如何使用python对数据库(mysql)进行操作

一、数据库基本操作

1. 想允许在数据库写中文，可在创建数据库时用下面命令

create database zcl charset utf8;

2. 查看students表结构

desc students;

3. 查看创建students表结构的语句

show create table students;

4. 删除数据库

drop database zcl;

5. 创建一个新的字段

alter table students add column nal char(64);　

PS: 本人是很讨厌上面这种“简单解释+代码”的博客。其实我当时在mysql终端写了很多的实例，不过因为当时电脑运行一个看视频的软件，导致我无法Ctrl+C/V。现在懒了哈哈~~

二、python连接数据库

python3不再支持mysqldb。其替代模块是PyMySQL。本文的例子是在python3.4环境。

1. 安装pymysql模块

pip3 install pymysql

2. 连接数据库，插入数据实例

import pymysql
#生成实例，连接数据库zcl
conn = pymysql.connect(host='127.0.0.1', user='root', passwd='root', db='zcl')
#生成游标，当前实例所处状态
cur = conn.cursor()
#插入数据
reCount = cur.execute('insert into students(name, sex, age, tel, nal) values(%s, %s, %s, %s, %s)',('Jack','man',25,1351234,"CN"))
reCount = cur.execute('insert into students(name, sex, age, tel, nal) values(%s, %s, %s, %s, %s)',('Mary','female',18,1341234,"USA"))

conn.commit()  #实例提交命令

cur.close()
conn.close()
print(reCount)

查看结果:

mysql> select* from students;+----+------+-----+-----+-------------+------+
| id | name | sex | age | tel         | nal  |
+----+------+-----+-----+-------------+------+
|  1 | zcl  | man |  22 | 15622341234 | NULL |
|  2 | alex | man |  30 | 15622341235 | NULL |
+----+------+-----+-----+-------------+------+
2 rows in set

3. 获取数据

import pymysql

conn = pymysql.connect(host='127.0.0.1', user='root', passwd='root', db='zcl')
cur = conn.cursor()

reCount = cur.execute('select* from students')

res = cur.fetchone()       #获取一条数据
res2 = cur.fetchmany(3)   #获取3条数据
res3 = cur.fetchall()     #获取所有(元组格式)
print(res)
print(res2)
print(res3)
conn.commit()

cur.close()
conn.close()

输出:

(1, 'zcl', 'man', 22, '15622341234', None)
((2, 'alex', 'man', 30, '15622341235', None), (5, 'Jack', 'man', 25, '1351234', 'CN'), (6, 'Mary', 'female', 18, '1341234', 'USA'))
()

三、事务回滚

事务回滚是在数据写到数据库前执行的，因此事务回滚conn.rollback()要在实例提交命令conn.commit()之前。只要数据未提交就可以回滚，但回滚后ID却是自增的。请看下面的例子:

插入3条数据(注意事务回滚):

import pymysql
#连接数据库zcl
conn=pymysql.connect(host='127.0.0.1', user='root', passwd='root', db='zcl')
#生成游标，当前实例所处状态
cur=conn.cursor()
#插入数据
reCount=cur.execute('insert into students(name, sex, age, tel, nal) values(%s, %s, %s, %s, %s)', ('Jack', 'man', 25, 1351234, "CN"))
reCount=cur.execute('insert into students(name, sex, age, tel, nal) values(%s,%s,%s,%s,%s)', ('Jack2', 'man', 25, 1351234, "CN"))
reCount=cur.execute('insert into students(name, sex, age, tel, nal) values(%s, %s, %s, %s, %s)', ('Mary', 'female', 18, 1341234, "USA"))

conn.rollback()      #事务回滚
conn.commit()        #实例提交命令

cur.close()
conn.close()
print(reCount)

未执行命令前与执行命令后(包含回滚操作)(注意ID号): 未执行上面代码与执行上面代码的结果是一样的!!因为事务已经回滚，故students表不会增加数据!

mysql> select* from students;+----+------+--------+-----+-------------+------+
| id | name | sex    | age | tel         | nal  |
+----+------+--------+-----+-------------+------+
|  1 | zcl  | man    |  22 | 15622341234 | NULL |
|  2 | alex | man    |  30 | 15622341235 | NULL |
|  5 | Jack | man    |  25 | 1351234     | CN   |
|  6 | Mary | female |  18 | 1341234     | USA  |
+----+------+--------+-----+-------------+------+
4 rows in set

执行命令后(不包含回滚操作):只需将上面第11行代码注释。

mysql> select* from students;+----+-------+--------+-----+-------------+------+
| id | name  | sex    | age | tel         | nal  |
+----+-------+--------+-----+-------------+------+
|  1 | zcl   | man    |  22 | 15622341234 | NULL |
|  2 | alex  | man    |  30 | 15622341235 | NULL |
|  5 | Jack  | man    |  25 | 1351234     | CN   |
|  6 | Mary  | female |  18 | 1341234     | USA  |
| 10 | Jack  | man    |  25 | 1351234     | CN   |
| 11 | Jack2 | man    |  25 | 1351234     | CN   |
| 12 | Mary  | female |  18 | 1341234     | USA  |
+----+-------+--------+-----+-------------+------+
7 rows in set

总结：虽然事务回滚了，但ID还是自增了，不会因回滚而取消，但这不影响数据的一致性（底层的原理我不清楚~）

四、批量插入数据

import pymysql
#连接数据库zcl
conn = pymysql.connect(host='127.0.0.1', user='root', passwd='root', db='zcl')
#生成游标，当前实例所处状态
cur = conn.cursor()
li = [
    ("cjy","man",18,1562234,"USA"),
    ("cjy2","man",18,1562235,"USA"),
    ("cjy3","man",18,1562235,"USA"),
    ("cjy4","man",18,1562235,"USA"),
    ("cjy5","man",18,1562235,"USA"),
]

#插入数据
reCount = cur.executemany('insert into students(name,sex,age,tel,nal) values(%s,%s,%s,%s,%s)', li)

#conn.rollback()  #事务回滚
conn.commit()  #实例提交命令

cur.close()
conn.close()
print(reCount)

pycharm下输出: 5

mysql终端显示:

mysql> select* from students;   　  #插入数据前+----+-------+--------+-----+-------------+------+
| id | name  | sex    | age | tel         | nal  |
+----+-------+--------+-----+-------------+------+
|  1 | zcl   | man    |  22 | 15622341234 | NULL |
|  2 | alex  | man    |  30 | 15622341235 | NULL |
|  5 | Jack  | man    |  25 | 1351234     | CN   |
|  6 | Mary  | female |  18 | 1341234     | USA  |
| 10 | Jack  | man    |  25 | 1351234     | CN   |
| 11 | Jack2 | man    |  25 | 1351234     | CN   |
| 12 | Mary  | female |  18 | 1341234     | USA  |
+----+-------+--------+-----+-------------+------+
7 rows in set


mysql> mysql> select* from students;　　　#插入数据后+----+-------+--------+-----+-------------+------+
| id | name  | sex    | age | tel         | nal  |
+----+-------+--------+-----+-------------+------+
|  1 | zcl   | man    |  22 | 15622341234 | NULL |
|  2 | alex  | man    |  30 | 15622341235 | NULL |
|  5 | Jack  | man    |  25 | 1351234     | CN   |
|  6 | Mary  | female |  18 | 1341234     | USA  |
| 10 | Jack  | man    |  25 | 1351234     | CN   |
| 11 | Jack2 | man    |  25 | 1351234     | CN   |
| 12 | Mary  | female |  18 | 1341234     | USA  |
| 13 | cjy   | man    |  18 | 1562234     | USA  |
| 14 | cjy2  | man    |  18 | 1562235     | USA  |
| 15 | cjy3  | man    |  18 | 1562235     | USA  |
| 16 | cjy4  | man    |  18 | 1562235     | USA  |
| 17 | cjy5  | man    |  18 | 1562235     | USA  |
+----+-------+--------+-----+-------------+------+
12 rows in set

学完的东西要及时总结，有些东西忘记了阿~_~

以上就是如何使用python对数据库(mysql)进行操作的详细内容，更多请关注其它相关文章！