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  • 数据库开发——MySQL——内置功能

    一、视图

    视图本质上是根据SQL语句获取的动态数据集并命名存储在内存中的虚拟表。

    用户使用时只需使用视图的名称即可获取其数据集并当做表来使用。

    使用视图我们可以吧查询过程中的临时表存储为视图,这样以后该再想操作该临时数据表时就无需重写复杂的SQL了,直接去视图里查找即可。

    但视图有明显地效率问题,并且视图是存放在数据库中的,如果程序中使用的SQL过分依赖数据库中的视图,即强耦合,那就意味着扩展SQL极为不便。

    1.创建视图

    语法:CREATE VIEW 视图名称 AS SQL语句

    mysql> create view 201_view as select * from employee where dep_id = 201;
    Query OK, 0 rows affected (0.31 sec)
    
    mysql> select * from 201_view;
    +----+---------+--------+------+--------+
    | id | name    | sex    | age  | dep_id |
    +----+---------+--------+------+--------+
    |  3 | wupeiqi | male   |   38 |    201 |
    |  8 | Coco    | female |   19 |    201 |
    +----+---------+--------+------+--------+
    2 rows in set (0.00 sec)
    

    注意:

    1. 使用视图以后就无需每次都重写子查询的sql,但是这么效率并不高,还不如我们写子查询的效率高。

    2. 视图是存放到数据库里的,如果程序中的sql过分依赖于数据库中存放的视图,一旦sql需要修改且涉及到视图的部分,则必须去数据库中进行修改,而通常在公司中数据库有专门的DBA负责,极其地不方便

    2.修改视图

    修改视图会导致原始表中的数据也跟着改变。

    mysql> update 201_view set dep_id = 200 where name = "Coco";
    Query OK, 2 rows affected (0.21 sec)
    Rows matched: 2  Changed: 2  Warnings: 0
    
    mysql> select * from 201_view;		# 不符合视图条件的会直接被删掉
    +----+---------+------+------+--------+
    | id | name    | sex  | age  | dep_id |
    +----+---------+------+------+--------+
    |  3 | wupeiqi | male |   38 |    201 |
    +----+---------+------+------+--------+
    1 row in set (0.00 sec)
    
    mysql> select * from employee;		# 原始表中的数据被修改
    +----+------------+--------+------+--------+
    | id | name       | sex    | age  | dep_id |
    +----+------------+--------+------+--------+
    |  1 | egon       | male   |   18 |    200 |
    |  3 | wupeiqi    | male   |   38 |    201 |
    |  4 | yuanhao    | female |   28 |    202 |
    |  5 | liwenzhou  | male   |   18 |    200 |
    |  6 | jingliyang | female |   18 |    204 |
    |  8 | Coco       | female |   19 |    200 |
    |  9 | Bei        | female |    2 |    202 |
    | 11 | Coco       | female |   19 |    200 |
    | 12 | Bei        | female |    2 |    202 |
    +----+------------+--------+------+--------+
    9 rows in set (0.00 sec)
    

    3.修改视图

    语法:ALTER VIEW 视图名称 AS SQL语句

    **mysql> alter view 201_view as select * from employee where dep_id = 200;
    Query OK, 0 rows affected (0.46 sec)
    
    mysql> select * from 201_view;
    +----+-----------+--------+------+--------+
    | id | name      | sex    | age  | dep_id |
    +----+-----------+--------+------+--------+
    |  1 | egon      | male   |   18 |    200 |
    |  5 | liwenzhou | male   |   18 |    200 |
    |  8 | Coco      | female |   19 |    200 |
    | 11 | Coco      | female |   19 |    200 |
    +----+-----------+--------+------+--------+
    4 rows in set (0.00 sec)**
    

    4.删除视图

    语法:DROP VIEW 视图名称

    二、触发器

    使用触发器可以定制用户对表进行【增、删、改】操作时前后的行为,注意:没有查询。

    1.创建触发器

    插入触发器

    # 插入前
    CREATE TRIGGER tri_before_insert_tb1 BEFORE INSERT ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    
    # 插入后
    CREATE TRIGGER tri_after_insert_tb1 AFTER INSERT ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    

    删除触发器

    # 删除前
    CREATE TRIGGER tri_before_delete_tb1 BEFORE DELETE ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    
    # 删除后
    CREATE TRIGGER tri_after_delete_tb1 AFTER DELETE ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    

    更新触发器

    # 更新前
    CREATE TRIGGER tri_before_update_tb1 BEFORE UPDATE ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    
    # 更新后
    CREATE TRIGGER tri_after_update_tb1 AFTER UPDATE ON tb1 FOR EACH ROW
    BEGIN
        ...
    END
    

    测试

    创建命令表:

    mysql> CREATE TABLE cmd (
        ->     id INT PRIMARY KEY auto_increment,
        ->     USER CHAR (32),
        ->     priv CHAR (10),
        ->     cmd CHAR (64),
        ->     sub_time datetime, #提交时间
        ->     success enum ('yes', 'no') #0代表执行失败
        -> );
    Query OK, 0 rows affected (1.58 sec)
    

    创建错误日志表:

    mysql> CREATE TABLE errlog (
        ->     id INT PRIMARY KEY auto_increment,
        ->     err_cmd CHAR (64),
        ->     err_time datetime
        -> );
    Query OK, 0 rows affected (0.66 sec)
    

    NEW表示即将插入的数据行,OLD表示即将删除的数据行。

    创建触发器:

    mysql> delimiter //
    mysql> CREATE TRIGGER tri_after_insert_cmd AFTER INSERT ON cmd FOR EACH ROW
        -> BEGIN
        ->     IF NEW.success = 'no' THEN #等值判断只有一个等号
        ->             INSERT INTO errlog(err_cmd, err_time) VALUES(NEW.cmd, NEW.sub_time) ; #必须加分号
        ->       END IF ; #必须加分号
        -> END//
    Query OK, 0 rows affected (0.32 sec)
    
    mysql> delimiter ;
    

    插入数据:

    mysql> INSERT INTO cmd (
        ->     USER,
        ->     priv,
        ->     cmd,
        ->     sub_time,
        ->     success
        -> )
        -> VALUES
        ->     ('Alex','0755','ls -l /etc',NOW(),'yes'),
        ->     ('Alex','0755','cat /etc/passwd',NOW(),'no'),
        ->     ('Alex','0755','useradd xxx',NOW(),'no'),
        ->     ('Alex','0755','ps aux',NOW(),'yes');
    Query OK, 4 rows affected (0.71 sec)
    Records: 4  Duplicates: 0  Warnings: 0
    

    查询错误日志:

    mysql> select * from errlog;
    +----+-----------------+---------------------+
    | id | err_cmd         | err_time            |
    +----+-----------------+---------------------+
    |  1 | cat /etc/passwd | 2020-02-17 17:37:38 |
    |  2 | useradd xxx     | 2020-02-17 17:37:38 |
    +----+-----------------+---------------------+
    2 rows in set (0.06 sec)
    

    2.删除触发器

    drop trigger tri_after_insert_cmd;
    

    三、事务

    事务用于将某些操作的多个SQL作为原子性操作,一旦有某一个出现错误,即可回滚到原来的状态,从而保证数据库数据完整性。

    创建数据和表:

    mysql> create table user(
        -> id int primary key auto_increment,
        -> name char(32),
        -> balance int
        -> );
    Query OK, 0 rows affected (1.09 sec)
    
    mysql> insert into user(name,balance)
        -> values
        -> ('wsb',1000),
        -> ('egon',1000),
        -> ('ysb',1000);
    Query OK, 3 rows affected (0.14 sec)
    Records: 3  Duplicates: 0  Warnings: 0
    
    mysql> select * from user;
    +----+------+---------+
    | id | name | balance |
    +----+------+---------+
    |  1 | wsb  |    1000 |
    |  2 | egon |    1000 |
    |  3 | ysb  |    1000 |
    +----+------+---------+
    3 rows in set (0.03 sec)
    

    正常情况:

    mysql> start transaction;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> update user set balance=900 where name='wsb'; #买支付100元
    Query OK, 1 row affected (0.12 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> update user set balance=1010 where name='egon'; #中介拿走10元
    Query OK, 1 row affected (0.00 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> update user set balance=1090 where name='ysb'; #卖家拿到90元
    Query OK, 1 row affected (0.00 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> commit;
    Query OK, 0 rows affected (0.15 sec)
    
    mysql> select * from user;
    +----+------+---------+
    | id | name | balance |
    +----+------+---------+
    |  1 | wsb  |     900 |
    |  2 | egon |    1010 |
    |  3 | ysb  |    1090 |
    +----+------+---------+
    3 rows in set (0.00 sec)
    

    出现错误的情况:

    mysql> start transaction;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> update user set balance=900 where name='wsb'; #买支付100元
    Query OK, 1 row affected (0.00 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> update user set balance=1010 where name='egon'; #中介拿走10元
    Query OK, 1 row affected (0.00 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> uppdate user set balance=1090 where name='ysb'; #卖家拿到90元,出现异常没有拿到
    ERROR 1064 (42000): You have an error in your SQL syntax; check the manual that corresponds to your MySQL server version for the right syntax to use near 'uppdate user set balance=1090 where name='ysb'' at line 1
    mysql> rollback;
    Query OK, 0 rows affected (0.04 sec)
    
    mysql> commit;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> select * from user;
    +----+------+---------+
    | id | name | balance |
    +----+------+---------+
    |  1 | wsb  |    1000 |
    |  2 | egon |    1000 |
    |  3 | ysb  |    1000 |
    +----+------+---------+
    3 rows in set (0.00 sec)
    

    实现原理

    delimiter //
    create PROCEDURE p5(
        OUT p_return_code tinyint
    )
    BEGIN 
        DECLARE exit handler for sqlexception 
        BEGIN 
            -- ERROR 
            set p_return_code = 1; 
            rollback; 
        END; 
    
        DECLARE exit handler for sqlwarning 
        BEGIN 
            -- WARNING 
            set p_return_code = 2; 
            rollback; 
        END; 
    
        START TRANSACTION; 
            DELETE from tb1; #执行失败
            insert into blog(name,sub_time) values('yyy',now());
        COMMIT; 
    
        -- SUCCESS 
        set p_return_code = 0; #0代表执行成功
    
    END //
    delimiter ;
    

    四、存储过程

    存储过程包含了一系列可执行的sql语句,存储过程存放于MySQL中,通过调用它的名字可以执行其内部的一堆sql。

    使用存储过程的优点:

    1.用于替代程序写的SQL语句,实现程序与sql解耦
    2.基于网络传输,传别名的数据量小,而直接传sql数据量大
    

    使用存储过程的缺点:

    1. 程序员扩展功能不方便
    

    1.无参的存储过程

    mysql> delimiter //
    mysql> create procedure p1()
        -> begin
        ->  select * from employee;
        ->  insert into employee(name, sex, age, dep_id) values ("Alex", "male", 19, 200);
        -> end //
    Query OK, 0 rows affected (0.42 sec)
    
    mysql> delimiter ;
    
    mysql> show create procedure p1;
    +-----------+--------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+----------------------+--------------------+
    | Procedure | sql_mode           | Create Procedure                                                                                                                                                      | character_set_client | collation_connection | Database Collation |
    +-----------+--------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+----------------------+--------------------+
    | p1        | ONLY_FULL_GROUP_BY | CREATE DEFINER=`root`@`localhost` PROCEDURE `p1`()
    begin
            select * from employee;
            insert into employee(name, sex, age, dep_id) values ("Alex", "male", 19, 200);
    end | utf8                 | utf8_general_ci      | utf8_general_ci    |
    +-----------+--------------------+-----------------------------------------------------------------------------------------------------------------------------------------------------------------------+----------------------+----------------------+--------------------+
    1 row in set (0.11 sec)
    

    在MySQL中调用:

    mysql> call p1();
    +----+------------+--------+------+--------+
    | id | name       | sex    | age  | dep_id |
    +----+------------+--------+------+--------+
    |  1 | egon       | male   |   18 |    200 |
    |  3 | wupeiqi    | male   |   38 |    201 |
    |  4 | yuanhao    | female |   28 |    202 |
    |  5 | liwenzhou  | male   |   18 |    200 |
    |  6 | jingliyang | female |   18 |    204 |
    |  8 | Coco       | female |   19 |    200 |
    |  9 | Bei        | female |    2 |    202 |
    | 11 | Coco       | female |   19 |    200 |
    | 12 | Bei        | female |    2 |    202 |
    +----+------------+--------+------+--------+
    9 rows in set (0.11 sec)
    
    Query OK, 1 row affected (0.23 sec)
    
    mysql> select * from employee;
    +----+------------+--------+------+--------+
    | id | name       | sex    | age  | dep_id |
    +----+------------+--------+------+--------+
    |  1 | egon       | male   |   18 |    200 |
    |  3 | wupeiqi    | male   |   38 |    201 |
    |  4 | yuanhao    | female |   28 |    202 |
    |  5 | liwenzhou  | male   |   18 |    200 |
    |  6 | jingliyang | female |   18 |    204 |
    |  8 | Coco       | female |   19 |    200 |
    |  9 | Bei        | female |    2 |    202 |
    | 11 | Coco       | female |   19 |    200 |
    | 12 | Bei        | female |    2 |    202 |
    | 13 | Alex       | male   |   19 |    200 |
    +----+------------+--------+------+--------+
    10 rows in set (0.00 sec)
    

    在python中调用:

    import pymysql
    
    
    conn = pymysql.connect(host="localhost", user="root", password="20001001", database="db")
    cursor = conn.cursor()
    
    cursor.callproc("p1")
    print(cursor.fetchall())
    
    

    输出结果为:

    ((1, 'egon', 'male', 18, 200), (3, 'wupeiqi', 'male', 38, 201), (4, 'yuanhao', 'female', 28, 202), (5, 'liwenzhou', 'male', 18, 200), (6, 'jingliyang', 'female', 18, 204), (8, 'Coco', 'female', 19, 200), (9, 'Bei', 'female', 2, 202), (11, 'Coco', 'female', 19, 200), (12, 'Bei', 'female', 2, 202), (13, 'Alex', 'male', 19, 200))
    

    2.有参的存储过程

    对于存储过程,可以接收参数,其参数有三类:

    in          仅用于传入参数用
    out        	仅用于返回值用
    inout     	既可以传入又可以当作返回值
    
    mysql> delimiter //
    mysql> create procedure p2(inout n1 int)
        -> begin
        ->  select * from employee where id > n1;
        ->  set n1 = 1;
        -> end //
    Query OK, 0 rows affected (0.42 sec)
    
    mysql> delimiter ;
    
    

    在MySQL中调用:

    mysql> set @x = 3;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> call p2(@x);
    +----+------------+--------+------+--------+
    | id | name       | sex    | age  | dep_id |
    +----+------------+--------+------+--------+
    |  4 | yuanhao    | female |   28 |    202 |
    |  5 | liwenzhou  | male   |   18 |    200 |
    |  6 | jingliyang | female |   18 |    204 |
    |  8 | Coco       | female |   19 |    200 |
    |  9 | Bei        | female |    2 |    202 |
    | 11 | Coco       | female |   19 |    200 |
    | 12 | Bei        | female |    2 |    202 |
    | 13 | Alex       | male   |   19 |    200 |
    +----+------------+--------+------+--------+
    8 rows in set (0.01 sec)
    
    Query OK, 0 rows affected (0.10 sec)
    
    mysql> select @x;
    +------+
    | @x   |
    +------+
    |    1 |
    +------+
    1 row in set (0.00 sec)
    

    在python中调用:

    import pymysql
    
    
    conn = pymysql.connect(host="localhost", user="root", password="20001001", database="db")
    cursor = conn.cursor()
    
    cursor.callproc("p2", (3,))
    print(cursor.fetchall())
    
    

    执行结果为:

    ((4, 'yuanhao', 'female', 28, 202), (5, 'liwenzhou', 'male', 18, 200), (6, 'jingliyang', 'female', 18, 204), (8, 'Coco', 'female', 19, 200), (9, 'Bei', 'female', 2, 202), (11, 'Coco', 'female', 19, 200), (12, 'Bei', 'female', 2, 202), (13, 'Alex', 'male', 19, 200))
    

    3.删除存储过程

    drop procedure proc_name;
    
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  • 原文地址:https://www.cnblogs.com/AlexKing007/p/12337961.html
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