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自学教程:Python3访问MySQL数据库的实现步骤

51自学网 2025-02-05 12:15:10
  python
这篇教程Python3访问MySQL数据库的实现步骤写得很实用,希望能帮到您。

前言

要实现一个简单的IM(即时通讯)系统,支持用户注册、登录和聊天记录存储,你可以使用Python和mysql数据库。以下是一个基本的实现示例: 要使用MySQL创建表并通过Python提供一个API服务,你可以使用Flask框架来实现API服务,并使用PyMySQL库来连接MySQL数据库。以下是一个基本的实现步骤:

1. 安装所需库

首先,确保你安装了Flask和PyMySQL库:

pip install flask pymysql

2. MySQL数据库设置

docker run --hostname=a5ddc3708f2e --env=MYSQL_ROOT_PASSWORD=123456 --env=MYSQL_DATABASE=jwordpress --env=TZ=Asia/Shanghai --env=LANG=en_US.UTF-8 --env=PATH=/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin --env=GOSU_VERSION=1.7 --env=MYSQL_MAJOR=5.7 --env=MYSQL_VERSION=5.7.26-1debian9 --volume=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker/mysql/my.cnf:/etc/mysql/my.cnf:rw --volume=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker/mysql/init-file.sql:/etc/mysql/init-file.sql:rw --volume=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker/mysql/data:/var/lib/mysql:rw --volume=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker/mysql/docker-entrypoint-initdb.d:/docker-entrypoint-initdb.d:rw --volume=/var/lib/mysql --network=docker_default -p 3306:3306 --restart=unless-stopped --label='com.docker.compose.config-hash=f33622a4d32e092d39a39c3dc0bd2259df09b24ad897567bcaa7f7fa0630b019' --label='com.docker.compose.container-number=1' --label='com.docker.compose.depends_on=' --label='com.docker.compose.image=sha256:a1aa4f76fab910095dfcf4011f32fbe7acdb84c46bb685a8cf0a75e7d0da8f6b' --label='com.docker.compose.oneoff=False' --label='com.docker.compose.project=docker' --label='com.docker.compose.project.config_files=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker/docker-compose.yml' --label='com.docker.compose.project.working_dir=D:/IdeaProjects/Jwordpress-parent-s02-81f3dea303558f4388ef39435a52ea1cfab22904/docker' --label='com.docker.compose.service=mysql' --label='com.docker.compose.version=2.21.0' --runtime=runc -d registry.cn-hangzhou.aliyuncs.com/zhengqing/mysql:5.7

假设你已经在MySQL中创建了一个数据库,接下来创建用户和消息表。

CREATE DATABASE chat_db;USE chat_db;CREATE TABLE users (    id INT AUTO_INCREMENT PRIMARY KEY,    username VARCHAR(255) UNIQUE NOT NULL,    password VARCHAR(255) NOT NULL);CREATE TABLE messages (    id INT AUTO_INCREMENT PRIMARY KEY,    sender VARCHAR(255) NOT NULL,    receiver VARCHAR(255) NOT NULL,    message TEXT NOT NULL,    timestamp DATETIME DEFAULT CURRENT_TIMESTAMP);

3. 创建Flask API服务

一个简单的Flask应用,提供注册、登录和发送消息的API。 详见main.py

from flask import Flask, request, jsonifyimport pymysqlimport bcryptapp = Flask(__name__)# Database connection configurationdb_config = {    'host': 'localhost',    'user': 'root',    'password': '123456',    'database': 'chat_db'}def get_db_connection():    return pymysql.connect(**db_config)@app.route('/register', methods=['POST'])def register():    data = request.json    username = data['username']    password = data['password']    hashed = bcrypt.hashpw(password.encode('utf-8'), bcrypt.gensalt())    conn = get_db_connection()    cursor = conn.cursor()    try:        cursor.execute("INSERT INTO users (username, password) VALUES (%s, %s)", (username, hashed))        conn.commit()        return jsonify({'message': 'Registration successful!'}), 201    except pymysql.IntegrityError:        return jsonify({'message': 'Username already exists!'}), 400    finally:        cursor.close()        conn.close()@app.route('/login', methods=['POST'])def login():    data = request.json    username = data['username']    password = data['password']    conn = get_db_connection()    cursor = conn.cursor()    try:        cursor.execute("SELECT password FROM users WHERE username = %s", (username,))        result = cursor.fetchone()        if result and bcrypt.checkpw(password.encode('utf-8'), result[0].encode('utf-8')):            return jsonify({'message': 'Login successful!'}), 200        else:            return jsonify({'message': 'Incorrect username or password!'}), 401    finally:        cursor.close()        conn.close()@app.route('/send_message', methods=['POST'])def send_message():    data = request.json    sender = data['sender']    receiver = data['receiver']    message = data['message']    conn = get_db_connection()    cursor = conn.cursor()    cursor.execute("INSERT INTO messages (sender, receiver, message) VALUES (%s, %s, %s)", (sender, receiver, message))    conn.commit()    cursor.close()    conn.close()    return jsonify({'message': 'Message sent successfully!'}), 201@app.route('/get_messages', methods=['GET'])def get_messages():    user1 = request.args.get('user1')    user2 = request.args.get('user2')    conn = get_db_connection()    cursor = conn.cursor()    cursor.execute('''SELECT sender, receiver, message, timestamp FROM messages                       WHERE (sender = %s AND receiver = %s) OR (sender = %s AND receiver = %s)                      ORDER BY timestamp''', (user1, user2, user2, user1))    messages = cursor.fetchall()    cursor.close()    conn.close()    return jsonify(messages), 200if __name__ == '__main__':    app.run(debug=True)

4. 运行API服务

将上述代码保存为一个Python文件(例如main.py),然后运行:

python main.py

这将启动一个Flask开发服务器,你可以通过POST请求来注册和登录用户,通过GET请求来获取聊天记录。

5. 测试

post http://127.0.0.1:5000/register

{    "username": "alice",    "password": "password123"}

post http://127.0.0.1:5000/register

{    "username": "bob",    "password": "password123"}

post http://127.0.0.1:5000/send_message

{    "sender": "alice",    "receiver": "bob",    "message": "Hello Bob!"}

get http://127.0.0.1:5000/get_messages?user1=alice&user2=bob

[    [        "alice",        "bob",        "Hello Bob!",        "Fri, 15 Nov 2024 16:06:33 GMT"    ]]

请注意,这个示例是一个基本实现,适用于学习和测试。在生产环境中,你需要考虑更多的安全性和性能优化,例如使用HTTPS、添加身份验证令牌等。

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