✨ add face recognition

app/ai/rpc/ai.proto

@@ -1,71 +0,0 @@
-syntax = "proto3";
-
-package auth;
-option go_package = "./pb";
-
-message AccountLoginRequest {
-  string account = 1;
-  string password = 2;
-  bool auto_login = 3;
-  int64 angle = 4;
-  string key = 5;
-}
-message PhoneLoginRequest {
-  string phone = 1;
-  int64 captcha = 2;
-  bool auto_login = 3;
-}
-message ResetPasswordRequest {
-  string phone = 1;
-  string captcha = 2;
-  string password = 3;
-  string repassword = 4;
-}
-message WechatOffiaccountLoginRequest {
-  string openid = 1;
-  string client_id = 2;
-}
-message GetWechatQrcodeRequest {
-  string client_id = 1;
-}
-message LoginResponse {
-  string access_token = 1;
-  int64 expire_at = 2;
-  string uid = 3;
-  string username = 4;
-  string nickname = 5;
-  string avatar = 6;
-  int64 status = 7;
-}
-message ResetPasswordResponse {
-  bool success = 1;
-}
-message GetWechatQrcodeResponse {
-  string qrcode = 1;
-}
-// The LoginService service definition.
-service LoginService{
-  // AccountLogin
-  rpc AccountLogin (AccountLoginRequest) returns (LoginResponse);
-  // PhoneLogin
-  rpc PhoneLogin (AccountLoginRequest) returns (LoginResponse);
-  // ResetPassword
-  rpc ResetPassword (ResetPasswordRequest) returns (ResetPasswordResponse);
-  // WechatOffiaccountLogin
-  rpc WechatOffiaccountLogin (WechatOffiaccountLoginRequest) returns (LoginResponse);
-  // GetWechatOffiaccountQrcode
-  rpc GetWechatOffiaccountQrcode (GetWechatQrcodeRequest) returns (GetWechatQrcodeResponse);
-}
-
-// The TokenService service definition.
-message TokenRequest {
-  string  uid = 1;
-}
-message RefreshTokenResponse {
-  string access_token = 1;
-  int64 expire_at = 2;
-}
-service TokenService{
-  // RefreshToken
-  rpc RefreshToken (TokenRequest) returns (RefreshTokenResponse);
-}

app/ai/rpc/generate.go

@@ -1,3 +0,0 @@
-package rpc
-
-//go:generate goctl rpc protoc ai.proto --go_out=. --go-grpc_out=. --zrpc_out=. --client=true -m --style=go_zero

app/aisvc/model/mysql/generate/generate.go

@@ -0,0 +1,107 @@
+package main
+
+import (
+	"os"
+	"path/filepath"
+	"strings"
+
+	"gorm.io/driver/mysql"
+	"gorm.io/gen"
+	"gorm.io/gen/field"
+	"gorm.io/gorm"
+)
+
+const MySQLDSN = "root:LDQ20020618xxx@tcp(1.95.0.111:3306)/schisandra-cloud-album?charset=utf8mb4&parseTime=True&loc=Local"
+
+func main() {
+
+	// 连接数据库
+	db, err := gorm.Open(mysql.Open(MySQLDSN))
+	if err != nil {
+		panic(err)
+	}
+
+	dir, err := os.Getwd()
+	if err != nil {
+		panic(err)
+	}
+	path := filepath.Join(dir, "app/aisvc/model/mysql/", "query")
+	// 生成实例
+	g := gen.NewGenerator(gen.Config{
+		// 相对执行`go run`时的路径, 会自动创建目录
+		OutPath: path,
+		// 生成的文件名，默认gen.go
+		OutFile: "gen.go",
+		// 生成DAO代码的包名，默认是：model
+		ModelPkgPath: "model",
+		// 是否为DAO包生成单元测试代码，默认：false
+		WithUnitTest: false,
+
+		// WithDefaultQuery 生成默认查询结构体(作为全局变量使用), 即`Q`结构体和其字段(各表模型)
+		// WithoutContext 生成没有context调用限制的代码供查询
+		// WithQueryInterface 生成interface形式的查询代码(可导出), 如`Where()`方法返回的就是一个可导出的接口类型
+		Mode: gen.WithDefaultQuery | gen.WithQueryInterface | gen.WithoutContext,
+
+		// 表字段可为 null 值时, 对应结体字段使用指针类型
+		FieldNullable: false, // generate pointer when field is nullable
+
+		// 表字段默认值与模型结构体字段零值不一致的字段, 在插入数据时需要赋值该字段值为零值的, 结构体字段须是指针类型才能成功, 即`FieldCoverable:true`配置下生成的结构体字段.
+		// 因为在插入时遇到字段为零值的会被GORM赋予默认值. 如字段`age`表默认值为10, 即使你显式设置为0最后也会被GORM设为10提交.
+		// 如果该字段没有上面提到的插入时赋零值的特殊需要, 则字段为非指针类型使用起来会比较方便.
+		FieldCoverable: true,
+
+		// 模型结构体字段的数字类型的符号表示是否与表字段的一致, `false`指示都用有符号类型
+		FieldSignable: false,
+		// 生成 gorm 标签的字段索引属性
+		FieldWithIndexTag: true,
+		// 生成 gorm 标签的字段类型属性
+		FieldWithTypeTag: true,
+	})
+	// 设置目标 db
+	g.UseDB(db)
+
+	// 自定义字段的数据类型
+	// 统一数字类型为int64,兼容protobuf
+	dataMap := map[string]func(columnType gorm.ColumnType) (dataType string){
+		"tinyint":   func(columnType gorm.ColumnType) (dataType string) { return "int64" },
+		"smallint":  func(columnType gorm.ColumnType) (dataType string) { return "int64" },
+		"mediumint": func(columnType gorm.ColumnType) (dataType string) { return "int64" },
+		"bigint":    func(columnType gorm.ColumnType) (dataType string) { return "int64" },
+		"int":       func(columnType gorm.ColumnType) (dataType string) { return "int64" },
+	}
+	// 要先于`ApplyBasic`执行
+	g.WithDataTypeMap(dataMap)
+
+	// 自定义模型结体字段的标签
+	// 将特定字段名的 json 标签加上`string`属性,即 MarshalJSON 时该字段由数字类型转成字符串类型
+	jsonField := gen.FieldJSONTagWithNS(func(columnName string) (tagContent string) {
+		toStringField := `id, `
+		if strings.Contains(toStringField, columnName) {
+			return columnName + ",string"
+		}
+		return columnName
+	})
+	// 将非默认字段名的字段定义为自动时间戳和软删除字段;
+	// 自动时间戳默认字段名为:`updated_at`、`created_at, 表字段数据类型为: INT 或 DATETIME
+	// 软删除默认字段名为:`deleted_at`, 表字段数据类型为: DATETIME
+	idField := gen.FieldGORMTag("id", func(tag field.GormTag) field.GormTag {
+		return tag.Append("primary_key")
+	})
+	autoUpdateTimeField := gen.FieldGORMTag("updated_at", func(tag field.GormTag) field.GormTag {
+		return tag.Append("autoUpdateTime")
+	})
+	autoCreateTimeField := gen.FieldGORMTag("created_at", func(tag field.GormTag) field.GormTag {
+		return tag.Append("autoCreateTime")
+	})
+	softDeleteField := gen.FieldType("delete_at", "gorm.DeletedAt")
+	versionField := gen.FieldType("version", "optimisticlock.Version")
+	// 模型自定义选项组
+	fieldOpts := []gen.ModelOpt{jsonField, idField, autoUpdateTimeField, autoCreateTimeField, softDeleteField, versionField}
+
+	// 创建全部模型文件, 并覆盖前面创建的同名模型
+	model := g.GenerateModel("sca_storage_face", fieldOpts...)
+
+	g.ApplyBasic(model)
+
+	g.Execute()
+}

app/aisvc/model/mysql/model/sca_storage_face.gen.go

@@ -0,0 +1,31 @@
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+
+package model
+
+import (
+	"time"
+
+	"gorm.io/gorm"
+)
+
+const TableNameScaStorageFace = "sca_storage_face"
+
+// ScaStorageFace 人脸特征向量表
+type ScaStorageFace struct {
+	ID            int64          `gorm:"column:id;type:bigint(20);primaryKey;autoIncrement:true;comment:主键;primary_key" json:"id,string"` // 主键
+	UserID        string         `gorm:"column:user_id;type:varchar(50);comment:用户ID" json:"user_id"`                                     // 用户ID
+	FaceName      string         `gorm:"column:face_name;type:varchar(255);comment:人脸名称" json:"face_name"`                                // 人脸名称
+	FaceVector    string         `gorm:"column:face_vector;type:json;comment:人脸特征向量" json:"face_vector"`                                  // 人脸特征向量
+	FaceImagePath string         `gorm:"column:face_image_path;type:varchar(255);comment:人脸图像路径" json:"face_image_path"`                  // 人脸图像路径
+	FaceType      string         `gorm:"column:face_type;type:varchar(50);comment:人脸类型标识" json:"face_type"`                               // 人脸类型标识
+	CreatedAt     time.Time      `gorm:"column:created_at;type:timestamp;autoCreateTime;comment:创建时间" json:"created_at"`                  // 创建时间
+	UpdatedAt     time.Time      `gorm:"column:updated_at;type:timestamp;autoUpdateTime;comment:更新时间" json:"updated_at"`                  // 更新时间
+	DeletedAt     gorm.DeletedAt `gorm:"column:deleted_at;type:timestamp;comment:删除时间" json:"deleted_at"`                                 // 删除时间
+}
+
+// TableName ScaStorageFace's table name
+func (*ScaStorageFace) TableName() string {
+	return TableNameScaStorageFace
+}

app/aisvc/model/mysql/mysql.go

@@ -0,0 +1,76 @@
+package mysql
+
+import (
+	"log"
+	"os"
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/model"
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/query"
+	"time"
+
+	"github.com/asjdf/gorm-cache/cache"
+	"github.com/asjdf/gorm-cache/config"
+	"github.com/asjdf/gorm-cache/storage"
+	"github.com/redis/go-redis/v9"
+	"gorm.io/driver/mysql"
+	"gorm.io/gorm"
+	"gorm.io/gorm/logger"
+)
+
+func NewMySQL(url string, maxOpenConn int, maxIdleConn int, client *redis.Client) (*gorm.DB, *query.Query) {
+	db, err := gorm.Open(mysql.Open(url), &gorm.Config{
+		SkipDefaultTransaction: true,
+		PrepareStmt:            true,
+		Logger: logger.New(
+			log.New(os.Stdout, "\r\n", log.LstdFlags),
+			logger.Config{
+				SlowThreshold:             time.Second,  // 慢sql日志
+				LogLevel:                  logger.Error, // 级别
+				Colorful:                  true,         // 颜色
+				IgnoreRecordNotFoundError: true,         // 忽略RecordNotFoundError
+				ParameterizedQueries:      true,         // 格式化SQL语句
+			}),
+	})
+	if err != nil {
+		panic(err)
+	}
+	sqlDB, err := db.DB()
+	if err != nil {
+		panic(err)
+	}
+	sqlDB.SetMaxOpenConns(maxOpenConn)
+	sqlDB.SetMaxIdleConns(maxIdleConn)
+	useDB := query.Use(db)
+	// migrate
+	Migrate(db)
+	// cache
+	gormCache, err := cache.NewGorm2Cache(&config.CacheConfig{
+		CacheLevel: config.CacheLevelAll,
+		CacheStorage: storage.NewRedis(&storage.RedisStoreConfig{
+			KeyPrefix: "cache",
+			Client:    client,
+		}),
+		InvalidateWhenUpdate:           true,  // when you create/update/delete objects, invalidate cache
+		CacheTTL:                       10000, // 5000 ms
+		CacheMaxItemCnt:                0,     // if length of objects retrieved one single time
+		AsyncWrite:                     true,  // async write to cache
+		DebugMode:                      false,
+		DisableCachePenetrationProtect: true, // disable cache penetration protect
+	})
+	if err != nil {
+		panic(err)
+	}
+	err = db.Use(gormCache)
+	if err != nil {
+		panic(err)
+	}
+
+	return db, useDB
+}
+
+func Migrate(db *gorm.DB) {
+	err := db.AutoMigrate(
+		&model.ScaStorageFace{})
+	if err != nil {
+		panic(err)
+	}
+}

app/aisvc/model/mysql/query/gen.go

@@ -0,0 +1,103 @@
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+
+package query
+
+import (
+	"context"
+	"database/sql"
+
+	"gorm.io/gorm"
+
+	"gorm.io/gen"
+
+	"gorm.io/plugin/dbresolver"
+)
+
+var (
+	Q              = new(Query)
+	ScaStorageFace *scaStorageFace
+)
+
+func SetDefault(db *gorm.DB, opts ...gen.DOOption) {
+	*Q = *Use(db, opts...)
+	ScaStorageFace = &Q.ScaStorageFace
+}
+
+func Use(db *gorm.DB, opts ...gen.DOOption) *Query {
+	return &Query{
+		db:             db,
+		ScaStorageFace: newScaStorageFace(db, opts...),
+	}
+}
+
+type Query struct {
+	db *gorm.DB
+
+	ScaStorageFace scaStorageFace
+}
+
+func (q *Query) Available() bool { return q.db != nil }
+
+func (q *Query) clone(db *gorm.DB) *Query {
+	return &Query{
+		db:             db,
+		ScaStorageFace: q.ScaStorageFace.clone(db),
+	}
+}
+
+func (q *Query) ReadDB() *Query {
+	return q.ReplaceDB(q.db.Clauses(dbresolver.Read))
+}
+
+func (q *Query) WriteDB() *Query {
+	return q.ReplaceDB(q.db.Clauses(dbresolver.Write))
+}
+
+func (q *Query) ReplaceDB(db *gorm.DB) *Query {
+	return &Query{
+		db:             db,
+		ScaStorageFace: q.ScaStorageFace.replaceDB(db),
+	}
+}
+
+type queryCtx struct {
+	ScaStorageFace IScaStorageFaceDo
+}
+
+func (q *Query) WithContext(ctx context.Context) *queryCtx {
+	return &queryCtx{
+		ScaStorageFace: q.ScaStorageFace.WithContext(ctx),
+	}
+}
+
+func (q *Query) Transaction(fc func(tx *Query) error, opts ...*sql.TxOptions) error {
+	return q.db.Transaction(func(tx *gorm.DB) error { return fc(q.clone(tx)) }, opts...)
+}
+
+func (q *Query) Begin(opts ...*sql.TxOptions) *QueryTx {
+	tx := q.db.Begin(opts...)
+	return &QueryTx{Query: q.clone(tx), Error: tx.Error}
+}
+
+type QueryTx struct {
+	*Query
+	Error error
+}
+
+func (q *QueryTx) Commit() error {
+	return q.db.Commit().Error
+}
+
+func (q *QueryTx) Rollback() error {
+	return q.db.Rollback().Error
+}
+
+func (q *QueryTx) SavePoint(name string) error {
+	return q.db.SavePoint(name).Error
+}
+
+func (q *QueryTx) RollbackTo(name string) error {
+	return q.db.RollbackTo(name).Error
+}

app/aisvc/model/mysql/query/sca_storage_face.gen.go

@@ -0,0 +1,413 @@
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+// Code generated by gorm.io/gen. DO NOT EDIT.
+
+package query
+
+import (
+	"context"
+
+	"gorm.io/gorm"
+	"gorm.io/gorm/clause"
+	"gorm.io/gorm/schema"
+
+	"gorm.io/gen"
+	"gorm.io/gen/field"
+
+	"gorm.io/plugin/dbresolver"
+
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/model"
+)
+
+func newScaStorageFace(db *gorm.DB, opts ...gen.DOOption) scaStorageFace {
+	_scaStorageFace := scaStorageFace{}
+
+	_scaStorageFace.scaStorageFaceDo.UseDB(db, opts...)
+	_scaStorageFace.scaStorageFaceDo.UseModel(&model.ScaStorageFace{})
+
+	tableName := _scaStorageFace.scaStorageFaceDo.TableName()
+	_scaStorageFace.ALL = field.NewAsterisk(tableName)
+	_scaStorageFace.ID = field.NewInt64(tableName, "id")
+	_scaStorageFace.UserID = field.NewString(tableName, "user_id")
+	_scaStorageFace.FaceName = field.NewString(tableName, "face_name")
+	_scaStorageFace.FaceVector = field.NewString(tableName, "face_vector")
+	_scaStorageFace.FaceImagePath = field.NewString(tableName, "face_image_path")
+	_scaStorageFace.FaceType = field.NewString(tableName, "face_type")
+	_scaStorageFace.CreatedAt = field.NewTime(tableName, "created_at")
+	_scaStorageFace.UpdatedAt = field.NewTime(tableName, "updated_at")
+	_scaStorageFace.DeletedAt = field.NewField(tableName, "deleted_at")
+
+	_scaStorageFace.fillFieldMap()
+
+	return _scaStorageFace
+}
+
+// scaStorageFace 人脸特征向量表
+type scaStorageFace struct {
+	scaStorageFaceDo
+
+	ALL           field.Asterisk
+	ID            field.Int64  // 主键
+	UserID        field.String // 用户ID
+	FaceName      field.String // 人脸名称
+	FaceVector    field.String // 人脸特征向量
+	FaceImagePath field.String // 人脸图像路径
+	FaceType      field.String // 人脸类型标识
+	CreatedAt     field.Time   // 创建时间
+	UpdatedAt     field.Time   // 更新时间
+	DeletedAt     field.Field  // 删除时间
+
+	fieldMap map[string]field.Expr
+}
+
+func (s scaStorageFace) Table(newTableName string) *scaStorageFace {
+	s.scaStorageFaceDo.UseTable(newTableName)
+	return s.updateTableName(newTableName)
+}
+
+func (s scaStorageFace) As(alias string) *scaStorageFace {
+	s.scaStorageFaceDo.DO = *(s.scaStorageFaceDo.As(alias).(*gen.DO))
+	return s.updateTableName(alias)
+}
+
+func (s *scaStorageFace) updateTableName(table string) *scaStorageFace {
+	s.ALL = field.NewAsterisk(table)
+	s.ID = field.NewInt64(table, "id")
+	s.UserID = field.NewString(table, "user_id")
+	s.FaceName = field.NewString(table, "face_name")
+	s.FaceVector = field.NewString(table, "face_vector")
+	s.FaceImagePath = field.NewString(table, "face_image_path")
+	s.FaceType = field.NewString(table, "face_type")
+	s.CreatedAt = field.NewTime(table, "created_at")
+	s.UpdatedAt = field.NewTime(table, "updated_at")
+	s.DeletedAt = field.NewField(table, "deleted_at")
+
+	s.fillFieldMap()
+
+	return s
+}
+
+func (s *scaStorageFace) GetFieldByName(fieldName string) (field.OrderExpr, bool) {
+	_f, ok := s.fieldMap[fieldName]
+	if !ok || _f == nil {
+		return nil, false
+	}
+	_oe, ok := _f.(field.OrderExpr)
+	return _oe, ok
+}
+
+func (s *scaStorageFace) fillFieldMap() {
+	s.fieldMap = make(map[string]field.Expr, 9)
+	s.fieldMap["id"] = s.ID
+	s.fieldMap["user_id"] = s.UserID
+	s.fieldMap["face_name"] = s.FaceName
+	s.fieldMap["face_vector"] = s.FaceVector
+	s.fieldMap["face_image_path"] = s.FaceImagePath
+	s.fieldMap["face_type"] = s.FaceType
+	s.fieldMap["created_at"] = s.CreatedAt
+	s.fieldMap["updated_at"] = s.UpdatedAt
+	s.fieldMap["deleted_at"] = s.DeletedAt
+}
+
+func (s scaStorageFace) clone(db *gorm.DB) scaStorageFace {
+	s.scaStorageFaceDo.ReplaceConnPool(db.Statement.ConnPool)
+	return s
+}
+
+func (s scaStorageFace) replaceDB(db *gorm.DB) scaStorageFace {
+	s.scaStorageFaceDo.ReplaceDB(db)
+	return s
+}
+
+type scaStorageFaceDo struct{ gen.DO }
+
+type IScaStorageFaceDo interface {
+	gen.SubQuery
+	Debug() IScaStorageFaceDo
+	WithContext(ctx context.Context) IScaStorageFaceDo
+	WithResult(fc func(tx gen.Dao)) gen.ResultInfo
+	ReplaceDB(db *gorm.DB)
+	ReadDB() IScaStorageFaceDo
+	WriteDB() IScaStorageFaceDo
+	As(alias string) gen.Dao
+	Session(config *gorm.Session) IScaStorageFaceDo
+	Columns(cols ...field.Expr) gen.Columns
+	Clauses(conds ...clause.Expression) IScaStorageFaceDo
+	Not(conds ...gen.Condition) IScaStorageFaceDo
+	Or(conds ...gen.Condition) IScaStorageFaceDo
+	Select(conds ...field.Expr) IScaStorageFaceDo
+	Where(conds ...gen.Condition) IScaStorageFaceDo
+	Order(conds ...field.Expr) IScaStorageFaceDo
+	Distinct(cols ...field.Expr) IScaStorageFaceDo
+	Omit(cols ...field.Expr) IScaStorageFaceDo
+	Join(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo
+	LeftJoin(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo
+	RightJoin(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo
+	Group(cols ...field.Expr) IScaStorageFaceDo
+	Having(conds ...gen.Condition) IScaStorageFaceDo
+	Limit(limit int) IScaStorageFaceDo
+	Offset(offset int) IScaStorageFaceDo
+	Count() (count int64, err error)
+	Scopes(funcs ...func(gen.Dao) gen.Dao) IScaStorageFaceDo
+	Unscoped() IScaStorageFaceDo
+	Create(values ...*model.ScaStorageFace) error
+	CreateInBatches(values []*model.ScaStorageFace, batchSize int) error
+	Save(values ...*model.ScaStorageFace) error
+	First() (*model.ScaStorageFace, error)
+	Take() (*model.ScaStorageFace, error)
+	Last() (*model.ScaStorageFace, error)
+	Find() ([]*model.ScaStorageFace, error)
+	FindInBatch(batchSize int, fc func(tx gen.Dao, batch int) error) (results []*model.ScaStorageFace, err error)
+	FindInBatches(result *[]*model.ScaStorageFace, batchSize int, fc func(tx gen.Dao, batch int) error) error
+	Pluck(column field.Expr, dest interface{}) error
+	Delete(...*model.ScaStorageFace) (info gen.ResultInfo, err error)
+	Update(column field.Expr, value interface{}) (info gen.ResultInfo, err error)
+	UpdateSimple(columns ...field.AssignExpr) (info gen.ResultInfo, err error)
+	Updates(value interface{}) (info gen.ResultInfo, err error)
+	UpdateColumn(column field.Expr, value interface{}) (info gen.ResultInfo, err error)
+	UpdateColumnSimple(columns ...field.AssignExpr) (info gen.ResultInfo, err error)
+	UpdateColumns(value interface{}) (info gen.ResultInfo, err error)
+	UpdateFrom(q gen.SubQuery) gen.Dao
+	Attrs(attrs ...field.AssignExpr) IScaStorageFaceDo
+	Assign(attrs ...field.AssignExpr) IScaStorageFaceDo
+	Joins(fields ...field.RelationField) IScaStorageFaceDo
+	Preload(fields ...field.RelationField) IScaStorageFaceDo
+	FirstOrInit() (*model.ScaStorageFace, error)
+	FirstOrCreate() (*model.ScaStorageFace, error)
+	FindByPage(offset int, limit int) (result []*model.ScaStorageFace, count int64, err error)
+	ScanByPage(result interface{}, offset int, limit int) (count int64, err error)
+	Scan(result interface{}) (err error)
+	Returning(value interface{}, columns ...string) IScaStorageFaceDo
+	UnderlyingDB() *gorm.DB
+	schema.Tabler
+}
+
+func (s scaStorageFaceDo) Debug() IScaStorageFaceDo {
+	return s.withDO(s.DO.Debug())
+}
+
+func (s scaStorageFaceDo) WithContext(ctx context.Context) IScaStorageFaceDo {
+	return s.withDO(s.DO.WithContext(ctx))
+}
+
+func (s scaStorageFaceDo) ReadDB() IScaStorageFaceDo {
+	return s.Clauses(dbresolver.Read)
+}
+
+func (s scaStorageFaceDo) WriteDB() IScaStorageFaceDo {
+	return s.Clauses(dbresolver.Write)
+}
+
+func (s scaStorageFaceDo) Session(config *gorm.Session) IScaStorageFaceDo {
+	return s.withDO(s.DO.Session(config))
+}
+
+func (s scaStorageFaceDo) Clauses(conds ...clause.Expression) IScaStorageFaceDo {
+	return s.withDO(s.DO.Clauses(conds...))
+}
+
+func (s scaStorageFaceDo) Returning(value interface{}, columns ...string) IScaStorageFaceDo {
+	return s.withDO(s.DO.Returning(value, columns...))
+}
+
+func (s scaStorageFaceDo) Not(conds ...gen.Condition) IScaStorageFaceDo {
+	return s.withDO(s.DO.Not(conds...))
+}
+
+func (s scaStorageFaceDo) Or(conds ...gen.Condition) IScaStorageFaceDo {
+	return s.withDO(s.DO.Or(conds...))
+}
+
+func (s scaStorageFaceDo) Select(conds ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Select(conds...))
+}
+
+func (s scaStorageFaceDo) Where(conds ...gen.Condition) IScaStorageFaceDo {
+	return s.withDO(s.DO.Where(conds...))
+}
+
+func (s scaStorageFaceDo) Order(conds ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Order(conds...))
+}
+
+func (s scaStorageFaceDo) Distinct(cols ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Distinct(cols...))
+}
+
+func (s scaStorageFaceDo) Omit(cols ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Omit(cols...))
+}
+
+func (s scaStorageFaceDo) Join(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Join(table, on...))
+}
+
+func (s scaStorageFaceDo) LeftJoin(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.LeftJoin(table, on...))
+}
+
+func (s scaStorageFaceDo) RightJoin(table schema.Tabler, on ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.RightJoin(table, on...))
+}
+
+func (s scaStorageFaceDo) Group(cols ...field.Expr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Group(cols...))
+}
+
+func (s scaStorageFaceDo) Having(conds ...gen.Condition) IScaStorageFaceDo {
+	return s.withDO(s.DO.Having(conds...))
+}
+
+func (s scaStorageFaceDo) Limit(limit int) IScaStorageFaceDo {
+	return s.withDO(s.DO.Limit(limit))
+}
+
+func (s scaStorageFaceDo) Offset(offset int) IScaStorageFaceDo {
+	return s.withDO(s.DO.Offset(offset))
+}
+
+func (s scaStorageFaceDo) Scopes(funcs ...func(gen.Dao) gen.Dao) IScaStorageFaceDo {
+	return s.withDO(s.DO.Scopes(funcs...))
+}
+
+func (s scaStorageFaceDo) Unscoped() IScaStorageFaceDo {
+	return s.withDO(s.DO.Unscoped())
+}
+
+func (s scaStorageFaceDo) Create(values ...*model.ScaStorageFace) error {
+	if len(values) == 0 {
+		return nil
+	}
+	return s.DO.Create(values)
+}
+
+func (s scaStorageFaceDo) CreateInBatches(values []*model.ScaStorageFace, batchSize int) error {
+	return s.DO.CreateInBatches(values, batchSize)
+}
+
+// Save : !!! underlying implementation is different with GORM
+// The method is equivalent to executing the statement: db.Clauses(clause.OnConflict{UpdateAll: true}).Create(values)
+func (s scaStorageFaceDo) Save(values ...*model.ScaStorageFace) error {
+	if len(values) == 0 {
+		return nil
+	}
+	return s.DO.Save(values)
+}
+
+func (s scaStorageFaceDo) First() (*model.ScaStorageFace, error) {
+	if result, err := s.DO.First(); err != nil {
+		return nil, err
+	} else {
+		return result.(*model.ScaStorageFace), nil
+	}
+}
+
+func (s scaStorageFaceDo) Take() (*model.ScaStorageFace, error) {
+	if result, err := s.DO.Take(); err != nil {
+		return nil, err
+	} else {
+		return result.(*model.ScaStorageFace), nil
+	}
+}
+
+func (s scaStorageFaceDo) Last() (*model.ScaStorageFace, error) {
+	if result, err := s.DO.Last(); err != nil {
+		return nil, err
+	} else {
+		return result.(*model.ScaStorageFace), nil
+	}
+}
+
+func (s scaStorageFaceDo) Find() ([]*model.ScaStorageFace, error) {
+	result, err := s.DO.Find()
+	return result.([]*model.ScaStorageFace), err
+}
+
+func (s scaStorageFaceDo) FindInBatch(batchSize int, fc func(tx gen.Dao, batch int) error) (results []*model.ScaStorageFace, err error) {
+	buf := make([]*model.ScaStorageFace, 0, batchSize)
+	err = s.DO.FindInBatches(&buf, batchSize, func(tx gen.Dao, batch int) error {
+		defer func() { results = append(results, buf...) }()
+		return fc(tx, batch)
+	})
+	return results, err
+}
+
+func (s scaStorageFaceDo) FindInBatches(result *[]*model.ScaStorageFace, batchSize int, fc func(tx gen.Dao, batch int) error) error {
+	return s.DO.FindInBatches(result, batchSize, fc)
+}
+
+func (s scaStorageFaceDo) Attrs(attrs ...field.AssignExpr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Attrs(attrs...))
+}
+
+func (s scaStorageFaceDo) Assign(attrs ...field.AssignExpr) IScaStorageFaceDo {
+	return s.withDO(s.DO.Assign(attrs...))
+}
+
+func (s scaStorageFaceDo) Joins(fields ...field.RelationField) IScaStorageFaceDo {
+	for _, _f := range fields {
+		s = *s.withDO(s.DO.Joins(_f))
+	}
+	return &s
+}
+
+func (s scaStorageFaceDo) Preload(fields ...field.RelationField) IScaStorageFaceDo {
+	for _, _f := range fields {
+		s = *s.withDO(s.DO.Preload(_f))
+	}
+	return &s
+}
+
+func (s scaStorageFaceDo) FirstOrInit() (*model.ScaStorageFace, error) {
+	if result, err := s.DO.FirstOrInit(); err != nil {
+		return nil, err
+	} else {
+		return result.(*model.ScaStorageFace), nil
+	}
+}
+
+func (s scaStorageFaceDo) FirstOrCreate() (*model.ScaStorageFace, error) {
+	if result, err := s.DO.FirstOrCreate(); err != nil {
+		return nil, err
+	} else {
+		return result.(*model.ScaStorageFace), nil
+	}
+}
+
+func (s scaStorageFaceDo) FindByPage(offset int, limit int) (result []*model.ScaStorageFace, count int64, err error) {
+	result, err = s.Offset(offset).Limit(limit).Find()
+	if err != nil {
+		return
+	}
+
+	if size := len(result); 0 < limit && 0 < size && size < limit {
+		count = int64(size + offset)
+		return
+	}
+
+	count, err = s.Offset(-1).Limit(-1).Count()
+	return
+}
+
+func (s scaStorageFaceDo) ScanByPage(result interface{}, offset int, limit int) (count int64, err error) {
+	count, err = s.Count()
+	if err != nil {
+		return
+	}
+
+	err = s.Offset(offset).Limit(limit).Scan(result)
+	return
+}
+
+func (s scaStorageFaceDo) Scan(result interface{}) (err error) {
+	return s.DO.Scan(result)
+}
+
+func (s scaStorageFaceDo) Delete(models ...*model.ScaStorageFace) (result gen.ResultInfo, err error) {
+	return s.DO.Delete(models)
+}
+
+func (s *scaStorageFaceDo) withDO(do gen.Dao) *scaStorageFaceDo {
+	s.DO = *do.(*gen.DO)
+	return s
+}

app/aisvc/rpc/aisvc.go

@@ -0,0 +1,39 @@
+package main
+
+import (
+	"flag"
+	"fmt"
+
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/config"
+	aiserviceServer "schisandra-album-cloud-microservices/app/aisvc/rpc/internal/server/aiservice"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+
+	"github.com/zeromicro/go-zero/core/conf"
+	"github.com/zeromicro/go-zero/core/service"
+	"github.com/zeromicro/go-zero/zrpc"
+	"google.golang.org/grpc"
+	"google.golang.org/grpc/reflection"
+)
+
+var configFile = flag.String("f", "rpc/etc/aisvc.yaml", "the config file")
+
+func main() {
+	flag.Parse()
+
+	var c config.Config
+	conf.MustLoad(*configFile, &c)
+	ctx := svc.NewServiceContext(c)
+
+	s := zrpc.MustNewServer(c.RpcServerConf, func(grpcServer *grpc.Server) {
+		pb.RegisterAiServiceServer(grpcServer, aiserviceServer.NewAiServiceServer(ctx))
+
+		if c.Mode == service.DevMode || c.Mode == service.TestMode {
+			reflection.Register(grpcServer)
+		}
+	})
+	defer s.Stop()
+
+	fmt.Printf("Starting rpc server at %s...\n", c.ListenOn)
+	s.Start()
+}

app/aisvc/rpc/aisvc.proto

@@ -0,0 +1,18 @@
+syntax = "proto3";
+
+package ai;
+option go_package = "./pb";
+
+
+
+message FaceRecognitionRequest {
+  bytes  face = 1;
+  string user_id = 2;
+}
+message FaceRecognitionResponse {
+  int64 face_id = 1;
+}
+service AiService {
+  // FaceRecognition
+  rpc FaceRecognition (FaceRecognitionRequest) returns (FaceRecognitionResponse);
+}

app/aisvc/rpc/client/aiservice/ai_service.go

@@ -0,0 +1,40 @@
+// Code generated by goctl. DO NOT EDIT.
+// goctl 1.7.3
+// Source: aisvc.proto
+
+package aiservice
+
+import (
+	"context"
+
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+
+	"github.com/zeromicro/go-zero/zrpc"
+	"google.golang.org/grpc"
+)
+
+type (
+	FaceRecognitionRequest  = pb.FaceRecognitionRequest
+	FaceRecognitionResponse = pb.FaceRecognitionResponse
+
+	AiService interface {
+		// FaceRecognition
+		FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error)
+	}
+
+	defaultAiService struct {
+		cli zrpc.Client
+	}
+)
+
+func NewAiService(cli zrpc.Client) AiService {
+	return &defaultAiService{
+		cli: cli,
+	}
+}
+
+// FaceRecognition
+func (m *defaultAiService) FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error) {
+	client := pb.NewAiServiceClient(m.cli.Conn())
+	return client.FaceRecognition(ctx, in, opts...)
+}

app/aisvc/rpc/etc/aisvc.yaml

@@ -0,0 +1,22 @@
+Name: aisvc.rpc
+ListenOn: 0.0.0.0:8080
+Etcd:
+  Hosts:
+    - 127.0.0.1:2379
+  Key: aisvc.rpc
+# MySQL 配置
+Mysql:
+  # 数据源dsn
+  DataSource: root:LDQ20020618xxx@tcp(1.95.0.111:3306)/schisandra-cloud-album?charset=utf8mb4&parseTime=True&loc=Local
+  # 最大连接数
+  MaxOpenConn: 10
+  # 最大空闲连接数
+  MaxIdleConn: 5
+# RedisConf 配置
+RedisConf:
+  # Redis 地址
+  Host: 1.95.0.111:6379
+  # Redis 密码
+  Pass: LDQ20020618xxx
+  # Redis 数据库
+  DB: 0

app/aisvc/rpc/generate.go

@@ -0,0 +1,3 @@
+package main
+
+//go:generate goctl rpc protoc aisvc.proto --go_out=. --go-grpc_out=. --zrpc_out=. --client=true -m --style=go_zero

app/aisvc/rpc/internal/config/config.go

@@ -0,0 +1,18 @@
+package config
+
+import "github.com/zeromicro/go-zero/zrpc"
+
+type Config struct {
+	zrpc.RpcServerConf
+
+	Mysql struct {
+		DataSource  string
+		MaxOpenConn int
+		MaxIdleConn int
+	}
+	RedisConf struct {
+		Host string
+		Pass string
+		DB   int
+	}
+}

app/aisvc/rpc/internal/logic/aiservice/face_recognition_logic.go

@@ -0,0 +1,355 @@
+package aiservicelogic
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"github.com/Kagami/go-face"
+	"github.com/ccpwcn/kgo"
+	"github.com/zeromicro/go-zero/core/logx"
+	"image"
+	"image/jpeg"
+	"os"
+	"path/filepath"
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/model"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+	"schisandra-album-cloud-microservices/common/constant"
+	"strconv"
+	"sync"
+	"time"
+)
+
+type FaceRecognitionLogic struct {
+	ctx    context.Context
+	svcCtx *svc.ServiceContext
+	logx.Logger
+	directoryCache sync.Map
+	wg             sync.WaitGroup
+	mu             sync.Mutex
+}
+
+func NewFaceRecognitionLogic(ctx context.Context, svcCtx *svc.ServiceContext) *FaceRecognitionLogic {
+	return &FaceRecognitionLogic{
+		ctx:            ctx,
+		svcCtx:         svcCtx,
+		Logger:         logx.WithContext(ctx),
+		directoryCache: sync.Map{},
+		wg:             sync.WaitGroup{},
+		mu:             sync.Mutex{},
+	}
+}
+
+// FaceRecognition 人脸识别
+func (l *FaceRecognitionLogic) FaceRecognition(in *pb.FaceRecognitionRequest) (*pb.FaceRecognitionResponse, error) {
+	// 提取人脸特征
+	faceFeatures, err := l.svcCtx.FaceRecognizer.RecognizeSingle(in.GetFace())
+	if err != nil {
+		return nil, err
+	}
+	if faceFeatures == nil {
+		return nil, nil
+	}
+
+	hashKey := fmt.Sprintf("user:%s:faces", in.GetUserId())
+	// 从 Redis 加载人脸数据
+	samples, ids, err := l.loadFacesFromRedisHash(hashKey)
+	if err != nil {
+		return nil, fmt.Errorf("failed to query Redis: %v", err)
+	}
+	// 如果缓存中没有数据，则查询数据库
+	if len(samples) == 0 {
+		samples, ids, err = l.loadExistingFaces(in.GetUserId())
+		if err != nil {
+			return nil, err
+		}
+
+		// 如果数据库也没有数据，直接保存当前人脸
+		if len(samples) == 0 || len(ids) == 0 {
+			return l.saveNewFace(in, faceFeatures, hashKey)
+		}
+
+		// 将数据写入 Redis
+		err = l.cacheFacesToRedisHash(hashKey, samples, ids)
+		if err != nil {
+			return nil, fmt.Errorf("failed to cache faces to Redis: %v", err)
+		}
+	}
+
+	// 设置人脸特征
+	l.svcCtx.FaceRecognizer.SetSamples(samples, ids)
+
+	// 人脸分类
+	classify := l.svcCtx.FaceRecognizer.ClassifyThreshold(faceFeatures.Descriptor, 0.6)
+	if classify >= 0 {
+		return &pb.FaceRecognitionResponse{
+			FaceId: int64(ids[classify]),
+		}, nil
+	}
+
+	// 如果未找到匹配的人脸，则保存为新样本
+	return l.saveNewFace(in, faceFeatures, hashKey)
+}
+
+// 保存新的人脸样本到数据库和 Redis
+func (l *FaceRecognitionLogic) saveNewFace(in *pb.FaceRecognitionRequest, faceFeatures *face.Face, hashKey string) (*pb.FaceRecognitionResponse, error) {
+	// 人脸有效性判断 (大小必须大于50)
+	if !l.isFaceValid(faceFeatures.Rectangle) {
+		return nil, nil
+	}
+
+	// 保存人脸图片到本地
+	faceImagePath, err := l.saveCroppedFaceToLocal(in.GetFace(), faceFeatures.Rectangle, "face_samples", in.GetUserId())
+	if err != nil {
+		return nil, err
+	}
+
+	// 保存到数据库
+	storageFace, err := l.saveFaceToDatabase(in.GetUserId(), faceFeatures.Descriptor, faceImagePath)
+	if err != nil {
+		return nil, err
+	}
+
+	// 将新增数据写入 Redis
+	err = l.appendFaceToRedisHash(hashKey, storageFace.ID, faceFeatures.Descriptor)
+	if err != nil {
+		return nil, fmt.Errorf("failed to append face to Redis: %v", err)
+	}
+
+	return &pb.FaceRecognitionResponse{
+		FaceId: storageFace.ID,
+	}, nil
+}
+
+// 加载数据库中的已有人脸
+func (l *FaceRecognitionLogic) loadExistingFaces(userId string) ([]face.Descriptor, []int32, error) {
+	if userId == "" {
+		return nil, nil, fmt.Errorf("user ID is required")
+	}
+	storageFace := l.svcCtx.DB.ScaStorageFace
+	existingFaces, err := storageFace.
+		Select(storageFace.FaceVector, storageFace.ID).
+		Where(storageFace.UserID.Eq(userId), storageFace.FaceType.Eq(constant.FaceTypeSample)).
+		Find()
+	if err != nil {
+		return nil, nil, err
+	}
+	if len(existingFaces) == 0 {
+		return nil, nil, nil
+	}
+
+	var samples []face.Descriptor
+	var ids []int32
+	// 使用并发处理每个数据
+	for _, existingFace := range existingFaces {
+		l.wg.Add(1)
+		go func(faceData *model.ScaStorageFace) {
+			defer l.wg.Done()
+
+			var descriptor face.Descriptor
+			if err = json.Unmarshal([]byte(faceData.FaceVector), &descriptor); err != nil {
+				l.Errorf("failed to unmarshal face vector: %v", err)
+				return
+			}
+			// 使用锁来保证并发访问时对切片的安全操作
+			l.mu.Lock()
+			samples = append(samples, descriptor)
+			ids = append(ids, int32(faceData.ID))
+			l.mu.Unlock()
+		}(existingFace)
+	}
+	l.wg.Wait()
+	return samples, ids, nil
+}
+
+const (
+	minFaceWidth  = 50 // 最小允许的人脸宽度
+	minFaceHeight = 50 // 最小允许的人脸高度
+)
+
+// 判断人脸是否有效
+func (l *FaceRecognitionLogic) isFaceValid(rect image.Rectangle) bool {
+	width := rect.Dx()
+	height := rect.Dy()
+	return width >= minFaceWidth && height >= minFaceHeight
+}
+
+// 保存人脸特征和路径到数据库
+func (l *FaceRecognitionLogic) saveFaceToDatabase(userId string, descriptor face.Descriptor, faceImagePath string) (*model.ScaStorageFace, error) {
+	jsonBytes, err := json.Marshal(descriptor)
+	if err != nil {
+		return nil, err
+	}
+	storageFace := model.ScaStorageFace{
+		FaceVector:    string(jsonBytes),
+		FaceImagePath: faceImagePath,
+		FaceType:      constant.FaceTypeSample,
+		UserID:        userId,
+	}
+	err = l.svcCtx.DB.ScaStorageFace.Create(&storageFace)
+	if err != nil {
+		return nil, err
+	}
+	return &storageFace, nil
+}
+
+func (l *FaceRecognitionLogic) saveCroppedFaceToLocal(faceImage []byte, rect image.Rectangle, baseSavePath string, userID string) (string, error) {
+	// 动态生成用户目录和时间分级目录
+	subDir := filepath.Join(baseSavePath, userID, time.Now().Format("2006/01")) // 格式：<baseSavePath>/<userID>/YYYY/MM
+
+	// 缓存目录检查，避免重复调用 os.MkdirAll
+	if !l.isDirectoryCached(subDir) {
+		if err := os.MkdirAll(subDir, os.ModePerm); err != nil {
+			return "", fmt.Errorf("failed to create directory: %w", err)
+		}
+		l.cacheDirectory(subDir) // 缓存已创建的目录路径
+	}
+
+	// 解码图像
+	img, _, err := image.Decode(bytes.NewReader(faceImage))
+	if err != nil {
+		return "", fmt.Errorf("image decode failed: %w", err)
+	}
+
+	// 获取图像边界
+	imgBounds := img.Bounds()
+	// 增加边距（比如 20 像素）
+	margin := 20
+	extendedRect := image.Rect(
+		max(rect.Min.X-margin, imgBounds.Min.X), // 确保不超出左边界
+		max(rect.Min.Y-margin, imgBounds.Min.Y), // 确保不超出上边界
+		min(rect.Max.X+margin, imgBounds.Max.X), // 确保不超出右边界
+		min(rect.Max.Y+margin, imgBounds.Max.Y), // 确保不超出下边界
+	)
+	// 裁剪图像
+	croppedImage := img.(interface {
+		SubImage(r image.Rectangle) image.Image
+	}).SubImage(extendedRect)
+
+	// 生成唯一文件名（时间戳 + UUID）
+	fileName := fmt.Sprintf("%s_%s.jpg", time.Now().Format("20060102_150405"), kgo.SimpleUuid())
+	outputPath := filepath.Join(subDir, fileName)
+
+	// 写入文件
+	if err = l.writeImageToFile(outputPath, croppedImage); err != nil {
+		return "", err
+	}
+	return outputPath, nil
+}
+
+// 判断目录是否已缓存
+func (l *FaceRecognitionLogic) isDirectoryCached(dir string) bool {
+	_, exists := l.directoryCache.Load(dir)
+	return exists
+}
+
+// 缓存目录
+func (l *FaceRecognitionLogic) cacheDirectory(dir string) {
+	l.directoryCache.Store(dir, struct{}{})
+}
+
+// 将图像写入文件
+func (l *FaceRecognitionLogic) writeImageToFile(path string, img image.Image) error {
+	file, err := os.Create(path)
+	if err != nil {
+		return fmt.Errorf("failed to create file: %w", err)
+	}
+	defer func(file *os.File) {
+		_ = file.Close()
+	}(file)
+
+	if err = jpeg.Encode(file, img, nil); err != nil {
+		return fmt.Errorf("failed to encode and save image: %w", err)
+	}
+	return nil
+}
+
+// 从 Redis 的 Hash 中加载人脸数据
+func (l *FaceRecognitionLogic) loadFacesFromRedisHash(hashKey string) ([]face.Descriptor, []int32, error) {
+	// 从 Redis 获取 Hash 的所有字段和值
+	data, err := l.svcCtx.RedisClient.HGetAll(l.ctx, hashKey).Result()
+	if err != nil {
+		return nil, nil, err
+	}
+
+	var samples []face.Descriptor
+	var ids []int32
+	for idStr, descriptorStr := range data {
+		var descriptor face.Descriptor
+		if err = json.Unmarshal([]byte(descriptorStr), &descriptor); err != nil {
+			return nil, nil, err
+		}
+
+		// 转换 ID 为 int32
+		id, err := parseInt32(idStr)
+		if err != nil {
+			return nil, nil, err
+		}
+
+		samples = append(samples, descriptor)
+		ids = append(ids, id)
+	}
+	return samples, ids, nil
+}
+
+// 将人脸数据写入 Redis 的 Hash
+func (l *FaceRecognitionLogic) cacheFacesToRedisHash(hashKey string, samples []face.Descriptor, ids []int32) error {
+	// 开启事务
+	pipe := l.svcCtx.RedisClient.Pipeline()
+
+	for i := range samples {
+		descriptorData, err := json.Marshal(samples[i])
+		if err != nil {
+			return err
+		}
+
+		// 使用 HSET 设置 Hash 字段和值
+		pipe.HSet(l.ctx, hashKey, fmt.Sprintf("%d", ids[i]), descriptorData)
+	}
+
+	// 设置缓存过期时间
+	pipe.Expire(l.ctx, hashKey, 3600*time.Second)
+
+	_, err := pipe.Exec(l.ctx)
+	return err
+}
+
+// 将新增的人脸数据追加到 Redis 的 Hash
+func (l *FaceRecognitionLogic) appendFaceToRedisHash(hashKey string, id int64, descriptor face.Descriptor) error {
+	descriptorData, err := json.Marshal(descriptor)
+	if err != nil {
+		return err
+	}
+
+	// 追加数据到 Hash
+	err = l.svcCtx.RedisClient.HSet(l.ctx, hashKey, fmt.Sprintf("%d", id), descriptorData).Err()
+	if err != nil {
+		return err
+	}
+	// 检查是否已设置过期时间
+	ttl, err := l.svcCtx.RedisClient.TTL(l.ctx, hashKey).Result()
+	if err != nil {
+		return err
+	}
+
+	// 如果未设置过期时间或已经过期，设置固定过期时间
+	if ttl < 0 {
+		err = l.svcCtx.RedisClient.Expire(l.ctx, hashKey, 3600*time.Second).Err()
+		if err != nil {
+			return err
+		}
+	}
+
+	return nil
+}
+
+// 辅助函数：字符串转换为 int32
+func parseInt32(s string) (int32, error) {
+	var i int64
+	var err error
+	if i, err = strconv.ParseInt(s, 10, 32); err != nil {
+		return 0, err
+	}
+	return int32(i), nil
+}

app/aisvc/rpc/internal/server/aiservice/ai_service_server.go

@@ -0,0 +1,30 @@
+// Code generated by goctl. DO NOT EDIT.
+// goctl 1.7.3
+// Source: aisvc.proto
+
+package server
+
+import (
+	"context"
+
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/logic/aiservice"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/svc"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
+)
+
+type AiServiceServer struct {
+	svcCtx *svc.ServiceContext
+	pb.UnimplementedAiServiceServer
+}
+
+func NewAiServiceServer(svcCtx *svc.ServiceContext) *AiServiceServer {
+	return &AiServiceServer{
+		svcCtx: svcCtx,
+	}
+}
+
+// FaceRecognition
+func (s *AiServiceServer) FaceRecognition(ctx context.Context, in *pb.FaceRecognitionRequest) (*pb.FaceRecognitionResponse, error) {
+	l := aiservicelogic.NewFaceRecognitionLogic(ctx, s.svcCtx)
+	return l.FaceRecognition(in)
+}

app/aisvc/rpc/internal/svc/service_context.go

@@ -0,0 +1,29 @@
+package svc
+
+import (
+	"github.com/Kagami/go-face"
+	"github.com/redis/go-redis/v9"
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql"
+	"schisandra-album-cloud-microservices/app/aisvc/model/mysql/query"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/internal/config"
+	"schisandra-album-cloud-microservices/common/face_recognizer"
+	"schisandra-album-cloud-microservices/common/redisx"
+)
+
+type ServiceContext struct {
+	Config         config.Config
+	FaceRecognizer *face.Recognizer
+	DB             *query.Query
+	RedisClient    *redis.Client
+}
+
+func NewServiceContext(c config.Config) *ServiceContext {
+	redisClient := redisx.NewRedis(c.RedisConf.Host, c.RedisConf.Pass, c.RedisConf.DB)
+	_, queryDB := mysql.NewMySQL(c.Mysql.DataSource, c.Mysql.MaxOpenConn, c.Mysql.MaxIdleConn, redisClient)
+	return &ServiceContext{
+		Config:         c,
+		FaceRecognizer: face_recognizer.NewFaceRecognition(),
+		DB:             queryDB,
+		RedisClient:    redisClient,
+	}
+}

app/aisvc/rpc/pb/aisvc.pb.go

@@ -0,0 +1,192 @@
+// Code generated by protoc-gen-go. DO NOT EDIT.
+// versions:
+// 	protoc-gen-go v1.35.1
+// 	protoc        v3.19.4
+// source: aisvc.proto
+
+package pb
+
+import (
+	protoreflect "google.golang.org/protobuf/reflect/protoreflect"
+	protoimpl "google.golang.org/protobuf/runtime/protoimpl"
+	reflect "reflect"
+	sync "sync"
+)
+
+const (
+	// Verify that this generated code is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(20 - protoimpl.MinVersion)
+	// Verify that runtime/protoimpl is sufficiently up-to-date.
+	_ = protoimpl.EnforceVersion(protoimpl.MaxVersion - 20)
+)
+
+type FaceRecognitionRequest struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	Face   []byte `protobuf:"bytes,1,opt,name=face,proto3" json:"face,omitempty"`
+	UserId string `protobuf:"bytes,2,opt,name=user_id,json=userId,proto3" json:"user_id,omitempty"`
+}
+
+func (x *FaceRecognitionRequest) Reset() {
+	*x = FaceRecognitionRequest{}
+	mi := &file_aisvc_proto_msgTypes[0]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *FaceRecognitionRequest) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*FaceRecognitionRequest) ProtoMessage() {}
+
+func (x *FaceRecognitionRequest) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[0]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use FaceRecognitionRequest.ProtoReflect.Descriptor instead.
+func (*FaceRecognitionRequest) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{0}
+}
+
+func (x *FaceRecognitionRequest) GetFace() []byte {
+	if x != nil {
+		return x.Face
+	}
+	return nil
+}
+
+func (x *FaceRecognitionRequest) GetUserId() string {
+	if x != nil {
+		return x.UserId
+	}
+	return ""
+}
+
+type FaceRecognitionResponse struct {
+	state         protoimpl.MessageState
+	sizeCache     protoimpl.SizeCache
+	unknownFields protoimpl.UnknownFields
+
+	FaceId int64 `protobuf:"varint,1,opt,name=face_id,json=faceId,proto3" json:"face_id,omitempty"`
+}
+
+func (x *FaceRecognitionResponse) Reset() {
+	*x = FaceRecognitionResponse{}
+	mi := &file_aisvc_proto_msgTypes[1]
+	ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+	ms.StoreMessageInfo(mi)
+}
+
+func (x *FaceRecognitionResponse) String() string {
+	return protoimpl.X.MessageStringOf(x)
+}
+
+func (*FaceRecognitionResponse) ProtoMessage() {}
+
+func (x *FaceRecognitionResponse) ProtoReflect() protoreflect.Message {
+	mi := &file_aisvc_proto_msgTypes[1]
+	if x != nil {
+		ms := protoimpl.X.MessageStateOf(protoimpl.Pointer(x))
+		if ms.LoadMessageInfo() == nil {
+			ms.StoreMessageInfo(mi)
+		}
+		return ms
+	}
+	return mi.MessageOf(x)
+}
+
+// Deprecated: Use FaceRecognitionResponse.ProtoReflect.Descriptor instead.
+func (*FaceRecognitionResponse) Descriptor() ([]byte, []int) {
+	return file_aisvc_proto_rawDescGZIP(), []int{1}
+}
+
+func (x *FaceRecognitionResponse) GetFaceId() int64 {
+	if x != nil {
+		return x.FaceId
+	}
+	return 0
+}
+
+var File_aisvc_proto protoreflect.FileDescriptor
+
+var file_aisvc_proto_rawDesc = []byte{
+	0x0a, 0x0b, 0x61, 0x69, 0x73, 0x76, 0x63, 0x2e, 0x70, 0x72, 0x6f, 0x74, 0x6f, 0x12, 0x02, 0x61,
+	0x69, 0x22, 0x45, 0x0a, 0x16, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69,
+	0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x12, 0x12, 0x0a, 0x04, 0x66,
+	0x61, 0x63, 0x65, 0x18, 0x01, 0x20, 0x01, 0x28, 0x0c, 0x52, 0x04, 0x66, 0x61, 0x63, 0x65, 0x12,
+	0x17, 0x0a, 0x07, 0x75, 0x73, 0x65, 0x72, 0x5f, 0x69, 0x64, 0x18, 0x02, 0x20, 0x01, 0x28, 0x09,
+	0x52, 0x06, 0x75, 0x73, 0x65, 0x72, 0x49, 0x64, 0x22, 0x32, 0x0a, 0x17, 0x46, 0x61, 0x63, 0x65,
+	0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73, 0x70, 0x6f,
+	0x6e, 0x73, 0x65, 0x12, 0x17, 0x0a, 0x07, 0x66, 0x61, 0x63, 0x65, 0x5f, 0x69, 0x64, 0x18, 0x01,
+	0x20, 0x01, 0x28, 0x03, 0x52, 0x06, 0x66, 0x61, 0x63, 0x65, 0x49, 0x64, 0x32, 0x57, 0x0a, 0x09,
+	0x41, 0x69, 0x53, 0x65, 0x72, 0x76, 0x69, 0x63, 0x65, 0x12, 0x4a, 0x0a, 0x0f, 0x46, 0x61, 0x63,
+	0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x12, 0x1a, 0x2e, 0x61,
+	0x69, 0x2e, 0x46, 0x61, 0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f,
+	0x6e, 0x52, 0x65, 0x71, 0x75, 0x65, 0x73, 0x74, 0x1a, 0x1b, 0x2e, 0x61, 0x69, 0x2e, 0x46, 0x61,
+	0x63, 0x65, 0x52, 0x65, 0x63, 0x6f, 0x67, 0x6e, 0x69, 0x74, 0x69, 0x6f, 0x6e, 0x52, 0x65, 0x73,
+	0x70, 0x6f, 0x6e, 0x73, 0x65, 0x42, 0x06, 0x5a, 0x04, 0x2e, 0x2f, 0x70, 0x62, 0x62, 0x06, 0x70,
+	0x72, 0x6f, 0x74, 0x6f, 0x33,
+}
+
+var (
+	file_aisvc_proto_rawDescOnce sync.Once
+	file_aisvc_proto_rawDescData = file_aisvc_proto_rawDesc
+)
+
+func file_aisvc_proto_rawDescGZIP() []byte {
+	file_aisvc_proto_rawDescOnce.Do(func() {
+		file_aisvc_proto_rawDescData = protoimpl.X.CompressGZIP(file_aisvc_proto_rawDescData)
+	})
+	return file_aisvc_proto_rawDescData
+}
+
+var file_aisvc_proto_msgTypes = make([]protoimpl.MessageInfo, 2)
+var file_aisvc_proto_goTypes = []any{
+	(*FaceRecognitionRequest)(nil),  // 0: ai.FaceRecognitionRequest
+	(*FaceRecognitionResponse)(nil), // 1: ai.FaceRecognitionResponse
+}
+var file_aisvc_proto_depIdxs = []int32{
+	0, // 0: ai.AiService.FaceRecognition:input_type -> ai.FaceRecognitionRequest
+	1, // 1: ai.AiService.FaceRecognition:output_type -> ai.FaceRecognitionResponse
+	1, // [1:2] is the sub-list for method output_type
+	0, // [0:1] is the sub-list for method input_type
+	0, // [0:0] is the sub-list for extension type_name
+	0, // [0:0] is the sub-list for extension extendee
+	0, // [0:0] is the sub-list for field type_name
+}
+
+func init() { file_aisvc_proto_init() }
+func file_aisvc_proto_init() {
+	if File_aisvc_proto != nil {
+		return
+	}
+	type x struct{}
+	out := protoimpl.TypeBuilder{
+		File: protoimpl.DescBuilder{
+			GoPackagePath: reflect.TypeOf(x{}).PkgPath(),
+			RawDescriptor: file_aisvc_proto_rawDesc,
+			NumEnums:      0,
+			NumMessages:   2,
+			NumExtensions: 0,
+			NumServices:   1,
+		},
+		GoTypes:           file_aisvc_proto_goTypes,
+		DependencyIndexes: file_aisvc_proto_depIdxs,
+		MessageInfos:      file_aisvc_proto_msgTypes,
+	}.Build()
+	File_aisvc_proto = out.File
+	file_aisvc_proto_rawDesc = nil
+	file_aisvc_proto_goTypes = nil
+	file_aisvc_proto_depIdxs = nil
+}

app/aisvc/rpc/pb/aisvc_grpc.pb.go

@@ -0,0 +1,123 @@
+// Code generated by protoc-gen-go-grpc. DO NOT EDIT.
+// versions:
+// - protoc-gen-go-grpc v1.5.1
+// - protoc             v3.19.4
+// source: aisvc.proto
+
+package pb
+
+import (
+	context "context"
+	grpc "google.golang.org/grpc"
+	codes "google.golang.org/grpc/codes"
+	status "google.golang.org/grpc/status"
+)
+
+// This is a compile-time assertion to ensure that this generated file
+// is compatible with the grpc package it is being compiled against.
+// Requires gRPC-Go v1.64.0 or later.
+const _ = grpc.SupportPackageIsVersion9
+
+const (
+	AiService_FaceRecognition_FullMethodName = "/ai.AiService/FaceRecognition"
+)
+
+// AiServiceClient is the client API for AiService service.
+//
+// For semantics around ctx use and closing/ending streaming RPCs, please refer to https://pkg.go.dev/google.golang.org/grpc/?tab=doc#ClientConn.NewStream.
+type AiServiceClient interface {
+	// FaceRecognition
+	FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error)
+}
+
+type aiServiceClient struct {
+	cc grpc.ClientConnInterface
+}
+
+func NewAiServiceClient(cc grpc.ClientConnInterface) AiServiceClient {
+	return &aiServiceClient{cc}
+}
+
+func (c *aiServiceClient) FaceRecognition(ctx context.Context, in *FaceRecognitionRequest, opts ...grpc.CallOption) (*FaceRecognitionResponse, error) {
+	cOpts := append([]grpc.CallOption{grpc.StaticMethod()}, opts...)
+	out := new(FaceRecognitionResponse)
+	err := c.cc.Invoke(ctx, AiService_FaceRecognition_FullMethodName, in, out, cOpts...)
+	if err != nil {
+		return nil, err
+	}
+	return out, nil
+}
+
+// AiServiceServer is the server API for AiService service.
+// All implementations must embed UnimplementedAiServiceServer
+// for forward compatibility.
+type AiServiceServer interface {
+	// FaceRecognition
+	FaceRecognition(context.Context, *FaceRecognitionRequest) (*FaceRecognitionResponse, error)
+	mustEmbedUnimplementedAiServiceServer()
+}
+
+// UnimplementedAiServiceServer must be embedded to have
+// forward compatible implementations.
+//
+// NOTE: this should be embedded by value instead of pointer to avoid a nil
+// pointer dereference when methods are called.
+type UnimplementedAiServiceServer struct{}
+
+func (UnimplementedAiServiceServer) FaceRecognition(context.Context, *FaceRecognitionRequest) (*FaceRecognitionResponse, error) {
+	return nil, status.Errorf(codes.Unimplemented, "method FaceRecognition not implemented")
+}
+func (UnimplementedAiServiceServer) mustEmbedUnimplementedAiServiceServer() {}
+func (UnimplementedAiServiceServer) testEmbeddedByValue()                   {}
+
+// UnsafeAiServiceServer may be embedded to opt out of forward compatibility for this service.
+// Use of this interface is not recommended, as added methods to AiServiceServer will
+// result in compilation errors.
+type UnsafeAiServiceServer interface {
+	mustEmbedUnimplementedAiServiceServer()
+}
+
+func RegisterAiServiceServer(s grpc.ServiceRegistrar, srv AiServiceServer) {
+	// If the following call pancis, it indicates UnimplementedAiServiceServer was
+	// embedded by pointer and is nil.  This will cause panics if an
+	// unimplemented method is ever invoked, so we test this at initialization
+	// time to prevent it from happening at runtime later due to I/O.
+	if t, ok := srv.(interface{ testEmbeddedByValue() }); ok {
+		t.testEmbeddedByValue()
+	}
+	s.RegisterService(&AiService_ServiceDesc, srv)
+}
+
+func _AiService_FaceRecognition_Handler(srv interface{}, ctx context.Context, dec func(interface{}) error, interceptor grpc.UnaryServerInterceptor) (interface{}, error) {
+	in := new(FaceRecognitionRequest)
+	if err := dec(in); err != nil {
+		return nil, err
+	}
+	if interceptor == nil {
+		return srv.(AiServiceServer).FaceRecognition(ctx, in)
+	}
+	info := &grpc.UnaryServerInfo{
+		Server:     srv,
+		FullMethod: AiService_FaceRecognition_FullMethodName,
+	}
+	handler := func(ctx context.Context, req interface{}) (interface{}, error) {
+		return srv.(AiServiceServer).FaceRecognition(ctx, req.(*FaceRecognitionRequest))
+	}
+	return interceptor(ctx, in, info, handler)
+}
+
+// AiService_ServiceDesc is the grpc.ServiceDesc for AiService service.
+// It's only intended for direct use with grpc.RegisterService,
+// and not to be introspected or modified (even as a copy)
+var AiService_ServiceDesc = grpc.ServiceDesc{
+	ServiceName: "ai.AiService",
+	HandlerType: (*AiServiceServer)(nil),
+	Methods: []grpc.MethodDesc{
+		{
+			MethodName: "FaceRecognition",
+			Handler:    _AiService_FaceRecognition_Handler,
+		},
+	},
+	Streams:  []grpc.StreamDesc{},
+	Metadata: "aisvc.proto",
+}

app/auth/api/etc/auth.yaml

@@ -18,6 +18,12 @@ CpuThreshold: 900
 MaxBytes: 10485760
 # 是否打印详细日志
 Verbose: false
+# RPC 配置
+AiSvcRpc:
+  Etcd:
+    Hosts:
+      - 127.0.0.1:2379
+    Key: aisvc.rpc
 # 日志配置
 Log:
   # 服务名称
@@ -162,3 +168,6 @@ SMS:
     Username: landaiqing
     # 短信宝用户密码
     Password: $LDQ20020618xxx$
+Map:
+  # 高德地图API Key
+  Key: 54823a494909959a9c8cd8af101bbc32

app/auth/api/internal/config/config.go

@@ -1,9 +1,13 @@
 package config
 
-import "github.com/zeromicro/go-zero/rest"
+import (
+	"github.com/zeromicro/go-zero/rest"
+	"github.com/zeromicro/go-zero/zrpc"
+)
 
 type Config struct {
 	rest.RestConf
+	AiSvcRpc zrpc.RpcClientConf
 	Web      struct {
 		URL string
 	}
@@ -67,4 +71,7 @@ type Config struct {
 			Password string
 		}
 	}
+	Map struct {
+		Key string
+	}
 }

app/auth/api/internal/logic/storage/upload_file_logic.go

@@ -2,12 +2,23 @@ package storage
 
 import (
 	"context"
+	"encoding/json"
 	"errors"
+	"fmt"
 	"github.com/zeromicro/go-zero/core/logx"
+	"io"
+	"mime/multipart"
 	"net/http"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/pb"
 	"schisandra-album-cloud-microservices/app/auth/api/internal/svc"
+	"schisandra-album-cloud-microservices/app/auth/api/internal/types"
+	"schisandra-album-cloud-microservices/app/auth/model/mysql/model"
 	"schisandra-album-cloud-microservices/common/encrypt"
+	"schisandra-album-cloud-microservices/common/gao_map"
 	"schisandra-album-cloud-microservices/common/storage/config"
+	"strconv"
+	"strings"
+	"time"
 )
 
 type UploadFileLogic struct {
@@ -25,36 +36,199 @@ func NewUploadFileLogic(ctx context.Context, svcCtx *svc.ServiceContext) *Upload
 }
 
 func (l *UploadFileLogic) UploadFile(r *http.Request) (resp string, err error) {
+	// 获取用户 ID
+	uid, err := l.getUserID()
+	if err != nil {
+		return "", err
+	}
+
+	// 解析上传的文件
+	file, header, err := l.getUploadedFile(r)
+	if err != nil {
+		return "", err
+	}
+	defer func(file multipart.File) {
+		_ = file.Close()
+	}(file)
+
+	// 解析 AI 识别结果
+	result, err := l.parseAIRecognitionResult(r)
+	if err != nil {
+		return "", err
+	}
+	var faceId int64
+	bytes, err := io.ReadAll(file)
+	if err != nil {
+		return "", err
+	}
+	// 人脸识别
+	face, err := l.svcCtx.AiSvcRpc.FaceRecognition(l.ctx, &pb.FaceRecognitionRequest{Face: bytes, UserId: uid})
+	if err != nil {
+		return "", err
+	}
+	if face != nil {
+		faceId = face.GetFaceId()
+	}
+
+	// 解析 EXIF 信息
+	exif, err := l.parseExifData(result.Exif)
+	if err != nil {
+		return "", err
+	}
+
+	// 提取拍摄时间
+	originalDateTime, err := l.extractOriginalDateTime(exif)
+	if err != nil {
+		return "", err
+	}
+
+	// 提取 GPS 信息
+	latitude, longitude := l.extractGPSCoordinates(exif)
+
+	// 根据 GPS 信息获取地理位置信息
+	locationString, gpsString, err := l.getGeoLocation(latitude, longitude)
+	if err != nil {
+		return "", err
+	}
+
+	// 上传文件到 OSS
+	if err = l.uploadFileToOSS(uid, header, file); err != nil {
+		return "", err
+	}
+
+	// 将 EXIF 和文件信息存入数据库
+	if err = l.saveFileInfoToDB(uid, header, result, originalDateTime, gpsString, locationString, exif, faceId); err != nil {
+		return "", err
+	}
+
+	return "success", nil
+}
+
+// 获取用户 ID
+func (l *UploadFileLogic) getUserID() (string, error) {
 	uid, ok := l.ctx.Value("user_id").(string)
 	if !ok {
 		return "", errors.New("user_id not found")
 	}
+	return uid, nil
+}
+
+// 解析上传的文件
+func (l *UploadFileLogic) getUploadedFile(r *http.Request) (multipart.File, *multipart.FileHeader, error) {
 	file, header, err := r.FormFile("file")
 	if err != nil {
-		return "", errors.New("file not found")
+		return nil, nil, errors.New("file not found")
 	}
-	defer file.Close()
+	return file, header, nil
-	//formValue := r.PostFormValue("result")
+}
-	//
+
-	//var result types.File
+// 解析 AI 识别结果
-	//err = json.Unmarshal([]byte(formValue), &result)
+func (l *UploadFileLogic) parseAIRecognitionResult(r *http.Request) (types.File, error) {
-	//if err != nil {
+	formValue := r.PostFormValue("data")
-	//	return "", errors.New("invalid result")
+	var result types.File
-	//}
+	if err := json.Unmarshal([]byte(formValue), &result); err != nil {
-	//fmt.Println(result)
+		return result, errors.New("invalid result")
+	}
+	return result, nil
+}
+
+// 解析 EXIF 数据
+func (l *UploadFileLogic) parseExifData(exifData interface{}) (map[string]interface{}, error) {
+	marshaledExif, err := json.Marshal(exifData)
+	if err != nil {
+		return nil, errors.New("invalid exif")
+	}
+
+	var exif map[string]interface{}
+	if err = json.Unmarshal(marshaledExif, &exif); err != nil {
+		return nil, errors.New("invalid exif")
+	}
+	return exif, nil
+}
+
+// 提取拍摄时间
+func (l *UploadFileLogic) extractOriginalDateTime(exif map[string]interface{}) (string, error) {
+	if dateTimeOriginal, ok := exif["DateTimeOriginal"].(string); ok {
+		parsedTime, err := time.Parse(time.RFC3339, dateTimeOriginal)
+		if err == nil {
+			return parsedTime.Format("2006-01-02 15:04:05"), nil
+		}
+	}
+	return "", nil
+}
+
+// 提取 GPS 信息
+func (l *UploadFileLogic) extractGPSCoordinates(exif map[string]interface{}) (float64, float64) {
+	var latitude, longitude float64
+	if lat, ok := exif["latitude"].(float64); ok {
+		latitude = lat
+	}
+	if long, ok := exif["longitude"].(float64); ok {
+		longitude = long
+	}
+	return latitude, longitude
+}
+
+// 根据 GPS 信息获取地理位置信息
+func (l *UploadFileLogic) getGeoLocation(latitude, longitude float64) (string, string, error) {
+	if latitude == 0 || longitude == 0 {
+		return "", "", nil
+	}
+
+	gpsString := fmt.Sprintf("[%f,%f]", latitude, longitude)
+	request := gao_map.ReGeoRequest{Location: fmt.Sprintf("%f,%f", latitude, longitude)}
+
+	location, err := l.svcCtx.GaoMap.Location.ReGeo(&request)
+	if err != nil {
+		return "", "", errors.New("regeo failed")
+	}
+
+	addressInfo := map[string]string{}
+	if location.ReGeoCode.AddressComponent.Country != "" {
+		addressInfo["county"] = location.ReGeoCode.AddressComponent.Country
+	}
+	if location.ReGeoCode.AddressComponent.Province != "" {
+		addressInfo["province"] = location.ReGeoCode.AddressComponent.Province
+	}
+	if location.ReGeoCode.AddressComponent.City != "" {
+		addressInfo["city"] = location.ReGeoCode.AddressComponent.City.(string)
+	}
+	if location.ReGeoCode.AddressComponent.District != "" {
+		addressInfo["district"] = location.ReGeoCode.AddressComponent.District.(string)
+	}
+	if location.ReGeoCode.AddressComponent.Township != "" {
+		addressInfo["township"] = location.ReGeoCode.AddressComponent.Township
+	}
+
+	locationString := ""
+	if len(addressInfo) > 0 {
+		addressJSON, err := json.Marshal(addressInfo)
+		if err != nil {
+			return "", "", errors.New("marshal address info failed")
+		}
+		locationString = string(addressJSON)
+	}
+
+	return locationString, gpsString, nil
+}
+
+// 上传文件到 OSS
+func (l *UploadFileLogic) uploadFileToOSS(uid string, header *multipart.FileHeader, file multipart.File) error {
 	ossConfig := l.svcCtx.DB.ScaStorageConfig
 	dbConfig, err := ossConfig.Where(ossConfig.UserID.Eq(uid)).First()
 	if err != nil {
-		return "", errors.New("oss config not found")
+		return errors.New("oss config not found")
 	}
+
 	accessKey, err := encrypt.Decrypt(dbConfig.AccessKey, l.svcCtx.Config.Encrypt.Key)
 	if err != nil {
-		return "", errors.New("decrypt access key failed")
+		return errors.New("decrypt access key failed")
 	}
 	secretKey, err := encrypt.Decrypt(dbConfig.SecretKey, l.svcCtx.Config.Encrypt.Key)
 	if err != nil {
-		return "", errors.New("decrypt secret key failed")
+		return errors.New("decrypt secret key failed")
 	}
+
 	storageConfig := &config.StorageConfig{
 		Provider:   dbConfig.Type,
 		Endpoint:   dbConfig.Endpoint,
@@ -63,13 +237,48 @@ func (l *UploadFileLogic) UploadFile(r *http.Request) (resp string, err error) {
 		BucketName: dbConfig.Bucket,
 		Region:     dbConfig.Region,
 	}
+
 	service, err := l.svcCtx.StorageManager.GetStorage(uid, storageConfig)
 	if err != nil {
-		return "", errors.New("get storage failed")
+		return errors.New("get storage failed")
 	}
-	result, err := service.UploadFileSimple(l.ctx, dbConfig.Bucket, header.Filename, file, map[string]string{})
+
+	_, err = service.UploadFileSimple(l.ctx, dbConfig.Bucket, header.Filename, file, map[string]string{})
 	if err != nil {
-		return "", errors.New("upload file failed")
+		return errors.New("upload file failed")
 	}
-	return *result.ContentMD5, nil
+	return nil
+}
+
+// 将 EXIF 和文件信息存入数据库
+func (l *UploadFileLogic) saveFileInfoToDB(uid string, header *multipart.FileHeader, result types.File, originalDateTime, gpsString, locationString string, exif map[string]interface{}, faceId int64) error {
+	exifJSON, err := json.Marshal(exif)
+	if err != nil {
+		return errors.New("marshal exif failed")
+	}
+
+	scaStorageInfo := &model.ScaStorageInfo{
+		UserID:       uid,
+		Provider:     result.FileType,
+		Bucket:       result.TopCategory,
+		FileName:     header.Filename,
+		FileSize:     strconv.FormatInt(header.Size, 10),
+		FileType:     result.FileType,
+		Landscape:    result.Landscape,
+		Objects:      strings.Join(result.ObjectArray, ", "),
+		Anime:        strconv.FormatBool(result.IsAnime),
+		Category:     result.TopCategory,
+		Screenshot:   strconv.FormatBool(result.IsScreenshot),
+		OriginalTime: originalDateTime,
+		Gps:          gpsString,
+		Location:     locationString,
+		Exif:         string(exifJSON),
+		FaceID:       faceId,
+	}
+
+	err = l.svcCtx.DB.ScaStorageInfo.Create(scaStorageInfo)
+	if err != nil {
+		return errors.New("create storage info failed")
+	}
+	return nil
 }

app/auth/api/internal/logic/token/refresh_token_logic.go

@@ -73,7 +73,7 @@ func (l *RefreshTokenLogic) RefreshToken(r *http.Request) (resp *types.RefreshTo
 		GeneratedIP:  redisTokenData.GeneratedIP,
 		UpdatedAt:    time.Now().Format(constant.TimeFormat),
 	}
-	err = l.svcCtx.RedisClient.Set(l.ctx, constant.UserTokenPrefix+refreshToken.UserID, redisToken, time.Hour*24*7).Err()
+	err = l.svcCtx.RedisClient.Set(l.ctx, constant.UserTokenPrefix+refreshToken.UserID, redisToken, time.Hour*24*3).Err()
 	if err != nil {
 		return nil, err
 	}

app/auth/api/internal/svc/service_context.go

@@ -8,8 +8,10 @@ import (
 	"github.com/wenlng/go-captcha/v2/rotate"
 	"github.com/wenlng/go-captcha/v2/slide"
 	"github.com/zeromicro/go-zero/rest"
+	"github.com/zeromicro/go-zero/zrpc"
 	sensitive "github.com/zmexing/go-sensitive-word"
 	"go.mongodb.org/mongo-driver/v2/mongo"
+	"schisandra-album-cloud-microservices/app/aisvc/rpc/client/aiservice"
 	"schisandra-album-cloud-microservices/app/auth/api/internal/config"
 	"schisandra-album-cloud-microservices/app/auth/api/internal/middleware"
 	"schisandra-album-cloud-microservices/app/auth/model/mongodb"
@@ -17,16 +19,18 @@ import (
 	"schisandra-album-cloud-microservices/app/auth/model/mysql/query"
 	"schisandra-album-cloud-microservices/common/captcha/initialize"
 	"schisandra-album-cloud-microservices/common/casbinx"
+	"schisandra-album-cloud-microservices/common/gao_map"
 	"schisandra-album-cloud-microservices/common/ip2region"
 	"schisandra-album-cloud-microservices/common/redisx"
 	"schisandra-album-cloud-microservices/common/sensitivex"
 	"schisandra-album-cloud-microservices/common/storage"
-	storage2 "schisandra-album-cloud-microservices/common/storage/manager"
+	"schisandra-album-cloud-microservices/common/storage/manager"
 	"schisandra-album-cloud-microservices/common/wechat_official"
 )
 
 type ServiceContext struct {
 	Config                    config.Config
+	AiSvcRpc                  aiservice.AiService
 	SecurityHeadersMiddleware rest.Middleware
 	CasbinVerifyMiddleware    rest.Middleware
 	AuthorizationMiddleware   rest.Middleware
@@ -40,7 +44,8 @@ type ServiceContext struct {
 	RotateCaptcha             rotate.Captcha
 	SlideCaptcha              slide.Captcha
 	Sensitive                 *sensitive.Manager
-	StorageManager            *storage2.Manager
+	StorageManager            *manager.Manager
+	GaoMap                    *gao_map.AmapClient
 }
 
 func NewServiceContext(c config.Config) *ServiceContext {
@@ -63,5 +68,7 @@ func NewServiceContext(c config.Config) *ServiceContext {
 		MongoClient:               mongodb.NewMongoDB(c.Mongo.Uri, c.Mongo.Username, c.Mongo.Password, c.Mongo.AuthSource, c.Mongo.Database),
 		Sensitive:                 sensitivex.NewSensitive(),
 		StorageManager:            storage.InitStorageManager(),
+		GaoMap:                    gao_map.NewAmapClient(c.Map.Key, ""),
+		AiSvcRpc:                  aiservice.NewAiService(zrpc.MustNewClient(c.AiSvcRpc)),
 	}
 }

app/auth/api/internal/types/file.go

@@ -2,13 +2,11 @@ package types
 
 // File represents a file uploaded by the user.
 type File struct {
-	UID             string `json:"uid"`
-	FileName        string `json:"fileName"`
 	FileType     string   `json:"fileType"`
-	DetectionResult struct {
 	IsAnime      bool     `json:"isAnime"`
-		HasFace     bool     `json:"hasFace"`
 	ObjectArray  []string `json:"objectArray"`
 	Landscape    string   `json:"landscape"`
-	}
+	TopCategory  string   `json:"topCategory"`
+	IsScreenshot bool     `json:"isScreenshot"`
+	Exif         any      `json:"exif"`
 }

app/auth/model/mysql/generate/generate.go

@@ -99,9 +99,41 @@ func main() {
 	fieldOpts := []gen.ModelOpt{jsonField, idField, autoUpdateTimeField, autoCreateTimeField, softDeleteField, versionField}
 
 	// 创建全部模型文件, 并覆盖前面创建的同名模型
-	allModel := g.GenerateAllTable(fieldOpts...)
+	scaAuthMenu := g.GenerateModel("sca_auth_menu", fieldOpts...)
+	scaAuthPermissionRule := g.GenerateModel("sca_auth_permission_rule", fieldOpts...)
+	scaAuthRole := g.GenerateModel("sca_auth_role", fieldOpts...)
+	scaAuthUser := g.GenerateModel("sca_auth_user", fieldOpts...)
+	scaAuthUserDevice := g.GenerateModel("sca_auth_user_device", fieldOpts...)
+	scaAuthUserSocial := g.GenerateModel("sca_auth_user_social", fieldOpts...)
+	scaCommentReply := g.GenerateModel("sca_comment_reply", fieldOpts...)
+	scaCommentLikes := g.GenerateModel("sca_comment_likes", fieldOpts...)
+	scaMessageReport := g.GenerateModel("sca_message_report", fieldOpts...)
+	scaStorageConfig := g.GenerateModel("sca_storage_config", fieldOpts...)
+	scaStorageInfo := g.GenerateModel("sca_storage_info", fieldOpts...)
+	scaStorageTag := g.GenerateModel("sca_storage_tag", fieldOpts...)
+	scaStorageTagInfo := g.GenerateModel("sca_storage_tag_info", fieldOpts...)
+	scaUserFollows := g.GenerateModel("sca_user_follows", fieldOpts...)
+	scaUserLevel := g.GenerateModel("sca_user_level", fieldOpts...)
+	scaUserMessage := g.GenerateModel("sca_user_message", fieldOpts...)
 
-	g.ApplyBasic(allModel...)
+	g.ApplyBasic(
+		scaAuthMenu,
+		scaAuthPermissionRule,
+		scaAuthRole,
+		scaAuthUser,
+		scaAuthUserDevice,
+		scaAuthUserSocial,
+		scaCommentReply,
+		scaCommentLikes,
+		scaMessageReport,
+		scaStorageConfig,
+		scaStorageInfo,
+		scaStorageTag,
+		scaStorageTagInfo,
+		scaUserFollows,
+		scaUserLevel,
+		scaUserMessage,
+	)
 
 	g.Execute()
 }

app/auth/model/mysql/model/sca_storage_info.gen.go

@@ -16,19 +16,24 @@ const TableNameScaStorageInfo = "sca_storage_info"
 type ScaStorageInfo struct {
 	ID           int64          `gorm:"column:id;type:bigint(20);primaryKey;autoIncrement:true;comment:主键;primary_key" json:"id,string"` // 主键
 	UserID       string         `gorm:"column:user_id;type:varchar(50);not null;comment:用户ID" json:"user_id"`                            // 用户ID
-	Storage   string         `gorm:"column:storage;type:varchar(50);comment:存储空间" json:"storage"`                                     // 存储空间
+	Provider     string         `gorm:"column:provider;type:varchar(50);comment:供应商" json:"provider"`                                    // 供应商
 	Bucket       string         `gorm:"column:bucket;type:varchar(50);comment:存储桶" json:"bucket"`                                        // 存储桶
-	Type      string         `gorm:"column:type;type:varchar(50);comment:类型" json:"type"`                                             // 类型
 	Path         string         `gorm:"column:path;type:varchar(255);comment:路径" json:"path"`                                            // 路径
-	FileName  string         `gorm:"column:file_name;type:varchar(100);comment:名称" json:"file_name"`                                  // 名称
+	FileName     string         `gorm:"column:file_name;type:varchar(100);comment:文件名称" json:"file_name"`                                // 文件名称
+	FileSize     string         `gorm:"column:file_size;type:varchar(50);comment:文件大小" json:"file_size"`                                 // 文件大小
+	FileType     string         `gorm:"column:file_type;type:varchar(50);comment:文件类型" json:"file_type"`                                 // 文件类型
 	Category     string         `gorm:"column:category;type:varchar(50);comment:分类" json:"category"`                                     // 分类
-	Loaction  string         `gorm:"column:loaction;type:varchar(100);comment:地址" json:"loaction"`                                    // 地址
+	Tags         string         `gorm:"column:tags;type:varchar(255);comment:标签" json:"tags"`                                            // 标签
+	Location     string         `gorm:"column:location;type:varchar(100);comment:地址" json:"location"`                                    // 地址
 	Hash         string         `gorm:"column:hash;type:varchar(255);comment:哈希值" json:"hash"`                                           // 哈希值
 	Anime        string         `gorm:"column:anime;type:varchar(50);comment:是否是动漫图片" json:"anime"`                                      // 是否是动漫图片
-	HasFace   string         `gorm:"column:has_face;type:varchar(50);comment:是否人像" json:"has_face"`                                   // 是否人像
 	FaceID       int64          `gorm:"column:face_id;type:bigint(20);comment:人像ID" json:"face_id"`                                      // 人像ID
 	Landscape    string         `gorm:"column:landscape;type:varchar(50);comment:风景类型" json:"landscape"`                                 // 风景类型
 	Objects      string         `gorm:"column:objects;type:varchar(50);comment:对象识别" json:"objects"`                                     // 对象识别
+	OriginalTime string         `gorm:"column:original_time;type:varchar(50);comment:拍摄时间" json:"original_time"`                         // 拍摄时间
+	Gps          string         `gorm:"column:gps;type:varchar(255);comment:GPS" json:"gps"`                                             // GPS
+	Screenshot   string         `gorm:"column:screenshot;type:varchar(50);comment:是否是截图" json:"screenshot"`                              // 是否是截图
+	Exif         string         `gorm:"column:exif;type:json;comment:exif 信息" json:"exif"`                                               // exif 信息
 	CreatedAt    time.Time      `gorm:"column:created_at;type:timestamp;autoCreateTime;comment:创建时间" json:"created_at"`                  // 创建时间
 	UpdatedAt    time.Time      `gorm:"column:updated_at;type:timestamp;autoUpdateTime;comment:更新时间" json:"updated_at"`                  // 更新时间
 	DeletedAt    gorm.DeletedAt `gorm:"column:deleted_at;type:timestamp;comment:删除时间" json:"deleted_at"`                                 // 删除时间

app/auth/model/mysql/query/sca_storage_info.gen.go

@@ -29,19 +29,24 @@ func newScaStorageInfo(db *gorm.DB, opts ...gen.DOOption) scaStorageInfo {
 	_scaStorageInfo.ALL = field.NewAsterisk(tableName)
 	_scaStorageInfo.ID = field.NewInt64(tableName, "id")
 	_scaStorageInfo.UserID = field.NewString(tableName, "user_id")
-	_scaStorageInfo.Storage = field.NewString(tableName, "storage")
+	_scaStorageInfo.Provider = field.NewString(tableName, "provider")
 	_scaStorageInfo.Bucket = field.NewString(tableName, "bucket")
-	_scaStorageInfo.Type = field.NewString(tableName, "type")
 	_scaStorageInfo.Path = field.NewString(tableName, "path")
 	_scaStorageInfo.FileName = field.NewString(tableName, "file_name")
+	_scaStorageInfo.FileSize = field.NewString(tableName, "file_size")
+	_scaStorageInfo.FileType = field.NewString(tableName, "file_type")
 	_scaStorageInfo.Category = field.NewString(tableName, "category")
-	_scaStorageInfo.Loaction = field.NewString(tableName, "loaction")
+	_scaStorageInfo.Tags = field.NewString(tableName, "tags")
+	_scaStorageInfo.Location = field.NewString(tableName, "location")
 	_scaStorageInfo.Hash = field.NewString(tableName, "hash")
 	_scaStorageInfo.Anime = field.NewString(tableName, "anime")
-	_scaStorageInfo.HasFace = field.NewString(tableName, "has_face")
 	_scaStorageInfo.FaceID = field.NewInt64(tableName, "face_id")
 	_scaStorageInfo.Landscape = field.NewString(tableName, "landscape")
 	_scaStorageInfo.Objects = field.NewString(tableName, "objects")
+	_scaStorageInfo.OriginalTime = field.NewString(tableName, "original_time")
+	_scaStorageInfo.Gps = field.NewString(tableName, "gps")
+	_scaStorageInfo.Screenshot = field.NewString(tableName, "screenshot")
+	_scaStorageInfo.Exif = field.NewString(tableName, "exif")
 	_scaStorageInfo.CreatedAt = field.NewTime(tableName, "created_at")
 	_scaStorageInfo.UpdatedAt = field.NewTime(tableName, "updated_at")
 	_scaStorageInfo.DeletedAt = field.NewField(tableName, "deleted_at")
@@ -57,19 +62,24 @@ type scaStorageInfo struct {
 	ALL          field.Asterisk
 	ID           field.Int64  // 主键
 	UserID       field.String // 用户ID
-	Storage   field.String // 存储空间
+	Provider     field.String // 供应商
 	Bucket       field.String // 存储桶
-	Type      field.String // 类型
 	Path         field.String // 路径
-	FileName  field.String // 名称
+	FileName     field.String // 文件名称
+	FileSize     field.String // 文件大小
+	FileType     field.String // 文件类型
 	Category     field.String // 分类
-	Loaction  field.String // 地址
+	Tags         field.String // 标签
+	Location     field.String // 地址
 	Hash         field.String // 哈希值
 	Anime        field.String // 是否是动漫图片
-	HasFace   field.String // 是否人像
 	FaceID       field.Int64  // 人像ID
 	Landscape    field.String // 风景类型
 	Objects      field.String // 对象识别
+	OriginalTime field.String // 拍摄时间
+	Gps          field.String // GPS
+	Screenshot   field.String // 是否是截图
+	Exif         field.String // exif 信息
 	CreatedAt    field.Time   // 创建时间
 	UpdatedAt    field.Time   // 更新时间
 	DeletedAt    field.Field  // 删除时间
@@ -91,19 +101,24 @@ func (s *scaStorageInfo) updateTableName(table string) *scaStorageInfo {
 	s.ALL = field.NewAsterisk(table)
 	s.ID = field.NewInt64(table, "id")
 	s.UserID = field.NewString(table, "user_id")
-	s.Storage = field.NewString(table, "storage")
+	s.Provider = field.NewString(table, "provider")
 	s.Bucket = field.NewString(table, "bucket")
-	s.Type = field.NewString(table, "type")
 	s.Path = field.NewString(table, "path")
 	s.FileName = field.NewString(table, "file_name")
+	s.FileSize = field.NewString(table, "file_size")
+	s.FileType = field.NewString(table, "file_type")
 	s.Category = field.NewString(table, "category")
-	s.Loaction = field.NewString(table, "loaction")
+	s.Tags = field.NewString(table, "tags")
+	s.Location = field.NewString(table, "location")
 	s.Hash = field.NewString(table, "hash")
 	s.Anime = field.NewString(table, "anime")
-	s.HasFace = field.NewString(table, "has_face")
 	s.FaceID = field.NewInt64(table, "face_id")
 	s.Landscape = field.NewString(table, "landscape")
 	s.Objects = field.NewString(table, "objects")
+	s.OriginalTime = field.NewString(table, "original_time")
+	s.Gps = field.NewString(table, "gps")
+	s.Screenshot = field.NewString(table, "screenshot")
+	s.Exif = field.NewString(table, "exif")
 	s.CreatedAt = field.NewTime(table, "created_at")
 	s.UpdatedAt = field.NewTime(table, "updated_at")
 	s.DeletedAt = field.NewField(table, "deleted_at")
@@ -123,22 +138,27 @@ func (s *scaStorageInfo) GetFieldByName(fieldName string) (field.OrderExpr, bool
 }
 
 func (s *scaStorageInfo) fillFieldMap() {
-	s.fieldMap = make(map[string]field.Expr, 18)
+	s.fieldMap = make(map[string]field.Expr, 23)
 	s.fieldMap["id"] = s.ID
 	s.fieldMap["user_id"] = s.UserID
-	s.fieldMap["storage"] = s.Storage
+	s.fieldMap["provider"] = s.Provider
 	s.fieldMap["bucket"] = s.Bucket
-	s.fieldMap["type"] = s.Type
 	s.fieldMap["path"] = s.Path
 	s.fieldMap["file_name"] = s.FileName
+	s.fieldMap["file_size"] = s.FileSize
+	s.fieldMap["file_type"] = s.FileType
 	s.fieldMap["category"] = s.Category
-	s.fieldMap["loaction"] = s.Loaction
+	s.fieldMap["tags"] = s.Tags
+	s.fieldMap["location"] = s.Location
 	s.fieldMap["hash"] = s.Hash
 	s.fieldMap["anime"] = s.Anime
-	s.fieldMap["has_face"] = s.HasFace
 	s.fieldMap["face_id"] = s.FaceID
 	s.fieldMap["landscape"] = s.Landscape
 	s.fieldMap["objects"] = s.Objects
+	s.fieldMap["original_time"] = s.OriginalTime
+	s.fieldMap["gps"] = s.Gps
+	s.fieldMap["screenshot"] = s.Screenshot
+	s.fieldMap["exif"] = s.Exif
 	s.fieldMap["created_at"] = s.CreatedAt
 	s.fieldMap["updated_at"] = s.UpdatedAt
 	s.fieldMap["deleted_at"] = s.DeletedAt

common/constant/face_type.go

@@ -0,0 +1,5 @@
+package constant
+
+const (
+	FaceTypeSample = "sample"
+)

common/constant/redis_prefix.go

@@ -13,3 +13,7 @@ const (
 const (
 	SystemApiNoncePrefix = "system:nonce:"
 )
+
+const (
+	FaceSamplePrefix = "face:sample:"
+)

common/face_recognizer/face_recognizer.go

@@ -0,0 +1,24 @@
+package face_recognizer
+
+import (
+	"github.com/Kagami/go-face"
+	"os"
+	"path/filepath"
+)
+
+// NewFaceRecognition creates a new instance of FaceRecognition
+func NewFaceRecognition() *face.Recognizer {
+	dir, err := os.Getwd()
+	if err != nil {
+		panic(err)
+		return nil
+	}
+	modelDir := filepath.Join(dir, "/resources/models/face")
+	rec, err := face.NewRecognizer(modelDir)
+	if err != nil {
+		panic(err)
+		return nil
+	}
+	//defer rec.Close()
+	return rec
+}

common/gao_map/amap.go

@@ -0,0 +1,84 @@
+package gao_map
+
+import (
+	"errors"
+	"github.com/duke-git/lancet/v2/cryptor"
+	"github.com/duke-git/lancet/v2/maputil"
+	"github.com/duke-git/lancet/v2/netutil"
+	"github.com/duke-git/lancet/v2/slice"
+	"net/http"
+	"net/url"
+	"strings"
+)
+
+type AmapClient struct {
+	key       string
+	secret    string
+	Location  *Location
+	Direction *Direction
+	Place     *Place
+	Weather   *Weather
+}
+
+func NewAmapClient(key, secret string) *AmapClient {
+	amap := &AmapClient{key: key, secret: secret}
+	amap.Location = &Location{client: amap}
+	amap.Direction = &Direction{client: amap}
+	amap.Place = &Place{client: amap}
+	amap.Weather = &Weather{client: amap}
+
+	return amap
+}
+
+func (a *AmapClient) DoRequest(url, method string, params url.Values) (resp *http.Response, err error) {
+	params.Set("key", a.key)
+	if a.secret != "" {
+		params.Set("sig", makeSign(a, &params))
+	}
+
+	switch strings.ToUpper(method) {
+	case "GET":
+		resp, err = netutil.HttpGet(url, map[string]string{}, params)
+	case "POST":
+		resp, err = netutil.HttpPost(url, map[string]string{}, params)
+	default:
+		err = errors.New("unknown request method")
+	}
+
+	if err != nil {
+		return nil, err
+	}
+
+	if resp.StatusCode != 200 {
+		return nil, errors.New("amap request error: " + resp.Status)
+	}
+
+	return
+}
+
+type Response struct {
+	Status   string `json:"status"`
+	Info     string `json:"info"`
+	Infocode string `json:"Infocode"`
+}
+
+func makeSign(client *AmapClient, values *url.Values) string {
+	keys := maputil.Keys(*values)
+	slice.SortBy(keys, func(a, b string) bool {
+		return a < b
+	})
+
+	data := slice.Map(keys, func(index int, item string) string {
+		return item + "=" + values.Get(item)
+	})
+	str := slice.Join(data, "&") + client.secret
+	return cryptor.Md5String(str)
+}
+
+func checkResponse(response Response) error {
+	if response.Status != "1" || response.Infocode != "10000" {
+		return errors.New("amap response error: " + response.Info)
+	}
+
+	return nil
+}

common/gao_map/beans.go

@@ -0,0 +1,105 @@
+package gao_map
+
+type WeatherResponse struct {
+	Response
+
+	Lives []struct {
+		Adcode           string `json:"adcode"`
+		City             string `json:"city"`
+		Province         string `json:"province"`
+		Weather          string `json:"weather"`
+		Temperature      string `json:"temperature"`
+		WindDirection    string `json:"winddirection"`
+		WindPower        string `json:"windpower"`
+		Humidity         string `json:"humidity"`
+		ReportTime       string `json:"reporttime"`
+		TemperatureFloat string `json:"temperature_float"`
+		HumidityFloat    string `json:"humidity_float"`
+	} `json:"lives"`
+	Forecast []struct {
+		City       string `json:"city"`
+		Adcode     string `json:"adcode"`
+		Province   string `json:"province"`
+		ReportTime string `json:"reporttime"`
+		Casts      []struct {
+			Date         string `json:"date"`
+			Week         string `json:"week"`
+			DayWeather   string `json:"dayweather"`
+			NightWeather string `json:"nightweather"`
+			DayTemp      string `json:"daytemp"`
+			NightTemp    string `json:"nighttemp"`
+			DayWind      string `json:"daywind"`
+			NightWind    string `json:"nightwind"`
+			DayPower     string `json:"daypower"`
+			NightPower   string `json:"nightpower"`
+		} `json:"casts"`
+	} `json:"forecast"`
+}
+
+type IpResponse struct {
+	Response
+	Province  string `json:"province"`
+	City      any    `json:"city"`
+	Adcode    string `json:"adcode"`
+	Rectangle string `json:"rectangle"`
+}
+
+type District struct {
+	Citycode  any         `json:"citycode"`
+	Adcode    string      `json:"adcode"`
+	Name      string      `json:"name"`
+	Center    string      `json:"center"`
+	Level     string      `json:"level"`
+	Districts []*District `json:"districts"`
+}
+
+type AllDistrictResponse struct {
+	Response
+
+	Count     int `json:"count,string"`
+	Districts []*District
+}
+
+type Geo struct {
+	FormattedAddress string `json:"formatted_address"`
+	Country          string `json:"country"`
+	Province         string `json:"province"`
+	Citycode         string `json:"citycode"`
+	City             any    `json:"city"`
+	Adcode           string `json:"adcode"`
+	Location         string `json:"location"`
+	Level            string `json:"level"`
+}
+
+type GeoResponse struct {
+	Response
+
+	Count    string `json:"count"`
+	GeoCodes []Geo  `json:"geocodes"`
+}
+
+type ReGeoResponse struct {
+	Response
+
+	ReGeoCode struct {
+		FormattedAddress string `json:"formatted_address"`
+		AddressComponent struct {
+			City     any    `json:"city"`
+			Country  string `json:"country"`
+			Province string `json:"province"`
+			Citycode string `json:"citycode"`
+			District any    `json:"district"`
+			Adcode   string `json:"adcode"`
+			Township string `json:"township"`
+			Towncode string `json:"towncode"`
+		} `json:"addressComponent"`
+	} `json:"regeocode"`
+}
+
+type ReGeoRequest struct {
+	Location string
+	//PoiType    string
+	Radius int
+	//Extensions string
+	//RoadLevel  int
+}

common/gao_map/direction.go

@@ -0,0 +1,117 @@
+package gao_map
+
+import (
+	"github.com/duke-git/lancet/v2/convertor"
+	"github.com/duke-git/lancet/v2/netutil"
+	"github.com/duke-git/lancet/v2/strutil"
+	"net/url"
+	"strings"
+)
+
+const drivingUrl = "https://restapi.amap.com/v5/direction/driving" //驾车
+
+type Direction struct {
+	client *AmapClient
+}
+
+type DrivingRequest struct {
+	Origin      string
+	Destination string
+	Strategy    int
+	Waypoints   []string
+	ShowFields  string
+}
+
+type BicyclingRequest struct {
+	Origin      string
+	Destination string
+	ShowFields  string
+}
+
+type Route struct {
+	Origin      string `json:"origin"`
+	Destination string `json:"destination"`
+	Paths       []struct {
+		Distance float64 `json:"distance,string"`
+
+		Steps []struct {
+			Cost struct {
+				Duration      float64 `json:"duration,string"`
+				Tolls         float64 `json:"tolls,string"`
+				TollsDistance float64 `json:"tolls_distance,string"`
+			} `json:"cost"`
+			Cities []struct {
+				Adcode   string `json:"adcode"`
+				Citycode string `json:"citycode"`
+				City     string `json:"city"`
+			} `json:"cities"`
+			Polyline string `json:"polyline"`
+		} `json:"steps"`
+	} `json:"paths"`
+}
+
+type DrivingResponse struct {
+	Response
+
+	Count int   `json:"count,string"`
+	Route Route `json:"route"`
+}
+
+type BicyclingResponse struct {
+	Response
+
+	Count int   `json:"count,string"`
+	Route Route `json:"route"`
+}
+
+func (d *Direction) Bicycling(request *BicyclingRequest) (*BicyclingResponse, error) {
+	val := url.Values{}
+	val.Set("origin", request.Origin)
+	val.Set("destination", request.Destination)
+	if !strutil.IsBlank(request.ShowFields) {
+		val.Set("show_fields", request.ShowFields)
+	}
+
+	resp, err := d.client.DoRequest(drivingUrl, "POST", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data BicyclingResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, err
+}
+
+func (d *Direction) Driving(request *DrivingRequest) (*DrivingResponse, error) {
+	val := url.Values{}
+	val.Set("origin", request.Origin)
+	val.Set("destination", request.Destination)
+	val.Set("strategy", convertor.ToString(request.Strategy))
+	if len(request.Waypoints) > 0 {
+		val.Set("waypoints", strings.Join(request.Waypoints, ";"))
+	}
+	if !strutil.IsBlank(request.ShowFields) {
+		val.Set("show_fields", request.ShowFields)
+	}
+
+	resp, err := d.client.DoRequest(drivingUrl, "POST", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data DrivingResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, err
+}

common/gao_map/location.go

@@ -0,0 +1,109 @@
+package gao_map
+
+import (
+	"errors"
+	"github.com/duke-git/lancet/v2/condition"
+	"github.com/duke-git/lancet/v2/convertor"
+	"github.com/duke-git/lancet/v2/netutil"
+	"github.com/duke-git/lancet/v2/validator"
+	"net/url"
+)
+
+const (
+	ipUrl    = "https://restapi.amap.com/v3/ip"
+	geoUrl   = "https://restapi.amap.com/v3/geocode/geo"
+	regeoUrl = "https://restapi.amap.com/v3/geocode/regeo"
+	zoneUrl  = "https://restapi.amap.com/v3/config/district"
+)
+
+type Location struct {
+	client *AmapClient
+}
+
+func (l *Location) ChinaDistricts() ([]*District, error) {
+	val := url.Values{}
+	val.Set("keywords", "中国")
+	val.Set("subdistrict", "3")
+
+	resp, err := l.client.DoRequest(zoneUrl, "GET", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data AllDistrictResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	} else if data.Count <= 0 {
+		return nil, errors.New("no record")
+	}
+
+	return data.Districts[0].Districts, err
+}
+
+func (l *Location) IpLocation(ip string) (*IpResponse, error) {
+	val := url.Values{}
+	val.Set("ip", ip)
+
+	resp, err := l.client.DoRequest(ipUrl, "GET", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data IpResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, nil
+}
+
+func (l *Location) ReGeo(request *ReGeoRequest) (*ReGeoResponse, error) {
+	if validator.IsEmptyString(request.Location) {
+		return nil, errors.New("location can't empty")
+	}
+
+	val := url.Values{}
+	val.Set("location", request.Location)
+	//if request.PoiType != "" {
+	//	val.Set("poitype", request.PoiType)
+	//}
+	//val.Set("extensions", condition.Ternary(request.Extensions == "", "base", request.Extensions))
+	val.Set("radius", convertor.ToString(condition.Ternary(request.Radius == 0, 1000, request.Radius)))
+	//val.Set("roadlevel", convertor.ToString(request.RoadLevel))
+
+	resp, err := l.client.DoRequest(regeoUrl, "GET", val)
+	var data ReGeoResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, nil
+}
+
+func (l *Location) Geo(address, city string) (*GeoResponse, error) {
+	val := url.Values{}
+	val.Set("address", address)
+	if city != "" {
+		val.Set("city", city)
+	}
+
+	resp, err := l.client.DoRequest(geoUrl, "GET", val)
+	var data GeoResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, nil
+}

common/gao_map/location_test.go

@@ -0,0 +1,50 @@
+package gao_map
+
+import (
+	"fmt"
+	"testing"
+)
+
+const key = ""
+const secret = ""
+
+func TestDistricts(t *testing.T) {
+	client := NewAmapClient(key, secret)
+	resp, err := client.Location.ChinaDistricts()
+	if err != nil {
+		t.Fatal(err)
+	}
+
+	fmt.Println(resp)
+}
+
+func TestIp(t *testing.T) {
+	client := NewAmapClient(key, secret)
+	resp, err := client.Location.IpLocation("121.224.33.99")
+
+	if err != nil {
+		t.Fatal(err)
+	}
+	fmt.Println(*resp)
+}
+
+func TestGeo(t *testing.T) {
+	client := NewAmapClient(key, secret)
+	resp, err := client.Location.Geo("乐东公园一品墅", "")
+
+	if err != nil {
+		t.Fatal(err)
+	}
+	fmt.Println(*resp)
+}
+
+func TestReGeo(t *testing.T) {
+	client := NewAmapClient(key, secret)
+	request := ReGeoRequest{Location: "118.567824,29.306175"}
+	resp, err := client.Location.ReGeo(&request)
+
+	if err != nil {
+		t.Fatal(err)
+	}
+	fmt.Println(*resp)
+}

common/gao_map/place.go

@@ -0,0 +1,82 @@
+package gao_map
+
+import (
+	"github.com/duke-git/lancet/v2/condition"
+	"github.com/duke-git/lancet/v2/convertor"
+	"github.com/duke-git/lancet/v2/netutil"
+	"github.com/duke-git/lancet/v2/strutil"
+	"net/url"
+)
+
+const placeUrl = "https://restapi.amap.com/v5/place/text" //驾车
+
+type Place struct {
+	client *AmapClient
+}
+
+type PlaceRequest struct {
+	Keywords   string
+	Types      string
+	Region     string
+	CityLimit  bool
+	PageSize   int
+	PageNum    int
+	ShowFields string
+}
+
+type PlaceResponse struct {
+	Response
+
+	Count int `json:"count,string"`
+	Pois  []struct {
+		Address  string `json:"address"`
+		Adcode   string `json:"adcode"`
+		Type     string `json:"type"`
+		Typecode string `json:"typecode"`
+		CityCode string `json:"citycode"`
+		Name     string `json:"name"`
+		Location string `json:"location"`
+		Id       string `json:"id"`
+		Business struct {
+			Tel           string `json:"tel"`
+			Cost          string `json:"cost"`
+			Tag           string `json:"tag"`
+			OpentimeToday string `json:"opentime_today"`
+			OpentimeWeek  string `json:"opentime_week"`
+		} `json:"business"`
+		Photos []struct {
+			Title string `json:"title"`
+			Url   string `json:"url"`
+		} `json:"photos"`
+	} `json:"pois"`
+}
+
+func (d *Place) Search(request *PlaceRequest) (*PlaceResponse, error) {
+	val := url.Values{}
+	val.Set("keywords", request.Keywords)
+	val.Set("types", request.Types)
+	if !strutil.IsBlank(request.Region) {
+		val.Set("region", request.Region)
+	}
+	val.Set("city_limit", condition.TernaryOperator(request.CityLimit, "1", "0"))
+	val.Set("page_size", convertor.ToString(condition.TernaryOperator(request.PageSize > 0, request.PageSize, 25)))
+	val.Set("page_num", convertor.ToString(condition.TernaryOperator(request.PageNum > 0, request.PageNum, 1)))
+	if !strutil.IsBlank(request.ShowFields) {
+		val.Set("show_fields", request.ShowFields)
+	}
+
+	resp, err := d.client.DoRequest(placeUrl, "GET", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data PlaceResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, err
+}

common/gao_map/weather.go

@@ -0,0 +1,32 @@
+package gao_map
+
+import (
+	"github.com/duke-git/lancet/v2/netutil"
+	"net/url"
+)
+
+const weatherInfoUrl = "https://restapi.amap.com/v3/weather/weatherInfo"
+
+type Weather struct {
+	client *AmapClient
+}
+
+func (w *Weather) Info(adcode, extensions string) (*WeatherResponse, error) {
+	val := url.Values{}
+	val.Set("city", adcode)
+
+	resp, err := w.client.DoRequest(weatherInfoUrl, "GET", val)
+	if err != nil {
+		return nil, err
+	}
+
+	var data WeatherResponse
+
+	if err = netutil.ParseHttpResponse(resp, &data); err != nil {
+		return nil, err
+	} else if err = checkResponse(data.Response); err != nil {
+		return nil, err
+	}
+
+	return &data, nil
+}

common/ip2region/ip2region.go

@@ -1,7 +1,6 @@
 package ip2region
 
 import (
-	"fmt"
 	"github.com/lionsoul2014/ip2region/binding/golang/xdb"
 	"os"
 	"path/filepath"
@@ -13,7 +12,6 @@ func NewIP2Region() *xdb.Searcher {
 	if err != nil {
 		panic(err)
 	}
-	fmt.Println(cwd)
 	dbPath := filepath.Join(cwd, "resources/ip2region", "ip2region.xdb")
 	cBuff, err := xdb.LoadContentFromFile(dbPath)
 	if err != nil {

common/utils/generate_file_hash.go

@@ -1,65 +0,0 @@
-package utils
-
-import (
-	"crypto"
-	"encoding/hex"
-	"fmt"
-	"hash"
-	"io"
-	"os"
-)
-
-// SupportedHashFuncs 定义支持的哈希函数类型
-var SupportedHashFuncs = map[string]func() hash.Hash{
-	"md5":    crypto.MD5.New,
-	"sha1":   crypto.SHA1.New,
-	"sha256": crypto.SHA256.New,
-	"sha512": crypto.SHA512.New,
-}
-
-// CalculateFileHash 根据指定的哈希算法计算文件的哈希值
-func CalculateFileHash(filePath string, algorithm string) (string, error) {
-	// 获取对应的哈希函数
-	hashFunc, exists := SupportedHashFuncs[algorithm]
-	if !exists {
-		return "", fmt.Errorf("unsupported hash algorithm: %s", algorithm)
-	}
-
-	// 打开文件
-	file, err := os.Open(filePath)
-	if err != nil {
-		return "", fmt.Errorf("failed to open file: %w", err)
-	}
-	defer file.Close()
-
-	// 创建哈希对象
-	h := hashFunc()
-
-	// 计算哈希值
-	if _, err := io.Copy(h, file); err != nil {
-		return "", fmt.Errorf("failed to calculate hash: %w", err)
-	}
-
-	// 返回哈希值的十六进制字符串
-	return hex.EncodeToString(h.Sum(nil)), nil
-}
-
-// CalculateStreamHash 计算输入流的哈希值
-func CalculateStreamHash(reader io.Reader, algorithm string) (string, error) {
-	// 获取对应的哈希函数
-	hashFunc, exists := SupportedHashFuncs[algorithm]
-	if !exists {
-		return "", fmt.Errorf("unsupported hash algorithm: %s", algorithm)
-	}
-
-	// 创建哈希对象
-	h := hashFunc()
-
-	// 从输入流计算哈希值
-	if _, err := io.Copy(h, reader); err != nil {
-		return "", fmt.Errorf("failed to calculate hash: %w", err)
-	}
-
-	// 返回哈希值的十六进制字符串
-	return hex.EncodeToString(h.Sum(nil)), nil
-}

common/utils/generate_image_hash.go

@@ -0,0 +1,24 @@
+package utils
+
+import (
+	"github.com/corona10/goimagehash"
+	"image"
+)
+
+// CalculatePerceptualHash 计算感知哈希
+func CalculatePerceptualHash(img image.Image) (string, error) {
+	hash, err := goimagehash.PerceptionHash(img)
+	if err != nil {
+		return "", err
+	}
+	return hash.ToString(), nil
+}
+
+// CalculateHash 计算平均哈希
+func CalculateHash(img image.Image) (uint64, error) {
+	hash, err := goimagehash.AverageHash(img)
+	if err != nil {
+		return 0, err
+	}
+	return hash.GetHash(), nil
+}

common/utils/image_util.go

@@ -1,8 +1,13 @@
 package utils
 
 import (
+	"bytes"
 	"encoding/base64"
 	"errors"
+	"fmt"
+	"image"
+	_ "image/jpeg" // 引入 jpeg 解码器
+	_ "image/png"  // 引入 png 解码器
 	"io"
 	"regexp"
 	"strings"
@@ -88,3 +93,25 @@ func Base64ToBytes(base64Str string) ([]byte, error) {
 	}
 	return data, nil
 }
+
+// Base64ToImage 将 Base64 字符串转换为 image.Image 格式
+func Base64ToImage(base64Str string) (image.Image, error) {
+	// 使用正则表达式去除前缀
+	re := regexp.MustCompile(`^data:image/([a-zA-Z]*);base64,`)
+	// 去除前缀部分
+	base64Str = re.ReplaceAllString(base64Str, "")
+
+	// 解码 Base64 字符串
+	data, err := base64.StdEncoding.DecodeString(base64Str)
+	if err != nil {
+		return nil, fmt.Errorf("failed to decode base64 string: %v", err)
+	}
+
+	// 使用 image.Decode 解码字节数据
+	img, _, err := image.Decode(bytes.NewReader(data))
+	if err != nil {
+		return nil, fmt.Errorf("failed to decode image: %v", err)
+	}
+
+	return img, nil
+}

go.mod

@@ -11,6 +11,7 @@ require (
 	github.com/casbin/gorm-adapter/v3 v3.32.0
 	github.com/ccpwcn/kgo v1.2.8
 	github.com/chenmingyong0423/go-mongox/v2 v2.0.0
+	github.com/duke-git/lancet/v2 v2.3.4
 	github.com/golang-jwt/jwt/v5 v5.2.1
 	github.com/golang/freetype v0.0.0-20170609003504-e2365dfdc4a0
 	github.com/lionsoul2014/ip2region/binding/golang v0.0.0-20241220152942-06eb5c6e8230
@@ -31,6 +32,7 @@ require (
 	golang.org/x/crypto v0.32.0
 	golang.org/x/text v0.21.0
 	google.golang.org/grpc v1.69.4
+	google.golang.org/protobuf v1.36.3
 	gorm.io/driver/mysql v1.5.7
 	gorm.io/gen v0.3.26
 	gorm.io/gorm v1.25.12
@@ -41,6 +43,7 @@ require (
 require (
 	filippo.io/edwards25519 v1.1.0 // indirect
 	github.com/ArtisanCloud/PowerSocialite/v3 v3.0.7 // indirect
+	github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e // indirect
 	github.com/andybalholm/brotli v1.1.1 // indirect
 	github.com/aymerick/douceur v0.2.0 // indirect
 	github.com/beorn7/perks v1.0.1 // indirect
@@ -52,26 +55,41 @@ require (
 	github.com/clbanning/mxj v1.8.4 // indirect
 	github.com/clbanning/mxj/v2 v2.7.0 // indirect
 	github.com/cloudflare/circl v1.5.0 // indirect
+	github.com/coreos/go-semver v0.3.1 // indirect
+	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
+	github.com/corona10/goimagehash v1.1.0 // indirect
+	github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc // indirect
 	github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f // indirect
 	github.com/dolthub/maphash v0.1.0 // indirect
 	github.com/dustin/go-humanize v1.0.1 // indirect
+	github.com/emicklei/go-restful/v3 v3.12.1 // indirect
 	github.com/fatih/color v1.18.0 // indirect
+	github.com/fxamacker/cbor/v2 v2.7.0 // indirect
 	github.com/gabriel-vasile/mimetype v1.4.8 // indirect
 	github.com/glebarez/go-sqlite v1.22.0 // indirect
 	github.com/glebarez/sqlite v1.11.0 // indirect
 	github.com/go-logr/logr v1.4.2 // indirect
 	github.com/go-logr/stdr v1.2.2 // indirect
+	github.com/go-openapi/jsonpointer v0.21.0 // indirect
+	github.com/go-openapi/jsonreference v0.21.0 // indirect
+	github.com/go-openapi/swag v0.23.0 // indirect
 	github.com/go-playground/locales v0.14.1 // indirect
 	github.com/go-playground/universal-translator v0.18.1 // indirect
 	github.com/go-playground/validator/v10 v10.24.0 // indirect
 	github.com/go-sql-driver/mysql v1.8.1 // indirect
 	github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
 	github.com/golang-jwt/jwt/v4 v4.5.1 // indirect
 	github.com/golang-sql/civil v0.0.0-20220223132316-b832511892a9 // indirect
 	github.com/golang-sql/sqlexp v0.1.0 // indirect
+	github.com/golang/mock v1.6.0 // indirect
+	github.com/golang/protobuf v1.5.4 // indirect
 	github.com/golang/snappy v0.0.4 // indirect
+	github.com/google/gnostic-models v0.6.9 // indirect
+	github.com/google/go-cmp v0.6.0 // indirect
 	github.com/google/go-querystring v1.1.0 // indirect
-	github.com/google/pprof v0.0.0-20241210010833-40e02aabc2ad // indirect
+	github.com/google/gofuzz v1.2.0 // indirect
+	github.com/google/pprof v0.0.0-20250120214715-4e5bb2051dab // indirect
 	github.com/google/uuid v1.6.0 // indirect
 	github.com/gorilla/css v1.0.1 // indirect
 	github.com/grpc-ecosystem/grpc-gateway/v2 v2.25.1 // indirect
@@ -84,11 +102,13 @@ require (
 	github.com/jackc/puddle/v2 v2.2.2 // indirect
 	github.com/jinzhu/inflection v1.0.0 // indirect
 	github.com/jinzhu/now v1.1.5 // indirect
+	github.com/josharian/intern v1.0.0 // indirect
 	github.com/json-iterator/go v1.1.12 // indirect
 	github.com/karlseguin/ccache/v3 v3.0.6 // indirect
 	github.com/klauspost/compress v1.17.11 // indirect
 	github.com/leodido/go-urn v1.4.0 // indirect
 	github.com/lib/pq v1.10.7 // indirect
+	github.com/mailru/easyjson v0.9.0 // indirect
 	github.com/mattn/go-colorable v0.1.14 // indirect
 	github.com/mattn/go-isatty v0.0.20 // indirect
 	github.com/microsoft/go-mssqldb v1.8.0 // indirect
@@ -98,6 +118,7 @@ require (
 	github.com/mozillazg/go-httpheader v0.4.0 // indirect
 	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
 	github.com/ncruces/go-strftime v0.1.9 // indirect
+	github.com/nfnt/resize v0.0.0-20180221191011-83c6a9932646 // indirect
 	github.com/onsi/ginkgo/v2 v2.22.2 // indirect
 	github.com/openzipkin/zipkin-go v0.4.3 // indirect
 	github.com/orcaman/concurrent-map/v2 v2.0.1 // indirect
@@ -106,28 +127,32 @@ require (
 	github.com/pkg6/go-requests v0.2.3 // indirect
 	github.com/prometheus/client_golang v1.20.5 // indirect
 	github.com/prometheus/client_model v0.6.1 // indirect
-	github.com/prometheus/common v0.61.0 // indirect
+	github.com/prometheus/common v0.62.0 // indirect
 	github.com/prometheus/procfs v0.15.1 // indirect
 	github.com/quic-go/qpack v0.5.1 // indirect
 	github.com/quic-go/quic-go v0.48.2 // indirect
 	github.com/refraction-networking/utls v1.6.7 // indirect
 	github.com/remyoudompheng/bigfft v0.0.0-20230129092748-24d4a6f8daec // indirect
 	github.com/spaolacci/murmur3 v1.1.0 // indirect
+	github.com/x448/float16 v0.8.4 // indirect
 	github.com/xdg-go/pbkdf2 v1.0.0 // indirect
 	github.com/xdg-go/scram v1.1.2 // indirect
 	github.com/xdg-go/stringprep v1.0.4 // indirect
 	github.com/youmark/pkcs8 v0.0.0-20240726163527-a2c0da244d78 // indirect
+	go.etcd.io/etcd/api/v3 v3.5.17 // indirect
+	go.etcd.io/etcd/client/pkg/v3 v3.5.17 // indirect
+	go.etcd.io/etcd/client/v3 v3.5.17 // indirect
 	go.opentelemetry.io/auto/sdk v1.1.0 // indirect
-	go.opentelemetry.io/otel v1.33.0 // indirect
+	go.opentelemetry.io/otel v1.34.0 // indirect
 	go.opentelemetry.io/otel/exporters/jaeger v1.17.0 // indirect
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.33.0 // indirect
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace v1.34.0 // indirect
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.33.0 // indirect
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracegrpc v1.34.0 // indirect
-	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.33.0 // indirect
+	go.opentelemetry.io/otel/exporters/otlp/otlptrace/otlptracehttp v1.34.0 // indirect
-	go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.33.0 // indirect
+	go.opentelemetry.io/otel/exporters/stdout/stdouttrace v1.34.0 // indirect
-	go.opentelemetry.io/otel/exporters/zipkin v1.33.0 // indirect
+	go.opentelemetry.io/otel/exporters/zipkin v1.34.0 // indirect
-	go.opentelemetry.io/otel/metric v1.33.0 // indirect
+	go.opentelemetry.io/otel/metric v1.34.0 // indirect
-	go.opentelemetry.io/otel/sdk v1.33.0 // indirect
+	go.opentelemetry.io/otel/sdk v1.34.0 // indirect
-	go.opentelemetry.io/otel/trace v1.33.0 // indirect
+	go.opentelemetry.io/otel/trace v1.34.0 // indirect
 	go.opentelemetry.io/proto/otlp v1.5.0 // indirect
 	go.uber.org/automaxprocs v1.6.0 // indirect
 	go.uber.org/mock v0.5.0 // indirect
@@ -137,21 +162,33 @@ require (
 	golang.org/x/image v0.23.0 // indirect
 	golang.org/x/mod v0.22.0 // indirect
 	golang.org/x/net v0.34.0 // indirect
+	golang.org/x/oauth2 v0.25.0 // indirect
 	golang.org/x/sync v0.10.0 // indirect
 	golang.org/x/sys v0.29.0 // indirect
-	golang.org/x/time v0.8.0 // indirect
+	golang.org/x/term v0.28.0 // indirect
+	golang.org/x/time v0.9.0 // indirect
 	golang.org/x/tools v0.29.0 // indirect
-	google.golang.org/genproto/googleapis/api v0.0.0-20250106144421-5f5ef82da422 // indirect
+	google.golang.org/genproto/googleapis/api v0.0.0-20250115164207-1a7da9e5054f // indirect
-	google.golang.org/genproto/googleapis/rpc v0.0.0-20250106144421-5f5ef82da422 // indirect
+	google.golang.org/genproto/googleapis/rpc v0.0.0-20250115164207-1a7da9e5054f // indirect
-	google.golang.org/protobuf v1.36.2 // indirect
+	gopkg.in/evanphx/json-patch.v4 v4.12.0 // indirect
+	gopkg.in/inf.v0 v0.9.1 // indirect
 	gopkg.in/yaml.v2 v2.4.0 // indirect
 	gopkg.in/yaml.v3 v3.0.1 // indirect
 	gorm.io/datatypes v1.2.5 // indirect
 	gorm.io/driver/postgres v1.5.11 // indirect
 	gorm.io/driver/sqlserver v1.5.4 // indirect
 	gorm.io/hints v1.1.2 // indirect
-	modernc.org/libc v1.61.7 // indirect
+	k8s.io/api v0.32.1 // indirect
+	k8s.io/apimachinery v0.32.1 // indirect
+	k8s.io/client-go v0.32.1 // indirect
+	k8s.io/klog/v2 v2.130.1 // indirect
+	k8s.io/kube-openapi v0.0.0-20241212222426-2c72e554b1e7 // indirect
+	k8s.io/utils v0.0.0-20241210054802-24370beab758 // indirect
+	modernc.org/libc v1.61.9 // indirect
 	modernc.org/mathutil v1.7.1 // indirect
-	modernc.org/memory v1.8.1 // indirect
+	modernc.org/memory v1.8.2 // indirect
-	modernc.org/sqlite v1.34.4 // indirect
+	modernc.org/sqlite v1.34.5 // indirect
+	sigs.k8s.io/json v0.0.0-20241014173422-cfa47c3a1cc8 // indirect
+	sigs.k8s.io/structured-merge-diff/v4 v4.5.0 // indirect
+	sigs.k8s.io/yaml v1.4.0 // indirect
 )

go.sum

@@ -29,7 +29,13 @@ github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2 h1:XHOnouVk1mx
 github.com/AzureAD/microsoft-authentication-library-for-go v1.2.2/go.mod h1:wP83P5OoQ5p6ip3ScPr0BAq0BvuPAvacpEuSzyouqAI=
 github.com/BurntSushi/toml v1.4.0 h1:kuoIxZQy2WRRk1pttg9asf+WVv6tWQuBNVmK8+nqPr0=
 github.com/BurntSushi/toml v1.4.0/go.mod h1:ukJfTF/6rtPPRCnwkur4qwRxa8vTRFBF0uk2lLoLwho=
+github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e h1:lqIUFzxaqyYqUn4MhzAvSAh4wIte/iLNcIEWxpT/qbc=
+github.com/Kagami/go-face v0.0.0-20210630145111-0c14797b4d0e/go.mod h1:9wdDJkRgo3SGTcFwbQ7elVIQhIr2bbBjecuY7VoqmPU=
 github.com/QcloudApi/qcloud_sign_golang v0.0.0-20141224014652-e4130a326409/go.mod h1:1pk82RBxDY/JZnPQrtqHlUFfCctgdorsd9M06fMynOM=
+github.com/alicebob/gopher-json v0.0.0-20230218143504-906a9b012302 h1:uvdUDbHQHO85qeSydJtItA4T55Pw6BtAejd0APRJOCE=
+github.com/alicebob/gopher-json v0.0.0-20230218143504-906a9b012302/go.mod h1:SGnFV6hVsYE877CKEZ6tDNTjaSXYUk6QqoIK6PrAtcc=
+github.com/alicebob/miniredis/v2 v2.34.0 h1:mBFWMaJSNL9RwdGRyEDoAAv8OQc5UlEhLDQggTglU/0=
+github.com/alicebob/miniredis/v2 v2.34.0/go.mod h1:kWShP4b58T1CW0Y5dViCd5ztzrDqRWqM3nksiyXk5s8=
 github.com/aliyun/alibabacloud-oss-go-sdk-v2 v1.2.0 h1:gUWBCekWIFWYK7jXhRvPHIa7mRhJih2BGPjzvzodO18=
 github.com/aliyun/alibabacloud-oss-go-sdk-v2 v1.2.0/go.mod h1:FTzydeQVmR24FI0D6XWUOMKckjXehM/jgMn1xC+DA9M=
 github.com/andybalholm/brotli v1.1.1 h1:PR2pgnyFznKEugtsUo0xLdDop5SKXd5Qf5ysW+7XdTA=
@@ -69,19 +75,36 @@ github.com/clbanning/mxj/v2 v2.7.0 h1:WA/La7UGCanFe5NpHF0Q3DNtnCsVoxbPKuyBNHWRyM
 github.com/clbanning/mxj/v2 v2.7.0/go.mod h1:hNiWqW14h+kc+MdF9C6/YoRfjEJoR3ou6tn/Qo+ve2s=
 github.com/cloudflare/circl v1.5.0 h1:hxIWksrX6XN5a1L2TI/h53AGPhNHoUBo+TD1ms9+pys=
 github.com/cloudflare/circl v1.5.0/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs=
+github.com/coreos/go-semver v0.3.1 h1:yi21YpKnrx1gt5R+la8n5WgS0kCrsPp33dmEyHReZr4=
+github.com/coreos/go-semver v0.3.1/go.mod h1:irMmmIw/7yzSRPWryHsK7EYSg09caPQL03VsM8rvUec=
+github.com/coreos/go-systemd/v22 v22.5.0 h1:RrqgGjYQKalulkV8NGVIfkXQf6YYmOyiJKk8iXXhfZs=
+github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
+github.com/corona10/goimagehash v1.1.0 h1:teNMX/1e+Wn/AYSbLHX8mj+mF9r60R1kBeqE9MkoYwI=
+github.com/corona10/goimagehash v1.1.0/go.mod h1:VkvE0mLn84L4aF8vCb6mafVajEb6QYMHl2ZJLn0mOGI=
+github.com/creack/pty v1.1.9/go.mod h1:oKZEueFk5CKHvIhNR5MUki03XCEU+Q6VDXinZuGJ33E=
 github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/davecgh/go-spew v1.1.1 h1:vj9j/u1bqnvCEfJOwUhtlOARqs3+rkHYY13jYWTU97c=
 github.com/davecgh/go-spew v1.1.1/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc h1:U9qPSI2PIWSS1VwoXQT9A3Wy9MM3WgvqSxFWenqJduM=
+github.com/davecgh/go-spew v1.1.2-0.20180830191138-d8f796af33cc/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
 github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f h1:lO4WD4F/rVNCu3HqELle0jiPLLBs70cWOduZpkS1E78=
 github.com/dgryski/go-rendezvous v0.0.0-20200823014737-9f7001d12a5f/go.mod h1:cuUVRXasLTGF7a8hSLbxyZXjz+1KgoB3wDUb6vlszIc=
 github.com/dnaeon/go-vcr v1.1.0/go.mod h1:M7tiix8f0r6mKKJ3Yq/kqU1OYf3MnfmBWVbPx/yU9ko=
 github.com/dnaeon/go-vcr v1.2.0/go.mod h1:R4UdLID7HZT3taECzJs4YgbbH6PIGXB6W/sc5OLb6RQ=
 github.com/dolthub/maphash v0.1.0 h1:bsQ7JsF4FkkWyrP3oCnFJgrCUAFbFf3kOl4L/QxPDyQ=
 github.com/dolthub/maphash v0.1.0/go.mod h1:gkg4Ch4CdCDu5h6PMriVLawB7koZ+5ijb9puGMV50a4=
+github.com/duke-git/lancet/v2 v2.3.4 h1:8XGI7P9w+/GqmEBEXYaH/XuNiM0f4/90Ioti0IvYJls=
+github.com/duke-git/lancet/v2 v2.3.4/go.mod h1:zGa2R4xswg6EG9I6WnyubDbFO/+A/RROxIbXcwryTsc=
 github.com/dustin/go-humanize v1.0.1 h1:GzkhY7T5VNhEkwH0PVJgjz+fX1rhBrR7pRT3mDkpeCY=
 github.com/dustin/go-humanize v1.0.1/go.mod h1:Mu1zIs6XwVuF/gI1OepvI0qD18qycQx+mFykh5fBlto=
+github.com/emicklei/go-restful/v3 v3.11.0 h1:rAQeMHw1c7zTmncogyy8VvRZwtkmkZ4FxERmMY4rD+g=
+github.com/emicklei/go-restful/v3 v3.11.0/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
+github.com/emicklei/go-restful/v3 v3.12.1 h1:PJMDIM/ak7btuL8Ex0iYET9hxM3CI2sjZtzpL63nKAU=
+github.com/emicklei/go-restful/v3 v3.12.1/go.mod h1:6n3XBCmQQb25CM2LCACGz8ukIrRry+4bhvbpWn3mrbc=
 github.com/fatih/color v1.18.0 h1:S8gINlzdQ840/4pfAwic/ZE0djQEH3wM94VfqLTZcOM=
 github.com/fatih/color v1.18.0/go.mod h1:4FelSpRwEGDpQ12mAdzqdOukCy4u8WUtOY6lkT/6HfU=
+github.com/fxamacker/cbor/v2 v2.7.0 h1:iM5WgngdRBanHcxugY4JySA0nk1wZorNOpTgCMedv5E=
+github.com/fxamacker/cbor/v2 v2.7.0/go.mod h1:pxXPTn3joSm21Gbwsv0w9OSA2y1HFR9qXEeXQVeNoDQ=
 github.com/gabriel-vasile/mimetype v1.4.8 h1:FfZ3gj38NjllZIeJAmMhr+qKL8Wu+nOoI3GqacKw1NM=
 github.com/gabriel-vasile/mimetype v1.4.8/go.mod h1:ByKUIKGjh1ODkGM1asKUbQZOLGrPjydw3hYPU2YU9t8=
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@@ -90,10 +113,24 @@ github.com/glebarez/sqlite v1.11.0 h1:wSG0irqzP6VurnMEpFGer5Li19RpIRi2qvQz++w0GM
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@@ -105,8 +142,12 @@ github.com/go-playground/validator/v10 v10.24.0/go.mod h1:GGzBIJMuE98Ic/kJsBXbz1
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@@ -126,15 +167,24 @@ github.com/golang/protobuf v1.5.4 h1:i7eJL8qZTpSEXOPTxNKhASYpMn+8e5Q6AdndVa1dWek
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@@ -144,6 +194,7 @@ github.com/gorilla/css v1.0.1 h1:ntNaBIghp6JmvWnxbZKANoLyuXTPZ4cAMlo6RyhlbO8=
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@@ -175,14 +226,21 @@ github.com/jinzhu/inflection v1.0.0 h1:K317FqzuhWc8YvSVlFMCCUb36O/S9MCKRDI7QkRKD
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@@ -195,6 +253,10 @@ github.com/lionsoul2014/ip2region/binding/golang v0.0.0-20241220152942-06eb5c6e8
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@@ -226,6 +288,8 @@ github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 h1:C3w9PqII01/Oq
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@@ -259,6 +323,8 @@ github.com/prometheus/client_model v0.6.1 h1:ZKSh/rekM+n3CeS952MLRAdFwIKqeY8b62p
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@@ -275,6 +341,8 @@ github.com/rogpeppe/go-internal v1.13.1 h1:KvO1DLK/DRN07sQ1LQKScxyZJuNnedQ5/wKSR
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@@ -297,6 +365,8 @@ github.com/wenlng/go-captcha-assets v1.0.1 h1:AdjRFMKmadPRWRTv0XEYfjDvcaayZ2yExI
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@@ -309,37 +379,72 @@ github.com/yitter/idgenerator-go v1.3.3 h1:i6rzmpbCL0vlmr/tuW5+lSQzNuDG9vYBjIYRv
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@@ -353,6 +458,8 @@ go.uber.org/multierr v1.11.0/go.mod h1:20+QtiLqy0Nd6FdQB9TLXag12DsQkrbs3htMFfDN8
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@@ -368,14 +475,21 @@ golang.org/x/exp v0.0.0-20250106191152-7588d65b2ba8/go.mod h1:tujkw807nyEEAamNbD
 golang.org/x/image v0.16.0/go.mod h1:ugSZItdV4nOxyqp56HmXwH0Ry0nBCpjnZdpDaIHdoPs=
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@@ -388,13 +502,24 @@ golang.org/x/net v0.19.0/go.mod h1:CfAk/cbD4CthTvqiEl8NpboMuiuOYsAr/7NOjZJtv1U=
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@@ -420,6 +545,8 @@ golang.org/x/term v0.11.0/go.mod h1:zC9APTIj3jG3FdV/Ons+XE1riIZXG4aZ4GTHiPZJPIU=
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@@ -436,28 +563,39 @@ golang.org/x/text v0.21.0 h1:zyQAAkrwaneQ066sspRyJaG9VNi/YJ1NfzcGB3hZ/qo=
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