如何使用python records 库优雅的操作数据库
今天要介绍的这个python第三方库非常厉害,完美操作各种数据库。名字叫 records, 在网上很少有这个库的相关资料,但是在开源社区可是很火热的哦。如果这还不能打消你的顾虑,再告诉你一件事:如果你用 python 编程,你一定听过 requests, 这两个库是同一个作者写的。
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" alt="" />
一、快速使用
使用步骤:
1、连接数据库,返回 db 数据库对象
2、db 对象执行 sql 语句
# pip install records 安装
import records
# 获取数据库
db = records.Database('mysql+pymysql://root:@localhost:3306/dev01_git')
# 查询
rows = db.query('select * from lemon_user')
获取数据库的格式是标准的 URL 格式,如果使用的不是 mysql 数据库,只需要换掉数据库类型就可以了:
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" alt="" />
二、创建表
# 连接数据库
db = records.Database('mysql+pymysql://root:@localhost:3306/dev01_git')
# 创建表
sql_create_table = """CREATE TABLE IF NOT EXISTS lemon_user (
name varchar(20),
age int
) DEFAULT CHARSET=utf8 ;"""
db.query(sql_create_table)
三、插入单条数据
records 支持使用 :variable
定义变量,通过参数传入完成动态传值,在需要动态加载数据的时候非常有用:
user = {"name": "yuze5", "age": 20}
db.query('INSERT INTO lemon_user(name,age) values (:name, :age)', **user)
四、插入多条数据
sql 语句在执行多条数据操作的时候非常不方便,尤其是当值还是变化的时候。 records 提供的 bulk_query 方法能快捷的插入和更新多条数据:
users = [
{"name":"yuze", "age": 13},
{"name":"yuze2", "age": 15},
{"name":"yuze3", "age": 16}
]
db.bulk_query('INSERT INTO lemon_user(name,age) values (:name, :age)', users)
五、数据查询
查询到数据以后,可以通过 all() 方法获取所有的记录,支持 3 种类型。
- 默认是自己封装的 RecordCollection 对象,
- 也可以通过 as_dict=True 参数转成字典形式,
- 可以通过 as_ordereddict=True 转成排序字典形式
rows = db.query('SELECT * FROM lemon_user;')
# 得到所有数据
print(rows.all())
# 字典形式展示
print(rows.all(as_dict=True))
# 获取第一个
print(rows.first())
# 以字典形式获取第一个
print(rows.first(as_dict=True))
# 排序字典
print(rows.first(as_ordereddict=True))
# 查询唯一的一个
print(rows.one())
六、简洁的数据库事务支持
数据库事务是经常需要使用到的数据库操作,他通常是为了保持数据原子性和一致性。
比如一个转账的数据库操作:
1、从 yuze 账号中读取余额 ,
2、对 yuze 账号余额减去转账 - 400
3、从 chaoge 账号中把余额读出来
4、对 chaoge 账号做加法操作(+400)。
我们必须保证这 4 步同时执行成功,要么同时都不成功。如果前 2 步已经执行成功,但是到第 3 步发生了错误导致后面都不能执行,就会出现问题:yuze 的账号被扣了钱,但是 chaoge 的账号却没有加钱。
通过数据库事务就能避免这种情况。
with db.transaction() as tx:
user = {"name": "yuze9", "age": 20}
tx.query('INSERT INTO lemon_user(name,age) values (:name, :age)', **user)
# 下面是错误的 sql 语句,有错误,则上面的 sql 语句不会成功执行。
tx.query('sof')
七、数据导出为 json
数据库数据得到以后还需要进一步的操作,比如保存起来。
rows = db.query('SELECT * FROM lemon_user;')
json_rows = rows.export('yaml')
print(json_rows)
八、数据导出到 Excel 文件
最常用的是如果需要各种各样的报表,需要放到 excel 文件中保存起来。
rows = db.query('SELECT * FROM lemon_user;')
with open('users.xlsx', 'wb') as f:
f.write(rows.export('xlsx'))
导出的数据效果:
aaarticlea/png;base64,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" alt="" />
九、总结
- records 支持多种不同的数据库;
- records 的方法非常简单和统一,不像 pymysql 还需要记住如游标对象这样的底层信息;
- 自动实现上下文管理器,不需要关注链接状态;
- 支持
:variable
方言,以安全的形式进行动态参数传递,防止 sql 语句不规范导致的安全问题; - 支持数据库事务,保持数据的原子性和一致性;
- 轻松导出为 json, yaml, xls, xlsx, pandas, html 等多种数据格式。
- 源码非常简单,你一定看得懂。
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