{"id":1004932,"date":"2024-12-27T10:31:05","date_gmt":"2024-12-27T02:31:05","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1004932.html"},"modified":"2024-12-27T10:31:07","modified_gmt":"2024-12-27T02:31:07","slug":"python%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e5%90%8e%e5%8f%b0%e8%84%9a%e6%9c%ac","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1004932.html","title":{"rendered":"python\u5982\u4f55\u5b9e\u73b0\u540e\u53f0\u811a\u672c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25081649\/66ceb968-3037-4ed4-95a2-55103b4a5012.webp\" alt=\"python\u5982\u4f55\u5b9e\u73b0\u540e\u53f0\u811a\u672c\" \/><\/p>\n<p><p> <strong>\u5728Python\u4e2d\u5b9e\u73b0\u540e\u53f0\u811a\u672c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u548c\u5f02\u6b65\u7f16\u7a0b\u7b49\u6280\u672f\u3002\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u5e94\u7528\u9700\u6c42\u548c\u7cfb\u7edf\u73af\u5883\u3002<\/strong>\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5176\u4e2d\u7684\u4e00\u79cd\u65b9\u6cd5\uff1a\u4f7f\u7528\u591a\u7ebf\u7a0b\u6765\u5b9e\u73b0\u540e\u53f0\u811a\u672c\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4f7f\u7528\u591a\u7ebf\u7a0b\u5b9e\u73b0\u540e\u53f0\u811a\u672c<\/p>\n<\/p>\n<p><p>\u591a\u7ebf\u7a0b\u662fPython\u4e2d\u4e00\u79cd\u5e38\u7528\u7684\u6280\u672f\uff0c\u53ef\u4ee5\u8ba9\u7a0b\u5e8f\u540c\u65f6\u6267\u884c\u591a\u4e2a\u4efb\u52a1\u3002\u5bf9\u4e8e\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2a\u4efb\u52a1\u7684\u5e94\u7528\uff0c\u591a\u7ebf\u7a0b\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002<\/p>\n<\/p>\n<p><h3>1. \u4ec0\u4e48\u662f\u591a\u7ebf\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>\u591a\u7ebf\u7a0b\u662f\u4e00\u79cd\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u522b\u7684\u6280\u672f\uff0c\u5b83\u5141\u8bb8\u4e00\u4e2a\u8fdb\u7a0b\u5185\u7684\u591a\u4e2a\u7ebf\u7a0b\u540c\u65f6\u8fd0\u884c\u3002\u6bcf\u4e2a\u7ebf\u7a0b\u90fd\u6709\u81ea\u5df1\u7684\u6267\u884c\u8def\u5f84\u548c\u4e0a\u4e0b\u6587\uff0c\u53ef\u4ee5\u72ec\u7acb\u6267\u884c\u4efb\u52a1\u3002\u591a\u7ebf\u7a0b\u53ef\u4ee5\u7528\u6765\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2aI\/O\u64cd\u4f5c\u6216\u8005\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2a\u8ba1\u7b97\u4efb\u52a1\u7684\u65f6\u5019\u3002<\/p>\n<\/p>\n<p><h3>2. \u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u591a\u7ebf\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86<code>threading<\/code>\u6a21\u5757\u6765\u652f\u6301\u591a\u7ebf\u7a0b\u7f16\u7a0b\u3002\u4f7f\u7528<code>threading<\/code>\u6a21\u5757\u53ef\u4ee5\u65b9\u4fbf\u5730\u521b\u5efa\u548c\u7ba1\u7406\u591a\u4e2a\u7ebf\u7a0b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u591a\u7ebf\u7a0b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import threading<\/p>\n<p>import time<\/p>\n<p>def print_numbers():<\/p>\n<p>    for i in range(5):<\/p>\n<p>        print(i)<\/p>\n<p>        time.sleep(1)<\/p>\n<p>def print_letters():<\/p>\n<p>    for letter in &#39;abcde&#39;:<\/p>\n<p>        print(letter)<\/p>\n<p>        time.sleep(1)<\/p>\n<h2><strong>\u521b\u5efa\u7ebf\u7a0b<\/strong><\/h2>\n<p>thread1 = threading.Thread(target=print_numbers)<\/p>\n<p>thread2 = threading.Thread(target=print_letters)<\/p>\n<h2><strong>\u542f\u52a8\u7ebf\u7a0b<\/strong><\/h2>\n<p>thread1.start()<\/p>\n<p>thread2.start()<\/p>\n<h2><strong>\u7b49\u5f85\u7ebf\u7a0b\u5b8c\u6210<\/strong><\/h2>\n<p>thread1.join()<\/p>\n<p>thread2.join()<\/p>\n<p>print(&quot;Done!&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>print_numbers<\/code>\u548c<code>print_letters<\/code>\u51fd\u6570\u88ab\u653e\u5728\u4e0d\u540c\u7684\u7ebf\u7a0b\u4e2d\u6267\u884c\u3002<code>thread1<\/code>\u548c<code>thread2<\/code>\u5206\u522b\u8d1f\u8d23\u6267\u884c\u8fd9\u4e24\u4e2a\u51fd\u6570\u3002<code>start()<\/code>\u65b9\u6cd5\u7528\u4e8e\u542f\u52a8\u7ebf\u7a0b\uff0c<code>join()<\/code>\u65b9\u6cd5\u7528\u4e8e\u7b49\u5f85\u7ebf\u7a0b\u6267\u884c\u5b8c\u6210\u3002<\/p>\n<\/p>\n<p><h3>3. \u591a\u7ebf\u7a0b\u7684\u4f18\u52bf\u548c\u5c40\u9650\u6027<\/h3>\n<\/p>\n<p><p><strong>\u4f18\u52bf\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u63d0\u9ad8\u6027\u80fd<\/strong>\uff1a\u591a\u7ebf\u7a0b\u53ef\u4ee5\u8ba9\u7a0b\u5e8f\u540c\u65f6\u6267\u884c\u591a\u4e2a\u4efb\u52a1\uff0c\u4ece\u800c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/li>\n<li><strong>\u7b80\u5316\u4ee3\u7801\u7ed3\u6784<\/strong>\uff1a\u591a\u7ebf\u7a0b\u53ef\u4ee5\u5c06\u590d\u6742\u7684\u4efb\u52a1\u62c6\u5206\u4e3a\u591a\u4e2a\u7b80\u5355\u7684\u5b50\u4efb\u52a1\uff0c\u4ece\u800c\u7b80\u5316\u4ee3\u7801\u7ed3\u6784\u3002<\/li>\n<li><strong>\u54cd\u5e94\u66f4\u53ca\u65f6<\/strong>\uff1a\u5bf9\u4e8e\u9700\u8981\u5b9e\u65f6\u54cd\u5e94\u7684\u5e94\u7528\uff0c\u591a\u7ebf\u7a0b\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n<\/ul>\n<p><p><strong>\u5c40\u9650\u6027\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u7ebf\u7a0b\u5b89\u5168\u6027<\/strong>\uff1a\u591a\u4e2a\u7ebf\u7a0b\u540c\u65f6\u8bbf\u95ee\u5171\u4eab\u6570\u636e\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6570\u636e\u4e0d\u4e00\u81f4\uff0c\u9700\u8981\u4f7f\u7528\u9501\u7b49\u673a\u5236\u6765\u4fdd\u8bc1\u7ebf\u7a0b\u5b89\u5168\u3002<\/li>\n<li><strong>\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff08GIL\uff09<\/strong>\uff1aPython\u7684GIL\u9650\u5236\u4e86\u540c\u4e00\u65f6\u523b\u53ea\u6709\u4e00\u4e2a\u7ebf\u7a0b\u80fd\u591f\u6267\u884cPython\u5b57\u8282\u7801\uff0c\u56e0\u6b64\u5728\u591a\u6838CPU\u4e0a\uff0c\u591a\u7ebf\u7a0b\u53ef\u80fd\u65e0\u6cd5\u5145\u5206\u5229\u7528\u591a\u6838\u7684\u4f18\u52bf\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u56f0\u96be<\/strong>\uff1a\u591a\u7ebf\u7a0b\u7a0b\u5e8f\u7684\u8c03\u8bd5\u901a\u5e38\u6bd4\u5355\u7ebf\u7a0b\u7a0b\u5e8f\u66f4\u52a0\u56f0\u96be\uff0c\u56e0\u4e3a\u7ebf\u7a0b\u4e4b\u95f4\u7684\u4ea4\u4e92\u53ef\u80fd\u4f1a\u5bfc\u81f4\u96be\u4ee5\u91cd\u73b0\u7684\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p><p>\u4e8c\u3001\u4f7f\u7528\u591a\u8fdb\u7a0b\u5b9e\u73b0\u540e\u53f0\u811a\u672c<\/p>\n<\/p>\n<p><p>\u591a\u8fdb\u7a0b\u662f\u4e00\u79cd\u5728\u64cd\u4f5c\u7cfb\u7edf\u4e2d\u4f7f\u7528\u591a\u4e2a\u72ec\u7acb\u8fdb\u7a0b\u6765\u6267\u884c\u4efb\u52a1\u7684\u6280\u672f\u3002\u4e0e\u591a\u7ebf\u7a0b\u4e0d\u540c\uff0c\u591a\u8fdb\u7a0b\u53ef\u4ee5\u5728\u591a\u4e2aCPU\u6838\u5fc3\u4e0a\u540c\u65f6\u8fd0\u884c\uff0c\u56e0\u6b64\u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u7684\u4f18\u52bf\u3002<\/p>\n<\/p>\n<p><h3>1. \u4ec0\u4e48\u662f\u591a\u8fdb\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>\u591a\u8fdb\u7a0b\u662f\u4e00\u79cd\u64cd\u4f5c\u7cfb\u7edf\u7ea7\u522b\u7684\u6280\u672f\uff0c\u5b83\u5141\u8bb8\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u540c\u65f6\u8fd0\u884c\u591a\u4e2a\u72ec\u7acb\u7684\u8fdb\u7a0b\u3002\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u6709\u81ea\u5df1\u7684\u5185\u5b58\u7a7a\u95f4\u548c\u6267\u884c\u8def\u5f84\uff0c\u53ef\u4ee5\u72ec\u7acb\u6267\u884c\u4efb\u52a1\u3002\u591a\u8fdb\u7a0b\u53ef\u4ee5\u7528\u6765\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\uff0c\u5c24\u5176\u662f\u5728\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2a\u8ba1\u7b97\u4efb\u52a1\u7684\u65f6\u5019\u3002<\/p>\n<\/p>\n<p><h3>2. \u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u591a\u8fdb\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86<code>multiprocessing<\/code>\u6a21\u5757\u6765\u652f\u6301\u591a\u8fdb\u7a0b\u7f16\u7a0b\u3002\u4f7f\u7528<code>multiprocessing<\/code>\u6a21\u5757\u53ef\u4ee5\u65b9\u4fbf\u5730\u521b\u5efa\u548c\u7ba1\u7406\u591a\u4e2a\u8fdb\u7a0b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u591a\u8fdb\u7a0b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import multiprocessing<\/p>\n<p>import time<\/p>\n<p>def print_numbers():<\/p>\n<p>    for i in range(5):<\/p>\n<p>        print(i)<\/p>\n<p>        time.sleep(1)<\/p>\n<p>def print_letters():<\/p>\n<p>    for letter in &#39;abcde&#39;:<\/p>\n<p>        print(letter)<\/p>\n<p>        time.sleep(1)<\/p>\n<h2><strong>\u521b\u5efa\u8fdb\u7a0b<\/strong><\/h2>\n<p>process1 = multiprocessing.Process(target=print_numbers)<\/p>\n<p>process2 = multiprocessing.Process(target=print_letters)<\/p>\n<h2><strong>\u542f\u52a8\u8fdb\u7a0b<\/strong><\/h2>\n<p>process1.start()<\/p>\n<p>process2.start()<\/p>\n<h2><strong>\u7b49\u5f85\u8fdb\u7a0b\u5b8c\u6210<\/strong><\/h2>\n<p>process1.join()<\/p>\n<p>process2.join()<\/p>\n<p>print(&quot;Done!&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>print_numbers<\/code>\u548c<code>print_letters<\/code>\u51fd\u6570\u88ab\u653e\u5728\u4e0d\u540c\u7684\u8fdb\u7a0b\u4e2d\u6267\u884c\u3002<code>process1<\/code>\u548c<code>process2<\/code>\u5206\u522b\u8d1f\u8d23\u6267\u884c\u8fd9\u4e24\u4e2a\u51fd\u6570\u3002<code>start()<\/code>\u65b9\u6cd5\u7528\u4e8e\u542f\u52a8\u8fdb\u7a0b\uff0c<code>join()<\/code>\u65b9\u6cd5\u7528\u4e8e\u7b49\u5f85\u8fdb\u7a0b\u6267\u884c\u5b8c\u6210\u3002<\/p>\n<\/p>\n<p><h3>3. \u591a\u8fdb\u7a0b\u7684\u4f18\u52bf\u548c\u5c40\u9650\u6027<\/h3>\n<\/p>\n<p><p><strong>\u4f18\u52bf\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u5145\u5206\u5229\u7528\u591a\u6838CPU<\/strong>\uff1a\u591a\u8fdb\u7a0b\u53ef\u4ee5\u5728\u591a\u4e2aCPU\u6838\u5fc3\u4e0a\u540c\u65f6\u8fd0\u884c\uff0c\u4ece\u800c\u5145\u5206\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u7684\u4f18\u52bf\u3002<\/li>\n<li><strong>\u65e0GIL\u9650\u5236<\/strong>\uff1a\u4e0e\u591a\u7ebf\u7a0b\u4e0d\u540c\uff0c\u591a\u8fdb\u7a0b\u4e0d\u53d7Python\u5168\u5c40\u89e3\u91ca\u5668\u9501\uff08GIL\uff09\u7684\u9650\u5236\u3002<\/li>\n<li><strong>\u9694\u79bb\u6027<\/strong>\uff1a\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u6709\u81ea\u5df1\u7684\u5185\u5b58\u7a7a\u95f4\u548c\u6267\u884c\u8def\u5f84\uff0c\u8fdb\u7a0b\u4e4b\u95f4\u7684\u9694\u79bb\u6027\u66f4\u597d\uff0c\u53ef\u4ee5\u907f\u514d\u6570\u636e\u5171\u4eab\u5e26\u6765\u7684\u5b89\u5168\u6027\u95ee\u9898\u3002<\/li>\n<\/ul>\n<p><p><strong>\u5c40\u9650\u6027\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u8fdb\u7a0b\u542f\u52a8\u5f00\u9500<\/strong>\uff1a\u521b\u5efa\u548c\u542f\u52a8\u8fdb\u7a0b\u7684\u5f00\u9500\u6bd4\u7ebf\u7a0b\u5927\uff0c\u56e0\u6b64\u5bf9\u4e8e\u9700\u8981\u9891\u7e41\u521b\u5efa\u548c\u9500\u6bc1\u4efb\u52a1\u7684\u5e94\u7528\uff0c\u591a\u8fdb\u7a0b\u53ef\u80fd\u4e0d\u5982\u591a\u7ebf\u7a0b\u9ad8\u6548\u3002<\/li>\n<li><strong>\u5185\u5b58\u6d88\u8017<\/strong>\uff1a\u6bcf\u4e2a\u8fdb\u7a0b\u90fd\u6709\u81ea\u5df1\u7684\u5185\u5b58\u7a7a\u95f4\uff0c\u56e0\u6b64\u591a\u8fdb\u7a0b\u4f1a\u6d88\u8017\u66f4\u591a\u7684\u5185\u5b58\u3002<\/li>\n<li><strong>\u8fdb\u7a0b\u95f4\u901a\u4fe1\u590d\u6742<\/strong>\uff1a\u8fdb\u7a0b\u4e4b\u95f4\u7684\u901a\u4fe1\u9700\u8981\u901a\u8fc7\u64cd\u4f5c\u7cfb\u7edf\u63d0\u4f9b\u7684\u673a\u5236\uff08\u5982\u7ba1\u9053\u3001\u961f\u5217\u7b49\uff09\uff0c\u5b9e\u73b0\u8d77\u6765\u76f8\u5bf9\u590d\u6742\u3002<\/li>\n<\/ul>\n<p><p>\u4e09\u3001\u4f7f\u7528\u5f02\u6b65\u7f16\u7a0b\u5b9e\u73b0\u540e\u53f0\u811a\u672c<\/p>\n<\/p>\n<p><p>\u5f02\u6b65\u7f16\u7a0b\u662f\u4e00\u79cd\u57fa\u4e8e\u4e8b\u4ef6\u9a71\u52a8\u7684\u7f16\u7a0b\u6a21\u578b\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5904\u7406\u5927\u91cfI\/O\u64cd\u4f5c\u800c\u4e0d\u963b\u585e\u7a0b\u5e8f\u6267\u884c\u7684\u5e94\u7528\u3002\u5728Python\u4e2d\uff0c\u5f02\u6b65\u7f16\u7a0b\u901a\u5e38\u901a\u8fc7<code>asyncio<\/code>\u6a21\u5757\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n<p><h3>1. \u4ec0\u4e48\u662f\u5f02\u6b65\u7f16\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>\u5f02\u6b65\u7f16\u7a0b\u662f\u4e00\u79cd\u7f16\u7a0b\u6a21\u578b\uff0c\u5b83\u5141\u8bb8\u7a0b\u5e8f\u5728\u7b49\u5f85\u67d0\u4e2a\u64cd\u4f5c\u5b8c\u6210\uff08\u5982I\/O\u64cd\u4f5c\uff09\u65f6\u7ee7\u7eed\u6267\u884c\u5176\u4ed6\u4efb\u52a1\uff0c\u800c\u4e0d\u963b\u585e\u7a0b\u5e8f\u7684\u6267\u884c\u3002\u5f02\u6b65\u7f16\u7a0b\u901a\u5e38\u57fa\u4e8e\u4e8b\u4ef6\u5faa\u73af\u548c\u56de\u8c03\u673a\u5236\uff0c\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h3>2. \u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u5f02\u6b65\u7f16\u7a0b\uff1f<\/h3>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86<code>asyncio<\/code>\u6a21\u5757\u6765\u652f\u6301\u5f02\u6b65\u7f16\u7a0b\u3002\u4f7f\u7528<code>asyncio<\/code>\u6a21\u5757\u53ef\u4ee5\u65b9\u4fbf\u5730\u521b\u5efa\u548c\u7ba1\u7406\u5f02\u6b65\u4efb\u52a1\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u5f02\u6b65\u7f16\u7a0b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import asyncio<\/p>\n<p>async def print_numbers():<\/p>\n<p>    for i in range(5):<\/p>\n<p>        print(i)<\/p>\n<p>        aw<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>t asyncio.sleep(1)<\/p>\n<p>async def print_letters():<\/p>\n<p>    for letter in &#39;abcde&#39;:<\/p>\n<p>        print(letter)<\/p>\n<p>        await asyncio.sleep(1)<\/p>\n<p>async def main():<\/p>\n<p>    task1 = asyncio.create_task(print_numbers())<\/p>\n<p>    task2 = asyncio.create_task(print_letters())<\/p>\n<p>    await task1<\/p>\n<p>    await task2<\/p>\n<h2><strong>\u8fd0\u884c\u4e8b\u4ef6\u5faa\u73af<\/strong><\/h2>\n<p>asyncio.run(main())<\/p>\n<p>print(&quot;Done!&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>print_numbers<\/code>\u548c<code>print_letters<\/code>\u51fd\u6570\u88ab\u5b9a\u4e49\u4e3a\u5f02\u6b65\u51fd\u6570\uff0c\u5e76\u4f7f\u7528<code>await<\/code>\u5173\u952e\u5b57\u6765\u7b49\u5f85\u5f02\u6b65\u64cd\u4f5c\u7684\u5b8c\u6210\u3002<code>asyncio.create_task<\/code>\u7528\u4e8e\u521b\u5efa\u5f02\u6b65\u4efb\u52a1\uff0c<code>asyncio.run<\/code>\u7528\u4e8e\u8fd0\u884c\u4e8b\u4ef6\u5faa\u73af\u3002<\/p>\n<\/p>\n<p><h3>3. \u5f02\u6b65\u7f16\u7a0b\u7684\u4f18\u52bf\u548c\u5c40\u9650\u6027<\/h3>\n<\/p>\n<p><p><strong>\u4f18\u52bf\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u63d0\u9ad8I\/O\u64cd\u4f5c\u6027\u80fd<\/strong>\uff1a\u5f02\u6b65\u7f16\u7a0b\u53ef\u4ee5\u5728\u7b49\u5f85I\/O\u64cd\u4f5c\u5b8c\u6210\u7684\u540c\u65f6\u7ee7\u7eed\u6267\u884c\u5176\u4ed6\u4efb\u52a1\uff0c\u4ece\u800c\u63d0\u9ad8\u7a0b\u5e8f\u7684I\/O\u64cd\u4f5c\u6027\u80fd\u3002<\/li>\n<li><strong>\u7b80\u5316\u4ee3\u7801\u7ed3\u6784<\/strong>\uff1a\u5f02\u6b65\u7f16\u7a0b\u53ef\u4ee5\u5c06\u590d\u6742\u7684\u5f02\u6b65\u64cd\u4f5c\u62c6\u5206\u4e3a\u591a\u4e2a\u7b80\u5355\u7684\u5b50\u4efb\u52a1\uff0c\u4ece\u800c\u7b80\u5316\u4ee3\u7801\u7ed3\u6784\u3002<\/li>\n<li><strong>\u54cd\u5e94\u66f4\u53ca\u65f6<\/strong>\uff1a\u5bf9\u4e8e\u9700\u8981\u5b9e\u65f6\u54cd\u5e94\u7684\u5e94\u7528\uff0c\u5f02\u6b65\u7f16\u7a0b\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\u3002<\/li>\n<\/ul>\n<p><p><strong>\u5c40\u9650\u6027\uff1a<\/strong><\/p>\n<\/p>\n<ul>\n<li><strong>\u5b66\u4e60\u66f2\u7ebf<\/strong>\uff1a\u5f02\u6b65\u7f16\u7a0b\u7684\u6a21\u578b\u76f8\u5bf9\u590d\u6742\uff0c\u9700\u8981\u4e00\u5b9a\u7684\u5b66\u4e60\u6210\u672c\u3002<\/li>\n<li><strong>\u8c03\u8bd5\u56f0\u96be<\/strong>\uff1a\u5f02\u6b65\u7a0b\u5e8f\u7684\u8c03\u8bd5\u901a\u5e38\u6bd4\u540c\u6b65\u7a0b\u5e8f\u66f4\u52a0\u56f0\u96be\uff0c\u56e0\u4e3a\u5f02\u6b65\u64cd\u4f5c\u7684\u6267\u884c\u987a\u5e8f\u53ef\u80fd\u4e0d\u6613\u9884\u6d4b\u3002<\/li>\n<li><strong>\u4e0d\u9002\u5408CPU\u5bc6\u96c6\u578b\u4efb\u52a1<\/strong>\uff1a\u5f02\u6b65\u7f16\u7a0b\u4e3b\u8981\u7528\u4e8e\u63d0\u9ad8I\/O\u64cd\u4f5c\u6027\u80fd\uff0c\u5bf9\u4e8eCPU\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u5f02\u6b65\u7f16\u7a0b\u7684\u6027\u80fd\u63d0\u5347\u6709\u9650\u3002<\/li>\n<\/ul>\n<p><p>\u56db\u3001\u603b\u7ed3<\/p>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u5b9e\u73b0\u540e\u53f0\u811a\u672c\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u591a\u7ebf\u7a0b\u3001\u591a\u8fdb\u7a0b\u548c\u5f02\u6b65\u7f16\u7a0b\u7b49\u6280\u672f\u3002\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53d6\u51b3\u4e8e\u5177\u4f53\u7684\u5e94\u7528\u9700\u6c42\u548c\u7cfb\u7edf\u73af\u5883\u3002\u591a\u7ebf\u7a0b\u9002\u5408\u9700\u8981\u540c\u65f6\u5904\u7406\u591a\u4e2aI\/O\u64cd\u4f5c\u7684\u5e94\u7528\uff0c\u591a\u8fdb\u7a0b\u9002\u5408\u9700\u8981\u5145\u5206\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u7684\u5e94\u7528\uff0c\u5f02\u6b65\u7f16\u7a0b\u9002\u5408\u9700\u8981\u5904\u7406\u5927\u91cfI\/O\u64cd\u4f5c\u800c\u4e0d\u963b\u585e\u7a0b\u5e8f\u6267\u884c\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u7684\u9700\u6c42\u548c\u7cfb\u7edf\u73af\u5883\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5e76\u7ed3\u5408\u4f7f\u7528\u591a\u79cd\u6280\u672f\u6765\u5b9e\u73b0\u540e\u53f0\u811a\u672c\u7684\u9ad8\u6548\u6267\u884c\u3002\u65e0\u8bba\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\uff0c\u90fd\u9700\u8981\u6ce8\u610f\u7ebf\u7a0b\u5b89\u5168\u6027\u3001\u8fdb\u7a0b\u95f4\u901a\u4fe1\u548c\u5f02\u6b65\u64cd\u4f5c\u7684\u8c03\u8bd5\u7b49\u95ee\u9898\uff0c\u4ee5\u786e\u4fdd\u7a0b\u5e8f\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u521b\u5efa\u540e\u53f0\u811a\u672c\uff1f<\/strong><br \/>\u8981\u5728Python\u4e2d\u521b\u5efa\u540e\u53f0\u811a\u672c\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u591a\u79cd\u65b9\u6cd5\u3002\u901a\u5e38\uff0c\u60a8\u53ef\u4ee5\u5229\u7528<code>subprocess<\/code>\u6a21\u5757\u542f\u52a8\u811a\u672c\u5e76\u5c06\u5176\u653e\u5165\u540e\u53f0\u8fd0\u884c\u3002\u53e6\u4e00\u79cd\u65b9\u6cd5\u662f\u4f7f\u7528<code>nohup<\/code>\u547d\u4ee4\u7ed3\u5408<code>&amp;<\/code>\u7b26\u53f7\uff0c\u4f7f\u811a\u672c\u5728\u7ec8\u7aef\u5173\u95ed\u540e\u7ee7\u7eed\u8fd0\u884c\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528Python\u7684<code>threading<\/code>\u6216<code>multiprocessing<\/code>\u6a21\u5757\u6765\u5b9e\u73b0\u540e\u53f0\u5904\u7406\u3002\u786e\u4fdd\u5728\u811a\u672c\u4e2d\u5904\u7406\u597d\u65e5\u5fd7\u8bb0\u5f55\uff0c\u4ee5\u4fbf\u4e8e\u8c03\u8bd5\u548c\u76d1\u63a7\u3002<\/p>\n<p><strong>Python\u540e\u53f0\u811a\u672c\u9700\u8981\u6ce8\u610f\u54ea\u4e9b\u6027\u80fd\u95ee\u9898\uff1f<\/strong><br \/>\u5728\u7f16\u5199\u540e\u53f0\u811a\u672c\u65f6\uff0c\u6027\u80fd\u662f\u4e00\u4e2a\u91cd\u8981\u8003\u91cf\u3002\u9996\u5148\uff0c\u5c3d\u91cf\u907f\u514d\u5728\u811a\u672c\u4e2d\u4f7f\u7528\u963b\u585e\u64cd\u4f5c\uff0c\u4f8b\u5982\u957f\u65f6\u95f4\u7684I\/O\u64cd\u4f5c\uff0c\u8fd9\u4f1a\u5bfc\u81f4\u8d44\u6e90\u7684\u6d6a\u8d39\u3002\u4f7f\u7528\u5f02\u6b65\u7f16\u7a0b\uff08\u5982<code>asyncio<\/code>\uff09\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002\u6b64\u5916\uff0c\u76d1\u63a7\u811a\u672c\u7684\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u548cCPU\u5360\u7528\u7387\u4e5f\u5f88\u91cd\u8981\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528<code>psutil<\/code>\u5e93\u6765\u5e2e\u52a9\u76d1\u6d4b\u548c\u4f18\u5316\u6027\u80fd\u3002<\/p>\n<p><strong>\u5982\u4f55\u786e\u4fddPython\u540e\u53f0\u811a\u672c\u7684\u5b89\u5168\u6027\uff1f<\/strong><br 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