{"id":1360,"date":"2026-08-09T10:16:49","date_gmt":"2026-08-09T02:16:49","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=1360"},"modified":"2026-10-11T19:40:11","modified_gmt":"2026-10-11T11:40:11","slug":"web-backtest","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/web-backtest\/","title":{"rendered":"2.6 Web \u7aef"},"content":{"rendered":"\n<style>\n.khq-web-manual{max-width:980px;margin:0 auto;padding:8px 0 36px;line-height:1.82;font-size:16px;color:#243042;word-break:break-word;}\n.khq-web-manual h2{font-size:1.45rem;line-height:1.4;margin:38px 0 14px;padding-top:8px;color:#12345f;border-top:1px solid #e7edf5;}\n.khq-web-manual h3{font-size:1.16rem;line-height:1.5;margin:24px 0 10px;color:#163b68;}\n.khq-web-manual blockquote{margin:18px 0;padding:14px 18px;border-left:4px solid #1e88e5;background:#f4f9ff;color:#36506f;border-radius:0 10px 10px 0;}\n.khq-web-manual code{background:#f3f6fa;border:1px solid #e6edf5;border-radius:5px;padding:.12em 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<code>.py<\/code>\uff0c\u4f8b\u5982\u81ea\u5e26\u7684\u6848\u4f8b\u3002<\/li>\n<\/ul>\n\n<h2>2 \u6253\u5f00\u5de5\u4f5c\u53f0<\/h2>\n<h3>2.1 \u4ece\u684c\u9762\u7248\u6253\u5f00<\/h3>\n<p>\u4e3b\u754c\u9762\u5de5\u5177\u680f\u53f3\u4fa7\u7684\u5730\u7403\u56fe\u6807\uff0c\u9f20\u6807\u79fb\u4e0a\u53bb\u63d0\u793a\u300c\u6253\u5f00\u7f51\u9875\u56de\u6d4b\u5de5\u4f5c\u53f0\u300d\u3002\u70b9\u4e00\u4e0b\uff0c\u8f6f\u4ef6\u4f1a\u5728\u540e\u53f0\u542f\u52a8 Web \u670d\u52a1\uff08\u6700\u591a\u7b49 30 \u79d2\uff09\uff0c\u7136\u540e\u7528\u6d4f\u89c8\u5668\u6253\u5f00 <code>http:\/\/127.0.0.1:8766\/<\/code>\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-entry.webp?v=53be7216\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-entry.webp?v=53be7216\" width=\"1000\" height=\"138\" alt=\"\u4e3b\u754c\u9762\u5de5\u5177\u680f\u53f3\u4fa7\u7684\u5730\u7403\u56fe\u6807\" loading=\"lazy\"><\/a><figcaption>\u4e3b\u754c\u9762\u5de5\u5177\u680f\u53f3\u4fa7\u7684\u5730\u7403\u56fe\u6807<\/figcaption><\/figure>\n<ul>\n<li>\u684c\u9762\u7248\u5f53\u524d\u52a0\u8f7d\u4e86 <code>.kh<\/code> \u914d\u7f6e\u7684\u8bdd\uff0c\u4f1a\u81ea\u52a8\u628a\u5b83\u5bfc\u5165\u6210\u7f51\u9875\u91cc\u7684\u4e00\u4e2a\u9879\u76ee\u3002<\/li>\n<li>\u670d\u52a1\u5df2\u7ecf\u5728\u8fd0\u884c\u65f6\uff0c\u518d\u70b9\u5730\u7403\u56fe\u6807\u76f4\u63a5\u590d\u7528\uff0c\u4e0d\u4f1a\u91cd\u590d\u542f\u52a8\u3002<\/li>\n<li>\u5173\u6389\u684c\u9762\u7248\u4e3b\u754c\u9762\u540e\uff0cWeb \u670d\u52a1\u7ee7\u7eed\u8fd0\u884c\u3002<\/li>\n<li>macOS \u4e0a\u8bf7\u5148\u5728\u7ec8\u7aef\u8fd0\u884c <code>kh web<\/code>\uff0c\u518d\u70b9\u5730\u7403\u56fe\u6807\uff1b\u670d\u52a1\u6ca1\u8fd0\u884c\u65f6\u76f4\u63a5\u70b9\uff0c\u53ef\u80fd\u63d0\u793a\u7f3a\u5c11\u547d\u4ee4\u884c\u7ec4\u4ef6\u3002<\/li>\n<li>\u4ece\u8fd9\u91cc\u542f\u52a8\u7684\u670d\u52a1\u56fa\u5b9a\u662f <code>127.0.0.1:8766<\/code>\uff0c\u53ea\u6709\u672c\u673a\u80fd\u8bbf\u95ee\uff1b\u8981\u6539\u7aef\u53e3\u6216\u7ed9\u624b\u673a\u8bbf\u95ee\uff0c\u7528\u4e0b\u9762\u7684 <code>kh web<\/code>\u3002<\/li>\n<\/ul>\n<h3>2.2 \u7528\u547d\u4ee4\u6253\u5f00<\/h3>\n<pre><code>kh web<\/code><\/pre>\n<p>\u9ed8\u8ba4\u76d1\u542c <code>127.0.0.1:8766<\/code> \u5e76\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668\uff0c\u7ec8\u7aef\u663e\u793a\u300c\u770b\u6d77\u91cf\u5316 Web \u5df2\u542f\u52a8: http:\/\/127.0.0.1:8766\/\u300d\u3002\u5e38\u7528\u53c2\u6570\uff1a<\/p>\n<ul>\n<li><code>kh web \u7b56\u7565.kh<\/code>\uff1a\u542f\u52a8\u65f6\u628a\u8fd9\u4e2a\u914d\u7f6e\u5bfc\u5165\u6210\u9879\u76ee\uff0c\u6253\u5f00\u540e\u81ea\u52a8\u9009\u4e2d\u3002<\/li>\n<li><code>&#45;&#45;port 8800<\/code>\uff1a\u6362\u7aef\u53e3\u3002\u7aef\u53e3\u88ab\u5360\u7528\u65f6\u4f1a\u62a5\u9519\u9000\u51fa\u3002<\/li>\n<li><code>&#45;&#45;host 0.0.0.0<\/code>\uff1a\u8ba9\u5c40\u57df\u7f51\u91cc\u7684\u5176\u4ed6\u8bbe\u5907\u8bbf\u95ee\uff0c\u89c1\u7b2c 8 \u8282\u3002<\/li>\n<li><code>&#45;&#45;no-open<\/code>\uff1a\u4e0d\u81ea\u52a8\u6253\u5f00\u6d4f\u89c8\u5668\u3002<\/li>\n<\/ul>\n<p>\u7528\u547d\u4ee4\u542f\u52a8\u7684\u670d\u52a1\u5728\u7ec8\u7aef\u91cc\u524d\u53f0\u8fd0\u884c\uff0c\u6309 Ctrl+C \u505c\u6b62\u3002Linux \u6ca1\u6709\u56fe\u5f62\u754c\u9762\uff0c\u53ea\u80fd\u7528\u8fd9\u79cd\u65b9\u5f0f\u3002<\/p>\n\n<h2>3 \u754c\u9762\u4e00\u89c8<\/h2>\n<p>\u5de6\u4fa7\u5bfc\u822a\u6709\u56db\u4e2a\u9875\u9762\uff0c\u5e95\u90e8\u663e\u793a\u670d\u52a1\u8fde\u63a5\u72b6\u6001\u548c\u7248\u672c\u53f7\uff1a<\/p>\n<div class=\"khq-tn-table\"><table>\n<thead><tr><th style=\"text-align:left;\">\u9875\u9762<\/th><th style=\"text-align:left;\">\u5185\u5bb9<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u56de\u6d4b\u5de5\u4f5c\u53f0<\/td><td>\u5de6\u680f\u662f\u56de\u6d4b\u53c2\u6570\u548c\u53ea\u8bfb\u7684\u7b56\u7565\u6e90\u7801\uff0c\u53f3\u680f\u662f\u8fd0\u884c\u63a7\u5236\u3001\u5b9e\u65f6\u65e5\u5fd7\u548c\u6700\u8fd1\u7684\u56de\u6d4b\u7ed3\u679c<\/td><\/tr>\n<tr><td>\u7b56\u7565\u9879\u76ee<\/td><td>\u5bfc\u5165\u8fc7\u7684\u9879\u76ee\u5361\u7247\uff0c\u70b9\u5361\u7247\u5207\u6362\u5230\u8fd9\u4e2a\u9879\u76ee<\/td><\/tr>\n<tr><td>\u5386\u53f2\u7ed3\u679c<\/td><td>\u6240\u6709\u56de\u6d4b\u7ed3\u679c\uff0c\u5305\u62ec\u684c\u9762\u7248\u548c\u547d\u4ee4\u884c\u8dd1\u7684<\/td><\/tr>\n<tr><td>\u8bbe\u7f6e\u4e0e\u72b6\u6001<\/td><td>\u5f53\u524d\u56de\u6d4b\u73af\u5883\uff08\u53ea\u8bfb\uff09\u548c\u300c\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u300d<\/td><\/tr>\n<\/tbody>\n<\/table><\/div>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-workbench.webp?v=f854af74\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-workbench.webp?v=f854af74\" width=\"1400\" height=\"618\" alt=\"\u56de\u6d4b\u5de5\u4f5c\u53f0\uff1a\u5de6\u680f\u56de\u6d4b\u53c2\u6570\uff0c\u53f3\u680f\u8fd0\u884c\u63a7\u5236\u548c\u5b9e\u65f6\u65e5\u5fd7\" loading=\"lazy\"><\/a><figcaption>\u56de\u6d4b\u5de5\u4f5c\u53f0\uff1a\u5de6\u680f\u56de\u6d4b\u53c2\u6570\uff0c\u53f3\u680f\u8fd0\u884c\u63a7\u5236\u548c\u5b9e\u65f6\u65e5\u5fd7<\/figcaption><\/figure>\n\n<h2>4 \u5bfc\u5165\u7b56\u7565\u9879\u76ee<\/h2>\n<p>\u70b9\u53f3\u4e0a\u89d2\u300c\u5bfc\u5165\u300d\uff08\u624b\u673a\u4e0a\u5728\u300c\u7b56\u7565\u9879\u76ee \u2192 \u5bfc\u5165\u9879\u76ee\u300d\uff09\u3002<\/p>\n<h3>4.1 \u672c\u673a\u6587\u4ef6<\/h3>\n<p>\u5728\u8fd0\u884c\u670d\u52a1\u7684\u8fd9\u53f0\u7535\u8111\u4e0a\u7528\u6d4f\u89c8\u5668\u6253\u5f00\u65f6\uff0c\u6709\u300c\u672c\u673a\u6587\u4ef6\u300d\u9875\u7b7e\uff1a<\/p>\n<ul>\n<li>\u300c\u9009\u62e9\u4e00\u4e2a .kh \u914d\u7f6e\u6587\u4ef6\u300d\uff1a\u5f39\u51fa Windows \u6587\u4ef6\u9009\u62e9\u6846\uff0c\u9ed8\u8ba4\u5728\u7b56\u7565\u76ee\u5f55\u3002macOS \u548c Linux \u4e0d\u652f\u6301\u8fd9\u4e2a\u6309\u94ae\uff0c\u8bf7\u7528\u624b\u52a8\u8f93\u5165\u3002<\/li>\n<li>\u624b\u52a8\u8f93\u5165\u5b8c\u6574\u8def\u5f84\uff1a\u586b <code>.kh<\/code> \u6216 <code>.py<\/code> \u7684\u5b8c\u6574\u8def\u5f84\u3002\u53ea\u7ed9 <code>.py<\/code> \u65f6\u7528\u9ed8\u8ba4\u53c2\u6570\u3002<\/li>\n<\/ul>\n<p>\u5bfc\u5165\u65f6\u4f1a\u628a <code>.kh<\/code>\u3001\u5b83\u5f15\u7528\u7684\u7b56\u7565 <code>.py<\/code>\u3001\u7b56\u7565\u91cc import \u7684\u672c\u5730\u6a21\u5757\uff0c\u4ee5\u53ca\u914d\u7f6e\u5f15\u7528\u7684\u80a1\u7968\u5217\u8868\u6587\u4ef6\u4e00\u8d77\u590d\u5236\u8fdb Web \u5de5\u4f5c\u533a\u3002\u539f\u6587\u4ef6\u4e0d\u4f1a\u88ab\u4fee\u6539\uff0c\u4e4b\u540e\u6539\u4e86\u539f\u6587\u4ef6\u9700\u8981\u91cd\u65b0\u5bfc\u5165\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-import.webp?v=4b57ca7a\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-import.webp?v=4b57ca7a\" width=\"818\" height=\"703\" alt=\"\u5bfc\u5165\u5bf9\u8bdd\u6846\u7684\u300c\u672c\u673a\u6587\u4ef6\u300d\u9875\u7b7e\" loading=\"lazy\"><\/a><figcaption>\u5bfc\u5165\u5bf9\u8bdd\u6846\u7684\u300c\u672c\u673a\u6587\u4ef6\u300d\u9875\u7b7e<\/figcaption><\/figure>\n<h3>4.2 \u8fdc\u7a0b\u4e0a\u4f20<\/h3>\n<p>\u7528\u624b\u673a\u6216\u5176\u4ed6\u7535\u8111\u8bbf\u95ee\u65f6\u53ea\u80fd\u4e0a\u4f20\u6587\u4ef6\u3002\u53ef\u4ee5\u591a\u9009\u6587\u4ef6\uff0c\u4e5f\u53ef\u4ee5\u4fdd\u7559\u76ee\u5f55\u7ed3\u6784\u9009\u62e9\u6574\u4e2a\u7b56\u7565\u6587\u4ef6\u5939\u3002\u89c4\u5219\uff1a<\/p>\n<ul>\n<li>\u4e00\u6b21\u53ea\u80fd\u6709\u4e00\u4e2a <code>.kh<\/code>\uff0c\u5e76\u4e14\u8981\u540c\u65f6\u9009\u4e0a\u5b83\u5f15\u7528\u7684 <code>.py<\/code>\u3002\u6ca1\u6709 <code>.kh<\/code> \u65f6\uff1a\u53ea\u9009\u4e00\u4e2a <code>.py<\/code>\uff0c\u6587\u4ef6\u540d\u4e0d\u9650\uff1b\u9009\u591a\u4e2a <code>.py<\/code>\uff0c\u9700\u8981\u6709\u4e14\u53ea\u6709\u4e00\u4e2a <code>main.py<\/code> \u6216 <code>strategy.py<\/code>\uff08\u90fd\u6ca1\u6709\u65f6\uff0c\u9700\u8981\u6839\u76ee\u5f55\u4e0b\u6709\u4e14\u53ea\u6709\u4e00\u4e2a <code>.py<\/code>\uff09\u3002<\/li>\n<li>\u5141\u8bb8 <code>.kh .py .csv .json .txt .yaml .yml .toml .pkl .pickle .joblib .npy .npz .onnx .bin .model<\/code>\uff1b\u5355\u4e2a\u6587\u4ef6\u4e0d\u8d85\u8fc7 20 MB\uff0c\u5408\u8ba1\u4e0d\u8d85\u8fc7 50 MB\u3002<\/li>\n<\/ul>\n<h3>4.3 \u9879\u76ee\u5b58\u5728\u54ea\u91cc<\/h3>\n<p>\u6bcf\u4e2a\u9879\u76ee\u4e00\u4e2a\u76ee\u5f55\uff0c\u5728 <code>~\\.khquant\\web\\projects\\<\/code>\uff08macOS \u5728 <code>~\/Library\/Application Support\/khQuant\/web\/projects\/<\/code>\uff09\uff0c\u548c\u684c\u9762\u7248\u7684\u7b56\u7565\u76ee\u5f55\u5206\u5f00\u3002\u7f51\u9875\u300c\u8bbe\u7f6e\u4e0e\u72b6\u6001\u300d\u91cc\u90a3\u884c\u300c\u5171\u4eab\u7b56\u7565\u76ee\u5f55\u300d\uff1a\u6ca1\u8bbe\u7f6e\u684c\u9762\u7248\u7b56\u7565\u76ee\u5f55\u65f6\uff0c\u663e\u793a\u7684\u5c31\u662f\u8fd9\u4e2a\u7f51\u9875\u9879\u76ee\u76ee\u5f55\uff1b\u8bbe\u7f6e\u4e86\u7684\u8bdd\uff0c\u8fd9\u4e00\u884c\u663e\u793a\u7684\u662f\u684c\u9762\u7248\u7b56\u7565\u76ee\u5f55\uff0c\u7f51\u9875\u9879\u76ee\u4ecd\u4fdd\u5b58\u5728\u4e0a\u9762\u7684\u9879\u76ee\u76ee\u5f55\u91cc\u3002\u7f51\u9875\u91cc\u4e0d\u80fd\u5220\u9664\u6216\u91cd\u547d\u540d\u9879\u76ee\uff1b\u540c\u4e00\u4e2a <code>.kh<\/code> \u5bfc\u5165\u591a\u6b21\u4f1a\u751f\u6210\u591a\u5f20\u5361\u7247\u3002<\/p>\n\n<h2>5 \u8bbe\u7f6e\u56de\u6d4b\u53c2\u6570<\/h2>\n<p>\u6539\u52a8\u540e\u7ea6 0.85 \u79d2\u81ea\u52a8\u4fdd\u5b58\u4e3a\u8349\u7a3f\uff0c\u9876\u680f\u663e\u793a\u300c\u8349\u7a3f\u5df2\u4fdd\u5b58\u300d\u3002<\/p>\n<ul>\n<li><strong>\u57fa\u7840\u8bbe\u7f6e<\/strong>\uff1a\u5f00\u59cb\u65e5\u671f\u3001\u7ed3\u675f\u65e5\u671f\u3001\u521d\u59cb\u8d44\u91d1\u3001\u57fa\u51c6\u5408\u7ea6\u3002<\/li>\n<li><strong>\u89e6\u53d1\u5668<\/strong>\uff1a\u9010 Tick\u3001\u6bcf 1 \u5206\u949f\u3001\u6bcf 5 \u5206\u949f\u3001\u6bcf\u65e5\u3001\u81ea\u5b9a\u4e49\u65f6\u95f4\u3002\u9009\u300c\u6bcf\u65e5\u300d\u65f6\u6709\u300c\u65e5\u5185\u89e6\u53d1\u4e0a\u9650\u300d\uff081\uff5e100\uff0c\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter7\/\">1.8<\/a>\u3001<a href=\"https:\/\/khsci.com\/khQuant\/chapter13\/\">3.2<\/a>\uff09\uff1b\u9009\u300c\u81ea\u5b9a\u4e49\u65f6\u95f4\u300d\u65f6\u586b\u5f00\u59cb\u3001\u7ed3\u675f\u548c\u95f4\u9694\u540e\u70b9\u300c\u6309\u8303\u56f4\u751f\u6210\u300d\uff0c\u4e5f\u53ef\u4ee5\u5728\u6587\u672c\u6846\u91cc\u4e00\u884c\u5199\u4e00\u4e2a\u65f6\u95f4\u3002<\/li>\n<li><strong>\u4ea4\u6613\u6210\u672c<\/strong>\uff1a\u4f63\u91d1\u6bd4\u4f8b\u3001\u6700\u4f4e\u4f63\u91d1\u3001\u5370\u82b1\u7a0e\u7387\u3001\u6d41\u91cf\u8d39\u3001\u6ed1\u70b9\u65b9\u5f0f\u3002<\/li>\n<li><strong>\u76d8\u524d\u76d8\u540e\u56de\u8c03<\/strong>\uff1a\u5f00\u5173\u548c\u65f6\u95f4\uff0c\u9ed8\u8ba4 08:30:00\u300115:30:00\u3002<\/li>\n<li><strong>\u884c\u60c5\u6570\u636e<\/strong>\uff1aK \u7ebf\u5468\u671f\u3001\u590d\u6743\u65b9\u5f0f\u3001\u6700\u5c0f\u4ea4\u6613\u91cf\u548c\u6570\u636e\u5b57\u6bb5\u3002\u5468\u671f\u548c\u89e6\u53d1\u65b9\u5f0f\u5bf9\u4e0d\u4e0a\u65f6\u4f1a\u663e\u793a\u9ec4\u8272\u63d0\u793a\u3002<\/li>\n<li><strong>\u80a1\u7968\u6c60<\/strong>\uff1a\u6587\u672c\u6846\u4e00\u884c\u4e00\u4e2a\u4ee3\u7801\uff1b\u70b9\u5e38\u7528\u6c60\u6309\u94ae\u4f1a\u5408\u5e76\u52a0\u5165\u5e76\u53bb\u91cd\uff0c\u672c\u673a\u7f3a\u5c11\u67d0\u4e2a\u80a1\u7968\u6c60\u6587\u4ef6\u65f6\u6309\u94ae\u663e\u793a\u300c\u7f3a\u5931\u300d\uff1b\u4e5f\u53ef\u4ee5\u5bfc\u5165 CSV\/TXT\uff08\u4ee3\u7801\u5728\u7b2c\u4e00\u5217\uff09\u3002<\/li>\n<\/ul>\n<p>\u300c\u4fdd\u5b58\u7248\u672c\u300d\u4f1a\u628a\u5f53\u524d\u53c2\u6570\u5b58\u6210\u4e00\u4e2a\u6b63\u5f0f\u7684 <code>.kh<\/code> \u6587\u4ef6\uff0c\u653e\u5728\u9879\u76ee\u76ee\u5f55\u7684 <code>configs\\<\/code> \u4e0b\u3002\u7f51\u9875\u91cc\u4e0d\u80fd\u56de\u5230\u67d0\u4e2a\u65e7\u7248\u672c\uff1b\u9700\u8981\u65f6\uff0c\u7528\u684c\u9762\u7248\u300c\u52a0\u8f7d\u914d\u7f6e\u300d\u6216 <code>kh run<\/code> \u6253\u5f00\u8fd9\u4e2a\u6587\u4ef6\u3002<\/p>\n<p>\u9875\u9762\u6700\u4e0b\u65b9\u7684\u300c\u7b56\u7565\u6e90\u7801\u300d\u53ef\u4ee5\u5c55\u5f00\u67e5\u770b\uff0c\u53ea\u8bfb\u3002<\/p>\n\n<h2>6 \u8fd0\u884c\u56de\u6d4b<\/h2>\n<p>\u70b9\u300c\u8fd0\u884c\u56de\u6d4b\u300d\u3002\u5f00\u59cb\u524d\u4f1a\u505a\u4e00\u6b21\u9884\u68c0\uff0c\u6700\u591a 3 \u5206\u949f\uff1a<\/p>\n<ul>\n<li><strong>\u901a\u8fc7<\/strong>\uff1a\u76f4\u63a5\u5f00\u59cb\u3002<\/li>\n<li><strong>\u8b66\u544a<\/strong>\uff1a\u6d4f\u89c8\u5668\u5f39\u51fa\u786e\u8ba4\u6846\uff0c\u95ee\u662f\u5426\u4ecd\u7136\u7ee7\u7eed\u3002\u5e38\u89c1\u539f\u56e0\uff1a\u5468\u671f\u548c\u89e6\u53d1\u65b9\u5f0f\u4e0d\u4e00\u81f4\u3001\u90e8\u5206\u80a1\u7968\u6570\u636e\u4e0d\u5b8c\u6574\u3001\u89c4\u6a21\u592a\u5927\u8df3\u8fc7\u4e86\u524d\u7f6e\u626b\u63cf\u3002<\/li>\n<li><strong>\u963b\u65ad<\/strong>\uff1a\u9875\u9762\u9876\u90e8\u663e\u793a\u7ea2\u8272\u9519\u8bef\uff0c\u4e0d\u4f1a\u5f00\u59cb\u3002\u5e38\u89c1\u539f\u56e0\uff1a\u684c\u9762\u7248\u56de\u6d4b\u6570\u636e\u6e90\u4e0d\u662f DuckDB\u3001\u6570\u636e\u76ee\u5f55\u4e0d\u5b58\u5728\u3001\u7f3a\u5c11\u57fa\u51c6\u6570\u636e\u3001\u6240\u6709\u80a1\u7968\u90fd\u6ca1\u6709\u6570\u636e\u3002<\/li>\n<\/ul>\n<p>\u8fd0\u884c\u4e2d\u53f3\u680f\u663e\u793a\u72b6\u6001\u3001\u8fdb\u5ea6\u3001\u8fd0\u884c\u6807\u8bc6\u3001\u8fdb\u7a0b\u53f7\u548c\u5b9e\u65f6\u65e5\u5fd7\uff08\u6700\u540e 120 \u884c\uff09\uff0c\u5927\u7ea6\u6bcf 1.2 \u79d2\u5237\u65b0\u3002\u6309\u94ae\u53d8\u6210\u300c\u505c\u6b62\u56de\u6d4b\u300d\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-running.webp?v=4113836b\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-running.webp?v=4113836b\" width=\"780\" height=\"910\" alt=\"\u8fd0\u884c\u4e2d\u7684\u53f3\u680f\uff1a\u521a\u5f00\u59cb\u65f6\u663e\u793a\u300c\u542f\u52a8\u4e2d\u300d\uff0c\u6309\u94ae\u53d8\u6210\u300c\u505c\u6b62\u56de\u6d4b\u300d\" loading=\"lazy\"><\/a><figcaption>\u8fd0\u884c\u4e2d\u7684\u53f3\u680f\uff1a\u521a\u5f00\u59cb\u65f6\u663e\u793a\u300c\u542f\u52a8\u4e2d\u300d\uff0c\u6309\u94ae\u53d8\u6210\u300c\u505c\u6b62\u56de\u6d4b\u300d<\/figcaption><\/figure>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-run.webp?v=fa70700d\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-run.webp?v=fa70700d\" width=\"780\" height=\"910\" alt=\"\u8dd1\u5b8c\u540e\u7684\u53f3\u680f\uff1a\u8fdb\u5ea6 100%\u3001\u8fd0\u884c\u4fe1\u606f\u548c\u5b9e\u65f6\u65e5\u5fd7\uff0c\u6309\u94ae\u6062\u590d\u6210\u300c\u8fd0\u884c\u56de\u6d4b\u300d\" loading=\"lazy\"><\/a><figcaption>\u8dd1\u5b8c\u540e\u7684\u53f3\u680f\uff1a\u8fdb\u5ea6 100%\u3001\u8fd0\u884c\u4fe1\u606f\u548c\u5b9e\u65f6\u65e5\u5fd7\uff0c\u6309\u94ae\u6062\u590d\u6210\u300c\u8fd0\u884c\u56de\u6d4b\u300d<\/figcaption><\/figure>\n<ul>\n<li>\u7f51\u9875\u7aef\u540c\u4e00\u65f6\u95f4\u53ea\u80fd\u8dd1\u4e00\u4e2a\u56de\u6d4b\u3002<\/li>\n<li>\u5173\u6389\u6216\u5237\u65b0\u7f51\u9875\u4e0d\u4f1a\u4e2d\u65ad\u56de\u6d4b\uff0c\u91cd\u65b0\u6253\u5f00\u9875\u9762\u4f1a\u63a5\u7740\u663e\u793a\u8fdb\u5ea6\u3002<\/li>\n<li>\u505c\u6b62\u540e\u7684\u884c\u4e3a\u8ddf\u968f\u684c\u9762\u7248\u300c\u505c\u6b62\u540e\u76f4\u63a5\u9000\u51fa\u300d\u8bbe\u7f6e\uff1a\u5f00\u7740\u65f6\u7acb\u5373\u7ed3\u675f\uff1b\u5173\u7740\u65f6\u4f1a\u5148\u7b49\u51e0\u79d2\uff0c\u8ba9\u56de\u6d4b\u81ea\u5df1\u6536\u5c3e\u540e\u518d\u7ed3\u675f\u3002<\/li>\n<\/ul>\n\n<h2>7 \u770b\u7ed3\u679c\u548c\u62a5\u544a<\/h2>\n<p>\u56de\u6d4b\u7ed3\u675f\u540e\uff0c\u53f3\u680f\u7684\u300c\u672c\u6b21\u56de\u6d4b\u7ed3\u679c\u300d\u5361\u7247\u663e\u793a\u603b\u6536\u76ca\u3001\u5e74\u5316\u6536\u76ca\u3001\u6700\u5927\u56de\u64a4\u548c\u671f\u672b\u8d44\u4ea7\uff0c\u70b9\u5361\u7247\u5728\u65b0\u6807\u7b7e\u9875\u6253\u5f00 HTML \u62a5\u544a\u3002\u5982\u679c\u6709\u884c\u60c5\u56e0\u4e3a\u6570\u636e\u5e93\u88ab\u5360\u7528\u800c\u8df3\u8fc7\uff0c\u5361\u7247\u4e0a\u4f1a\u591a\u4e00\u884c\u9ec4\u8272\u63d0\u793a\u3002<\/p>\n<p>\u300c\u5386\u53f2\u7ed3\u679c\u300d\u9875\u5217\u51fa\u6240\u6709\u56de\u6d4b\uff0c\u684c\u9762\u7248\u3001\u547d\u4ee4\u884c\u548c\u7f51\u9875\u8dd1\u7684\u90fd\u5728\u8fd9\u91cc\uff0c\u300c\u6765\u6e90\u300d\u4e00\u5217\u533a\u5206\u3002\u6bcf\u9875 100 \u6761\uff0c\u4e0b\u65b9\u300c\u7ee7\u7eed\u52a0\u8f7d\u540e\u7eed\u7ed3\u679c\u300d\uff1b\u641c\u7d22\u6846\u53ea\u5728\u5df2\u52a0\u8f7d\u7684\u6761\u76ee\u91cc\u641c\u3002\u7ed3\u679c\u53ef\u4ee5\u5220\u9664\uff0c\u5220\u9664\u540e\u65e0\u6cd5\u6062\u590d\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-history.webp?v=2435194a\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-history.webp?v=2435194a\" width=\"1400\" height=\"319\" alt=\"\u5386\u53f2\u7ed3\u679c\u9875\" loading=\"lazy\"><\/a><figcaption>\u5386\u53f2\u7ed3\u679c\u9875<\/figcaption><\/figure>\n<p>\u62a5\u544a\u9875\u9876\u90e8\u6709\u300c\u56de\u6d4b\u7ed3\u679c \/ \u7b56\u7565\u6e90\u7801 \/ \u7b56\u7565\u914d\u7f6e\u300d\u4e09\u4e2a\u9875\u7b7e\uff0c\u56de\u6d4b\u7ed3\u679c\u91cc\u4f9d\u6b21\u662f\u5173\u952e\u6307\u6807\u3001\u51c0\u503c\u4e0e\u56de\u64a4\u66f2\u7ebf\u3001\u65e5\u6536\u76ca\u5206\u5e03\u3001\u6708\u5ea6\u6536\u76ca\u3001\u4ea4\u6613\u8bb0\u5f55\u548c\u4e2a\u80a1\u5206\u6790\u3002\u7ed3\u679c\u76ee\u5f55\u91cc\u8fd8\u6ca1\u6709\u62a5\u544a\u65f6\uff0c\u6253\u5f00\u65f6\u4f1a\u73b0\u573a\u751f\u6210\u3002\u62a5\u544a\u7684\u8bfb\u6cd5\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter9\/\">1.10<\/a>\u3002<\/p>\n\n<h2>8 \u7528\u624b\u673a\u8bbf\u95ee<\/h2>\n<p>\u9875\u9762\u4f1a\u81ea\u9002\u5e94\u624b\u673a\u5c4f\u5e55\uff1a\u4fa7\u680f\u53d8\u6210\u62bd\u5c49\uff0c\u5e95\u90e8\u51fa\u73b0\u300c\u5de5\u4f5c\u53f0 \/ \u7b56\u7565\u9879\u76ee \/ \u5386\u53f2\u7ed3\u679c \/ \u8bbe\u7f6e\u4e0e\u72b6\u6001\u300d\u56db\u4e2a\u5165\u53e3\u3002\u624b\u673a\u8981\u8fde\u5230\u7535\u8111\u4e0a\u7684\u670d\u52a1\uff0c\u6709\u4e24\u79cd\u529e\u6cd5\uff1a<\/p>\n<h3>8.1 \u540c\u4e00\u4e2a\u5c40\u57df\u7f51<\/h3>\n<pre><code>kh web &#45;&#45;host 0.0.0.0<\/code><\/pre>\n<p>\u8fd9\u65f6\u4f1a\u81ea\u52a8\u751f\u6210\u4e00\u4e2a\u8bbf\u95ee\u5bc6\u94a5\uff0c\u7ec8\u7aef\u6253\u5370\u4e24\u6761\u5e26 <code>access_key<\/code> \u7684\u94fe\u63a5\uff1a\u4e00\u6761\u7ed9\u672c\u673a\uff0c\u4e00\u6761\u662f\u300c\u5c40\u57df\u7f51\u5b89\u5168\u8bbf\u95ee: http:\/\/192.168.x.x:8766\/?access_key=\u2026\u300d\u3002\u628a\u5c40\u57df\u7f51\u90a3\u6761\u53d1\u5230\u624b\u673a\u4e0a\u6253\u5f00\u5373\u53ef\uff0c\u7b2c\u4e00\u6b21\u6253\u5f00\u540e\u5bc6\u94a5\u5b58\u5728\u6d4f\u89c8\u5668\u91cc\uff0c12 \u5c0f\u65f6\u5185\u4e0d\u7528\u518d\u5e26\u3002\u8fd9\u79cd\u6a21\u5f0f\u4e0b\u672c\u673a\u6d4f\u89c8\u5668\u4e5f\u8981\u7528\u5e26\u5bc6\u94a5\u7684\u94fe\u63a5\u3002Windows \u9632\u706b\u5899\u5f39\u7a97\u65f6\u8bf7\u5141\u8bb8\u4e13\u7528\u7f51\u7edc\u8bbf\u95ee\u3002<\/p>\n<div class=\"khq-tn-callout warn\"><div class=\"lbl\">\u6ce8\u610f<\/div><p>\u8bbf\u95ee\u5bc6\u94a5\u7b49\u4e8e\u8fd9\u4e2a\u5de5\u4f5c\u53f0\u7684\u94a5\u5319\uff0c\u4e0d\u8981\u53d1\u7ed9\u522b\u4eba\u3002\u5730\u7403\u56fe\u6807\u542f\u52a8\u7684\u670d\u52a1\u53ea\u76d1\u542c\u672c\u673a\uff0c\u624b\u673a\u8fde\u4e0d\u4e0a\uff0c\u8981\u7528\u4e0a\u9762\u7684\u547d\u4ee4\u53e6\u5916\u542f\u52a8\uff08\u5148\u5173\u6389\u5730\u7403\u56fe\u6807\u542f\u52a8\u7684\u90a3\u4e2a\uff0c\u6216\u8005\u6362\u4e00\u4e2a\u7aef\u53e3\uff09\u3002<\/p><\/div>\n<h3>8.2 \u4e34\u65f6\u5916\u7f51\u8bbf\u95ee<\/h3>\n<p>\u624b\u673a\u4e0d\u5728\u540c\u4e00\u4e2a\u7f51\u7edc\u65f6\uff0c\u5728\u7535\u8111\u6d4f\u89c8\u5668\u91cc\u6253\u5f00\u300c\u8bbe\u7f6e\u4e0e\u72b6\u6001\u300d\uff0c\u70b9\u300c\u5f00\u542f\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u300d\u3002\u8f6f\u4ef6\u4f1a\u901a\u8fc7 Cloudflare Quick Tunnel \u62ff\u5230\u4e00\u4e2a\u4e34\u65f6\u7684 https \u5730\u5740\uff0c\u72b6\u6001\u53d8\u6210\u300c\u4e34\u65f6\u8bbf\u95ee\u4e2d\u300d\u540e\uff0c\u9875\u9762\u663e\u793a\u8bbf\u95ee\u94fe\u63a5\u3001\u300c\u590d\u5236\u8bbf\u95ee\u94fe\u63a5\u300d\u300c\u6253\u5f00\u9a8c\u8bc1\u300d\u548c\u4e8c\u7ef4\u7801\uff0c\u7528\u624b\u673a\u626b\u7801\u5373\u53ef\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-tunnel.webp?v=695833fd\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-web-tunnel.webp?v=695833fd\" width=\"1200\" height=\"463\" alt=\"\u300c\u8bbe\u7f6e\u4e0e\u72b6\u6001\u300d\u9875\uff1a\u5de6\u8fb9\u662f\u53ea\u8bfb\u7684\u56de\u6d4b\u73af\u5883\uff0c\u53f3\u8fb9\u662f\u300c\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u300d\uff08\u672a\u5f00\u542f\uff09\" loading=\"lazy\"><\/a><figcaption>\u300c\u8bbe\u7f6e\u4e0e\u72b6\u6001\u300d\u9875\uff1a\u5de6\u8fb9\u662f\u53ea\u8bfb\u7684\u56de\u6d4b\u73af\u5883\uff0c\u53f3\u8fb9\u662f\u300c\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u300d\uff08\u672a\u5f00\u542f\uff09<\/figcaption><\/figure>\n<ul>\n<li>\u65b0\u5730\u5740\u53ef\u80fd\u8981\u7ea6 1 \u5206\u949f\u624d\u80fd\u8bbf\u95ee\uff0c\u6253\u4e0d\u5f00\u65f6\u7a0d\u7b49\u518d\u8bd5\u3002<\/li>\n<li>\u53ea\u80fd\u5728\u8fd0\u884c\u670d\u52a1\u7684\u8fd9\u53f0\u7535\u8111\u4e0a\u5f00\u542f\u6216\u5173\u95ed\u3002\u6bcf\u6b21\u5f00\u542f\u90fd\u662f\u65b0\u5730\u5740\u3001\u65b0\u5bc6\u94a5\uff1b\u70b9\u300c\u5173\u95ed\u4e34\u65f6\u8bbf\u95ee\u300d\u6216\u9000\u51fa Web \u670d\u52a1\u540e\uff0c\u94fe\u63a5\u7acb\u5373\u5931\u6548\u3002<\/li>\n<li>Windows \u548c macOS \u5b89\u88c5\u7248\u5df2\u5185\u7f6e\u6240\u9700\u7684 cloudflared \u7ec4\u4ef6\u3002Linux \u6216\u6e90\u7801\u8fd0\u884c\u8981\u81ea\u5df1\u4ece Cloudflare \u5b98\u65b9\u5b89\u88c5\uff0c\u5e76\u653e\u8fdb PATH\uff08\u6216\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf <code>KHQUANT_CLOUDFLARED_PATH<\/code>\uff09\uff1b\u6ca1\u88c5\u65f6\u6309\u94ae\u662f\u7070\u7684\uff0c\u63d0\u793a\u300c\u5f53\u524d\u5b89\u88c5\u7f3a\u5c11\u4e34\u65f6\u8bbf\u95ee\u7ec4\u4ef6\u300d\u3002<\/li>\n<li>\u8fd9\u662f\u5b9e\u9a8c\u6027\u529f\u80fd\uff0c\u80fd\u5426\u8fde\u901a\u53d6\u51b3\u4e8e\u7f51\u7edc\u73af\u5883\u3002<\/li>\n<\/ul>\n<h3>8.3 \u8fdc\u7a0b\u8bbf\u95ee\u80fd\u505a\u4ec0\u4e48<\/h3>\n<p>\u901a\u8fc7\u5c40\u57df\u7f51\u6216\u4e34\u65f6\u94fe\u63a5\u8bbf\u95ee\u65f6\uff0c\u53ef\u4ee5\u8dd1\u56de\u6d4b\u3001\u505c\u6b62\u3001\u770b\u62a5\u544a\u3001\u5220\u9664\u7ed3\u679c\u3001\u4e0a\u4f20\u9879\u76ee\uff1b\u770b\u4e0d\u5230\u672c\u673a\u7684\u8def\u5f84\uff08\u663e\u793a\u4e3a\u300c\u4ec5\u670d\u52a1\u5668\u672c\u673a\u53ef\u89c1\u300d\uff09\uff0c\u4e0d\u80fd\u6309\u8def\u5f84\u5bfc\u5165\uff0c\u4e5f\u4e0d\u80fd\u5f00\u5173\u4e34\u65f6\u8bbf\u95ee\u3002\u62a5\u544a\u91cc\u5305\u542b\u7b56\u7565\u6e90\u7801\u548c\u914d\u7f6e\uff0c\u5206\u4eab\u94fe\u63a5\u65f6\u8bf7\u6ce8\u610f\u3002<\/p>\n\n<h2>9 \u56fa\u5b9a\u57df\u540d\uff08\u8fdb\u9636\uff09<\/h2>\n<p>\u60f3\u957f\u671f\u7528\u81ea\u5df1\u7684\u57df\u540d\u8bbf\u95ee\uff0c\u53ef\u4ee5\u5728\u524d\u9762\u653e\u4e00\u4e2a\u53cd\u5411\u4ee3\u7406\uff08\u5982 Nginx\uff09\u8f6c\u53d1\u5230 <code>127.0.0.1:8766<\/code>\u3002\u8981\u70b9\uff1a<\/p>\n<ul>\n<li>\u53cd\u5411\u4ee3\u7406\u8981\u628a\u539f\u59cb Host \u4f20\u7ed9\u540e\u7aef\uff0c\u5e76\u628a\u57df\u540d\u52a0\u8fdb\u73af\u5883\u53d8\u91cf <code>KHQUANT_WEB_ALLOWED_HOSTS<\/code>\uff08\u9017\u53f7\u5206\u9694\uff09\uff0c\u5426\u5219\u4f1a\u88ab\u62d2\u7edd\u3002\u652f\u6301\u5b50\u8def\u5f84\u90e8\u7f72\u3002<\/li>\n<li>\u4ee5 <code>127.0.0.1<\/code> \u76d1\u542c\u65f6\u7f51\u9875\u672c\u8eab\u4e0d\u8981\u6c42\u5bc6\u94a5\uff0c\u672a\u5f00\u542f\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u65f6\uff0c\u7ecf\u53cd\u5411\u4ee3\u7406\u8fc7\u6765\u7684\u516c\u7f51\u8bf7\u6c42\u4e5f\u4e0d\u9700\u8981\u4efb\u4f55\u5bc6\u94a5\u3002<strong>\u4e00\u5b9a\u8981\u5728\u53cd\u5411\u4ee3\u7406\u5c42\u52a0\u81ea\u5df1\u7684\u767b\u5f55\u8ba4\u8bc1<\/strong>\uff0c\u6216\u8005\u53e6\u8bbe <code>KHQUANT_WEB_ACCESS_KEY<\/code> \u52a0\u4e00\u9053\u5bc6\u94a5\u3002<\/li>\n<\/ul>\n\n<h2>10 \u548c\u684c\u9762\u7248\u5171\u7528\u4ec0\u4e48<\/h2>\n<div class=\"khq-tn-table\"><table>\n<thead><tr><th style=\"text-align:left;\">\u5185\u5bb9<\/th><th style=\"text-align:left;\">\u662f\u5426\u5171\u7528<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u8bbe\u7f6e\uff08<code>settings.json<\/code>\uff09<\/td><td>\u5171\u7528\uff0c\u7f51\u9875\u91cc\u53ea\u8bfb<\/td><\/tr>\n<tr><td>DuckDB \u6570\u636e\u76ee\u5f55<\/td><td>\u5171\u7528<\/td><\/tr>\n<tr><td>\u56de\u6d4b\u7ed3\u679c\u548c\u5386\u53f2<\/td><td>\u5171\u7528\uff0c\u4e09\u7aef\u770b\u5230\u7684\u662f\u540c\u4e00\u6279<\/td><\/tr>\n<tr><td>\u80a1\u7968\u6c60\u6587\u4ef6<\/td><td>\u5171\u7528<\/td><\/tr>\n<tr><td>\u7b56\u7565\u9879\u76ee<\/td><td>\u4e0d\u5171\u7528\uff0c\u7f51\u9875\u9879\u76ee\u5728 <code>web\\projects<\/code> \u4e0b<\/td><\/tr>\n<\/tbody>\n<\/table><\/div>\n\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p class=\"q\"><strong>\u95ee\uff1a\u70b9\u5730\u7403\u56fe\u6807\u63d0\u793a\u7aef\u53e3 8766 \u5df2\u88ab\u5176\u4ed6\u7a0b\u5e8f\u5360\u7528\uff1f<\/strong><br>\n\u7b54\uff1a\u6709\u522b\u7684\u7a0b\u5e8f\u5360\u7740 8766\u3002\u5173\u6389\u5b83\uff0c\u6216\u8005\u7528 <code>kh web &#45;&#45;port 8800<\/code> \u6362\u4e2a\u7aef\u53e3\u542f\u52a8\u3002\u542f\u52a8\u5931\u8d25\u7684\u8be6\u7ec6\u65e5\u5fd7\u5728 <code>~\\.khquant\\web\\logs\\web_service.log<\/code>\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u5de5\u5177\u680f\u4e0a\u6ca1\u6709\u5730\u7403\u56fe\u6807\uff1f<\/strong><br>\n\u7b54\uff1a\u5f53\u524d\u5b89\u88c5\u7684\u7248\u672c\u4e0d\u542b Web \u6a21\u5757\u3002\u8bf7\u4ece <a href=\"https:\/\/khsci.com\/khQuant\/beta\/\">\u5185\u6d4b\u7248\u4e0b\u8f7d\u9875<\/a>\u4e0b\u8f7d\u5b8c\u6574\u5b89\u88c5\u5305\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u9884\u68c0\u63d0\u793a\u300c\u7f51\u9875\u56de\u6d4b\u4ec5\u652f\u6301 DuckDB \u6570\u636e\u6e90\u300d\uff1f<\/strong><br>\n\u7b54\uff1a\u5230\u684c\u9762\u7248\u300c\u8bbe\u7f6e \u2192 \u6570\u636e\u8bbe\u7f6e\u300d\u628a\u56de\u6d4b\u6570\u636e\u6e90\u6539\u56de\u300cDuckDB\u672c\u5730\u6570\u636e\u5e93\u300d\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u600e\u4e48\u5173\u6389 Web \u670d\u52a1\uff1f<\/strong><br>\n\u7b54\uff1a\u7528\u547d\u4ee4\u542f\u52a8\u7684\uff0c\u5728\u7ec8\u7aef\u6309 Ctrl+C\u3002\u7528\u5730\u7403\u56fe\u6807\u542f\u52a8\u7684\uff0c\u754c\u9762\u4e0a\u6ca1\u6709\u5173\u95ed\u6309\u94ae\uff0c\u53ef\u4ee5\u5728\u4efb\u52a1\u7ba1\u7406\u5668\u91cc\u7ed3\u675f\u5bf9\u5e94\u7684 <code>kh.exe<\/code> \u8fdb\u7a0b\uff0c\u6216\u8005\u91cd\u542f\u7535\u8111\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u300c\u5f00\u542f\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\u300d\u6309\u94ae\u662f\u7070\u7684\uff1f<\/strong><br>\n\u7b54\uff1a\u8fd9\u4e2a\u6309\u94ae\u53ea\u51fa\u73b0\u5728\u8fd0\u884c\u670d\u52a1\u7684\u7535\u8111\u672c\u673a\u4e0a\uff1b\u7070\u8272\u8868\u793a\u7f3a\u5c11\u4e34\u65f6\u8bbf\u95ee\u7ec4\u4ef6 cloudflared\uff08\u9875\u9762\u4f1a\u63d0\u793a\u300c\u5f53\u524d\u5b89\u88c5\u7f3a\u5c11\u4e34\u65f6\u8bbf\u95ee\u7ec4\u4ef6\u300d\uff0cLinux \u548c\u6e90\u7801\u8fd0\u884c\u8981\u81ea\u5df1\u88c5\uff09\u3002\u4ece\u522b\u7684\u7535\u8111\u6216\u624b\u673a\u8bbf\u95ee\u65f6\u4e0d\u4f1a\u663e\u793a\u8fd9\u4e2a\u6309\u94ae\uff0c\u53ea\u4f1a\u770b\u5230\u300c\u6b63\u5728\u901a\u8fc7\u4e34\u65f6\u5b89\u5168\u94fe\u63a5\u8bbf\u95ee\u300d\u7684\u63d0\u793a\uff0c\u89c1<a href=\"https:\/\/khsci.com\/khQuant\/troubleshooting\/\">\u9644\u5f55 B<\/a> \u7b2c 7 \u8282\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u624b\u673a\u6253\u4e0d\u5f00\u4e34\u65f6\u94fe\u63a5\uff1f<\/strong><br>\n\u7b54\uff1a\u65b0\u5730\u5740\u53ef\u80fd\u8981\u7ea6 1 \u5206\u949f\u751f\u6548\uff0c\u7a0d\u7b49\u518d\u8bd5\uff1b\u4ecd\u4e0d\u884c\u5c31\u5173\u95ed\u540e\u91cd\u65b0\u5f00\u542f\uff0c\u6362\u4e00\u4e2a\u5730\u5740\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1aMac \u4e0a\u70b9\u300c\u9009\u62e9\u4e00\u4e2a .kh \u914d\u7f6e\u6587\u4ef6\u300d\u62a5\u9519\uff1f<\/strong><br>\n\u7b54\uff1a\u8fd9\u4e2a\u6309\u94ae\u53ea\u652f\u6301 Windows\uff0c\u5728 Mac \u4e0a\u8bf7\u624b\u52a8\u8f93\u5165\u5b8c\u6574\u8def\u5f84\u3002<\/p>\n\n<p style=\"color:#888;font-size:.9em;\">\u672c\u7bc7\u57fa\u4e8e V3.4.1.10 \u7f16\u5199\u3002<\/p>\n\n<nav class=\"khq-tn-nav\"><a class=\"prev\" href=\"https:\/\/khsci.com\/khQuant\/linux\/\"><span>\u4e0a\u4e00\u7bc7<\/span>2.5 Linux<\/a><a class=\"next\" href=\"https:\/\/khsci.com\/khQuant\/chapter2-3\/\"><span>\u4e0b\u4e00\u7bc7<\/span>2.7 \u5185\u7f6e\u7f16\u8f91\u5668<\/a><\/nav>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>\u9002\u7528\u7248\u672c V3 WindowsmacOSLinux \u4f60\u7684\u6d4f\u89c8\u5668\u4e0d\u652f\u6301\u89c6\u9891\u64ad\u653e\uff0c\u53ef\u4ee5\u4e0b\u8f7d\u89c6\u9891\u89c2\u770b\u3002 \u672c\u7bc7\u91cd\u70b9\uff1a\u672c [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template\/caidan.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-1360","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1360","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/types\/page"}],"replies":[{"embeddable":true,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/comments?post=1360"}],"version-history":[{"count":3,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1360\/revisions"}],"predecessor-version":[{"id":1364,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1360\/revisions\/1364"}],"wp:attachment":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/media?parent=1360"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}