{"id":80004,"date":"2026-03-04T01:41:24","date_gmt":"2026-03-03T17:41:24","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/80004.html"},"modified":"2026-03-04T01:41:24","modified_gmt":"2026-03-03T17:41:24","slug":"python%e5%bc%82%e6%ad%a5%e7%bc%96%e7%a8%8b%ef%bc%9a%e9%ab%98%e6%80%a7%e8%83%bd%e7%bd%91%e7%bb%9c%e5%ba%94%e7%94%a8%e5%ae%9e%e6%88%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/80004.html","title":{"rendered":"Python\u5f02\u6b65\u7f16\u7a0b\uff1a\u9ad8\u6027\u80fd\u7f51\u7edc\u5e94\u7528\u5b9e\u6218"},"content":{"rendered":"<p>\u597d\u7684&#xff0c;\u6211\u4eec\u6765\u63a2\u8ba8\u5982\u4f55\u5229\u7528\u5f02\u6b65\u7f16\u7a0b\u6784\u5efa\u9ad8\u6027\u80fd\u7684Python\u7f51\u7edc\u5e94\u7528\u3002\u5f02\u6b65\u7f16\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u9ad8\u6548\u5904\u7406\u5927\u91cf\u5e76\u53d1I\/O\u64cd\u4f5c&#xff08;\u5982\u7f51\u7edc\u8bf7\u6c42\u3001\u6587\u4ef6\u8bfb\u5199&#xff09;&#xff0c;\u907f\u514d\u7ebf\u7a0b\u963b\u585e&#xff0c;\u4ece\u800c\u63d0\u5347\u5e94\u7528\u7684\u541e\u5410\u91cf\u548c\u54cd\u5e94\u901f\u5ea6\u3002Python\u7684asyncio\u5e93\u662f\u5b9e\u73b0\u5f02\u6b65\u7f16\u7a0b\u7684\u57fa\u7840\u6846\u67b6\u3002<\/p>\n<hr \/>\n<h4>\u6838\u5fc3\u6982\u5ff5<\/h4>\n<li>\n<p>\u534f\u7a0b (Coroutine)<\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7\u7ebf\u7a0b&#xff0c;\u901a\u8fc7 async def \u5b9a\u4e49\u3002<\/li>\n<li>\u4f7f\u7528 await \u6682\u505c\u6267\u884c\u76f4\u5230I\/O\u64cd\u4f5c\u5b8c\u6210&#xff0c;\u91ca\u653eCPU\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<p>async def fetch_data(url):<br \/>\n    response &#061; await aiohttp.get(url)<br \/>\n    return response.text()<\/p>\n<\/li>\n<li>\n<p>\u4e8b\u4ef6\u5faa\u73af (Event Loop)<\/p>\n<ul>\n<li>\u8c03\u5ea6\u534f\u7a0b\u7684\u6267\u884c&#xff0c;\u76d1\u63a7I\/O\u4e8b\u4ef6\u3002<\/li>\n<li>\u793a\u4f8b&#xff1a;<\/li>\n<\/ul>\n<p>import asyncio<\/p>\n<p>async def main():<br \/>\n    task1 &#061; asyncio.create_task(fetch_data(&#034;url1&#034;))<br \/>\n    task2 &#061; asyncio.create_task(fetch_data(&#034;url2&#034;))<br \/>\n    await asyncio.gather(task1, task2)<\/p>\n<p>asyncio.run(main())<\/p>\n<\/li>\n<hr \/>\n<h4>\u5b9e\u6218\u5de5\u5177<\/h4>\n<li>\n<p>HTTP\u670d\u52a1&#xff1a;FastAPI &#043; Uvicorn<\/p>\n<ul>\n<li>FastAPI\u652f\u6301\u5f02\u6b65\u7aef\u70b9&#xff1a;<\/li>\n<\/ul>\n<p>from fastapi import FastAPI<br \/>\napp &#061; FastAPI()<\/p>\n<p>&#064;app.get(&#034;\/data&#034;)<br \/>\nasync def get_data():<br \/>\n    result &#061; await fetch_data(&#034;https:\/\/api.example.com&#034;)<br \/>\n    return {&#034;data&#034;: result}<\/p>\n<ul>\n<li>\u90e8\u7f72\u547d\u4ee4&#xff1a;uvicorn main:app &#8211;workers 4<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>TCP\/WebSocket&#xff1a;aiohttp<\/p>\n<ul>\n<li>\u5f02\u6b65HTTP\u5ba2\u6237\u7aef\/\u670d\u52a1\u5668&#xff1a;<\/li>\n<\/ul>\n<p>from aiohttp import web<\/p>\n<p>async def websocket_handler(request):<br \/>\n    ws &#061; web.WebSocketResponse()<br \/>\n    await ws.prepare(request)<br \/>\n    async for msg in ws:<br \/>\n        if msg.type &#061;&#061; web.WSMsgType.TEXT:<br \/>\n            await ws.send_str(f&#034;Echo: {msg.data}&#034;)<\/p>\n<\/li>\n<hr \/>\n<h4>\u6027\u80fd\u4f18\u5316\u6280\u5de7<\/h4>\n<li>\n<p>\u8fde\u63a5\u6c60\u7ba1\u7406<\/p>\n<ul>\n<li>\u590d\u7528\u6570\u636e\u5e93\/HTTP\u8fde\u63a5&#xff1a;<\/li>\n<\/ul>\n<p>async with aiohttp.ClientSession() as session:<br \/>\n    async with session.get(url) as response:<br \/>\n        &#8230;<\/p>\n<\/li>\n<li>\n<p>\u8d85\u65f6\u4e0e\u91cd\u8bd5<\/p>\n<ul>\n<li>\u9632\u6b62\u534f\u7a0b\u6c38\u4e45\u963b\u585e&#xff1a;<\/li>\n<\/ul>\n<p>try:<br \/>\n    await asyncio.wait_for(fetch_data(), timeout&#061;5.0)<br \/>\nexcept asyncio.TimeoutError:<br \/>\n    print(&#034;Request timed out&#034;)<\/p>\n<\/li>\n<li>\n<p>\u4f7f\u7528uvloop\u66ff\u4ee3\u9ed8\u8ba4\u4e8b\u4ef6\u5faa\u73af<\/p>\n<ul>\n<li>\u6027\u80fd\u63d0\u53472-4\u500d&#xff1a;<\/li>\n<\/ul>\n<p>import uvloop<br \/>\nuvloop.install()<\/p>\n<\/li>\n<hr \/>\n<h4>\u5178\u578b\u5e94\u7528\u573a\u666f<\/h4>\n<li>\u9ad8\u5e76\u53d1API\u670d\u52a1<br \/>\n\u4f7f\u7528FastAPI\u5904\u7406\u6570\u5343QPS\u7684\u8bf7\u6c42\u3002<\/li>\n<li>\u5b9e\u65f6\u901a\u4fe1<br \/>\nWebSocket\u5b9e\u73b0\u804a\u5929\u5ba4\u6216\u5b9e\u65f6\u6570\u636e\u63a8\u9001\u3002<\/li>\n<li>\u722c\u866b\u4e0e\u805a\u5408\u670d\u52a1<br \/>\n\u5e76\u884c\u6293\u53d6\u6570\u767e\u4e2a\u9875\u9762\u3002<\/li>\n<hr \/>\n<h4>\u6027\u80fd\u5bf9\u6bd4<\/h4>\n<table>\n<tr>\u573a\u666f\u540c\u6b65\u6a21\u5f0f (QPS)\u5f02\u6b65\u6a21\u5f0f (QPS)<\/tr>\n<tbody>\n<tr>\n<td>HTTP API\u8bf7\u6c42<\/td>\n<td>~500<\/td>\n<td>~3000<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u5e93\u6279\u91cf\u5199\u5165<\/td>\n<td>~200<\/td>\n<td>~1500<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h4>\u603b\u7ed3<\/h4>\n<p>\u5f02\u6b65\u7f16\u7a0b\u901a\u8fc7\u975e\u963b\u585eI\/O\u548c\u534f\u7a0b\u8c03\u5ea6&#xff0c;\u663e\u8457\u63d0\u5347Python\u7f51\u7edc\u5e94\u7528\u7684\u5e76\u53d1\u80fd\u529b\u3002\u6838\u5fc3\u6b65\u9aa4&#xff1a;<\/p>\n<li>\u4f7f\u7528 async\/await 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Workers&#xff09;\u3002<\/li>\n<p>\u901a\u8fc7\u5408\u7406\u8bbe\u8ba1&#xff0c;\u5f02\u6b65\u67b6\u6784\u53ef\u8f7b\u677e\u652f\u6491\u4e07\u7ea7\u5e76\u53d1&#xff0c;\u662f\u6784\u5efa\u73b0\u4ee3\u9ad8\u6027\u80fd\u7f51\u7edc\u670d\u52a1\u7684\u9996\u9009\u65b9\u6848\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u597d\u7684&#xff0c;\u6211\u4eec\u6765\u63a2\u8ba8\u5982\u4f55\u5229\u7528\u5f02\u6b65\u7f16\u7a0b\u6784\u5efa\u9ad8\u6027\u80fd\u7684Python\u7f51\u7edc\u5e94\u7528\u3002\u5f02\u6b65\u7f16\u7a0b\u7684\u6838\u5fc3\u5728\u4e8e\u9ad8\u6548\u5904\u7406\u5927\u91cf\u5e76\u53d1I\/O\u64cd\u4f5c&#xff08;\u5982\u7f51\u7edc\u8bf7\u6c42\u3001\u6587\u4ef6\u8bfb\u5199&#xff09;&#xff0c;\u907f\u514d\u7ebf\u7a0b\u963b\u585e&#xff0c;\u4ece\u800c\u63d0\u5347\u5e94\u7528\u7684\u541e\u5410\u91cf\u548c\u54cd\u5e94\u901f\u5ea6\u3002Python\u7684asyncio\u5e93\u662f\u5b9e\u73b0\u5f02\u6b65\u7f16\u7a0b\u7684\u57fa\u7840\u6846\u67b6\u3002\u6838\u5fc3\u6982\u5ff5\u534f\u7a0b (Coroutine)\u8f7b\u91cf\u7ea7\u7ebf\u7a0b&#xff0c;\u901a\u8fc7 async def \u5b9a\u4e49\u3002\u4f7f\u7528 await \u6682\u505c\u6267\u884c\u76f4\u5230I\/O\u64cd\u4f5c\u5b8c\u6210&#xff0c;\u91ca\u653eCPU\u8d44\u6e90\u3002a<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[81,190],"topic":[],"class_list":["post-80004","post","type-post","status-publish","format-standard","hentry","category-server","tag-python","tag-190"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Python\u5f02\u6b65\u7f16\u7a0b\uff1a\u9ad8\u6027\u80fd\u7f51\u7edc\u5e94\u7528\u5b9e\u6218 - \u7f51\u7855\u4e92\u8054\u5e2e\u52a9\u4e2d\u5fc3<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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