{"id":51054,"date":"2025-08-10T16:44:49","date_gmt":"2025-08-10T08:44:49","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/51054.html"},"modified":"2025-08-10T16:44:49","modified_gmt":"2025-08-10T08:44:49","slug":"%e7%94%a8-ai-%e8%bf%9b%e8%a1%8c%e5%a4%9a%e6%a0%bc%e5%bc%8f%e8%bd%ac%e6%8d%a2%e6%8b%af%e6%95%91%e6%95%b0%e6%8d%ae%e6%90%ac%e8%bf%90%ef%bc%9a%e8%ae%a2%e5%8d%95%e6%95%b0%e6%8d%ae","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/51054.html","title":{"rendered":"\u7528 AI \u8fdb\u884c\u201c\u591a\u683c\u5f0f\u8f6c\u6362\u201d\u62ef\u6551\u6570\u636e\u642c\u8fd0\uff1a\u8ba2\u5355\u6570\u636e\u5904\u7406\u5b9e\u6218"},"content":{"rendered":"<h2>\u7528 AI \u8fdb\u884c\u201c\u591a\u683c\u5f0f\u8f6c\u6362\u201d\u62ef\u6551\u6570\u636e\u642c\u8fd0&#xff1a;\u8ba2\u5355\u6570\u636e\u5904\u7406\u5b9e\u6218 \u53c2\u4e0e\u201c\u5fae\u751f\u4ea7\u529b\u9769\u547d\u201d<\/h2>\n<p>\u5728\u6570\u636e\u8fd0\u8425\u548c\u6570\u636e\u5e93\u7ba1\u7406\u5de5\u4f5c\u4e2d&#xff0c;\u6211\u4eec\u7ecf\u5e38\u4f1a\u63a5\u89e6\u5230\u8ba2\u5355\u6570\u636e\u3002 \u8fd9\u4e9b\u6570\u636e\u53ef\u80fd\u4ee5 JSON \u683c\u5f0f\u4ece API \u5bfc\u51fa&#xff0c;\u9700\u8981\u8f6c\u6362\u6210 Excel \u5206\u6790\u62a5\u8868&#xff0c;\u6216\u8005\u751f\u6210 SQL \u63d2\u5165\u8bed\u53e5\u5199\u5165\u6570\u636e\u5e93\u3002<\/p>\n<p>\u5982\u679c\u7528\u4f20\u7edf\u65b9\u6cd5&#xff0c;\u8981\u4e48\u5199 Python \u811a\u672c&#xff0c;\u8981\u4e48\u7528 Excel &#043; \u6b63\u5219\u53bb\u5904\u7406&#xff0c;\u65e2\u8017\u65f6\u53c8\u5bb9\u6613\u51fa\u9519\u3002 \u800c\u73b0\u5728&#xff0c;\u6709\u4e86 AI \u5927\u8bed\u8a00\u6a21\u578b&#xff08;\u5982 \u8c46\u5305 &#xff0c;deepseek&#xff09;&#xff0c;\u51e0\u5206\u949f\u5c31\u80fd\u5b8c\u6210\u3002<\/p>\n<hr \/>\n<h4>\u6587\u7ae0\u76ee\u5f55<\/h4>\n<ul>\n<li>\u7528 AI \u8fdb\u884c\u201c\u591a\u683c\u5f0f\u8f6c\u6362\u201d\u62ef\u6551\u6570\u636e\u642c\u8fd0&#xff1a;\u8ba2\u5355\u6570\u636e\u5904\u7406\u5b9e\u6218 \u53c2\u4e0e\u201c\u5fae\u751f\u4ea7\u529b\u9769\u547d\u201d<\/li>\n<li>\n<ul>\n<li>\u573a\u666f&#xff1a;\u8ba2\u5355 JSON \u8f6c Excel \u62a5\u8868\u7ed9 \u8fd0\u8425 &#xff0c;\u6253\u9020\u7528\u4e2a\u5b9e\u7528\u7684\u7f51\u7ad9&#xff0c;\u5bfc\u51fa excel<\/li>\n<li>Prompt \u793a\u4f8b<\/li>\n<li>AI \u8f93\u51fa<\/li>\n<li>\u7ed3\u679c<\/li>\n<li>\n<ul>\n<li>1. \u89e3\u6790 JSON \u6570\u636e<\/li>\n<li>2. \u6570\u636e\u6241\u5e73\u5316&#xff08;Flatten Data&#xff09;<\/li>\n<li>3. \u6784\u5efa DataFrame&#xff08;\u4f7f\u7528 Pandas&#xff09;<\/li>\n<li>4. \u5bfc\u51fa Excel \u6587\u4ef6<\/li>\n<\/ul>\n<\/li>\n<li>\u6253\u9020\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7ad9<\/li>\n<li>\n<ul>\n<li>\u7ed9\u5230\u63d0\u793a\u8bcd<\/li>\n<li>\u4ea4\u7ed9 trae cn \u81ea\u52a8\u751f\u6210<\/li>\n<li>\u5c55\u793a\u90e8\u5206\u4ee3\u7801 app.py<\/li>\n<li>\u5c55\u793a\u90e8\u5206\u4ee3\u7801 index.html<\/li>\n<li>\u5982\u679c\u51fa\u73b0\u4e0d\u517c\u5bb9\u7684\u60c5\u51b5<\/li>\n<li>\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u6700\u540ereadme.md JSON\u8ba2\u5355\u6570\u636e\u5904\u7406<\/li>\n<li>\n<ul>\n<li>\u9879\u76ee\u6982\u8ff0<\/li>\n<li>\u529f\u80fd\u7279\u70b9<\/li>\n<li>\u6280\u672f\u6808<\/li>\n<li>\u9879\u76ee\u7ed3\u6784<\/li>\n<li>\u5b89\u88c5\u6b65\u9aa4<\/li>\n<li>\u4f7f\u7528\u65b9\u6cd5<\/li>\n<li>\u793a\u4f8b\u6570\u636e<\/li>\n<li>\u6ce8\u610f\u4e8b\u9879<\/li>\n<li>\u5e38\u89c1\u95ee\u9898<\/li>\n<\/ul>\n<\/li>\n<li>\u4ef7\u503c\u603b\u7ed3<\/li>\n<\/ul>\n<hr \/>\n<h3>\u573a\u666f&#xff1a;\u8ba2\u5355 JSON \u8f6c Excel \u62a5\u8868\u7ed9 \u8fd0\u8425 &#xff0c;\u6253\u9020\u7528\u4e2a\u5b9e\u7528\u7684\u7f51\u7ad9&#xff0c;\u5bfc\u51fa excel<\/h3>\n<p>\u4f20\u7edf\u505a\u6cd5&#xff1f; \u5199 Python \u811a\u672c\u3001\u7528 Excel&#043;\u6b63\u5219\u5904\u7406&#xff0c;\u751a\u81f3\u624b\u52a8\u590d\u5236\u7c98\u8d34\u3002 \u2014\u2014 \u8fd9\u4e9b\u65b9\u6cd5\u4e0d\u4ec5\u8017\u65f6&#xff0c;\u800c\u4e14\u6781\u5bb9\u6613\u51fa\u9519\u3002<\/p>\n<p>\u73b0\u5728\u7684\u505a\u6cd5&#xff1f; \u501f\u52a9 AI \u5927\u8bed\u8a00\u6a21\u578b&#xff08;\u5982 \u8c46\u5305\u3001DeepSeek&#xff0c;trae &#xff09;&#xff0c;\u51e0\u5206\u949f\u5c31\u80fd\u5b8c\u6210\u4ece\u201cJSON \u2192 Excel\u201d\u4e43\u81f3\u201c\u81ea\u52a8\u5316\u7f51\u7ad9\u5904\u7406\u548c\u7f16\u5199\u4ee3\u7801 \u201d\u7684\u5168\u6d41\u7a0b\u3002<\/p>\n<p>\u5047\u8bbe\u6211\u4eec\u6709\u8fd9\u6837\u4e00\u4efd\u8ba2\u5355 JSON \u6570\u636e&#xff08;\u90e8\u5206\u5c55\u793a&#xff09;&#xff1a;<\/p>\n<p><span class=\"token punctuation\">[<\/span><br \/>\n  <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;SO20250809001&#034;<\/span>,<br \/>\n    <span class=\"token string\">&#034;customer&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;\u5f20\u4e09&#034;<\/span>, <span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;13800000001&#034;<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n    <span class=\"token string\">&#034;items&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;iPhone 15 Pro&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">8999<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;AirPods Pro 2&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1899<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span>,<br \/>\n    <span class=\"token string\">&#034;total&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">10898<\/span>,<br \/>\n    <span class=\"token string\">&#034;order_date&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;2025-08-08&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span>,<br \/>\n  <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;SO20250809002&#034;<\/span>,<br \/>\n    <span class=\"token string\">&#034;customer&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;\u674e\u56db&#034;<\/span>, <span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;13800000002&#034;<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n    <span class=\"token string\">&#034;items&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;MacBook Air M3&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">9999<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span>,<br \/>\n    <span class=\"token string\">&#034;total&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">9999<\/span>,<br \/>\n    <span class=\"token string\">&#034;order_date&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;2025-08-08&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<h3>Prompt \u793a\u4f8b<\/h3>\n<p>\u8bf7\u5c06\u4ee5\u4e0b\u8ba2\u5355 <span class=\"token constant\">JSON<\/span> \u8f6c\u6362\u4e3a Excel \u8868\u683c\u683c\u5f0f&#xff0c;\u5217\u987a\u5e8f\u4e3a&#xff1a;<br \/>\n\u8ba2\u5355\u53f7\u3001\u5ba2\u6237\u59d3\u540d\u3001\u624b\u673a\u53f7\u3001\u5546\u54c1\u540d\u79f0\u3001\u5355\u4ef7\u3001\u6570\u91cf\u3001\u8ba2\u5355\u603b\u91d1\u989d\u3001\u4e0b\u5355\u65e5\u671f\u3002<br \/>\n\u5982\u679c\u4e00\u7b14\u8ba2\u5355\u5305\u542b\u591a\u4e2a\u5546\u54c1&#xff0c;\u8bf7\u5728 Excel \u4e2d\u62c6\u6210\u591a\u884c\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084440-68985bf85f4c1.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>AI \u8f93\u51fa<\/h3>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084441-68985bf9757bb.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h3>\u7ed3\u679c<\/h3>\n<p>\u7136\u540e\u9009\u62e9\u590d\u5236 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084442-68985bfaac451.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<p>\u4ed6\u662f\u6267\u884c\u6b65\u9aa4\u5982\u4e0b<\/p>\n<h4>1. \u89e3\u6790 JSON \u6570\u636e<\/h4>\n<p>\u8bfb\u53d6 JSON \u6570\u636e&#xff0c;\u5c06\u5176\u8f6c\u6362\u4e3a Python \u53ef\u64cd\u4f5c\u7684\u5bf9\u8c61&#xff08;\u5982 list \u6216 dict&#xff09;\u3002 \u68c0\u67e5 JSON \u7ed3\u6784&#xff0c;\u786e\u4fdd order_id\u3001customer\u3001items\u3001total\u3001order_date \u7b49\u5b57\u6bb5\u6b63\u786e\u3002<\/p>\n<h4>2. \u6570\u636e\u6241\u5e73\u5316&#xff08;Flatten Data&#xff09;<\/h4>\n<p>\u7531\u4e8e\u4e00\u4e2a\u8ba2\u5355\u53ef\u80fd\u5305\u542b\u591a\u4e2a\u5546\u54c1&#xff08;items \u6570\u7ec4&#xff09;&#xff0c;\u9700\u8981\u62c6\u5206\u6210\u591a\u884c&#xff1a; \u904d\u5386\u6bcf\u4e2a\u8ba2\u5355&#xff08;order&#xff09;\u3002 \u5bf9\u4e8e\u6bcf\u4e2a\u8ba2\u5355&#xff0c;\u904d\u5386\u5176 items \u5217\u8868&#xff0c;\u4e3a\u6bcf\u4e2a\u5546\u54c1\u521b\u5efa\u4e00\u884c\u8bb0\u5f55\u3002 \u6bcf\u884c\u8bb0\u5f55\u5305\u542b&#xff1a; \u8ba2\u5355\u4fe1\u606f&#xff08;order_id\u3001customer\u3001total\u3001order_date&#xff09;\u3002 \u5546\u54c1\u4fe1\u606f&#xff08;product\u3001price\u3001qty&#xff09;\u3002<\/p>\n<h4>3. \u6784\u5efa DataFrame&#xff08;\u4f7f\u7528 Pandas&#xff09;<\/h4>\n<p>\u4f7f\u7528 pandas.DataFrame \u5b58\u50a8\u6570\u636e&#xff0c;\u4fbf\u4e8e\u5bfc\u51fa Excel\u3002 \u5217\u987a\u5e8f\u6309\u9700\u6c42\u6392\u5217&#xff1a; \u8ba2\u5355\u53f7\u3001\u5ba2\u6237\u59d3\u540d\u3001\u624b\u673a\u53f7\u3001\u5546\u54c1\u540d\u79f0\u3001\u5355\u4ef7\u3001\u6570\u91cf\u3001\u8ba2\u5355\u603b\u91d1\u989d\u3001\u4e0b\u5355\u65e5\u671f\u3002<\/p>\n<h4>4. \u5bfc\u51fa Excel \u6587\u4ef6<\/h4>\n<p>\u4f7f\u7528 pandas.to_excel() \u65b9\u6cd5&#xff0c;\u5c06 DataFrame \u4fdd\u5b58\u4e3a .xlsx \u6587\u4ef6\u3002 \u53ef\u8c03\u6574\u683c\u5f0f&#xff08;\u5982\u5217\u5bbd\u3001\u8868\u5934\u6837\u5f0f&#xff09;\u4ee5\u4f18\u5316\u53ef\u8bfb\u6027\u3002<\/p>\n<h3>\u6253\u9020\u4e00\u4e2a\u7b80\u5355\u7684\u7f51\u7ad9<\/h3>\n<p>\u6211\u4eec \u7528\u5b57\u8282 trae &#xff0c;\u5df2\u7ecf\u5b89\u88c5 python&#xff0c; \u542c\u8bf4\u963f\u91cc\u4eba &#xff0c;60%\u90fd\u7528 ai \u5199\u4ee3\u7801\u4e86\u3002 <img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084444-68985bfc196c3.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u7ed9\u5230\u63d0\u793a\u8bcd<\/h4>\n<p>\u5199\u4e00\u4e2a python web \u7a0b\u5e8f<br \/>\n\u7a0b\u5e8f\u540d\u79f0JOSN\u8ba2\u5355\u6570\u636e\u5904\u7406<br \/>\n\u4e3b\u8981\u529f\u80fd \u590d\u5236 \u8ba2\u5355\u7684json \u683c\u5f0f&#xff0c;\u7136\u540e\u5728\u9875\u9762\u5bfc\u51fa excel \u6587\u4ef6 <\/p>\n<p>\u9700\u8981\u6709\u4e2a\u529f\u80fd\u70b9 <span class=\"token number\">1<\/span>.json \u683c\u5f0f\u68c0\u67e5\u6309\u94ae&#xff0c;\u5982\u679c\u683c\u5f0f\u6b63\u786e\u5c31 \u5bfc\u5165excel <\/p>\n<p>json \u4ee3\u7801\u5982\u4e0b <\/p>\n<p><span class=\"token punctuation\">[<\/span><br \/>\n  <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;SO20250809001&#034;<\/span>,<br \/>\n    <span class=\"token string\">&#034;customer&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;\u5f20\u4e09&#034;<\/span>, <span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;13800000001&#034;<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n    <span class=\"token string\">&#034;items&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;iPhone 15 Pro&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">8999<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;AirPods Pro 2&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1899<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span>,<br \/>\n    <span class=\"token string\">&#034;total&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">10898<\/span>,<br \/>\n    <span class=\"token string\">&#034;order_date&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;2025-08-08&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span>,<br \/>\n  <span class=\"token punctuation\">{<\/span><br \/>\n    <span class=\"token string\">&#034;order_id&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;SO20250809002&#034;<\/span>,<br \/>\n    <span class=\"token string\">&#034;customer&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;name&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;\u674e\u56db&#034;<\/span>, <span class=\"token string\">&#034;phone&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;13800000002&#034;<\/span><span class=\"token punctuation\">}<\/span>,<br \/>\n    <span class=\"token string\">&#034;items&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token punctuation\">[<\/span><br \/>\n      <span class=\"token punctuation\">{<\/span><span class=\"token string\">&#034;product&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;MacBook Air M3&#034;<\/span>, <span class=\"token string\">&#034;price&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">9999<\/span>, <span class=\"token string\">&#034;qty&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><br \/>\n    <span class=\"token punctuation\">]<\/span>,<br \/>\n    <span class=\"token string\">&#034;total&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token number\">9999<\/span>,<br \/>\n    <span class=\"token string\">&#034;order_date&#034;<\/span><span class=\"token builtin class-name\">:<\/span> <span class=\"token string\">&#034;2025-08-08&#034;<\/span><br \/>\n  <span class=\"token punctuation\">}<\/span><br \/>\n<span class=\"token punctuation\">]<\/span><\/p>\n<p>\u6267\u884c\u6b65\u9aa4\u5982\u4e0b<br \/>\n<span class=\"token comment\">### 1. \u89e3\u6790 JSON \u6570\u636e<\/span><br \/>\n\u8bfb\u53d6 JSON \u6570\u636e&#xff0c;\u5c06\u5176\u8f6c\u6362\u4e3a Python \u53ef\u64cd\u4f5c\u7684\u5bf9\u8c61&#xff08;\u5982 list \u6216 dict&#xff09;\u3002<br \/>\n\u68c0\u67e5 JSON \u7ed3\u6784&#xff0c;\u786e\u4fdd order_id\u3001customer\u3001items\u3001total\u3001order_date \u7b49\u5b57\u6bb5\u6b63\u786e\u3002<\/p>\n<p><span class=\"token comment\">### 2. \u6570\u636e\u6241\u5e73\u5316&#xff08;Flatten Data&#xff09;<\/span><br \/>\n\u7531\u4e8e\u4e00\u4e2a\u8ba2\u5355\u53ef\u80fd\u5305\u542b\u591a\u4e2a\u5546\u54c1&#xff08;items \u6570\u7ec4&#xff09;&#xff0c;\u9700\u8981\u62c6\u5206\u6210\u591a\u884c&#xff1a;<br \/>\n\u904d\u5386\u6bcf\u4e2a\u8ba2\u5355&#xff08;order&#xff09;\u3002<br \/>\n\u5bf9\u4e8e\u6bcf\u4e2a\u8ba2\u5355&#xff0c;\u904d\u5386\u5176 items \u5217\u8868&#xff0c;\u4e3a\u6bcf\u4e2a\u5546\u54c1\u521b\u5efa\u4e00\u884c\u8bb0\u5f55\u3002<br \/>\n\u6bcf\u884c\u8bb0\u5f55\u5305\u542b&#xff1a;<br \/>\n\u8ba2\u5355\u4fe1\u606f&#xff08;order_id\u3001customer\u3001total\u3001order_date&#xff09;\u3002<br \/>\n\u5546\u54c1\u4fe1\u606f&#xff08;product\u3001price\u3001qty&#xff09;\u3002<\/p>\n<p><span class=\"token comment\">### 3. \u6784\u5efa DataFrame&#xff08;\u4f7f\u7528 Pandas&#xff09;<\/span><br \/>\n\u4f7f\u7528 pandas.DataFrame \u5b58\u50a8\u6570\u636e&#xff0c;\u4fbf\u4e8e\u5bfc\u51fa Excel\u3002<br \/>\n\u5217\u987a\u5e8f\u6309\u9700\u6c42\u6392\u5217&#xff1a;<br \/>\n\u8ba2\u5355\u53f7\u3001\u5ba2\u6237\u59d3\u540d\u3001\u624b\u673a\u53f7\u3001\u5546\u54c1\u540d\u79f0\u3001\u5355\u4ef7\u3001\u6570\u91cf\u3001\u8ba2\u5355\u603b\u91d1\u989d\u3001\u4e0b\u5355\u65e5\u671f\u3002<\/p>\n<p><span class=\"token comment\">### 4. \u5bfc\u51fa Excel \u6587\u4ef6<\/span><br \/>\n\u4f7f\u7528 pandas.to_excel<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> \u65b9\u6cd5&#xff0c;\u5c06 DataFrame \u4fdd\u5b58\u4e3a .xlsx \u6587\u4ef6\u3002<br \/>\n\u53ef\u8c03\u6574\u683c\u5f0f&#xff08;\u5982\u5217\u5bbd\u3001\u8868\u5934\u6837\u5f0f&#xff09;\u4ee5\u4f18\u5316\u53ef\u8bfb\u6027\u3002<\/p>\n<p><span class=\"token comment\">###  5. \u5b8c\u6210\u540e\u8bf7\u6d4b\u8bd5\u4e00\u4e0b  &#xff0c;\u5e76\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u3002<\/span><br \/>\n\u521b\u5efa\u9879\u76ee\u76ee\u5f55 &#xff0c; d:<span class=\"token punctuation\">\\\\<\/span>python<span class=\"token punctuation\">\\\\<\/span> json_tr<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084446-68985bfe70df7.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u4ea4\u7ed9 trae cn \u81ea\u52a8\u751f\u6210<\/h4>\n<p>\u751f\u6210 requirements.txt<\/p>\n<p><span class=\"token assign-left variable\">Flask<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">2.3<\/span>.3<br \/>\n<span class=\"token assign-left variable\">pandas<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">2.1<\/span>.0<br \/>\n<span class=\"token assign-left variable\">openpyxl<\/span><span class=\"token operator\">&#061;&#061;<\/span><span class=\"token number\">3.1<\/span>.2<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/08\/20250810084447-68985bff0efab.png\" alt=\"\u5728\u8fd9\u91cc\u63d2\u5165\u56fe\u7247\u63cf\u8ff0\" \/><\/p>\n<h4>\u5c55\u793a\u90e8\u5206\u4ee3\u7801 app.py<\/h4>\n<p>rom flask <span class=\"token keyword\">import<\/span> Flask<span class=\"token punctuation\">,<\/span> render_template<span class=\"token punctuation\">,<\/span> request<span class=\"token punctuation\">,<\/span> jsonify<span class=\"token punctuation\">,<\/span> send_file<br \/>\n<span class=\"token keyword\">import<\/span> json<br \/>\n<span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd<br \/>\n<span class=\"token keyword\">from<\/span> io <span class=\"token keyword\">import<\/span> BytesIO<\/p>\n<p>app <span class=\"token operator\">&#061;<\/span> Flask<span class=\"token punctuation\">(<\/span>__name__<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">index<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> render_template<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;index.html&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/validate_json&#039;<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">validate_json<\/span><span class=\"token punctuation\">(<\/span><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        data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;json_data&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> data<span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;\u8bf7\u8f93\u5165JSON\u6570\u636e&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u5c1d\u8bd5\u89e3\u6790JSON<\/span><br \/>\n        json_obj <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u68c0\u67e5JSON\u7ed3\u6784<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>json_obj<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;JSON\u5fc5\u987b\u662f\u6570\u7ec4\u683c\u5f0f&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        required_fields <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;order_id&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;items&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;total&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;order_date&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> idx<span class=\"token punctuation\">,<\/span> order <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>json_obj<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u8ba2\u5355\u4e0d\u662f\u5bf9\u8c61\u683c\u5f0f&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> field <span class=\"token keyword\">in<\/span> required_fields<span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> field <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> order<span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u8ba2\u5355\u7f3a\u5c11\u5fc5\u8981\u5b57\u6bb5: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>field<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># \u68c0\u67e5customer\u7ed3\u6784<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;name&#039;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;phone&#039;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u8ba2\u5355\u7684customer\u5b57\u6bb5\u683c\u5f0f\u4e0d\u6b63\u786e&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># \u68c0\u67e5items\u7ed3\u6784<\/span><br \/>\n            <span class=\"token keyword\">if<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;items&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">list<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u8ba2\u5355\u7684items\u5fc5\u987b\u662f\u6570\u7ec4&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> item_idx<span class=\"token punctuation\">,<\/span> item <span class=\"token keyword\">in<\/span> <span class=\"token builtin\">enumerate<\/span><span class=\"token punctuation\">(<\/span>order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;items&#039;<\/span><span class=\"token punctuation\">]<\/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> <span class=\"token builtin\">isinstance<\/span><span class=\"token punctuation\">(<\/span>item<span class=\"token punctuation\">,<\/span> <span class=\"token builtin\">dict<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;product&#039;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> item <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;price&#039;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> item <span class=\"token keyword\">or<\/span> <span class=\"token string\">&#039;qty&#039;<\/span> <span class=\"token keyword\">not<\/span> <span class=\"token keyword\">in<\/span> item<span class=\"token punctuation\">:<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u8ba2\u5355\u7684\u7b2c<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>item_idx<span class=\"token operator\">&#043;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">\u4e2a\u5546\u54c1\u683c\u5f0f\u4e0d\u6b63\u786e&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;success&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;JSON\u683c\u5f0f\u6b63\u786e&#039;<\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> json<span class=\"token punctuation\">.<\/span>JSONDecodeError <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;JSON\u89e3\u6790\u9519\u8bef: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u53d1\u751f\u9519\u8bef: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token decorator annotation punctuation\">&#064;app<span class=\"token punctuation\">.<\/span>route<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/export_excel&#039;<\/span><span class=\"token punctuation\">,<\/span> methods<span class=\"token operator\">&#061;<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">)<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">export_excel<\/span><span class=\"token punctuation\">(<\/span><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        data <span class=\"token operator\">&#061;<\/span> request<span class=\"token punctuation\">.<\/span>json<span class=\"token punctuation\">.<\/span>get<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;json_data&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        json_obj <span class=\"token operator\">&#061;<\/span> json<span class=\"token punctuation\">.<\/span>loads<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u6570\u636e\u6241\u5e73\u5316<\/span><br \/>\n        flattened_data <span class=\"token operator\">&#061;<\/span> <span class=\"token punctuation\">[<\/span><span class=\"token punctuation\">]<\/span><br \/>\n        <span class=\"token keyword\">for<\/span> order <span class=\"token keyword\">in<\/span> json_obj<span class=\"token punctuation\">:<\/span><br \/>\n            order_id <span class=\"token operator\">&#061;<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;order_id&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            customer_name <span class=\"token operator\">&#061;<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;name&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            customer_phone <span class=\"token operator\">&#061;<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;customer&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;phone&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            total <span class=\"token operator\">&#061;<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;total&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            order_date <span class=\"token operator\">&#061;<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;order_date&#039;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>            <span class=\"token keyword\">for<\/span> item <span class=\"token keyword\">in<\/span> order<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;items&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">:<\/span><br \/>\n                product <span class=\"token operator\">&#061;<\/span> item<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;product&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n                price <span class=\"token operator\">&#061;<\/span> item<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;price&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n                qty <span class=\"token operator\">&#061;<\/span> item<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;qty&#039;<\/span><span class=\"token punctuation\">]<\/span><\/p>\n<p>                flattened_data<span class=\"token punctuation\">.<\/span>append<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#039;\u8ba2\u5355\u53f7&#039;<\/span><span class=\"token punctuation\">:<\/span> order_id<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5ba2\u6237\u59d3\u540d&#039;<\/span><span class=\"token punctuation\">:<\/span> customer_name<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u624b\u673a\u53f7&#039;<\/span><span class=\"token punctuation\">:<\/span> customer_phone<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5546\u54c1\u540d\u79f0&#039;<\/span><span class=\"token punctuation\">:<\/span> product<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u5355\u4ef7&#039;<\/span><span class=\"token punctuation\">:<\/span> price<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u6570\u91cf&#039;<\/span><span class=\"token punctuation\">:<\/span> qty<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u8ba2\u5355\u603b\u91d1\u989d&#039;<\/span><span class=\"token punctuation\">:<\/span> total<span class=\"token punctuation\">,<\/span><br \/>\n                    <span class=\"token string\">&#039;\u4e0b\u5355\u65e5\u671f&#039;<\/span><span class=\"token punctuation\">:<\/span> order_date<br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u6784\u5efaDataFrame<\/span><br \/>\n        df <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>DataFrame<span class=\"token punctuation\">(<\/span>flattened_data<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u5bfc\u51faExcel<\/span><br \/>\n        output <span class=\"token operator\">&#061;<\/span> BytesIO<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">with<\/span> pd<span class=\"token punctuation\">.<\/span>ExcelWriter<span class=\"token punctuation\">(<\/span>output<span class=\"token punctuation\">,<\/span> engine<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;openpyxl&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">as<\/span> writer<span class=\"token punctuation\">:<\/span><br \/>\n            df<span class=\"token punctuation\">.<\/span>to_excel<span class=\"token punctuation\">(<\/span>writer<span class=\"token punctuation\">,<\/span> index<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">False<\/span><span class=\"token punctuation\">,<\/span> sheet_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u8ba2\u5355\u6570\u636e&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token comment\"># \u4f18\u5316\u683c\u5f0f<\/span><br \/>\n            worksheet <span class=\"token operator\">&#061;<\/span> writer<span class=\"token punctuation\">.<\/span>sheets<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u8ba2\u5355\u6570\u636e&#039;<\/span><span class=\"token punctuation\">]<\/span><br \/>\n            <span class=\"token keyword\">for<\/span> column_cells <span class=\"token keyword\">in<\/span> worksheet<span class=\"token punctuation\">.<\/span>columns<span class=\"token punctuation\">:<\/span><br \/>\n                length <span class=\"token operator\">&#061;<\/span> <span class=\"token builtin\">max<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">len<\/span><span class=\"token punctuation\">(<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>cell<span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token keyword\">for<\/span> cell <span class=\"token keyword\">in<\/span> column_cells<span class=\"token punctuation\">)<\/span><br \/>\n                worksheet<span class=\"token punctuation\">.<\/span>column_dimensions<span class=\"token punctuation\">[<\/span>column_cells<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>column_letter<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>width <span class=\"token operator\">&#061;<\/span> length <span class=\"token operator\">&#043;<\/span> <span class=\"token number\">2<\/span><\/p>\n<p>        output<span class=\"token punctuation\">.<\/span>seek<span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> send_file<span class=\"token punctuation\">(<\/span>output<span class=\"token punctuation\">,<\/span> as_attachment<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">,<\/span> download_name<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u8ba2\u5355\u6570\u636e.xlsx&#039;<\/span><span class=\"token punctuation\">,<\/span> mimetype<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;application\/vnd.openxmlformats-officedocument.spreadsheetml.sheet&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> Exception <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">return<\/span> jsonify<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span><span class=\"token string\">&#039;status&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string\">&#039;error&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">:<\/span> <span class=\"token string-interpolation\"><span class=\"token string\">f&#039;\u5bfc\u51faExcel\u5931\u8d25: <\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span><span class=\"token builtin\">str<\/span><span class=\"token punctuation\">(<\/span>e<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#039;<\/span><\/span><span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#039;__main__&#039;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    app<span class=\"token punctuation\">.<\/span>run<span class=\"token punctuation\">(<\/span>debug<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h4>\u5c55\u793a\u90e8\u5206\u4ee3\u7801 index.html<\/h4>\n<p><span class=\"token doctype\"><span class=\"token punctuation\">&lt;!<\/span><span class=\"token doctype-tag\">DOCTYPE<\/span> <span class=\"token name\">html<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>html<\/span> <span class=\"token attr-name\">lang<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>zh-CN<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>head<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>meta<\/span> <span class=\"token attr-name\">charset<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>UTF-8<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>meta<\/span> <span class=\"token attr-name\">name<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>viewport<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">content<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>width&#061;device-width, initial-scale&#061;1.0<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>title<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>JSON\u8ba2\u5355\u6570\u636e\u5904\u7406<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>title<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>link<\/span> <span class=\"token attr-name\">rel<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>stylesheet<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">href<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>{{ url_for(<span class=\"token punctuation\">&#039;<\/span>static<span class=\"token punctuation\">&#039;<\/span>, filename&#061;<span class=\"token punctuation\">&#039;<\/span>style.css<span class=\"token punctuation\">&#039;<\/span>) }}<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>head<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>body<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>container<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>h1<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>JSON\u8ba2\u5355\u6570\u636e\u5904\u7406<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>h1<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>input-section<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>label<\/span> <span class=\"token attr-name\">for<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>json-input<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u8bf7\u8f93\u5165\u8ba2\u5355JSON\u6570\u636e&#xff1a;<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>label<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>textarea<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>json-input<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">placeholder<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#039;<\/span>[<br \/>\n  {<br \/>\n    <span class=\"token punctuation\">&#034;<\/span>order_id<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>SO20250809001<span class=\"token punctuation\">&#034;<\/span>,<br \/>\n    <span class=\"token punctuation\">&#034;<\/span>customer<span class=\"token punctuation\">&#034;<\/span>: {<span class=\"token punctuation\">&#034;<\/span>name<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>\u5f20\u4e09<span class=\"token punctuation\">&#034;<\/span>, <span class=\"token punctuation\">&#034;<\/span>phone<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>13800000001<span class=\"token punctuation\">&#034;<\/span>},<br \/>\n    <span class=\"token punctuation\">&#034;<\/span>items<span class=\"token punctuation\">&#034;<\/span>: [<br \/>\n      {<span class=\"token punctuation\">&#034;<\/span>product<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>iPhone 15 Pro<span class=\"token punctuation\">&#034;<\/span>, <span class=\"token punctuation\">&#034;<\/span>price<span class=\"token punctuation\">&#034;<\/span>: 8999, <span class=\"token punctuation\">&#034;<\/span>qty<span class=\"token punctuation\">&#034;<\/span>: 1},<br \/>\n      {<span class=\"token punctuation\">&#034;<\/span>product<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>AirPods Pro 2<span class=\"token punctuation\">&#034;<\/span>, <span class=\"token punctuation\">&#034;<\/span>price<span class=\"token punctuation\">&#034;<\/span>: 1899, <span class=\"token punctuation\">&#034;<\/span>qty<span class=\"token punctuation\">&#034;<\/span>: 1}<br \/>\n    ],<br \/>\n    <span class=\"token punctuation\">&#034;<\/span>total<span class=\"token punctuation\">&#034;<\/span>: 10898,<br \/>\n    <span class=\"token punctuation\">&#034;<\/span>order_date<span class=\"token punctuation\">&#034;<\/span>: <span class=\"token punctuation\">&#034;<\/span>2025-08-08<span class=\"token punctuation\">&#034;<\/span><br \/>\n  }<br \/>\n]<span class=\"token punctuation\">&#039;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>textarea<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>buttons<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>button<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>validate-btn<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u68c0\u67e5JSON\u683c\u5f0f<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>button<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n                <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>button<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>export-btn<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">disabled<\/span><span class=\"token punctuation\">&gt;<\/span><\/span>\u5bfc\u51faExcel<span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>button<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n            <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>div<\/span> <span class=\"token attr-name\">id<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>message<span class=\"token punctuation\">&#034;<\/span><\/span> <span class=\"token attr-name\">class<\/span><span class=\"token attr-value\"><span class=\"token punctuation attr-equals\">&#061;<\/span><span class=\"token punctuation\">&#034;<\/span>message<span class=\"token punctuation\">&#034;<\/span><\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n        <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><br \/>\n    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>div<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><\/p>\n<p>    <span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;<\/span>script<\/span><span class=\"token punctuation\">&gt;<\/span><\/span><span class=\"token script\"><span class=\"token language-javascript\"><br \/>\n        document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;validate-btn&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">addEventListener<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;click&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">function<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">const<\/span> jsonInput <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;json-input&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">const<\/span> messageEl <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">const<\/span> exportBtn <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;export-btn&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>jsonInput<span class=\"token punctuation\">.<\/span><span class=\"token function\">trim<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u8bf7\u8f93\u5165JSON\u6570\u636e&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message error&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                exportBtn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token keyword\">return<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><\/p>\n<p>            <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/validate_json&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                method<span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                headers<span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                body<span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span>json_data<span class=\"token operator\">:<\/span> jsonInput<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">response<\/span> <span class=\"token operator\">&#061;&gt;<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">data<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">.<\/span>status <span class=\"token operator\">&#061;&#061;&#061;<\/span> <span class=\"token string\">&#039;success&#039;<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">;<\/span><br \/>\n                    messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message success&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    exportBtn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">false<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span> <span class=\"token keyword\">else<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">;<\/span><br \/>\n                    messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message error&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    exportBtn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">catch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">error<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u8bf7\u6c42\u5931\u8d25: &#039;<\/span> <span class=\"token operator\">&#043;<\/span> error<span class=\"token punctuation\">;<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message error&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                exportBtn<span class=\"token punctuation\">.<\/span>disabled <span class=\"token operator\">&#061;<\/span> <span class=\"token boolean\">true<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>        document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;export-btn&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">addEventListener<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;click&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token keyword\">function<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n            <span class=\"token keyword\">const<\/span> jsonInput <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;json-input&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>value<span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token keyword\">const<\/span> messageEl <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">getElementById<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;message&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><\/p>\n<p>            <span class=\"token function\">fetch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/export_excel&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                method<span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;POST&#039;<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                headers<span class=\"token operator\">:<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token string\">&#039;Content-Type&#039;<\/span><span class=\"token operator\">:<\/span> <span class=\"token string\">&#039;application\/json&#039;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">,<\/span><br \/>\n                body<span class=\"token operator\">:<\/span> <span class=\"token constant\">JSON<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">stringify<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">{<\/span>json_data<span class=\"token operator\">:<\/span> jsonInput<span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">response<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">if<\/span> <span class=\"token punctuation\">(<\/span><span class=\"token operator\">!<\/span>response<span class=\"token punctuation\">.<\/span>ok<span class=\"token punctuation\">)<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                    <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">json<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">data<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                        <span class=\"token keyword\">throw<\/span> <span class=\"token keyword\">new<\/span> <span class=\"token class-name\">Error<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">.<\/span>message <span class=\"token operator\">||<\/span> <span class=\"token string\">&#039;\u5bfc\u51fa\u5931\u8d25&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                    <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token punctuation\">}<\/span><br \/>\n                <span class=\"token keyword\">return<\/span> response<span class=\"token punctuation\">.<\/span><span class=\"token function\">blob<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">then<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">blob<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                <span class=\"token keyword\">const<\/span> url <span class=\"token operator\">&#061;<\/span> window<span class=\"token punctuation\">.<\/span><span class=\"token constant\">URL<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">createObjectURL<\/span><span class=\"token punctuation\">(<\/span>blob<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                <span class=\"token keyword\">const<\/span> a <span class=\"token operator\">&#061;<\/span> document<span class=\"token punctuation\">.<\/span><span class=\"token function\">createElement<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;a&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                a<span class=\"token punctuation\">.<\/span>href <span class=\"token operator\">&#061;<\/span> url<span class=\"token punctuation\">;<\/span><br \/>\n                a<span class=\"token punctuation\">.<\/span>download <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u8ba2\u5355\u6570\u636e.xlsx&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                document<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span><span class=\"token function\">appendChild<\/span><span class=\"token punctuation\">(<\/span>a<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                a<span class=\"token punctuation\">.<\/span><span class=\"token function\">click<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                document<span class=\"token punctuation\">.<\/span>body<span class=\"token punctuation\">.<\/span><span class=\"token function\">removeChild<\/span><span class=\"token punctuation\">(<\/span>a<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                window<span class=\"token punctuation\">.<\/span><span class=\"token constant\">URL<\/span><span class=\"token punctuation\">.<\/span><span class=\"token function\">revokeObjectURL<\/span><span class=\"token punctuation\">(<\/span>url<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;Excel\u5bfc\u51fa\u6210\u529f&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message success&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><br \/>\n            <span class=\"token punctuation\">.<\/span><span class=\"token function\">catch<\/span><span class=\"token punctuation\">(<\/span><span class=\"token parameter\">error<\/span> <span class=\"token operator\">&#061;&gt;<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>textContent <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;\u5bfc\u51fa\u5931\u8d25: &#039;<\/span> <span class=\"token operator\">&#043;<\/span> error<span class=\"token punctuation\">.<\/span>message<span class=\"token punctuation\">;<\/span><br \/>\n                messageEl<span class=\"token punctuation\">.<\/span>className <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;message error&#039;<\/span><span class=\"token punctuation\">;<\/span><br \/>\n            <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n        <span class=\"token punctuation\">}<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">;<\/span><br \/>\n    <\/span><\/span><span class=\"token tag\"><span class=\"token tag\"><span class=\"token punctuation\">&lt;\/<\/span>script<\/span><span 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