如何通过Python实例连接云数据库?

要通过Python连接云数据库,通常需要使用特定的数据库驱动和库,以下是一些常见的云数据库及其连接方法:

如何通过Python实例连接云数据库?插图1

MySQL/MariaDB

安装依赖

pip install mysql-connector-python

连接代码示例

import mysql.connector
from mysql.connector import Error
def connect_to_mysql():
    try:
        connection = mysql.connector.connect(
            host='your_host',
            database='your_database',
            user='your_username',
            password='your_password'
        )
        if connection.is_connected():
            print("Connected to MySQL database")
            # Perform your database operations here
    except Error as e:
        print(f"Error while connecting to MySQL: {e}")
    finally:
        if connection.is_connected():
            connection.close()
            print("MySQL connection is closed")
connect_to_mysql()

PostgreSQL

安装依赖

pip install psycopg2-binary

连接代码示例

import psycopg2
from psycopg2 import OperationalError
def connect_to_postgresql():
    try:
        connection = psycopg2.connect(
            host='your_host',
            database='your_database',
            user='your_username',
            password='your_password'
        )
        cursor = connection.cursor()
        print("PostgreSQL server information")
        print(connection.get_dsn_parameters(), "n")
        cursor.execute("SELECT version();")
        record = cursor.fetchone()
        print("You are connected to ", record, "n")
    except OperationalError as e:
        print(f"The error '{e}' occurred")
    finally:
        if connection:
            cursor.close()
            connection.close()
            print("PostgreSQL connection is closed")
connect_to_postgresql()

SQLite

SQLite是一个嵌入式数据库,不需要单独的服务器进程。

安装依赖

如何通过Python实例连接云数据库?插图3

SQLite是Python标准库的一部分,无需额外安装。

连接代码示例

import sqlite3
from sqlite3 import Error
def connect_to_sqlite():
    try:
        connection = sqlite3.connect('your_database.db')
        cursor = connection.cursor()
        print("Successfully Connected to SQLite")
        # Perform your database operations here
    except Error as e:
        print(f"Error while connecting to SQLite: {e}")
    finally:
        if connection:
            connection.close()
            print("SQLite connection is closed")
connect_to_sqlite()

MongoDB (NoSQL)

安装依赖

pip install pymongo

连接代码示例

from pymongo import MongoClient
from pymongo.errors import ConnectionFailure
def connect_to_mongodb():
    try:
        client = MongoClient('mongodb://your_username:your_password@your_host:your_port/your_database')
        db = client['your_database']
        print("Connected to MongoDB")
        # Perform your database operations here
    except ConnectionFailure as e:
        print(f"Could not connect to MongoDB: {e}")
    finally:
        client.close()
        print("MongoDB connection is closed")
connect_to_mongodb()

5. Amazon RDS (MySQL/PostgreSQL)

Amazon RDS提供了托管的关系数据库服务,连接方式与本地MySQL或PostgreSQL类似,只需将host替换为RDS实例的终端节点。

如何通过Python实例连接云数据库?插图5

连接代码示例(以MySQL为例)

import mysql.connector
from mysql.connector import Error
def connect_to_amazon_rds():
    try:
        connection = mysql.connector.connect(
            host='your_rds_endpoint',
            database='your_database',
            user='your_username',
            password='your_password'
        )
        if connection.is_connected():
            print("Connected to Amazon RDS MySQL database")
            # Perform your database operations here
    except Error as e:
        print(f"Error while connecting to Amazon RDS: {e}")
    finally:
        if connection.is_connected():
            connection.close()
            print("Amazon RDS connection is closed")
connect_to_amazon_rds()

6. Google Cloud SQL (MySQL/PostgreSQL)

Google Cloud SQL提供了托管的关系数据库服务,连接方式与本地MySQL或PostgreSQL类似,只需将host替换为Cloud SQL实例的公共IP地址或私有IP地址。

连接代码示例(以MySQL为例)

import mysql.connector
from mysql.connector import Error
def connect_to_google_cloud_sql():
    try:
        connection = mysql.connector.connect(
            host='your_cloud_sql_public_ip',
            database='your_database',
            user='your_username',
            password='your_password'
        )
        if connection.is_connected():
            print("Connected to Google Cloud SQL MySQL database")
            # Perform your database operations here
    except Error as e:
        print(f"Error while connecting to Google Cloud SQL: {e}")
    finally:
        if connection.is_connected():
            connection.close()
            print("Google Cloud SQL connection is closed")
connect_to_google_cloud_sql()

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