{"id":983213,"date":"2024-12-27T07:17:24","date_gmt":"2024-12-26T23:17:24","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/983213.html"},"modified":"2024-12-27T07:17:26","modified_gmt":"2024-12-26T23:17:26","slug":"%e5%a6%82%e4%bd%95%e6%8c%89%e7%85%a7python%e6%8b%93%e5%b1%95%e5%ba%93","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/983213.html","title":{"rendered":"\u5982\u4f55\u6309\u7167python\u62d3\u5c55\u5e93"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24211347\/2b75b33d-5ba9-4f81-9218-3ad828934af3.webp\" alt=\"\u5982\u4f55\u6309\u7167python\u62d3\u5c55\u5e93\" \/><\/p>\n<p><p> <strong>\u8981\u6309\u7167Python\u6269\u5c55\u5e93\uff0c\u9996\u5148\u9700\u8981\u4e86\u89e3Python\u6269\u5c55\u5e93\u7684\u5b89\u88c5\u6b65\u9aa4\u548c\u4f7f\u7528\u65b9\u6cd5\u3001\u9009\u62e9\u9002\u5408\u7684\u6269\u5c55\u5e93\u3001\u6839\u636e\u9879\u76ee\u9700\u6c42\u8fdb\u884c\u8bc4\u4f30\u3001\u638c\u63e1\u5e93\u7684\u57fa\u7840\u7528\u6cd5\u3001\u5173\u6ce8\u7248\u672c\u517c\u5bb9\u6027\u3002<\/strong> \u4e0b\u9762\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u4e9b\u65b9\u9762\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u9009\u62e9\u9002\u5408\u7684\u6269\u5c55\u5e93<\/h2>\n<\/p>\n<p><p>\u5728Python\u7f16\u7a0b\u4e2d\uff0c\u9009\u62e9\u5408\u9002\u7684\u6269\u5c55\u5e93\u662f\u6210\u529f\u5f00\u53d1\u7684\u5173\u952e\u3002Python\u62e5\u6709\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\u8d44\u6e90\uff0c\u6ee1\u8db3\u4e86\u4e0d\u540c\u9886\u57df\u7684\u9700\u6c42\uff0c\u5982\u6570\u636e\u5206\u6790\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3001\u7f51\u7edc\u722c\u866b\u7b49\u3002\u5728\u9009\u62e9\u5e93\u65f6\uff0c\u5e94\u6839\u636e\u9879\u76ee\u9700\u6c42\u3001\u793e\u533a\u6d3b\u8dc3\u5ea6\u3001\u6587\u6863\u5b8c\u5584\u7a0b\u5ea6\u548c\u66f4\u65b0\u9891\u7387\u7b49\u56e0\u7d20\u8fdb\u884c\u8bc4\u4f30\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6839\u636e\u9879\u76ee\u9700\u6c42\u9009\u62e9<\/strong>\uff1a\u9996\u5148\u8981\u660e\u786e\u9879\u76ee\u7684\u9700\u6c42\uff0c\u7136\u540e\u6839\u636e\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5e93\u3002\u4f8b\u5982\uff0c\u5982\u679c\u9700\u8981\u8fdb\u884c\u6570\u636e\u5206\u6790\uff0cPandas\u548cNumPy\u662f\u5e38\u7528\u7684\u9009\u62e9\uff1b\u5982\u679c\u8fdb\u884c\u673a\u5668\u5b66\u4e60\uff0cScikit-learn\u548cTensorFlow\u53ef\u80fd\u66f4\u9002\u5408\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8bc4\u4f30\u793e\u533a\u6d3b\u8dc3\u5ea6\u548c\u652f\u6301<\/strong>\uff1a\u9009\u62e9\u4e00\u4e2a\u6709\u6d3b\u8dc3\u793e\u533a\u652f\u6301\u7684\u5e93\uff0c\u53ef\u4ee5\u5728\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u83b7\u5f97\u66f4\u597d\u7684\u652f\u6301\u548c\u5e2e\u52a9\u3002\u901a\u8fc7\u67e5\u770bGitHub\u4e0a\u7684Star\u6570\u3001Issues\u3001Pull Requests\u7b49\u6307\u6807\uff0c\u53ef\u4ee5\u8bc4\u4f30\u5e93\u7684\u6d3b\u8dc3\u5ea6\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u68c0\u67e5\u6587\u6863\u548c\u6559\u7a0b<\/strong>\uff1a\u4e00\u4e2a\u597d\u7684\u5e93\u5e94\u5f53\u6709\u5b8c\u5584\u7684\u6587\u6863\u548c\u6559\u7a0b\uff0c\u8fd9\u80fd\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u5165\u95e8\u548c\u89e3\u51b3\u95ee\u9898\u3002\u5728\u9009\u62e9\u5e93\u65f6\uff0c\u53ef\u4ee5\u5148\u67e5\u770b\u5176\u5b98\u65b9\u6587\u6863\u548c\u76f8\u5173\u6559\u7a0b\uff0c\u5224\u65ad\u5176\u662f\u5426\u6613\u4e8e\u4f7f\u7528\u548c\u5b66\u4e60\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h2>\u4e8c\u3001\u5b89\u88c5\u6269\u5c55\u5e93<\/h2>\n<\/p>\n<p><p>\u5b89\u88c5Python\u6269\u5c55\u5e93\u901a\u5e38\u901a\u8fc7Python\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u5982pip\u6216conda\u3002pip\u662fPython\u5b98\u65b9\u63a8\u8350\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u5927\u591a\u6570\u573a\u666f\uff1bconda\u5219\u662fAnaconda\u53d1\u884c\u7248\u63d0\u4f9b\u7684\u5de5\u5177\uff0c\u9002\u7528\u4e8e\u6570\u636e\u79d1\u5b66\u548c\u673a\u5668\u5b66\u4e60\u7b49\u9886\u57df\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u4f7f\u7528pip\u5b89\u88c5<\/strong>\uff1apip\u662fPython\u81ea\u5e26\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7\u547d\u4ee4\u884c\u5b89\u88c5\u5e93\u3002\u4f8b\u5982\uff0c\u5b89\u88c5requests\u5e93\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u5b89\u88c5\u65f6\uff0c\u53ef\u4ee5\u6307\u5b9a\u7248\u672c\u53f7\uff0c\u4ee5\u786e\u4fdd\u4f7f\u7528\u7279\u5b9a\u7248\u672c\u7684\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install requests==2.25.1<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528conda\u5b89\u88c5<\/strong>\uff1a\u5982\u679c\u4f7f\u7528Anaconda\uff0c\u53ef\u4ee5\u901a\u8fc7conda\u547d\u4ee4\u5b89\u88c5\u5e93\u3002\u4e0epip\u7c7b\u4f3c\uff0cconda\u4e5f\u652f\u6301\u6307\u5b9a\u7248\u672c\u5b89\u88c5\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6307\u5b9a\u7248\u672c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">conda install numpy=1.19.2<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5b89\u88c5\u4f9d\u8d56\u9879<\/strong>\uff1a\u6709\u4e9b\u6269\u5c55\u5e93\u53ef\u80fd\u9700\u8981\u5176\u4ed6\u5e93\u4f5c\u4e3a\u4f9d\u8d56\u9879\uff0c\u901a\u5e38pip\u4f1a\u81ea\u52a8\u5b89\u88c5\u8fd9\u4e9b\u4f9d\u8d56\u9879\uff0c\u4f46\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u624b\u52a8\u5b89\u88c5\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h2>\u4e09\u3001\u7248\u672c\u517c\u5bb9\u6027\u548c\u7ba1\u7406<\/h2>\n<\/p>\n<p><p>\u5728\u4f7f\u7528Python\u6269\u5c55\u5e93\u65f6\uff0c\u7248\u672c\u517c\u5bb9\u6027\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u95ee\u9898\u3002\u5e93\u7684\u4e0d\u540c\u7248\u672c\u53ef\u80fd\u5bfc\u81f4\u4e0d\u517c\u5bb9\u7684\u95ee\u9898\uff0c\u56e0\u6b64\u5728\u5b89\u88c5\u548c\u66f4\u65b0\u5e93\u65f6\u9700\u8981\u7279\u522b\u6ce8\u610f\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u4f7f\u7528\u865a\u62df\u73af\u5883<\/strong>\uff1a\u521b\u5efa\u865a\u62df\u73af\u5883\u53ef\u4ee5\u9694\u79bb\u4e0d\u540c\u9879\u76ee\u7684\u4f9d\u8d56\uff0c\u907f\u514d\u7248\u672c\u51b2\u7a81\u3002Python\u63d0\u4f9b\u4e86venv\u6a21\u5757\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -m venv myenv<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u6fc0\u6d3b\u865a\u62df\u73af\u5883\uff1a<\/p>\n<\/p>\n<ul>\n<li>\n<p>\u5728Windows\u4e0a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">myenv\\Scripts\\activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<li>\n<p>\u5728macOS\u548cLinux\u4e0a\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">source myenv\/bin\/activate<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ul>\n<p><p>\u5728\u865a\u62df\u73af\u5883\u4e2d\u5b89\u88c5\u5e93\uff0c\u53ea\u4f1a\u5f71\u54cd\u5f53\u524d\u73af\u5883\uff0c\u4e0d\u4f1a\u5f71\u54cd\u5168\u5c40Python\u73af\u5883\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528requirements.txt<\/strong>\uff1a\u5728\u9879\u76ee\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528requirements.txt\u6587\u4ef6\u8bb0\u5f55\u9879\u76ee\u6240\u9700\u7684\u6240\u6709\u5e93\u53ca\u5176\u7248\u672c\uff0c\u8fd9\u6837\u53ef\u4ee5\u65b9\u4fbf\u5730\u91cd\u73b0\u73af\u5883\u3002\u751f\u6210requirements.txt\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip freeze &gt; requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528requirements.txt\u6587\u4ef6\u5b89\u88c5\u5e93\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install -r requirements.txt<\/p>\n<p><\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n<p><h2>\u56db\u3001\u638c\u63e1\u5e93\u7684\u57fa\u7840\u7528\u6cd5<\/h2>\n<\/p>\n<p><p>\u5b89\u88c5\u5b8c\u6269\u5c55\u5e93\u540e\uff0c\u638c\u63e1\u5176\u57fa\u672c\u7528\u6cd5\u662f\u4f7f\u7528\u7684\u5173\u952e\u3002\u901a\u5e38\uff0c\u5b98\u65b9\u6587\u6863\u662f\u6700\u597d\u7684\u5b66\u4e60\u8d44\u6e90\uff0c\u6b64\u5916\uff0c\u8fd8\u53ef\u4ee5\u901a\u8fc7\u793e\u533a\u6559\u7a0b\u548c\u793a\u4f8b\u4ee3\u7801\u5b66\u4e60\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u9605\u8bfb\u5b98\u65b9\u6587\u6863<\/strong>\uff1a\u5927\u591a\u6570Python\u5e93\u90fd\u6709\u8be6\u7ec6\u7684\u5b98\u65b9\u6587\u6863\uff0c\u5305\u62ecAPI\u53c2\u8003\u3001\u793a\u4f8b\u4ee3\u7801\u548c\u4f7f\u7528\u6307\u5357\u3002\u9605\u8bfb\u6587\u6863\u53ef\u4ee5\u5e2e\u52a9\u7406\u89e3\u5e93\u7684\u529f\u80fd\u548c\u7528\u6cd5\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5b66\u4e60\u793a\u4f8b\u4ee3\u7801<\/strong>\uff1a\u901a\u8fc7GitHub\u7b49\u5e73\u53f0\u67e5\u627e\u793a\u4f8b\u4ee3\u7801\uff0c\u89c2\u5bdf\u4ee3\u7801\u5b9e\u73b0\u53ef\u4ee5\u52a0\u6df1\u5bf9\u5e93\u7684\u7406\u89e3\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u52a8\u624b\u5b9e\u8df5<\/strong>\uff1a\u5728\u7406\u89e3\u57fa\u672c\u7528\u6cd5\u540e\uff0c\u901a\u8fc7\u5c0f\u9879\u76ee\u6216\u4e60\u9898\u8fdb\u884c\u5b9e\u8df5\uff0c\u53ef\u4ee5\u5feb\u901f\u63d0\u5347\u4f7f\u7528\u6280\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h2>\u4e94\u3001\u6839\u636e\u9879\u76ee\u9700\u6c42\u8fdb\u884c\u8bc4\u4f30<\/h2>\n<\/p>\n<p><p>\u5728\u9009\u62e9\u548c\u4f7f\u7528\u6269\u5c55\u5e93\u65f6\uff0c\u8fd8\u9700\u8981\u6839\u636e\u9879\u76ee\u9700\u6c42\u8fdb\u884c\u7efc\u5408\u8bc4\u4f30\uff0c\u786e\u4fdd\u5e93\u80fd\u6ee1\u8db3\u9879\u76ee\u7684\u6280\u672f\u548c\u4e1a\u52a1\u9700\u6c42\u3002<\/p>\n<\/p>\n<ol>\n<li>\n<p><strong>\u6027\u80fd\u548c\u6548\u7387<\/strong>\uff1a\u5bf9\u4e8e\u6027\u80fd\u8981\u6c42\u8f83\u9ad8\u7684\u9879\u76ee\uff0c\u5982\u5b9e\u65f6\u6570\u636e\u5904\u7406\u3001\u590d\u6742\u7b97\u6cd5\u8ba1\u7b97\u7b49\uff0c\u9700\u8981\u8bc4\u4f30\u5e93\u7684\u6027\u80fd\u548c\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u53ef\u6269\u5c55\u6027\u548c\u7075\u6d3b\u6027<\/strong>\uff1a\u9879\u76ee\u53ef\u80fd\u968f\u7740\u9700\u6c42\u53d8\u5316\u800c\u6269\u5c55\uff0c\u56e0\u6b64\u9009\u62e9\u4e00\u4e2a\u5177\u6709\u826f\u597d\u53ef\u6269\u5c55\u6027\u548c\u7075\u6d3b\u6027\u7684\u5e93\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u793e\u533a\u548c\u652f\u6301<\/strong>\uff1a\u4e00\u4e2a\u6d3b\u8dc3\u7684\u793e\u533a\u548c\u826f\u597d\u7684\u652f\u6301\u53ef\u4ee5\u4e3a\u9879\u76ee\u7684\u6301\u7eed\u5f00\u53d1\u548c\u7ef4\u62a4\u63d0\u4f9b\u5e2e\u52a9\u3002<\/p>\n<\/p>\n<\/li>\n<\/ol>\n<p><h2>\u516d\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>Python\u6269\u5c55\u5e93\u7684\u9009\u62e9\u548c\u4f7f\u7528\u662fPython\u5f00\u53d1\u4e2d\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u5408\u7406\u9009\u62e9\u5e93\u3001\u6b63\u786e\u5b89\u88c5\u548c\u7ba1\u7406\u7248\u672c\u3001\u638c\u63e1\u57fa\u7840\u7528\u6cd5\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u548c\u9879\u76ee\u8d28\u91cf\u3002\u540c\u65f6\uff0c\u5173\u6ce8\u5e93\u7684\u793e\u533a\u652f\u6301\u548c\u6587\u6863\u5b8c\u5584\u7a0b\u5ea6\uff0c\u53ef\u4ee5\u4e3a\u9879\u76ee\u7684\u957f\u671f\u53d1\u5c55\u63d0\u4f9b\u4fdd\u969c\u3002\u5728\u5b66\u4e60\u548c\u4f7f\u7528\u8fc7\u7a0b\u4e2d\uff0c\u4e0d\u65ad\u5b9e\u8df5\u548c\u603b\u7ed3\u7ecf\u9a8c\uff0c\u5c06\u6709\u52a9\u4e8e\u66f4\u597d\u5730\u8fd0\u7528Python\u6269\u5c55\u5e93\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u9009\u62e9\u9002\u5408\u6211\u7684\u9879\u76ee\u7684Python\u62d3\u5c55\u5e93\uff1f<\/strong><br 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