以下是使用aiomysql实现的异步MySQL数据写入脚本，包含连接池管理和批量写入功能：
import asyncio
import aiomysql
from typing import List, Dict
class AsyncMySQLWriter:
def __init__(self, host: str, user: str, password: str, db: str,
pool_size: int = 5):
self.host = host
self.user = user
self.password = password
self.db = db
self.pool_size = pool_size
self.pool = None
async def connect(self):
"""创建连接池"""
self.pool = await aiomysql.create_pool(
host=self.host,
user=self.user,
password=self.password,
db=self.db,
minsize=1,
maxsize=self.pool_size,
autocommit=True
)
async def execute_single(self, query: str, params: tuple = None):
"""执行单条SQL"""
async with self.pool.acquire() as conn:
async with conn.cursor() as cur:
await cur.execute(query, params or ())
async def execute_batch(self, query: str, params_list: List[tuple]):
"""批量执行SQL"""
async with self.pool.acquire() as conn:
async with conn.cursor() as cur:
await cur.executemany(query, params_list)
async def insert_dict(self, table: str, data: Dict):
"""字典形式插入数据"""
columns = ', '.join(data.keys())
placeholders = ', '.join(['%s'] * len(data))
query = f"INSERT INTO {table} ({columns}) VALUES ({placeholders})"
await self.execute_single(query, tuple(data.values()))
async def close(self):
"""关闭连接池"""
if self.pool:
self.pool.close()
await self.pool.wait_closed()
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# 使用示例
async def main():
writer = AsyncMySQLWriter(
host="localhost",
user="root",
password="password",
db="test_db"
)
await writer.connect()
# 单条写入
await writer.execute_single(
"INSERT INTO users (name, age) VALUES (%s, %s)",
("Alice", 25)
)
# 批量写入
batch_data = [("Bob", 30), ("Charlie", 35)]
await writer.execute_batch(
"INSERT INTO users (name, age) VALUES (%s, %s)",
batch_data
)
# 字典形式写入
await writer.insert_dict("users", {"name": "David", "age": 40})
await writer.close()
if __name__ == "__main__":
asyncio.run(main())
该脚本实现了MySQL异步写入功能，包含连接池管理、单条/批量写入、字典形式插入等方法。使用前需安装aiomysql库(pip install aiomysql)。连接参数需根据实际MySQL配置修改。