{"id":121192,"date":"2026-11-02T07:08:47","date_gmt":"2026-11-01T23:08:47","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/121192.html"},"modified":"2026-11-02T07:08:47","modified_gmt":"2026-11-01T23:08:47","slug":"%e7%94%a8-ai-%e6%99%ba%e8%83%bd%e4%bd%93%e7%bb%99%e8%88%9e%e5%8f%b0%e5%b7%a5%e8%89%ba%e6%96%bd%e5%b7%a5%e5%9b%be%e5%ae%a1%e6%9f%a5%e6%8e%92%e5%b7%a5%e6%9c%9f%ef%bc%9a%e5%9b%9b%e8%bd%ae%e9%a2%84","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/121192.html","title":{"rendered":"\u7528 AI \u667a\u80fd\u4f53\u7ed9\u821e\u53f0\u5de5\u827a\u65bd\u5de5\u56fe\u5ba1\u67e5\u6392\u5de5\u671f\uff1a\u56db\u8f6e\u9884\u7b97\u8868 + \u81ea\u52a8\u6821\u9a8c\u95f8\u95e8\uff0c\u8ba9 218 \u9875\u4e0d\u518d\u538b\u5728\u4e00\u5929"},"content":{"rendered":"<h2>\u7528 AI \u667a\u80fd\u4f53\u7ed9\u821e\u53f0\u5de5\u827a\u65bd\u5de5\u56fe\u5ba1\u67e5\u6392\u5de5\u671f&#xff1a;\u56db\u8f6e\u9884\u7b97\u8868 &#043; \u81ea\u52a8\u6821\u9a8c\u95f8\u95e8&#xff0c;\u8ba9 218 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429&#xff09;&#xff0c;\u6574\u6761\u6d41\u6c34\u7ebf\u5c31\u5931\u901f\u4e86\u3002<\/p>\n<p>\u628a\u8fd9\u4ef6\u4e8b\u62bd\u8c61\u6210\u53ef\u590d\u7528\u7684\u6559\u8bad&#xff0c;\u5c31\u4e09\u6761&#xff1a;\u7b2c\u4e00&#xff0c;\u89c4\u5212\u9636\u6bb5\u5c31\u8981\u6392\u671f&#xff0c;\u800c\u4e0d\u662f\u4e34\u65f6\u51b2\u523a&#xff1b;\u7b2c\u4e8c&#xff0c;\u7528\u81ea\u52a8\u5316\u6821\u9a8c\u4ee3\u66ff\u4eba\u5de5\u53e3\u5934\u62a5&#034;\u5b8c\u6210&#034;&#xff1b;\u7b2c\u4e09&#xff0c;\u628a&#034;\u5206\u6279\u7eaa\u5f8b&#034;\u4ece\u6d3e\u5355\u7eaa\u5f8b\u5347\u683c\u4e3a\u65f6\u95f4\u8282\u62cd\u5668\u3002\u540e\u9762\u5168\u7bc7\u5c31\u56f4\u7ed5\u8fd9\u4e09\u6761&#xff0c;\u7ed9\u51fa\u53ef\u590d\u5236\u7684\u5de5\u7a0b\u5316\u505a\u6cd5\u3002<\/p>\n<p>\u672c\u6587\u9762\u5411\u5f00\u53d1\u8005\u751f\u6001&#xff0c;\u6838\u5fc3\u662f&#xff1a;\u5982\u4f55\u7528\u811a\u672c\u628a&#034;\u5ba1\u56fe&#034;\u8fd9\u4ef6\u4e8b\u62c6\u6210\u56db\u8f6e\u3001\u5982\u4f55\u7528\u81ea\u52a8\u6821\u9a8c\u95f8\u95e8&#xff08;EXIT&#061;0 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\u5747\u53ef\u3002<\/p>\n<p>\u524d\u7f6e\u4f9d\u8d56\u6e05\u5355&#xff1a;<\/p>\n<ul>\n<li>Python 3.10 \u53ca\u4ee5\u4e0a<\/li>\n<li>python-docx 1.1.x&#xff08;\u7528\u4e8e\u8bfb\u53d6\u4e0e\u6821\u9a8c\u751f\u6210\u7684\u5ba1\u67e5\u610f\u89c1\u8868 docx&#xff09;<\/li>\n<li>\u4e00\u4e2a\u53ef\u8c03\u7528\u7684\u5927\u6a21\u578b\u5ba2\u6237\u7aef&#xff08;\u672c\u6587\u4ee5\u901a\u7528 AI \u667a\u80fd\u4f53\u5e73\u53f0\u6216\u517c\u5bb9 OpenAI \u534f\u8bae\u7684\u81ea\u5efa\u7f51\u5173\u4e3a\u4f8b&#xff09;<\/li>\n<li>\u4e00\u4efd\u516d\u5217\u5ba1\u67e5\u610f\u89c1\u8868\u7684 Word \u6a21\u677f<\/li>\n<\/ul>\n<p>\u5b89\u88c5\u4f9d\u8d56\u7684\u547d\u4ee4\u5982\u4e0b&#xff1a;<\/p>\n<p>python <span class=\"token parameter variable\">-m<\/span> venv .venv<br \/>\n<span class=\"token builtin class-name\">source<\/span> .venv\/bin\/activate        <span class=\"token comment\"># Windows \u7528 .venv\\\\Scripts\\\\activate<\/span><br \/>\npip <span class=\"token function\">install<\/span> python-docx requests<\/p>\n<p>\u5de5\u4f5c\u76ee\u5f55\u5efa\u8bae\u6309&#034;\u8f6e\u6b21&#034;\u5206\u6876&#xff0c;\u907f\u514d\u4ea7\u7269\u4e92\u76f8\u8986\u76d6&#xff1a;<\/p>\n<p><span class=\"token function\">mkdir<\/span> <span class=\"token parameter variable\">-p<\/span> dwg out\/round1_index out\/round2_judge out\/round3_draft state tpl<br \/>\ntree <span class=\"token parameter variable\">-L<\/span> <span class=\"token number\">2<\/span><\/p>\n<p>\u51e0\u4e2a\u4e13\u4e1a\u5b9e\u4f53\u5148\u4ea4\u4e2a\u5e95&#xff0c;\u540e\u6587\u4f1a\u53cd\u590d\u7528\u5230&#xff0c;\u8fd9\u91cc\u7ed9\u767d\u8bdd\u6ce8\u89e3&#xff1a;<\/p>\n<p>DWG \u662f AutoCAD 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\u7ea7\u4e3a\u5f71\u54cd\u65bd\u5de5\u7684\u91cd\u5927\u9879\u3001C \u7ea7\u4e3a\u4e00\u822c\u7455\u75b5\u3001D \u7ea7\u4e3a\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n<p>\u8fd9\u91cc\u8981\u5f3a\u8c03\u4e00\u4e2a\u8ba4\u77e5&#xff1a;\u5ba1\u56fe\u4e0d\u662f&#034;AI \u5199\u4e2a\u603b\u7ed3\u5c31\u5b8c\u4e8b&#034;&#xff0c;\u800c\u662f AI \u667a\u80fd\u4f53&#xff08;\u80fd\u81ea\u4e3b\u8c03\u7528\u5de5\u5177\u3001\u8bfb\u56fe\u3001\u5224\u8bfb\u3001\u6210\u7a3f\u5e76\u81ea\u6211\u6821\u9a8c\u7684\u8f6f\u4ef6\u4ee3\u7406&#xff09;\u5728\u8dd1\u4e00\u6761\u6709\u95f8\u95e8\u7684\u6d41\u6c34\u7ebf\u3002\u667a\u80fd\u4f53\u6bcf\u5b8c\u6210\u4e00\u8f6e&#xff0c;\u95f8\u95e8\u5148\u6821\u9a8c\u518d\u653e\u884c\u2014\u2014\u8fd9\u6b63\u662f\u540e\u9762\u81ea\u52a8\u6821\u9a8c\u7684\u7acb\u8db3\u70b9\u3002\u6240\u8c13&#034;\u95f8\u95e8\/\u653e\u884c&#034;\u8fd9\u5957\u8bcd&#xff0c;\u5c31\u662f\u4ece CI\/CD \u95e8\u7981\u8bed\u5883\u6765\u7684&#xff1a;\u6821\u9a8c\u4e0d\u901a\u8fc7&#xff0c;\u6d41\u6c34\u7ebf\u5361\u4f4f&#xff0c;\u7edd\u4e0d\u5141\u8bb8\u5e26\u75c5\u8fdb\u4e0b\u4e00\u8f6e\u3002<\/p>\n<h3>\u4e09\u3001\u6b65\u9aa4&#xff1a;\u62c6\u56db\u8f6e &#043; \u6392\u8f6e\u6b21\u9884\u7b97\u8868<\/h3>\n<p>\u628a&#034;\u5ba1\u56fe&#034;\u4ece\u4e00\u56e2\u6d3b&#xff0c;\u62c6\u6210\u56db\u4e2a\u53ef\u72ec\u7acb\u6821\u9a8c\u7684\u8f6e\u6b21&#xff1a;\u8bfb\u56fe\u8f6e\u3001\u5224\u8bfb\u8f6e\u3001\u6210\u7a3f\u8f6e\u3001\u7ec8\u6838\u8f6e\u3002\u6bcf\u4e00\u8f6e\u5e26\u660e\u786e\u7684\u8f93\u5165\u3001\u8f93\u51fa\u3001\u6821\u9a8c\u9879\u4e0e\u8282\u62cd\u70b9\u3002<\/p>\n<p>\u8f6e\u6b21\u9884\u7b97\u8868\u7684\u76f8\u5bf9\u6743\u91cd&#xff08;\u6ce8\u610f&#xff1a;\u8fd9\u5c5e\u4e8e\u8f6e\u6b21\u6743\u91cd\/\u76f8\u5bf9\u4f30\u7b97&#xff0c;\u4e0d\u662f\u7edd\u5bf9\u5de5\u65f6&#xff1b;AI \u5904\u7406\u65f6\u957f\u4e0d\u843d\u76d8&#xff09;\u5efa\u8bae\u8fd9\u6837\u5207&#xff1a;<\/p>\n<p>\u8bfb\u56fe\u8f6e&#xff08;\u8f6e\u6b21\u6743\u91cd\u7ea6 0.20&#xff09;<\/p>\n<ul>\n<li>\u76ee\u6807&#xff1a;\u9010\u9875\u8bfb\u53d6 DWG \u4e0e\u63d0\u8d44\u56fe&#xff0c;\u5efa\u7acb\u5168\u91cf\u56fe\u7eb8\u6e05\u5355<\/li>\n<li>\u8f93\u5165&#xff1a;.\/dwg\/ \u4e0b\u4e09\u4e2a\u4e13\u4e1a\u7684 218 \u4e2a\u6587\u4ef6<\/li>\n<li>\u4ea4\u4ed8\u7269&#xff1a;\u56fe\u7eb8\u7d22\u5f15\u8868&#xff08;CSV&#xff0c;\u542b\u56fe\u53f7\/\u4e13\u4e1a\/\u9875\u6570&#xff09;<\/li>\n<li>\u81ea\u52a8\u6821\u9a8c&#xff1a;\u7d22\u5f15\u6587\u4ef6\u5b58\u5728\u3001\u884c\u6570 &#061;&#061; \u603b\u9875\u6570&#xff08;218&#xff09;<\/li>\n<li>\u8282\u62cd\u70b9&#xff1a;\u7b2c 1 \u65e5 10:00 \u524d\u9501\u5b9a\u6e05\u5355&#xff0c;\u7981\u6b62\u540e\u7eed\u589e\u9875<\/li>\n<\/ul>\n<p>\u5224\u8bfb\u8f6e&#xff08;\u8f6e\u6b21\u6743\u91cd\u7ea6 0.35&#xff09;<\/p>\n<ul>\n<li>\u76ee\u6807&#xff1a;\u5927\u6a21\u578b\u9010\u9875\u5224\u8bfb\u95ee\u9898&#xff0c;\u4ea7\u51fa\u539f\u59cb\u5224\u8bfb\u8bb0\u5f55<\/li>\n<li>\u8f93\u5165&#xff1a;\u56fe\u7eb8\u7d22\u5f15\u8868 &#043; \u5404\u9875 DWG<\/li>\n<li>\u4ea4\u4ed8\u7269&#xff1a;\u5224\u8bfb\u539f\u59cb JSON&#xff08;\u6bcf\u9875\u4e00\u6761&#xff0c;\u542b\u95ee\u9898\u8349\u7a3f&#xff09;<\/li>\n<li>\u81ea\u52a8\u6821\u9a8c&#xff1a;JSON \u6587\u4ef6\u5b58\u5728\u3001\u952e\u6570 &#061;&#061; 218\u3001\u65e0\u7a7a\u9875<\/li>\n<li>\u8282\u62cd\u70b9&#xff1a;\u7b2c 1 \u65e5 14:00 \u524d\u5b8c\u6210\u673a\u68b0 99 \u9875&#xff1b;\u7b2c 1 \u65e5 18:00 \u524d\u5b8c\u6210\u706f\u5149 66 &#043; \u97f3\u54cd 53<\/li>\n<\/ul>\n<p>\u6210\u7a3f\u8f6e&#xff08;\u8f6e\u6b21\u6743\u91cd\u7ea6 0.30&#xff09;<\/p>\n<ul>\n<li>\u76ee\u6807&#xff1a;\u628a\u5224\u8bfb\u8bb0\u5f55\u843d\u6210\u516d\u5217\u5ba1\u67e5\u610f\u89c1\u8868&#xff08;Word&#xff09;<\/li>\n<li>\u8f93\u5165&#xff1a;\u5224\u8bfb\u539f\u59cb JSON &#043; \u516d\u5217\u6a21\u677f<\/li>\n<li>\u4ea4\u4ed8\u7269&#xff1a;\u5ba1\u67e5\u610f\u89c1\u8868_\u7ec8\u6838.docx&#xff08;\u6bcf\u5f20\u8868\u516d\u5217\u3001\u5e26\u8868\u7ebf&#xff09;<\/li>\n<li>\u81ea\u52a8\u6821\u9a8c&#xff1a;\u6587\u4ef6\u5b58\u5728 &#043; \u516d\u5217 &#043; \u8868\u7ebf\u6e32\u67d3\u95f8\u95e8 EXIT&#061;0<\/li>\n<li>\u8282\u62cd\u70b9&#xff1a;\u7b2c 2 \u65e5 11:00 \u524d\u6210\u7a3f&#xff0c;\u8fdb\u5165\u7ec8\u6838<\/li>\n<\/ul>\n<p>\u7ec8\u6838\u8f6e&#xff08;\u8f6e\u6b21\u6743\u91cd\u7ea6 0.15&#xff09;<\/p>\n<ul>\n<li>\u76ee\u6807&#xff1a;\u81ea\u52a8\u6821\u9a8c\u95f8\u95e8\u5168\u91cf\u8dd1\u901a&#xff0c;\u4eba\u5de5\u62bd\u68c0 A\/B \u7ea7<\/li>\n<li>\u8f93\u5165&#xff1a;\u5ba1\u67e5\u610f\u89c1\u8868_\u7ec8\u6838.docx<\/li>\n<li>\u4ea4\u4ed8\u7269&#xff1a;\u6821\u9a8c\u62a5\u544a&#xff08;EXIT&#061;0 \u6e05\u5355&#xff09;<\/li>\n<li>\u81ea\u52a8\u6821\u9a8c&#xff1a;\u95f8\u95e8 EXIT&#061;0&#xff1b;A\/B \u7ea7 100% \u4eba\u5de5\u62bd\u68c0<\/li>\n<li>\u8282\u62cd\u70b9&#xff1a;\u7b2c 2 \u65e5 15:00 \u524d\u95f8\u95e8\u653e\u884c&#xff0c;\u4ea4\u4ed8<\/li>\n<\/ul>\n<p>\u628a\u8fd9\u5f20\u8f6e\u6b21\u9884\u7b97\u8868\u9489\u5728\u89c4\u5212\u9636\u6bb5&#xff0c;\u672c\u8d28\u662f\u628a&#034;\u5206\u6279\u7eaa\u5f8b&#034;\u4ece\u4e00\u6b21\u6027\u786c\u51b2&#xff0c;\u5347\u683c\u4e3a\u65f6\u95f4\u8282\u62cd\u5668&#xff1a;\u6bcf\u4e00\u8f6e\u6709\u81ea\u5df1\u7684\u622a\u6b62\u70b9\u548c\u653e\u884c\u6761\u4ef6&#xff0c;\u54ea\u4e00\u8f6e\u5361\u4f4f&#xff0c;\u5f71\u54cd\u8303\u56f4\u88ab\u9650\u5236\u5728\u5f53\u8f6e&#xff0c;\u4e0d\u4f1a\u50cf\u5355\u65e5\u51b2\u523a\u90a3\u6837\u4e00\u649e\u5168\u5d29\u3002<\/p>\n<p>\u5177\u4f53\u5230 218 \u9875\u7684\u5206\u6279 checkpoint&#xff0c;\u5efa\u8bae\u6309\u4e13\u4e1a\u5148\u5207\u4e09\u5757&#xff0c;\u518d\u5404\u81ea\u5207\u7247&#xff0c;\u907f\u514d\u77ac\u65f6\u5e76\u53d1\u649e 429&#xff1a;<\/p>\n<p>\u673a\u68b0 99 \u9875&#xff5c;\u5207 3 \u6279&#xff1a;33&#043;33&#043;33&#xff5c;\u6279\u6b21\u622a\u6b62 \u7b2c1\u65e5 11:00 \/ 12:30 \/ 14:00<\/p>\n<p>\u706f\u5149 66 \u9875&#xff5c;\u5207 2 \u6279&#xff1a;33&#043;33&#xff5c;\u6279\u6b21\u622a\u6b62 \u7b2c1\u65e5 15:30 \/ 17:00<\/p>\n<p>\u97f3\u54cd 53 \u9875&#xff5c;\u5207 2 \u6279&#xff1a;27&#043;26&#xff5c;\u6279\u6b21\u622a\u6b62 \u7b2c1\u65e5 17:30 \/ 18:00<\/p>\n<p>\u8fd9\u6837\u7684\u5206\u6279 checkpoint \u8ba9\u6bcf\u4e00\u6279\u90fd\u6709\u72ec\u7acb\u6536\u53e3\u65f6\u95f4&#xff0c;\u4efb\u4f55\u4e00\u6279\u56e0\u9650\u6d41\u540e\u79fb&#xff0c;\u90fd\u4e0d\u4f1a\u628a\u6574\u4e2a\u5224\u8bfb\u8f6e\u62d6\u6b7b\u3002<\/p>\n<h3>\u56db\u3001\u4ee3\u7801\/\u547d\u4ee4&#xff1a;\u56db\u8f6e\u811a\u672c\u4e0e\u81ea\u52a8\u6821\u9a8c\u95f8\u95e8<\/h3>\n<p>\u4e0b\u9762\u7ed9\u51fa\u53ef\u76f4\u63a5\u843d\u5730\u7684\u547d\u4ee4\u4e0e\u811a\u672c\u3002\u5148\u662f\u4e00\u7ec4\u56db\u8f6e\u7f16\u6392\u547d\u4ee4&#xff0c;\u6bcf\u4e2a\u8f6e\u6b21\u652f\u6301 &#8211;resume \u65ad\u70b9\u7eed\u8dd1&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u8bfb\u56fe\u8f6e&#xff1a;\u5efa\u7acb\u56fe\u7eb8\u6e05\u5355<\/span><br \/>\npython review_runner.py <span class=\"token parameter variable\">&#8211;round<\/span> <span class=\"token builtin class-name\">read<\/span> <span class=\"token punctuation\">\\\\<\/span><br \/>\n    <span class=\"token parameter variable\">&#8211;input<\/span> .\/dwg\/ <span class=\"token parameter variable\">&#8211;output<\/span> .\/out\/round1_index\/dwg_index.csv<\/p>\n<p><span class=\"token comment\"># \u5224\u8bfb\u8f6e&#xff1a;\u5927\u6a21\u578b\u5224\u8bfb&#xff08;\u65ad\u70b9\u7eed\u8dd1&#xff0c;\u649e 429 \u540e\u4ece state \u7eed\u8dd1&#xff09;<\/span><br \/>\npython review_runner.py <span class=\"token parameter variable\">&#8211;round<\/span> judge <span class=\"token punctuation\">\\\\<\/span><br \/>\n    <span class=\"token parameter variable\">&#8211;resume<\/span> .\/state\/judge.state <span class=\"token punctuation\">\\\\<\/span><br \/>\n    <span class=\"token parameter variable\">&#8211;input<\/span> .\/out\/round1_index\/dwg_index.csv<\/p>\n<p><span class=\"token comment\"># \u6210\u7a3f\u8f6e&#xff1a;\u751f\u6210\u516d\u5217\u5ba1\u67e5\u610f\u89c1\u8868&#xff08;Word&#xff09;<\/span><br \/>\npython review_runner.py <span class=\"token parameter variable\">&#8211;round<\/span> draft <span class=\"token punctuation\">\\\\<\/span><br \/>\n    <span class=\"token parameter variable\">&#8211;resume<\/span> .\/state\/draft.state <span class=\"token punctuation\">\\\\<\/span><br \/>\n    <span class=\"token parameter variable\">&#8211;template<\/span> .\/tpl\/six_col.docx<\/p>\n<p><span class=\"token comment\"># \u7ec8\u6838\u8f6e&#xff1a;\u81ea\u52a8\u6821\u9a8c\u95f8\u95e8<\/span><br \/>\npython verify_gate.py .\/out\/round3_draft\/\u5ba1\u67e5\u610f\u89c1\u8868_\u7ec8\u6838.docx<br \/>\n<span class=\"token builtin class-name\">echo<\/span> <span class=\"token string\">&#034;EXIT&#061;<span class=\"token variable\">$?<\/span>&#034;<\/span><\/p>\n<p>\u6838\u5fc3\u662f\u5927\u6a21\u578b\u8c03\u7528\u7684\u9000\u907f\u4e0e\u7eed\u8dd1\u3002\u5224\u8bfb\u8f6e\u4e00\u6b21\u6027\u628a 218 \u9875\u5168\u91cf\u63d0\u4ea4&#xff0c;\u6700\u5bb9\u6613\u89e6\u53d1 429&#xff0c;\u6240\u4ee5\u8981\u7528\u6307\u6570\u9000\u907f\u52a0\u65ad\u70b9\u7eed\u8dd1&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> time<br \/>\n<span class=\"token keyword\">import<\/span> json<br \/>\n<span class=\"token keyword\">import<\/span> requests<br \/>\n<span class=\"token keyword\">from<\/span> pathlib <span class=\"token keyword\">import<\/span> Path<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">call_model_with_backoff<\/span><span class=\"token punctuation\">(<\/span>client<span class=\"token punctuation\">,<\/span> prompt<span class=\"token punctuation\">,<\/span> max_retry<span class=\"token operator\">&#061;<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">,<\/span> base_wait<span class=\"token operator\">&#061;<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u6a21\u578b\u9650\u6d41 429 \u4e0b\u7684\u6307\u6570\u9000\u907f&#xff1b;\u8017\u5c3d\u540e\u629b\u9519\u7531\u5916\u5c42 &#8211;resume \u7eed\u8dd1\u3002&#034;&#034;&#034;<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> attempt <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">range<\/span><span class=\"token punctuation\">(<\/span>max_retry<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> client<span class=\"token punctuation\">.<\/span>complete<span class=\"token punctuation\">(<\/span>prompt<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">except<\/span> requests<span class=\"token punctuation\">.<\/span>exceptions<span class=\"token punctuation\">.<\/span>HTTPError <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token builtin\">getattr<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">.<\/span>response<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;status_code&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token number\">429<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                wait <span class=\"token operator\">&#061;<\/span> base_wait <span class=\"token operator\">*<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token number\">2<\/span> <span class=\"token operator\">**<\/span> attempt<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[429] \u89e6\u53d1\u6a21\u578b\u9650\u6d41&#xff0c;\u7b2c <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>attempt<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u6b21\u9000\u907f <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>wait<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">s&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n                time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span>wait<span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">continue<\/span><br \/>\n            <span class=\"token keyword\">raise<\/span><br \/>\n    <span class=\"token keyword\">raise<\/span> RuntimeError<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u6a21\u578b\u9650\u6d41\u6301\u7eed&#xff0c;\u9700 &#8211;resume \u7eed\u8dd1\u6216\u4eba\u5de5\u4ecb\u5165&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">save_state<\/span><span class=\"token punctuation\">(<\/span>state_path<span class=\"token punctuation\">:<\/span> Path<span class=\"token punctuation\">,<\/span> done<span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    state_path<span class=\"token punctuation\">.<\/span>write_text<span class=\"token punctuation\">(<\/span>json<span class=\"token punctuation\">.<\/span>dumps<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;done&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token builtin\">sorted<\/span><span class=\"token punctuation\">(<\/span>done<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span> ensure_ascii<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">load_state<\/span><span class=\"token punctuation\">(<\/span>state_path<span class=\"token punctuation\">:<\/span> Path<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> state_path<span class=\"token punctuation\">.<\/span>exists<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span>json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>state_path<span class=\"token punctuation\">.<\/span>read_text<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;done&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token builtin\">set<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u7136\u540e\u662f\u672c\u6587\u7684\u538b\u8231\u77f3\u2014\u2014\u8868\u7ebf\u6e32\u67d3\u95f8\u95e8&#xff08;EXIT&#061;0 \u5224\u901a\u8fc7&#xff09;\u3002\u5b83\u505a\u4e09\u4ef6\u4e8b&#xff1a;\u6587\u4ef6\u5b58\u5728\u3001\u516d\u5217\u5ba1\u67e5\u610f\u89c1\u8868\u5217\u6570\u6b63\u786e\u3001\u8868\u7ebf&#xff08;\u8fb9\u6846&#xff09;\u771f\u5b9e\u6e32\u67d3\u3002\u4efb\u4f55\u4e00\u9879\u4e0d\u8fc7&#xff0c;exit code \u975e 0&#xff0c;\u95f8\u95e8\u4e0d\u653e\u884c\u4e0b\u4e00\u8f6e&#xff1a;<\/p>\n<p><span class=\"token comment\"># verify_gate.py &#8211; \u5ba1\u67e5\u610f\u89c1\u8868\u81ea\u52a8\u6821\u9a8c\u95f8\u95e8<\/span><br \/>\n<span class=\"token keyword\">import<\/span> sys<br \/>\n<span class=\"token keyword\">from<\/span> pathlib <span class=\"token keyword\">import<\/span> Path<br \/>\n<span class=\"token keyword\">from<\/span> docx <span class=\"token keyword\">import<\/span> Document<br \/>\n<span class=\"token keyword\">from<\/span> docx<span class=\"token punctuation\">.<\/span>oxml<span class=\"token punctuation\">.<\/span>ns <span class=\"token keyword\">import<\/span> qn<\/p>\n<p>EXPECTED_COLS <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">6<\/span>  <span class=\"token comment\"># \u516d\u5217\u5ba1\u67e5\u610f\u89c1\u8868&#xff1a;\u56fe\u7eb8\u7f16\u53f7\/\u4e13\u4e1a\/\u95ee\u9898\u4f4d\u7f6e\/\u95ee\u9898\u7c7b\u522b\/\u7b49\u7ea7\/\u5904\u7406\u610f\u89c1<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_file_exists<\/span><span class=\"token punctuation\">(<\/span>path<span class=\"token punctuation\">:<\/span> Path<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    ok <span class=\"token operator\">&#061;<\/span> path<span class=\"token punctuation\">.<\/span>exists<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">and<\/span> path<span class=\"token punctuation\">.<\/span>stat<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>st_size <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">0<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;PASS&#039;<\/span> <span class=\"token keyword\">if<\/span> ok <span class=\"token keyword\">else<\/span> <span class=\"token string\">&#039;FAIL&#039;<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">] \u6587\u4ef6\u5b58\u5728\u4e14\u975e\u7a7a: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>path<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> ok<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_six_cols<\/span><span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    ok <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> ti<span class=\"token punctuation\">,<\/span> table <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">.<\/span>tables<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        cols <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span>table<span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> cols <span class=\"token operator\">!&#061;<\/span> EXPECTED_COLS<span class=\"token punctuation\">:<\/span><br \/>\n            ok <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[FAIL] \u8868 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ti<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u5217\u6570&#061;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>cols<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u671f\u671b&#061;<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>EXPECTED_COLS<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">else<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            hdr <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span>c<span class=\"token punctuation\">.<\/span>text<span class=\"token punctuation\">.<\/span>strip<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> c <span class=\"token keyword\">in<\/span> table<span class=\"token punctuation\">.<\/span>rows<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>cells<span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[INFO] \u8868 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ti<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u8868\u5934: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>hdr<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> ok<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_table_lines<\/span><span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">bool<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token triple-quoted-string string\">&#034;&#034;&#034;\u8868\u7ebf\u6e32\u67d3\u95f8\u95e8&#xff1a;\u68c0\u67e5\u6bcf\u5f20\u8868\u662f\u5426\u771f\u5b9e\u5e26\u8fb9\u6846&#xff08;\u675c\u7edd\u65e0\u8fb9\u6846\u5e7d\u7075\u8868&#xff09;\u3002&#034;&#034;&#034;<\/span><br \/>\n    ok <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> ti<span class=\"token punctuation\">,<\/span> table <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">.<\/span>tables<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        tbl_pr <span class=\"token operator\">&#061;<\/span> table<span class=\"token punctuation\">.<\/span>_tbl<span class=\"token punctuation\">.<\/span>tblPr<br \/>\n        borders <span class=\"token operator\">&#061;<\/span> tbl_pr<span class=\"token punctuation\">.<\/span>find<span class=\"token punctuation\">(<\/span>qn<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;w:tblBorders&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        has_line <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> borders <span class=\"token keyword\">is<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token boolean\">None<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> edge <span class=\"token keyword\">in<\/span> borders<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> edge<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span>qn<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;w:val&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token boolean\">None<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;none&#034;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    has_line <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">True<\/span><br \/>\n                    <span class=\"token keyword\">break<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> has_line<span class=\"token punctuation\">:<\/span><br \/>\n            ok <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">False<\/span><br \/>\n            <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;[FAIL] \u8868 <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>ti<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\"> \u8868\u7ebf\u672a\u6e32\u67d3&#xff08;\u5e7d\u7075\u8868&#xff09;&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> ok<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">&#8211;<\/span><span class=\"token operator\">&gt;<\/span> <span class=\"token builtin\">int<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    target <span class=\"token operator\">&#061;<\/span> Path<span class=\"token punctuation\">(<\/span>sys<span class=\"token punctuation\">.<\/span>argv<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> check_file_exists<span class=\"token punctuation\">(<\/span>target<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token number\">2<\/span><br \/>\n    doc <span class=\"token operator\">&#061;<\/span> Document<span class=\"token punctuation\">(<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>target<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> check_six_cols<span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token number\">3<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> check_table_lines<span class=\"token punctuation\">(<\/span>doc<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> <span class=\"token number\">4<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;[PASS] \u8868\u7ebf\u6e32\u67d3\u95f8\u95e8 EXIT&#061;0&#xff0c;\u653e\u884c\u4e0b\u4e00\u8f6e&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token number\">0<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    sys<span class=\"token punctuation\">.<\/span>exit<span class=\"token punctuation\">(<\/span>main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u8dd1\u901a\u540e\u4f60\u4f1a\u770b\u5230&#xff1a;<\/p>\n<p>$ python verify_gate.py .\/out\/round3_draft\/\u5ba1\u67e5\u610f\u89c1\u8868_\u7ec8\u6838.docx<br \/>\n<span class=\"token punctuation\">[<\/span>PASS<span class=\"token punctuation\">]<\/span> \u6587\u4ef6\u5b58\u5728\u4e14\u975e\u7a7a: .\/out\/round3_draft\/\u5ba1\u67e5\u610f\u89c1\u8868_\u7ec8\u6838.docx<br \/>\n<span class=\"token punctuation\">[<\/span>INFO<span class=\"token punctuation\">]<\/span> \u8868 <span class=\"token number\">0<\/span> \u8868\u5934: <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u56fe\u7eb8\u7f16\u53f7&#039;<\/span>, <span class=\"token string\">&#039;\u4e13\u4e1a&#039;<\/span>, <span class=\"token string\">&#039;\u95ee\u9898\u4f4d\u7f6e&#039;<\/span>, <span class=\"token string\">&#039;\u95ee\u9898\u7c7b\u522b&#039;<\/span>, <span class=\"token string\">&#039;\u7b49\u7ea7&#039;<\/span>, <span class=\"token string\">&#039;\u5904\u7406\u610f\u89c1&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n<span class=\"token punctuation\">[<\/span>PASS<span class=\"token punctuation\">]<\/span> \u8868\u7ebf\u6e32\u67d3\u95f8\u95e8 <span class=\"token assign-left variable\">EXIT<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span>&#xff0c;\u653e\u884c\u4e0b\u4e00\u8f6e<br \/>\n<span class=\"token assign-left variable\">EXIT<\/span><span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><\/p>\n<p>EXIT&#061;0 \u662f\u95f8\u95e8\u653e\u884c\u7684\u552f\u4e00\u5224\u636e\u3002\u628a\u8fd9\u4e00\u6b65\u63a5\u5728\u6d41\u6c34\u7ebf\u95e8\u7981\u4e0a&#xff0c;\u6821\u9a8c\u4e0d\u901a\u8fc7\u5c31\u5361\u4f4f&#xff0c;\u7edd\u4e0d\u5141\u8bb8\u5e26\u75c5\u8fdb\u4e0b\u4e00\u8f6e\u3002<\/p>\n<p>\u6700\u540e\u8865\u4e00\u4e2a review_runner.py \u7684\u9aa8\u67b6&#xff0c;\u628a\u56db\u8f6e\u548c\u5206\u6279 checkpoint \u4e32\u8d77\u6765&#xff0c;\u5173\u952e\u5728\u5224\u8bfb\u8f6e\u6309\u9875\u5207\u7247\u3001\u649e 429 \u7eed\u8dd1&#xff1a;<\/p>\n<p><span class=\"token comment\"># review_runner.py &#8211; \u56db\u8f6e\u7f16\u6392\u9aa8\u67b6&#xff08;\u8282\u9009&#xff09;<\/span><br \/>\n<span class=\"token keyword\">import<\/span> argparse<br \/>\n<span class=\"token keyword\">from<\/span> pathlib <span class=\"token keyword\">import<\/span> Path<\/p>\n<p>BATCH_PLAN <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;\u673a\u68b0&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">33<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">33<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">33<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>   <span class=\"token comment\"># 99 \u9875\u5207 3 \u6279<\/span><br \/>\n    <span class=\"token string\">&#034;\u706f\u5149&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">33<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">33<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>       <span class=\"token comment\"># 66 \u9875\u5207 2 \u6279<\/span><br \/>\n    <span class=\"token string\">&#034;\u97f3\u54cd&#034;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token number\">27<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token number\">26<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span>       <span class=\"token comment\"># 53 \u9875\u5207 2 \u6279<\/span><br \/>\n<span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">run_judge<\/span><span class=\"token punctuation\">(<\/span>resume<span class=\"token punctuation\">:<\/span> Path<span class=\"token punctuation\">,<\/span> index_csv<span class=\"token punctuation\">:<\/span> Path<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    done <span class=\"token operator\">&#061;<\/span> load_state<span class=\"token punctuation\">(<\/span>resume<span class=\"token punctuation\">)<\/span><br \/>\n    pages <span class=\"token operator\">&#061;<\/span> read_pages<span class=\"token punctuation\">(<\/span>index_csv<span class=\"token punctuation\">)<\/span>          <span class=\"token comment\"># \u8bfb\u56fe\u7eb8\u7d22\u5f15\u8868<\/span><br \/>\n    <span class=\"token keyword\">for<\/span> major<span class=\"token punctuation\">,<\/span> sizes <span class=\"token keyword\">in<\/span> BATCH_PLAN<span class=\"token punctuation\">.<\/span>items<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> size <span class=\"token keyword\">in<\/span> sizes<span class=\"token punctuation\">:<\/span><br \/>\n            batch <span class=\"token operator\">&#061;<\/span> take_batch<span class=\"token punctuation\">(<\/span>pages<span class=\"token punctuation\">,<\/span> major<span class=\"token punctuation\">,<\/span> size<span class=\"token punctuation\">,<\/span> done<span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> batch<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">continue<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> page <span class=\"token keyword\">in<\/span> batch<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                    result <span class=\"token operator\">&#061;<\/span> call_model_with_backoff<span class=\"token punctuation\">(<\/span>client<span class=\"token punctuation\">,<\/span> page<span class=\"token punctuation\">.<\/span>prompt<span class=\"token punctuation\">)<\/span><br \/>\n                    write_judge_json<span class=\"token punctuation\">(<\/span>page<span class=\"token punctuation\">,<\/span> result<span class=\"token punctuation\">)<\/span><br \/>\n                    done<span class=\"token punctuation\">.<\/span>add<span class=\"token punctuation\">(<\/span>page<span class=\"token punctuation\">.<\/span><span class=\"token builtin\">id<\/span><span class=\"token punctuation\">)<\/span><br \/>\n                <span class=\"token keyword\">except<\/span> RuntimeError<span class=\"token punctuation\">:<\/span><br \/>\n                    save_state<span class=\"token punctuation\">(<\/span>resume<span class=\"token punctuation\">,<\/span> done<span class=\"token punctuation\">)<\/span>   <span class=\"token comment\"># \u649e 429 \u515c\u5e95&#xff0c;&#8211;resume \u7eed\u8dd1<\/span><br \/>\n                    <span class=\"token keyword\">raise<\/span><br \/>\n    save_state<span class=\"token punctuation\">(<\/span>resume<span class=\"token punctuation\">,<\/span> done<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token 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\/>\n\u821e\u53f0\u5de5\u827a\u5de5\u7a0b&#xff08;\u4e3a\u6f14\u51fa\u573a\u9986\u505a\u673a\u68b0\u3001\u706f\u5149\u3001\u97f3\u54cd\u7b49\u4e13\u9879\u5de5\u827a\u8bbe\u8ba1\u4e0e\u843d\u5730\u7684\u5de5\u7a0b\u95e8\u7c7b&#xff09;\u7684\u65bd\u5de5\u56fe\u5ba1\u67e5&#xff0c;\u5929\u7136\u662f\\&#8221;\u591a\u4e13\u4e1a\u3001\u5927\u9875\u91cf\u3001\u5f3a\u4ea4\u4ed8\\&#8221;\u7684\u6d3b\u3002\u67d0\u57ce\u5e02\u4ea4\u54cd\u97f3\u4e50\u5385\u9879\u76ee\u91cc&#xff0c;\u673a\u68b0\u3001\u706f\u5149\u3001\u97f3\u54cd\u4e09\u4e2a\u4e13\u4e1a\u5408\u8d77\u6765\u4e00\u5171 218 \u9875&#xff08;\u673a\u68b0 99 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