偏好推荐修正

Makefile

@@ -12,7 +12,7 @@ dev:
 		wait
 
 link:
-	ssh -NCPf ai -L 3306:localhost:3306 -L 19530:localhost:19530 -L 4080:localhost:4080 -L 5002:localhost:5002 -L 4306:localhost:4306
+	ssh -NCPf ai -L 3306:localhost:3306 -L 19530:localhost:19530 -L 4080:localhost:4080 -L 5002:localhost:5002 -L 4306:localhost:4306 -L 8088:localhost:8088 -L 8087:localhost:8087
 
 # 编译项目
 build:

README.md

@@ -9,10 +9,16 @@
 - [ ] 静态原始图像
 - [ ] 异地备份
 - [ ] 视频流媒体
+- [ ] 上传图像接口
+
+# 偏好推荐
+- [ ] 收集用户访问记录点赞记录
+- [ ] 收集用户推荐反馈
+- [ ] 调整偏好推荐
 
 # OCR
 - [ ] 脚本统计各关键词总量
-- [ ] 筛选条件支持多选 颜色,风格 | 类型,主题,功能,材质图案(多选逗号分隔)
+- [x] 筛选条件支持多选 颜色,风格 | 类型,主题,功能,材质图案(多选逗号分隔)
 - [x] 按颜色筛选, 周期性脚本自动补全三色
 
 
@@ -38,6 +44,9 @@ CREATE FULLTEXT INDEX idx_images_desc ON web_images (images_desc);
 CREATE FULLTEXT INDEX idx_tags ON web_images (tags);
 CREATE FULLTEXT INDEX idx_tags ON web_article (tags);
 
+-- 同步收藏
+ALTER TABLE web_praise ADD COLUMN gorse TINYINT UNSIGNED;
+
 ```
 
 ```bash

api/gorse.go

@@ -0,0 +1,109 @@
+package api
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+	"strings"
+	"time"
+
+	"github.com/zhenghaoz/gorse/client"
+)
+
+var gorse *client.GorseClient
+
+func gorseInit(host string, port int) {
+	gorse = client.NewGorseClient(fmt.Sprintf("http://%s:%d", host, port), "")
+}
+
+// 同步图片数据
+func PutImages(page int) error {
+	var ctx context.Context = context.Background()
+
+	for i := 0; i < page; i++ {
+		var items []client.Item
+		var data []Image
+
+		if err := db.Table("web_images").Select("id", "tags", "create_time").Limit(100).Offset(i * 100).Scan(&data).Error; err != nil {
+			fmt.Println("获取图像记录失败", err)
+			return err
+		}
+
+		for _, item := range data {
+			fmt.Println(item.ID, item.Tags, item.CreateTime)
+			items = append(items, client.Item{
+				ItemId:    fmt.Sprintf("%d", item.ID),
+				Timestamp: item.CreateTime.Format("2006-01-02 15:04:05"),
+				Labels:    strings.Split(item.Tags, ", "),
+				Comment:   fmt.Sprintf("%d", item.Content),
+			})
+		}
+
+		if _, err := gorse.InsertItems(ctx, items); err != nil {
+			fmt.Println("写入图像记录失败", err)
+			return err
+		}
+	}
+
+	fmt.Println("写入图像记录结束..", page*100)
+	return nil
+}
+
+// 同步点赞数据
+func PutPraises(page int) error {
+	var ctx context.Context = context.Background()
+
+	for i := 0; i < page; i++ {
+		var feedbacks []client.Feedback
+		var data []struct {
+			ID         int
+			PraiseID   int
+			UserID     int
+			CreateTime time.Time
+		}
+
+		if err := db.Table("web_praises").Select("id", "praise_id", "user_id", "create_time").Where("type = ?", 4).Limit(100).Offset(i * 100).Scan(&data).Error; err != nil {
+			fmt.Println("获取点赞记录失败", err)
+			return err
+		}
+
+		for _, item := range data {
+			fmt.Println(item.ID, item.UserID, item.PraiseID, item.CreateTime)
+			feedbacks = append(feedbacks, client.Feedback{
+				FeedbackType: "like",
+				UserId:       fmt.Sprintf("%d", item.UserID),
+				ItemId:       fmt.Sprintf("%d", item.PraiseID),
+				Timestamp:    item.CreateTime.Format("2006-01-02 15:04:05"),
+			})
+		}
+
+		if _, err := gorse.InsertFeedback(ctx, feedbacks); err != nil {
+			fmt.Println("写入点赞记录失败", err)
+			return err
+		}
+	}
+
+	fmt.Println("写入点赞记录结束..", page*100)
+	return nil
+}
+
+// 同步收藏数据
+
+// 获取推荐ID
+func GetRecommend(user_id int, category string) ([]int, error) {
+	var ctx context.Context = context.Background()
+
+	data, err := gorse.GetItemLatestWithCategory(ctx, fmt.Sprintf("%d", user_id), category, 100, 0)
+	if err != nil {
+		fmt.Println("获取推荐失败", err)
+		return nil, err
+	}
+
+	var ids []int
+	for _, item := range data {
+		id, _ := strconv.Atoi(item.Id)
+		ids = append(ids, id)
+	}
+
+	return ids, nil
+}

api/graphql.go

@@ -197,6 +197,12 @@ func NewSchema(config Config) (graphql.Schema, error) {
 		go checkColorNullRows()
 	}
 
+	// 定时检查点赞收藏记录
+	if config.Gorse.Open {
+		fmt.Println("开启用户偏好收集")
+		gorseInit(config.Gorse.Host, config.Gorse.Port)
+	}
+
 	// 用户的可选字段
 	user := graphql.NewObject(graphql.ObjectConfig{
 		Name:        "User",

api/struct.go

@@ -147,7 +147,7 @@ func (Category) TableName() string {
 }
 
 // 输入配置
-type ConfigMysql struct {
+type MysqlConfig struct {
 	Host     string
 	Port     int
 	Database string
@@ -159,7 +159,14 @@ type Oss struct {
 	Local bool
 }
 
+type GorseConfig struct {
+	Host string
+	Port int
+	Open bool
+}
+
 type Config struct {
-	Mysql ConfigMysql
+	Mysql MysqlConfig
+	Gorse GorseConfig
 	Oss
 }

bin/main.go

@@ -240,7 +240,7 @@ func main() {
 
 	// graphql Schema
 	schema, err := api.NewSchema(api.Config{
-		Mysql: api.ConfigMysql{
+		Mysql: api.MysqlConfig{
 			Host:     config.GetString("mysql.host"),
 			Port:     config.GetInt("mysql.port"),
 			Database: config.GetString("mysql.database"),
@@ -250,6 +250,11 @@ func main() {
 		Oss: api.Oss{
 			Local: config.GetBool("oss.local"),
 		},
+		Gorse: api.GorseConfig{
+			Host: config.GetString("gorse.host"),
+			Port: config.GetInt("gorse.port"),
+			Open: config.GetBool("gorse.open"),
+		},
 	})
 	if err != nil {
 		log.Fatalf("failed to create new schema, error: %v", err)

go.mod

@@ -1,8 +1,6 @@
 module git.satori.love/gameui/webp
 
-go 1.23
+go 1.23.3
-
-toolchain go1.23.2
 
 require (
 	github.com/alibabacloud-go/darabonba-openapi v0.1.18
@@ -32,7 +30,10 @@ require (
 	github.com/alibabacloud-go/tea-xml v1.1.2 // indirect
 	github.com/aliyun/credentials-go v1.1.2 // indirect
 	github.com/clbanning/mxj/v2 v2.7.0 // indirect
+	github.com/felixge/httpsnoop v1.0.4 // indirect
 	github.com/fsnotify/fsnotify v1.8.0 // indirect
+	github.com/go-logr/logr v1.4.2 // indirect
+	github.com/go-logr/stdr v1.2.2 // indirect
 	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/grpc-ecosystem/go-grpc-middleware v1.3.0 // indirect
 	github.com/hashicorp/hcl v1.0.0 // indirect
@@ -55,13 +56,18 @@ require (
 	github.com/stretchr/objx v0.5.2 // indirect
 	github.com/subosito/gotenv v1.4.2 // indirect
 	github.com/tjfoc/gmsm v1.3.2 // indirect
-	golang.org/x/net v0.28.0 // indirect
+	github.com/zhenghaoz/gorse v0.5.0-alpha.1.0.20241116140254-a323b179f5e4 // indirect
-	golang.org/x/sys v0.25.0 // indirect
+	go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.55.0 // indirect
-	golang.org/x/text v0.18.0 // indirect
+	go.opentelemetry.io/otel v1.31.0 // indirect
+	go.opentelemetry.io/otel/metric v1.31.0 // indirect
+	go.opentelemetry.io/otel/trace v1.31.0 // indirect
+	golang.org/x/net v0.30.0 // indirect
+	golang.org/x/sys v0.26.0 // indirect
+	golang.org/x/text v0.19.0 // indirect
 	golang.org/x/time v0.6.0 // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20240812133136-8ffd90a71988 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 // indirect
-	google.golang.org/grpc v1.65.0 // indirect
+	google.golang.org/grpc v1.67.1 // indirect
-	google.golang.org/protobuf v1.34.2 // indirect
+	google.golang.org/protobuf v1.35.1 // indirect
 	gopkg.in/check.v1 v1.0.0-20201130134442-10cb98267c6c // indirect
 	gopkg.in/ini.v1 v1.67.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect

go.sum

@@ -54,12 +54,19 @@ github.com/envoyproxy/go-control-plane v0.9.0/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymF
 github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4=
 github.com/envoyproxy/go-control-plane v0.9.4/go.mod h1:6rpuAdCZL397s3pYoYcLgu1mIlRU8Am5FuJP05cCM98=
 github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c=
+github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg=
+github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U=
 github.com/frankban/quicktest v1.14.6 h1:7Xjx+VpznH+oBnejlPUj8oUpdxnVs4f8XU8WnHkI4W8=
 github.com/frankban/quicktest v1.14.6/go.mod h1:4ptaffx2x8+WTWXmUCuVU6aPUX1/Mz7zb5vbUoiM6w0=
 github.com/fsnotify/fsnotify v1.8.0 h1:dAwr6QBTBZIkG8roQaJjGof0pp0EeF+tNV7YBP3F/8M=
 github.com/fsnotify/fsnotify v1.8.0/go.mod h1:8jBTzvmWwFyi3Pb8djgCCO5IBqzKJ/Jwo8TRcHyHii0=
 github.com/go-kit/kit v0.9.0/go.mod h1:xBxKIO96dXMWWy0MnWVtmwkA9/13aqxPnvrjFYMA2as=
 github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
+github.com/go-logr/logr v1.2.2/go.mod h1:jdQByPbusPIv2/zmleS9BjJVeZ6kBagPoEUsqbVz/1A=
+github.com/go-logr/logr v1.4.2 h1:6pFjapn8bFcIbiKo3XT4j/BhANplGihG6tvd+8rYgrY=
+github.com/go-logr/logr v1.4.2/go.mod h1:9T104GzyrTigFIr8wt5mBrctHMim0Nb2HLGrmQ40KvY=
+github.com/go-logr/stdr v1.2.2 h1:hSWxHoqTgW2S2qGc0LTAI563KZ5YKYRhT3MFKZMbjag=
+github.com/go-logr/stdr v1.2.2/go.mod h1:mMo/vtBO5dYbehREoey6XUKy/eSumjCCveDpRre4VKE=
 github.com/go-sql-driver/mysql v1.6.0/go.mod h1:DCzpHaOWr8IXmIStZouvnhqoel9Qv2LBy8hT2VhHyBg=
 github.com/go-sql-driver/mysql v1.7.0/go.mod h1:OXbVy3sEdcQ2Doequ6Z5BW6fXNQTmx+9S1MCJN5yJMI=
 github.com/go-sql-driver/mysql v1.8.1 h1:LedoTUt/eveggdHS9qUFC1EFSa8bU2+1pZjSRpvNJ1Y=
@@ -184,6 +191,16 @@ github.com/yuin/goldmark v1.1.27/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9de
 github.com/yuin/goldmark v1.1.30/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.2.1/go.mod h1:3hX8gzYuyVAZsxl0MRgGTJEmQBFcNTphYh9decYSb74=
 github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY=
+github.com/zhenghaoz/gorse v0.5.0-alpha.1.0.20241116140254-a323b179f5e4 h1:l9J7zrPXlJjOusTqw5wh0XQNsDHZj4BbxxjaC33xT4s=
+github.com/zhenghaoz/gorse v0.5.0-alpha.1.0.20241116140254-a323b179f5e4/go.mod h1:cPJh4IEuHS4JGuv3VSN/QvUwtGl9qxM05O+2jO/MTIE=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.55.0 h1:ZIg3ZT/aQ7AfKqdwp7ECpOK6vHqquXXuyTjIO8ZdmPs=
+go.opentelemetry.io/contrib/instrumentation/net/http/otelhttp v0.55.0/go.mod h1:DQAwmETtZV00skUwgD6+0U89g80NKsJE3DCKeLLPQMI=
+go.opentelemetry.io/otel v1.31.0 h1:NsJcKPIW0D0H3NgzPDHmo0WW6SptzPdqg/L1zsIm2hY=
+go.opentelemetry.io/otel v1.31.0/go.mod h1:O0C14Yl9FgkjqcCZAsE053C13OaddMYr/hz6clDkEJE=
+go.opentelemetry.io/otel/metric v1.31.0 h1:FSErL0ATQAmYHUIzSezZibnyVlft1ybhy4ozRPcF2fE=
+go.opentelemetry.io/otel/metric v1.31.0/go.mod h1:C3dEloVbLuYoX41KpmAhOqNriGbA+qqH6PQ5E5mUfnY=
+go.opentelemetry.io/otel/trace v1.31.0 h1:ffjsj1aRouKewfr85U2aGagJ46+MvodynlQ1HYdmJys=
+go.opentelemetry.io/otel/trace v1.31.0/go.mod h1:TXZkRk7SM2ZQLtR6eoAWQFIHPvzQ06FJAsO1tJg480A=
 go.uber.org/atomic v1.4.0/go.mod h1:gD2HeocX3+yG+ygLZcrzQJaqmWj9AIm7n08wl/qW/PE=
 go.uber.org/multierr v1.1.0/go.mod h1:wR5kodmAFQ0UK8QlbwjlSNy0Z68gJhDJUG5sjR94q/0=
 go.uber.org/zap v1.10.0/go.mod h1:vwi/ZaCAaUcBkycHslxD9B2zi4UTXhF60s6SWpuDF0Q=
@@ -223,6 +240,8 @@ golang.org/x/net v0.10.0/go.mod h1:0qNGK6F8kojg2nk9dLZ2mShWaEBan6FAoqfSigmmuDg=
 golang.org/x/net v0.11.0/go.mod h1:2L/ixqYpgIVXmeoSA/4Lu7BzTG4KIyPIryS4IsOd1oQ=
 golang.org/x/net v0.28.0 h1:a9JDOJc5GMUJ0+UDqmLT86WiEy7iWyIhz8gz8E4e5hE=
 golang.org/x/net v0.28.0/go.mod h1:yqtgsTWOOnlGLG9GFRrK3++bGOUEkNBoHZc8MEDWPNg=
+golang.org/x/net v0.30.0 h1:AcW1SDZMkb8IpzCdQUaIq2sP4sZ4zw+55h6ynffypl4=
+golang.org/x/net v0.30.0/go.mod h1:2wGyMJ5iFasEhkwi13ChkO/t1ECNC4X4eBKkVFyYFlU=
 golang.org/x/oauth2 v0.0.0-20180821212333-d2e6202438be/go.mod h1:N/0e6XlmueqKjAGxoOufVs8QHGRruUQn6yWY3a++T0U=
 golang.org/x/sync v0.0.0-20180314180146-1d60e4601c6f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
 golang.org/x/sync v0.0.0-20181108010431-42b317875d0f/go.mod h1:RxMgew5VJxzue5/jJTE5uejpjVlOe/izrB70Jof72aM=
@@ -248,6 +267,8 @@ golang.org/x/sys v0.8.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.9.0/go.mod h1:oPkhp1MJrh7nUepCBck5+mAzfO9JrbApNNgaTdGDITg=
 golang.org/x/sys v0.25.0 h1:r+8e+loiHxRqhXVl6ML1nO3l1+oFoWbnlu2Ehimmi34=
 golang.org/x/sys v0.25.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
+golang.org/x/sys v0.26.0 h1:KHjCJyddX0LoSTb3J+vWpupP9p0oznkqVk/IfjymZbo=
+golang.org/x/sys v0.26.0/go.mod h1:/VUhepiaJMQUp4+oa/7Zr1D23ma6VTLIYjOOTFZPUcA=
 golang.org/x/term v0.0.0-20201126162022-7de9c90e9dd1/go.mod h1:bj7SfCRtBDWHUb9snDiAeCFNEtKQo2Wmx5Cou7ajbmo=
 golang.org/x/term v0.0.0-20210927222741-03fcf44c2211/go.mod h1:jbD1KX2456YbFQfuXm/mYQcufACuNUgVhRMnK/tPxf8=
 golang.org/x/term v0.5.0/go.mod h1:jMB1sMXY+tzblOD4FWmEbocvup2/aLOaQEp7JmGp78k=
@@ -262,6 +283,8 @@ golang.org/x/text v0.9.0/go.mod h1:e1OnstbJyHTd6l/uOt8jFFHp6TRDWZR/bV3emEE/zU8=
 golang.org/x/text v0.10.0/go.mod h1:TvPlkZtksWOMsz7fbANvkp4WM8x/WCo/om8BMLbz+aE=
 golang.org/x/text v0.18.0 h1:XvMDiNzPAl0jr17s6W9lcaIhGUfUORdGCNsuLmPG224=
 golang.org/x/text v0.18.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
+golang.org/x/text v0.19.0 h1:kTxAhCbGbxhK0IwgSKiMO5awPoDQ0RpfiVYBfK860YM=
+golang.org/x/text v0.19.0/go.mod h1:BuEKDfySbSR4drPmRPG/7iBdf8hvFMuRexcpahXilzY=
 golang.org/x/time v0.6.0 h1:eTDhh4ZXt5Qf0augr54TN6suAUudPcawVZeIAPU7D4U=
 golang.org/x/time v0.6.0/go.mod h1:3BpzKBy/shNhVucY/MWOyx10tF3SFh9QdLuxbVysPQM=
 golang.org/x/tools v0.0.0-20180917221912-90fa682c2a6e/go.mod h1:n7NCudcB/nEzxVGmLbDWY5pfWTLqBcC2KZ6jyYvM4mQ=
@@ -287,6 +310,8 @@ google.golang.org/genproto v0.0.0-20190819201941-24fa4b261c55/go.mod h1:DMBHOl98
 google.golang.org/genproto v0.0.0-20200423170343-7949de9c1215/go.mod h1:55QSHmfGQM9UVYDPBsyGGes0y52j32PQ3BqQfXhyH3c=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20240812133136-8ffd90a71988 h1:V71AcdLZr2p8dC9dbOIMCpqi4EmRl8wUwnJzXXLmbmc=
 google.golang.org/genproto/googleapis/rpc v0.0.0-20240812133136-8ffd90a71988/go.mod h1:Ue6ibwXGpU+dqIcODieyLOcgj7z8+IcskoNIgZxtrFY=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142 h1:e7S5W7MGGLaSu8j3YjdezkZ+m1/Nm0uRVRMEMGk26Xs=
+google.golang.org/genproto/googleapis/rpc v0.0.0-20240814211410-ddb44dafa142/go.mod h1:UqMtugtsSgubUsoxbuAoiCXvqvErP7Gf0so0mK9tHxU=
 google.golang.org/grpc v1.19.0/go.mod h1:mqu4LbDTu4XGKhr4mRzUsmM4RtVoemTSY81AxZiDr8c=
 google.golang.org/grpc v1.23.0/go.mod h1:Y5yQAOtifL1yxbo5wqy6BxZv8vAUGQwXBOALyacEbxg=
 google.golang.org/grpc v1.25.1/go.mod h1:c3i+UQWmh7LiEpx4sFZnkU36qjEYZ0imhYfXVyQciAY=
@@ -294,10 +319,14 @@ google.golang.org/grpc v1.27.0/go.mod h1:qbnxyOmOxrQa7FizSgH+ReBfzJrCY1pSN7KXBS8
 google.golang.org/grpc v1.29.1/go.mod h1:itym6AZVZYACWQqET3MqgPpjcuV5QH3BxFS3IjizoKk=
 google.golang.org/grpc v1.65.0 h1:bs/cUb4lp1G5iImFFd3u5ixQzweKizoZJAwBNLR42lc=
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