嵌入文字搜索

bin/main.go

@@ -55,34 +55,18 @@ func LogComponent(startTime int64, r *http.Request) {
 	log.Println(method, url, endTime)
 }
 
-type User struct {
-	Id         int       `json:"id"`
-	UserName   string    `json:"user_name"`
-	Avatar     string    `json:"avatar"`
-	CreateTime time.Time `json:"create_time"`
-	UpdateTime time.Time `json:"update_time"`
-}
-
-type Article struct {
-	Id         int       `json:"id"`
-	Title      string    `json:"title"`
-	Tags       string    `json:"tags"`
-	CreateTime time.Time `json:"create_time"`
-	UpdateTime time.Time `json:"update_time"`
-}
-
 type Image struct {
-	Id                   int       `json:"id"`
+	Id                   int            `json:"id"`
-	Width                int       `json:"width"`
+	Width                int            `json:"width"`
-	Height               int       `json:"height"`
+	Height               int            `json:"height"`
-	Content              string    `json:"content"`
+	Content              string         `json:"content"`
-	ArticleCategoryTopId int       `json:"article_category_top_id"`
+	ArticleCategoryTopId int            `json:"article_category_top_id"`
-	PraiseCount          int       `json:"praise_count"`
+	PraiseCount          int            `json:"praise_count"`
-	CollectCount         int       `json:"collect_count"`
+	CollectCount         int            `json:"collect_count"`
-	CreateTime           time.Time `json:"createTime"`
+	CreateTime           time.Time      `json:"createTime"`
-	UpdateTime           time.Time `json:"updateTime"`
+	UpdateTime           time.Time      `json:"updateTime"`
-	User                 User      `json:"user"`
+	User                 models.User    `json:"user"`
-	Article              Article   `json:"article"`
+	Article              models.Article `json:"article"`
 }
 
 type Tag struct {
@@ -277,29 +261,7 @@ func main() {
 			}
 			return list
 		}
-
+		// 拼接基本查询条件
-		// 如果是查询 text, 直接从 Elasticsearch 返回结果
-		if text := QueryConditions("text"); len(text) > 0 {
-
-			rest := models.ElasticsearchSearch(strings.Join(text, " "))
-
-			// 获取图片列表
-			// 是否有下一页
-			//images.Next = images.Total > images.Page*images.PageSize
-
-			// 将对象转换为有缩进的JSON输出
-			data, err := json.MarshalIndent(rest, "", "  ")
-			if err != nil {
-				log.Println("转换图片列表失败", err)
-				http.Error(w, err.Error(), http.StatusBadRequest)
-				return
-			}
-			w.Header().Set("Content-Type", "application/json; charset=UTF-8")
-			w.Write(data)
-			return
-		}
-
-		// 拼接查询条件
 		var addCondition = func(conditions *strings.Builder, key, column string) {
 			if values := QueryConditions(key); len(values) > 0 {
 				if conditions.Len() > 0 {
@@ -311,10 +273,25 @@ func main() {
 			}
 		}
 		var conditions strings.Builder
-		addCondition(&conditions, "authors", "author")
+		// 如果是查询 text, 直接从 Elasticsearch 返回结果
-		addCondition(&conditions, "tags", "tag")
+		var text_ids []int
-		addCondition(&conditions, "categories", "categorie")
+		if text := QueryConditions("text"); len(text) > 0 {
-		addCondition(&conditions, "sets", "sets")
+			rest := models.ElasticsearchSearch(strings.Join(text, " "))
+			for _, hit := range rest["hits"].(map[string]interface{})["hits"].([]interface{}) {
+				id, err := strconv.Atoi(hit.(map[string]interface{})["_id"].(string))
+				if err != nil {
+					log.Println("strconv.Atoi failed:", err)
+					return
+				}
+				text_ids = append(text_ids, id)
+			}
+			conditions.WriteString(fmt.Sprintf(" WHERE id IN (%s)", strings.Trim(strings.Replace(fmt.Sprint(text_ids), " ", ",", -1), "[]")))
+		} else {
+			addCondition(&conditions, "authors", "author")
+			addCondition(&conditions, "tags", "tag")
+			addCondition(&conditions, "categories", "categorie")
+			addCondition(&conditions, "sets", "sets")
+		}
 
 		// 获取图片列表
 		var images ListView
@@ -352,8 +329,6 @@ func main() {
 				conditions.WriteString(fmt.Sprintf(" id IN (%s)", strings.Join(idsStr, ","))) // 拼接查询条件
 			}
 		}
-
-		// 开始查询 +" LIMIT ?, ?", (images.Page-1)*images.PageSize, images.PageSize
 		rows, err := mysqlConnection.Database.Query(fmt.Sprintf("SELECT id, width, height, content, update_time, create_time, user_id, article_id, article_category_top_id, praise_count, collect_count FROM web_images %s", conditions.String()))
 		if err != nil {
 			log.Println("获取图片列表失败", err)
@@ -383,34 +358,29 @@ func main() {
 			image_list = image_list_sorted
 		}
 
-		// 附加用户信息(第一步: 获取用户ID列表)
+		// 如果使用了图像文字检索, 需要按照图像文字检索的相似度重新排序 text_ids
-		var user_ids []int
+		if len(text_ids) > 0 {
-		for _, image := range image_list {
+			var image_list_sorted []Image
-			user_ids = append(user_ids, image.User.Id)
+			for _, id := range text_ids {
+				for _, image := range image_list {
+					if image.Id == int(id) {
+						image_list_sorted = append(image_list_sorted, image)
+					}
+				}
+			}
+			image_list = image_list_sorted
 		}
 
-		// 附加用户信息(第二步: 获取用户信息)
+		// 用户ID, 图集ID
-		var users []User
+		var user_ids []int
-		if len(user_ids) > 0 {
+		var article_ids []int
-			// 使用逗号分隔的用户ID列表查询用户信息 strings.Join(strings.Fields(fmt.Sprint(user_ids)), ",")
+		for _, image := range image_list {
-			user_ids_str := strings.Trim(strings.Replace(fmt.Sprint(user_ids), " ", ",", -1), "[]")
+			user_ids = append(user_ids, image.User.Id)
-			rows, err := mysqlConnection.Database.Query("SELECT id, user_name, avatar, update_time, create_time FROM web_member WHERE id IN (" + user_ids_str + ")")
+			article_ids = append(article_ids, image.Article.Id)
-			if err != nil {
-				log.Println("获取用户列表失败", err)
-				http.Error(w, err.Error(), http.StatusBadRequest)
-				return
-			}
-			defer rows.Close()
-			for rows.Next() {
-				var user User
-				rows.Scan(&user.Id, &user.UserName, &user.Avatar, &user.UpdateTime, &user.CreateTime)
-				user.UpdateTime = user.UpdateTime.UTC()
-				user.CreateTime = user.CreateTime.UTC()
-				users = append(users, user)
-			}
 		}
 
 		// 附加用户信息(第三步: 将用户信息附加到图片信息中)
+		users := models.QueryUserList(user_ids)
 		for i, image := range image_list {
 			for _, user := range users {
 				if image.User.Id == user.Id {
@@ -419,34 +389,8 @@ func main() {
 			}
 		}
 
-		// 附加图片集信息(第一步: 获取图片集ID列表)
-		var article_ids []int
-		for _, image := range image_list {
-			article_ids = append(article_ids, image.Article.Id)
-		}
-
-		// 附加图片集信息(第二步: 获取图片集信息)
-		var articles []Article
-		if len(article_ids) > 0 {
-			// 使用逗号分隔的图片集ID列表查询图片集信息 strings.Join(strings.Fields(fmt.Sprint(article_ids)), ",")
-			article_ids_str := strings.Trim(strings.Replace(fmt.Sprint(article_ids), " ", ",", -1), "[]")
-			rows, err := mysqlConnection.Database.Query("SELECT id, title, tags, update_time, create_time FROM web_article WHERE id IN (" + article_ids_str + ")")
-			if err != nil {
-				log.Println("获取图片集列表失败", err)
-				http.Error(w, err.Error(), http.StatusBadRequest)
-				return
-			}
-			defer rows.Close()
-			for rows.Next() {
-				var article Article
-				rows.Scan(&article.Id, &article.Title, &article.Tags, &article.UpdateTime, &article.CreateTime)
-				article.UpdateTime = article.UpdateTime.UTC()
-				article.CreateTime = article.CreateTime.UTC()
-				articles = append(articles, article)
-			}
-		}
-
 		// 附加图片集信息(第三步: 将图片集信息附加到图片信息中)
+		articles := models.QueryArticleList(article_ids)
 		for i, image := range image_list {
 			for _, article := range articles {
 				if image.Article.Id == article.Id {
@@ -473,14 +417,6 @@ func main() {
 			}
 		}
 
-		//// 获取总数
-		//err = mysqlConnection.Database.QueryRow("SELECT COUNT(*) FROM web_images" + conditions.String()).Scan(&images.Total)
-		//if err != nil {
-		//	log.Println("获取图片总数失败", err)
-		//	http.Error(w, err.Error(), http.StatusBadRequest)
-		//	return
-		//}
-
 		// 是否有下一页
 		images.Next = images.Total > images.Page*images.PageSize
 

models/elasticsearch.go

@@ -29,7 +29,7 @@ func elasticsearch_init() (es *elasticsearch.Client) {
 	return es
 }
 
-func ElasticsearchSearch(text string) interface{} {
+func ElasticsearchSearch(text string) map[string]interface{} {
 	var (
 		r map[string]interface{}
 	)
@@ -44,7 +44,8 @@ func ElasticsearchSearch(text string) interface{} {
 		},
 	}
 	if err := json.NewEncoder(&buf).Encode(query); err != nil {
-		log.Fatalf("Error encoding query: %s", err)
+		log.Printf("Error encoding query: %s", err)
+		return nil
 	}
 
 	es := elasticsearch_init()
@@ -52,24 +53,27 @@ func ElasticsearchSearch(text string) interface{} {
 	// Perform the search request.
 	res, err := es.Search(
 		es.Search.WithContext(context.Background()),
-		es.Search.WithIndex("news"),
+		es.Search.WithIndex("my_index"),
 		es.Search.WithBody(&buf),
 		es.Search.WithTrackTotalHits(true),
 		es.Search.WithPretty(),
 	)
 	if err != nil {
-		log.Fatalf("Error getting response: %s", err)
+		log.Printf("Error getting response: %s", err)
+		return nil
 	}
 	defer res.Body.Close()
 
 	// Check response status
 	if res.IsError() {
-		log.Fatalf("Error: %s", res.String())
+		log.Printf("Error: %s", res.String())
+		return nil
 	}
 
 	// Deserialize the response into a map.
 	if err := json.NewDecoder(res.Body).Decode(&r); err != nil {
-		log.Fatalf("Error parsing the response body: %s", err)
+		log.Printf("Error parsing the response body: %s", err)
+		return nil
 	}
 
 	// Print the response status, number of results, and request duration.

models/mysql.go

@@ -3,8 +3,11 @@ package models
 import (
 	"database/sql"
 	"errors"
+	"fmt"
 	"log"
 	"strconv"
+	"strings"
+	"time"
 
 	_ "github.com/go-sql-driver/mysql"
 )
@@ -13,6 +16,8 @@ type MysqlConnection struct {
 	Database *sql.DB
 }
 
+var connection *sql.DB
+
 // 初始化数据库连接
 func (m *MysqlConnection) Init() (err error) {
 	user := Viper.Get("mysql.user").(string)
@@ -21,11 +26,12 @@ func (m *MysqlConnection) Init() (err error) {
 	port := Viper.Get("mysql.port").(int)
 	database := Viper.Get("mysql.database").(string)
 	sqlconf := user + ":" + password + "@tcp(" + host + ":" + strconv.Itoa(port) + ")/" + database + "?charset=utf8mb4&parseTime=True&loc=Local"
-	m.Database, err = sql.Open("mysql", sqlconf) // 连接数据库
+	connection, err = sql.Open("mysql", sqlconf) // 连接数据库
 	if err != nil {
 		log.Println("连接数据库失败", err)
 		return
 	}
+	m.Database = connection
 	return
 }
 
@@ -75,3 +81,61 @@ func (m *MysqlConnection) GetImages(page int, size int) (images []byte, err erro
 	images = append(images, []byte("]")...)
 	return
 }
+
+type User struct {
+	Id         int       `json:"id"`
+	UserName   string    `json:"user_name"`
+	Avatar     string    `json:"avatar"`
+	CreateTime time.Time `json:"create_time"`
+	UpdateTime time.Time `json:"update_time"`
+}
+
+// 获取一组用户信息
+func QueryUserList(id_list []int) (users []User) {
+	count := len(id_list)
+	if count == 0 {
+		return
+	}
+	idstr := strings.Trim(strings.Replace(fmt.Sprint(id_list), " ", ",", -1), "[]")
+	rows, err := connection.Query("SELECT id, user_name, avatar, update_time, create_time FROM web_member WHERE id IN (" + idstr + ") LIMIT " + strconv.Itoa(count))
+	if err != nil {
+		log.Println("获取用户列表失败", err)
+		return
+	}
+	defer rows.Close()
+	for rows.Next() {
+		var user User
+		rows.Scan(&user.Id, &user.UserName, &user.Avatar, &user.UpdateTime, &user.CreateTime)
+		users = append(users, user)
+	}
+	return
+}
+
+type Article struct {
+	Id         int       `json:"id"`
+	Title      string    `json:"title"`
+	Tags       string    `json:"tags"`
+	CreateTime time.Time `json:"create_time"`
+	UpdateTime time.Time `json:"update_time"`
+}
+
+// 获取一组文章信息
+func QueryArticleList(id_list []int) (articles []Article) {
+	count := len(id_list)
+	if count == 0 {
+		return
+	}
+	idstr := strings.Trim(strings.Replace(fmt.Sprint(id_list), " ", ",", -1), "[]")
+	rows, err := connection.Query("SELECT id, title, tags, update_time, create_time FROM web_article WHERE id IN (" + idstr + ")")
+	if err != nil {
+		log.Println("获取文章列表失败", err)
+		return
+	}
+	defer rows.Close()
+	for rows.Next() {
+		var article Article
+		rows.Scan(&article.Id, &article.Title, &article.Tags, &article.UpdateTime, &article.CreateTime)
+		articles = append(articles, article)
+	}
+	return
+}