因为sqlite是基于文件的,所以默认情况下,sqlite是不支持并发读写的,即写操作会阻塞其他操作,同时sqlite也很容易就产生死锁。
但是作为一个使用广泛的离线数据库,从sqlite3.7.0版本开始(SQLite Release 3.7.0 On 2010-07-21),sqlite引入了更常见的WAL机制来解决页面的读写并发问题。但是sqlite的实现特点决定了其并发能力较低。
SELECT sqlite_version();
3.8.8
开启了WAL模式之后,sqlite就会生成三个文件test.db, test.db-shm, test.db-wal
。在WAL模式下支持一写多读。
当临时文件的内容达到一定的量,sqlite会进行一次落盘。
PRAGMA wal_autocheckpoint=5000;
pagesize默认设置的是4k,autocheckpoint设置5000,表示5000个page的数据量,会进行一下checkpoint,也就是20M。
查询日志模式:PRAGMA journal_mode;
设置日志模式:PRAGMA journal_mode=WAL;
示例
CREATE TABLE "users" (
"id" INTEGER,
"name" TEXT,
"age" INTEGER,
"created_at" TEXT,
"updated_at" TEXT
);
使用Go的gorm来操作sqlite3
package go_sqliteimport ("fmt""strconv""sync""time""database/sql""gorm.io/driver/sqlite""gorm.io/gorm"
)var dbfile = "demos/go_sqlite/test.db"func Run() {gormDB, sqlDB, err := InitDB()if err != nil {panic(err)}defer sqlDB.Close()users := []User{}for i := 0; i < 1000; i++ {user := User{Name: "user_" + strconv.Itoa(i),Age: uint8(i % 100),CreatedAt: time.Now().Unix(),UpdatedAt: time.Now().Unix(),}users = append(users, user)}err = BatchInsertUsers(gormDB, users)if err != nil {panic(err)}users, err = GetUsers(gormDB)if err != nil {panic(err)}fmt.Println(len(users))fmt.Println(users[0])
}type User struct {ID uintName stringAge uint8CreatedAt int64UpdatedAt int64
}func InitDB() (*gorm.DB, *sql.DB, error) {gormDB, err := gorm.Open(sqlite.Open(dbfile), &gorm.Config{})if err != nil {return nil, nil, err}sqlDB, _ := gormDB.DB()gormDB.Exec("PRAGMA journal_mode=WAL;")sqlDB.SetMaxIdleConns(10)sqlDB.SetMaxOpenConns(100)sqlDB.SetConnMaxLifetime(time.Hour)return gormDB, sqlDB, nil
}func BatchInsertUsers(gormDB *gorm.DB, users []User) error {batchSize := 100batchCount := (len(users) + batchSize - 1) / batchSizefor i := 0; i < batchCount; i++ {start := i * batchSizeend := (i + 1) * batchSizeif end > len(users) {end = len(users)}batch := users[start:end]tx := gormDB.Begin()if err := tx.Error; err != nil {return err}if err := tx.Create(&batch).Error; err != nil {tx.Rollback()return err}if err := tx.Commit().Error; err != nil {return err}}return nil
}func GetUsers(gormDB *gorm.DB) ([]User, error) {var users []Usererr := gormDB.Find(&users).Errorif err != nil {return nil, err}return users, nil
}
并发测试
var wg sync.WaitGroupfunc Run2() {gormDB, err := gorm.Open(sqlite.Open(dbfile), &gorm.Config{})if err != nil {panic("failed to connect database")}gormDB.Exec("PRAGMA journal_mode=WAL;")sqlDB, _ := gormDB.DB()sqlDB.SetMaxIdleConns(10)sqlDB.SetMaxOpenConns(100)wg.Add(2000)// 并发写入 1000 条数据for i := 0; i < 1000; i++ {go func(i int) {defer wg.Done()err := gormDB.Transaction(func(tx *gorm.DB) error {user := User{Name: fmt.Sprintf("user_%d", i)}result := tx.Create(&user)return result.Error})if err != nil {fmt.Printf("failed to write data: %v\n", err)}}(i)}// 并发读取数据for i := 0; i < 1000; i++ {go func() {defer wg.Done()var users []Usererr := gormDB.Transaction(func(tx *gorm.DB) error {result := tx.Find(&users)return result.Error})if err != nil {fmt.Printf("failed to read data: %v\n", err)} else {fmt.Printf("read %d records\n", len(users))}}()}wg.Wait()fmt.Println("done")
}
参考
https://mp.weixin.qq.com/s/9Y1EfzM5cups9oklByAW5Q
https://mp.weixin.qq.com/s/4AhMBJaZ4NZqfqcoPduXjg