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添加 画像数据 定时任务

wcc 1 рік тому
батько
коміт
f301113c42

+ 5 - 0
README.md

@@ -63,6 +63,11 @@
         利用二进制,比如 1101 就代表 第一位、第三位和第四位的字段打上了标签,即:招标公告、招标结果、招标信用 三个标签;
         以此类推;最终数据库只会存储一个数字,比如 1101 转换成 10进制数字 13 进行存储。
 
+
+### project_portrait
+
+- 画像数据处理,定时处理增量数据
+
 ### pre_extract
 
 ==该程序已作废,不再使用==

+ 32 - 0
project_portrait/config.go

@@ -0,0 +1,32 @@
+package main
+
+type GlobalConf struct {
+	Mongo  MgoConf
+	Mongop MgoConf
+	Env    EnvConf
+	Es     EsConf
+}
+
+type MgoConf struct {
+	Host     string
+	DB       string
+	Coll     string // 查询表
+	Username string
+	Password string
+	Size     int
+	Direct   bool
+}
+
+type EnvConf struct {
+	PortraitIndex string
+	PortraitMgo   string
+	Days          int
+	Spec          string
+}
+
+type EsConf struct {
+	URL      string
+	Username string
+	Password string
+	Index    string
+}

+ 30 - 0
project_portrait/config.toml

@@ -0,0 +1,30 @@
+[mongo]  ## 标讯地址
+    host = "127.0.0.1:27083"
+    #        host = "172.17.189.140:27080"
+    db = "qfw"
+    coll = ""
+    username = "SJZY_RWbid_ES"
+    password = "SJZY@B4i4D5e6S"
+    direct = true  ## 本地代理时需要打开,
+
+[mongop]  ## 项目表地址
+    host = "127.0.0.1:27080"
+    #        host = "172.17.4.85:27080"
+    db = "qfw"
+    coll = "projectset_20230904"
+    username = ""
+    password = ""
+    direct = true  ## 本地代理时需要打开,
+
+
+[es]
+#    url = "http://172.17.4.184:19908" ## 线上地址
+    url = "http://127.0.0.1:19908"
+    username = "jybid"
+    password = "Top2023_JEB01i@31"
+
+[env]
+    portraitIndex = "project_portrait" ## es 画像索引名称
+    portraitMgo = "project_portrait" ## 存储在MongoDB 数据表
+    days = -1 ## 默认取一天前的数据,
+    spec = "0 00 01 * * *"  ## 定时任务,每天凌晨1点执行

+ 50 - 0
project_portrait/go.mod

@@ -0,0 +1,50 @@
+module project_portrait
+
+go 1.20
+
+require (
+	github.com/olivere/elastic/v7 v7.0.32
+	github.com/robfig/cron/v3 v3.0.1
+	github.com/spf13/viper v1.19.0
+	jygit.jydev.jianyu360.cn/data_processing/common_utils v0.0.0-20240412074219-927f3f682cb3
+)
+
+require (
+	github.com/PuerkitoBio/goquery v1.8.0 // indirect
+	github.com/andybalholm/cascadia v1.3.1 // indirect
+	github.com/dchest/captcha v1.0.0 // indirect
+	github.com/fsnotify/fsnotify v1.7.0 // indirect
+	github.com/golang/snappy v0.0.1 // indirect
+	github.com/hashicorp/hcl v1.0.0 // indirect
+	github.com/josharian/intern v1.0.0 // indirect
+	github.com/klauspost/compress v1.17.2 // indirect
+	github.com/magiconair/properties v1.8.7 // indirect
+	github.com/mailru/easyjson v0.7.7 // indirect
+	github.com/mitchellh/mapstructure v1.5.0 // indirect
+	github.com/montanaflynn/stats v0.0.0-20171201202039-1bf9dbcd8cbe // indirect
+	github.com/pelletier/go-toml/v2 v2.2.2 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/sagikazarmark/locafero v0.4.0 // indirect
+	github.com/sagikazarmark/slog-shim v0.1.0 // indirect
+	github.com/sourcegraph/conc v0.3.0 // indirect
+	github.com/spf13/afero v1.11.0 // indirect
+	github.com/spf13/cast v1.6.0 // indirect
+	github.com/spf13/pflag v1.0.5 // indirect
+	github.com/subosito/gotenv v1.6.0 // indirect
+	github.com/xdg-go/pbkdf2 v1.0.0 // indirect
+	github.com/xdg-go/scram v1.1.1 // indirect
+	github.com/xdg-go/stringprep v1.0.3 // indirect
+	github.com/youmark/pkcs8 v0.0.0-20181117223130-1be2e3e5546d // indirect
+	go.mongodb.org/mongo-driver v1.10.1 // indirect
+	go.uber.org/atomic v1.9.0 // indirect
+	go.uber.org/multierr v1.9.0 // indirect
+	golang.org/x/crypto v0.21.0 // indirect
+	golang.org/x/exp v0.0.0-20230905200255-921286631fa9 // indirect
+	golang.org/x/net v0.23.0 // indirect
+	golang.org/x/sync v0.6.0 // indirect
+	golang.org/x/sys v0.18.0 // indirect
+	golang.org/x/text v0.14.0 // indirect
+	gopkg.in/ini.v1 v1.67.0 // indirect
+	gopkg.in/mgo.v2 v2.0.0-20190816093944-a6b53ec6cb22 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+)

+ 249 - 0
project_portrait/go.sum

@@ -0,0 +1,249 @@
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+ 41 - 0
project_portrait/go_test.go

@@ -0,0 +1,41 @@
+package main
+
+import (
+	"bytes"
+	"encoding/json"
+	"fmt"
+	"io"
+	"net/http"
+	"testing"
+	"time"
+)
+
+func TestA(t *testing.T) {
+	data := map[string]interface{}{
+		"detail": "中共潮州市委办公室",
+	}
+
+	res := getAreaInfo(data)
+
+	fmt.Println(res)
+
+}
+
+func getAreaInfo(data map[string]interface{}) map[string]interface{} {
+	info := map[string]interface{}{}
+	client := &http.Client{Timeout: 2 * time.Second}
+	jsonStr, _ := json.Marshal(data)
+	resp, err := client.Post("http://127.0.0.1:9996/service/region", "application/json", bytes.NewBuffer(jsonStr))
+	if err != nil {
+		return info
+	}
+	res, err := io.ReadAll(resp.Body)
+	if err != nil {
+		return info
+	}
+	err = json.Unmarshal(res, &info)
+	if err != nil {
+		return info
+	}
+	return info
+}

+ 668 - 0
project_portrait/main.go

@@ -0,0 +1,668 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"github.com/olivere/elastic/v7"
+	"github.com/robfig/cron/v3"
+	"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 = ""                // 画像索引
+	portraitMgo   = ""                // 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"}
+)
+
+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
+
+	//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"
+
+	// 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()
+
+	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")
+			}
+			MgoB.Save(portraitMgo, 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(portraitMgo).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
+			}
+		}
+	}
+}

+ 81 - 0
project_portrait/readme.md

@@ -0,0 +1,81 @@
+画像 数据处理开发
+
+### 1.画像表设计 mongodb、es(表名:project_portrait)
+
+    参数名	类型	说明
+    buyer	string	采购单位
+    area	string	省份
+    city	string	城市
+    class	string	领域行业:情报一级分类
+    business_type	string	客户行业:政府机构、教育单位等(根据buyerclass)
+    lasttime	int64	最后更新时间,项目中最大的lasttime
+    project_count	int	项目数量
+    project_money	float64	项目金额
+
+--  class,对应 tag_topinformation 的值,目前只有物业一个,后面要添加四个领域标签,一共就是5个。
+要依据每个标签,还有采购单位类型
+
+### 2.开发逻辑
+        2.1增量 通过pici每日获取一次项目增量,从项目增量中取出buyer进行画像表数据更新或新增
+        2.2存量 需求是采购单位搜索列表,所以单位范围是所有采购单位
+
+### 3. 请求es,获取项目金额以及项目数量;
+
+```json
+{
+  "query": {
+    "bool": {
+      "must": [
+        {
+          "term": {
+            "buyer": "泸州市龙马潭区人民医院"
+          }
+        },
+       {
+          "term": {
+            "tag_topinformation": "情报_物业"
+          }
+        }
+      ]
+    }
+  },
+  "size": 1,
+    "sort": [
+    {
+      "lasttime": {
+        "order": "desc"
+      }
+    }
+  ],
+    "aggs": {
+    "total_price": {
+      "sum": {
+        "field": "sortprice"
+      }
+    }
+  }
+}
+```
+
+请求结果:
+```json
+ {
+   "hits": {
+        "total": {
+            "value": 8461,
+            "relation": "eq"
+        },
+        "max_score": null,
+        "hits": []
+    },
+    "aggregations": {
+        "total_price": {
+            "value": 1604166340.91
+        }
+    }
+    
+}
+  ```
+    
+其中hits.total 是项目总数;聚合出来的total_price 是项目金额;
+这里size 设置1,根据lasttime 倒序排序,拿到的就是 lasttime 最大值的数据

+ 63 - 0
project_portrait/tools.go

@@ -0,0 +1,63 @@
+package main
+
+import (
+	"reflect"
+	"strings"
+)
+
+// getStr  根据 buyerclass 转换成行业
+func getStr(b string) string {
+	if b == "" {
+		return "其它"
+	}
+	a1 := "(交通|运输物流|工信|农业|住建|城管|市政|出版广电|检察院|科技|民政|生态环境|市场监管|水利|应急管理|自然资源|财政|档案|党委办|组织|发改|宣传|政府办|政务中心|人大|政协|法院|公安|国资委|海关|机关事务|纪委|军队|人社|商务|审计税务|司法|体育|统计|统战|文旅|民宗|银保监|证监|气象|社会团体|公共资源交易)"
+	a2 := "(卫健委|医疗)"
+	a3 := "(教育|学校)"
+	a4 := "(人行|金融业)"
+	a5 := "(信息技术|电信行业|农林牧渔|建筑业|传媒|制造业|住宿餐饮|采矿业|能源化工|批发零售)"
+	if strings.Contains(a1, b) {
+		return "政府机构"
+	} else if strings.Contains(a2, b) {
+		return "医疗单位"
+	} else if strings.Contains(a3, b) {
+		return "教育单位"
+	} else if strings.Contains(a4, b) {
+		return "金融企业"
+	} else if strings.Contains(a5, b) {
+		return "商业公司"
+	} else {
+		return "其它"
+	}
+}
+
+// structToMap 结构体转map
+func structToMap(obj interface{}) map[string]interface{} {
+	result := make(map[string]interface{})
+	v := reflect.ValueOf(obj)
+	t := reflect.TypeOf(obj)
+
+	// Ensure the input is a struct
+	if t.Kind() == reflect.Ptr {
+		t = t.Elem()
+		v = v.Elem()
+	}
+
+	if t.Kind() != reflect.Struct {
+		return nil
+	}
+
+	for i := 0; i < t.NumField(); i++ {
+		field := t.Field(i)
+		value := v.Field(i)
+
+		// Use the JSON tag if available
+		tag := field.Tag.Get("json")
+		if tag == "" {
+			tag = field.Name
+		}
+
+		result[tag] = value.Interface()
+	}
+
+	return result
+}