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怎么用python写数据库_如何使用python对数据库(mysql)进行操作

發布時間:2025/3/15 30 豆豆
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一、數據庫基本操作

1. 想允許在數據庫寫中文,可在創建數據庫時用下面命令create database zcl charset utf8;

2. 查看students表結構desc students;

3. 查看創建students表結構的語句show create table students;

4. 刪除數據庫drop database zcl;

5. 創建一個新的字段alter table students add column nal char(64);

PS: 本人是很討厭上面這種“簡單解釋+代碼”的博客。其實我當時在mysql終端寫了很多的實例,不過因為當時電腦運行一個看視頻的軟件,導致我無法Ctrl+C/V。現在懶了哈哈~~

二、python連接數據庫

python3不再支持mysqldb。其替代模塊是PyMySQL。本文的例子是在python3.4環境。

1. 安裝pymysql模塊pip3 install pymysql

2. 連接數據庫,插入數據實例import pymysql

#生成實例,連接數據庫zcl

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

#生成游標,當前實例所處狀態

cur = conn.cursor()

#插入數據

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() #實例提交命令

cur.close()

conn.close()

print(reCount)

查看結果: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. 獲取數據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() #獲取一條數據

res2 = cur.fetchmany(3) #獲取3條數據

res3 = cur.fetchall() #獲取所有(元組格式)

print(res)

print(res2)

print(res3)

conn.commit()

cur.close()

conn.close()

輸出:(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、事務回滾

事務回滾是在數據寫到數據庫前執行的,因此事務回滾conn.rollback()要在實例提交命令conn.commit()之前。只要數據未提交就可以回滾,但回滾后ID卻是自增的。請看下面的例子:

插入3條數據(注意事務回滾):import pymysql

#連接數據庫zcl

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

#生成游標,當前實例所處狀態

cur=conn.cursor()

#插入數據

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() #事務回滾

conn.commit() #實例提交命令

cur.close()

conn.close()

print(reCount)

未執行命令前與執行命令后(包含回滾操作)(注意ID號): 未執行上面代碼與執行上面代碼的結果是一樣的!!因為事務已經回滾,故students表不會增加數據!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

執行命令后(不包含回滾操作):只需將上面第11行代碼注釋。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

總結:雖然事務回滾了,但ID還是自增了,不會因回滾而取消,但這不影響數據的一致性(底層的原理我不清楚~)

四、批量插入數據import pymysql

#連接數據庫zcl

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

#生成游標,當前實例所處狀態

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"),

]

#插入數據

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

#conn.rollback() #事務回滾

conn.commit() #實例提交命令

cur.close()

conn.close()

print(reCount)

pycharm下輸出: 5

mysql終端顯示:mysql> select* from students;   #插入數據前+----+-------+--------+-----+-------------+------+

| 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;   #插入數據后+----+-------+--------+-----+-------------+------+

| 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

學完的東西要及時總結,有些東西忘記了阿~_~

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