golang学习之旅:使用go语言操作mysql数据库
1.下载并导入数据库驱动包
官方不提供实现,先下载第三方的实现,点击这里查看各种各样的实现版本。
这里选择了Go-MySQL-Driver这个实现。地址是:https://github.com/go-sql-driver/mysql/。
然后按照里面的说明下载驱动包:
$ go get github.com/go-sql-driver/mysql
最后导入包即可:
import "database/sql"
import _ "github.com/go-sql-driver/mysql"
2.连接至数据库
db, err := sql.Open("mysql", "root:root@/uestcbook")
3.执行查询
(1)Exec
result, err := db.Exec( "INSERT INTO users (name, age) VALUES (?, ?)", "gopher", 27, )
(2)Query
rows, err := db.Query("SELECT name FROM users WHERE age = ?", age) if err != nil { log.Fatal(err) } for rows.Next() { var name string if err := rows.Scan(&name); err != nil { log.Fatal(err) } fmt.Printf("%s is %d\n", name, age) } if err := rows.Err(); err != nil { log.Fatal(err) }
(3)QueryRow
var age int64 row := db.QueryRow("SELECT age FROM users WHERE name = ?", name) err := row.Scan(&age)
(4)Prepared statements
age := 27 stmt, err := db.Prepare("SELECT name FROM users WHERE age = ?") if err != nil { log.Fatal(err) } rows, err := stmt.Query(age) // process rows
4. 事务
tx, err := db.Begin() if err != nil { log.Fatal(err) }
5. 各种方式效率分析
问题:db.exec和statement.exec和tx.exec的区别?
实例如下:
package main import ( "strconv" "database/sql" _ "github.com/go-sql-driver/mysql" "fmt" "time" "log" ) var db = &sql.DB{} func init(){ db,_ = sql.Open("mysql", "root:root@/book") } func main() { insert() query() update() query() delete() } func update(){ //方式1 update start := time.Now() for i := 1001;i<=1100;i++{ db.Exec("UPdate user set age=? where uid=? ",i,i) } end := time.Now() fmt.Println("方式1 update total time:",end.Sub(start).Seconds()) //方式2 update start = time.Now() for i := 1101;i<=1200;i++{ stm,_ := db.Prepare("UPdate user set age=? where uid=? ") stm.Exec(i,i) stm.Close() } end = time.Now() fmt.Println("方式2 update total time:",end.Sub(start).Seconds()) //方式3 update start = time.Now() stm,_ := db.Prepare("UPdate user set age=? where uid=?") for i := 1201;i<=1300;i++{ stm.Exec(i,i) } stm.Close() end = time.Now() fmt.Println("方式3 update total time:",end.Sub(start).Seconds()) //方式4 update start = time.Now() tx,_ := db.Begin() for i := 1301;i<=1400;i++{ tx.Exec("UPdate user set age=? where uid=?",i,i) } tx.Commit() end = time.Now() fmt.Println("方式4 update total time:",end.Sub(start).Seconds()) //方式5 update start = time.Now() for i := 1401;i<=1500;i++{ tx,_ := db.Begin() tx.Exec("UPdate user set age=? where uid=?",i,i) tx.Commit() } end = time.Now() fmt.Println("方式5 update total time:",end.Sub(start).Seconds()) } func delete(){ //方式1 delete start := time.Now() for i := 1001;i<=1100;i++{ db.Exec("DELETE FROM USER WHERE uid=?",i) } end := time.Now() fmt.Println("方式1 delete total time:",end.Sub(start).Seconds()) //方式2 delete start = time.Now() for i := 1101;i<=1200;i++{ stm,_ := db.Prepare("DELETE FROM USER WHERE uid=?") stm.Exec(i) stm.Close() } end = time.Now() fmt.Println("方式2 delete total time:",end.Sub(start).Seconds()) //方式3 delete start = time.Now() stm,_ := db.Prepare("DELETE FROM USER WHERE uid=?") for i := 1201;i<=1300;i++{ stm.Exec(i) } stm.Close() end = time.Now() fmt.Println("方式3 delete total time:",end.Sub(start).Seconds()) //方式4 delete start = time.Now() tx,_ := db.Begin() for i := 1301;i<=1400;i++{ tx.Exec("DELETE FROM USER WHERE uid=?",i) } tx.Commit() end = time.Now() fmt.Println("方式4 delete total time:",end.Sub(start).Seconds()) //方式5 delete start = time.Now() for i := 1401;i<=1500;i++{ tx,_ := db.Begin() tx.Exec("DELETE FROM USER WHERE uid=?",i) tx.Commit() } end = time.Now() fmt.Println("方式5 delete total time:",end.Sub(start).Seconds()) } func query(){ //方式1 query start := time.Now() rows,_ := db.Query("SELECT uid,username FROM USER") defer rows.Close() for rows.Next(){ var name string var id int if err := rows.Scan(&id,&name); err != nil { log.Fatal(err) } //fmt.Printf("name:%s ,id:is %d\n", name, id) } end := time.Now() fmt.Println("方式1 query total time:",end.Sub(start).Seconds()) //方式2 query start = time.Now() stm,_ := db.Prepare("SELECT uid,username FROM USER") defer stm.Close() rows,_ = stm.Query() defer rows.Close() for rows.Next(){ var name string var id int if err := rows.Scan(&id,&name); err != nil { log.Fatal(err) } // fmt.Printf("name:%s ,id:is %d\n", name, id) } end = time.Now() fmt.Println("方式2 query total time:",end.Sub(start).Seconds()) //方式3 query start = time.Now() tx,_ := db.Begin() defer tx.Commit() rows,_ = tx.Query("SELECT uid,username FROM USER") defer rows.Close() for rows.Next(){ var name string var id int if err := rows.Scan(&id,&name); err != nil { log.Fatal(err) } //fmt.Printf("name:%s ,id:is %d\n", name, id) } end = time.Now() fmt.Println("方式3 query total time:",end.Sub(start).Seconds()) } func insert() { //方式1 insert //strconv,int转string:strconv.Itoa(i) start := time.Now() for i := 1001;i<=1100;i++{ //每次循环内部都会去连接池获取一个新的连接,效率低下 db.Exec("INSERT INTO user(uid,username,age) values(?,?,?)",i,"user"+strconv.Itoa(i),i-1000) } end := time.Now() fmt.Println("方式1 insert total time:",end.Sub(start).Seconds()) //方式2 insert start = time.Now() for i := 1101;i<=1200;i++{ //Prepare函数每次循环内部都会去连接池获取一个新的连接,效率低下 stm,_ := db.Prepare("INSERT INTO user(uid,username,age) values(?,?,?)") stm.Exec(i,"user"+strconv.Itoa(i),i-1000) stm.Close() } end = time.Now() fmt.Println("方式2 insert total time:",end.Sub(start).Seconds()) //方式3 insert start = time.Now() stm,_ := db.Prepare("INSERT INTO user(uid,username,age) values(?,?,?)") for i := 1201;i<=1300;i++{ //Exec内部并没有去获取连接,为什么效率还是低呢? stm.Exec(i,"user"+strconv.Itoa(i),i-1000) } stm.Close() end = time.Now() fmt.Println("方式3 insert total time:",end.Sub(start).Seconds()) //方式4 insert start = time.Now() //Begin函数内部会去获取连接 tx,_ := db.Begin() for i := 1301;i<=1400;i++{ //每次循环用的都是tx内部的连接,没有新建连接,效率高 tx.Exec("INSERT INTO user(uid,username,age) values(?,?,?)",i,"user"+strconv.Itoa(i),i-1000) } //最后释放tx内部的连接 tx.Commit() end = time.Now() fmt.Println("方式4 insert total time:",end.Sub(start).Seconds()) //方式5 insert start = time.Now() for i := 1401;i<=1500;i++{ //Begin函数每次循环内部都会去连接池获取一个新的连接,效率低下 tx,_ := db.Begin() tx.Exec("INSERT INTO user(uid,username,age) values(?,?,?)",i,"user"+strconv.Itoa(i),i-1000) //Commit执行后连接也释放了 tx.Commit() } end = time.Now() fmt.Println("方式5 insert total time:",end.Sub(start).Seconds()) }
程序输出结果:
方式1 insert total time: 3.7952171
方式2 insert total time: 4.3162468
方式3 insert total time: 4.3392482
方式4 insert total time: 0.3970227
方式5 insert total time: 7.3894226
方式1 query total time: 0.0070004
方式2 query total time: 0.0100006
方式3 query total time: 0.0100006
方式1 update total time: 7.3394198
方式2 update total time: 7.8464488
方式3 update total time: 6.0053435
方式4 update total time: 0.6630379000000001
方式5 update total time: 4.5402597
方式1 query total time: 0.0070004
方式2 query total time: 0.0060004
方式3 query total time: 0.008000400000000001
方式1 delete total time: 3.8652211000000003
方式2 delete total time: 3.8582207
方式3 delete total time: 3.6972114
方式4 delete total time: 0.43202470000000004
方式5 delete total time: 3.7972172
6. 深入内部分析原因分析
(1)sql.Open("mysql", "username:pwd@/databasename")
功能:返回一个DB对象,DB对象对于多个goroutines并发使用是安全的,DB对象内部封装了连接池。
实现:open函数并没有创建连接,它只是验证参数是否合法。然后开启一个单独goroutines去监听是否需要建立新的连接,当有请求建立新连接时就创建新连接。
注意:open函数应该被调用一次,通常是没必要close的。
(2)DB.Exec()
功能:执行不返回行(row)的查询,比如INSERT,UPDATE,DELETE
实现:DB交给内部的exec方法负责查询。exec会首先调用DB内部的conn方法从连接池里面获得一个连接。然后检查内部的driver.Conn实现了Execer接口没有,如果实现了该接口,会调用Execer接口的Exec方法执行查询;否则调用Conn接口的Prepare方法负责查询。
(3)DB.Query()
功能:用于检索(retrieval),比如SELECT
实现:DB交给内部的query方法负责查询。query首先调用DB内部的conn方法从连接池里面获得一个连接,然后调用内部的queryConn方法负责查询。
(4)DB.QueryRow()
功能:用于返回单行的查询
实现:转交给DB.Query()查询
(5)db.Prepare()
功能:返回一个Stmt。Stmt对象可以执行Exec,Query,QueryRow等操作。
实现:DB交给内部的prepare方法负责查询。prepare首先调用DB内部的conn方法从连接池里面获得一个连接,然后调用driverConn的prepareLocked方法负责查询。
Stmt相关方法:
st.Exec()
st.Query()
st.QueryRow()
st.Close()
(6)db.Begin()
功能:开启事务,返回Tx对象。调用该方法后,这个TX就和指定的连接绑定在一起了。一旦事务提交或者回滚,该事务绑定的连接就还给DB的连接池。
实现:DB交给内部的begin方法负责处理。begin首先调用DB内部的conn方法从连接池里面获得一个连接,然后调用Conn接口的Begin方法获得一个TX。
TX相关方法:
//内部执行流程和上面那些差不多,只是没有先去获取连接的一步,因为这些操作是和TX关联的,Tx建立的时候就和一个连接绑定了,所以这些操作内部共用一个TX内部的连接。
tx.Exec()
tx.Query()
tx.QueryRow()
tx.Prepare()
tx.Commit()
tx.Rollback()
tx.Stmt()//用于将一个已存在的statement和tx绑定在一起。一个statement可以不和tx关联,比如db.Prepare()返回的statement就没有和TX关联。
例子:
updateMoney, err := db.Prepare("UPDATE balance SET money=money+? WHERE id=?") ... tx, err := db.Begin() ... res, err := tx.Stmt(updateMoney).Exec(123.45, 98293203)
(7)源码中Stmt的定义
// Stmt is a prepared statement. Stmt is safe for concurrent use by multiple goroutines. type Stmt struct { // Immutable: db *DB // where we came from query string // that created the Stmt stickyErr error // if non-nil, this error is returned for all operations closemu sync.RWMutex // held exclusively during close, for read otherwise. // If in a transaction, else both nil: tx *Tx txsi *driverStmt mu sync.Mutex // protects the rest of the fields closed bool // css is a list of underlying driver statement interfaces // that are valid on particular connections. This is only // used if tx == nil and one is found that has idle // connections. If tx != nil, txsi is always used. css []connStmt }
(7)几个主要struct的内部主要的数据结构
参考资料
https://github.com/golang/go/wiki/SQLInterface
https://github.com/go-sql-driver/mysql/
http://golang.org/pkg/database/sql/