jyps/project_portrait/main.go

package main

import (
	"context"
	"encoding/json"
	"fmt"
	"github.com/olivere/elastic/v7"
	"github.com/spf13/viper"
	"io"
	util "jygit.jydev.jianyu360.cn/data_processing/common_utils"
	es "jygit.jydev.jianyu360.cn/data_processing/common_utils/elastic"
	"jygit.jydev.jianyu360.cn/data_processing/common_utils/mongodb"
	"log"
	"sync"
	"time"
)

var (
	saveEsPool    = make(chan map[string]interface{}, 5000) //保存binding数据到es
	saveEsSp      = make(chan bool, 5)
	EsBulkSize    = 50
	Es            *es.Elastic
	Mgo           *mongodb.MongodbSim     //bidding 地址
	MgoP          *mongodb.MongodbSim     // 项目地址
	portraitIndex = "project_portrait_v1" // 画像索引
	portraitMgo   = "project_portrait"    // MongoDB 的表名
	GF            GlobalConf
	// 情报分类一级标签
	//topInfos = []string{"情报_物业", "情报_环境采购", "情报_印务商机", "情报_家具招投标", "情报_车辆租赁", "情报_安防"}
	topInfos = []string{"情报_安防"}
)

type PortraitData struct {
	Buyer        string  `json:"buyer"`
	Area         string  `json:"area"`
	City         string  `json:"city"`
	Class        string  `json:"class"`
	BusinessType string  `json:"business_type"`
	Lasttime     int64   `json:"lasttime"`
	ProjectCount int64   `json:"project_count"`
	ProjectMoney float64 `json:"project_money"`
	UpdateTime   int64   `json:"update_time"`
}

func InitConfig() (err error) {
	viper.SetConfigFile("config.toml") // 指定配置文件路径
	viper.SetConfigName("config")      // 配置文件名称(无扩展名)
	viper.SetConfigType("toml")        // 如果配置文件的名称中没有扩展名，则需要配置此项

	viper.AddConfigPath("./")
	viper.AddConfigPath("./conf/")  // 还可以在工作目录中查找配置
	viper.AddConfigPath("../conf/") // 还可以在工作目录中查找配置
	err = viper.ReadInConfig()      // 查找并读取配置文件
	if err != nil {                 // 处理读取配置文件的错误
		return
	}

	err = viper.Unmarshal(&GF)

	return err

}

func Init() {
	InitConfig()
	// 正式环境
	Es = &es.Elastic{
		//S_esurl: "http://127.0.0.1:19908",
		S_esurl:  GF.Es.URL,
		I_size:   5,
		Username: GF.Es.Username,
		Password: GF.Es.Password,
	}
	Es.InitElasticSize()
	//测试环境
	//Es = &es.Elastic{
	//	S_esurl:  "http://192.168.3.149:9201",
	//	I_size:   5,
	//	Username: "",
	//	Password: "",
	//}
	//Es.InitElasticSize()

	// bidding 地址
	Mgo = &mongodb.MongodbSim{
		MongodbAddr: GF.Mongo.Host,
		//MongodbAddr: "127.0.0.1:27083",
		Size:     10,
		DbName:   GF.Mongo.DB,
		UserName: GF.Mongo.Username,
		Password: GF.Mongo.Password,
		Direct:   GF.Mongo.Direct,
	}
	Mgo.InitPool()

	// 抽取库项目表
	MgoP = &mongodb.MongodbSim{
		MongodbAddr: GF.Mongop.Host,
		Size:        10,
		DbName:      GF.Mongop.DB,
		UserName:    GF.Mongop.Username,
		Password:    GF.Mongop.Password,
		Direct:      GF.Mongop.Direct,
	}

	MgoP.InitPool()

	portraitIndex = GF.Env.PortraitIndex
	portraitMgo = GF.Env.PortraitMgo
	if portraitIndex == "" || portraitMgo == "" {
		log.Fatalln("画像索引或者MongoDB数据表为空")
	}

}
func main() {
	Init()

	go SaveEsMethod() // 生索引

	//dealAllDataB()
	allDataEs()

	//定时任务
	//local, _ := time.LoadLocation("Asia/Shanghai")
	//c := cron.New(cron.WithLocation(local), cron.WithSeconds())
	//_, err := c.AddFunc(GF.Env.Spec, dealIncData)
	//if err != nil {
	//	log.Println("AddFunc err", err)
	//}
	//
	//c.Start()
	//defer c.Stop()

	select {}
}

// dealIncData 处理增量数据
func dealIncData() {
	now := time.Now()
	yesterday := time.Date(now.Year(), now.Month(), now.Day()+GF.Env.Days, 0, 0, 0, 0, now.Location())
	today := time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
	where := map[string]interface{}{
		"pici": map[string]interface{}{
			"$gt":  yesterday.Unix(),
			"$lte": today.Unix(),
		},
	}

	url := GF.Es.URL
	username := GF.Es.Username
	password := GF.Es.Password

	// 创建 Elasticsearch 客户端
	client, err := elastic.NewClient(
		elastic.SetURL(url),
		elastic.SetBasicAuth(username, password),
		elastic.SetSniff(false),
	)
	if err != nil {
		log.Fatalf("创建 Elasticsearch 客户端失败：%s", err)
	}

	defer util.Catch()
	sess := MgoP.GetMgoConn()
	defer MgoP.DestoryMongoConn(sess)

	var wg sync.WaitGroup
	ch := make(chan map[string]interface{}, 10000)

	// 并行处理结果
	for i := 0; i < 2; i++ {
		wg.Add(1)
		go func() {
			defer wg.Done()
			for hit := range ch {
				processProjectData(hit, client, Mgo)
			}
		}()
	}

	count := 0
	it := sess.DB(GF.Mongop.DB).C(GF.Mongop.Coll).Find(where).Select(nil).Iter()
	for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
		if count%5000 == 0 {
			log.Println("current:", count, tmp["buyer"])
		}
		// 没有采购单位
		if util.ObjToString(tmp["buyer"]) == "" {
			continue
		}
		ch <- tmp
	}

	close(ch) // 关闭通道
	wg.Wait()
	//处理完毕生索引
	incDataEs()
	log.Println("增量数据处理完毕")
}

// dealAllData 处理存量数据，
func dealAllData() {
	/**
	循环采购单位存量数据，
	*/
	url := "http://172.17.4.184:19908"
	//url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "buyer" //索引名称
	//index := "projectset" //索引名称
	// 创建 Elasticsearch 客户端
	client, err := elastic.NewClient(
		elastic.SetURL(url),
		elastic.SetBasicAuth(username, password),
		elastic.SetSniff(false),
	)
	if err != nil {
		log.Fatalf("创建 Elasticsearch 客户端失败：%s", err)
	}

	MgoB := &mongodb.MongodbSim{
		MongodbAddr: "172.17.189.140:27080",
		//MongodbAddr: "127.0.0.1:27083",
		Size:     10,
		DbName:   "qfw",
		UserName: "SJZY_RWbid_ES",
		Password: "SJZY@B4i4D5e6S",
		//Direct:      true,
	}
	MgoB.InitPool()

	ctx := context.Background()
	//开始滚动搜索
	scrollID := ""
	scroll := "10m"
	searchSource := elastic.NewSearchSource().
		//Query(query).
		Size(10000).
		Sort("_doc", true) //升序排序
	//Sort("_doc", false) //降序排序

	searchService := client.Scroll(index).
		Size(10000).
		Scroll(scroll).
		SearchSource(searchSource)

	res, err := searchService.Do(ctx)

	if err != nil {
		if err == io.EOF {
			fmt.Println("没有数据")
		} else {
			panic(err)
		}

	}
	//defer client.ClearScroll().ScrollId(scrollID).Do(ctx) // 在退出时清理资源
	fmt.Println("总数是：", res.TotalHits())
	total := 0
	for len(res.Hits.Hits) > 0 {
		for k, hit := range res.Hits.Hits {
			if k%1000 == 0 {
				log.Println("当前：", k)
			}
			var doc map[string]interface{}
			err := json.Unmarshal(hit.Source, &doc)
			if err != nil {
				log.Printf("解析文档失败：%s", err)
				continue
			}

			//处理查询结果
			portrait := PortraitData{
				Buyer:        util.ObjToString(doc["name"]),
				BusinessType: getStr(util.ObjToString(doc["buyerclass"])),
				Class:        "情报_物业",
			}

			// 构建查询
			query := elastic.NewBoolQuery().
				Must(
					//elastic.NewTermQuery("buyer", "泸州市龙马潭区人民医院"),
					elastic.NewTermQuery("buyer", util.ObjToString(doc["name"])),
					elastic.NewTermQuery("tag_topinformation", "情报_物业"),
				)
			// 创建搜索服务
			searchService2 := client.Search().
				Index("projectset"). // 替换为你的索引名称
				Query(query).
				Sort("lasttime", false). // false表示降序
				Size(1).
				Aggregation("total_price", elastic.NewSumAggregation().Field("sortprice"))

			// 执行查询
			searchResult, err := searchService2.Do(context.Background())
			if err != nil {
				log.Fatalf("Error getting response: %s", err)
			}
			// 处理结果
			if searchResult.Hits.TotalHits.Value > 0 {
				portrait.ProjectCount = searchResult.TotalHits()
				for _, hit := range searchResult.Hits.Hits {
					var doc2 map[string]interface{}
					err := json.Unmarshal(hit.Source, &doc2)
					if err != nil {
						log.Printf("解析文档失败：%s", err)
						continue
					}
					portrait.Lasttime = util.Int64All(doc2["lasttime"])
					portrait.Area = util.ObjToString(doc2["area"])
					portrait.City = util.ObjToString(doc2["city"])
				}
				// 处理聚合结果
				if agg, found := searchResult.Aggregations.Sum("total_price"); found {
					portrait.ProjectMoney = *agg.Value
				} else {
					log.Println("Aggregation not found")
				}
				//写入MongoDB
				MgoB.Save("wcc_project_portrait", structToMap(portrait))
			} else {
				continue
			}
		}

		total = total + len(res.Hits.Hits)
		scrollID = res.ScrollId
		res, err = client.Scroll().ScrollId(scrollID).Scroll(scroll).Do(ctx)
		log.Println("current count:", total)
		if err != nil {
			if err == io.EOF {
				// 滚动到最后一批数据，退出循环
				break
			}
			log.Println("滚动搜索失败：", err, res)
			break // 处理错误时退出循环
		}
	}
	// 在循环外调用 ClearScroll
	_, err = client.ClearScroll().ScrollId(scrollID).Do(ctx)
	if err != nil {
		log.Printf("清理滚动搜索失败：%s", err)
	}

	fmt.Println("结束~~~~~~~~~~~~~~~")
}

// dealAllDataB 处理存量数据，协程处理全部类型
func dealAllDataB() {
	url := "http://172.17.4.184:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "buyer"

	//url := "http://192.168.3.149:9201"
	//username := ""
	//password := ""
	//index := "buyer"

	// 创建 Elasticsearch 客户端
	client, err := elastic.NewClient(
		elastic.SetURL(url),
		elastic.SetBasicAuth(username, password),
		elastic.SetSniff(false),
	)
	if err != nil {
		log.Fatalf("创建 Elasticsearch 客户端失败：%s", err)
	}

	MgoB := &mongodb.MongodbSim{
		MongodbAddr: "172.17.189.140:27080",
		Size:        10,
		DbName:      "qfw",
		UserName:    "SJZY_RWbid_ES",
		Password:    "SJZY@B4i4D5e6S",
	}
	MgoB.InitPool()

	//MgoB := &mongodb.MongodbSim{
	//	MongodbAddr: "192.168.3.206:27002",
	//	Size:        10,
	//	DbName:      "qfw_data",
	//	UserName:    "root",
	//	Password:    "root",
	//}
	//MgoB.InitPool()

	ctx := context.Background()
	scroll := "10m"
	searchSource := elastic.NewSearchSource().
		Size(10000).
		Sort("_doc", true)

	searchService := client.Scroll(index).
		Size(10000).
		Scroll(scroll).
		SearchSource(searchSource)

	res, err := searchService.Do(ctx)
	if err != nil {
		if err == io.EOF {
			fmt.Println("没有数据")
			return
		} else {
			panic(err)
		}
	}

	fmt.Println("总数是：", res.TotalHits())
	var wg sync.WaitGroup
	ch := make(chan *elastic.SearchHit, 10000)

	// 并行处理结果
	for i := 0; i < 10; i++ {
		wg.Add(1)
		go func() {
			defer wg.Done()
			for hit := range ch {
				processHit(hit, client, MgoB)
			}
		}()
	}

	num := 0
	for len(res.Hits.Hits) > 0 {
		for _, hit := range res.Hits.Hits {
			num++
			ch <- hit
			if num%1000 == 0 {
				log.Println("current num:", num)
			}
		}
		scrollID := res.ScrollId
		res, err = client.Scroll().ScrollId(scrollID).Scroll(scroll).Do(ctx)
		if err != nil {
			if err == io.EOF {
				close(ch)
				break
			}
			log.Println("滚动搜索失败：", err, res)
			close(ch)
			break
		}
	}
	wg.Wait()

	// 在循环外调用 ClearScroll
	_, err = client.ClearScroll().ScrollId(res.ScrollId).Do(ctx)
	if err != nil {
		log.Printf("清理滚动搜索失败：%s", err)
	}

	fmt.Println("结束~~~~~~~~~~~~~~~")
}

func processHit(hit *elastic.SearchHit, client *elastic.Client, MgoB *mongodb.MongodbSim) {
	var doc map[string]interface{}
	err := json.Unmarshal(hit.Source, &doc)
	if err != nil {
		log.Printf("解析文档失败：%s", err)
		return
	}

	for _, v := range topInfos {
		portrait := PortraitData{
			Buyer:        util.ObjToString(doc["name"]),
			BusinessType: getStr(util.ObjToString(doc["buyerclass"])),
			Class:        v,
		}

		query := elastic.NewBoolQuery().
			Must(
				elastic.NewTermQuery("buyer", util.ObjToString(doc["name"])),
				elastic.NewTermQuery("tag_topinformation", v),
			)
		searchService2 := client.Search().
			Index("projectset").
			Query(query).
			Sort("lasttime", false).
			Size(1).
			Aggregation("total_price", elastic.NewSumAggregation().Field("sortprice"))

		searchResult, err := searchService2.Do(context.Background())
		if err != nil {
			log.Fatalf("Error getting response: %s", err)
		}

		if searchResult.Hits.TotalHits.Value > 0 {
			portrait.ProjectCount = searchResult.TotalHits()
			for _, hit := range searchResult.Hits.Hits {
				var doc2 map[string]interface{}
				err := json.Unmarshal(hit.Source, &doc2)
				if err != nil {
					log.Printf("解析文档失败：%s", err)
					continue
				}
				portrait.Lasttime = util.Int64All(doc2["lasttime"])
				portrait.Area = util.ObjToString(doc2["area"])
				portrait.City = util.ObjToString(doc2["city"])
			}
			if agg, found := searchResult.Aggregations.Sum("total_price"); found {
				portrait.ProjectMoney = *agg.Value
			} else {
				log.Println("Aggregation not found")
			}

			//insert := structToMap(portrait)
			//insert[""]
			MgoB.Save("project_portrait_0930", structToMap(portrait))
		}
	}
}

// processProjectData 处理项目表增量数据
func processProjectData(tmp map[string]interface{}, client *elastic.Client, MgoB *mongodb.MongodbSim) {
	for _, v := range topInfos {
		existsWhere := map[string]interface{}{
			"buyer": tmp["buyer"],
			"class": v,
		}
		portrait := PortraitData{
			Buyer:        util.ObjToString(tmp["buyer"]),
			BusinessType: getStr(util.ObjToString(tmp["buyerclass"])),
			Class:        v,
		}

		query := elastic.NewBoolQuery().
			Must(
				elastic.NewTermQuery("buyer", util.ObjToString(tmp["buyer"])),
				elastic.NewTermQuery("tag_topinformation", v),
			)
		searchService2 := client.Search().
			Index("projectset").
			Query(query).
			Sort("lasttime", false).
			Size(1).
			Aggregation("total_price", elastic.NewSumAggregation().Field("sortprice"))

		searchResult, err := searchService2.Do(context.Background())
		if err != nil {
			log.Fatalf("Error getting response: %s", err)
		}

		if searchResult.Hits.TotalHits.Value > 0 {
			portrait.ProjectCount = searchResult.TotalHits()
			for _, hit := range searchResult.Hits.Hits {
				var doc2 map[string]interface{}
				err = json.Unmarshal(hit.Source, &doc2)
				if err != nil {
					log.Printf("解析文档失败：%s", err)
					continue
				}
				portrait.Lasttime = util.Int64All(doc2["lasttime"])
				portrait.Area = util.ObjToString(doc2["area"])
				portrait.City = util.ObjToString(doc2["city"])
			}
			if agg, found := searchResult.Aggregations.Sum("total_price"); found {
				portrait.ProjectMoney = *agg.Value
			} else {
				log.Println("Aggregation not found")
			}

			portrait.UpdateTime = time.Now().Unix()
			//
			exist, _ := MgoB.FindOne(portraitMgo, existsWhere)
			if exist != nil && len(*exist) > 0 {
				// 存在只更新部分内容
				update := map[string]interface{}{
					"lasttime":      portrait.Lasttime,
					"project_money": portrait.ProjectMoney,
					"project_count": portrait.ProjectCount,
					"update_time":   portrait.UpdateTime,
				}
				if util.Int64All((*exist)["project_count"]) != portrait.ProjectCount || util.Int64All((*exist)["lasttime"]) != portrait.Lasttime || util.Float64All((*exist)["project_money"]) != portrait.ProjectMoney {
					id := mongodb.BsonIdToSId((*exist)["_id"])
					MgoB.UpdateById(portraitMgo, id, map[string]interface{}{"$set": update})
				}
			} else {
				//不存在直接保存
				MgoB.Save(portraitMgo, structToMap(portrait))
			}
		}
	}
}

// incDataEs 增量数据处理生索引
func incDataEs() {
	now := time.Now()
	today := time.Date(now.Year(), now.Month(), now.Day(), 0, 0, 0, 0, now.Location())
	where := map[string]interface{}{
		"update_time": map[string]interface{}{
			"$gte": today.Unix(),
		},
	}

	defer util.Catch()
	sess := Mgo.GetMgoConn()
	defer Mgo.DestoryMongoConn(sess)
	count := 0
	it := sess.DB("qfw").C(portraitMgo).Find(where).Select(nil).Iter()
	for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
		if count%1000 == 0 {
			log.Println("current:", count)
		}
		id := mongodb.BsonIdToSId(tmp["_id"])
		tmp["id"] = id
		tmp["_id"] = id
		delete(tmp, "update_time")
		saveEsPool <- tmp
	}
	log.Println("数据处理完毕")
}

// allDataEs 处理存量数据到es
func allDataEs() {
	MgoB := &mongodb.MongodbSim{
		MongodbAddr: "172.17.189.140:27080",
		//MongodbAddr: "127.0.0.1:27083",
		Size:     10,
		DbName:   "qfw",
		UserName: "SJZY_RWbid_ES",
		Password: "SJZY@B4i4D5e6S",
		//Direct:      true,
	}
	MgoB.InitPool()
	// 测试环境
	//MgoB := &mongodb.MongodbSim{
	//	MongodbAddr: "192.168.3.206:27002",
	//	Size:        10,
	//	DbName:      "qfw_data",
	//	UserName:    "root",
	//	Password:    "root",
	//	//Direct:      true,
	//}
	//MgoB.InitPool()

	defer util.Catch()
	sess := MgoB.GetMgoConn()
	defer MgoB.DestoryMongoConn(sess)
	count := 0
	it := sess.DB(MgoB.DbName).C("project_portrait_0930").Find(nil).Select(nil).Iter()
	for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
		if count%5000 == 0 {
			log.Println("current:", count, tmp["_id"])
		}
		id := mongodb.BsonIdToSId(tmp["_id"])
		tmp["id"] = id
		tmp["_id"] = id

		saveEsPool <- tmp
	}
	log.Println("数据处理完毕")
}

func SaveEsMethod() {
	arru := make([]map[string]interface{}, EsBulkSize)
	indexu := 0
	for {
		select {
		case v := <-saveEsPool:
			arru[indexu] = v
			indexu++
			if indexu == EsBulkSize {
				saveEsSp <- true
				go func(arru []map[string]interface{}) {
					defer func() {
						<-saveEsSp
					}()
					Es.BulkSave(portraitIndex, arru)
				}(arru)
				arru = make([]map[string]interface{}, EsBulkSize)
				indexu = 0
			}
		case <-time.After(1000 * time.Millisecond):
			if indexu > 0 {
				saveEsSp <- true
				go func(arru []map[string]interface{}) {
					defer func() {
						<-saveEsSp
					}()
					Es.BulkSave(portraitIndex, arru)
				}(arru[:indexu])
				arru = make([]map[string]interface{}, EsBulkSize)
				indexu = 0
			}
		}
	}
}