{"id":318,"date":"2025-06-12T22:42:33","date_gmt":"2025-06-12T14:42:33","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=318"},"modified":"2026-10-11T19:40:10","modified_gmt":"2026-10-11T11:40:10","slug":"chapter5","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/chapter5\/","title":{"rendered":"1.6 \u4e3b\u754c\u9762\u4e00\u89c8"},"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 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26px;\"><strong>\u672c\u7bc7\u91cd\u70b9\uff1a<\/strong>\u672c\u7bc7\u5e26\u4f60\u8ba4\u8bc6\u4e3b\u754c\u9762\u7684\u4e94\u4e2a\u533a\u57df\uff0c\u4ee5\u53ca\u6bcf\u4e2a\u6309\u94ae\u548c\u9762\u677f\u662f\u505a\u4ec0\u4e48\u7684\u3002<\/p>\n<h2>1 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V2.2\u300d\uff1b\u52a0\u8f7d\u4e86\u914d\u7f6e\u6587\u4ef6\u540e\uff0c\u6807\u9898\u672b\u5c3e\u8fd8\u4f1a\u663e\u793a\u914d\u7f6e\u6587\u4ef6\u540d\uff0c\u4f8b\u5982\u300c\u770b\u6d77\u91cf\u5316\u56de\u6d4b\u7cfb\u7edf V2.2 &#45; \u30101-MA\u7b56\u7565\u6848\u4f8b\u3011\u53cc\u5747\u7ebf\u7cbe\u7b80_\u4f7f\u7528khMA\u51fd\u6570.kh\u300d\uff0c\u65b9\u4fbf\u786e\u8ba4\u5f53\u524d\u7528\u7684\u662f\u54ea\u4efd\u914d\u7f6e\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-window-layout.webp?v=d1033420\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-window-layout.webp?v=d1033420\" width=\"1920\" height=\"1011\" alt=\"\u4e3b\u754c\u9762\uff08\u7a97\u53e3\u6700\u5927\u5316\uff09\u7684\u4e94\u4e2a\u533a\u57df\uff1a\u2460\u5de5\u5177\u680f\u3001\u2461\u5de6\u4fa7\u9762\u677f\u3001\u2462\u4e2d\u95f4\u9762\u677f\u3001\u2463\u53f3\u4fa7\u9762\u677f\u3001\u2464\u72b6\u6001\u680f\" loading=\"lazy\"><\/a><figcaption>\u4e3b\u754c\u9762\uff08\u7a97\u53e3\u6700\u5927\u5316\uff09\u7684\u4e94\u4e2a\u533a\u57df\uff1a\u2460\u5de5\u5177\u680f\u3001\u2461\u5de6\u4fa7\u9762\u677f\u3001\u2462\u4e2d\u95f4\u9762\u677f\u3001\u2463\u53f3\u4fa7\u9762\u677f\u3001\u2464\u72b6\u6001\u680f<\/figcaption><\/figure>\n<h2>2 \u9876\u90e8\u5de5\u5177\u680f<\/h2>\n<p>\u5de5\u5177\u680f\u4ece\u5de6\u5230\u53f3\u4f9d\u6b21\u662f\uff1a<\/p>\n<div class=\"khq-tn-table\">\n<table>\n<thead>\n<tr>\n<th style=\"text-align: left;\">\u6309\u94ae<\/th>\n<th style=\"text-align: left;\">\u4f5c\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left;\">\u52a0\u8f7d\u914d\u7f6e<\/td>\n<td style=\"text-align: left;\">\u6253\u5f00\u4e00\u4e2a <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\uff0c\u628a\u91cc\u9762\u7684\u53c2\u6570\u586b\u5230\u754c\u9762\u4e0a\u3002\u7b2c\u4e00\u6b21\u6253\u5f00\u65f6\u5b9a\u4f4d\u5230\u7528\u6237\u7b56\u7565\u76ee\u5f55\uff0c\u4e4b\u540e\u8bb0\u4f4f\u4e0a\u4e00\u6b21\u7684\u4f4d\u7f6e\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u4fdd\u5b58\u914d\u7f6e<\/td>\n<td style=\"text-align: left;\">\u628a\u754c\u9762\u4e0a\u7684\u5f53\u524d\u53c2\u6570\u4fdd\u5b58\u5230\u5f53\u524d\u6253\u5f00\u7684 <code>.kh<\/code> \u6587\u4ef6\uff0c\u8986\u76d6\u524d\u4f1a\u5f39\u6846\u786e\u8ba4\u3002\u8fd8\u6ca1\u6709\u6253\u5f00\u8fc7\u914d\u7f6e\u6587\u4ef6\u65f6\uff0c\u6548\u679c\u540c\u300c\u914d\u7f6e\u53e6\u5b58\u4e3a\u300d\u3002\u4ece\u56de\u6d4b\u5386\u53f2\u8fd8\u539f\u914d\u7f6e\u4e4b\u540e\uff0c\u6548\u679c\u4e5f\u540c\u300c\u914d\u7f6e\u53e6\u5b58\u4e3a\u300d\uff0c\u4e0d\u4f1a\u8986\u76d6\u4e4b\u524d\u6253\u5f00\u7684\u914d\u7f6e\u6587\u4ef6\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u914d\u7f6e\u53e6\u5b58\u4e3a<\/td>\n<td style=\"text-align: left;\">\u628a\u5f53\u524d\u53c2\u6570\u4fdd\u5b58\u6210\u4e00\u4e2a\u65b0\u7684 <code>.kh<\/code> \u6587\u4ef6\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u5f00\u59cb\u8fd0\u884c<\/td>\n<td style=\"text-align: left;\">\u7eff\u8272\u6309\u94ae\u3002\u6309\u5f53\u524d\u53c2\u6570\u5f00\u59cb\u56de\u6d4b\uff0c\u56de\u6d4b\u524d\u4f1a\u5148\u505a\u6570\u636e\u68c0\u67e5\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u505c\u6b62\u8fd0\u884c<\/td>\n<td style=\"text-align: left;\">\u7ea2\u8272\u6309\u94ae\u3002\u5e73\u65f6\u662f\u7070\u8272\uff0c\u56de\u6d4b\u8fd0\u884c\u4e2d\u624d\u80fd\u70b9\uff0c\u7528\u6765\u4e2d\u6b62\u56de\u6d4b\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u6570\u636e\u7ba1\u7406<\/td>\n<td style=\"text-align: left;\">\u6253\u5f00\u300c\u770b\u6d77\u6570\u636e\u7ba1\u7406\u6a21\u5757\u300d\u7a97\u53e3\uff0c\u4e0b\u8f7d\u548c\u67e5\u770b\u884c\u60c5\u6570\u636e\uff08\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter10\/\">1.4<\/a>\u3001<a href=\"https:\/\/khsci.com\/khQuant\/data-maintenance\/\">1.11<\/a>\uff09\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u8bbe\u7f6e<\/td>\n<td style=\"text-align: left;\">\u6253\u5f00\u300c\u8f6f\u4ef6\u8bbe\u7f6e\u300d\u7a97\u53e3\uff0c\u6709\u300c\u57fa\u672c\u8bbe\u7f6e\u300d\u300c\u6570\u636e\u8bbe\u7f6e\u300d\u300c\u56de\u6d4b\u6027\u80fd\u300d\u4e09\u4e2a\u9875\u7b7e\uff08\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter11\/\">1.12<\/a>\uff09\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u5de5\u5177\u680f\u53f3\u4fa7\u8fd8\u6709\u51e0\u9879\uff1a<\/p>\n<div class=\"khq-tn-table\">\n<table>\n<thead>\n<tr>\n<th style=\"text-align: left;\">\u9879\u76ee<\/th>\n<th style=\"text-align: left;\">\u4f5c\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"text-align: left;\">\u5185\u5b58\u5360\u7528<\/td>\n<td style=\"text-align: left;\">\u663e\u793a\u4e3a\u300c\u5df2\u7528G\/\u603bG\u300d\uff0c\u662f\u6574\u53f0\u7535\u8111\u7684\u5185\u5b58\u5360\u7528\uff0c\u6bcf 5 \u79d2\u5237\u65b0\u4e00\u6b21\u3002\u56de\u6d4b\u5927\u80a1\u7968\u6c60\u3001\u5206\u949f\u7ebf\u65f6\u53ef\u4ee5\u7559\u610f\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u6570\u636e\u72b6\u6001\u6307\u793a\u706f<\/td>\n<td style=\"text-align: left;\">\u5706\u70b9\u3002\u7eff\u8272\u8868\u793a\u6570\u636e\u76ee\u5f55\u91cc\u5df2\u6709\u6570\u636e\u5e93\u6587\u4ef6\uff08\u6caa\u6df1300 \u57fa\u51c6\u4e5f\u7b97\uff09\uff1b\u7ea2\u8272\u8868\u793a\u6570\u636e\u76ee\u5f55\u4e3a\u7a7a\u3001\u4e0d\u5b58\u5728\u6216\u6ca1\u6709\u8bbe\u7f6e\u3002\u9f20\u6807\u60ac\u505c\u663e\u793a\u5177\u4f53\u72b6\u6001\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">?<\/td>\n<td style=\"text-align: left;\">\u5728\u6d4f\u89c8\u5668\u91cc\u6253\u5f00\u5b98\u7f51\u7684\u5728\u7ebf\u6559\u7a0b\u9875\u9762\u3002<\/td>\n<\/tr>\n<tr>\n<td style=\"text-align: left;\">\u4e86\u89e3 V3<\/td>\n<td style=\"text-align: left;\">\u6700\u53f3\u8fb9\u7684\u5f69\u8272\u6309\u94ae\uff0c\u6253\u5f00 V3 \u7684\u529f\u80fd\u4ecb\u7ecd\u548c\u4e24\u4e2a\u7248\u672c\u7684\u5bf9\u6bd4\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-toolbar.webp?v=c72fef80\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-toolbar.webp?v=c72fef80\" width=\"1920\" height=\"42\" alt=\"\u5de5\u5177\u680f\u6574\u6761\uff1a\u5de6\u8fb9\u662f\u914d\u7f6e\u548c\u8fd0\u884c\u6309\u94ae\uff0c\u53f3\u8fb9\u662f\u5185\u5b58\u5360\u7528\u3001\u6570\u636e\u72b6\u6001\u6307\u793a\u706f\u3001\u300c?\u300d\u548c\u300c\u4e86\u89e3 V3\u300d\" loading=\"lazy\"><\/a><figcaption>\u5de5\u5177\u680f\u6574\u6761\uff1a\u5de6\u8fb9\u662f\u914d\u7f6e\u548c\u8fd0\u884c\u6309\u94ae\uff0c\u53f3\u8fb9\u662f\u5185\u5b58\u5360\u7528\u3001\u6570\u636e\u72b6\u6001\u6307\u793a\u706f\u3001\u300c?\u300d\u548c\u300c\u4e86\u89e3 V3\u300d<\/figcaption><\/figure>\n<div class=\"khq-tn-callout tip\">\n<div class=\"lbl\">\u63d0\u793a<\/div>\n<p>\u300c\u505c\u6b62\u8fd0\u884c\u300d\u7684\u6548\u679c\u53d7\u300c\u8bbe\u7f6e \u2192 \u57fa\u672c\u8bbe\u7f6e \u2192 \u505c\u6b62\u540e\u76f4\u63a5\u9000\u51fa\u300d\u63a7\u5236\u3002\u8fd9\u4e00\u9879\u9ed8\u8ba4\u5f00\u542f\uff1a\u70b9\u505c\u6b62\u540e\u76f4\u63a5\u7ed3\u675f\uff0c\u4e0d\u663e\u793a\u8fd0\u884c\u62a5\u544a\uff0c\u4e5f\u4e0d\u4fdd\u5b58\u56de\u6d4b\u8bb0\u5f55\u3002<\/p>\n<\/div>\n<div class=\"khq-tn-v3\">\n<div class=\"v3-head\"><span class=\"v3-badge\">V3 \u5dee\u5f02<\/span><span class=\"v3-title\">V3 \u7684\u5de5\u5177\u680f\u591a\u4e24\u4e2a\u5165\u53e3<\/span><\/div>\n<div class=\"v3-body\">\n<p>V3 \u7684\u5de5\u5177\u680f\u5728\u300c\u8bbe\u7f6e\u300d\u53f3\u8fb9\u8fd8\u6709\uff1a<\/p>\n<ul>\n<li><strong>\u300c\u7f16\u8f91\u5668\u300d\u6309\u94ae<\/strong>\uff1a\u6253\u5f00\u5185\u7f6e\u7684 VSCode \u7f16\u8f91\u5668\uff0c\u5199\u7b56\u7565\u3001\u6253\u65ad\u70b9\u8c03\u8bd5\u3002\u5185\u7f6e\u7f16\u8f91\u5668\u548c\u65ad\u70b9\u8c03\u8bd5\u53ea\u6709 Windows \u7248\u63d0\u4f9b\uff0cmacOS \u7248\u6ca1\u6709\u8fd9\u4e2a\u6309\u94ae\uff1b<\/li>\n<li><strong>\u5730\u7403\u56fe\u6807<\/strong>\uff1a\u6253\u5f00 Web \u56de\u6d4b\u5de5\u4f5c\u53f0\uff0c\u5728\u6d4f\u89c8\u5668\u91cc\u8dd1\u56de\u6d4b\u3001\u770b\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u4e24\u8005\u7684\u7528\u6cd5\u89c1<a href=\"https:\/\/khsci.com\/khQuant\/chapter2-3\/\">2.7<\/a>\u300a\u5185\u7f6e\u7f16\u8f91\u5668\u300b\u3001<a href=\"https:\/\/khsci.com\/khQuant\/web-backtest\/\">2.6<\/a>\u300aWeb \u7aef\u300b\u3002<\/p>\n<\/div>\n<\/div>\n<h2>3 \u5de6\u4fa7\u9762\u677f\uff1a\u7b56\u7565\u4e0e\u56de\u6d4b\u53c2\u6570<\/h2>\n<p>\u5de6\u4fa7\u9762\u677f\u5185\u5bb9\u8f83\u591a\uff0c\u53ef\u4ee5\u7528\u9f20\u6807\u6eda\u8f6e\u4e0a\u4e0b\u6eda\u52a8\u3002\u9f20\u6807\u505c\u5728\u4e0b\u62c9\u6846\u3001\u65e5\u671f\u6846\u4e0a\u6eda\u52a8\u65f6\uff0c\u4e0d\u4f1a\u6539\u52a8\u91cc\u9762\u7684\u503c\uff0c\u53ea\u4f1a\u6eda\u52a8\u9762\u677f\u3002<br \/>\n\u4ece\u4e0a\u5230\u4e0b\u5206\u4e3a\uff1a<\/p>\n<ul>\n<li><strong>\u7b56\u7565\u914d\u7f6e<\/strong><\/li>\n<li>\u7b56\u7565\u6587\u4ef6\uff1a\u663e\u793a\u5f53\u524d\u7b56\u7565 <code>.py<\/code> \u6587\u4ef6\u7684\u8def\u5f84\uff0c\u70b9\u53f3\u4fa7\u300c\u9009\u62e9\u7b56\u7565\u6587\u4ef6\u300d\u66f4\u6362\u3002<\/li>\n<li>\u8fd0\u884c\u6a21\u5f0f\uff1a\u56fa\u5b9a\u663e\u793a\u300c\u56de\u6d4b\u300d\uff0c\u4e0d\u80fd\u4fee\u6539\u3002<\/li>\n<li><strong>\u56de\u6d4b\u53c2\u6570<\/strong><\/li>\n<li>\u57fa\u51c6\u5408\u7ea6\uff1a\u7528\u6765\u548c\u7b56\u7565\u6536\u76ca\u505a\u5bf9\u6bd4\u7684\u6307\u6570\uff0c\u9ed8\u8ba4 <code>000300.SH<\/code>\uff08\u6caa\u6df1300\uff09\u3002<\/li>\n<li>\u4ea4\u6613\u6210\u672c\u8bbe\u7f6e\uff1a\u6700\u4f4e\u4f63\u91d1(\u5143)\u3001\u4f63\u91d1\u6bd4\u4f8b\u3001\u5356\u51fa\u5370\u82b1\u7a0e\u3001\u6d41\u91cf\u8d39(\u5143\/\u7b14)\u3001\u6ed1\u70b9\u7c7b\u578b\u3001\u6ed1\u70b9\u503c\u3002<\/li>\n<li>\u56de\u6d4b\u65f6\u95f4\u8bbe\u7f6e\uff1a\u5f00\u59cb\u65e5\u671f\u3001\u7ed3\u675f\u65e5\u671f\u3002<\/li>\n<li>\u6570\u636e\u8bbe\u7f6e\uff1a\u590d\u6743\u65b9\u5f0f\u3001\u5468\u671f\u7c7b\u578b\u3001\u6570\u636e\u5b57\u6bb5\u3002<\/li>\n<li>\u80a1\u7968\u6c60\u8bbe\u7f6e\uff1a\u677f\u5757\u52fe\u9009\u6846\u3001\u81ea\u9009\u6e05\u5355\u3001\u80a1\u7968\u5217\u8868\uff0c\u4ee5\u53ca\u300c\u6dfb\u52a0\u80a1\u7968\u300d\u300c\u5bfc\u5165\u80a1\u7968\u300d\u300c\u5220\u9664\u9009\u4e2d\u300d\u300c\u6e05\u7a7a\u5217\u8868\u300d\u56db\u4e2a\u6309\u94ae\u3002<\/li>\n<\/ul>\n<p>\u6bcf\u4e00\u9879\u7684\u542b\u4e49\u548c\u586b\u6cd5\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter6\/\">1.7<\/a>\u300a\u56de\u6d4b\u914d\u7f6e\u8be6\u89e3\u300b\u3002<\/p>\n<div class=\"khq-tn-figrow\">\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-left-top.webp?v=357340e2\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-left-top.webp?v=357340e2\" width=\"632\" height=\"913\" alt=\"\u5de6\u4fa7\u9762\u677f\u4e0a\u534a\u90e8\u5206\uff1a\u7b56\u7565\u914d\u7f6e\u3001\u57fa\u51c6\u5408\u7ea6\u3001\u4ea4\u6613\u6210\u672c\u8bbe\u7f6e\u3001\u56de\u6d4b\u65f6\u95f4\u8bbe\u7f6e\" loading=\"lazy\"><\/a><figcaption>\u5de6\u4fa7\u9762\u677f\u4e0a\u534a\u90e8\u5206\uff1a\u7b56\u7565\u914d\u7f6e\u3001\u57fa\u51c6\u5408\u7ea6\u3001\u4ea4\u6613\u6210\u672c\u8bbe\u7f6e\u3001\u56de\u6d4b\u65f6\u95f4\u8bbe\u7f6e<\/figcaption><\/figure>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-left-bottom.webp?v=45db2523\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-left-bottom.webp?v=45db2523\" width=\"632\" height=\"913\" alt=\"\u5de6\u4fa7\u9762\u677f\u5f80\u4e0b\u6eda\u52a8\u540e\uff1a\u6570\u636e\u8bbe\u7f6e\u548c\u80a1\u7968\u6c60\u8bbe\u7f6e\" loading=\"lazy\"><\/a><figcaption>\u5de6\u4fa7\u9762\u677f\u5f80\u4e0b\u6eda\u52a8\u540e\uff1a\u6570\u636e\u8bbe\u7f6e\u548c\u80a1\u7968\u6c60\u8bbe\u7f6e<\/figcaption><\/figure>\n<\/div>\n<h2>4 \u4e2d\u95f4\u9762\u677f\uff1a\u89e6\u53d1\u65b9\u5f0f\u4e0e\u8d26\u6237<\/h2>\n<p>\u4e2d\u95f4\u9762\u677f\u4ece\u4e0a\u5230\u4e0b\u5206\u4e3a\u4e09\u7ec4\uff1a<\/p>\n<ul>\n<li><strong>\u89e6\u53d1\u65b9\u5f0f\u8bbe\u7f6e<\/strong>\uff1a\u9009\u62e9\u7b56\u7565\u5728\u4ec0\u4e48\u65f6\u5019\u8fd0\u884c\u4e00\u6b21\uff0c\u300c\u89e6\u53d1\u7c7b\u578b\u300d\u6709 Tick\u89e6\u53d1\u30011\u5206\u949fK\u7ebf\u89e6\u53d1\u30015\u5206\u949fK\u7ebf\u89e6\u53d1\u3001\u65e5K\u7ebf\u89e6\u53d1\u3001\u81ea\u5b9a\u4e49\u5b9a\u65f6\u89e6\u53d1\u4e94\u79cd\u3002\u9009\u300c\u65e5K\u7ebf\u89e6\u53d1\u300d\u65f6\u4f1a\u591a\u51fa\u300c\u65e5\u5185\u89e6\u53d1\u4e0a\u9650\u300d\uff1b\u9009\u300c\u81ea\u5b9a\u4e49\u5b9a\u65f6\u89e6\u53d1\u300d\u65f6\u4f1a\u51fa\u73b0\u65f6\u95f4\u70b9\u5217\u8868\u548c\u300c\u65f6\u95f4\u70b9\u751f\u6210\u5668\u300d\u3002\u8be6\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter7\/\">1.8<\/a>\u3002<\/li>\n<li><strong>\u8d26\u6237\u4fe1\u606f<\/strong>\uff1a\u521d\u59cb\u8d44\u91d1\uff08\u9ed8\u8ba4 1000000\uff09\u3001\u6700\u5c0f\u4ea4\u6613\u91cf\uff08\u9ed8\u8ba4 100\uff09\u3002\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter6\/\">1.7<\/a>\u3002<\/li>\n<li><strong>\u76d8\u524d\u76d8\u540e\u89e6\u53d1\u8bbe\u7f6e<\/strong>\uff1a\u300c\u89e6\u53d1\u76d8\u524d\u56de\u8c03\u300d\u300c\u89e6\u53d1\u76d8\u540e\u56de\u8c03\u300d\u4e24\u4e2a\u52fe\u9009\u6846\uff0c\u5404\u81ea\u5e26\u4e00\u4e2a\u300c\u8fd0\u884c\u65f6\u95f4\u300d\uff08\u9ed8\u8ba4 08:30:00 \u548c 15:30:00\uff09\u3002\u52fe\u9009\u540e\uff0c\u6bcf\u4e2a\u4ea4\u6613\u65e5\u5728\u7b2c\u4e00\u6b21\u89e6\u53d1\u4e4b\u524d\u8fd0\u884c\u4e00\u6b21\u7b56\u7565\u91cc\u7684\u76d8\u524d\u51fd\u6570\uff0c\u5728\u6700\u540e\u4e00\u6b21\u89e6\u53d1\u4e4b\u540e\u8fd0\u884c\u4e00\u6b21\u76d8\u540e\u51fd\u6570\uff0c\u8bbe\u5b9a\u7684\u8fd0\u884c\u65f6\u95f4\u4f1a\u4f5c\u4e3a\u8fd9\u6b21\u8c03\u7528\u7684\u65f6\u95f4\u4f20\u7ed9\u7b56\u7565\u3002\u76d8\u524d\u56de\u8c03\u91cc\u53ea\u80fd\u770b\u5230\u4e0a\u4e00\u4e2a\u4ea4\u6613\u65e5\u7684\u884c\u60c5\uff1b\u56de\u8c03\u91cc\u8fd4\u56de\u7684\u4e70\u5356\u4fe1\u53f7\u4f1a\u8f6c\u6210\u6302\u5355\uff0c\u4e0d\u4f1a\u7acb\u5373\u6210\u4ea4\u3002\u8be6\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter7\/\">1.8<\/a>\u3002<\/li>\n<\/ul>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-middle-panel.webp?v=3a47242b\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-middle-panel.webp?v=3a47242b\" width=\"644\" height=\"913\" alt=\"\u4e2d\u95f4\u9762\u677f\uff1a\u89e6\u53d1\u65b9\u5f0f\u8bbe\u7f6e\uff08\u6b64\u65f6\u4e3a\u65e5K\u7ebf\u89e6\u53d1\uff0c\u663e\u793a\u300c\u65e5\u5185\u89e6\u53d1\u4e0a\u9650\u300d\uff09\u3001\u8d26\u6237\u4fe1\u606f\u3001\u76d8\u524d\u76d8\u540e\u89e6\u53d1\u8bbe\u7f6e\" loading=\"lazy\"><\/a><figcaption>\u4e2d\u95f4\u9762\u677f\uff1a\u89e6\u53d1\u65b9\u5f0f\u8bbe\u7f6e\uff08\u6b64\u65f6\u4e3a\u65e5K\u7ebf\u89e6\u53d1\uff0c\u663e\u793a\u300c\u65e5\u5185\u89e6\u53d1\u4e0a\u9650\u300d\uff09\u3001\u8d26\u6237\u4fe1\u606f\u3001\u76d8\u524d\u76d8\u540e\u89e6\u53d1\u8bbe\u7f6e<\/figcaption><\/figure>\n<h2>5 \u53f3\u4fa7\u9762\u677f\uff1a\u7cfb\u7edf\u65e5\u5fd7<\/h2>\n<p>\u53f3\u4fa7\u9762\u677f\u662f\u300c\u7cfb\u7edf\u65e5\u5fd7\u300d\uff0c\u663e\u793a\u8f6f\u4ef6\u8fd0\u884c\u8fc7\u7a0b\u3001\u7b56\u7565\u91cc\u8f93\u51fa\u7684\u65e5\u5fd7\u3001\u56de\u6d4b\u4e2d\u7684\u4e70\u5356\u4fe1\u53f7\u548c\u9519\u8bef\u63d0\u793a\u3002<\/p>\n<ul>\n<li><strong>\u65e5\u5fd7\u533a<\/strong>\uff1a\u4e0d\u540c\u7ea7\u522b\u7528\u4e0d\u540c\u989c\u8272\u663e\u793a\uff1aDEBUG \u7d2b\u8272\u3001INFO \u767d\u8272\u3001WARNING \u6a59\u8272\u3001ERROR \u7ea2\u8272\u3001TRADE \u84dd\u8272\u3002\u56de\u6d4b\u4e2d\u7684\u4e70\u5356\u4fe1\u53f7\u548c\u6bcf\u65e5\u7edf\u8ba1\u662f INFO \u7ea7\u522b\uff1bTRADE \u53ea\u7528\u4e8e\u7b56\u7565\u91cc\u4ee5 <code>&#91;TRADE]<\/code> \u5f00\u5934\u7684\u65e5\u5fd7\u548c\u59d4\u6258\u51fa\u9519\u63d0\u793a\uff08\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter8\/\">1.9<\/a>\uff09\u3002<\/li>\n<li><strong>\u65e5\u5fd7\u7c7b\u578b\u8fc7\u6ee4<\/strong>\uff1aDEBUG\u3001INFO\u3001WARNING\u3001ERROR\u3001TRADE \u4e94\u4e2a\u52fe\u9009\u6846\uff0c\u9ed8\u8ba4\u5168\u9009\u3002\u53d6\u6d88\u52fe\u9009\u67d0\u4e00\u9879\uff0c\u5c31\u4e0d\u663e\u793a\u8fd9\u4e00\u7ea7\u522b\u7684\u65e5\u5fd7\u3002<\/li>\n<li><strong>\u6e05\u7a7a\u65e5\u5fd7<\/strong>\uff1a\u6e05\u7a7a\u65e5\u5fd7\u533a\u5f53\u524d\u7684\u5185\u5bb9\u3002<\/li>\n<li><strong>\u4fdd\u5b58\u65e5\u5fd7<\/strong>\uff1a\u628a\u65e5\u5fd7\u4fdd\u5b58\u6210\u6587\u672c\u6587\u4ef6\u3002<\/li>\n<li><strong>\u6d4b\u8bd5\u65e5\u5fd7<\/strong>\uff1a\u8f93\u51fa\u51e0\u6761\u5404\u7ea7\u522b\u7684\u793a\u4f8b\u65e5\u5fd7\uff0c\u7528\u6765\u68c0\u67e5\u65e5\u5fd7\u663e\u793a\u662f\u5426\u6b63\u5e38\u3002<\/li>\n<li><strong>\u56de\u6d4b\u5386\u53f2\u7ba1\u7406<\/strong>\uff1a\u5728\u6309\u94ae\u884c\u6700\u53f3\u8fb9\uff0c\u6253\u5f00\u56de\u6d4b\u5386\u53f2\u7a97\u53e3\uff0c\u67e5\u770b\u4ee5\u524d\u7684\u56de\u6d4b\u8bb0\u5f55\u3001\u91cd\u65b0\u6253\u5f00\u7ed3\u679c\u3001\u628a\u5f53\u65f6\u7684\u914d\u7f6e\u8fd8\u539f\u5230\u4e3b\u754c\u9762\u3002<\/li>\n<\/ul>\n<p>\u65e5\u5fd7\u7684\u7528\u6cd5\u548c\u56de\u6d4b\u5386\u53f2\u8be6\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter8\/\">1.9<\/a>\u300a\u8fd0\u884c\u65e5\u5fd7\u4e0e\u56de\u6d4b\u5386\u53f2\u300b\u3002<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-right-panel.webp?v=bff756e1\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-right-panel.webp?v=bff756e1\" width=\"636\" height=\"913\" alt=\"\u53f3\u4fa7\u300c\u7cfb\u7edf\u65e5\u5fd7\u300d\u9762\u677f\uff1a\u4e0a\u65b9\u662f\u65e5\u5fd7\u533a\uff0c\u4e0b\u65b9\u662f\u300c\u65e5\u5fd7\u7c7b\u578b\u8fc7\u6ee4\u300d\u548c\u56db\u4e2a\u6309\u94ae\" loading=\"lazy\"><\/a><figcaption>\u53f3\u4fa7\u300c\u7cfb\u7edf\u65e5\u5fd7\u300d\u9762\u677f\uff1a\u4e0a\u65b9\u662f\u65e5\u5fd7\u533a\uff0c\u4e0b\u65b9\u662f\u300c\u65e5\u5fd7\u7c7b\u578b\u8fc7\u6ee4\u300d\u548c\u56db\u4e2a\u6309\u94ae<\/figcaption><\/figure>\n<h2>6 \u5e95\u90e8\u72b6\u6001\u680f<\/h2>\n<p>\u72b6\u6001\u680f\u4ece\u5de6\u5230\u53f3\uff1a<\/p>\n<ul>\n<li><strong>\u8fdb\u5ea6\u6761<\/strong>\uff1a\u5e73\u65f6\u9690\u85cf\u3002\u56de\u6d4b\u8fd0\u884c\u65f6\u51fa\u73b0\uff0c\u53f3\u8fb9\u663e\u793a\u300c\u56de\u6d4b\u8fdb\u5ea6: x%\u300d\uff0c\u56de\u6d4b\u5b8c\u6210\u540e\u51e0\u79d2\u81ea\u52a8\u9690\u85cf\u3002<\/li>\n<li><strong>\u6570\u636e\u76ee\u5f55<\/strong>\uff1a\u663e\u793a\u300cDuckDB\uff1a\u6570\u636e\u76ee\u5f55\u8def\u5f84\u300d\uff0c\u8def\u5f84\u592a\u957f\u65f6\u4e2d\u95f4\u7528\u7701\u7565\u53f7\uff0c\u9f20\u6807\u60ac\u505c\u663e\u793a\u5b8c\u6574\u8def\u5f84\u3002\u6ca1\u6709\u8bbe\u7f6e\u8fc7\u6570\u636e\u76ee\u5f55\u65f6\u4f7f\u7528\u9ed8\u8ba4\u76ee\u5f55\uff1b\u8bbe\u7f6e\u7684\u76ee\u5f55\u88ab\u5220\u9664\u3001\u6362\u4e86\u76d8\u6216\u6ca1\u6709\u5199\u5165\u6743\u9650\u65f6\uff0c\u663e\u793a\u300cDuckDB\uff1a\u672a\u8bbe\u7f6e\u300d\u3002<\/li>\n<li><strong>\u72b6\u6001\u6587\u5b57<\/strong>\uff1a\u663e\u793a\u5f53\u524d\u72b6\u6001\uff0c\u4f8b\u5982\u300c\u5c31\u7eea\u300d\u300c\u56de\u6d4b\u8fdb\u884c\u4e2d&#8230;\u300d\u300c\u56de\u6d4b\u5b8c\u6210\u300d\uff1b\u5ef6\u8fdf\u65e5\u5fd7\u663e\u793a\u5b8c\u540e\u662f\u300c\u65e5\u5fd7\u52a0\u8f7d\u5b8c\u6210\u300d\u3002<\/li>\n<\/ul>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-status-bar.webp?v=223e0c27\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/main-status-bar.webp?v=223e0c27\" width=\"1920\" height=\"35\" alt=\"\u72b6\u6001\u680f\uff1a\u53f3\u4fa7\u662f\u300cDuckDB\uff1a\u6570\u636e\u76ee\u5f55\u8def\u5f84\u300d\u548c\u72b6\u6001\u6587\u5b57\u300c\u65e5\u5fd7\u52a0\u8f7d\u5b8c\u6210\u300d\" loading=\"lazy\"><\/a><figcaption>\u72b6\u6001\u680f\uff1a\u53f3\u4fa7\u662f\u300cDuckDB\uff1a\u6570\u636e\u76ee\u5f55\u8def\u5f84\u300d\u548c\u72b6\u6001\u6587\u5b57\u300c\u65e5\u5fd7\u52a0\u8f7d\u5b8c\u6210\u300d<\/figcaption><\/figure>\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p class=\"q\"><strong>\u95ee\uff1a\u300c\u505c\u6b62\u8fd0\u884c\u300d\u4e3a\u4ec0\u4e48\u662f\u7070\u8272\u7684\uff1f<\/strong><br \/>\n\u7b54\uff1a\u53ea\u6709\u56de\u6d4b\u6b63\u5728\u8fd0\u884c\u65f6\u624d\u80fd\u70b9\u3002\u6ca1\u6709\u56de\u6d4b\u5728\u8fd0\u884c\u65f6\uff0c\u5b83\u4fdd\u6301\u7070\u8272\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u5de5\u5177\u680f\u53f3\u8fb9\u7684\u5706\u70b9\u662f\u7ea2\u8272\u7684\uff1f<\/strong><br \/>\n\u7b54\uff1a\u9f20\u6807\u505c\u5728\u5706\u70b9\u4e0a\u770b\u63d0\u793a\u3002\u300cDuckDB\u6570\u636e\u5e93\u4e3a\u7a7a\u300d\u8868\u793a\u6570\u636e\u76ee\u5f55\u91cc\u8fd8\u6ca1\u6709\u4e0b\u8f7d\u884c\u60c5\uff0c\u53bb\u300c\u6570\u636e\u7ba1\u7406\u300d\u4e0b\u8f7d\uff08\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter10\/\">1.4<\/a>\uff09\uff1b\u300cDuckDB\u6570\u636e\u8def\u5f84\u672a\u8bbe\u7f6e\u300d\u8868\u793a\u8bbe\u7f6e\u7684\u6570\u636e\u76ee\u5f55\u4e0d\u53ef\u7528\uff08\u88ab\u5220\u9664\u3001\u6362\u4e86\u76d8\u6216\u6ca1\u6709\u5199\u5165\u6743\u9650\uff09\uff0c\u8981\u5728\u300c\u8bbe\u7f6e \u2192 \u6570\u636e\u8bbe\u7f6e\u300d\u91cc\u91cd\u65b0\u9009\u62e9\u6570\u636e\u76ee\u5f55\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u80fd\u5207\u6362\u5230\u5b9e\u76d8\u6216\u6a21\u62df\u76d8\u5417\uff1f<\/strong><br \/>\n\u7b54\uff1a\u4e0d\u80fd\u3002khQuant \u53ea\u505a\u56de\u6d4b\uff0c\u300c\u8fd0\u884c\u6a21\u5f0f\u300d\u56fa\u5b9a\u4e3a\u300c\u56de\u6d4b\u300d\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u5de6\u4fa7\u9762\u677f\u592a\u957f\uff0c\u770b\u4e0d\u5230\u4e0b\u9762\u7684\u80a1\u7968\u6c60\uff1f<\/strong><br \/>\n\u7b54\uff1a\u5728\u5de6\u4fa7\u9762\u677f\u7a7a\u767d\u5904\u6eda\u52a8\u9f20\u6807\u6eda\u8f6e\uff0c\u6216\u62d6\u52a8\u53f3\u4fa7\u6eda\u52a8\u6761\u3002\u628a\u7a97\u53e3\u6700\u5927\u5316\u4e5f\u80fd\u591a\u663e\u793a\u4e00\u4e9b\u5185\u5bb9\u3002<\/p>\n<div class=\"khq-tn-v3end\">\n<div class=\"v3-end-l\"><span class=\"v3-badge\">V3<\/span><\/p>\n<div class=\"v3-end-t\">V3 \u7684\u5de5\u5177\u680f\u591a\u4e86\u4e24\u4e2a\u5165\u53e3<\/div>\n<ul>\n<li>\u300c\u7f16\u8f91\u5668\u300d\uff08Windows \u7248\uff09\uff1a\u6253\u5f00\u5185\u7f6e VSCode\uff0c\u5199\u7b56\u7565\u3001\u6253\u65ad\u70b9<\/li>\n<li>\u5730\u7403\u56fe\u6807\uff1a\u6253\u5f00 Web \u56de\u6d4b\u5de5\u4f5c\u53f0<\/li>\n<li>\u53e6\u6709 CLI \u547d\u4ee4\u884c\uff0c\u4e0d\u5f00\u754c\u9762\u4e5f\u80fd\u4e0b\u8f7d\u6570\u636e\u3001\u8dd1\u56de\u6d4b\u3001\u770b\u7ed3\u679c<\/li>\n<\/ul>\n<\/div>\n<div class=\"v3-end-r\">\n<div class=\"v3-cta small\"><a class=\"v3-btn primary\" href=\"https:\/\/khsci.com\/khQuant\/#pricing\" target=\"_blank\" rel=\"noopener\">\u5f00\u901a VIP\uff0c\u83b7\u53d6 V3<\/a><a class=\"v3-btn ghost\" href=\"https:\/\/khsci.com\/khQuant\/#version-comparison\" target=\"_blank\" rel=\"noopener\">\u4e86\u89e3 V3 \u5168\u90e8\u529f\u80fd \u2192<\/a><\/div>\n<\/div>\n<\/div>\n<p style=\"color:#888;font-size:.9em;\">\u672c\u7bc7\u57fa\u4e8e\u5f00\u6e90 V2 \u548c V3.4.1.10 \u7f16\u5199\u3002<\/p>\n<nav class=\"khq-tn-nav\"><a class=\"prev\" href=\"https:\/\/khsci.com\/khQuant\/chapter4\/\"><span>\u4e0a\u4e00\u7bc7<\/span>1.5 \u8dd1\u901a\u7b2c\u4e00\u4e2a\u56de\u6d4b<\/a><a class=\"next\" href=\"https:\/\/khsci.com\/khQuant\/chapter6\/\"><span>\u4e0b\u4e00\u7bc7<\/span>1.7 \u56de\u6d4b\u914d\u7f6e\u8be6\u89e3<\/a><\/nav>\n<\/div>\n\n\n","protected":false},"excerpt":{"rendered":"<p>\u9002\u7528\u7248\u672c V2V3 \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\u7bc7\u5e26\u4f60\u8ba4\u8bc6\u4e3b\u754c\u9762\u7684\u4e94\u4e2a\u533a\u57df\uff0c\u4ee5\u53ca [&hellip;]<\/p>\n","protected":false},"author":1,"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-318","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/318","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"}],"author":[{"embeddable":true,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/comments?post=318"}],"version-history":[{"count":10,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/318\/revisions"}],"predecessor-version":[{"id":970,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/318\/revisions\/970"}],"wp:attachment":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/media?parent=318"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}