Go开发过程中解决MySQL(N+1)查询

日常开发中类似情况太多了,但我们也可以很容易的修复它。在用 Go 开发时,可以使用`Gorm`,使用过程类似`Laravel`的`Eloquent ORM`

准备

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-- 创建 MySQL 表
CREATE TABLE `objects` (
 `id` int(10) unsigned NOT NULL AUTO_INCREMENT,
 `title` varchar(300) NOT NULL DEFAULT '' COMMENT 'O标题',
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4;

CREATE TABLE `key_results` (
 `id` int(10) unsigned NOT NULL AUTO_INCREMENT,
 `object_id` int(11) NOT NULL DEFAULT '0' COMMENT '所属object id',
 `title` varchar(300) NOT NULL DEFAULT '' COMMENT 'KR标题',
 PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8mb4;

代码

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// model/object.go
type Object struct {
   ID      uint   `db:"id" json:"id"`
   Title   string `db:"title" json:"title"`
}

type OKR struct {
   Object
   KR []*KR `json:"kr"`
}

// model/key_result.go
type KR struct {
   ID       uint   `db:"id" json:"id"`
   ObjectId uint   `db:"object_id" json:"object_id"`
   Title    string `db:"title" json:"title"`
}

// dao/object.go
type Object struct{}

func NewObject() *Object {
   return &Object{}
}

func (d *Object) GetObjs() (okrs []*model.OKR, err error) {
   err = db.Select(&okrs, "select id,title from objects order by id DESC limit 10 offset 0")
   return
}

// dao/key_result.go
type KeyResult struct{}

func NewKeyResult() *KeyResult {
   return &KeyResult{}
}

func (d *KeyResult) GetKrs(oids []uint) (krs []*model.KR, err error) {
   query, agrs, err := sqlx.In("select id,object_id,title from key_results where object_id in (?)", oids)
   if err != nil {
   	return
   }
   query = db.Rebind(query)
   db.Select(&krs, query, agrs...)
   return
}

// service/okr.go
type OKRs struct {
   dObj *dao.Object
   dKR  *dao.KeyResult
}

func NewOKR() *OKRs {
   return &OKRs{
   	dObj: dao.NewObject(),
   	dKR:  dao.NewKeyResult(),
   }
}

func (s *OKR) List() (okrs []*model.OKR, err error) {
   okrs, err = s.dObj.GetObjs()
   if err != nil {
   	return
   }
   krs, err := s.dKR.GetKrs(s.GetObjIDs(okrs))
   if err != nil {
   	return
   }
   for i, o := range okrs {
   	okrs[i].KR = s.GetKrByID(krs, o.ID)
   }
   return
}

func (s *OKR) GetObjIDs(okrs []*model.OKR) (ids []uint) {
   krs := make(map[uint]struct{}, 0) // 防止重复的ID
   for _, v := range okrs {
   	if _, ok := krs[v.ID]; ok {
   		continue
   	}
   	krs[v.ID] = struct{}{}
   	ids = append(ids, v.ID)
   }
   return
}

func (s *OKR) GetKrByID(krs []*model.KR, oid uint) (fkr []*model.KR) {
   for _, kr := range krs {
   	if kr.ObjectId != oid {
   		continue
   	}
   	fkr = append(fkr, kr)
   }
   return
}

📎 参考

https://gorm.io/zh_CN/docs/associations.html

https://laravel-news.com/laravel-n1-query-problems

Licensed under CC BY-NC-SA 4.0
最后更新于 Mar 26, 2025 10:32 CST