jyps/getEs/main.go

package main

import (
	"context"
	"encoding/json"
	"fmt"
	"github.com/olivere/elastic/v7"
	"gorm.io/driver/mysql"
	"gorm.io/gorm"
	"io"
	util "jygit.jydev.jianyu360.cn/data_processing/common_utils"
	"jygit.jydev.jianyu360.cn/data_processing/common_utils/mongodb"
	"log"
	"strings"
	"sync"
	"unicode/utf8"
)

var (
	MgoB *mongodb.MongodbSim
)

func InitMgo() {
	MgoB = &mongodb.MongodbSim{
		//MongodbAddr: "172.31.31.202:27081,172.20.45.128:27080",
		MongodbAddr: "127.0.0.1:27083",
		Size:        10,
		DbName:      "qfw",
		UserName:    "SJZY_RWbid_ES",
		Password:    "SJZY@B4i4D5e6S",
		Direct:      true,
	}
	MgoB.InitPool()
}

func main() {
	getBiddingDiff()

	return
	InitMgo()
	getBidding2()

	//InitMgo()
	//getCountProjectWinner3()
	//CountProjectWinner()
	//getBiddingLimitData()
	//getQyxyNationToFiles()
	//exportQyxy() //导出企业数据
	//dealXlsx()
	//getQyxyNation() //导出 国标行业分类，注册资金靠前的企业
	//getQyxyNation()

	//InitMgo()
	//getDataFromFile()
	//updateXlsxDa()

	return
	/**
	getProjectData  click 是一起使用的，统计获取中标企业信息
	*/
	//getProjectDataFromEs() //1.拉取项目中标成交数据
	//click() //2.处理项目数据，写入clickhouse
	//click2()
	//dealData()

	//getProject()
	//getQyLimitData()
	//getBiddingData()
	//getQyxytData()
	//getTidb()

	//getEntInfo() //法人库数据
	//getBuyerData()
	//mgoBidding()
	//log.Println("开启第二轮")
	//mgoBidding()
	//updateMgoEntInfoBuyer()

	//getZhiMa()
	//log.Println("over ------------------ over")

	//fixProjectPortrait()
	//
	//ClickhouseData() //gorm 操作Clickhouse;gorm 对Clickhouse的bitmap兼容性不行，放弃
	//dealClickhouse() //clickhouse-go 操作
	//testUpdateBitmap() //测试环境测试更新Clickhouse bitmap字段
	///-------//
	//updateHrefByEs()

	//getGD() // 获取广东企业数据
	//
	//getBidding2()
	//--------------//
	//dealYJG() // 处理姚静歌需求，处理项目数据到Clickhouse
	log.Println("over ------------------ over")
}

// dealYJG  处理姚静歌 、韩鸿飞 之前的需要，处理企业数据到Clickhouse
func dealYJG() {
	getProjectDataFromEs()
}

// getBiddingData 获取标讯数据
func getBiddingData() {
	url := "http://172.17.4.184:19908"
	//url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "bidding" //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)
	}
	//85 抽取库
	//Mgo := &mongodb.MongodbSim{
	//	//MongodbAddr: "127.0.0.1:27080",
	//	MongodbAddr: "172.17.4.85:27080",
	//	DbName:      "top",
	//	Size:        10,
	//	//Direct: true,
	//}
	//Mgo.InitPool()

	MgoB := &mongodb.MongodbSim{
		//MongodbAddr: "172.31.31.202:27081,172.20.45.128:27080",
		MongodbAddr: "127.0.0.1:27083",
		Size:        10,
		DbName:      "qfw",
		UserName:    "SJZY_RWbid_ES",
		Password:    "SJZY@B4i4D5e6S",
		//Direct:      true,
	}
	MgoB.InitPool()

	//2023年01-01  2023-10-01，,1-3季度
	//2024-1 - 2024-4;1704038400-1711900800
	//2023-10-1 2024-1-1;1696089600-1704038400
	//areaTermsQuery := elastic.NewTermsQuery("area", "江苏", "安徽", "上海", "天津", "河北", "浙江", "天津市", "上海市", "河北省", "安徽省", "江苏省", "浙江省", "北京", "北京市")
	//rangeQuery := elastic.NewRangeQuery("firsttime").Gte(1696089600).Lt(1704038400)
	//rangeQuery := elastic.NewRangeQuery("publishtime").Gte("1640966400")
	//query := elastic.NewBoolQuery().
	//	Must(rangeQuery).
	//	Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同"))
	//Must(elastic.NewTermQuery("site", "中国招标与采购网")).Must(rangeQuery)

	//query := elastic.NewBoolQuery().
	//	//北京，天津，河北，上海，江苏，浙江，安徽
	//	//Must(elastic.NewTermQuery("area", "北京市")).sassss
	//	Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")).
	//	Must(elastic.NewTermsQuery("area", "北京", "上海", "江苏", "浙江", "广东")).
	//	Must(rangeQuery)

	//
	rangeQuery := elastic.NewRangeQuery("publishtime").Gte("1640966400")
	termsQuery := elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")

	// 综合所有条件
	query := elastic.NewBoolQuery().
		Must(rangeQuery).
		Must(termsQuery)

	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 _, hit := range res.Hits.Hits {
			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
			}
			delete(doc, "filetext")
			delete(doc, "detail")

			purchasing := util.ObjToString(doc["purchasing"])
			if strings.Contains(purchasing, "新华三") || strings.Contains(purchasing, "华三") || strings.Contains(purchasing, "H3C") || strings.Contains(purchasing, "h3c") {
				//存入新表
				err = MgoB.InsertOrUpdate("qfw", "wcc_bidding_test_250219", doc)
				if err != nil {
					log.Println("error", doc["id"])
				}
			}

			// 处理查询结果
			//area := util.ObjToString(doc["area"])
			//areas := []string{"北京", "上海", "广东", "江苏", "浙江"}
			//if !IsInStringArray(area, areas) {
			//	continue
			//}
			//projectName := util.ObjToString(doc["projectname"])
			//if strings.Contains(projectName, "非政府") {
			//	continue
			//}
			//buyerclass := util.ObjToString(doc["buyerclass"])
			//if buyerclass == "批发零售" || buyerclass == "住宿餐饮" || buyerclass == "信息技术" {
			//	continue
			//}

			////存入新表
			//err = Mgo.InsertOrUpdate("qfw", "wcc_bank_poc", doc)
			//if err != nil {
			//	log.Println("error", doc["id"])
			//}

		}

		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~~~~~~~~~~~~~~~")
}

// getProjectDataFromEs 获取项目 中标成交数据
func getProjectDataFromEs() {
	//url := "http://172.17.4.184:19908"
	url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	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)
	}
	//85 抽取库
	Mgo := &mongodb.MongodbSim{
		MongodbAddr: "127.0.0.1:27080",
		//MongodbAddr: "172.17.4.85:27080",
		DbName: "top",
		Size:   10,
		Direct: true,
	}
	Mgo.InitPool()

	//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()

	//2023年01-01  2023-10-01，,1-3季度
	//2024-1 - 2024-4;1704038400-1711900800
	//2023-10-1 2024-1-1;1696089600-1704038400
	//areaTermsQuery := elastic.NewTermsQuery("area", "江苏", "安徽", "上海", "天津", "河北", "浙江", "天津市", "上海市", "河北省", "安徽省", "江苏省", "浙江省", "北京", "北京市")
	//rangeQuery := elastic.NewRangeQuery("firsttime").Gte(1711900800).Lt(1719763200) //2024年4-7月
	//rangeQuery := elastic.NewRangeQuery("firsttime").Gte(1735660800).Lt(1743436800) //2025年1-3月；25年第一季度数据
	rangeQuery := elastic.NewRangeQuery("firsttime").Gte(1743436800).Lt(1751299200) //2025年4.1-7.1 ;25年第二季度数据
	query := elastic.NewBoolQuery().
		//Must(areaTermsQuery).
		Must(elastic.NewTermsQuery("bidstatus", "中标", "单一", "成交", "合同")).
		Must(rangeQuery)

	//rangeQuery := elastic.NewRangeQuery("comeintime").Gte("1640966400").Lt("1703952000")
	//query := elastic.NewBoolQuery().
	//	//北京，天津，河北，上海，江苏，浙江，安徽
	//	//Must(elastic.NewTermQuery("area", "北京市")).
	//	Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")).
	//	Must(elastic.NewTermsQuery("area", "北京", "上海", "江苏", "浙江", "广东")).
	//	Must(rangeQuery)

	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 _, hit := range res.Hits.Hits {
			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
			}
			delete(doc, "filetext")
			delete(doc, "detail")

			sWinner := util.ObjToString(doc["s_winner"])
			winners := strings.Split(sWinner, ",")
			for _, v := range winners {
				insert := doc
				insert["s_winner"] = v
				//存入新表
				err = Mgo.InsertOrUpdate("top", "wcc_allcity_2025Q2", insert)
				if err != nil {
					log.Println("error", doc["id"])
				}
			}

			// 处理查询结果
			//area := util.ObjToString(doc["area"])
			//areas := []string{"北京", "上海", "广东", "江苏", "浙江"}
			//if !IsInStringArray(area, areas) {
			//	continue
			//}
			//projectName := util.ObjToString(doc["projectname"])
			//if strings.Contains(projectName, "非政府") {
			//	continue
			//}
			//buyerclass := util.ObjToString(doc["buyerclass"])
			//if buyerclass == "批发零售" || buyerclass == "住宿餐饮" || buyerclass == "信息技术" {
			//	continue
			//}

			////存入新表
			//err = Mgo.InsertOrUpdate("qfw", "wcc_bank_poc", doc)
			//if err != nil {
			//	log.Println("error", doc["id"])
			//}

		}

		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~~~~~~~~~~~~~~~")
}

// getQyxytData 获取企业数据
func getQyxytData() {
	//url := "http://172.17.4.184:19908"
	url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "qyxy" //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)
	}
	//85 抽取库
	//Mgo := &mongodb.MongodbSim{
	//	//MongodbAddr: "127.0.0.1:27080",
	//	MongodbAddr: "172.17.4.85:27080",
	//	DbName:      "top",
	//	Size:        10,
	//	//Direct: true,
	//}
	//Mgo.InitPool()

	//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()

	//2023年01-01  2023-10-01，,1-3季度
	//2024-1 - 2024-4;1704038400-1711900800
	//2023-10-1 2024-1-1;1696089600-1704038400
	//城市范围
	//areaTermsQuery := elastic.NewTermsQuery("company_city", "北京市")
	//rangeQuery := elastic.NewRangeQuery("establish_date").Gte(1704038400)
	//query := elastic.NewBoolQuery().
	//	Must(areaTermsQuery).
	//	Must(rangeQuery)
	//---------------------------//
	query := elastic.NewBoolQuery()
	query.Must(elastic.NewMatchQuery("business_scope", "招投标代理"))
	query.Must(elastic.NewTermQuery("company_city", "北京市"))

	//rangeQuery := elastic.NewRangeQuery("comeintime").Gte("1640966400").Lt("1703952000")
	//query := elastic.NewBoolQuery().
	//	//北京，天津，河北，上海，江苏，浙江，安徽
	//	//Must(elastic.NewTermQuery("area", "北京市")).
	//	Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")).
	//	Must(elastic.NewTermsQuery("area", "北京", "上海", "江苏", "浙江", "广东")).
	//	Must(rangeQuery)

	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 _, hit := range res.Hits.Hits {
			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
			}

			if strings.Contains(util.ObjToString(doc["business_scope"]), "招投标代理") {
				//存入新表
				insert := map[string]interface{}{
					"company_name":   doc["company_name"],
					"business_scope": doc["business_scope"],
					"employee_name":  doc["employee_name"],
					"company_phone":  doc["company_phone"],
				}
				err = MgoB.InsertOrUpdate("qfw", "wcc_2024_beijing_dailijigou", insert)
				if err != nil {
					log.Println("error", doc["id"])
				}

			}

			//sWinner := util.ObjToString(doc["s_winner"])
			//winners := strings.Split(sWinner, ",")
			//for _, v := range winners {
			//	insert := doc
			//	insert["s_winner"] = v
			//	//存入新表
			//	err = MgoB.InsertOrUpdate("qfw", "wcc_2024_pingdingshan", insert)
			//	if err != nil {
			//		log.Println("error", doc["id"])
			//	}
			//}

			// 处理查询结果
			//area := util.ObjToString(doc["area"])
			//areas := []string{"北京", "上海", "广东", "江苏", "浙江"}
			//if !IsInStringArray(area, areas) {
			//	continue
			//}
			//projectName := util.ObjToString(doc["projectname"])
			//if strings.Contains(projectName, "非政府") {
			//	continue
			//}
			//buyerclass := util.ObjToString(doc["buyerclass"])
			//if buyerclass == "批发零售" || buyerclass == "住宿餐饮" || buyerclass == "信息技术" {
			//	continue
			//}

			////存入新表
			//err = Mgo.InsertOrUpdate("qfw", "wcc_bank_poc", doc)
			//if err != nil {
			//	log.Println("error", doc["id"])
			//}

		}

		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~~~~~~~~~~~~~~~")
}

// getQyLimitData 获取qyxy 条件数据
func getQyLimitData() {
	//url := "http://172.17.4.184:19908"
	url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "qyxy" //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)
	}

	// 构建查询
	query := elastic.NewBoolQuery().
		Must(elastic.NewMatchQuery("company_area", "河南")).
		Must(elastic.NewMatchQuery("company_status", "存续")).
		MustNot(elastic.NewMatchQuery("company_type", "个体工商户"))

	// 执行查询
	searchResult, err := client.Search().Size(50).
		Index(index).
		Query(query).
		Do(context.Background())
	if err != nil {
		log.Fatalf("Error executing search: %s", err)
	}

	// 本地数据库
	MgoB := &mongodb.MongodbSim{
		MongodbAddr: "127.0.0.1:27017",
		Size:        10,
		DbName:      "wcc",
	}
	MgoB.InitPool()

	for _, hit := range searchResult.Hits.Hits {
		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
		}

		MgoB.SaveByOriID("wcc_henan_0428", doc)

	}

}

// getTidb 获取tidb 数据
func getTidb() {
	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()

	//tidb
	username := "datascbi"
	password := "Da#Bi20221111SC"
	//host := "127.0.0.1:4001"
	host := "172.17.162.25:4000"
	database := "global_common_data"
	dsn := fmt.Sprintf("%s:%s@tcp(%s)/%s?charset=utf8mb4&parseTime=True&loc=Local", username, password, host, database)
	// 连接到数据库
	db, err := gorm.Open(mysql.Open(dsn), &gorm.Config{})
	if err != nil {
		log.Println("Failed to connect to database:", err)
		return
	}

	fmt.Println("Connected to the database!")
	defer util.Catch()
	sess := MgoB.GetMgoConn()
	defer MgoB.DestoryMongoConn(sess)

	it := sess.DB("qfw").C("wcc_2024_beijing_dailijigou").Find(nil).Select(nil).Iter()
	fmt.Println("taskRun 开始")
	count := 0
	for tmp := make(map[string]interface{}); it.Next(&tmp); count++ {
		if count%10000 == 0 {
			log.Println("current:", count)
		}

		companyName := util.ObjToString(tmp["company_name"])
		var baseInfo EnterpriseBaseInfo
		db.Where(&EnterpriseBaseInfo{Name: companyName}).First(&baseInfo)
		if baseInfo.ID > 0 {
			insert := map[string]interface{}{
				"company_name":   companyName,
				"name_id":        baseInfo.NameID,
				"business_scope": tmp["business_scope"],
			}
			MgoB.InsertOrUpdate("qfw", "wcc_beijing_daili_bidding", insert)
		}
	}

	log.Println("over")

}

// getEntInfo 获取法人库数据
func getEntInfo() {
	url := "http://172.17.4.184:19908"
	//url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "ent_info" //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)
	}

	query := elastic.NewBoolQuery().
		//北京，天津，河北，上海，江苏，浙江，安徽
		//Must(elastic.NewMatchQuery("company_name", "医院")).
		//Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")).
		Must(elastic.NewExistsQuery("tag_labels"))
	//Must(rangeQuery)

	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 _, hit := range res.Hits.Hits {
			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
			}
			name := util.ObjToString(doc["company_name"])
			updateData := make(map[string]interface{})
			if tag_labels, ok := doc["tag_labels"].([]interface{}); ok {
				updateData["main_label"] = tag_labels[0]
				_, err = client.Update().
					Index(index).
					Id(util.ObjToString(doc["id"])).
					Doc(updateData).
					Do(context.Background())
				if err != nil {
					log.Println("更新失败", name, tag_labels, err)
				}
			}
		}

		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~~~~~~~~~~~~~~~")

}

// getBuyerData 获取采购单位数据
func getBuyerData() {
	//key := "4d5206b1b297c1e7b77f9578edcb2cf7.TNU2i8G1oUNdR02i"
	//model := "glm-4-air"
	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
	// 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()

	//query := elastic.NewBoolQuery().
	//	//北京，天津，河北，上海，江苏，浙江，安徽
	//	Must(elastic.NewMatchQuery("company_name", "医院")).
	//	//Must(elastic.NewTermsQuery("subtype", "中标", "单一", "成交", "合同")).
	//	Must(elastic.NewTermsQuery("tag_labels", "学校", "教育"))
	//Must(rangeQuery)

	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 _, hit := range res.Hits.Hits {
			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
			}
			//name := util.ObjToString(doc["buyer_name"])
			//ra := ZpAI(key, model, name)
			//if util.ObjToString(ra["label1"]) != "" && !checkString(util.ObjToString(ra["label1"])) {
			//	doc["national_top"] = ra["label1"]
			//	doc["main_label"] = ra["label1"]
			//}
			//if util.ObjToString(ra["label2"]) != "" && !checkString(util.ObjToString(ra["label2"])) {
			//	doc["national_sub"] = ra["label2"]
			//}
			//if util.ObjToString(ra["label3"]) != "" && !checkString(util.ObjToString(ra["label3"])) {
			//	doc["national_subsub"] = ra["label3"]
			//}

			MgoB.Save("ent_info_buyer", doc)
			//time.Sleep(time.Microsecond)
		}

		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~~~~~~~~~~~~~~~")
}

// mgoBidding mgoBidding 数据
func mgoBidding() {
	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()

	sess := MgoB.GetMgoConn()
	defer MgoB.DestoryMongoConn(sess)

	//181 凭安库
	MgoQY := &mongodb.MongodbSim{
		MongodbAddr: "172.17.4.181:27001",
		//MongodbAddr: "127.0.0.1:27001",
		DbName:   "mixdata",
		Size:     10,
		UserName: "",
		Password: "",
		//Direct:      true,
	}
	MgoQY.InitPool()

	where := map[string]interface{}{
		"qy_flag": 1,
	}
	query := sess.DB("qfw").C("ent_info_buyer").Find(where).Select(map[string]interface{}{
		"contenthtml": 0}).Iter()
	count := 0
	key := "4d5206b1b297c1e7b77f9578edcb2cf7.TNU2i8G1oUNdR02i"
	model := "glm-4-air"
	ch := make(chan bool, 10)
	wg := &sync.WaitGroup{}
	for tmp := make(map[string]interface{}); query.Next(tmp); count++ {
		if count%100 == 0 {
			log.Println("current:", count, tmp["name"])
		}
		//存在就不再调用大模型
		//if _, ok := tmp["national_top"]; ok {
		//	continue
		//}

		if utf8.RuneCountInString(util.ObjToString(tmp["name"])) < 4 {
			continue
		}

		ch <- true
		wg.Add(1)
		go func(tmp map[string]interface{}) {
			defer func() {
				<-ch
				wg.Done()
			}()
			//
			biddingID := mongodb.BsonIdToSId(tmp["_id"])
			update := make(map[string]interface{})
			name := util.ObjToString(tmp["name"])
			where2 := map[string]interface{}{
				"company_name": name,
			}
			data, _ := MgoQY.FindOne("company_base", where2)
			businessScope := util.ObjToString((*data)["business_scope"])
			ra := ZpAI1(key, model, name, businessScope)
			if util.ObjToString(ra["label1"]) != "" && !checkString(util.ObjToString(ra["label1"])) {
				//update["national_top"] = ra["label1"]
				//update["main_label"] = ra["label1"]
				update["label1"] = ra["label1"]
			}
			if util.ObjToString(ra["label2"]) != "" && !checkString(util.ObjToString(ra["label2"])) {
				//update["national_sub"] = ra["label2"]
				update["label2"] = ra["label2"]
			}
			if util.ObjToString(ra["label3"]) != "" && !checkString(util.ObjToString(ra["label3"])) {
				//update["national_subsub"] = ra["label3"]
				update["label3"] = ra["label3"]
			}

			if len(update) > 0 {
				MgoB.UpdateById("ent_info_buyer", biddingID, map[string]interface{}{"$set": update})
			}

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

	}
	wg.Wait()
	log.Println("over 22222222222")
	//log.Println("开始第二轮迭代")
	//for tmp := make(map[string]interface{}); query.Next(tmp); count++ {
	//	if _, ok := tmp["national_top"]; ok {
	//		continue
	//	}
	//	biddingID := mongodb.BsonIdToSId(tmp["_id"])
	//	name := util.ObjToString(tmp["name"])
	//	update := make(map[string]interface{})
	//	ra := ZpAI(key, model, name)
	//	if util.ObjToString(ra["label1"]) != "" && !checkString(util.ObjToString(ra["label1"])) {
	//		update["national_top"] = ra["label1"]
	//		update["main_label"] = ra["label1"]
	//	}
	//	if util.ObjToString(ra["label2"]) != "" && !checkString(util.ObjToString(ra["label2"])) {
	//		update["national_sub"] = ra["label2"]
	//	}
	//	if util.ObjToString(ra["label3"]) != "" && !checkString(util.ObjToString(ra["label3"])) {
	//		update["national_subsub"] = ra["label3"]
	//	}
	//	if count%1000 == 0 {
	//		log.Println("current", count, name, ra["label1"], ra["label2"])
	//	}
	//
	//	if len(update) > 0 {
	//		MgoB.UpdateById("ent_info_buyer", biddingID, map[string]interface{}{"$set": update})
	//	}
	//	//time.Sleep(time.Microsecond)
	//}
	//
	//log.Println("开始第3轮迭代")
	//for tmp := make(map[string]interface{}); query.Next(tmp); count++ {
	//	if _, ok := tmp["national_top"]; ok {
	//		continue
	//	}
	//	biddingID := mongodb.BsonIdToSId(tmp["_id"])
	//	name := util.ObjToString(tmp["name"])
	//	update := make(map[string]interface{})
	//	ra := ZpAI(key, model, name)
	//	if util.ObjToString(ra["label1"]) != "" && !checkString(util.ObjToString(ra["label1"])) {
	//		update["national_top"] = ra["label1"]
	//		update["main_label"] = ra["label1"]
	//	}
	//	if util.ObjToString(ra["label2"]) != "" && !checkString(util.ObjToString(ra["label2"])) {
	//		update["national_sub"] = ra["label2"]
	//	}
	//	if util.ObjToString(ra["label3"]) != "" && !checkString(util.ObjToString(ra["label3"])) {
	//		update["national_subsub"] = ra["label3"]
	//	}
	//	if count%1000 == 0 {
	//		log.Println("current", count, name, ra["label1"], ra["label2"])
	//	}
	//
	//	if len(update) > 0 {
	//		MgoB.UpdateById("ent_info_buyer", biddingID, map[string]interface{}{"$set": update})
	//	}
	//	//time.Sleep(time.Microsecond)
	//}

}

// fixProjectPortrait 修复画像数据重复
func fixProjectPortrait() {
	url := "http://172.17.4.184:19908"
	//url := "http://127.0.0.1:19908"
	username := "jybid"
	password := "Top2023_JEB01i@31"
	index := "project_portrait" //索引名称
	buyerMap := make(map[string]int)
	buyerDatas := make(map[string][]map[string]interface{})
	// 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)
	}

	query := elastic.NewBoolQuery()
	//query.Must(elastic.NewMatchQuery("business_scope", "招投标代理"))
	query.Must(elastic.NewTermQuery("class", "情报_安防"))
	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("project_portrait 总数是：", res.TotalHits())

	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()

	//wher := map[string]interface{}{
	//	"_id": mongodb.StringTOBsonId("66faf189bf905908d4a252d6"),
	//}
	//MgoB.Delete("project_portrait", wher)
	//
	//return

	total := 0
	for len(res.Hits.Hits) > 0 {
		for _, hit := range res.Hits.Hits {
			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
			}

			buyerName := util.ObjToString(doc["buyer"])
			buyerMap[buyerName]++
			buyerArr := buyerDatas[buyerName]
			buyerArr = append(buyerArr, doc)
			buyerDatas[buyerName] = buyerArr
		}

		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("迭代结束~~~~~~~~~~~~~~~")

	su := 0
	for k, v := range buyerMap {
		su++
		if su%1000 == 0 {
			log.Println("su", su)
		}
		if v > 1 {
			buyerName := k
			buyerArr := buyerDatas[buyerName]
			doc := buyerArr[0]
			doc["_id"] = mongodb.StringTOBsonId(util.ObjToString(doc["id"]))
			MgoB.SaveByOriID("project_portrait_1030_test", doc)
			for kk, vv := range buyerArr {
				id := util.ObjToString(vv["id"])
				where := map[string]interface{}{
					"_id": mongodb.StringTOBsonId(util.ObjToString(doc["id"])),
				}
				MgoB.Delete("project_portrait", where)
				if kk > 0 {
					client.Delete().Index(index).Id(id).Do(context.Background())
				}
			}
		}
	}
}

// updateMgoEntInfoBuyer updateMgoEntInfoBuyer
func updateMgoEntInfoBuyer() {
	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()

	//181 凭安库
	MgoQY := &mongodb.MongodbSim{
		MongodbAddr: "172.17.4.181:27001",
		//MongodbAddr: "127.0.0.1:27001",
		DbName:   "mixdata",
		Size:     10,
		UserName: "",
		Password: "",
		//Direct:      true,
	}
	MgoQY.InitPool()

	sess := MgoB.GetMgoConn()
	defer MgoB.DestoryMongoConn(sess)

	query := sess.DB("qfw").C("ent_info_buyer").Find(nil).Select(map[string]interface{}{
		"contenthtml": 0}).Iter()
	count := 0

	for tmp := make(map[string]interface{}); query.Next(tmp); count++ {
		if count%1000 == 0 {
			log.Println("current:", count, tmp["name"])
		}
		name := util.ObjToString(tmp["name"])

		where := map[string]interface{}{
			"company_name": name,
		}

		id := mongodb.BsonIdToSId(tmp["_id"])
		data, _ := MgoQY.FindOne("company_base", where)
		if data != nil && len(*data) > 0 {
			update := map[string]interface{}{
				"qy_flag":        1,
				"use_flag":       (*data)["use_flag"],
				"company_type":   (*data)["company_type"],
				"company_status": (*data)["company_status"],
				"credit_no":      (*data)["credit_no"],
				"business_scope": (*data)["business_scope"],
			}

			MgoB.UpdateById("ent_info_buyer", id, map[string]interface{}{"$set": update})
		}
	}

}