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\u5148\u770b\u786c\u5b9e\u529b\u3002Tabnine \u652f\u6301\u8d85\u8fc730\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u4ece Python\u3001JavaScript\u3001TypeScript \u5230 Go\u3001Rust\u3001Java \u751a\u81f3 COBOL\uff0c\u8986\u76d6\u9762\u76f8\u5f53\u5e7f\u3002\u6280\u672f\u4e0a\uff0c\u5b83\u6700\u5927\u7684\u5dee\u5f02\u70b9\u662f\u652f\u6301\u672c\u5730\u6a21\u578b\u548c\u79c1\u6709\u5316\u90e8\u7f72\u3002\u4f60\u53ef\u4ee5\u9009\u62e9\u8ba9\u5b83\u5728\u4f60\u7684 GPU \u4e0a\u8dd1\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u6a21\u578b\uff0c\u6216\u8005\u76f4\u63a5\u90e8\u7f72\u5230\u4f60\u4f01\u4e1a\u7684\u5185\u7f51\u670d\u52a1\u5668\u4e0a\u3002\u8fd9\u610f\u5473\u7740\u4f60\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u3001\u6bcf\u4e00\u4e2a commit \u90fd\u6c38\u8fdc\u4e0d\u4f1a\u79bb\u5f00\u4f60\u7684\u673a\u5668\u6216\u5185\u90e8\u7f51\u7edc\u3002\u5bf9\u4e8e\u91d1\u878d\u3001\u533b\u7597\u3001\u519b\u5de5\u7b49\u5bf9\u4ee3\u7801\u5b89\u5168\u6709\u4e25\u683c\u5408\u89c4\u8981\u6c42\u7684\u884c\u4e1a\uff0c\u8fd9\u662f ChatGPT\u3001GitHub Copilot \u7b49\u4e91\u7aef\u5de5\u5177\u65e0\u6cd5\u66ff\u4ee3\u7684\u786c\u95e8\u69db\u3002<\/p>\n
\u5728\u8865\u5168\u4f53\u9a8c\u4e0a\uff0cTabnine \u7684\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u201d\u505a\u5f97\u975e\u5e38\u7ec6\u817b\u3002\u5b83\u4e0d\u53ea\u662f\u770b\u5149\u6807\u524d\u4e00\u884c\uff0c\u800c\u662f\u80fd\u7406\u89e3\u4f60\u6574\u4e2a\u51fd\u6570\u3001\u751a\u81f3\u6574\u4e2a\u6587\u4ef6\u7684\u4e0a\u4e0b\u6587\u3002\u6bd4\u5982\u4f60\u5199\u4e00\u4e2a Python \u7684\u6570\u636e\u6e05\u6d17\u51fd\u6570\uff0c\u5b9a\u4e49\u4e86 `df = pd.read_csv(\u2018data.csv\u2019)`\uff0c\u7136\u540e\u8f93\u5165 `df.`\uff0cTabnine \u4f1a\u7acb\u523b\u7ed9\u51fa `dropna()`\u3001`fillna()`\u3001`groupby()` \u7b49 pandas \u4e13\u6709\u65b9\u6cd5\uff0c\u4e14\u6392\u5e8f\u903b\u8f91\u7b26\u5408\u4f60\u5f53\u524d\u4ee3\u7801\u7684\u98ce\u683c\u3002\u53e6\u4e00\u4e2a\u5178\u578b\u573a\u666f\u662f\u5199\u5355\u5143\u6d4b\u8bd5\uff1a\u5f53\u4f60\u4e3a `def calculate_total(items):` \u5199\u6d4b\u8bd5\u65f6\uff0cTabnine \u4f1a\u81ea\u52a8\u8865\u5168 `def test_calculate_total_empty_list():` \u548c\u5bf9\u5e94\u7684 assert \u8bed\u53e5\uff0c\u7701\u53bb\u5927\u91cf\u91cd\u590d\u52b3\u52a8\u3002<\/p>\n
\u6a2a\u5411\u5bf9\u6bd4\uff0c\u5b83\u7684\u4e3b\u8981\u5bf9\u624b\u662f GitHub Copilot \u548c Amazon CodeWhisperer\u3002Copilot \u7684\u80dc\u573a\u5728\u4e8e\u201c\u521b\u9020\u529b\u201d\u2014\u2014\u5b83\u80fd\u751f\u6210\u6574\u6bb5\u4e1a\u52a1\u903b\u8f91\u4ee3\u7801\uff0c\u751a\u81f3\u5e2e\u4f60\u91cd\u6784\uff1b\u800c Tabnine \u7684\u5f3a\u9879\u662f\u201c\u7cbe\u51c6\u5ea6\u201d\u548c\u201c\u9690\u79c1\u201d\u3002\u5728\u540c\u4e00\u4e2a\u4ee3\u7801\u5e93\u4e2d\uff0cTabnine \u7684\u8865\u5168\u5efa\u8bae\u88ab\u76f4\u63a5\u91c7\u7eb3\u7684\u6bd4\u7387\u901a\u5e38\u6bd4 Copilot \u9ad8 10-15%\uff0c\u56e0\u4e3a\u5b83\u66f4\u5c11\u201c\u80e1\u8bf4\u516b\u9053\u201d\u5730\u751f\u6210\u4e0d\u5b58\u5728\u7684 API\u3002CodeWhisperer \u5219\u5f3a\u5728 AWS \u751f\u6001\u6574\u5408\uff0c\u5982\u679c\u4f60\u5927\u91cf\u4f7f\u7528 Lambda\u3001S3\uff0c\u5b83\u4f1a\u66f4\u987a\u624b\u3002<\/p>\n
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—
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—
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