• MySQL主从


    MySQL主从

    一. 主从介绍

    • MySQL主从又叫做Replication、AB复制。简单讲就是A和B两台机器做主从后,在A上写数据,另外一台B也会跟着写数据,两者数据实时同步的

    1. 作用

    • 实时灾备,用于故障切换
      • 某一台主机发生故障另外一台可以替换
    • 读写分离,提供查询服务
    • 备份,避免影响业务
      • 它备份的是服务器,实例

    2. 主从形式,Master-Slave

    • 一主一从 ,写操作比较少,读操作比较多,(例京东)
    • 主主复制,数据同步,使用共享存储
    • 一主多从 — 扩展系统读取的性能,因为读是在从库读取的
    • 多主一从 — 5.7开始支持,在写操作比较多,读操作比较少,(例12306购票)
    • 联级复制

    在这里插入图片描述

    3. 主从复制原理

    • 主从复制步骤:
      • 主库将所有的写操作记录到binlog日志中并生成一个log dump线程,将binlog日志传给从库的I/O线程
      • 从库生成两个线程,一个I/O(硬盘)线程,一个SQL线程
        • I/O线程去请求主库的binlog,并将得到的binlog日志写到relay log(中继日志) 文件中
        • SQL线程,会读取relay log文件中的日志,并解析成具体操作,来实现主从的操作一致,达到最终数据一致的目的

    在这里插入图片描述

    • 主,将所有写操作记录到binlog日志
    • 从,I/O

    4. 主从复制配置

    4.1 主从复制配置步骤:
    1. 确保从数据库与主数据库里的数据一样
    2. 在主数据库里创建一个同步账号授权给从数据库使用
    3. 配置主数据库(修改配置文件)
    4. 配置从数据库(修改配置文件)
    4.2 需求:
    • 搭建两台MySQL服务器,一台作为主服务器,一台作为从服务器,主服务器进行写操作,从服务器进行读操作
    4.3 环境
    数据库角色IP应用与系统版本有无数据
    主数据库192.168.232.134Red Hat Enterprise Linux release 8.5 (Ootpa)
    mysql-5.7
    有数据
    从数据库192.168.232.128Red Hat Enterprise Linux release 8.5 (Ootpa)
    mysql-5.7
    无数据

    5. 先创建主数据

    134
    mysql> create database school;
    Query OK, 1 row affected (0.01 sec)
    
    mysql> use school;
    Database changed
    mysql> create table tb_student_info(id int not null primary key auto_increment,name varchar(30),age tinyint,sex varchar(6),height
    int,course_id int);
    Query OK, 0 rows affected (0.13 sec)
    
    mysql> insert into tb_student_info(name,age,sex,height,course_id) values('danny',25,'M',160,1),('green',23,'M',158,2),('henry',23,'F',185,1),('jane',23,'M',162,3),('jim',22,'F',175,2),('john',21,'F',172,4),('lily',22,'M',165,4),('susan',23,'M',170,5),('thomas',22,'F',178,5),('tom',23,'F',165,5);
    Query OK, 10 rows affected (0.13 sec)
    Records: 10  Duplicates: 0  Warnings: 0
    mysql> select * from tb_student_info;
    +----+--------+------+------+--------+-----------+
    | id | name   | age  | sex  | height | course_id |
    +----+--------+------+------+--------+-----------+
    |  1 | danny  |   25 | M    |    160 |         1 |
    |  2 | green  |   23 | M    |    158 |         2 |
    |  3 | henry  |   23 | F    |    185 |         1 |
    |  4 | jane   |   23 | M    |    162 |         3 |
    |  5 | jim    |   22 | F    |    175 |         2 |
    |  6 | john   |   21 | F    |    172 |         4 |
    |  7 | lily   |   22 | M    |    165 |         4 |
    |  8 | susan  |   23 | M    |    170 |         5 |
    |  9 | thomas |   22 | F    |    178 |         5 |
    | 10 | tom    |   23 | F    |    165 |         5 |
    +----+--------+------+------+--------+-----------+
    10 rows in set (0.00 sec)
    
    mysql> 
    mysql> create table tb_coursse(id int not null primary key auto_increment,course_name varchar(30));
    Query OK, 0 rows affected (0.17 sec)
    
    mysql> insert into tb_coursse(course_name) values('java'),('mysql'),('python'),('go'),('c++');
    Query OK, 5 rows affected (0.10 sec)
    Records: 5  Duplicates: 0  Warnings: 0
    
    mysql> select * from tb_coursse;
    +----+-------------+
    | id | course_name |
    +----+-------------+
    |  1 | java        |
    |  2 | mysql       |
    |  3 | python      |
    |  4 | go          |
    |  5 | c++         |
    +----+-------------+
    5 rows in set (0.00 sec)
    
    mysql> 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47
    • 48
    • 49
    • 50
    • 51

    6. mysql主从配置

    • 确保从数据库与主数据库里的数据一样,先全备主数据库并还原到从数据库中
    主库134
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | school             |
    | sys                |
    +--------------------+
    5 rows in set (0.01 sec)
    
    mysql> 
    从库128
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | sys                |
    +--------------------+
    4 rows in set (0.00 sec)
    
    mysql> 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 全备主库,全备主库时需要另开一个终端,给数据库加上读锁,避免在备份期间有其他人在写入导致数据不一致
    mysql> flush tables with read lock;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> 
    此锁表的终端必须在备份完成以后才能退出
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 备份主库并将备份文件传送到从库
    [root@134h ~]# mysqldump -uroot -prun123456 --all-databases > all-$(date '+%Y%m%d%H%M%S').mysql
    mysqldump: [Warning] Using a password on the command line interface can be insecure.
    [root@134h ~]# ls
    all-20220702184959.mysql  anaconda-ks.cfg  pass
    [root@134h ~]# 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 备份主库并将备份文件传送到从库
    [root@134h ~]# ls
    all-20220702184959.mysql  anaconda-ks.cfg  pass
    [root@134h ~]# scp all-20220702184959.mysql root@192.168.232.128:/root/
    The authenticity of host '192.168.232.128 (192.168.232.128)' can't be established.
    ECDSA key fingerprint is SHA256:K5PZWAGixN2F0s4CX9AnYLG7WeRbA6adXzDLI4JRIpQ.
    Are you sure you want to continue connecting (yes/no/[fingerprint])? yes
    Warning: Permanently added '192.168.232.128' (ECDSA) to the list of known hosts.
    root@192.168.232.128's password: 
    all-20220702184959.mysql       100%  857KB  13.7MB/s   00:00    
    [root@134h ~]# 
    
    [root@128m ~]# ls
    3306.pass  3308.pass                 anaconda-ks.cfg
    3307.pass  all-20220702184959.mysql
    [root@128m ~]# 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 解除主库的锁表状态,直接退出交互式界面即可
    mysql> flush tables with read lock;
    Query OK, 0 rows affected (0.00 sec)
    
    mysql> quit
    Bye
    [root@134h ~]# 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 在从库上恢复主库的备份并查看从库有哪些库,确保与主库一致
    [root@128m ~]# ls
    3306.pass  3308.pass                 anaconda-ks.cfg
    3307.pass  all-20220702184959.mysql
    [root@128m ~]# mysql -uroot -prun123456 -S /tmp/mysql3306.sock < all-20220702184959.mysql 
    mysql: [Warning] Using a password on the command line interface can be insecure.
    [root@128m ~]# 
    
    查看
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | school             |
    | sys                |
    +--------------------+
    5 rows in set (0.00 sec)
    
    mysql> 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    6.1 在主数据库里创建一个同步账号授权给从数据库使用
    mysql> create user 'repl'@'192.168.232.128' identified by 'repl123';
    
    Query OK, 0 rows affected, 1 warning (0.00 sec)
    mysql> grant replication slave on *.* to 'repl'@'192.168.232.128';
    mysql> flush privileges;
    Query OK, 0 rows affected (0.00 sec)
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    6.2 配置主数据库
    [root@134h ~]# vim /etc/my.cnf 
    [root@134h ~]# cat /etc/my.cnf 
    [mysqld] 
    basedir = /usr/local/mysql 
    datadir = /opt/data 
    socket = /tmp/mysql.sock 
    port = 3306 
    pid-file = /opt/data/mysql.pid 
    user = mysql
    skip-name-resolve 
    sql-mode = STRICT_TRANS_TABLES,NO_ZERO_IN_DATE,NO_ZERO_DATE,ERROR_FOR_DIVISION_BY_ZERO,NO_AUTO_CREATE_USER,NO_ENGINE_SUBSTITUTION
    
    server-id = 10 数据库服务器唯一标识符,主库的server-id值必须比从库的小
    log-bin = mysql_bin //启用binlog日志
    [root@134h ~]# 
    
    重启mysql服务
    [root@134h ~]# systemctl restart mysqld
    [root@134h ~]# systemctl status mysqld
    ● mysqld.service - mysql server daemon
       Loaded: loaded (/usr/lib/systemd/system/mysqld.service; enabl>
       Active: active (running) since Sat 2022-07-02 22:07:46 CST; 4>
      Process: 1315650 ExecStop=/usr/local/mysql/support-files/mysql>
      Process: 1315981 ExecStart=/usr/local/mysql/support-files/mysq>
     Main PID: 1315995 (mysqld_safe)
        Tasks: 28 (limit: 23502)
       Memory: 180.8M
       CGroup: /system.slice/mysqld.service
               ├─1315995 /bin/sh /usr/local/mysql/bin/mysqld_safe -->
               └─1316221 /usr/local/mysql/bin/mysqld --basedir=/usr/>
    
    Jul 02 22:07:45 134h.example.com systemd[1]: mysqld.service: Suc>
    Jul 02 22:07:45 134h.example.com systemd[1]: Stopped mysql serve>
    Jul 02 22:07:45 134h.example.com systemd[1]: Starting mysql serv>
    Jul 02 22:07:46 134h.example.com mysqld[1315981]: Starting MySQL>
    Jul 02 22:07:46 134h.example.com systemd[1]: Started mysql serve>
    [root@134h ~]# 
    
    进入
    [root@134h ~]# mysql -uroot -prun123456
    查看
    mysql> show master status;
    +------------------+----------+--------------+------------------+-------------------+
    | File             | Position | Binlog_Do_DB | Binlog_Ignore_DB | Executed_Gtid_Set |
    +------------------+----------+--------------+------------------+-------------------+
    | mysql_bin.000002 |      154 |              |                  |                   |
    +------------------+----------+--------------+------------------+-------------------+
    1 row in set (0.00 sec)
    
    mysql> 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47
    • 48
    • 49
    • 50

    7. 配置从数据库

    [root@128m ~]# vim /etc/my.cnf 
    [root@128m ~]# cat /etc/my.cnf 
    [mysqld_multi]
    mysqld = /usr/local/mysql/bin/mysqld_safe
    mysqladmin = /usr/local/mysql/bin/mysqladmin
    
    [mysqld3306]
    datadir = /opt/data/3306
    port = 3306
    socket = /tmp/mysql3306.sock
    pid-file = /opt/data/3306/mysql_3306.pid
    log-error = /var/log/3306.log
    server-id = 20
    relay-log = myrelay
    
    
    [mysqld3307]
    datadir = /opt/data/3307
    port = 3307
    socket = /tmp/mysql3307.sock
    pid-file = /opt/data/3307/mysql_3307.pid
    log-error = /var/log/3307.log
    
    [mysqld3308]
    datadir = /opt/data/3308
    port = 3308
    socket = /tmp/mysql3308.sock
    pid-file = /opt/data/3308/mysql_3308.pid
    log-error = /var/log/3308.log
    [root@128m ~]# 
    
    重启从库
    [root@128m ~]# systemctl restart sql3306
    [root@128m ~]# systemctl status sql3306
    * sql3306.service - 3306 server daemon
       Loaded: loaded (/usr/lib/systemd/system/sql3306.service; enab>
       Active: active (running) since Sat 2022-07-02 22:13:26 CST; 7>
      Process: 860294 ExecStop=/usr/bin/ps -ef|grep 3306|grep -v gre>
      Process: 860472 ExecStart=/usr/local/mysql/bin/mysqld_multi st>
     Main PID: 860478 (mysqld_safe)
        Tasks: 28 (limit: 23502)
       Memory: 182.0M
       CGroup: /system.slice/sql3306.service
               |-860478 /bin/sh /usr/local/mysql/bin/mysqld_safe --d>
               `-860642 /usr/local/mysql/bin/mysqld --basedir=/usr/l>
    
    Jul 02 22:13:25 128m systemd[1]: Starting 3306 server daemon...
    Jul 02 22:13:26 128m systemd[1]: Started 3306 server daemon.
    [root@128m ~]# 
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47
    • 48
    • 49
    7.1 配置并启动主从复制
    mysql> change master to
        -> master_host='192.168.232.134',
        -> master_user='repl',
        -> master_password='repl123',
        -> master_log_file='mysql_bin.000002',
        -> master_log_pos=154;
    Query OK, 0 rows affected, 2 warnings (0.13 sec)
    
    mysql> start slave;
    Query OK, 0 rows affected (0.10 sec)
    
    mysql> 
    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    7.2 查看从服务器状态
    mysql> show slave status\G
    *************************** 1. row ***************************
                   Slave_IO_State: Connecting to master
                      Master_Host: 192.168.232.128
                      Master_User: repl
                      Master_Port: 3306
                    Connect_Retry: 60
                  Master_Log_File: mysql_bin.000002
              Read_Master_Log_Pos: 154
                   Relay_Log_File: myrelay.000001
                    Relay_Log_Pos: 4
            Relay_Master_Log_File: mysql_bin.000002
    Slave_IO_Running: Connecting   Yes//此处必须为Yes
                Slave_SQL_Running: Yes//此处必须为Yes
                  Replicate_Do_DB: 
              Replicate_Ignore_DB: 
               Replicate_Do_Table: 
           Replicate_Ignore_Table: 
          Replicate_Wild_Do_Table: 
      Replicate_Wild_Ignore_Table: 
    
    
    关闭防火墙
    [root@128m ~]# systemctl disable --now firewalld
    [root@128m ~]# systemctl stop firewalld
    [root@128m ~]# systemctl status firewalld
    * firewalld.service - firewalld - dynamic firewall daemon
       Loaded: loaded (/usr/lib/systemd/system/firewalld.service; di>
       Active: inactive (dead)
         Docs: man:firewalld(1)
    
      
    再次查看
    mysql> show slave status\G
    *************************** 1. row ***************************
                   Slave_IO_State: Waiting for master to send event
                      Master_Host: 192.168.232.134
                      Master_User: repl
                      Master_Port: 3306
                    Connect_Retry: 60
                  Master_Log_File: mysql_bin.000002
              Read_Master_Log_Pos: 154
                   Relay_Log_File: myrelay.000002
                    Relay_Log_Pos: 320
            Relay_Master_Log_File: mysql_bin.000002
                 Slave_IO_Running: Yes
                Slave_SQL_Running: Yes//生效
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47

    8. 验证

    主库
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | school             |
    | sys                |
    +--------------------+
    5 rows in set (0.00 sec)
    
    mysql> 
    从库
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | school             |
    | sys                |
    +--------------------+
    5 rows in set (0.00 sec)
    
    mysql>   
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    8.1 在主库上使用,增删改
    主库,删除
    mysql> drop database school;
    Query OK, 2 rows affected (0.25 sec)
    
    mysql> 
    
    从库
    mysql> show databases;
    +--------------------+
    | Database           |
    +--------------------+
    | information_schema |
    | mysql              |
    | performance_schema |
    | sys                |
    +--------------------+
    4 rows in set (0.00 sec)
    
    mysql> 
    
    主库,创建
    mysql> create database school;
    Query OK, 1 row affected (0.00 sec)
    
    mysql> use school;
    Database changed
    mysql> create table tb_student_info(id int not null primary key auto_increment,name varchar(30),age tinyint,sex varchar(6),height int,course_id int);
    Query OK, 0 rows affected (0.13 sec)
    
    mysql> insert into tb_student_info(name,age,sex,height,course_id) values('danny',25,'M',160,1),('green',23,'M',158,2),('henry',23,'F',185,1),('jane',23,'M',162,3),('jim',22,'F',175,2),('john',21,'F',172,4),('lily',22,'M',165,4),('susan',23,'M',170,5),('thomas',22,'F',178,5),('tom',23,'F',165,5);
    Query OK, 10 rows affected (0.11 sec)
    Records: 10  Duplicates: 0  Warnings: 0
    
    mysql> 
    
    从库
    mysql> use school;
    Reading table information for completion of table and column names
    You can turn off this feature to get a quicker startup with -A
    
    Database changed
    mysql> show tables;
    +------------------+
    | Tables_in_school |
    +------------------+
    | tb_student_info  |
    +------------------+
    1 row in set (0.00 sec)
    
    mysql> select * from tb_student_info;
    +----+--------+------+------+--------+-----------+
    | id | name   | age  | sex  | height | course_id |
    +----+--------+------+------+--------+-----------+
    |  1 | danny  |   25 | M    |    160 |         1 |
    |  2 | green  |   23 | M    |    158 |         2 |
    |  3 | henry  |   23 | F    |    185 |         1 |
    |  4 | jane   |   23 | M    |    162 |         3 |
    |  5 | jim    |   22 | F    |    175 |         2 |
    |  6 | john   |   21 | F    |    172 |         4 |
    |  7 | lily   |   22 | M    |    165 |         4 |
    |  8 | susan  |   23 | M    |    170 |         5 |
    |  9 | thomas |   22 | F    |    178 |         5 |
    | 10 | tom    |   23 | F    |    165 |         5 |
    +----+--------+------+------+--------+-----------+
    10 rows in set (0.00 sec)
    
    mysql> 
    
    主库,修改
    mysql> update tb_student_info set height = 177 where name = 'green';
    Query OK, 1 row affected (0.15 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    mysql> update tb_student_info set age = 26 where name = 'lily';
    Query OK, 1 row affected (0.00 sec)
    Rows matched: 1  Changed: 1  Warnings: 0
    
    从库
    mysql> select * from tb_student_info;
    +----+--------+------+------+--------+-----------+
    | id | name   | age  | sex  | height | course_id |
    +----+--------+------+------+--------+-----------+
    |  1 | danny  |   25 | M    |    160 |         1 |
    |  2 | green  |   23 | M    |    177 |         2 |
    |  3 | henry  |   23 | F    |    185 |         1 |
    |  4 | jane   |   23 | M    |    162 |         3 |
    |  5 | jim    |   22 | F    |    175 |         2 |
    |  6 | john   |   21 | F    |    172 |         4 |
    |  7 | lily   |   26 | M    |    165 |         4 |
    |  8 | susan  |   23 | M    |    170 |         5 |
    |  9 | thomas |   22 | F    |    178 |         5 |
    | 10 | tom    |   23 | F    |    165 |         5 |
    +----+--------+------+------+--------+-----------+
    10 rows in set (0.00 sec)
    
                    
    主库,删除
    mysql> delete from tb_student_info where name = 'john';
    Query OK, 1 row affected (0.00 sec)
    
    mysql> delete from tb_student_info where name = 'thomas';
    Query OK, 1 row affected (0.00 sec)
    
    mysql> 
                    
                    
    从库
    mysql> select * from tb_student_info;
    +----+-------+------+------+--------+-----------+
    | id | name  | age  | sex  | height | course_id |
    +----+-------+------+------+--------+-----------+
    |  1 | danny |   25 | M    |    160 |         1 |
    |  2 | green |   23 | M    |    177 |         2 |
    |  3 | henry |   23 | F    |    185 |         1 |
    |  4 | jane  |   23 | M    |    162 |         3 |
    |  5 | jim   |   22 | F    |    175 |         2 |
    |  7 | lily  |   26 | M    |    165 |         4 |
    |  8 | susan |   23 | M    |    170 |         5 |
    | 10 | tom   |   23 | F    |    165 |         5 |
    +----+-------+------+------+--------+-----------+
    8 rows in set (0.00 sec)                    
    
    • 1
    • 2
    • 3
    • 4
    • 5
    • 6
    • 7
    • 8
    • 9
    • 10
    • 11
    • 12
    • 13
    • 14
    • 15
    • 16
    • 17
    • 18
    • 19
    • 20
    • 21
    • 22
    • 23
    • 24
    • 25
    • 26
    • 27
    • 28
    • 29
    • 30
    • 31
    • 32
    • 33
    • 34
    • 35
    • 36
    • 37
    • 38
    • 39
    • 40
    • 41
    • 42
    • 43
    • 44
    • 45
    • 46
    • 47
    • 48
    • 49
    • 50
    • 51
    • 52
    • 53
    • 54
    • 55
    • 56
    • 57
    • 58
    • 59
    • 60
    • 61
    • 62
    • 63
    • 64
    • 65
    • 66
    • 67
    • 68
    • 69
    • 70
    • 71
    • 72
    • 73
    • 74
    • 75
    • 76
    • 77
    • 78
    • 79
    • 80
    • 81
    • 82
    • 83
    • 84
    • 85
    • 86
    • 87
    • 88
    • 89
    • 90
    • 91
    • 92
    • 93
    • 94
    • 95
    • 96
    • 97
    • 98
    • 99
    • 100
    • 101
    • 102
    • 103
    • 104
    • 105
    • 106
    • 107
    • 108
    • 109
    • 110
    • 111
    • 112
    • 113
    • 114
    • 115
    • 116
    • 117
    • 118
    • 119
    • 120
    • 121
  • 相关阅读:
    Jmeter链接PostgreSql获取数据
    深度学习中激活函数的演变与应用:一个综述
    【跨境电商平台】Magento VS Shopify,选谁进行独立站建站?
    jsp+sql毕业生招聘系统免费系统+论文
    独立产品灵感周刊 DecoHack #040 - Google公布2022年度最佳应用榜单
    云呐|固定资产管理系统功能包括哪些?
    柴油发电机测试的工作原理
    python基础之面向对象
    《中秋佳节倍思亲》——2022年这场中秋
    Python3 module 'cups' has no attribute 'Connection'
  • 原文地址:https://blog.csdn.net/mushuangpanny/article/details/125579134