第六篇 Mysql数据库

Mysql数据库  

  参考资源:1 sql自学网:http://xuesql.cn/

 

  • 前期准备
    参考链接:https://blog.csdn.net/Python_bh/article/details/109565532?spm=1001.2014.3001.5501

    windows简单命令:

    tasklist | findstr mysql 任务查找

    taskkill /F /PID 17736 强制杀死任务

     


  • mysql相关
    windows安装 链接下载(msi)一键安装
    1. 创建数据库&表结构并录入数据(可以自行创造数据)
    create database day27db default charset utf8 collate utf8_general_ci;
    use day27db;
    drop database day27db;
    drop database IF EXISTS day27db;
    
    2.利用导入数据库命令:
    导入:
    mysql -u root -p  day27db < /Users/wupeiqi/day27db.sql
    
    导出:
    # 结构+数据
    mysqldump -u root -p  day27db > /Users/wupeiqi/day27db2.sql #导出全部数据
    mysqldump -uroot -p dbname test>db.sql # 导出test表的数据与结构
    # 结构 mysqldump -u root -p -d day27db > /Users/wupeiqi/day27db3.sql

    3 创建用户 luffy 并赋予此数据库的所有权限。
    create user 'luffy'@'%' identified by 'root123';
    如果创建失败,先执行下面两步操作,(可能未删除干净)
    ##drop user "root"@'localhost';
    ##flush privileges;
    grant all privileges on day27db.* TO 'luffy'@'%';
    flush privileges;

    1 如果安装mysql出错

    执行:

     
    2 注意 一定要用管理员权限启动(避免错误)
    3添加到用户服务(自启动)

    注意:--install前,必须用mysql启动命令的绝对路径
    # 制作MySQL的Windows服务,在终端执行此命令:
    "c:\mysql-5.7.16-winx64\bin\mysqld" --install
     
    # 移除MySQL的Windows服务,在终端执行此命令:
    "c:\mysql-5.7.16-winx64\bin\mysqld" --remove
     
     
    注册成服务之后,以后再启动和关闭MySQL服务时,仅需执行如下命令:
    # 启动MySQL服务
    net start mysql
     
    # 关闭MySQL服务
    net stop mysql
    ————————————————
    版权声明:本文为CSDN博主「Python_bh」的原创文章,遵循CC 4.0 BY-SA版权协议,转载请附上原文出处链接及本声明。
    原文链接:https://blog.csdn.net/Python_bh/article/details/109565532
    net_start_mysql

    4 Ubuntu Server下启动/停止/重启MySQL数据库的三种方式(ubuntu 16.04)

    启动mysql:
    方式一:sudo /etc/init.d/mysql start 
    方式二:sudo service mysql start
    
    停止mysql:
    方式一:sudo /etc/init.d/mysql stop 
    方式二:sudo service mysql stop
    
    重启mysql:
    方式一:sudo/etc/init.d/mysql restart
    方式二:sudo service mysql restart
    View Code

     5 ubuntu root用户丢失,重新创建

    # 1 找到服务器自带默认用户
    vim /etc/mysql/debian.cnf
    # 2 登录mysql 
    user mysql;
    select * from user \G;#查看用户表
    # 3 参考下面截图创建root用户
    创建root用户

    说明:localhost 应更换为“%”(方便远程连接)

    Host列指定了允许用户登录所使用的IP,比如user=root Host=192.168.1.1。这里的意思就是说root用户只能通过192.168.1.1的客户端去访问。
      而%是个通配符,如果Host=192.168.1.%,那么就表示只要是IP地址前缀为“192.168.1.”的客户端都可以连接。如果Host=%,表示所有IP都有连接权限。、
      这也就是为什么在开启远程连接的时候,大部分人都直接把Host改成%的缘故,为了省事
    root@"%"说明

     

    6 linux修改用户密码

    vim /etc/mysql/mysql.cnf
    
    !includedir /etc/mysql/conf.d/
    !includedir /etc/mysql/mysql.conf.d/
    [mysqld]
    skip-grant-tables
    
    2 修改密码
    update mysql.user set password=password("123") where user="root" and host="localhost";
    skip-grant-tables
    方式二:
    # 前面为旧密码,password后面为新密码 mysqladmin
    -uroot -p123456 password micagent

     

    mysql 格式化输出

    # 使用G按行垂直显示结果
    mysql> select * from db_archivelog\G
    其他参考链接:https://www.cnblogs.com/mayidudu/p/5983696.html

    6 mysql可视化工具(navicat) 
    链接:https://www.aliyundrive.com/s/zrUkgSCQwFZ

    ---相关命令:
    1 tasklist |findstr mysql
    2 taskkill /F /PID 10556 #强制杀死
    
    
    ----windows平台mysql密码设置
    #1 关闭mysql
        - tasklist |findstr mysql
        - taskkill /F /PID 10556 #强制杀死
    #2 在cmd中执行:mysqld --skip-grant-tables
    #3 在cmd中执行:mysql
    #4 执行如下sql:
    update mysql.user set authentication_string=password('') where user = 'root';
    flush privileges;
    
    #5 tskill mysqld #或taskkill -f /PID 7832
    #6 重新启动mysql
    
    
    -----配置文件my.ini
    -统一字符编码
    #mysql5.5以上:修改方式有所改动
    [mysqld]
    character-set-server=utf8
    collation-server=utf8_general_ci
    [client]
    default-character-set=utf8
    [mysql]
    default-character-set=utf8
    密码修改-配置文件
     1 权限管理
     2     1、创建账号
     3         # 本地账号
     4         create user 'egon1'@'localhost' identified by '123'; # mysql -uegon1 -p123
     5         # 远程帐号
     6         create user 'egon2'@'192.168.31.10' identified by '123'; # mysql -uegon2 -p123 -h 服务端ip
     7         create user 'egon3'@'192.168.31.%' identified by '123'; # mysql -uegon3 -p123 -h 服务端ip
     8         create user 'egon3'@'%' identified by '123'; # mysql -uegon3 -p123 -h 服务端ip
     9         
    10     2、授权
    11         user:*.*
    12         db:db1.*
    13         tables_priv:db1.t1
    14         columns_priv:id,name
    15         
    16         grant all on *.* to 'egon1'@'localhost';
    17         grant select on *.* to 'egon1'@'localhost';
    18         revoke select on *.* from 'egon1'@'localhost';
    19         
    20         grant select on db1.* to 'egon1'@'localhost';
    21         revoke select on db1.* from 'egon1'@'localhost';
    22         
    23         
    24         grant select on db1.t2 to 'egon1'@'localhost';
    25         revoke select on db1.t2 from 'egon1'@'localhost';
    26         
    27         grant select(id,name),update(age) on db1.t2 to 'egon1'@'localhost';
    权限管理
    1、数据库服务器:运行数据库管理软件的计算机
    
    2、数据库管理软件:mysql,oracle,db2,slqserver
    
    3、库:文件夹
    
    4、表:文件
    
    5、记录:事物一系列典型的特征:egon,male,18,oldgirl
    
    6、数据:描述事物特征的符号
    1数据库相关概念
     1 SQL语句:
     2 
     3 操作文件夹(库)
     4  5         create database db1 charset utf8;
     6  7         show create database db1;
     8         show databases;
     9 10         alter database db1 charset gbk;
    11 12         drop database db1;
    13 
    14 操作文件(表)
    15     切换文件夹:use db1;
    16     查看当前所在文件夹:select database();
    17     
    18 19         create table t1(id int,name char);
    20 21         show create table t1;
    22         show tables;
    23         desc t1;
    24 25         alter table t1 modify name char(6);
    26         alter table t1 change name NAME char(7);
    27 28         drop table t1;
    29 
    30 操作文件内容(记录)
    31 32         insert t1(id,name) values(1,'egon1'),(2,'egon2'),(3,'egon3');
    33 34         select id,name from db1.t1;
    35         select * from db1.t1;
    36 37         update db1.t1 set name='SB';
    38         update db1.t1 set name='ALEX' where id=2;
    39 40         delete from t1 where id=2;
    41         清空表:
    42              delete from t1;
    43             truncate table t1;(同时删除id)
    2 初识SQL语句
     1 1、什么是存储引擎?
     2     存储引擎就是表的类型
     3 
     4 2、查看MySQL支持的存储引擎
     5     show engines;
     6     
     7     
     8 3、指定表类型/存储引擎
     9     create table t1(id int)engine=innodb;
    10     create table t2(id int)engine=memory;
    11     create table t3(id int)engine=blackhole;
    12     create table t4(id int)engine=myisam;
    13 
    14 
    15     insert into t1 values(1);
    16     insert into t2 values(1);
    17     insert into t3 values(1);
    18     insert into t4 values(1);
    3 存储引擎介绍
     1 create table student(
     2     id int,
     3     name char(6),
     4     born_year year,
     5     birth_date date,
     6     class_time time,
     7     reg_time datetime
     8 );
     9 
    10 insert into student values
    11 (1,'egon',now(),now(),now(),now());
    12 
    13 insert into student values
    14 (2,'alex',"1997","1997-12-12","12:12:12","2017-12-12 12:12:12");
    4 日期类型
     1 char:定长
     2 varchar:变长
     3 
     4 #宽度指的是字符的个数
     5 create table t13(name char(5));
     6 create table t14(name varchar(5));
     7 
     8 insert into t13 values('李杰 '); #'李杰   '
     9 insert into t14 values('李杰 '); #'李杰 '
    10 
    11 
    12 select char_length(name) from t13; #5
    13 select char_length(name) from t14; #3
    14 
    15 
    16 select name from t13 where name='李杰';
    17 select name from t13 where name like '李杰';
    18 
    19 
    20 
    21 
    22 name char(5)
    23 egon |alex |wxx  |
    24 
    25 
    26 name varchar(5)
    27 1bytes+egon|1bytes+alex|1bytes+wxx|
    28 4+egon|4+alex|3+wxx|
    5 字符类型
     1 create table consumer(
     2     id int,
     3     name char(16),
     4     sex enum('male','female','other'),
     5     level enum('vip1','vip2','vip3'),
     6     hobbies set('play','music','read','run')
     7 );
     8 
     9 
    10 insert into consumer values
    11 (1,'egon','male','vip2','music,read');
    12 
    13 insert into consumer values
    14 (1,'egon','xxxxx','vip2','music,read');
    6 枚举和集合类型
     1 create table t15(
     2     id int(11) unsigned zerofill
     3 );
     4 
     5 create table t16(
     6     id int,
     7     name char(6),
     8     sex enum('male','female') not null default 'male'
     9 );
    10 
    11 insert into t16(id,name) values(1,'egon');
    7.1 约束条件not null与default
    unique key
    
    单列唯一
        #方式一
        create table department(
            id int unique,
            name char(10) unique
        );
        #方式二:
        create table department(
            id int,
            name char(10),
            unique(id),
            unique(name)
        );
    
    
    
    
        insert into department values
        (1,'IT'),
        (2,'Sale');
    
    
    联合唯一
    create table services(
        id int,
        ip char(15),
        port int,
        unique(id),
        unique(ip,port)
    );
    
    
    
    insert into services values
    (1,'192.168.11.10',80),
    (2,'192.168.11.10',81),
    (3,'192.168.11.13',80);
    
    
    
    
    insert into services values
    (4,'192.168.11.10',80);
    7.2 unique key
    primary key
    约束:not null unique
    存储引擎(innodb):对于innodb存储引擎来说,一张表内必须有一个主键
    
    # 单列主键
    create table t17(
        id int primary key,
        name char(16)
    );
    
    
    
    insert into t17 values
    (1,'egon'),
    (2,'alex');
    
    insert into t17 values
    (2,'wxx');
    
    insert into t17(name) values
    ('wxx');
    
    create table t18(
        id int not null unique,
        name char(16)
    );
    
    
    
    # 复合主键
    create table t19(
        ip char(15),
        port int,
        primary key(ip,port)
    );
    
    
    insert into t19 values
    ('1.1.1.1',80),
    ('1.1.1.1',81);
    7.3 primary-key
      1 auto_increment
      2 
      3 create table t20(
      4     id int primary key auto_increment,
      5     name char(16)
      6 );
      7 
      8 insert into t20(name) values
      9 ('egon'),
     10 ('alex'),
     11 ('wxx');
     12 
     13 
     14 
     15 insert into t20(id,name) values
     16 (7,'yuanhao');
     17 
     18 insert into t20(name) values
     19 ('egon1'),
     20 ('egon2'),
     21 ('egon3');
     22 
     23 
     24 #了解
     25     show variables like 'auto_inc%';
     26 
     27     #步长:
     28     auto_increment_increment默认为1
     29     #起始偏移量
     30     auto_increment_offset默认1
     31     
     32     #设置步长
     33     set session auto_increment_increment=5;
     34     set global auto_increment_increment=5;
     35     
     36     #设置起始偏移量
     37     set global auto_increment_offset=3;
     38     强调:起始偏移量<=步长
     39     
     40     create table t21(
     41         id int primary key auto_increment,
     42         name char(16)
     43     );
     44     
     45     insert into t21(name) values
     46     ('egon'),
     47     ('alex'),
     48     ('wxx'),
     49     ('yxx');
     50     
     51     
     52 
     53 清空表:
     54     delete from t20;
     55     delete from t20 where id = 3;
     56     insert into t20(name) values
     57     ('xxx');
     58     
     59     truncate t20; #应该用它来清空表
     60     
     61     
     62     
     63 foreign key:建立表之间的关系
     64 
     65 #1、建立表关系:
     66     #先建被关联的表,并且保证被关联的字段唯一
     67     create table dep(
     68         id int primary key,
     69         name char(16),
     70         comment char(50)
     71     );
     72 
     73 
     74     #再建立关联的表
     75     create table emp(
     76         id int primary key,
     77         name char(10),
     78         sex enum('male','female'),
     79         dep_id int,
     80         foreign key(dep_id) references dep(id) 
     81         on delete cascade 
     82         on update cascade
     83     );
     84 
     85 #2、插入数据
     86 #先往被关联表插入记录
     87 insert into dep values
     88 (1,"IT","技术能力有限部门"),
     89 (2,"销售","销售能力不足部门"),
     90 (3,"财务","花钱特别多部门");
     91 
     92 #再往关联表插入记录
     93 insert into emp values
     94 (1,'egon','male',1);
     95 
     96 insert into emp values
     97 (2,'alex','male',1),
     98 (3,'wupeiqi','female',2),
     99 (4,'yuanhao','male',3),
    100 (5,'jinximn','male',2);
    101 
    102 
    103 
    104 
    105 delete from emp where dep_id=1;
    106 delete from dep where id=1;
    107 
    108 
    109 
    110 delete from dep where id=3;
    7.4 自增 &外键
     1 两张表之间的关系:
     2     1、多对一
     3         出版社    书(foreign key(press_id) references press(id))
     4     2、多对多
     5         作者       书
     6         egon: 
     7             九阳神功
     8             九阴真经
     9         alex: 
    10             九阳神功
    11             葵花宝典
    12         yuanhao:
    13             独孤九剑
    14             降龙十巴掌
    15             葵花宝典
    16         wpq:
    17             九阳神功
    18             
    19         insert into author2book(author_id,book_id) values
    20         (1,1),
    21         (1,2),
    22         (2,1),
    23         (2,6);
    24             
    25         
    26     3、一对一
    27         customer表       student表
    28
    8 表关系
      1 单表查询
      2 
      3 select distinct 字段1,字段2,字段3 from 库.表 
      4     where 条件
      5     group by 分组条件
      6     having 过滤
      7     order by 排序字段
      8     limit n;
      9     
     10     
     11 #where
     12 select id,name,age from employee where id > 7;
     13     
     14 select name,post,salary from employee where post='teacher' and salary > 8000;
     15 
     16 select name,salary from employee where salary >= 20000 and salary <= 30000;
     17 select name,salary from employee where salary between 20000 and 30000;
     18 
     19 select name,salary from employee where salary < 20000 or salary > 30000;
     20 select name,salary from employee where salary not between 20000 and 30000;
     21 
     22 
     23 select * from employee where age = 73 or age = 81 or age = 28;
     24 select * from employee where age in (73,81,28);
     25 
     26 select * from employee where post_comment is Null;
     27 select * from employee where post_comment is not Null;
     28 
     29 select * from employee where name like "jin%";
     30 select * from employee where name like "jin___";
     31 
     32 
     33 #group by
     34 mysql> set global sql_mode="ONLY_FULL_GROUP_BY"; 
     35 分组之后,只能取分组的字段,以及每个组聚合结果
     36 
     37 select post from employee group by post;
     38 
     39 #聚合函数
     40 max
     41 min
     42 avg
     43 sum
     44 count
     45 
     46 #每个职位有多少个员工
     47 select post,count(id) as emp_count from employee group by post;
     48 select post,max(salary) as emp_count from employee group by post;
     49 select post,min(salary) as emp_count from employee group by post;
     50 select post,avg(salary) as emp_count from employee group by post;
     51 select post,sum(age) as emp_count from employee group by post;
     52 
     53 #没有group by则默认整体算作一组
     54 select max(salary) from employee;
     55 
     56 #group_concat
     57 select post,group_concat(name) from employee group by post;
     58 
     59 
     60 #练习:
     61 select post,group_concat(name) from employee group by post;
     62 
     63 select post,count(id) from employee where age > 50 group by post;
     64 
     65 select sex,count(id) from employee group by sex;
     66 
     67 
     68 select sex,avg(salary) from employee group by sex
     69 
     70 
     71 #having
     72 select post,group_concat(name),count(id) from employee group by post;
     73 
     74 select post,group_concat(name),count(id) from employee group by post having count(id) < 2;
     75 
     76 
     77 select post,avg(salary) from employee group by post having avg(salary) > 10000;
     78 
     79 
     80 #order by
     81 select * from employee order by age asc; #升序
     82 select * from employee order by age desc; #降序
     83 
     84 select * from employee order by age asc,id desc; #先按照age升序排,如果age相同则按照id降序排
     85 
     86 
     87 select distinct post,count(id) as emp_count from employee
     88     where salary > 1000
     89     group by post
     90     having count(id) > 1
     91     order by emp_count desc
     92     ;
     93 
     94 
     95 #limit
     96 select * from employee limit 3;
     97 select * from employee order by salary desc limit 1;
     98 
     99 
    100 select * from employee limit 0,5;
    101 select * from employee limit 5,5;
    102 select * from employee limit 10,5;
    103 select * from employee limit 15,5;
    104 
    105 
    106 #总结:
    107     语法顺序:
    108         select distinct 字段1,字段2,字段3 from 库.表 
    109             where 条件
    110             group by 分组条件
    111             having 过滤
    112             order by 排序字段
    113             limit n;
    114 
    115     执行顺序:
    116 
    117 def from(db,table):
    118         f=open(r'%s\%s' %(db,table))
    119         return f
    120     
    121 def where(condition,f):
    122     for line in f:
    123         if condition:
    124             yield line
    125 
    126 def group(lines):
    127     pass
    128     
    129 def having(group_res):
    130     pass
    131 
    132 def distinct(having_res):
    133     pass
    134 
    135 def order(distinct_res):
    136     pass
    137     
    138 def limit(order_res)
    139     pass
    140     
    141 def select():
    142     f=from('db1','t1')
    143     lines=where('id>3',f)
    144     group_res=group(lines)
    145     having_res=having(group_res)
    146     distinct_res=distinct(having_res)
    147     order_res=order(distinct_res)
    148     res=limit(order_res)
    149     print(res)
    150     return res
    151     
    152 #正则表达式
    153 
    154  like 模糊查询:
    155 select * from employee where name like 'jin%';(# %代表任意多个字符)
    156 select * from employee where name like 'jin_'#'_' 表示任意单个字符)
    157 
    158  regexp 正则匹配
    159 select * from employee where name regexp '^jin';
    160 select * from employee where name regexp '^jin.*(g|n)$';
    161 
    162     
    163
    8.1 单表查询
     1 内连接:只取两张表的共同部分
     2 select * from employee inner join department on employee.dep_id = department.id ;
     3 
     4 左连接:在内连接的基础上保留左表的记录
     5 select * from employee left join department on employee.dep_id = department.id ;
     6 
     7 右连接:在内连接的基础上保留右表的记录
     8 select * from employee right join department on employee.dep_id = department.id ;
     9 
    10 全外连接:在内连接的基础上保留左右两表没有对应关系的记录
    11 select * from employee full join department on employee.dep_id = department.id ;
    12 
    13 
    14 select * from employee left join department on employee.dep_id = department.id
    15 union
    16 select * from employee right join department on employee.dep_id = department.id ;
    8.2 连表查询
     1 #1、无参存储过程
     2     delimiter //
     3     create procedure p1()
     4     BEGIN
     5         select * from db7.teacher;
     6     END //
     7     delimiter ;
     8 
     9 
    10     # MySQL中调用
    11     call p1();
    12 
    13 
    14     # Python中调用
    15     cursor.callproc('p1')
    16     
    17     
    18 #2、有参存储过程
    19     delimiter //
    20     create procedure p2(in n1 int,in n2 int,out res int)
    21     BEGIN
    22         select * from db7.teacher where tid > n1 and tid < n2;
    23         set res = 1;
    24     END //
    25     delimiter ;
    26 
    27 
    28     # MySQL中调用
    29     set @x=0
    30     call p2(2,4,@x);
    31     select @x;
    32 
    33     # Python中调用
    34     cursor.callproc('p2',(2,4,0))# @_p2_0=2,@_p2_1=4,@_p2_2=0
    35     cursor.execute('select @_p3_2')
    36     cursor.fetchone()
    37     
    38     
    39 
    40     
    41 应用程序与数据库结合使用
    42 方式一:
    43     Python:调用存储过程
    44     MySQL:编写存储过程
    45 
    46     
    47 方式二:
    48     Python:编写纯生SQL
    49     MySQL:
    50     
    51 方式三:
    52     Python:ORM->纯生SQL
    53     MySQL:
    54 
    55 
    56 
    57
    存储过程
     1 CREATE TABLE blog (
     2     id INT PRIMARY KEY auto_increment,
     3     NAME CHAR (32),
     4     sub_time datetime
     5 );
     6 
     7 INSERT INTO blog (NAME, sub_time)
     8 VALUES
     9     ('第1篇','2015-03-01 11:31:21'),
    10     ('第2篇','2015-03-11 16:31:21'),
    11     ('第3篇','2016-07-01 10:21:31'),
    12     ('第4篇','2016-07-22 09:23:21'),
    13     ('第5篇','2016-07-23 10:11:11'),
    14     ('第6篇','2016-07-25 11:21:31'),
    15     ('第7篇','2017-03-01 15:33:21'),
    16     ('第8篇','2017-03-01 17:32:21'),
    17     ('第9篇','2017-03-01 18:31:21');
    18     
    19     
    20     
    21 select  date_format(sub_time,'%Y-%m'),count(id) from blog group by date_format(sub_time,'%Y-%m')
    函数相关(如date_format)
     1 where字句中可以使用:
     2 
     3 1比较运算符:><>= <= <> !=
     4 2between 80 and 100 值在80到100之间
     5 3in(80,90,100) 值是80或90或100
     6 4 like 'egon%'
     7    pattern可以是%或_,
     8    %表示任意多字符
     9    _表示一个字符
    10 5逻辑运算符:在多个条件直接可以使用逻辑运算符 and or not
    11 
    12 #1:单条件查询
    13     SELECT name FROM employee
    14         WHERE post='sale';
    15 
    16 #2:多条件查询
    17     SELECT name,salary FROM employee
    18         WHERE post='teacher' AND salary>10000;
    19 
    20 #3:关键字BETWEEN AND
    21     SELECT name,salary FROM employee 
    22         WHERE salary BETWEEN 10000 AND 20000;
    23 
    24     SELECT name,salary FROM employee 
    25         WHERE salary NOT BETWEEN 10000 AND 20000;
    26 
    27 #4:关键字IS NULL(判断某个字段是否为NULL不能用等号,需要用IS)
    28     SELECT name,post_comment FROM employee 
    29         WHERE post_comment IS NULL;
    30 
    31     SELECT name,post_comment FROM employee 
    32         WHERE post_comment IS NOT NULL;
    33 
    34     SELECT name,post_comment FROM employee 
    35         WHERE post_comment=''; 注意''是空字符串,不是null
    36     ps:
    37         执行
    38         update employee set post_comment='' where id=2;
    39         再用上条查看,就会有结果了
    40 
    41 #5:关键字IN集合查询
    42     SELECT name,salary FROM employee 
    43         WHERE salary=3000 OR salary=3500 OR salary=4000 OR salary=9000 ;
    44 
    45     SELECT name,salary FROM employee 
    46         WHERE salary IN (3000,3500,4000,9000) ;
    47 
    48     SELECT name,salary FROM employee 
    49         WHERE salary NOT IN (3000,3500,4000,9000) ;
    50 
    51 #6:关键字LIKE模糊查询
    52     通配符’%53     SELECT * FROM employee 
    54             WHERE name LIKE 'eg%';
    55 
    56     通配符’_’
    57     SELECT * FROM employee 
    58             WHERE name LIKE 'al__';
    59 1. 查看岗位是teacher的员工姓名、年龄
    60 2. 查看岗位是teacher且年龄大于30岁的员工姓名、年龄
    61 3. 查看岗位是teacher且薪资在9000-1000范围内的员工姓名、年龄、薪资
    62 4. 查看岗位描述不为NULL的员工信息
    63 5. 查看岗位是teacher且薪资是10000或9000或30000的员工姓名、年龄、薪资
    64 6. 查看岗位是teacher且薪资不是10000或9000或30000的员工姓名、年龄、薪资
    65 7. 查看岗位是teacher且名字是jin开头的员工姓名、年薪
    66 select name,age from employee where post = 'teacher';
    67 select name,age from employee where post='teacher' and age > 30; 
    68 select name,age,salary from employee where post='teacher' and salary between 9000 and 10000;
    69 select * from employee where post_comment is not null;
    70 select name,age,salary from employee where post='teacher' and salary in (10000,9000,30000);
    71 select name,age,salary from employee where post='teacher' and salary not in (10000,9000,30000);
    72 select name,salary*12 from employee where post='teacher' and name like 'jin%';
    where约束查询(in,between,like等))
  • pymysql
     1 #pip3 install pymysql
     2 import pymysql
     3 
     4 user=input('user>>: ').strip()
     5 pwd=input('password>>: ').strip()
     6 
     7 # 建立链接
     8 conn=pymysql.connect(
     9     host='192.168.10.15',
    10     port=3306,
    11     user='root',
    12     password='123',
    13     db='db9',
    14     charset='utf8'
    15 )
    16 
    17 # 拿到游标
    18 cursor=conn.cursor()
    19 
    20 # 执行sql语句
    21 
    22 # sql='select * from userinfo where user = "%s" and pwd="%s"' %(user,pwd)
    23 # print(sql)
    24 
    25 sql='select * from userinfo where user = %s and pwd=%s'
    26 rows=cursor.execute(sql,(user,pwd))
    27 
    28 cursor.close()
    29 conn.close()
    30 
    31 # 进行判断
    32 if rows:
    33     print('登录成功')
    34 else:
    35     print('登录失败')
    pymysql基本使用
     1 #1、增删改
     2 import pymysql
     3 
     4 # 建立链接
     5 conn=pymysql.connect(
     6     host='127.0.0.1',
     7     port=3306,
     8     user='root',
     9     password='',
    10     db='text1',
    11     charset='utf8'
    12 )
    13 
    14 # 拿游标
    15 cursor=conn.cursor()
    16 
    17 # 执行sql
    18 # 增、删、改
    19 
    20 
    21 ##################    1 插入数据     ###########
    22 # 单条插入
    23 # sql='insert into t1(user,pwd) values(%s,%s)'
    24 # # rows=cursor.execute(sql,('wxx','123')) #
    25 # rows = cursor.execute('insert into t1(user,pwd) values(%(user)s, %(pwd)s)',{'user':'hah','pwd':'123'})
    26 # print(rows)
    27 #
    28 # # 批量插入
    29 # rows=cursor.executemany(sql,[('egon3','123'),('egon4','111'),('egon5','2222')]) # 批量插入
    30 # print(cursor.lastrowid)
    31 
    32 ##################    2 修改数据     ###########
    33 # sql='update t1 set user = %s where user ="wxx"'
    34 # rows = cursor.execute(sql,("wh"))
    35 # print(rows)
    36 
    37 
    38 ##################    3 删除数据    ###########
    39 # sql='delete from t1 where user like "%alin%"'
    40 # rows = cursor.execute(sql)
    41 # print(rows)
    42 
    43 # conn.commit()
    44 
    45 # # 关闭
    46 # cursor.close()
    47 # conn.close()
    pymsql 增,删,改
     1 ##################    4 查询数据    ###########
     2 
     3 
     4 # import pymysql
     5 #
     6 # # 建立链接
     7 # conn=pymysql.connect(
     8 #     host='192.168.10.15',
     9 #     port=3306,
    10 #     user='root',
    11 #     password='123',
    12 #     db='db9',
    13 #     charset='utf8'
    14 # )
    15 
    16 # 拿游标
    17 # cursor=conn.cursor(pymysql.cursors.DictCursor)
    18 
    19 # 执行sql
    20 # 查询
    21 # rows=cursor.execute('select * from t1;')
    22 # print(rows)
    23 # print(cursor.fetchone())
    24 # print(cursor.fetchone())
    25 
    26 
    27 
    28 # print(cursor.fetchmany(2))
    29 
    30 # print(cursor.fetchall())
    31 # print(cursor.fetchall())
    32 
    33 
    34 
    35 # cursor.scroll(3,mode='absolute') # 相对绝对位置移动
    36 # print(cursor.fetchone())
    37 # cursor.scroll(2,mode='relative') # 相对当前位置移动
    38 # print(cursor.fetchone())
    39 
    40 #
    41 
    42 # 关闭
    43 # cursor.close()
    44 # conn.close()
    pymsql 查询
    #1、增删改
    import pymysql
    
    # 建立链接
    conn=pymysql.connect(
        host='192.168.10.15',
        port=3306,
        user='root',
        password='123',
        db='db7',
        charset='utf8'
    )
    
    # 拿游标
    cursor=conn.cursor()
    
    # 执行sql
    # cursor.callproc('p1')
    # print(cursor.fetchall())
    
    cursor.callproc('p2',(2,4,0))
    # print(cursor.fetchall())
    
    cursor.execute('select @_p2_2')
    print(cursor.fetchone())
    
    # 关闭
    cursor.close()
    conn.close()
    存储过程的执行

   

  • 事务  
    import pymysql
    
    conn = pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='root123', charset="utf8", db='userdb')
    cursor = conn.cursor()
    
    # 开启事务
    conn.begin()
    
    try:
        cursor.execute("update users set amount=1 where id=1")
        int('asdf')
        cursor.execute("update tran set amount=2 where id=2")
    except Exception as e:
        # 回滚
        print("回滚")
        conn.rollback()
    else:
        # 提交
        print("提交")
        conn.commit()
    
    cursor.close()
    conn.close()
    事务
  • 排他锁
    排它锁( for update),加锁之后,其他事务不可以读写
    A: 访问页面查看商品剩余 100
    B: 访问页面查看商品剩余 100
    
    此时 A、B 同时下单,那么他们同时执行SQL:
        update goods set count=count-1 where id=3
    由于Innodb引擎内部会加锁,所以他们两个即使同一时刻执行,内部也会排序逐步执行。
    
    
    但是,当商品剩余 1个时,就需要注意了。
    A: 访问页面查看商品剩余 1
    B: 访问页面查看商品剩余 1
    
    此时 A、B 同时下单,那么他们同时执行SQL:
        update goods set count=count-1 where id=3
    这样剩余数量就会出现 -1,很显然这是不正确的,所以应该怎么办呢?
    
    
    这种情况下,可以利用 排它锁,在更新之前先查询剩余数量,只有数量 >0 才可以购买,所以,下单时应该执行:
        begin; -- start transaction;
        select count from goods where id=3 for update;
        -- 获取个数进行判断
        if 个数>0:
            update goods set count=count-1 where id=3;
        else:
            -- 已售罄
        commit;
    应用场景:总共100件商品,每次购买一件需要让商品个数减1
    import pymysql
    import threading
    
    
    def task():
        conn = pymysql.connect(host='127.0.0.1', port=3306, user='root', passwd='root123', charset="utf8", db='userdb')
        cursor = conn.cursor(pymysql.cursors.DictCursor)
        # cursor = conn.cursor()
        
        # 开启事务
        conn.begin()
    
        cursor.execute("select id,age from tran where id=2 for update")
        # fetchall      ( {"id":1,"age":10},{"id":2,"age":10}, )   ((1,10),(2,10))
        # {"id":1,"age":10}   (1,10)
        result = cursor.fetchone()
        current_age = result['age']
        
        if current_age > 0:
            cursor.execute("update tran set age=age-1 where id=2")
        else:
            print("已售罄")
    
        conn.commit()
    
        cursor.close()
        conn.close()
    
    
    def run():
        for i in range(5):
            t = threading.Thread(target=task)
            t.start()
    
    
    if __name__ == '__main__':
        run()
    排他锁(for update)

     

  • SQL工具类(数据库连接池)
    1 单例与方法 
    # db.py
    # 单例与方法
    
    import pymysql
    from dbutils.pooled_db import PooledDB
    
    
    class DBHelper(object):
    
        def __init__(self):
            # TODO 此处配置,可以去配置文件中读取。
            self.pool = PooledDB(
                creator=pymysql,  # 使用链接数据库的模块
                maxconnections=5,  # 连接池允许的最大连接数,0和None表示不限制连接数
                mincached=2,  # 初始化时,链接池中至少创建的空闲的链接,0表示不创建
                maxcached=3,  # 链接池中最多闲置的链接,0和None不限制
                blocking=True,  # 连接池中如果没有可用连接后,是否阻塞等待。True,等待;False,不等待然后报错
                setsession=[],  # 开始会话前执行的命令列表。如:["set datestyle to ...", "set time zone ..."]
                ping=0,
                # ping MySQL服务端,检查是否服务可用。# 如:0 = None = never, 1 = default = whenever it is requested, 2 = when a cursor is created, 4 = when a query is executed, 7 = always
                host='127.0.0.1',
                port=3306,
                user='root',
                password='root123',
                database='userdb',
                charset='utf8'
            )
    
        def get_conn_cursor(self):
            conn = self.pool.connection()
            cursor = conn.cursor(pymysql.cursors.DictCursor)
            return conn, cursor
    
        def close_conn_cursor(self, *args):
            for item in args:
                item.close()
    
        def exec(self, sql, **kwargs):
            conn, cursor = self.get_conn_cursor()
    
            cursor.execute(sql, kwargs)
            conn.commit()
    
            self.close_conn_cursor(conn, cursor)
    
        def fetch_one(self, sql, **kwargs):
            conn, cursor = self.get_conn_cursor()
    
            cursor.execute(sql, kwargs)
            result = cursor.fetchone()
    
            self.close_conn_cursor(conn, cursor)
            return result
    
        def fetch_all(self, sql, **kwargs):
            conn, cursor = self.get_conn_cursor()
    
            cursor.execute(sql, kwargs)
            result = cursor.fetchall()
    
            self.close_conn_cursor(conn, cursor)
    
            return result
    
    
    db = DBHelper()
    SQL操作类(基于数据库连接池)
    from db import db
    
    db.exec("insert into d1(name) values(%(name)s)", name="华王666")
    
    ret = db.fetch_one("select * from d1")
    print(ret)
    
    ret = db.fetch_one("select * from d1 where id=%(nid)s", nid=3)
    print(ret)
    
    ret = db.fetch_all("select * from d1")
    print(ret)
    
    ret = db.fetch_all("select * from d1 where id>%(nid)s", nid=2)
    print(ret)


    2 基于上下文管理

    # db_context.py
    import threading
    import pymysql
    from dbutils.pooled_db import PooledDB
    
    POOL = PooledDB(
        creator=pymysql,  # 使用链接数据库的模块
        maxconnections=5,  # 连接池允许的最大连接数,0和None表示不限制连接数
        mincached=2,  # 初始化时,链接池中至少创建的空闲的链接,0表示不创建
        maxcached=3,  # 链接池中最多闲置的链接,0和None不限制
        blocking=True,  # 连接池中如果没有可用连接后,是否阻塞等待。True,等待;False,不等待然后报错
        setsession=[],  # 开始会话前执行的命令列表。如:["set datestyle to ...", "set time zone ..."]
        ping=0,
        host='127.0.0.1',
        port=3306,
        user='root',
        password='root123',
        database='userdb',
        charset='utf8'
    )
    
    
    class Connect(object):
        def __init__(self):
            self.conn = conn = POOL.connection()
            self.cursor = conn.cursor(pymysql.cursors.DictCursor)
    
        def __enter__(self):
            return self
    
        def __exit__(self, exc_type, exc_val, exc_tb):
            self.cursor.close()
            self.conn.close()
    
        def exec(self, sql, **kwargs):
            self.cursor.execute(sql, kwargs)
            self.conn.commit()
    
        def fetch_one(self, sql, **kwargs):
            self.cursor.execute(sql, kwargs)
            result = self.cursor.fetchone()
            return result
    
        def fetch_all(self, sql, **kwargs):
            self.cursor.execute(sql, kwargs)
            result = self.cursor.fetchall()
            return result
    db_context.py
    from db_context import Connect
    
    with Connect() as obj:
        # print(obj.conn)
        # print(obj.cursor)
        ret = obj.fetch_one("select * from d1")
        print(ret)
    
        ret = obj.fetch_one("select * from d1 where id=%(id)s", id=3)
        print(ret)

     


     

  • 操作表(utils)

    #操作表
    #1、自行创建测试数据;
    #班级表:class
    create table class(
    cid int primary key auto_increment,
    caption char(5),
    grade_id int
    );
    insert into class values
    (1,'一年一班',1),
    (2,'二年一班',2),
    (3,'三年二班',3);
    
    #2、查询学生总人数;
        select count(sid) as total_sid from student;
        
    #3、查询“生物”课程和“物理”课程成绩都及格的学生id和姓名;
        #成绩表与课程表连表-一学生分组-找出条件
    select sid,sname from 
        student where sid in 
            (select student_id 
            from score inner join course  #连表
                on score.course_id=course.cid
                where score>=60 
                and cname ='生物' or cname ='物理'
            group by # 学生id分组
                score.student_id
            having
                count(course_id)=2);
                
    
    #4、查询每个年级的班级数,取出班级数最多的前三个年级;
        select gname,count(gname) from 
        class inner join class_grade on class.grade_id=class_grade.gid
            group by 
                gname
                order by count(gname)desc
                limit(3);
        
    
    #5、查询平均成绩最高和最低的学生的id和姓名以及平均成绩;
    select 
        sid,
        sname,
        t1.avg_score
    from
        student
    inner join(
        select
            student_id,
            avg(score)as avg_score
        from
            score
        group by
            student_id
        having
            avg(score) in(
                (select avg(score)as low_score from score group by student_id order by avg(score) limit 1),
                (select avg(score)as high_score from score group by student_id order by avg(score) desc limit 1))
            )as t1
    on
        student.sid=t1.student_id;
        
    
    #6、查询每个年级的学生人数;
    # 学生与班级连表-grade_id分组-统计人数
    
    select grade_id,count(sid)as total_student
    from
    (select
        class.grade_id,student.sid
    from
        student
    inner join 
        class
    on
        student.class_id=class.cid) as t1
    group by 
        t1.grade_id;
        
        
    
    #7、查询每位学生的学号,姓名,选课数,平均成绩;
    select
        sid,
        sname,
        t1.total_course,
        t1.avg_score
    from
        student
    left join(
        select
            student_id,
            count(course_id)as total_course,
            avg(score)as avg_score
        from
            score
        group by
            student_id
        )as t1
    on
    student.sid=t1.student_id;
    
    #8、查询学生编号为“2”的学生的姓名、该学生成绩最高的课程名、成绩最低的课程名及分数;
    select
        sid,
        sname,
        t1.course_id,
        t1.score
    from
        student
    inner join(
        select
            student_id,
            course_id,
            score
        from
            score
        where
            score in(
                (select score from score where student_id=2 order by score desc limit 1),
                (select score from score where student_id=2 order by score limit 1 )
                )
            )as t1
    on
        student.sid=t1.student_id;
     
    #9、查询姓“李”的老师的个数和所带班级数;
    select
        count(t1.tid)as total_li,
        count(teach2cls.cid)as total_class
    from
        teach2cls
    inner join(
        select
            tid
        from
            teacher
        where
            tname like "李%"
        )as t1
    on
        teach2cls.tid=t1.tid
    
    #10、查询班级数小于5的年级id和年级名;
    select 
        gid,
        gname
    from
        class_grade
    where 
        gid
    in
        (select #年纪id与对应班级数的表
            grade_id
        from
            class 
        group by
            grade_id
        having
            count(cid)<5);
        
    
    
    #11、查询班级信息,包括班级id、班级名称、年级、年级级别(12为低年级,34为中年级,56为高年级)
        #班级id    班级名称    年级  年级级别
            #1     一年一班    一年级    低
            
        #班级表与年纪表连表--加入级别
        
    select
        class.cid as '班级id',
        class.caption as '班级名称',
        class_grade.gname as '年级',
        case when class_grade.gid between 1 and 2 then ''
        when class_grade.gid between 3 and 4 then ''
        when class_grade.gid between 5 and 6 then '' else 0 end as '年级级别'
    from
        class,
        class_grade
    where
        class.grade_id = class_grade.gid;
        
    #12、查询学过“张三”老师2门课以上的同学的学号、姓名;
        # 课程表与老师表连表--选出张三老师的课程-到成绩表以学生分类-统计符合条件学生
    
    select
        student_id
    from
        score
    where
        course_id
    in
        (select
            course.cid
        from
            course
        inner join
            teacher
        on
            course.teacher_id=teacher.tid
        where 
            teacher.tname='张三')
    group by
        student_id
    having
        count(course_id)>=2;
        
        
    #13、查询教授课程超过2门的老师的id和姓名;
    
    select 
        tid,
        tname
    from
        teacher
    where 
        tid 
    in 
        (select 
            teacher_id
        from
            course
        group by 
            teacher_id
        having
            count(cid)>2
        );
    
    #14、查询学过编号“1”课程和编号“2”课程的同学的学号、姓名;
    select 
        sid,sname
    from
        student
    where 
        sid
    in
        (select 
            student_id 
        from 
            score
        where 
            course_id
        in 
            ('1','2')
        group by
            student_id
        having
            count(course_id)=2);
    
    #15、查询没有带过高年级的老师id和姓名;
    
    select
        tid,
        tname
    from
        teacher
    where 
        tid
    in
        (select
            tid
        from
            teach2cls
        where
            cid
        in
            (select
                cid 
            from
                class
            where
                grade_id<3));
        
    
    #16、查询学过“张三”老师所教的所有课的同学的学号、姓名;
    
    select
        sid,
        sname
    from
        student
    where sid in (
        select distinct student_id from score where course_id in (
            select cid from course where teacher_id in(
                select tid from teacher where tname='张三'
                )
            )
        );
    #17、查询带过超过2个班级的老师的id和姓名;
    select
        tid,
        tname
    from
        teacher
    where tid in (
        select
            tid
        from
            teach2cls
        group by
            tid
        having
            count(cid)>2
    );
    #18、查询课程编号“2”的成绩比课程编号“1”课程低的所有同学的学号、姓名;
        
    select
      sid,
      sname
    from 
        student
    where sid in (
        select s1.student_id
        from score as s1 inner join score as s2 on s1.student_id = s2.student_id and s1.course_id = 1 and s2.course_id = 2
        where s1.score < s2.score);
    
    #19、查询所带班级数最多的老师id和姓名;
    
    select
        tid,
        tname
    from
        teacher
    where
        tid in (
            select
                tid
            from
                teach2cls
            group by
                tid
            having
                count(cid)=(
                    select
                        count(cid)
                    from
                        teach2cls
                    group by
                        tid
                    order by
                        count(cid) desc
                    limit 1
                )
        );
    #20、查询有课程成绩小于60分的同学的学号、姓名;
    select
        sid,
        sname
    from
        student
    where
        sid in (
            select
                student_id
            from
                score
            where
                score<60
        );
     
    #21、查询没有学全所有课的同学的学号、姓名;
    
    select 
        sid,
        sname
    from
        student
    where
        sid
    not in
        (select 
            student_id
        from
            score
        group by
            student_id
        having
            count(course_id)=(select count(cid) from course)
            );
    
    #22、查询至少有一门课与学号为“1”的同学所学相同的同学的学号和姓名;
    select
        sid,sname
    from
        student
    where
        sid in (
            select
                distinct student_id
            from
                score
            where
                course_id in(
                    select
                        course_id
                    from
                        score
                    where
                        student_id =1
                )
        )
        and sid !=1;
    
    #23、查询至少学过学号为“1”同学所选课程中任意一门课的其他同学学号和姓名;
    select
        sid,sname
    from
        student
    where
        sid in (
            select
                distinct student_id
            from
                score
            where
                course_id in(
                    select
                        course_id
                    from
                        score
                    where
                        student_id =1
                )
        )
        and sid !=1;
    
    #24、查询和“2”号同学学习的课程完全相同的其他同学的学号和姓名;
    
    select
        sid,
        sname
    from
        student
    where sid in (
        select student_id from score,
        (select course_id from score where student_id=2)as t1
        where score.course_id = t1.course_id and score.student_id !=2 group by score.student_id
        having count(score.course_id)=(select count(course_id)from score where student_id=2)
    );
    
    
    #25、删除学习“张三”老师课的score表记录;
    
    delete from score where course_id in (
        select cid from course where teacher_id =(
            select tid from teacher where tname='张三')
    );
    
    #26、向score表中插入一些记录,这些记录要求符合以下条件:①没有上过编号“2”课程的同学学号;②插入“2”号课程的平均成绩;
    insert score(student_id,course_id,score)
        select t1.sid,2,t2.avg_score from(
        (select sid from student where sid not in (select student_id from score where course_id = 2)) as t1,
        (select avg(score)as avg_score from score where course_id = 2) as t2);
        
    #27、按平均成绩从低到高显示所有学生的“语文”、“数学”、“英语”三门的课程成绩,按如下形式显示:学生ID,语文,数学,英语,课程数和平均分;
    
    select
        student_id,
        (select score from score where course_id =(select cid from course where cname='语文') and score.student_id =s1.student_id ) as '语文',
        (select score from score where course_id =(select cid from course where cname='数学') and score.student_id =s1.student_id ) as '数学',
        (select score from score where course_id =(select cid from course where cname='英语') and score.student_id =s1.student_id ) as '英语',
        count(course_id) as '有效课程数',
        avg(score) as '有效平均分'
    from
        score as s1
    group by
        student_id
    order by
        avg(score);
    
    
    #28、查询各科成绩最高和最低的分:以如下形式显示:课程ID,最高分,最低分;
    
    select
        course_id as id,
        max(score.score) as '最高分',
        min(score.score) as '最低分'
    from
        course
    left join score
    on score.course_id=course.cid 
    group by course_id;
    
    #29、按各科平均成绩从低到高和及格率的百分数从高到低顺序;
    select course_id,
        avg(score) as avg_score,
        sum(case when score.score >= 60 then 1 else 0 end) / count(sid) * 100 as percent
    from
        score
    group by
        course_id
    order by
        avg(score) asc,percent desc;
    #30、课程平均分从高到低显示(现实任课老师);
    select
        t1.cid,
        t1.tname,
        t2.avg_score
    from(
        select
            teacher.tid as tid,
            teacher.tname as tname,
            course.cid as cid
        from
            teacher
        inner join
            course
        on teacher.tid = teacher_id
        )as t1
    inner join
        (select course_id,avg(score)as avg_score from score group by course_id )as t2
    on
        t1.cid=t2.course_id
    order by
        avg_score desc;
    
    #31、查询各科成绩前三名的记录(不考虑成绩并列情况) ;
    select
      student_id,
      score,
      course_id
    from score r1
    where (SELECT count(1)
           from (select distinct
                   score,
                   course_id
                 from score) r2
           where r2.course_id = r1.course_id AND r2.score > r1.score) <= 2
    order by course_id, score DESC;
     
    #32、查询每门课程被选修的学生数;
    select
        course_id,
        count(student_id)
    from
        score
    group by
        course_id;
    
    #33、查询选修了2门以上课程的全部学生的学号和姓名;
    elect
        sid,
        sname
    from
        student
    where sid in(
        select
            student_id
        from
            score
        group by
            student_id
        having
            count(course_id)>2);
    
    #34、查询男生、女生的人数,按倒序排列;
    select
        gender,
        count(sid)
    from
        student
    group by
        gender
    order by   
        count(sid) desc;
    
    #35、查询姓“张”的学生名单;
    select
        *
    from
        student
    where
        sname like "张%";
    #36、查询同名同姓学生名单,并统计同名人数;
    select
        sname,
        count(sid)
    from
        student
    group by
        sname
    having
        count(sid)>1;
    #37、查询每门课程的平均成绩,结果按平均成绩升序排列,平均成绩相同时,按课程号降序排列;
    select
        course_id,
        avg(score)
    from
        score
    group by
        course_id
    order by
        avg(score),
        course_id desc;
    #38、查询课程名称为“数学”,且分数低于60的学生姓名和分数;
    select
        student.sname,
        t1.score
    from
        student
    inner join  (
        select
            student_id,
            score
        from
            score
        where score.score<60 and course_id in (
            select
                cid
            from
                course
            where cname='数学'
        )
    )as t1
    on 
        t1.student_id=student.sid;
    #39、查询课程编号为“3”且课程成绩在80分以上的学生的学号和姓名;
    select
        sid,
        sname
    from
        student
    where sid in(
        select
            student_id
        from
            score
        where
        course_id=3 and score>80
    );
    #41、查询选修“王五”老师所授课程的学生中,成绩最高和最低的学生姓名及其成绩;
    select
        s1.student_id,
        low_score,
        s2.student_id,
        high_score
    from(
        select
            tid,
            student_id,
            score as low_score
        from
            (select student_id,cid,cname,score,tid
            from score
            inner join
                (select tid,tname,cid,cname from teacher inner join course on teacher.tid=course.teacher_id where tname='王五')as t1
            on score.course_id=t1.cid)as t2 order by score limit 1) as s1
        inner join (
            select tid,student_id,score as high_score from
                (select student_id,cid,cname,score,tid
                from score
                inner join
                    (select tid,tname,cid,cname from teacher
                    inner join
                        course
                    on teacher.tid=course.teacher_id where tname='王五')as t1
                on score.course_id=t1.cid)as t2 order by score desc limit 1) as s2
        on s1.tid=s2.tid;
    #42、查询各个课程及相应的选修人数;
    select
        course_id ,
        count(student_id)
    from
        score
    group by
        course_id;
        
    #43、查询不同课程但成绩相同的学生的学号、课程号、学生成绩;
    select distinct
        s1.course_id,
        s1.student_id,
        s1.score,
        s2.course_id,
        s2.student_id,
        s2.score
    from
        score as s1,
        score as s2
    where
    s1.score = s2.score and s1.course_id != s2.course_id;
    #44、查询每门课程成绩最好的前两名学生id和姓名;
    select student.sid,student.sname,course.cname, score.score
        from score
    inner join (
        select course_id, score, ranking
            from (
                 select a.course_id, a.score, count(1) as ranking
                    from
                        (select course_id, score from score group by course_id, score order by course_id, score desc)as a
                    inner join
                        (select course_id, score from score group by course_id, score order by course_id, score desc)as b
                    on a.course_id = b.course_id and a.score <= b.score group by course_id, score
            ) as t1
            where ranking in (1, 2) order by course_id, ranking)as s1
    on score.course_id = s1.course_id and score.score = s1.score
    inner join student
        on score.student_id = student.sid
    inner join course
        on score.course_id = course.cid;
        
    #45、检索至少选修两门课程的学生学号;
    select
        student_id
    from
        score
    group by
        student_id
    having
        count(course_id)>=2;
        
    #46、查询没有学生选修的课程的课程号和课程名;
    select
        course.cid,
        course.cname
    from
        course
    left join
        score
    on
        course.cid=score.course_id
    where
        score.student_id is null;
        
    #47、查询没带过任何班级的老师id和姓名;
    select
        teacher.tid,
        tname
    from
        teacher
    left join
        teach2cls
    on
        teacher.tid=teach2cls.tid
    where
        teach2cls.tcid is null;
        
    #48、查询有两门以上课程超过80分的学生id及其平均成绩;
    select
        student_id,
        avg(score)
    from
        score
    where
        score>80
    group by
        student_id
    having
        count(course_id)>2;
        
    #49、检索“3”课程分数小于60,按分数降序排列的同学学号;
    select
        student_id,
        score
    from
        score
    where
        score<60 and course_id=3
    order by
        score desc;
        
    #50、删除编号为“2”的同学的“1”课程的成绩;
    delete from
        score 
     where
     student_id='2' and course_id='1';
     
    #51、查询同时选修了物理课和生物课的学生id和姓名
    
    
    select
        student.sid,
        student.sname
    from
        student
    where sid in (
            select
                student_id
            from
                score
            where
                course_id IN (
                    select
                        cid
                    from
                        course
                    where cname = '物理' or cname = '生物'
                )
            group by
                student_id
            having
                count(course_id) = 2
        );
    原生sql示例
     1 """
     2 
     3 使用
     4 from mysql_utils.sql import SQLHelper
     5 
     6 sql ="select * from 36kr"
     7 print(SQLHelper.fetch_one(sql))
     8 print(SQLHelper.fetch_all(sql))
     9 
    10 # print(SQLHelper.fetchdic_one_dict(sql,{}))
    11 # print(SQLHelper.fetch_all_list_dict(sql,{}))
    12 """
    13 
    14 import pymysql
    15 
    16 
    17 class SQLHelper(object):
    18 
    19     @staticmethod
    20     def open(cursor):
    21         conn = pymysql.connect(
    22             host='127.0.0.1',
    23             port=3306,
    24             user='root',
    25             password='',
    26             db='new_source',
    27             charset='utf8'
    28         )
    29         cursor = conn.cursor(cursor=cursor)
    30         return conn,cursor
    31 
    32     @staticmethod
    33     def close(conn,cursor):
    34         conn.commit()
    35         cursor.close()
    36         conn.close()
    37 
    38     @classmethod
    39     def fetch_one(cls, sql, cursor=None):
    40         """
    41         默认返回一个元组
    42         :param sql:
    43         :param args:
    44         :param cursor:
    45         :return:
    46         """
    47         conn, cursor = cls.open(cursor)
    48         cursor.execute(sql)
    49         obj = cursor.fetchone()
    50         cls.close(conn, cursor)
    51         return obj
    52 
    53     @classmethod
    54     def fetch_all(cls, sql, cursor=None):
    55         conn, cursor = cls.open(cursor)
    56         cursor.execute(sql)
    57         obj = cursor.fetchall()
    58         cls.close(conn, cursor)
    59         return obj
    60 
    61     @classmethod
    62     def fetchdic_one_dict(cls, sql, args, cursor=pymysql.cursors.DictCursor):
    63         """
    64         默认返回一个字典
    65         :param sql:
    66         :param args:
    67         :param cursor:
    68         :return:{'id': 4, 'name': 'egon3', 'count': 123}
    69         """
    70         conn, cursor = cls.open(cursor)
    71         cursor.execute(sql, args)
    72         obj = cursor.fetchone()
    73         cls.close(conn, cursor)
    74         return obj
    75     @classmethod
    76     def fetch_all_list_dict(cls,sql, args,cursor =pymysql.cursors.DictCursor):
    77         """
    78         返回一个列表,列表元素为字典
    79         :param sql:
    80         :param args:
    81         :param cursor:
    82         :return: #[{'id': 4, 'name': 'egon3', 'count': 123}, {'id': 5, 'name': 'egon4', 'count': 111}]
    83         """
    84         conn, cursor = cls.open(cursor)
    85         cursor.execute(sql, args)
    86         obj = cursor.fetchall()
    87         cls.close(conn, cursor)
    88         return obj
    SQLHelper
      1 #coding:utf-8
      2 import MySQLdb
      3 import json
      4 import time
      5 
      6 
      7 db = ""
      8 cursor = ""
      9 def db_init():
     10     global db
     11     global cursor
     12     # db = MySQLdb.connect("", "c396313051","123456ok","news", charset="utf8mb4")
     13     db = MySQLdb.connect("", "root","","news_crawl",port=22936,charset="utf8mb4")
     14     cursor = db.cursor()
     15     # 使用cursor()方法获取操作游标 
     16     # print("Connection is successful!")
     17 
     18 def db_close():
     19     db.close()
     20 
     21 def db_commit():
     22     db.commit()
     23 
     24 def get_unupdate_count():
     25     db_init()
     26     sql = "SELECT COUNT(*) FROM news_detail WHERE flag_content_update = '0' "
     27     try:
     28         cursor.execute(sql)
     29         result = cursor.fetchall()
     30         # print("result", result)
     31         print("result", result[0][0])
     32         return result
     33     except Exception as e:
     34         print("ERROR", e)
     35 
     36 def get_unupdate_news():
     37     db_init()
     38     sql = "SELECT * FROM news_detail WHERE flag_content_update = '0' AND web_source = 'techweb'  ORDER BY release_time DESC LIMIT 5000"
     39     try:
     40         cursor.execute(sql)
     41         result = cursor.fetchall()
     42         # print("result", result)
     43         news_list = []
     44         for row in result:
     45             news_id = row[6]
     46             news_url = row[1]
     47             news_web_source = row[5]
     48             news_list.append({
     49                 "id": news_id,
     50                 "url": news_url,
     51                 "web_source": news_web_source
     52             })
     53         print("news_list", news_list)
     54         return news_list
     55     except Exception as e:
     56         print("ERROR", e)
     57 
     58 def check_news(title, web_source):
     59     db_init()
     60     sql = "SELECT COUNT(*) FROM news_detail WHERE title = '%s' AND web_source = '%s'" %(title, web_source)
     61     try:
     62         cursor.execute(sql)
     63         result = cursor.fetchall()
     64         # print("result", result)
     65         print("result", result[0][0])
     66         return result[0][0]
     67     except Exception as e:
     68         print("ERROR", e)
     69 
     70 def update_news_content(news_id, news_content):
     71     if news_content != None:
     72         db_init()
     73         sql = "UPDATE news_detail SET content = '%s', flag_content_update = '1' WHERE id = '%s'" % (news_content, news_id)
     74         try:
     75             cursor.execute(sql)
     76             db.commit()
     77             print("content已更新!", news_id)
     78         except Exception as e:
     79             print("ERROR", e)
     80             db.rollback()
     81 
     82 def get_latest_data_50(web_source):
     83     db_init()
     84     sql = "SELECT * FROM news_detail WHERE web_source = '%s' ORDER BY release_time DESC LIMIT 50" % (web_source)
     85     try:
     86         cursor.execute(sql)
     87         result = cursor.fetchall()
     88         # print("result", result)
     89         title_list = []
     90         for row in result:
     91             title = row[0]
     92             title_list.append(title)
     93         # print("title_list", title_list)
     94         return title_list
     95     except Exception as e:
     96         print("ERROR", e)
     97 
     98 def get_latest_data(web_source):
     99     db_init()
    100     sql = "SELECT * FROM news_detail WHERE web_source = '%s' ORDER BY release_time DESC LIMIT 10" % (web_source)
    101     try:
    102         cursor.execute(sql)
    103         result = cursor.fetchall()
    104         # print("result", result)
    105         title_list = []
    106         for row in result:
    107             title = row[0]
    108             title_list.append(title)
    109         # print("title_list", title_list)
    110         return title_list
    111     except Exception as e:
    112         print("ERROR", e)
    113 
    114 def getData(source_name_val):
    115     db_init()
    116     # cursor = db.cursor()
    117     sql = "SELECT * FROM source_info WHERE source_name = '%s'" % (source_name_val)
    118     try:
    119         cursor.execute(sql)
    120         results = cursor.fetchall()
    121         for row in results:
    122             source_name = row[0]
    123             update_time = row[1]
    124             latest_news = row[2]
    125             # print("source_name", source_name)
    126             # print("update_time", update_time)
    127             # print("latest_news", json.loads(latest_news))
    128             return latest_news
    129     except Exception as e:
    130         print("ERROR",e)
    131 
    132     # 关闭数据库连接
    133     db.close()
    134 '''
    135 {"title": "寻电之路2:海外合资品牌的全面反攻", "url": "https://www.autotimes.com.cn/news/202012/1536909.html", "release_time": "2020-12-23 09:52", "source": "汽车之家", "content": "", "web_source": "qicheshidai", "source_type": "0", "polarity": 1}
    136 '''
    137 def insertDataQuick(data_object):
    138     # db_init()
    139     sql = "INSERT INTO news_detail(title,url,release_time,source,content,web_source,source_type,polarity) VALUES(%s, %s, %s, %s, %s, %s, %s, %s)"
    140     # print(sql)
    141     try:
    142         cursor.execute(sql, (data_object["title"], data_object["url"], data_object["release_time"], data_object["source"], data_object["content"], data_object["web_source"],data_object["source_type"],data_object["polarity"]))
    143         # db.commit()
    144     except Exception as e:
    145         print("ERROR", e)
    146         db.rollback()
    147 def insert_Data_many(news_list):
    148     db_init()
    149     news_values = []
    150     for news in news_list:
    151         news_values.append((news["title"], news["url"], news["release_time"], news["web_source"], news["company"], news["source_type"]))
    152     cursor.executemany('INSERT INTO news_detail(title,url, release_time, web_source, company, source_type) VALUES(%s, %s, %s, %s, %s, %s)', news_values)
    153     db.commit()
    154     print("插入完成")
    155 
    156 def insertData(data_object):
    157     db_init()
    158     sql = "INSERT INTO news_detail(title,url,release_time,source,content,web_source,source_type,polarity) VALUES(%s, %s, %s, %s, %s, %s, %s, %s)"
    159     # print(sql)
    160     try:
    161         cursor.execute(sql, (data_object["title"], data_object["url"], data_object["release_time"], data_object["source"], data_object["content"], data_object["web_source"], data_object["source_type"],data_object["polarity"]))
    162         db.commit()
    163     except Exception as e:
    164         print("ERROR", e)
    165         db.rollback()
    166 
    167     # cursor.close()
    168     # db.commit()
    169     # 关闭数据库连接
    170     db.close()
    171 
    172 def updateData(latest_news_val, source_name_val):
    173     db_init()
    174     latest_news = json.dumps(latest_news_val, ensure_ascii=False)
    175     sql = "UPDATE source_info SET latest_news = '%s' WHERE source_name = '%s'" % (latest_news, source_name_val)
    176     try:
    177         cursor.execute(sql)
    178         db.commit()
    179     except Exception as e:
    180         print("ERROR", e)
    181         db.rollback()
    182 
    183 
    184 
    185 # latest_news_temp = ["新闻1","xxx"]
    186 # db_init()
    187 # data_ob = {
    188 #     "title": "x",
    189 #     "url": "http://sss",
    190 #     "release_time": "2020-11-11 10:30:00",
    191 #     "source": "sohu",
    192 #     "content": "c",
    193 #     "web_source": "sohu"
    194 # }
    195 # insertData(data_ob)
    196 # insertData(data_ob)
    197 # insertData(data_ob)
    198 # getData('sohu')
    199 # updateData(latest_news_temp, 'sohu')
    200 # setData()
    201 # get_latest_data("techweb")
    202 # get_unupdate_news()
    203 # get_unupdate_count()
    204 # check_news("寻电之路2:海外合资品牌的全面反攻", "qicheshidai")
    mysql_utils

 

  • 表结构设计 -demo

  • drop database blog;
    drop database IF EXISTS blog;
    create database blog default charset utf8 collate utf8_general_ci;
    use blog;
    
    create table user(
        id int not null auto_increment primary key,
        username varchar(16) not null,
        nickname varchar(16) not null,
        mobile char(11) not null,
        password varchar(64) not null,
        email varchar(64) not null,
        ctime datetime not null
    )default charset=utf8;
    
    
    create table article(
        id int not null auto_increment primary key,
        title varchar(255) not null,
        text text not null,
        read_count int default 0,
        comment_count int default 0,
        up_count int default 0,
        down_count int default 0,
        user_id int not null,
        ctime datetime not null,
        constraint fk_article_user foreign key (user_id) references user(id)
    )default charset=utf8;
    
    
    create table comment(
        id int not null auto_increment primary key,
        content varchar(255) not null,
        user_id int not null,
        article_id int not null,
        ctime datetime not null,
        constraint fk_comment_user foreign key (user_id) references user(id),
        constraint fk_comment_article foreign key (article_id) references article(id)
    )default charset=utf8;
    
    
    create table up_down(
        id int not null auto_increment primary key,
        choice tinyint not null,
        user_id int not null,
        article_id int not null,
        ctime datetime not null,
        constraint fk_up_down_user foreign key (user_id) references user(id),
        constraint fk_up_down_article foreign key (article_id) references article(id)
    )default charset=utf8;
    博客系统-表结构设计



posted @ 2021-05-02 13:14  风hua  阅读(118)  评论(0编辑  收藏  举报