知行编程网知行编程网  2022-07-24 06:00 知行编程网 |  隐藏边栏 |   抢沙发 |  5 
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1. 前言

Sqlite 是一种 嵌入式数据库，数据库就是一个文件，体积很小，底层由 C 语言编写，经常被集成到移动应用程序中

事实上，Python 内置了 sqlite3 模块，不需要安装任何依赖，就可以直接操作 Sqlite 数据库

2. 准备

和 Python 操作 Mysql 类似，操作 Sqlite 主要包含下面 2 种方式：

  • sqlite3 + 原生 SQL

  • SQLAlchemy + ORM

3. sqlite3 + 原生 SQL

由于 Python 内置了 sqlite3 模块，这里直接导入就可以使用了

 sqlite3

首先，我们使用 sqlite3 的 connnect() 方法创建一个数据库连接对象，如果数据库不存在，就自动在对应目录下新建一个数据库文件

然后，通过数据库连接对象获取一个操作数据库的 游标实例

.conn.cursor()

接着，使用数据库连接对象执行创建表的 SQL 语句，在数据库内新建一张表

接下来，我们通过增删改查来操作数据表

1、新增

同样以新增单条数据和多条数据为例

对于单条数据的插入，只需要编写一条插入的 SQL 语句，然后作为参数执行上面数据库连接对象的 execute(sql) 方法，最后使用数据库连接对象的 commit() 方法将数据提交到数据库中

需要注意的是，插入操作经常会因为主键原因导致新增异常，所以需要捕获异常，执行回滚操作

使用数据库连接对象的 executemany() 方法，传入插入的 SQL 语句及 位置变量列表，可以实现一次插入多条数据

2、查询

查询分为 2 步，分别是：

  • 通过游标对象执行查询的 SQL 语句

  • 调用游标对象的方法获取查询结果

比如：

要获取所有数据，可以使用游标对象的 fetchall() 方法

要获取第一条满足条件的数据，可以使用 fetchone() 方法

另外，fetchmany(num) 可以查询固定数量的数据

    print(result)

3、更新

和 新增操作 类似，更新操作也是通过数据库连接对象去执行更新的 SQL 语句，最后执行提交操作，将数据真实更新到数据表中

以更新某一条记录为例

4、删除

删除操作同查询、新增操作类似，只需要执行删除的 SQL 语句即可

以删除某一条记录为例

最后，我们同样需要将游标对象和数据库连接对象，资源释放

.conn.close()

4. SQLAlchemy + ORM

使用 SQLAlchemy 操作 sqlite 数据库同样先需要安装依赖库

通过内置方法 declarative_base() 创建一个基础类 Base

然后，自定义一个 Base 类的子类，内部通过定义静态变量指定表名、表的字段

接着，通过 SQLAlchemy 的 create_engine(sqlite数据库路径) 方法中创建数据库连接对象

格式为：sqlite:///数据库相对路径

)

最后，通过数据库引擎在数据库中创建表结构，并实例化一个 数据库会话对象

PS：数据库会话对象内置的方法非常方便我们进行增删改查操作

这样所有的准备工作已经完成，接下来可以进行增删改查操作了

1、新增

新增操作同样以新增一条和多条记录为例，它们分别对应会话对象的 add()、add_all() 方法

对于一条记录的新增操作，只需要实例化一个 People 对象，执行上面的会话对象的 add(instance) 和 commit() 两个方法，即可以将数据插入到数据表中

如果需要一次插入多条数据，只需要调用 add_all(列表数据) 即可

2、查询

查询数据表的操作对应会话对象的 query() 方法

同时，还可以结合 all()、first()、filter_by(限制条件) 级联方法限制要查询的数据

以查询所有记录和根据 id 查询一条记录为例

3、更新

更新操作一般做法是：

  • query 查询出待更新的对象

  • 直接更新对象中的数据

  • 使用会话对象提交修改，完成更新操作

需要指出的是，这里也可以使用内置方法 update() ，对上面的更新操作进行简写

    self.session.commit()

4、删除

和更新操作一样，删除操作也有两种实现方式

第一种方式的思路是，先查询，后删除，最后提交会话完成删除操作

以按照 id 删除某一条记录为例：

需要注意的是，查询的结果必须判断是否为空，否则直接执行删除操作，可以会抛出异常

另外一种方式是，直接使用级联函数将上面的删除操作进行简写

同样，这种删除操作需要捕获异常，避免查询的结果为空的情况

最后，完成所有操作之后，我们需要结束会话、销毁数据库引擎

5.最后

本篇文章通过一张表的增删改查，详细讲解了 Python 操作 sqlite 的两种使用方式

我已经将文中全部源码上传到后台，关注后回复「 813 」即可获得全部源码

如果你觉得文章还不错，请大家 三连一下，因为这将是我持续输出更多优质文章的最强动力！

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51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="max-width: 100%;font-size: 14px;color: rgb(51, 51, 51);text-align: left;box-sizing: border-box !important;overflow-wrap: break-word !important;"><span style="max-width: 100%;font-family: 楷体, 楷体_GB2312, SimKai;white-space: pre-wrap;font-size: 12px;box-sizing: border-box !important;overflow-wrap: break-word !important;">点阅读原文,领AI全套资料！</span></section></section></section></section></section></section></section>

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