\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u6df1\u5ea6\u96c6\u6210\u5728 JetBrains IDE \u4e2d\u7684\u539f\u751f AI \u52a9\u624b\uff0c\u80fd\u7406\u89e3\u9879\u76ee\u4e0a\u4e0b\u6587\u8fdb\u884c\u7cbe\u51c6\u4ee3\u7801\u8865\u5168\u3001\u89e3\u91ca\u548c\u91cd\u6784\uff0c\u544a\u522b\u9891\u7e41\u5207\u6362\u804a\u5929\u7a97\u53e3\u3002<\/p>\n
\u5bf9\u4e8e\u5168\u7403\u6570\u767e\u4e07\u4f7f\u7528 IntelliJ IDEA\u3001PyCharm\u3001WebStorm \u7b49 JetBrains IDE \u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0cJetBrains AI \u7684\u51fa\u73b0\uff0c\u53ef\u80fd\u6807\u5fd7\u7740\u4e00\u4e2a\u201c\u5f00\u7bb1\u5373\u7528\u201d\u667a\u80fd\u7f16\u7a0b\u65f6\u4ee3\u7684\u771f\u6b63\u5f00\u7aef\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a\u9700\u8981\u4f60\u989d\u5916\u6253\u5f00\u6d4f\u89c8\u5668\u6216\u72ec\u7acb\u5e94\u7528\u7684\u804a\u5929\u673a\u5668\u4eba\uff0c\u800c\u662f\u4e00\u4e2a\u6df1\u5ea6\u5d4c\u5165\u5728\u4f60\u7f16\u7801\u73af\u5883\u6bcf\u4e00\u5bf8\u808c\u80a4\u91cc\u7684\u539f\u751f\u52a9\u624b\u3002\u8fd9\u79cd\u6df1\u5ea6\u96c6\u6210\uff0c\u6b63\u662f\u5b83\u6700\u6838\u5fc3\u7684\u5dee\u5f02\u5316\u6b66\u5668\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
JetBrains AI \u7684\u6838\u5fc3\u662f\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u201d\u3002\u5b83\u4e0d\u50cf\u901a\u7528\u804a\u5929 AI \u90a3\u6837\u9700\u8981\u4f60\u53cd\u590d\u7c98\u8d34\u4ee3\u7801\u7247\u6bb5\u6765\u63cf\u8ff0\u95ee\u9898\u3002\u5b83\u80fd\u76f4\u63a5\u201c\u770b\u5230\u201d\u4f60\u5f53\u524d\u6253\u5f00\u7684\u6587\u4ef6\u3001\u6574\u4e2a\u9879\u76ee\u7684\u7ed3\u6784\u3001\u751a\u81f3\u4f60\u5149\u6807\u6240\u5728\u4f4d\u7f6e\u7684\u4e0a\u4e0b\u6587\u3002\u8fd9\u5e26\u6765\u4e86\u51e0\u4e2a\u6740\u624b\u7ea7\u529f\u80fd\uff1a<\/p>\n
1. \u667a\u80fd\u4ee3\u7801\u8865\u5168\uff1a\u8fd9\u8d85\u8d8a\u4e86\u4f20\u7edf\u7684\u57fa\u4e8e\u8bed\u6cd5\u7684\u8865\u5168\u3002\u5b83\u80fd\u6839\u636e\u4f60\u6b63\u5728\u7f16\u5199\u7684\u51fd\u6570\u540d\u3001\u6ce8\u91ca\uff0c\u751a\u81f3\u9879\u76ee\u4e2d\u7684\u5176\u4ed6\u76f8\u4f3c\u4ee3\u7801\uff0c\u9884\u6d4b\u5e76\u751f\u6210\u591a\u884c\u3001\u903b\u8f91\u8fde\u8d2f\u7684\u4ee3\u7801\u5757\u3002\u4f8b\u5982\uff0c\u4f60\u8f93\u5165 `def calculate_`\uff0c\u5b83\u53ef\u80fd\u76f4\u63a5\u8865\u5168\u4e00\u4e2a\u5b8c\u6574\u7684\u3001\u5e26\u6709\u53c2\u6570\u548c\u8fd4\u56de\u7c7b\u578b\u7684\u51fd\u6570\u7b7e\u540d\uff0c\u751a\u81f3\u6839\u636e\u51fd\u6570\u540d\u731c\u6d4b\u51fa\u51fd\u6570\u4f53\u7684\u5927\u81f4\u903b\u8f91\u3002<\/p>\n
2. \u4ee3\u7801\u89e3\u91ca\u4e0e\u6587\u6863\u751f\u6210\uff1a\u9009\u4e2d\u4e00\u6bb5\u590d\u6742\u7684\u3001\u751a\u81f3\u4e0d\u662f\u4f60\u5199\u7684\u4ee3\u7801\uff0c\u76f4\u63a5\u95ee\u201c\u8fd9\u6bb5\u4ee3\u7801\u5728\u505a\u4ec0\u4e48\uff1f\u201d\uff0c\u5b83\u80fd\u7ed9\u51fa\u6e05\u6670\u3001\u51c6\u786e\u7684\u4e2d\u6587\u89e3\u91ca\u3002\u66f4\u5f3a\u5927\u7684\u662f\uff0c\u4f60\u53ef\u4ee5\u8ba9\u5b83\u4e3a\u9009\u4e2d\u7684\u51fd\u6570\u6216\u7c7b\u751f\u6210\u5b8c\u6574\u7684\u6587\u6863\u5b57\u7b26\u4e32\uff08Docstring\uff09\uff0c\u683c\u5f0f\u7b26\u5408\u9879\u76ee\u89c4\u8303\u3002<\/p>\n
3. \u667a\u80fd\u91cd\u6784\u4e0e\u95ee\u9898\u89e3\u7b54\uff1a\u4f60\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u6307\u4ee4\u8ba9\u5b83\u4fee\u6539\u4ee3\u7801\u3002\u6bd4\u5982\uff0c\u5bf9\u4e00\u6bb5\u4ee3\u7801\u8bf4\u201c\u5c06\u5faa\u73af\u6539\u4e3a\u5217\u8868\u63a8\u5bfc\u5f0f\u201d\u6216\u201c\u63d0\u53d6\u8fd9\u4e2a\u91cd\u590d\u903b\u8f91\u5230\u4e00\u4e2a\u65b0\u51fd\u6570\u91cc\u5e76\u547d\u540d\u4e3a `validate_input`\u201d\u3002\u5b83\u7406\u89e3\u4f60\u7684\u610f\u56fe\u540e\uff0c\u4f1a\u76f4\u63a5\u5728\u7f16\u8f91\u5668\u4e2d\u5b8c\u6210\u4fee\u6539\u3002\u5bf9\u4e8e\u9519\u8bef\u4fe1\u606f\uff0c\u4f60\u53ef\u4ee5\u5c06\u7f16\u8bd1\u5668\u7684\u62a5\u9519\u76f4\u63a5\u62d6\u62fd\u5230 AI \u804a\u5929\u7a97\u53e3\uff0c\u5b83\u4f1a\u5206\u6790\u9519\u8bef\u5e76\u63d0\u4f9b\u4fee\u590d\u5efa\u8bae\uff0c\u751a\u81f3\u76f4\u63a5\u5e94\u7528\u4fee\u590d\u3002<\/p>\n
4. \u63d0\u4ea4\u4fe1\u606f\u751f\u6210\uff1a\u5728\u63d0\u4ea4\u4ee3\u7801\u65f6\uff0c\u5b83\u80fd\u5206\u6790\u4f60\u7684\u4ee3\u7801\u53d8\u66f4\uff08diff\uff09\uff0c\u81ea\u52a8\u751f\u6210\u6e05\u6670\u3001\u4e13\u4e1a\u7684\u63d0\u4ea4\u4fe1\u606f\uff0c\u6781\u5927\u63d0\u5347\u4e86\u7248\u672c\u7ba1\u7406\u7684\u89c4\u8303\u6027\u3002<\/p>\n
\u5176\u6280\u672f\u5e95\u5c42\u63a5\u5165\u4e86\u591a\u4e2a\u9886\u5148\u7684\u5927\u6a21\u578b\uff0c\u5e76\u6839\u636e\u4ee3\u7801\u573a\u666f\u8fdb\u884c\u4e86\u4e13\u95e8\u4f18\u5316\u3002\u867d\u7136\u5b98\u65b9\u672a\u516c\u5e03\u5177\u4f53\u6a21\u578b\u7ec6\u8282\uff0c\u4f46\u5176\u54cd\u5e94\u901f\u5ea6\u548c\u4ee3\u7801\u751f\u6210\u8d28\u91cf\u5728 IDE \u96c6\u6210\u7c7b\u5de5\u5177\u4e2d\u5c5e\u4e8e\u7b2c\u4e00\u68af\u961f\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
* \u573a\u666f\u4e00\uff1a\u5feb\u901f\u7406\u89e3\u9057\u7559\u4ee3\u7801\u5e93\u3002\u65b0\u52a0\u5165\u4e00\u4e2a\u5927\u578b\u9879\u76ee\uff0c\u9762\u5bf9\u964c\u751f\u7684\u3001\u6587\u6863\u4e0d\u5168\u7684\u4ee3\u7801\u3002\u4f60\u53ef\u4ee5\u7528 JetBrains AI \u5feb\u901f\u904d\u5386\u6838\u5fc3\u6a21\u5757\uff1a\u9009\u4e2d\u5173\u952e\u7c7b\uff0c\u8ba9\u5b83\u89e3\u91ca\u804c\u8d23\uff1b\u9047\u5230\u590d\u6742\u7b97\u6cd5\uff0c\u8ba9\u5b83\u62c6\u89e3\u6b65\u9aa4\uff1b\u751a\u81f3\u53ef\u4ee5\u95ee\u201c\u8fd9\u4e2a\u6a21\u5757\u548c\u54ea\u4e2a\u6a21\u5757\u8026\u5408\u6700\u7d27\uff1f\u201d\uff0c\u5b83\u80fd\u57fa\u4e8e\u9879\u76ee\u7ed3\u6784\u7ed9\u51fa\u5206\u6790\u3002\u8fd9\u80fd\u5c06\u719f\u6089\u4ee3\u7801\u7684\u65f6\u95f4\u4ece\u51e0\u5929\u7f29\u77ed\u5230\u51e0\u5c0f\u65f6\u3002<\/p>\n
* \u573a\u666f\u4e8c\uff1a\u65e5\u5e38\u5f00\u53d1\u4e2d\u7684\u201c\u6d41\u7545\u7f16\u7a0b\u201d\u3002\u4f60\u6b63\u5728\u5b9e\u73b0\u4e00\u4e2a\u529f\u80fd\uff0c\u9700\u8981\u8c03\u7528\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\u4f46\u4e0d\u719f\u6089 API\u3002\u4f20\u7edf\u65b9\u5f0f\u662f\u53bb\u67e5\u6587\u6863\u3002\u73b0\u5728\uff0c\u4f60\u53ea\u9700\u5728\u4ee3\u7801\u4e2d\u5f00\u59cb\u952e\u5165\uff0cAI \u4f1a\u6839\u636e\u4e0a\u4e0b\u6587\u7ed9\u51fa\u51c6\u786e\u7684\u51fd\u6570\u8865\u5168\u548c\u53c2\u6570\u63d0\u793a\u3002\u6216\u8005\uff0c\u4f60\u5199\u4e86\u4e00\u4e2a\u51fd\u6570\uff0c\u4f46\u89c9\u5f97\u4e0d\u591f\u4f18\u96c5\uff0c\u53ef\u4ee5\u76f4\u63a5\u5bf9\u5b83\u8bf4\u201c\u7528\u66f4 Pythonic \u7684\u65b9\u5f0f\u91cd\u5199\u201d\uff0c\u5b83\u53ef\u80fd\u4f1a\u7ed9\u51fa\u4f7f\u7528 `walrus operator` \u6216\u66f4\u7b80\u6d01\u63a8\u5bfc\u5f0f\u7684\u7248\u672c\u3002\u6574\u4e2a\u8fc7\u7a0b\u65e0\u9700\u4e2d\u65ad\u601d\u7ef4\u79bb\u5f00 IDE\u3002<\/p>\n
* \u573a\u666f\u4e09\uff1a\u4ee3\u7801\u5ba1\u67e5\u4e0e\u4f18\u5316\u3002\u5728 Review \u540c\u4e8b\u4ee3\u7801\u65f6\uff0c\u5bf9\u67d0\u6bb5\u6027\u80fd\u5b58\u7591\u7684\u4ee3\u7801\uff0c\u53ef\u4ee5\u9009\u4e2d\u5e76\u8be2\u95ee\u201c\u8fd9\u6bb5\u4ee3\u7801\u6709\u6027\u80fd\u74f6\u9888\u5417\uff1f\u5982\u4f55\u4f18\u5316\uff1f\u201d AI \u53ef\u80fd\u4f1a\u6307\u51fa\u5b58\u5728 `O(n\u00b2)` \u590d\u6742\u5ea6\u7684\u5faa\u73af\uff0c\u5e76\u5efa\u8bae\u4f7f\u7528\u54c8\u5e0c\u8868\u8fdb\u884c\u4f18\u5316\u3002\u6216\u8005\uff0c\u4f60\u53ef\u4ee5\u8ba9\u5b83\u201c\u4e3a\u8fd9\u4e2a\u65b9\u6cd5\u6dfb\u52a0\u5355\u5143\u6d4b\u8bd5\u7528\u4f8b\u201d\uff0c\u5b83\u80fd\u57fa\u4e8e\u51fd\u6570\u903b\u8f91\u751f\u6210\u521d\u6b65\u7684\u6d4b\u8bd5\u4ee3\u7801\u6846\u67b6\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u662f GitHub Copilot\u3002\u4e24\u8005\u90fd\u662f\u9876\u5c16\u7684\u7f16\u7a0b\u52a9\u624b\uff0c\u4f46\u54f2\u5b66\u4e0d\u540c\uff1a<\/p>\n
* Copilot \u66f4\u50cf\u4e00\u4e2a\u201c\u8d85\u7ea7\u8054\u60f3\u952e\u76d8\u201d\uff0c\u5b83\u7684\u4ee3\u7801\u8865\u5168\u80fd\u529b\u6781\u5f3a\uff0c\u5c24\u5176\u5728\u4ee3\u7801\u7247\u6bb5\u751f\u6210\u4e0a\u5feb\u5982\u95ea\u7535\u3002\u5b83\u66f4\u4fa7\u91cd\u4e8e\u201c\u4ece\u65e0\u5230\u6709\u201d\u7684\u751f\u6210\u3002<\/p>\n
* JetBrains AI \u5219\u66f4\u50cf\u4e00\u4e2a\u201c\u5750\u5728\u4f60\u8eab\u8fb9\u7684\u8d44\u6df1\u67b6\u6784\u5e08\u201d\uff0c\u5b83\u66f4\u64c5\u957f\u57fa\u4e8e\u4f60\u5df2\u6709\u9879\u76ee\u7684\u6df1\u5ea6\u4e0a\u4e0b\u6587\u8fdb\u884c\u64cd\u4f5c\uff1a\u89e3\u91ca\u3001\u91cd\u6784\u3001\u95ee\u7b54\u3001\u6587\u6863\u5316\u3002\u5b83\u7684\u4f18\u52bf\u5728\u4e8e\u5bf9\u73b0\u6709\u4ee3\u7801\u7684\u6df1\u5ea6\u7406\u89e3\u548c\u64cd\u4f5c\uff0c\u4ee5\u53ca\u4e0e IDE \u672c\u8eab\u7684\u91cd\u6784\u3001\u5bfc\u822a\u3001\u8c03\u8bd5\u5de5\u5177\u7684\u65e0\u7f1d\u7ed3\u5408\u3002\u5bf9\u4e8e JetBrains IDE \u7684\u6df1\u5ea6\u7528\u6237\u800c\u8a00\uff0c\u8fd9\u79cd\u65e0\u9700\u5207\u6362\u4e0a\u4e0b\u6587\u3001\u6df1\u5ea6\u96c6\u6210\u7684\u4f53\u9a8c\uff0c\u6bd4\u5355\u7eaf\u7684\u8865\u5168\u66f4\u6709\u5438\u5f15\u529b\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
JetBrains AI \u76ee\u524d\u662f\u4ed8\u8d39\u670d\u52a1\uff0c\u901a\u5e38\u4f5c\u4e3a JetBrains \u4ea7\u54c1\u8ba2\u9605\u7684\u9644\u52a0\u670d\u52a1\u63d0\u4f9b\uff08\u4f8b\u5982 All Products Pack \u8ba2\u9605\u7528\u6237\u53ef\u80fd\u5305\u542b\u6216\u53ef\u4ee5\u4f18\u60e0\u4ef7\u6dfb\u52a0\uff09\u3002\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\uff0c\u6bcf\u6708\u662f\u4e00\u7b14\u989d\u5916\u5f00\u9500\uff08\u7ea610-20\u7f8e\u5143\u7ea7\u522b\uff09\uff0c\u4f46\u8003\u8651\u5230\u5b83\u76f4\u63a5\u96c6\u6210\u5728\u5df2\u4ed8\u8d39\u7684 IDE \u4e2d\uff0c\u80fd\u6781\u5927\u63d0\u5347\u5728\u590d\u6742\u9879\u76ee\u4e2d\u7684\u5f00\u53d1\u6548\u7387\uff0c\u5bf9\u4e8e\u4e13\u4e1a\u5f00\u53d1\u8005\u6216\u91cd\u5ea6 JetBrains \u7528\u6237\u800c\u8a00\uff0c\u6027\u4ef7\u6bd4\u5f88\u9ad8\u3002\u5bf9\u4e8e\u5b66\u751f\u6216\u5f00\u6e90\u5f00\u53d1\u8005\uff0c\u53ef\u4ee5\u5173\u6ce8 JetBrains \u7684\u514d\u8d39\u6559\u80b2\u8bb8\u53ef\u6216\u5f00\u6e90\u9879\u76ee\u652f\u6301\u8ba1\u5212\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
* \u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
1. JetBrains IDE \u5168\u5bb6\u6876\u7684\u91cd\u5ea6\u7528\u6237\uff1a\u8fd9\u662f\u6700\u5927\u53d7\u76ca\u8005\uff0c\u96c6\u6210\u4f53\u9a8c\u65e0\u53ef\u66ff\u4ee3\u3002<\/p>\n
2. \u9700\u8981\u7ef4\u62a4\u548c\u91cd\u6784\u5927\u578b\u590d\u6742\u9879\u76ee\u7684\u5f00\u53d1\u8005\uff1a\u6df1\u5ea6\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u662f\u521a\u9700\u3002<\/p>\n
3. \u56e2\u961f\u5f00\u53d1\u4e2d\u9700\u8981\u7edf\u4e00\u4ee3\u7801\u89c4\u8303\u548c\u6587\u6863\u7684\u56e2\u961f\uff1a\u80fd\u6709\u6548\u63d0\u5347\u4ee3\u7801\u53ef\u8bfb\u6027\u548c\u4e00\u81f4\u6027\u3002<\/p>\n
* \u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
1. \u4f7f\u7528 VS Code\u3001Eclipse \u6216\u5176\u4ed6\u7f16\u8f91\u5668\u7684\u5f00\u53d1\u8005\uff08\u65e0\u6cd5\u4f7f\u7528\uff09\u3002<\/p>\n
2. \u7f16\u7a0b\u521d\u5b66\u8005\uff1a\u8fc7\u5ea6\u4f9d\u8d56\u53ef\u80fd\u4e0d\u5229\u4e8e\u57fa\u7840\u77e5\u8bc6\u7684\u5de9\u56fa\u3002<\/p>\n
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