{"id":955,"date":"2026-02-24T23:55:48","date_gmt":"2026-02-24T15:55:48","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=955"},"modified":"2026-02-25T01:15:42","modified_gmt":"2026-02-24T17:15:42","slug":"chapter4v3","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/chapter4v3\/","title":{"rendered":"1.4 \u5feb\u901f\u4e0a\u624b\uff1a\u8fd0\u884c\u7b2c\u4e00\u4e2a\u56de\u6d4b(\u9002\u7528V3\u7248\u672c\u8f6f\u4ef6)"},"content":{"rendered":"<p><div style=\"width: 2564px;\" class=\"wp-video\"><video  src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2025\/09\/9\u67088\u65e51_x264.mp4?_=1\" controls=\"controls\"><\/video><\/div><br \/>\n\u672c\u7ae0\u5c06\u5f15\u5bfc\u60a8\u4f7f\u7528\u4e00\u4e2a\u9884\u5148\u914d\u7f6e\u597d\u7684\u5de5\u7a0b\u6587\u4ef6\uff08<code>.kh<\/code>\u6587\u4ef6\uff09\uff0c\u6765\u5feb\u901f\u5b8c\u6574\u5730\u8fd0\u884c\u4e00\u6b21\u56de\u6d4b\u3002\u6211\u4eec\u5c06\u91cd\u70b9\u4ecb\u7ecd <strong>V3\u7248\u672c\u7279\u6709\u7684 DuckDB \u672c\u5730\u6570\u636e\u6e90\u6a21\u5f0f<\/strong>\u3002<\/p>\n<blockquote><p>\n  \ud83d\udca1 <strong>\u63d0\u793a<\/strong>\uff1aV3 \u7248\u672c\u540c\u65f6\u4e5f\u652f\u6301\u4f20\u7edf\u7684 <strong>MiniQMT \u5728\u7ebf\u6570\u636e\u6e90<\/strong> \u6a21\u5f0f\u3002\u5982\u679c\u60a8\u5e0c\u671b\u4f7f\u7528 MiniQMT \u4f5c\u4e3a\u6570\u636e\u6e90\uff08\u4f8b\u5982\u9700\u8981\u5b9e\u65f6\u884c\u60c5\uff09\uff0c\u5176\u64cd\u4f5c\u6d41\u7a0b\u4e0e V2 \u7248\u672c\u57fa\u672c\u4e00\u81f4\uff0c\u60a8\u53ef\u4ee5\u53c2\u8003 <a class=\"wp-editor-md-post-content-link\" href=\".\/KHQuant_Manual_Chapter4.md\">\u7b2c\u56db\u7ae0\uff1a\u8fd0\u884c\u7b2c\u4e00\u4e2a\u56de\u6d4b (MiniQMT\u6a21\u5f0f)<\/a> \u4e2d\u7684\u76f8\u5173\u7ae0\u8282\u3002\u672c\u7ae0\u5c06\u4e13\u6ce8\u4e8e\u8bb2\u89e3\u66f4\u9ad8\u6548\u3001\u66f4\u7a33\u5b9a\u7684 <strong>DuckDB \u79bb\u7ebf\u56de\u6d4b\u6a21\u5f0f<\/strong>\u3002\n<\/p><\/blockquote>\n<h2>1 \u52a0\u8f7d\u5e76\u914d\u7f6e\u793a\u4f8b\u5de5\u7a0b<\/h2>\n<p>\u8f6f\u4ef6\u4e2d\u5185\u7f6e\u4e86\u4e00\u4e9b\u7ecf\u5178\u7684\u7b56\u7565\u793a\u4f8b\uff0c\u4ee5\u4f9b\u5feb\u901f\u5b66\u4e60\u548c\u6d4b\u8bd5\u3002\u4e0b\u9762\u5c06\u52a0\u8f7d\u5176\u4e2d\u4e00\u4e2a\u8fdb\u884c\u6f14\u793a\u3002<\/p>\n<h3>1.1 \u52a0\u8f7d\u793a\u4f8b\u5de5\u7a0b<\/h3>\n<ol>\n<li>\u627e\u5230\u5e76\u70b9\u51fb\u4e3b\u754c\u9762\u9876\u90e8\u5de5\u5177\u680f\u4e0a\u7684 <strong>&#8220;\u52a0\u8f7d\u914d\u7f6e&#8221;<\/strong> \u6309\u94ae\u3002<\/li>\n<li>\u5728\u5f39\u51fa\u7684\u6587\u4ef6\u9009\u62e9\u5bf9\u8bdd\u6846\u4e2d\uff0c\u627e\u5230\u8f6f\u4ef6\u5b89\u88c5\u76ee\u5f55\u4e0b\u7684 <code>_internal\\strategies<\/code> \u76ee\u5f55\uff08\u4f8b\u5982 <code>C:\\Program Files\\KhQuant\\_internal\\strategies<\/code>\uff09\u3002<\/li>\n<li>\u9009\u62e9\u793a\u4f8b\u5de5\u7a0b\u6587\u4ef6 <strong><code>\u30101-MA\u7b56\u7565\u6848\u4f8b\u3011\u53cc\u5747\u7ebf\u7cbe\u7b80_\u4f7f\u7528khMA\u51fd\u6570.kh<\/code><\/strong>\uff0c\u7136\u540e\u70b9\u51fb&#8221;\u6253\u5f00&#8221;\u3002<\/li>\n<\/ol>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_9204c8ba618e03ec06b68dd66080d655.jpg\" width=\"70%\" \/>\n<\/p>\n<h3>1.2 \u7b56\u7565\u6587\u4ef6\u8def\u5f84\u8bbe\u7f6e<\/h3>\n<ol start=\"4\">\n<li><strong>\u68c0\u67e5\u5e76\u91cd\u8bbe\u7b56\u7565\u6587\u4ef6\u8def\u5f84<\/strong>\uff1a\u7531\u4e8e\u6bcf\u4e2a\u7528\u6237\u7684\u8f6f\u4ef6\u5b89\u88c5\u8def\u5f84\u53ef\u80fd\u4e0d\u540c\uff0c\u52a0\u8f7d <code>.kh<\/code> \u6587\u4ef6\u540e\uff0c\u53ef\u80fd\u9700\u8981\u624b\u52a8\u91cd\u65b0\u6307\u5b9a\u7b56\u7565\u6587\u4ef6\u7684\u4f4d\u7f6e\u3002\u70b9\u51fb&#8221;\u7b56\u7565\u6587\u4ef6&#8221;\u8f93\u5165\u6846\u53f3\u4fa7\u7684\u6d4f\u89c8\u6309\u94ae\u3002<br \/>\n<blockquote><p>\n  \u26a0\ufe0f <strong>\u91cd\u8981\u63d0\u9192\uff1a\u7b56\u7565\u6587\u4ef6\u4fdd\u5b58\u4f4d\u7f6e<\/strong><\/p>\n<p>  \u4e3a\u4e86\u907f\u514d\u5728\u8f6f\u4ef6\u5347\u7ea7\u6216\u91cd\u65b0\u5b89\u88c5\u65f6\u4e22\u5931\u60a8\u7684\u7b56\u7565\u6587\u4ef6\uff0c<strong>\u5f3a\u70c8\u5efa\u8bae\u4e0d\u8981\u5c06\u7b56\u7565\u6587\u4ef6\u4fdd\u5b58\u5728\u8f6f\u4ef6\u5b89\u88c5\u76ee\u5f55\u4e0b<\/strong>\u3002\u63a8\u8350\u7684\u4fdd\u5b58\u4f4d\u7f6e\uff1a<\/p>\n<ul>\n<li><strong>\u7528\u6237\u7b56\u7565\u76ee\u5f55<\/strong>\uff08\u63a8\u8350\uff09\uff1a\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u4e3a\u60a8\u521b\u5efa\u4e13\u7528\u7684\u7b56\u7565\u76ee\u5f55\n<ul>\n<li>Windows: <code>C:\\Users\\[\u7528\u6237\u540d]\\AppData\\Local\\KhQuant\\strategies\\<\/code><\/li>\n<\/ul>\n<\/li>\n<li><strong>\u81ea\u5b9a\u4e49\u76ee\u5f55<\/strong>\uff1a\u5982 <code>D:\\MyStrategies\\<\/code> \u6216 <code>C:\\Users\\[\u7528\u6237\u540d]\\Documents\\KhQuant\\<\/code><\/li>\n<\/ul>\n<p>  <strong>\u5982\u4f55\u4f7f\u7528\u7528\u6237\u7b56\u7565\u76ee\u5f55\uff1a<\/strong><\/p>\n<ol>\n<li>\u5728\u7b56\u7565\u6587\u4ef6\u9009\u62e9\u5bf9\u8bdd\u6846\u4e2d\uff0c\u9ed8\u8ba4\u4f1a\u6253\u5f00\u7528\u6237\u7b56\u7565\u76ee\u5f55<\/li>\n<li>\u9996\u6b21\u4f7f\u7528\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u590d\u5236\u9ed8\u8ba4\u7b56\u7565\u6587\u4ef6\u5230\u6b64\u76ee\u5f55<\/li>\n<li>\u60a8\u4e5f\u53ef\u4ee5\u624b\u52a8\u5bfc\u822a\u5230\u8be5\u76ee\u5f55\u8fdb\u884c\u6587\u4ef6\u7ba1\u7406<\/li>\n<\/ol>\n<\/blockquote>\n<\/li>\n<li>\u5728\u7b56\u7565\u6587\u4ef6\u9009\u62e9\u5bf9\u8bdd\u6846\u4e2d\uff0c\u5efa\u8bae\u9009\u62e9\u7528\u6237\u7b56\u7565\u76ee\u5f55\u4e2d\u7684 <strong><code>\u30101-MA\u7b56\u7565\u6848\u4f8b\u3011\u53cc\u5747\u7ebf\u7cbe\u7b80_\u4f7f\u7528khMA\u51fd\u6570.py<\/code><\/strong> \u6587\u4ef6\u3002\u5982\u679c\u60a8\u662f\u9996\u6b21\u4f7f\u7528\uff0c\u7cfb\u7edf\u5df2\u7ecf\u81ea\u52a8\u5c06\u793a\u4f8b\u7b56\u7565\u590d\u5236\u5230\u4e86\u7528\u6237\u76ee\u5f55\u4e2d\u3002<\/p>\n<\/li>\n<\/ol>\n<h3>1.3 \u7b56\u7565\u6587\u4ef6\u7ba1\u7406\u6700\u4f73\u5b9e\u8df5<\/h3>\n<h4>\ud83d\udee1\ufe0f \u6587\u4ef6\u5b89\u5168\u4fdd\u62a4\u673a\u5236<\/h4>\n<p>\u8f6f\u4ef6\u91c7\u7528\u4e86\u667a\u80fd\u7684\u6587\u4ef6\u4fdd\u62a4\u673a\u5236\uff1a<\/p>\n<ol>\n<li><strong>\u81ea\u52a8\u76ee\u5f55\u521b\u5efa<\/strong>\uff1a\u9996\u6b21\u8fd0\u884c\u65f6\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u521b\u5efa\u7528\u6237\u7b56\u7565\u76ee\u5f55<\/li>\n<li><strong>\u9ed8\u8ba4\u7b56\u7565\u590d\u5236<\/strong>\uff1a\u5c06\u5185\u7f6e\u7684\u793a\u4f8b\u7b56\u7565\u590d\u5236\u5230\u7528\u6237\u76ee\u5f55\uff0c\u4f46\u4e0d\u4f1a\u8986\u76d6\u5df2\u5b58\u5728\u7684\u6587\u4ef6<\/li>\n<li><strong>\u667a\u80fd\u8def\u5f84\u63d0\u793a<\/strong>\uff1a\u9009\u62e9\u7b56\u7565\u6587\u4ef6\u65f6\uff0c\u5982\u679c\u6587\u4ef6\u4e0d\u5728\u5b89\u5168\u76ee\u5f55\u4e2d\uff0c\u7cfb\u7edf\u4f1a\u63d0\u9192\u60a8<\/li>\n<li><strong>\u5347\u7ea7\u4fdd\u62a4<\/strong>\uff1a\u7528\u6237\u76ee\u5f55\u4e2d\u7684\u6587\u4ef6\u5728\u8f6f\u4ef6\u5347\u7ea7\u65f6\u5b8c\u5168\u4e0d\u53d7\u5f71\u54cd<\/li>\n<\/ol>\n<h4>\ud83d\udd27 \u7ba1\u7406\u7b56\u7565\u6587\u4ef6<\/h4>\n<ol>\n<li><strong>\u8bbf\u95ee\u7b56\u7565\u76ee\u5f55<\/strong>\uff1a\u901a\u8fc7\u7b56\u7565\u6587\u4ef6\u9009\u62e9\u5bf9\u8bdd\u6846\u5bfc\u822a\u5230\u7528\u6237\u7b56\u7565\u76ee\u5f55<\/li>\n<li><strong>\u624b\u52a8\u6253\u5f00\u76ee\u5f55<\/strong>\uff1a\u76f4\u63a5\u5728\u6587\u4ef6\u7ba1\u7406\u5668\u4e2d\u5bfc\u822a\u5230\u7528\u6237\u7b56\u7565\u76ee\u5f55\u8def\u5f84<\/li>\n<li><strong>\u7ba1\u7406\u7b56\u7565\u6587\u4ef6<\/strong>\uff1a\u60a8\u53ef\u4ee5\u5728\u6b64\u76ee\u5f55\u4e2d\u67e5\u770b\u3001\u7f16\u8f91\u3001\u5907\u4efd\u548c\u7ec4\u7ec7\u60a8\u7684\u7b56\u7565\u6587\u4ef6<\/li>\n<\/ol>\n<h4>\u26a0\ufe0f \u907f\u514d\u7684\u64cd\u4f5c<\/h4>\n<ul>\n<li><strong>\u4e0d\u8981<\/strong>\u5c06\u7b56\u7565\u6587\u4ef6\u4fdd\u5b58\u5728\u8f6f\u4ef6\u5b89\u88c5\u76ee\u5f55\uff08\u5982 <code>C:\\Program Files\\KhQuant\\<\/code>\uff09<\/li>\n<li><strong>\u4e0d\u8981<\/strong>\u76f4\u63a5\u4fee\u6539\u8f6f\u4ef6\u5b89\u88c5\u76ee\u5f55\u4e2d\u7684\u793a\u4f8b\u6587\u4ef6<\/li>\n<li><strong>\u4e0d\u8981<\/strong>\u5c06\u91cd\u8981\u7684\u7b56\u7565\u6587\u4ef6\u53ea\u4fdd\u5b58\u4e00\u4efd\uff0c\u5efa\u8bae\u5b9a\u671f\u5907\u4efd<\/li>\n<\/ul>\n<h3>1.4 \u5207\u6362\u6570\u636e\u6e90\u4e3a DuckDB<\/h3>\n<p>\u8fd9\u662f V3 \u7248\u672c\u6700\u5173\u952e\u7684\u4e00\u6b65\u914d\u7f6e\u3002\u4e3a\u4e86\u786e\u4fdd\u80fd\u4ece MiniQMT \u5bfc\u5165\u6570\u636e\u5230 DuckDB\uff0c\u6211\u4eec\u9700\u8981\u540c\u65f6\u914d\u7f6e DuckDB \u8def\u5f84\u548c MiniQMT \u6570\u636e\u8def\u5f84\u3002<\/p>\n<ol>\n<li>\u70b9\u51fb\u4e3b\u754c\u9762\u9876\u90e8\u5de5\u5177\u680f\u7684 <strong>&#8220;\u8bbe\u7f6e&#8221;<\/strong> \u6309\u94ae\u3002<\/li>\n<li>\u5728\u8bbe\u7f6e\u5bf9\u8bdd\u6846\u4e2d\uff0c\u627e\u5230 <strong>&#8220;\u5ba2\u6237\u7aef\u8bbe\u7f6e&#8221;<\/strong> \u533a\u57df\u3002<\/li>\n<li>\u5c06 <strong>&#8220;\u56de\u6d4b\u6570\u636e\u6e90&#8221;<\/strong> \u9009\u9879\u5207\u6362\u4e3a <strong><code>DuckDB\u672c\u5730\u6570\u636e\u5e93<\/code><\/strong>\u3002<\/li>\n<li><strong>\u914d\u7f6e\u5173\u952e\u8def\u5f84<\/strong>\uff1a\n<ul>\n<li><strong>DuckDB\u6570\u636e\u8def\u5f84<\/strong>\uff1a\u8bbe\u7f6e\u672c\u5730\u6570\u636e\u5e93\u7684\u5b58\u50a8\u4f4d\u7f6e\uff08\u5efa\u8bae\u4fee\u6539\u4e3a\u7a7a\u95f4\u5145\u8db3\u7684\u78c1\u76d8\u76ee\u5f55,\u6700\u597d\u6709300G\u4ee5\u4e0a\u7a7a\u95f4\uff09\u3002<\/li>\n<li><strong>miniQMT\u8def\u5f84<\/strong>\uff1a\u5fc5\u987b\u6307\u5411 MiniQMT \u7684 <strong>\u7528\u6237\u6570\u636e\u6587\u4ef6\u5939<\/strong>\uff08\u901a\u5e38\u662f <code>userdata_mini<\/code>\uff09\u3002\u8fd9\u662f\u4ece MiniQMT \u5bfc\u5165\u6570\u636e\u7684\u5fc5\u8981\u6761\u4ef6\u3002\u5982\u679c\u60a8\u4e0d\u6e05\u695a\u5982\u4f55\u67e5\u627e\u6b64\u8def\u5f84\uff0c\u8bf7\u53c2\u8003 <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/chapter3\/\">\u7b2c\u4e09\u7ae0\uff1a\u7b2c\u4e00\u6b21\u542f\u52a8\u914d\u7f6e<\/a> \u4e2d\u7684\u8be6\u7ec6\u8bf4\u660e\u3002<\/li>\n<\/ul>\n<\/li>\n<li>\u70b9\u51fb <strong>&#8220;\u4fdd\u5b58\u8bbe\u7f6e&#8221;<\/strong>\u3002<\/li>\n<\/ol>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_af73b805d07fa421d41137e8b7241215.jpg\" width=\"70%\" \/>\n<\/p>\n<p><strong>\u6b64\u65f6\uff0c\u8bf7\u89c2\u5bdf\u4e3b\u754c\u9762\u53f3\u4e0a\u89d2\u7684\u6307\u793a\u706f\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\ud83d\udfe2 \u7eff\u8272<\/strong>\uff1a\u4ee3\u8868 <strong>DuckDB \u6570\u636e\u5e93\u5c31\u7eea<\/strong>\u3002\u8fd9\u610f\u5473\u7740\u7cfb\u7edf\u627e\u5230\u4e86\u6709\u6548\u7684\u6570\u636e\u76ee\u5f55\uff0c\u60a8\u53ef\u4ee5<strong>\u79bb\u7ebf<\/strong>\u8fd0\u884c\u56de\u6d4b\uff0c\u65e0\u9700\u542f\u52a8 MiniQMT\u3002<\/li>\n<li><strong>\ud83d\udd34 \u7ea2\u8272<\/strong>\uff1a\u4ee3\u8868 <strong>DuckDB \u6570\u636e\u5e93\u4e0d\u53ef\u7528<\/strong>\u3002\u7b2c\u4e00\u6b21\u6253\u5f00\u8f6f\u4ef6\u65f6\u8fd9\u662f\u6b63\u5e38\u7684\uff0c\u8bf4\u660e\u6570\u636e\u5e93\u4e2d\u6ca1\u6709\u6570\u636e\uff0c\u6309\u7167\u540e\u7eed\u64cd\u4f5c\u8865\u5145\u6570\u636e\u5373\u53ef\u3002<\/li>\n<\/ul>\n<h3>1.5 \u4fdd\u5b58\u914d\u7f6e<\/h3>\n<blockquote><p>\n  \ud83d\udca1 <strong>\u63d0\u793a<\/strong>\uff1a\u8bbe\u7f6e\u597d\u6b63\u786e\u7684\u7b56\u7565\u8def\u5f84\u548c\u6570\u636e\u6e90\u540e\uff0c\u5efa\u8bae\u70b9\u51fb\u5de5\u5177\u680f\u4e0a\u7684 <strong>&#8220;\u914d\u7f6e\u53e6\u5b58\u4e3a&#8221;<\/strong> \u6309\u94ae\uff0c\u5c06\u914d\u7f6e\u6587\u4ef6\u4fdd\u5b58\u5230\u60a8\u7684\u7528\u6237\u76ee\u5f55\u4e2d\u3002\n<\/p><\/blockquote>\n<h2>2 \u51c6\u5907\u56de\u6d4b\u6570\u636e (DuckDB\u6a21\u5f0f)<\/h2>\n<p>\u5728 DuckDB \u6a21\u5f0f\u4e0b\uff0c\u56de\u6d4b\u76f4\u63a5\u8bfb\u53d6\u672c\u5730\u786c\u76d8\u4e0a\u7684\u6570\u636e\u5e93\u6587\u4ef6\uff0c\u56e0\u6b64<strong>\u5fc5\u987b\u5148\u5c06\u6570\u636e\u5bfc\u5165\u5230\u672c\u5730<\/strong>\u3002V3 \u7248\u672c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684 <strong>\u672c\u5730\u6570\u636e\u7ba1\u7406\u5668<\/strong> \u6765\u5b8c\u6210\u8fd9\u4e00\u5de5\u4f5c\u3002<\/p>\n<blockquote><p>\n  \u26a0\ufe0f <strong>\u91cd\u8981\u63d0\u9192<\/strong><\/p>\n<p>  <strong>\u5bf9\u4e8e\u672c\u6b21\u6f14\u793a\u7684\u53cc\u5747\u7ebf\u7b56\u7565\uff0c\u6211\u4eec\u9700\u8981\u786e\u4fdd\u4ee5\u4e0b\u6570\u636e\u90fd\u5df2\u5bfc\u5165\u5230 DuckDB \u4e2d\uff1a<\/strong><\/p>\n<ul>\n<li><strong>\u65e5\u7ebf\u6570\u636e (1d)<\/strong>\uff1a\u7528\u4e8e\u79fb\u52a8\u5e73\u5747\u7ebf\u6307\u6807\u7684\u8ba1\u7b97<\/li>\n<\/ul>\n<p>  \u5982\u679c\u672c\u5730\u6570\u636e\u5e93\u4e2d\u7f3a\u5c11\u8fd9\u4e9b\u6570\u636e\uff0c\u56de\u6d4b\u5c06\u65e0\u6cd5\u8fdb\u884c\u6216\u7ed3\u679c\u4e0d\u51c6\u786e\u3002\n<\/p><\/blockquote>\n<h3>2.1 \u542f\u52a8\u6570\u636e\u7ba1\u7406\u5668<\/h3>\n<p>\u5728\u4e3b\u754c\u9762\u9876\u90e8\u5de5\u5177\u680f\u70b9\u51fb <strong>&#8220;\u6570\u636e\u7ba1\u7406&#8221;<\/strong>\uff0c\u6253\u5f00 <strong>\u770b\u6d77\u6570\u636e\u7ba1\u7406\u6a21\u5757<\/strong> \u7a97\u53e3\u3002<\/p>\n<h3>2.2 \u5bfc\u5165\u6570\u636e<\/h3>\n<p>\u6211\u4eec\u5c06\u6f14\u793a\u5982\u4f55\u4ece MiniQMT \u5bfc\u5165 <code>\u5e73\u5b89\u94f6\u884c (000001.SZ)<\/code> \u7684\u6570\u636e\u3002<\/p>\n<blockquote><p>\n  <strong>\u524d\u7f6e\u6761\u4ef6<\/strong>\uff1a\u5bfc\u5165\u6570\u636e\u65f6\uff0c\u9700\u8981\u4e34\u65f6\u542f\u52a8\u5e76\u767b\u5f55 <strong>MiniQMT \u5ba2\u6237\u7aef<\/strong> \u4ee5\u83b7\u53d6\u5386\u53f2\u6570\u636e\u3002\u5bfc\u5165\u5b8c\u6210\u540e\uff0c\u56de\u6d4b\u9636\u6bb5\u5219\u4e0d\u518d\u9700\u8981 MiniQMT\u3002\n<\/p><\/blockquote>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_78d4f4724689678daa5992a22c30b54a.jpg\" width=\"70%\" \/>\n<\/p>\n<p align=\"center\">MiniQMT\u6570\u636e\u5bfc\u5165\u8bbe\u7f6e<\/p>\n<ol>\n<li><strong>\u70b9\u51fb&#8221;\u4eceMiniQMT\u5bfc\u5165\u6570\u636e&#8221;<\/strong>\uff1a\u5728\u6570\u636e\u7ba1\u7406\u5668\u5de5\u5177\u680f\u4e0a\uff0c\u70b9\u51fb <strong>&#8220;\u4eceMiniQMT\u5bfc\u5165\u6570\u636e&#8221;<\/strong> \u6309\u94ae\u3002<\/li>\n<li><strong>\u9009\u62e9&#8221;\u81ea\u5b9a\u4e49\u8865\u5145\u6570\u636e&#8221;<\/strong>\uff1a\u5728\u5f39\u51fa\u7684\u5bfc\u5165\u5bf9\u8bdd\u6846\u4e2d\uff0c\u5207\u6362\u5230 <strong>&#8220;\u81ea\u5b9a\u4e49\u8865\u5145\u6570\u636e&#8221;<\/strong> \u6807\u7b7e\u9875\uff08Tab\uff09\u3002<\/li>\n<li><strong>\u8bbe\u7f6e\u80a1\u7968\u4ee3\u7801<\/strong>\uff1a\n<ul>\n<li>\u5728&#8221;\u80a1\u7968\u6c60\u9009\u62e9&#8221;\u533a\u57df\uff0c\u70b9\u51fb <strong>&#8220;\u624b\u52a8\u8f93\u5165&#8221;<\/strong>\u3002<\/li>\n<li>\u8f93\u5165 <code>000001.SZ<\/code> \u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u8bbe\u7f6e\u65f6\u95f4\u4e0e\u5468\u671f<\/strong>\uff1a\n<ul>\n<li><strong>\u65e5\u7ebf (1d)<\/strong>\uff1a\u52fe\u9009\uff0c\u8bbe\u7f6e\u65f6\u95f4\u8303\u56f4\uff08\u4f8b\u5982 <code>2024-11-01<\/code> \u81f3 <code>2025-12-31<\/code>\uff09\u3002<br \/>\n\u6ce8\u610f\uff1a\u8bf7\u6309\u7167\u8fd9\u4e2a\u65f6\u95f4\u8303\u56f4\u8bbe\u7f6e\u4e0b\u8f7d\u65f6\u6bb5\uff08\u6216\u8005\u5927\u4e8e\u8fd9\u4e2a\u65f6\u95f4\u6bb5\u7684\u8303\u56f4\uff09\uff0c\u8fd9\u91cc\u8bbe\u7f6e\u7684\u65f6\u95f4\u8303\u56f4\u6bd4\u56de\u6d4b\u65f6\u95f4\u8303\u56f4\u8981\u5bbd\uff0c\u8fd9\u662f\u56e0\u4e3a\u8ba1\u7b97\u5747\u7ebf\u9700\u8981\u66f4\u65e9\u7684\u5386\u53f2\u6570\u636e\u3002<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5f00\u59cb\u5bfc\u5165<\/strong>\uff1a\u70b9\u51fb <strong>&#8220;\u5f00\u59cb\u626b\u63cf\u5e76\u8865\u5145&#8221;<\/strong> \u6309\u94ae\u3002\n<ul>\n<li>\u7cfb\u7edf\u4f1a\u81ea\u52a8\u4ece MiniQMT \u4e0b\u8f7d\u6570\u636e\u5e76\u5199\u5165\u672c\u5730 DuckDB \u6570\u636e\u5e93\u3002<\/li>\n<li>\u89c2\u5bdf\u8fdb\u5ea6\u6761\u548c\u65e5\u5fd7\uff0c\u7b49\u5f85\u4efb\u52a1\u5b8c\u6210\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<h3>2.3 \u9a8c\u8bc1\u6570\u636e<\/h3>\n<p>\u6570\u636e\u5bfc\u5165\u5b8c\u6210\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u7acb\u5373\u5728\u7ba1\u7406\u5668\u4e2d\u9a8c\u8bc1\u6570\u636e\u662f\u5426\u5c31\u7eea\uff1a<\/p>\n<ol>\n<li>\u5173\u95ed\u5bfc\u5165\u5bf9\u8bdd\u6846\uff0c\u56de\u5230\u6570\u636e\u7ba1\u7406\u5668\u4e3b\u754c\u9762\u3002<\/li>\n<li>\u5728 <strong>\u5de6\u4fa7\u6570\u636e\u7ed3\u6784\u6811<\/strong> \u4e2d\uff0c\u5c55\u5f00 <strong><code>\u6df1\u4ea4\u6240 (SZ)<\/code><\/strong> -> <strong><code>\u65e5\u7ebf\u6570\u636e<\/code><\/strong>\u3002<\/li>\n<li>\u70b9\u51fb <strong><code>000001<\/code><\/strong>\u3002<\/li>\n<li><strong>\u53f3\u4fa7\u5c55\u793a\u533a<\/strong> \u5e94\u8be5\u4f1a\u663e\u793a\u51fa\u521a\u521a\u5bfc\u5165\u7684\u65e5\u7ebf\u884c\u60c5\u8868\u683c\u3002<\/li>\n<\/ol>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_9eedd0d308530f2aa73424195809d182.jpg\" width=\"70%\" \/>\n<\/p>\n<p align=\"center\">\u6570\u636e\u9a8c\u8bc1\u7ed3\u679c<\/p>\n<p>\u786e\u8ba4\u65e0\u8bef\u540e\uff0c\u5173\u95ed\u6570\u636e\u7ba1\u7406\u5668\u3002<\/p>\n<h2>3 \u5f00\u59cb\u56de\u6d4b\u4e0e\u89c2\u5bdf<\/h2>\n<p>\u4e07\u4e8b\u4ff1\u5907\uff0c\u73b0\u5728\u6211\u4eec\u53ef\u4ee5\u5f00\u59cb\u4f53\u9a8c DuckDB \u5e26\u6765\u7684\u6781\u901f\u56de\u6d4b\u4e86\u3002<\/p>\n<ol>\n<li><strong>\u70b9\u51fb&#8221;\u5f00\u59cb\u8fd0\u884c&#8221;<\/strong>\uff1a\u7531\u4e8e\u52a0\u8f7d\u7684\u5de5\u7a0b\u6587\u4ef6\u5df2\u9884\u8bbe\u4e86\u56de\u6d4b\u65f6\u95f4\uff0c\u60a8\u65e0\u9700\u624b\u52a8\u8c03\u6574\uff0c\u76f4\u63a5\u70b9\u51fb\u5de5\u5177\u680f\u4e0a\u7684 <strong>&#8220;\u5f00\u59cb\u8fd0\u884c&#8221;<\/strong> \u6309\u94ae\u5373\u53ef\u3002<\/li>\n<li><strong>\u89c2\u5bdf\u8fd0\u884c\u72b6\u6001<\/strong>\uff1a\n<ul>\n<li><strong>\u901f\u5ea6\u5dee\u5f02<\/strong>\uff1a\u60a8\u4f1a\u53d1\u73b0\uff0c\u76f8\u6bd4 V2 \u7248\u672c\u7684 MiniQMT \u6a21\u5f0f\uff0cDuckDB \u6a21\u5f0f\u4e0b\u7684\u56de\u6d4b\u521d\u59cb\u5316\u548c\u6570\u636e\u8bfb\u53d6\u901f\u5ea6\u6709\u663e\u8457\u63d0\u5347\uff0c\u5c24\u5176\u662f\u5728\u7b2c\u4e8c\u6b21\u8fd0\u884c\u65f6\uff08\u56e0\u4e3a\u64cd\u4f5c\u7cfb\u7edf\u4f1a\u7f13\u5b58\u6587\u4ef6\u7d22\u5f15\uff09\u3002<\/li>\n<li><strong>\u7cfb\u7edf\u65e5\u5fd7<\/strong>\uff1a\u53f3\u4fa7\u65e5\u5fd7\u9762\u677f\u4f1a\u8f93\u51fa\u7b56\u7565\u8fd0\u884c\u4fe1\u606f\u3002<\/li>\n<li><strong>\u8fdb\u5ea6\u6761<\/strong>\uff1a\u5e95\u90e8\u72b6\u6001\u680f\u663e\u793a\u56de\u6d4b\u8fdb\u5ea6\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_d113ceca6eb99cdfbbee0ec7b9406ba7.jpg\" width=\"70%\" \/>\n<\/p>\n<h2>4 \u89e3\u8bfb\u56de\u6d4b\u62a5\u544a<\/h2>\n<p>\u7b49\u5f85\u56de\u6d4b\u8fdb\u5ea6\u6761\u8d70\u5230 100%\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5f39\u51fa\u56de\u6d4b\u62a5\u544a\u7a97\u53e3\u3002<\/p>\n<p align=\"center\">\n    <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/02\/wp_editor_md_e149ee582a88b379208e0b29b0dfc3e3.jpg\" width=\"70%\" \/>\n<\/p>\n<p align=\"center\">\u56de\u6d4b\u62a5\u544a\u7a97\u53e3<\/p>\n<p>\u8fd9\u4efd\u62a5\u544a\u6d53\u7f29\u4e86\u7b56\u7565\u5728\u5386\u53f2\u6570\u636e\u4e2d\u7684\u5168\u90e8\u8868\u73b0\uff0c\u4e3b\u8981\u5305\u542b\uff1a<\/p>\n<ul>\n<li><strong>\u6838\u5fc3\u7ee9\u6548\u6307\u6807<\/strong>\uff1a\u5982\u603b\u6536\u76ca\u7387\u3001\u5e74\u5316\u6536\u76ca\u3001\u6700\u5927\u56de\u64a4\u3001\u590f\u666e\u6bd4\u7387\u7b49\u3002<\/li>\n<li><strong>\u53ef\u89c6\u5316\u56fe\u8868<\/strong>\uff1a\u5305\u62ec\u7b56\u7565\u51c0\u503c\u4e0e\u57fa\u51c6\u5bf9\u6bd4\u7684\u8d44\u91d1\u66f2\u7ebf\u3001\u56de\u64a4\u66f2\u7ebf\u7b49\u3002<\/li>\n<li><strong>\u8be6\u7ec6\u4ea4\u6613\u8bb0\u5f55<\/strong>\uff1a\u6bcf\u4e00\u7b14\u4e70\u5165\u548c\u5356\u51fa\u7684\u660e\u7ec6\u3002<\/li>\n<li><strong>\u6bcf\u65e5\u6301\u4ed3\u4e0e\u8d44\u4ea7\u5feb\u7167<\/strong>\uff1a\u65b9\u4fbf\u590d\u76d8\u7b56\u7565\u5728\u4efb\u4f55\u4e00\u5929\u7684\u5177\u4f53\u72b6\u6001\u3002<\/li>\n<\/ul>\n<blockquote><p>\n  \ud83d\udca1 <strong>\u63d0\u793a<\/strong>\uff1a\u5728 V3 \u7248\u672c\u4e2d\uff0c\u6211\u4eec\u8fd8\u65b0\u589e\u4e86 <strong>&#8220;\u4e2a\u80a1\u5fae\u89c2\u5206\u6790&#8221;<\/strong> \u6a21\u5757\u3002\u5728\u56de\u6d4b\u62a5\u544a\u4e2d\u70b9\u51fb <strong>&#8220;\u4e2a\u80a1\u5206\u6790&#8221;<\/strong> \u6309\u94ae\uff0c\u53ef\u4ee5\u67e5\u770b\u6bcf\u4e00\u7b14\u4ea4\u6613\u5728 K \u7ebf\u56fe\u4e0a\u7684\u5177\u4f53\u4e70\u5356\u70b9\u6807\u8bb0\uff0c\u8fd9\u5bf9\u4e8e\u590d\u76d8\u7f51\u683c\u4ea4\u6613\u6216 T0 \u7b56\u7565\u5c24\u4e3a\u6709\u7528\u3002\u66f4\u8be6\u7ec6\u7684\u4e2a\u80a1\u5206\u6790\u529f\u80fd\u4ecb\u7ecd\uff0c\u8bf7\u53c2\u8003\u5b98\u65b9\u6559\u7a0b\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/t0\/\">T0\u4ea4\u6613\u529f\u80fd\u6a21\u5757 &#8211; \u4e2a\u80a1\u5206\u6790<\/a>\n<\/p><\/blockquote>\n<h2>5 \u91cd\u8981\u63d0\u9192\uff1a\u4fdd\u62a4\u60a8\u7684\u7b56\u7565\u6587\u4ef6<\/h2>\n<p>\u5728\u7ed3\u675f\u672c\u7ae0\u4e4b\u524d\uff0c\u518d\u6b21\u5f3a\u8c03\u7b56\u7565\u6587\u4ef6\u5b89\u5168\u7684\u91cd\u8981\u6027\uff1a<\/p>\n<blockquote><p>\n  \u26a0\ufe0f <strong>\u7b56\u7565\u6587\u4ef6\u5b89\u5168\u68c0\u67e5\u6e05\u5355<\/strong><\/p>\n<p>  \u5728\u7ee7\u7eed\u4f7f\u7528\u8f6f\u4ef6\u4e4b\u524d\uff0c\u8bf7\u786e\u8ba4\uff1a<\/p>\n<ul>\n<li>\u2705 \u5df2\u4e86\u89e3\u7528\u6237\u7b56\u7565\u76ee\u5f55\u7684\u4f4d\u7f6e<\/li>\n<li>\u2705 \u5df2\u786e\u8ba4\u7b56\u7565\u6587\u4ef6\u9009\u62e9\u5bf9\u8bdd\u6846\u9ed8\u8ba4\u6253\u5f00\u7528\u6237\u7b56\u7565\u76ee\u5f55<\/li>\n<li>\u2705 \u91cd\u8981\u7684\u7b56\u7565\u6587\u4ef6\u5df2\u4fdd\u5b58\u5728\u5b89\u5168\u4f4d\u7f6e\uff08\u975e\u8f6f\u4ef6\u5b89\u88c5\u76ee\u5f55\uff09<\/li>\n<li>\u2705 \u5df2\u4e3a\u91cd\u8981\u7b56\u7565\u6587\u4ef6\u521b\u5efa\u5907\u4efd<\/li>\n<li>\u2705 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