From 9c61504c66a24a4ad0138079056d6e4f95c17c4b Mon Sep 17 00:00:00 2001 From: xueweihan <595666367@qq.com> Date: Wed, 29 May 2024 17:46:44 +0800 Subject: [PATCH] feat: add sample for `sqlalchemy` --- .github/workflows/ci.yml | 2 + .gitignore | 3 + python/sqlalchemy/README.md | 114 ++++++++++++++++++++++++++ python/sqlalchemy/demo/db/__init__.py | 0 python/sqlalchemy/demo/db/base.py | 37 +++++++++ python/sqlalchemy/demo/db/config.py | 25 ++++++ python/sqlalchemy/demo/db/curd.py | 24 ++++++ python/sqlalchemy/demo/db/models.py | 27 ++++++ python/sqlalchemy/demo/main.py | 16 ++++ python/sqlalchemy/example.py | 61 ++++++++++++++ python/sqlalchemy/img/1.png | Bin 0 -> 162510 bytes python/sqlalchemy/img/2.png | Bin 0 -> 64011 bytes python/sqlalchemy/img/3.png | Bin 0 -> 29200 bytes python/sqlalchemy/requirements.txt | 2 + python/sqlalchemy/run.sh | 2 + 15 files changed, 313 insertions(+) create mode 100644 python/sqlalchemy/README.md create mode 100644 python/sqlalchemy/demo/db/__init__.py create mode 100644 python/sqlalchemy/demo/db/base.py create mode 100644 python/sqlalchemy/demo/db/config.py create mode 100644 python/sqlalchemy/demo/db/curd.py create mode 100644 python/sqlalchemy/demo/db/models.py create mode 100644 python/sqlalchemy/demo/main.py create mode 100644 python/sqlalchemy/example.py create mode 100644 python/sqlalchemy/img/1.png create mode 100644 python/sqlalchemy/img/2.png create mode 100644 python/sqlalchemy/img/3.png create mode 100644 python/sqlalchemy/requirements.txt create mode 100644 python/sqlalchemy/run.sh diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 02d5e11..ecf7364 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -33,6 +33,8 @@ jobs: with_oceanbase_container: true - name: 'mysql-connector-python' language: 'python' + - name: 'sqlalchemy' + language: 'python' with_oceanbase_container: true - name: 'mybatis-plus' language: 'java' diff --git a/.gitignore b/.gitignore index 520bca7..6749860 100644 --- a/.gitignore +++ b/.gitignore @@ -46,3 +46,6 @@ build/ ### JavaScript ### node_modules .svelte-kit + +### Python ### +__pycache__ diff --git a/python/sqlalchemy/README.md b/python/sqlalchemy/README.md new file mode 100644 index 0000000..15de920 --- /dev/null +++ b/python/sqlalchemy/README.md @@ -0,0 +1,114 @@ +# Python 连接 OceanBase 指南(SQLAlchemy) + +本文介绍如何通过 SQLAlchemy ORM 连接 OceanBase 数据库。 + +## SQLAlchemy 介绍 + +[SQLAlchemy](https://www.sqlalchemy.org/) 是一个开源的 SQL 工具包和对象关系映射(ORM)系统,用于 Python 应用程序。它提供了全面的数据库功能,包括操作数据库(CRUD 操作)、构建复杂的查询以及映射数据库表到 Python 类。 + +作为 SQL 工具包,SQLAlchemy 允许开发者编写原生 SQL 语句,同时提供了构建 SQL 的高级接口,使得数据库操作更为直观和安全。 + +作为 ORM,SQLAlchemy 允许开发者以面向对象的方式处理数据库。这意味着你可以定义 Python 类来表示数据库中的表,并且类的实例对应于表中的行。通过这种方式,你可以用 Python 代码来操作数据库,而不必编写大量的 SQL 代码。 + +SQLAlchemy 支持多种数据库系统,包括但不限于 OceanBase、PostgreSQL、MySQL、SQLite 等。它还提供了会话管理、事务控制、连接池等高级功能,使得数据库编程更加高效和可靠。 + +总而言之,SQLAlchemy 是 Python 中一个功能强大且灵活的数据库解决方案,适用于从简单应用到复杂企业级应用的各种场景。 + + +## 安装 OceanBase 数据库 + +首先,可以选择本地安装 OceanBase 数据库,安装步骤如下: + +``` +# 下载并安装 all-in-one (需要联网) +bash -c "$(curl -s https://obbusiness-private.oss-cn-shanghai.aliyuncs.com/download-center/opensource/oceanbase-all-in-one/installer.sh)" +source ~/.oceanbase-all-in-one/bin/env.sh + +# 快速部署 OceanBase database +obd demo +``` + +但这里推荐通过[免费试用](https://www.oceanbase.com/free-trial),无需安装和配置,即可获得一个可用的 OceanBase 数据库实例。 + +![](img/1.png) + +⚠️ 注意: +1. 创建完数据库实例,等待 OceanBase 数据库实例创建完成,点击「实例列表」进入到实例详情页,进行后续操作。 +2. 在「数据库实例」页面开通公网地址,点击「实例白名单」添加自己机器的公网 IP。 +3. 在「数据库管理」页面创建数据库,用于存储数据。 +4. 在「账号管理」页面,点击「创建账号」,创建一个账号,用于连接数据库。 + +完成以上工作后,可以通过命令行或者图形化工具连接数据库,确保连接信息正确,方便后续的使用。 + +![](img/2.png) + +## 快速开始 + +为了防止环境问题,推荐使用 anaconda 配置 python 3.x 环境。 + +在开始之前,需要先确保 SQLAlchemy 已安装:`pip install -r requirements.txt`。 + +下面,我提供了一个简单的示例代码([example.py](example.py)),以及一个 [demo](demo) 目录,它包含了使用 SQLAlchemy 的极简目录结构和代码。 + +### 示例代码 + +以 [example.py](example.py) 为例,仅需替换文件最上方的 OceanBase 连接信息,即可运行示例代码。 + +``` +# OceanBase 数据库连接参数 +username = 'root' # 「账号管理」页面创建的账号 +password = '' # 「账号管理」页面创建的账号密码 +host = 'localhost' # 「数据库实例」页面开通的公网地址 +port = '3306' # 无需改动 +database = 'test' # 「数据库管理」页面创建的数据库 +``` + +修改代码中的连接信息,在命令行进入到 `python/sqlalchemy` 目录,直接执行 `python example.py` 运行示例代码,输出结果如下: + +``` + + + + + +``` + +### 目录结构 + +上面的 `example.py` 是面条代码,在实际项目中,我们需要更好的组织代码,这里提供了一个极简的目录结构,如下: + +``` +. +├── db +│   ├── __init__.py +│   ├── base.py # 基类 +│   ├── config.py # 数据库连接信息 +│   ├── curd.py # 增删改查 +│   └── models.py # 数据库模型 +└── main.py # 入口文件 +``` + +其中,`db` 目录下是数据库相关的代码,`main.py` 是入口文件,代码如下: + +```python +from db.base import get_db +from db.curd import insert_user, query_all_user + + +if __name__ == '__main__': + with get_db() as db: + # 新增用户 + insert_user(db, 'HelloGitHub', 8) + # 查询所有用户 + query_all_user(db) +``` + +进入到 `python/sqlalchemy/demo` 目录,执行 `python main.py` 即可得到运行结果。 + +``` + +``` + +最后,通过数据库命令行工具或者图形化工具查看数据库,可以看到新增的用户数据。 + +![](img/3.png) diff --git a/python/sqlalchemy/demo/db/__init__.py b/python/sqlalchemy/demo/db/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/python/sqlalchemy/demo/db/base.py b/python/sqlalchemy/demo/db/base.py new file mode 100644 index 0000000..79ae567 --- /dev/null +++ b/python/sqlalchemy/demo/db/base.py @@ -0,0 +1,37 @@ +#!/usr/bin/env python +# -*- coding:utf-8 -*- +# +# Author : XueWeiHan +# E-mail : 595666367@qq.com +# Date : 2024-05-29 14:28 +# Desc : SQLAlchemy 引擎和 OceanBase 基表定义 +from contextlib import contextmanager +from typing import Generator + +from sqlalchemy import create_engine, Column, Integer +from sqlalchemy.orm import sessionmaker +from sqlalchemy.orm import DeclarativeBase + +from .config import ob_db_url as db_url + + +# 创建SQLAlchemy引擎 +engine = create_engine(db_url) +# 创建一个 session 类型 +Session = sessionmaker(bind=engine) + + +class Base(DeclarativeBase): + id = Column(Integer, primary_key=True, autoincrement=True) + + +@contextmanager +def get_db() -> Generator: + session = Session() + try: + yield session + except Exception: + session.rollback() + raise + finally: + session.close() diff --git a/python/sqlalchemy/demo/db/config.py b/python/sqlalchemy/demo/db/config.py new file mode 100644 index 0000000..98f069f --- /dev/null +++ b/python/sqlalchemy/demo/db/config.py @@ -0,0 +1,25 @@ +#!/usr/bin/env python +# -*- coding:utf-8 -*- +# +# Author : XueWeiHan +# E-mail : 595666367@qq.com +# Date : 2024-05-29 14:28 +# Desc : 配置文件 + + +class Config(object): + + @staticmethod + def oceanbase_db_url(): + # OceanBase 数据库连接参数 + username = 'root' + password = '' + host = 'localhost' + port = '3306' + database = 'test' + db_url = 'mysql+pymysql://{username}:{password}@{host}:{port}/{database}'.format( + username=username, password=password, host=host, port=port, database=database) + return db_url + + +ob_db_url = Config.oceanbase_db_url() diff --git a/python/sqlalchemy/demo/db/curd.py b/python/sqlalchemy/demo/db/curd.py new file mode 100644 index 0000000..6720f52 --- /dev/null +++ b/python/sqlalchemy/demo/db/curd.py @@ -0,0 +1,24 @@ +#!/usr/bin/env python +# -*- coding:utf-8 -*- +# +# Author : XueWeiHan +# E-mail : 595666367@qq.com +# Date : 2024-05-29 14:28 +# Desc : 操作表的数据 +from sqlalchemy.orm import Session + +from db.models import User + + +def insert_user(db: Session, name: str, age: int): + # 新增用户数据 + user = User(name=name, age=age) + db.add(user) + # 提交事务, 保存数据。get_db 中做了所以这里不需要再提交 + db.commit() + + +def query_all_user(db: Session): + users = db.query(User).all() + for user in users: + print(user) diff --git a/python/sqlalchemy/demo/db/models.py b/python/sqlalchemy/demo/db/models.py new file mode 100644 index 0000000..de5ccf2 --- /dev/null +++ b/python/sqlalchemy/demo/db/models.py @@ -0,0 +1,27 @@ +#!/usr/bin/env python +# -*- coding:utf-8 -*- +# +# Author : XueWeiHan +# E-mail : 595666367@qq.com +# Date : 2024-05-29 14:28 +# Desc : 配置文件 +from sqlalchemy import Column, Integer, VARCHAR + +from db.base import Base, engine + + +# 定义一个 ORM 模型,映射到数据库中的表 +class User(Base): + __tablename__ = 'users' + + id = Column(Integer, primary_key=True) + name = Column(VARCHAR(50)) + age = Column(Integer) + + def __repr__(self): + return f"" + + +if __name__ == '__main__': + # 创建数据库表(如果表不存在) + Base.metadata.create_all(engine) diff --git a/python/sqlalchemy/demo/main.py b/python/sqlalchemy/demo/main.py new file mode 100644 index 0000000..a5633ba --- /dev/null +++ b/python/sqlalchemy/demo/main.py @@ -0,0 +1,16 @@ +# -*- coding:utf-8 -*- +# +# Author : XueWeiHan +# E-mail : 595666367@qq.com +# Date : 2024-05-29 14:28 +# Desc : 运行入口 +from db.base import get_db +from db.curd import insert_user, query_all_user + + +if __name__ == '__main__': + with get_db() as db: + # 新增用户 + insert_user(db, 'HelloGitHub', 8) + # 查询所有用户 + query_all_user(db) diff --git a/python/sqlalchemy/example.py b/python/sqlalchemy/example.py new file mode 100644 index 0000000..30b1ce2 --- /dev/null +++ b/python/sqlalchemy/example.py @@ -0,0 +1,61 @@ +#!/usr/bin/python3 +from sqlalchemy import create_engine, Column, Integer, VARCHAR +from sqlalchemy.orm import sessionmaker +from sqlalchemy.ext.declarative import declarative_base + +# OceanBase 数据库连接参数 +username = 'root' +password = '' +host = 'localhost' +port = '3306' +database = 'test' + +# 创建一个 SQLAlchemy 引擎,连接到 OceanBase 数据库 +# 创建数据库连接字符串 +connection_string = f'mysql+pymysql://{username}:{password}@{host}:{port}/{database}' +# 创建SQLAlchemy引擎 +engine = create_engine(connection_string) + + +# 创建一个 session 类型 +Session = sessionmaker(bind=engine) + +# 创建一个基类,用于定义 ORM 模型 +Base = declarative_base() + + +# 定义一个 ORM 模型,映射到数据库中的表 +class User(Base): + __tablename__ = 'users' + + id = Column(Integer, primary_key=True) + name = Column(VARCHAR(50)) + age = Column(Integer) + + def __repr__(self): + return f"" + + +# 创建数据库表(如果表不存在) +Base.metadata.create_all(engine) + +# 创建 session 实例 +session = Session() + +# 添加一些用户数据 +new_user_1 = User(name='Alice', age=30) +new_user_2 = User(name='Bob', age=25) + +session.add(new_user_1) +session.add(new_user_2) + +# 提交事务 +session.commit() + +# 查询数据 +users = 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