
|
+
|
|
|
+ go func(tmp map[string]interface{}) {
|
|
|
+ defer func() {
|
|
|
+ <-ch
|
|
|
+ wg.Done()
|
|
|
+ }()
|
|
|
+ ////
|
|
|
+ title := util.ObjToString(tmp["title"])
|
|
|
+ projectname := util.ObjToString(tmp["projectname"])
|
|
|
+ biddingID := mongodb.BsonIdToSId(tmp["_id"])
|
|
|
+ text := fmt.Sprintf("title:%s,projectname:%s,id:%s\n", title, projectname, biddingID)
|
|
|
+ resu, err := ZpAI4(key, model, text)
|
|
|
+ if len(resu) > 0 && err != nil {
|
|
|
+ splitLines := strings.Split(resu, `;`)
|
|
|
+ for _, line := range splitLines {
|
|
|
+ matches := re.FindStringSubmatch(line)
|
|
|
+ if len(matches) == 5 {
|
|
|
+ class := matches[4]
|
|
|
+ if class != "" && class != "其他分类" {
|
|
|
+ tags := make([]string, 0)
|
|
|
+ for _, v2 := range strings.Split(class, ",") {
|
|
|
+ if v2 == "车辆领域" {
|
|
|
+ tags = append(tags, "情报_车辆租赁")
|
|
|
+ } else if v2 == "安防领域" {
|
|
|
+ tags = append(tags, "情报_安防")
|
|
|
+ } else if v2 == "印务领域" {
|
|
|
+ tags = append(tags, "情报_印务商机")
|
|
|
+ } else if v2 == "环境领域" {
|
|
|
+ tags = append(tags, "情报_环境采购")
|
|
|
+ } else if v2 == "家具领域" {
|
|
|
+ tags = append(tags, "情报_家具招投标")
|
|
|
+ }
|
|
|
+ }
|
|
|
+ if len(tags) > 0 {
|
|
|
+ if biddingID != "" {
|
|
|
+ updateMgo := map[string]interface{}{
|
|
|
+ "tag_topinformation_zp": tags,
|
|
|
+ "topinformation_time": time.Now().Unix(),
|
|
|
+ }
|
|
|
+ Mgo.UpdateById("bidding", biddingID, map[string]interface{}{"$set": updateMgo})
|
|
|
+
|
|
|
+ if count%100 == 0 {
|
|
|
+ log.Println("update es", biddingID, tags)
|
|
|
+ }
|
|
|
+ updateEs := map[string]interface{}{
|
|
|
+ "tag_topinformation_zp": tags,
|
|
|
+ }
|
|
|
+ if GF.Esa.URL != "" {
|
|
|
+ log.Println("更新es ,", biddingID)
|
|
|
+ err := Esa.UpdateDocument("bidding", biddingID, updateEs)
|
|
|
+ if err != nil && err.Error() != "Document not updated: noop" {
|
|
|
+ log.Println("esa update err", biddingID, err)
|
|
|
+ }
|
|
|
+ }
|
|
|
+
|
|
|
+ if GF.Esb.URL != "" {
|
|
|
+ err := Esb.UpdateDocument("bidding", biddingID, updateEs)
|
|
|
+ if err != nil && err.Error() != "Document not updated: noop" {
|
|
|
+ log.Println("esb update err", biddingID, err)
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }
|
|
|
+ }(tmp)
|
|
|
+
|
|
|
+ wg.Wait()
|
|
|
+ tmp = make(map[string]interface{})
|
|
|
+
|
|
|
+ }
|
|
|
+
|
|
|
log.Println("数据处理完毕")
|
|
|
}
|
|
|
+
|
|
|
+func dealAi(datas []RequestData) {
|
|
|
+
|
|
|
+ // 有匹配新的标签，需要更新MongoDB以及ES 数据
|
|
|
+ //if hasNew {
|
|
|
+ // topinformation = removeDuplicates(topinformation) //去重
|
|
|
+ // //ToDo 1.更新MongoDB
|
|
|
+ // updateMgo := map[string]interface{}{
|
|
|
+ // "tag_topinformation": topinformation,
|
|
|
+ // "topinformation_time": time.Now().Unix(),
|
|
|
+ // }
|
|
|
+ // updateEs := map[string]interface{}{
|
|
|
+ // "tag_topinformation": topinformation,
|
|
|
+ // }
|
|
|
+ // //log.Println("hasNew", " ====== ", biddingID)
|
|
|
+ // Mgo.UpdateById("bidding", biddingID, map[string]interface{}{"$set": updateMgo})
|
|
|
+ // //ToDo 2.更新es
|
|
|
+ //
|
|
|
+ // if GF.Esa.URL != "" {
|
|
|
+ // err := Esa.UpdateDocument("bidding", biddingID, updateEs)
|
|
|
+ // if err != nil && err.Error() != "Document not updated: noop" {
|
|
|
+ // log.Println("esa update err", biddingID, err)
|
|
|
+ // }
|
|
|
+ // }
|
|
|
+ //
|
|
|
+ // if GF.Esb.URL != "" {
|
|
|
+ // err := Esb.UpdateDocument("bidding", biddingID, updateEs)
|
|
|
+ // if err != nil && err.Error() != "Document not updated: noop" {
|
|
|
+ // log.Println("esb update err", biddingID, err)
|
|
|
+ // }
|
|
|
+ // }
|
|
|
+ //}
|
|
|
+}
|
wcc