{"id":967608,"date":"2024-12-27T04:58:47","date_gmt":"2024-12-26T20:58:47","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/967608.html"},"modified":"2024-12-27T04:58:49","modified_gmt":"2024-12-26T20:58:49","slug":"%e5%a6%82%e4%bd%95%e4%bc%98%e5%8c%96python%e9%a2%84%e6%b5%8b%e6%a8%a1%e5%9e%8b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/967608.html","title":{"rendered":"\u5982\u4f55\u4f18\u5316python\u9884\u6d4b\u6a21\u578b"},"content":{"rendered":"

\"\u5982\u4f55\u4f18\u5316python\u9884\u6d4b\u6a21\u578b\"<\/p>\n

\u5728\u4f18\u5316Python\u9884\u6d4b\u6a21\u578b\u65f6\uff0c\u9700\u8981\u5173\u6ce8\u7279\u5f81\u9009\u62e9\u3001\u6a21\u578b\u9009\u62e9\u4e0e\u8c03\u53c2\u3001\u6570\u636e\u9884\u5904\u7406\u3001\u4ea4\u53c9\u9a8c\u8bc1\u3001\u6a21\u578b\u96c6\u6210\u4e0e\u90e8\u7f72\u7b49\u591a\u4e2a\u65b9\u9762<\/strong>\u3002\u5176\u4e2d\uff0c\u7279\u5f81\u9009\u62e9\u662f\u6700\u4e3a\u5173\u952e\u7684\u4e00\u6b65\uff0c\u901a\u8fc7\u9009\u62e9\u76f8\u5173\u6027\u5f3a\u7684\u7279\u5f81\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u6027\u80fd\u548c\u6cdb\u5316\u80fd\u529b\u3002\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u63a2\u8ba8\u8fd9\u51e0\u4e2a\u65b9\u9762\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7279\u5f81\u9009\u62e9\u4e0e\u5de5\u7a0b<\/h3>\n<\/p>\n

1. \u7279\u5f81\u9009\u62e9\u7684\u91cd\u8981\u6027<\/h4>\n<\/p>\n

\u7279\u5f81\u9009\u62e9\u662f\u4f18\u5316\u9884\u6d4b\u6a21\u578b\u7684\u5173\u952e\u6b65\u9aa4\u4e4b\u4e00\u3002\u9009\u62e9\u76f8\u5173\u6027\u5f3a\u7684\u7279\u5f81\u80fd\u591f\u63d0\u9ad8\u6a21\u578b\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002\u7279\u5f81\u9009\u62e9\u7684\u65b9\u6cd5\u5305\u62ec\u8fc7\u6ee4\u6cd5\u3001\u5d4c\u5165\u6cd5\u548c\u5305\u88c5\u6cd5\u3002\u8fc7\u6ee4\u6cd5\u901a\u8fc7\u7edf\u8ba1\u68c0\u9a8c\u6765\u8bc4\u4f30\u6bcf\u4e2a\u7279\u5f81\u7684\u91cd\u8981\u6027\uff0c\u4f8b\u5982\u5361\u65b9\u68c0\u9a8c\u548c\u4e92\u4fe1\u606f\u6cd5\u3002\u5d4c\u5165\u6cd5\u5229\u7528\u6a21\u578b\u81ea\u8eab\u7684\u7279\u5f81\u9009\u62e9\u673a\u5236\uff0c\u4f8b\u5982\u51b3\u7b56\u6811\u7684\u7279\u5f81\u91cd\u8981\u6027\u8bc4\u5206\u3002\u5305\u88c5\u6cd5\u5219\u901a\u8fc7\u641c\u7d22\u7b97\u6cd5\u6765\u9009\u62e9\u7279\u5f81\u96c6\u5408\uff0c\u4f8b\u5982\u9012\u5f52\u7279\u5f81\u6d88\u9664\u3002<\/p>\n<\/p>\n

2. \u7279\u5f81\u5de5\u7a0b\u6280\u672f<\/h4>\n<\/p>\n

\u7279\u5f81\u5de5\u7a0b\u662f\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a\u66f4\u9002\u5408\u6a21\u578b\u5b66\u4e60\u7684\u5f62\u5f0f\u7684\u8fc7\u7a0b\u3002\u5e38\u89c1\u7684\u7279\u5f81\u5de5\u7a0b\u6280\u672f\u5305\u62ec\u5f52\u4e00\u5316\u3001\u6807\u51c6\u5316\u3001\u7f16\u7801\u548c\u4ea4\u4e92\u7279\u5f81\u6784\u9020\u3002\u5f52\u4e00\u5316\u548c\u6807\u51c6\u5316\u53ef\u4ee5\u4f7f\u4e0d\u540c\u7279\u5f81\u7684\u5c3a\u5ea6\u76f8\u540c\uff0c\u4ece\u800c\u63d0\u9ad8\u6a21\u578b\u7684\u6536\u655b\u901f\u5ea6\u3002\u7f16\u7801\u6280\u672f\u5982\u72ec\u70ed\u7f16\u7801\u548c\u6807\u7b7e\u7f16\u7801\u53ef\u4ee5\u5c06\u5206\u7c7b\u7279\u5f81\u8f6c\u6362\u4e3a\u6570\u503c\u5f62\u5f0f\u3002\u4ea4\u4e92\u7279\u5f81\u6784\u9020\u5219\u662f\u5728\u539f\u6709\u7279\u5f81\u7684\u57fa\u7840\u4e0a\u751f\u6210\u65b0\u7684\u7279\u5f81\uff0c\u4ee5\u4fbf\u6355\u6349\u590d\u6742\u7684\u6a21\u5f0f\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u6a21\u578b\u9009\u62e9\u4e0e\u8c03\u53c2<\/h3>\n<\/p>\n

1. \u6a21\u578b\u9009\u62e9\u7684\u7b56\u7565<\/h4>\n<\/p>\n

\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\u662f\u4f18\u5316\u9884\u6d4b\u6a21\u578b\u7684\u5173\u952e\u3002\u5e38\u89c1\u7684\u6a21\u578b\u5305\u62ec\u7ebf\u6027\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u968f\u673a\u68ee\u6797\u3001\u652f\u6301\u5411\u91cf\u673a\u548c\u795e\u7ecf\u7f51\u7edc\u3002\u5728\u9009\u62e9\u6a21\u578b\u65f6\uff0c\u9700\u8981\u8003\u8651\u6570\u636e\u7684\u89c4\u6a21\u3001\u590d\u6742\u6027\u548c\u7279\u6027\u3002\u4f8b\u5982\uff0c\u7ebf\u6027\u56de\u5f52\u9002\u7528\u4e8e\u7ebf\u6027\u5173\u7cfb\u7684\u6570\u636e\uff0c\u800c\u968f\u673a\u68ee\u6797\u5219\u9002\u7528\u4e8e\u975e\u7ebf\u6027\u5173\u7cfb\u7684\u6570\u636e\u3002\u6b64\u5916\uff0c\u8fd8\u5e94\u8003\u8651\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u548c\u8ba1\u7b97\u6548\u7387\u3002<\/p>\n<\/p>\n

2. \u6a21\u578b\u8c03\u53c2\u7684\u65b9\u6cd5<\/h4>\n<\/p>\n

\u6a21\u578b\u8c03\u53c2\u662f\u4f18\u5316\u6a21\u578b\u6027\u80fd\u7684\u91cd\u8981\u6b65\u9aa4\u3002\u5e38\u7528\u7684\u8c03\u53c2\u65b9\u6cd5\u5305\u62ec\u7f51\u683c\u641c\u7d22\u548c\u968f\u673a\u641c\u7d22\u3002\u7f51\u683c\u641c\u7d22\u901a\u8fc7\u904d\u5386\u6240\u6709\u53ef\u80fd\u7684\u53c2\u6570\u7ec4\u5408\u6765\u627e\u5230\u6700\u4f73\u53c2\u6570\uff0c\u4f46\u8ba1\u7b97\u6210\u672c\u8f83\u9ad8\u3002\u968f\u673a\u641c\u7d22\u5219\u901a\u8fc7\u968f\u673a\u62bd\u6837\u90e8\u5206\u53c2\u6570\u7ec4\u5408\u6765\u8fdb\u884c\u641c\u7d22\uff0c\u6548\u7387\u8f83\u9ad8\u3002\u6b64\u5916\uff0c\u8d1d\u53f6\u65af\u4f18\u5316\u4e5f\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u6a21\u578b\u8c03\u53c2\u4e2d\uff0c\u901a\u8fc7\u6784\u5efa\u6982\u7387\u6a21\u578b\u6765\u9884\u6d4b\u53c2\u6570\u7684\u6027\u80fd\uff0c\u4ece\u800c\u63d0\u9ad8\u641c\u7d22\u6548\u7387\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u6570\u636e\u9884\u5904\u7406<\/h3>\n<\/p>\n

1. \u6570\u636e\u6e05\u6d17<\/h4>\n<\/p>\n

\u6570\u636e\u6e05\u6d17\u662f\u6570\u636e\u9884\u5904\u7406\u7684\u91cd\u8981\u6b65\u9aa4\u3002\u5e38\u89c1\u7684\u6570\u636e\u6e05\u6d17\u65b9\u6cd5\u5305\u62ec\u5904\u7406\u7f3a\u5931\u503c\u3001\u53bb\u9664\u91cd\u590d\u9879\u548c\u5f02\u5e38\u503c\u68c0\u6d4b\u3002\u5904\u7406\u7f3a\u5931\u503c\u7684\u65b9\u6cd5\u6709\u5220\u9664\u548c\u586b\u5145\uff0c\u586b\u5145\u65b9\u6cd5\u53c8\u5305\u62ec\u5747\u503c\u586b\u5145\u3001\u4e2d\u4f4d\u6570\u586b\u5145\u548c\u63d2\u503c\u586b\u5145\u3002\u53bb\u9664\u91cd\u590d\u9879\u53ef\u4ee5\u51cf\u5c11\u6570\u636e\u5197\u4f59\uff0c\u63d0\u9ad8\u6a21\u578b\u7684\u8bad\u7ec3\u6548\u7387\u3002\u5f02\u5e38\u503c\u68c0\u6d4b\u5219\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u548c\u5904\u7406\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u60c5\u51b5\uff0c\u4ece\u800c\u63d0\u9ad8\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n

2. \u6570\u636e\u5206\u5272<\/h4>\n<\/p>\n

\u6570\u636e\u5206\u5272\u662f\u5c06\u6570\u636e\u96c6\u5212\u5206\u4e3a\u8bad\u7ec3\u96c6\u3001\u9a8c\u8bc1\u96c6\u548c\u6d4b\u8bd5\u96c6\u7684\u8fc7\u7a0b\u3002\u5408\u7406\u7684\u6570\u636e\u5206\u5272\u53ef\u4ee5\u63d0\u9ad8\u6a21\u578b\u7684\u6cdb\u5316\u80fd\u529b\u3002\u5e38\u7528\u7684\u6570\u636e\u5206\u5272\u65b9\u6cd5\u5305\u62ec\u968f\u673a\u5206\u5272\u548c\u65f6\u95f4\u5e8f\u5217\u5206\u5272\u3002\u968f\u673a\u5206\u5272\u9002\u7528\u4e8e\u72ec\u7acb\u540c\u5206\u5e03\u7684\u6570\u636e\uff0c\u800c\u65f6\u95f4\u5e8f\u5217\u5206\u5272\u9002\u7528\u4e8e\u65f6\u95f4\u76f8\u5173\u7684\u6570\u636e\u3002\u6b64\u5916\uff0ck\u6298\u4ea4\u53c9\u9a8c\u8bc1\u662f\u4e00\u79cd\u5e38\u7528\u7684\u9a8c\u8bc1\u65b9\u6cd5\uff0c\u901a\u8fc7\u591a\u6b21\u8bad\u7ec3\u548c\u9a8c\u8bc1\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u56db\u3001\u4ea4\u53c9\u9a8c\u8bc1\u4e0e\u6027\u80fd\u8bc4\u4f30<\/h3>\n<\/p>\n

1. \u4ea4\u53c9\u9a8c\u8bc1\u6280\u672f<\/h4>\n<\/p>\n

\u4ea4\u53c9\u9a8c\u8bc1\u662f\u8bc4\u4f30\u6a21\u578b\u6027\u80fd\u7684\u91cd\u8981\u65b9\u6cd5\u3002\u5e38\u89c1\u7684\u4ea4\u53c9\u9a8c\u8bc1\u65b9\u6cd5\u5305\u62eck\u6298\u4ea4\u53c9\u9a8c\u8bc1\u3001\u7559\u4e00\u6cd5\u548c\u5206\u5c42\u4ea4\u53c9\u9a8c\u8bc1\u3002k\u6298\u4ea4\u53c9\u9a8c\u8bc1\u5c06\u6570\u636e\u96c6\u5206\u4e3ak\u4e2a\u5b50\u96c6\uff0c\u4f9d\u6b21\u4f7f\u7528\u6bcf\u4e2a\u5b50\u96c6\u4f5c\u4e3a\u9a8c\u8bc1\u96c6\uff0c\u5176\u4f59\u4f5c\u4e3a\u8bad\u7ec3\u96c6\u3002\u7559\u4e00\u6cd5\u662fk\u6298\u4ea4\u53c9\u9a8c\u8bc1\u7684\u7279\u4f8b\uff0c\u5373\u6bcf\u6b21\u53ea\u7559\u51fa\u4e00\u4e2a\u6837\u672c\u4f5c\u4e3a\u9a8c\u8bc1\u96c6\u3002\u5206\u5c42\u4ea4\u53c9\u9a8c\u8bc1\u5219\u5728\u6bcf\u6298\u4e2d\u4fdd\u6301\u7c7b\u522b\u6bd4\u4f8b\u4e0d\u53d8\uff0c\u9002\u7528\u4e8e\u4e0d\u5e73\u8861\u6570\u636e\u3002<\/p>\n<\/p>\n

2. \u6027\u80fd\u8bc4\u4f30\u6307\u6807<\/h4>\n<\/p>\n

\u6027\u80fd\u8bc4\u4f30\u6307\u6807\u7528\u4e8e\u8861\u91cf\u6a21\u578b\u7684\u9884\u6d4b\u80fd\u529b\u3002\u5e38\u89c1\u7684\u6307\u6807\u5305\u62ec\u51c6\u786e\u7387\u3001\u7cbe\u786e\u7387\u3001\u53ec\u56de\u7387\u3001F1\u5206\u6570\u548cROC\u66f2\u7ebf\u3002\u51c6\u786e\u7387\u9002\u7528\u4e8e\u5e73\u8861\u6570\u636e\uff0c\u800c\u7cbe\u786e\u7387\u548c\u53ec\u56de\u7387\u9002\u7528\u4e8e\u4e0d\u5e73\u8861\u6570\u636e\u3002F1\u5206\u6570\u662f\u7cbe\u786e\u7387\u548c\u53ec\u56de\u7387\u7684\u8c03\u548c\u5e73\u5747\u6570\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5e73\u8861\u7cbe\u786e\u7387\u548c\u53ec\u56de\u7387\u7684\u573a\u666f\u3002ROC\u66f2\u7ebf\u5219\u901a\u8fc7\u7ed8\u5236\u771f\u9633\u6027\u7387\u4e0e\u5047\u9633\u6027\u7387\u7684\u5173\u7cfb\u66f2\u7ebf\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u4e94\u3001\u6a21\u578b\u96c6\u6210\u4e0e\u90e8\u7f72<\/h3>\n<\/p>\n

1. \u6a21\u578b\u96c6\u6210\u6280\u672f<\/h4>\n<\/p>\n

\u6a21\u578b\u96c6\u6210\u662f\u901a\u8fc7\u7ed3\u5408\u591a\u4e2a\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u6765\u63d0\u9ad8\u6574\u4f53\u6027\u80fd\u7684\u65b9\u6cd5\u3002\u5e38\u89c1\u7684\u6a21\u578b\u96c6\u6210\u6280\u672f\u5305\u62ec\u888b\u88c5\u6cd5\u3001\u63d0\u5347\u6cd5\u548c\u5806\u53e0\u6cd5\u3002\u888b\u88c5\u6cd5\u901a\u8fc7\u5bf9\u6570\u636e\u96c6\u8fdb\u884c\u591a\u6b21\u91c7\u6837\u548c\u8bad\u7ec3\u591a\u4e2a\u6a21\u578b\u6765\u964d\u4f4e\u65b9\u5dee\uff0c\u4f8b\u5982\u968f\u673a\u68ee\u6797\u3002\u63d0\u5347\u6cd5\u901a\u8fc7\u9010\u6b65\u4fee\u6b63\u6a21\u578b\u7684\u9884\u6d4b\u8bef\u5dee\u6765\u63d0\u9ad8\u51c6\u786e\u6027\uff0c\u4f8b\u5982\u68af\u5ea6\u63d0\u5347\u6811\u3002\u5806\u53e0\u6cd5\u5219\u901a\u8fc7\u8bad\u7ec3\u4e00\u4e2a\u5143\u6a21\u578b\u6765\u7ec4\u5408\u591a\u4e2a\u57fa\u7840\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u3002<\/p>\n<\/p>\n

2. \u6a21\u578b\u90e8\u7f72\u7b56\u7565<\/h4>\n<\/p>\n

\u6a21\u578b\u90e8\u7f72\u662f\u5c06\u8bad\u7ec3\u597d\u7684\u6a21\u578b\u6295\u5165\u751f\u4ea7\u73af\u5883\u7684\u8fc7\u7a0b\u3002\u5e38\u89c1\u7684\u6a21\u578b\u90e8\u7f72\u7b56\u7565\u5305\u62ec\u6279\u5904\u7406\u548c\u5b9e\u65f6\u5904\u7406\u3002\u6279\u5904\u7406\u9002\u7528\u4e8e\u5bf9\u5ef6\u8fdf\u8981\u6c42\u4e0d\u9ad8\u7684\u4efb\u52a1\uff0c\u901a\u8fc7\u5b9a\u671f\u6279\u91cf\u5904\u7406\u6570\u636e\u6765\u8fdb\u884c\u9884\u6d4b\u3002\u5b9e\u65f6\u5904\u7406\u5219\u9002\u7528\u4e8e\u9700\u8981\u5373\u65f6\u9884\u6d4b\u7684\u4efb\u52a1\uff0c\u901a\u8fc7\u6d41\u5f0f\u5904\u7406\u6570\u636e\u6765\u8fdb\u884c\u9884\u6d4b\u3002\u6b64\u5916\uff0c\u5728\u90e8\u7f72\u8fc7\u7a0b\u4e2d\u9700\u8981\u8003\u8651\u6a21\u578b\u7684\u53ef\u6269\u5c55\u6027\u3001\u76d1\u63a7\u548c\u66f4\u65b0\u673a\u5236\uff0c\u4ee5\u4fdd\u8bc1\u6a21\u578b\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u3002<\/p>\n<\/p>\n

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