以下是使用Python asyncio实现的多协程爬虫任务共享队列处理方案，包含任务队列、协程池和结果收集功能：
import asyncio
import aiohttp
from collections import deque
from typing import List, Dict, Any
class AsyncSpider:
def __init__(self, concurrency: int = 10):
self.task_queue = asyncio.Queue()
self.results = []
self.concurrency = concurrency
self.session = None
async def fetch(self, url: str) -> str:
async with self.session.get(url) as response:
return await response.text()
async def worker(self):
while True:
try:
url = await self.task_queue.get()
html = await self.fetch(url)
self.results.append({"url": url, "html": html[:200]})
self.task_queue.task_done()
except Exception as e:
print(f"Error fetching {url}: {e}")
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async def run(self, urls: List[str]):
self.session = aiohttp.ClientSession()
tasks = []
# 添加初始任务
for url in urls:
await self.task_queue.put(url)
# 启动工作协程
for _ in range(self.concurrency):
task = asyncio.create_task(self.worker())
tasks.append(task)
# 等待队列处理完成
await self.task_queue.join()
# 取消工作协程
for task in tasks:
task.cancel()
await self.session.close()
return self.results
if __name__ == "__main__":
urls = ["https://example.com"] * 20 # 示例URL列表
spider = AsyncSpider(concurrency=5)
results = asyncio.run(spider.run(urls))
print(f"完成爬取 {len(results)} 个页面")
import asyncio
from async_spider import AsyncSpider
async def main():
urls = [
"https://www.baidu.com",
"https://www.qq.com",
"https://www.163.com"
] * 10 # 30个任务
spider = AsyncSpider(concurrency=8)
results = await spider.run(urls)
for i, result in enumerate(results[:3]):
print(f"结果{i+1}: {result['url']} - 内容预览: {result['html'][:50]}...")
if __name__ == "__main__":
asyncio.run(main())
该实现包含任务队列管理、协程池控制和结果收集功能。AsyncSpider类使用asyncio.Queue作为共享任务队列，通过worker协程并发处理任务。concurrency参数控制并发数，可根据网络条件和目标服务器承受能力调整。