{"id":1180,"date":"2026-06-06T22:46:04","date_gmt":"2026-06-06T14:46:04","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=1180"},"modified":"2026-06-06T23:53:51","modified_gmt":"2026-06-06T15:53:51","slug":"macos","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/macos\/","title":{"rendered":"macOS \u7aef\u4f7f\u7528\u6559\u7a0b"},"content":{"rendered":"<h2>\u6982\u8ff0<\/h2>\n<p>\u7ee7\u6210\u529f\u517c\u5bb9 Linux \u4e4b\u540e\uff0c\u770b\u6d77\u91cf\u5316\uff08KhQuant\uff09\u4ece <strong>v3.3.3<\/strong> \u8d77\u6b63\u5f0f\u517c\u5bb9 <strong>macOS<\/strong>\uff0c\u81f3\u6b64\u5b8c\u6210\u4e86 Windows\u3001macOS\u3001Linux \u4e09\u7aef\u7684\u8de8\u5e73\u53f0\u62fc\u56fe\u3002<\/p>\n<p>\u4e0e Linux \u7aef\u5b9a\u4f4d\u4e3a\u8f7b\u91cf\u7eaf CLI \u4e0d\u540c\uff0cmacOS \u7aef\u9762\u5411\u7684\u662f\u684c\u9762\u7814\u53d1\u573a\u666f\uff0c\u56e0\u6b64<strong>\u4fdd\u7559\u4e86\u5b8c\u6574\u7684\u56fe\u5f62\u754c\u9762\uff08PyQt5 GUI\uff09<\/strong>\uff0c\u5e76\u9488\u5bf9 Mac \u7cfb\u7edf\u7279\u6027\u505a\u4e86\u6df1\u5ea6\u9002\u914d\u3002\u4e09\u7aef\u5171\u7528\u540c\u4e00\u5957\u7b56\u7565\u4ee3\u7801\u4e0e <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\uff0c\u53ef\u81ea# \u7b2c\u516d\u7ae0\uff1amacOS \u9002\u914d\u4e0e\u4f7f\u7528\u6559\u7a0b<\/p>\n<h2>\u6982\u8ff0<\/h2>\n<p>\u7ee7\u6210\u529f\u517c\u5bb9 Linux \u4e4b\u540e\uff0c\u770b\u6d77\u91cf\u5316\uff08KhQuant\uff09\u4ece <strong>v3.3.3<\/strong> \u8d77\u6b63\u5f0f\u517c\u5bb9 <strong>macOS<\/strong>\uff0c\u81f3\u6b64\u5b8c\u6210\u4e86 Windows\u3001macOS\u3001Linux \u4e09\u7aef\u7684\u8de8\u5e73\u53f0\u62fc\u56fe\u3002<\/p>\n<p>\u4e0e Linux \u7aef\u5b9a\u4f4d\u4e3a\u8f7b\u91cf\u7eaf CLI \u4e0d\u540c\uff0cmacOS \u7aef\u9762\u5411\u7684\u662f\u684c\u9762\u7814\u53d1\u573a\u666f\uff0c\u56e0\u6b64<strong>\u4fdd\u7559\u4e86\u5b8c\u6574\u7684\u56fe\u5f62\u754c\u9762\uff08PyQt5 GUI\uff09<\/strong>\uff0c\u5e76\u9488\u5bf9 Mac \u7cfb\u7edf\u7279\u6027\u505a\u4e86\u6df1\u5ea6\u9002\u914d\u3002\u4e09\u7aef\u5171\u7528\u540c\u4e00\u5957\u7b56\u7565\u4ee3\u7801\u4e0e <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\uff0c\u53ef\u81ea\u7531\u8fc1\u79fb\u6570\u636e\u5e93\uff0c\u5e76\u83b7\u5f97\u5b8c\u5168\u4e00\u81f4\u7684\u56de\u6d4b\u7ed3\u679c\u3002<\/p>\n<p>\u672c\u7ae0\u5c06\u8bb2\u6e05\u4e24\u4ef6\u4e8b\uff1a<strong>macOS \u7aef\u505a\u4e86\u54ea\u4e9b\u9002\u914d<\/strong>\uff0c\u4ee5\u53ca<strong>\u9002\u914d\u4e4b\u540e\u5982\u4f55\u5728 Mac \u4e0a\u628a\u770b\u6d77\u91cf\u5316\u7528\u8d77\u6765<\/strong>\u3002<\/p>\n<blockquote><p>\n  <strong>\u91cd\u8981\u8bf4\u660e<\/strong>\uff1amacOS \u7248\u8f6f\u4ef6\u7684\u7edd\u5927\u90e8\u5206\u64cd\u4f5c\u4e0e Windows \u7248\u5b8c\u5168\u4e00\u81f4\uff08\u754c\u9762\u5e03\u5c40\u3001\u914d\u7f6e\u52a0\u8f7d\u3001\u7b56\u7565\u7f16\u5199\u3001\u56de\u6d4b\u8fd0\u884c\u3001\u62a5\u544a\u67e5\u770b\u7b49\uff09\uff0c\u56e0\u6b64<strong>\u901a\u7528\u529f\u80fd\u53ef\u76f4\u63a5\u53c2\u8003\u672c\u624b\u518c\u53ca\u5b98\u7f51\u7684\u73b0\u6709\u6559\u7a0b<\/strong>\uff0c\u65e0\u9700\u91cd\u590d\u5b66\u4e60\u3002macOS \u5e73\u53f0<strong>\u7279\u6709<\/strong>\u7684\u4f7f\u7528\u65b9\u6cd5\uff08\u5982\u7cfb\u7edf\u8def\u5f84\u3001\u547d\u4ee4\u884c\u5de5\u5177\u5b89\u88c5\u3001\u6570\u636e\u83b7\u53d6\u4e0e\u8de8\u5e73\u53f0\u540c\u6b65\u7b49\u5dee\u5f02\u70b9\uff09\uff0c\u5c06\u5728\u672c\u7bc7\u53ca\u540e\u7eed\u6587\u7ae0\u4e2d\u4e13\u7bc7\u8bba\u8ff0\u3002<\/p>\n<p>  \u9002\u7528\u7248\u672c\uff1av3.3.3 \u53ca\u4ee5\u4e0a\u3002\u672c\u7ae0\u5185\u5bb9\u4e0d\u5f71\u54cd Windows \u4e0e Linux \u7528\u6237\u7684\u65e2\u6709\u4f7f\u7528\u65b9\u5f0f\u3002\n<\/p><\/blockquote>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-131856-1.png\" alt=\"\u770b\u6d77\u91cf\u5316 macOS \u7248\u4e3b\u754c\u9762\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u4e00\u3001\u4e3a\u4ec0\u4e48\u8981\u5728 macOS \u4e0a\u4fdd\u7559 GUI<\/h2>\n<p>\u5728\u505a Linux \u517c\u5bb9\u65f6\uff0c\u51fa\u4e8e\u670d\u52a1\u5668\u90e8\u7f72\u3001\u8f7b\u91cf\u5316\u4e0e\u4f9d\u8d56\u9694\u79bb\u7684\u8003\u8651\uff0c\u6211\u4eec\u6ca1\u6709\u542f\u7528 GUI\u3002\u4f46 macOS \u7528\u6237\u7684\u4f7f\u7528\u573a\u666f\u5b8c\u5168\u4e0d\u540c\uff1aMac \u7528\u6237\u7edd\u5927\u591a\u6570\u662f\u5728\u684c\u9762\u73af\u5883\uff08MacBook \u5c4f\u5e55\u6216\u5916\u63a5\u9ad8\u5206\u5c4f\uff09\u4e0b\u8fdb\u884c\u7b56\u7565\u5f00\u53d1\u4e0e\u5b9a\u91cf\u7814\u7a76\u3002\u5982\u679c\u53ea\u63d0\u4f9b\u547d\u4ee4\u884c\uff0c\u5bf9\u65e5\u5e38\u9ad8\u9891\u7684&#8221;\u7b56\u7565\u8c03\u6574 \u2192 \u5386\u53f2\u56de\u6d4b \u2192 \u56fe\u8868\u5206\u6790&#8221;\u8fed\u4ee3\u4e0d\u591f\u4fbf\u6377\u3002<\/p>\n<p>\u4e3a\u7ed9 macOS \u7528\u6237\u63d0\u4f9b\u66f4\u597d\u7684\u7814\u53d1\u4f53\u9a8c\uff0c\u8de8\u5e73\u53f0\u9002\u914d\u9075\u5faa\u4e86\u4e09\u4e2a\u6838\u5fc3\u539f\u5219\uff1a<\/p>\n<ol>\n<li><strong>\u903b\u8f91 100% \u540c\u6784<\/strong>\uff1a\u4e09\u7aef\u5171\u7528\u5e95\u5c42\u7b56\u7565\u751f\u547d\u5468\u671f\uff08<code>init<\/code> \/ <code>khPreMarket<\/code> \/ <code>khHandlebar<\/code>\uff09\u4e0e <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\u3002\u5728\u4efb\u4e00\u5e73\u53f0\u4e0a\u7f16\u5199\u3001\u8c03\u8bd5\u7684\u7b56\u7565\uff0c\u5747\u53ef\u5728\u5176\u4ed6\u5e73\u53f0\u65e0\u7f1d\u8fd0\u884c\uff0c\u56de\u6d4b\u903b\u8f91\u4e0e\u8ba1\u7b97\u7ed3\u679c\u5b8c\u5168\u4e00\u81f4\u3002<\/li>\n<li><strong>\u9002\u914d macOS \u5e73\u53f0\u7279\u6027<\/strong>\uff1a\u9488\u5bf9 macOS \u7cfb\u7edf\u73af\u5883\uff0c\u5728\u754c\u9762\u5b57\u4f53\u3001\u9ad8\u5206\u8fa8\u7387\uff08Retina\uff09DPI \u9002\u914d\u3001\u6807\u51c6\u7cfb\u7edf\u8def\u5f84\uff08\u6570\u636e\u4e0e\u65e5\u5fd7\u9ed8\u8ba4\u5b58\u5165 <code>~\/Library\/Application Support\/<\/code>\uff09\u4ee5\u53ca\u542f\u52a8\u7a97\u53e3\u7f6e\u9876\u6fc0\u6d3b\u673a\u5236\u4e0a\u505a\u4e86\u4e13\u5c5e\u4f18\u5316\u3002<\/li>\n<li><strong>\u6e05\u6670\u5212\u5206\u529f\u80fd\u8fb9\u754c<\/strong>\uff1a\u53d7\u9650\u4e8e\u56fd\u5185\u5238\u5546\u63a5\u53e3\u751f\u6001\uff0cminiQMT \u5ba2\u6237\u7aef\u4e0e\u539f\u751f\u4ea4\u6613\u63a5\u53e3\uff08xtquant\uff09\u4f9d\u65e7\u662f Windows \u4e13\u5c5e\u3002\u5728 macOS \u754c\u9762\u4e2d\u4e3b\u52a8\u7cbe\u7b80\u4e86\u8fd9\u4e9b\u6682\u4e0d\u652f\u6301\u7684\u529f\u80fd\u5165\u53e3\uff0c\u4fdd\u6301\u754c\u9762\u6e05\u723d\u4e13\u6ce8\uff0c\u907f\u514d\u8bef\u5bfc\u3002<\/li>\n<\/ol>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001515-1.png\" alt=\"macOS \u7aef\u9002\u914d\u539f\u5219\u4e0e\u529f\u80fd\u8fb9\u754c\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u4e8c\u3001macOS \u7248\u529f\u80fd\u5bf9\u6bd4\uff1a\u80fd\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u505a\u4ec0\u4e48<\/h2>\n<p>\u5728 macOS \u7ec8\u7aef\u4e2d\u8fd0\u884c <code>kh doctor<\/code> \u6216 <code>kh version<\/code>\uff0c\u53ef\u67e5\u770b\u5f53\u524d\u7cfb\u7edf\u72b6\u6001\uff0c\u4f1a\u8f93\u51fa\u7c7b\u4f3c\uff1a<code>\u5e73\u53f0: macOS | \u80fd\u529b: GUI, DuckDB, BaoStock, Tushare<\/code>\u3002<\/p>\n<p>\u4e0b\u8868\u6574\u7406\u4e86\u4e09\u5927\u5e73\u53f0\u7684\u529f\u80fd\u652f\u6301\u60c5\u51b5\uff0c\u4fbf\u4e8e\u4f60\u5728\u90e8\u7f72\u524d\u5bf9\u7167\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>Windows \u684c\u9762\u7248<\/th>\n<th>macOS \u684c\u9762\u7248<\/th>\n<th>Linux \u670d\u52a1\u5668\u7248<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u56fe\u5f62\u754c\u9762 (PyQt5 GUI)<\/strong><\/td>\n<td>\u652f\u6301\uff08\u5168\u529f\u80fd\uff09<\/td>\n<td><strong>\u652f\u6301\uff08\u9488\u5bf9 Mac \u9002\u914d\uff09<\/strong><\/td>\n<td>\u4e0d\u652f\u6301\uff08\u65e0 GUI\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u547d\u4ee4\u884c\u5de5\u5177 (CLI)<\/strong><\/td>\n<td>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/td>\n<td><strong>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/strong><\/td>\n<td>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5238\u5546\u4ea4\u6613\u63a5\u53e3 (xtquant)<\/strong><\/td>\n<td>\u652f\u6301\uff08\u9700 miniQMT\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>miniQMT \u5ba2\u6237\u7aef\u5524\u8d77<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u672c\u5730 DuckDB \u5b58\u50a8<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<td><strong>\u652f\u6301<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5916\u63a5\u79d1\u5b66\u6570\u636e\u6e90<\/strong><\/td>\n<td>BaoStock \/ Tushare \/ xtdata<\/td>\n<td><strong>BaoStock \/ Tushare<\/strong><\/td>\n<td>BaoStock \/ Tushare<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5185\u7f6e\u7f16\u8f91\u5668\u53ca\u8c03\u8bd5<\/strong><\/td>\n<td>\u652f\u6301\uff08\u5916\u5d4c VSCode\uff09<\/td>\n<td>\u4e0d\u652f\u6301\uff08\u7528\u7cfb\u7edf VS Code\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u81ea\u52a8\u68c0\u67e5\u4e0e\u66f4\u65b0<\/strong><\/td>\n<td>\u652f\u6301\uff08\u4e00\u952e\u4e0b\u8f7d exe\uff09<\/td>\n<td>\u4e0d\u652f\u6301\uff08\u8d70 git\/pipx\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u4e00\u53e5\u8bdd\u603b\u7ed3<\/strong>\uff1amacOS \u7aef\u9664\u4e86\u7528\u4e0d\u4e86 miniQMT\/xtquant\uff08\u6570\u636e\u6e90\u4e0e\u5b9e\u76d8\u63a5\u53e3\uff09\u3001\u4e0d\u5185\u7f6e VSCode \u8c03\u8bd5\u8fd9\u4e24\u70b9\u4e4b\u5916\uff0cGUI\u3001DuckDB\u3001\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u3001\u56de\u6d4b\u4e0e\u62a5\u544a\u7b49\u6838\u5fc3\u80fd\u529b\u4e0e Windows \u7aef\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001macOS \u6df1\u5ea6\u9002\u914d\uff1a\u4e3b\u4f53\u529f\u80fd\u4e0e\u6570\u636e\u7ba1\u7406<\/h2>\n<p>\u4e3a\u8ba9\u770b\u6d77\u91cf\u5316\u5728 macOS \u4e0a\u8fd0\u884c\u5f97\u66f4\u9ad8\u6548\uff0c\u6211\u4eec\u5bf9\u754c\u9762\u4e0e\u5e95\u5c42\u6570\u636e\u6d41\u505a\u4e86\u6df1\u5ea6\u9002\u914d\u4e0e\u88c1\u526a\u3002<\/p>\n<h3>1. \u89c6\u89c9\u4e0e\u4e3b\u4f53\u529f\u80fd\u5b8c\u5168\u4e00\u81f4<\/h3>\n<p>\u6211\u4eec\u4e3a macOS \u9002\u914d\u4e86\u6807\u51c6\u7684\u6d45\u8272\uff08\u767d\u8272\uff09\u8f6f\u4ef6\u4e3b\u9898\uff0c\u4f7f\u4e4b\u4e0e Mac \u7cfb\u7edf\u539f\u751f\u89c6\u89c9\u98ce\u683c\u4fdd\u6301\u4e00\u81f4\u3002\u754c\u9762\u4e4b\u4e0b\uff0c\u4e3b\u4f53\u529f\u80fd\u5f97\u5230 100% \u4fdd\u7559\u4e0e\u5bf9\u9f50\uff1a<\/p>\n<ul>\n<li><strong>DuckDB \u6570\u636e\u5e93\u652f\u6301<\/strong>\uff1a\u4f7f\u7528\u4e0e Windows \u7aef\u76f8\u540c\u7684\u672c\u5730\u9ad8\u5e76\u53d1 DuckDB \u5b58\u50a8\u5f15\u64ce\uff0c\u4fdd\u8bc1\u9ad8\u6548\u7684\u6570\u636e\u8bfb\u5199\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001943-1.png\" alt=\"macOS \u7aef DuckDB \u672c\u5730\u6570\u636e\u5e93\" width=\"85%\" \/>\n<\/div>\n<ul>\n<li><strong>T+0 \u4ea4\u6613\u9002\u914d<\/strong>\uff1a\u5b8c\u6574\u652f\u6301 T+0 \u4ea4\u6613\u89c4\u5219\uff08\u5982\u7b26\u5408\u65e5\u5185 T+0 \u7684 ETF \u57fa\u91d1\u4ea4\u6613\uff09\uff0c\u63d0\u4f9b\u7cbe\u786e\u7684\u6301\u4ed3\u4e0e\u8d44\u91d1\u5360\u7528\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u56de\u6d4b\u62a5\u544a\u751f\u6210<\/strong>\uff1a\u652f\u6301\u65e0\u5934\u6a21\u5f0f\uff08headless\uff09\u4e0b\u56fe\u8868\u7684\u6b63\u786e\u6e32\u67d3\u3002\u56de\u6d4b\u7ed3\u675f\u540e\uff0c\u81ea\u52a8\u751f\u6210\u5305\u542b\u8d44\u91d1\u66f2\u7ebf\u3001\u4ea4\u6613\u5206\u5e03\u53ca\u591a\u7ef4\u98ce\u9669\u6307\u6807\u7684 HTML \u62a5\u544a\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001600-1-scaled.png\" alt=\"macOS \u7aef HTML \u56de\u6d4b\u62a5\u544a\" width=\"85%\" \/>\n<\/div>\n<h3>2. \u7cbe\u7b80\u540e\u7684\u6570\u636e\u7ba1\u7406\u754c\u9762<\/h3>\n<p>\u7531\u4e8e miniQMT \u5ba2\u6237\u7aef\u65e0\u6cd5\u5728 macOS \u5e73\u53f0\u8fd0\u884c\uff0c\u672c\u7740\u7cbe\u7b80\u3001\u6e05\u6670\u7684\u539f\u5219\uff0c\u5728 macOS \u684c\u9762\u7aef\u4e2d\uff1a<\/p>\n<ul>\n<li>\u9690\u85cf\u5e76\u7981\u7528\u4e86 miniQMT \u7684\u5ba2\u6237\u7aef\u542f\u52a8\u3001\u8bbe\u7f6e\u4e0e\u81ea\u52a8\u8c03\u7528\u63a5\u53e3\u3002<\/li>\n<li>\u79fb\u9664\u4e86 Windows \u4e13\u5c5e\u7684&#8221;\u4ece miniQMT\/xtdata \u5bfc\u5165\u6570\u636e&#8221;\u6a21\u5757\uff0c\u754c\u9762\u4e0a\u4ec5\u4fdd\u7559\u672c\u5730 DuckDB \u6570\u636e\u7ba1\u7406\u5668\uff0c\u964d\u4f4e\u754c\u9762\u5197\u4f59\uff0c\u63d0\u5347\u4e0a\u624b\u76f4\u89c2\u6027\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-104311-1.png\" alt=\"macOS \u7aef\u7cbe\u7b80\u540e\u7684\u6570\u636e\u7ba1\u7406\u754c\u9762\" width=\"85%\" \/>\n<\/div>\n<h3>3. \u5b8c\u6574\u4fdd\u7559\u7684 CLI \u547d\u4ee4\u884c\u529f\u80fd<\/h3>\n<p>\u770b\u6d77\u91cf\u5316\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff08CLI\uff09\u5728 macOS \u4e0b\u5f97\u5230\u4e86\u5b8c\u6574\u4fdd\u7559\uff0c\u53ef\u5728\u7ec8\u7aef\u4e2d\u5b8c\u6210\u6240\u6709\u7b56\u7565\u56de\u6d4b\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u53c2\u6570\u8c03\u4f18\u3002<\/p>\n<ul>\n<li><strong>\u5168\u5c40 <code>kh<\/code> \u547d\u4ee4\u4e00\u952e\u5b89\u88c5<\/strong>\uff1a\u5728 macOS GUI \u5de5\u5177\u680f\u4e2d\u63d0\u4f9b\u4e86\u300c\u5b89\u88c5\u547d\u4ee4\u884c\u5de5\u5177\u300d\u6309\u94ae\u3002\u70b9\u51fb\u540e\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5728 <code>\/usr\/local\/bin\/kh<\/code> \u521b\u5efa\u8f6f\u94fe\u63a5\uff0c\u6307\u5411\u5185\u7f6e\u6838\u5fc3\u7a0b\u5e8f\u3002\u6b64\u540e\u53ea\u9700\u5728 Mac \u7ec8\u7aef\u8f93\u5165 <code>kh run configs\/demo.kh<\/code> \u5373\u53ef\u8dd1\u56de\u6d4b\u3002<\/li>\n<li><strong>\u5b8c\u7f8e\u7684 ANSI \u989c\u8272\u4e0e\u8f93\u51fa\u652f\u6301<\/strong>\uff1amacOS \u7ec8\u7aef\u539f\u751f\u652f\u6301 ANSI \u989c\u8272\uff0c\u56de\u6d4b\u8fc7\u7a0b\u4e2d\u7684\u65e5\u5fd7\u3001\u5bf9\u9f50\u62a5\u8868\u53ca\u547d\u4ee4\u884c\u4ea4\u4e92\u4f53\u9a8c\u826f\u597d\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001614-1.png\" alt=\"macOS \u7ec8\u7aef kh \u547d\u4ee4\u884c\u8f93\u51fa\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u56db\u3001\u5b89\u88c5\u6307\u5357\uff1a\u5982\u4f55\u5728 Mac \u4e0a\u88c5\u597d\u770b\u6d77\u91cf\u5316<\/h2>\n<blockquote><p>\n  <strong>\u4e0b\u8f7d\u5730\u5740<\/strong>\uff1amacOS \u7248\u5b89\u88c5\u5305\uff08DMG\uff09\u8bf7\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d\u9875\u83b7\u53d6 \ud83d\udc49 <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/beta\/\">https:\/\/khsci.com\/khQuant\/beta\/<\/a><\/p>\n<p>  <strong>\u6ce8\u610f<\/strong>\uff1a\u652f\u6301 macOS \u7cfb\u7edf\u7684\u7248\u672c\u76ee\u524d<strong>\u4ec5\u5bf9\u5185\u6d4b\u7528\u6237\u5f00\u653e<\/strong>\u3002\u5982\u5c1a\u672a\u52a0\u5165\u5185\u6d4b\uff0c\u53ef\u5173\u6ce8\u516c\u4f17\u53f7\u300c\u770b\u6d77\u7684\u57ce\u5821\u300d\u4e86\u89e3\u5f00\u901a\u65b9\u5f0f\u3002\n<\/p><\/blockquote>\n<h3>1. \u65b9\u5f0f A\uff1a\u6807\u51c6 DMG \u5b89\u88c5\u5305\uff08\u63a8\u8350\u666e\u901a\u7528\u6237\uff09<\/h3>\n<ol>\n<li>\u83b7\u5f97 <code>khQuant_Mac_V3.3.3.dmg<\/code> \u5b89\u88c5\u5305\u540e\u53cc\u51fb\u6253\u5f00\u3002<\/li>\n<li>\u5c06 <strong>khQuant.app<\/strong> \u56fe\u6807\u62d6\u62fd\u81f3 <strong>Applications<\/strong>\uff08\u5e94\u7528\u7a0b\u5e8f\uff09\u6587\u4ef6\u5939\u5feb\u6377\u65b9\u5f0f\u4e2d\u3002<\/li>\n<li>\u9996\u6b21\u542f\u52a8\u5982\u679c\u5f39\u51fa&#8221;\u65e0\u6cd5\u9a8c\u8bc1\u5f00\u53d1\u8005&#8221;\u7684\u7cfb\u7edf\u62e6\u622a\uff0c\u8bf7\u524d\u5f80 Mac <strong>\u7cfb\u7edf\u8bbe\u7f6e \u2192 \u9690\u79c1\u4e0e\u5b89\u5168\u6027<\/strong>\uff0c\u70b9\u51fb&#8221;\u4ecd\u8981\u6253\u5f00&#8221;\u5373\u53ef\u3002<\/li>\n<li>\u542f\u52a8\u540e\uff0c\u5728&#8221;\u8bbe\u7f6e&#8221;\u4e2d\u5b8c\u6210\u521d\u59cb\u76ee\u5f55\uff08\u6570\u636e\u3001\u7b56\u7565\u3001\u56de\u6d4b\u7ed3\u679c\uff09\u7684\u914d\u7f6e\u3002<\/li>\n<\/ol>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001843-1.png\" alt=\"macOS DMG \u5b89\u88c5\u4e0e\u9996\u6b21\u542f\u52a8\" width=\"85%\" \/>\n<\/div>\n<h3>2. \u65b9\u5f0f B\uff1a\u6e90\u7801\u8fd0\u884c\uff08\u9002\u5408\u5f00\u53d1\u8005\u4e0e\u5185\u6d4b\u7528\u6237\uff09<\/h3>\n<pre><code class=\"language-bash line-numbers\"># 1. \u514b\u9686\u6216\u4e0b\u8f7d\u4ee3\u7801\u5230\u672c\u5730\u76ee\u5f55\u540e\u8fdb\u5165\ncd \/path\/to\/khQuant\/code\n\n# 2. \u5b89\u88c5\u8de8\u5e73\u53f0\u4f9d\u8d56\uff08\u786e\u4fdd\u4f7f\u7528\u7684\u662f Python 3.10+\uff09\npip3 install -r requirements.txt\n\n# 3. \u8fd0\u884c\u4e3b\u754c\u9762\npython3 GUIkhQuant.py\n<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1aMac \u7cfb\u7edf\u4e0b\u8fd0\u884c\u6e90\u7801\u9700\u672c\u673a\u5df2\u6b63\u786e\u5b89\u88c5 PyQt5\u3002\n<\/p><\/blockquote>\n<hr \/>\n<h2>\u4e94\u3001\u5feb\u901f\u4e0a\u624b\uff1a\u5728 Mac \u4e0a\u8dd1\u901a\u7b2c\u4e00\u4e2a\u56de\u6d4b<\/h2>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6309\u4ee5\u4e0b\u6d41\u7a0b\u5373\u53ef\u5728 Mac \u4e0a\u5b8c\u6210\u4ece\u51c6\u5907\u6570\u636e\u5230\u67e5\u770b\u62a5\u544a\u7684\u5b8c\u6574\u95ed\u73af\u3002<\/p>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u5b8c\u6210\u521d\u59cb\u76ee\u5f55\u914d\u7f6e<\/h3>\n<p>\u9996\u6b21\u542f\u52a8\u540e\u8fdb\u5165&#8221;\u8bbe\u7f6e&#8221;\uff0c\u786e\u8ba4\u6570\u636e\u76ee\u5f55\u3001\u7b56\u7565\u76ee\u5f55\u3001\u56de\u6d4b\u7ed3\u679c\u76ee\u5f55\u5df2\u914d\u7f6e\u3002macOS \u7aef\u9ed8\u8ba4\u4f1a\u6307\u5411\u6807\u51c6\u7cfb\u7edf\u8def\u5f84 <code>~\/Library\/Application Support\/khQuant\/<\/code>\uff0c\u4e00\u822c\u4fdd\u6301\u9ed8\u8ba4\u5373\u53ef\u3002<\/p>\n<h3>\u7b2c\u4e8c\u6b65\uff1a\u51c6\u5907\u5386\u53f2\u6570\u636e<\/h3>\n<p>\u7531\u4e8e macOS \u6ca1\u6709 xtdata \u6570\u636e\u6e90\uff0c\u9700\u5148\u901a\u8fc7\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u628a\u884c\u60c5\u62c9\u5230\u672c\u5730 DuckDB\u3002\u53ef\u5728 GUI \u7684\u6570\u636e\u7ba1\u7406\u754c\u9762\u64cd\u4f5c\uff0c\u6216\u5728\u7ec8\u7aef\u4f7f\u7528 CLI\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">kh data download --source baostock --stocks 000001.SZ --period 1d --start 20240101\n<\/code><\/pre>\n<blockquote><p>\n  BaoStock \u514d token\u3001\u4e0d\u9650\u6d41\uff0c\u662f macOS \u7aef\u63a8\u8350\u7684\u514d\u8d39\u6570\u636e\u6e90\u3002Tushare \u4ea6\u53d7\u652f\u6301\u3002\n<\/p><\/blockquote>\n<h3>\u7b2c\u4e09\u6b65\uff1a\u52a0\u8f7d\u914d\u7f6e\u4e0e\u7b56\u7565<\/h3>\n<ol>\n<li>\u5728\u4e3b\u754c\u9762\u70b9\u51fb\u300c\u52a0\u8f7d\u914d\u7f6e\u300d\uff0c\u9009\u62e9\u4e00\u4e2a <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\uff08\u5982\u968f\u6e90\u7801\u9644\u5e26\u7684\u793a\u4f8b\u914d\u7f6e\uff09\u3002<\/li>\n<li>\u6e90\u7801\u4e0b\u8f7d\u5230\u672c\u5730\u540e\u8def\u5f84\u53ef\u80fd\u53d8\u5316\uff0c\u9700\u5728\u300c\u7b56\u7565\u6587\u4ef6\u8def\u5f84\u300d\u5904\u70b9\u51fb\u300c\u2026\u300d\u6d4f\u89c8\uff0c\u91cd\u65b0\u6307\u5b9a\u8981\u8fd0\u884c\u7684 <code>.py<\/code> \u7b56\u7565\u6587\u4ef6\u3002<\/li>\n<li>\u5728\u300c\u80a1\u7968\u6c60\u8bbe\u7f6e\u300d\u4e2d\u586b\u5165\u8981\u56de\u6d4b\u7684\u6807\u7684\u4ee3\u7801\uff08\u5982 <code>513050.SH<\/code>\uff09\u3002<\/li>\n<\/ol>\n<h3>\u7b2c\u56db\u6b65\uff1a\u8fd0\u884c\u56de\u6d4b\u5e76\u67e5\u770b\u62a5\u544a<\/h3>\n<ol>\n<li>\u786e\u8ba4\u8d77\u6b62\u65f6\u95f4\u3001\u521d\u59cb\u8d44\u91d1\u7b49\u53c2\u6570\u7b26\u5408\u9884\u671f\u3002<\/li>\n<li>\u70b9\u51fb\u300c\u8fd0\u884c\u56de\u6d4b\u300d\uff0c\u89c2\u5bdf\u65e5\u5fd7\u8f93\u51fa\u7b49\u5f85\u5b8c\u6210\u3002<\/li>\n<li>\u56de\u6d4b\u7ed3\u675f\u540e\u81ea\u52a8\u751f\u6210 HTML \u62a5\u544a\uff0c\u53ef\u5728 Mac \u4e0a\u7528\u6d4f\u89c8\u5668\u76f4\u63a5\u6253\u5f00\uff0c\u67e5\u770b\u8d44\u91d1\u66f2\u7ebf\u3001\u4ea4\u6613\u660e\u7ec6\u4e0e\u5173\u952e\u6307\u6807\u3002<\/li>\n<\/ol>\n<blockquote><p>\n  \u4e5f\u53ef\u5728\u7ec8\u7aef\u7528 <code>kh run configs\/your_config.kh<\/code> \u8dd1\u56de\u6d4b\uff0c\u4e0e GUI \u5b8c\u5168\u7b49\u4ef7\u3002CLI \u7684\u5b8c\u6574\u7528\u6cd5\uff08\u793a\u4f8b\u7b56\u7565\u3001\u53c2\u6570\u3001\u62a5\u544a\u67e5\u770b\u7b49\uff09\u89c1\u5b98\u7f51 <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/cli\/\">CLI \u547d\u4ee4\u884c\u5de5\u5177\u6307\u5357<\/a>\uff0c\u4e09\u7aef\u901a\u7528\u3002\n<\/p><\/blockquote>\n<hr \/>\n<h2>\u516d\u3001macOS \u7aef\u7684\u56de\u6d4b\u6570\u636e\u83b7\u53d6\u8def\u5f84<\/h2>\n<p>\u5728\u6ca1\u6709 miniQMT \u6570\u636e\u6e90\u7684\u60c5\u51b5\u4e0b\uff0cmacOS \u7528\u6237\u4f9d\u7136\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\u8f7b\u677e\u83b7\u53d6\u548c\u540c\u6b65\u884c\u60c5\u6570\u636e\uff1a<\/p>\n<ol>\n<li><strong>\u514d\u8d39\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u76f4\u8fde<\/strong>\uff1a\u901a\u8fc7 BaoStock\uff08\u514d token\u3001\u4e0d\u9650\u6d41\uff09\u548c Tushare\uff0c\u5c06\u5386\u53f2\u65e5\u7ebf\u3001\u5206\u949f\u7ebf\u76f4\u63a5\u4e0b\u8f7d\u5230\u672c\u5730 DuckDB\u3002<\/li>\n<li><strong><code>baostock_proxy<\/code> \u81ea\u52a8\u4ee3\u7406<\/strong>\uff1a\u9488\u5bf9\u90e8\u5206\u4f01\u4e1a\u3001\u5b66\u6821\u6216\u7279\u6b8a\u7f51\u7edc\u73af\u5883\u4e0b TCP \u7aef\u53e3\u53d7\u963b\u7684\u95ee\u9898\uff0c\u65b0\u7248\u672c\u589e\u52a0\u4e86\u4e00\u5c42 socket \u62e6\u622a\u4ee3\u7406\u3002\u76f4\u8fde\u5931\u8d25\u65f6\u4f1a\u81ea\u52a8\u901a\u8fc7\u672c\u673a\u7684 HTTP\/HTTPS \u4ee3\u7406\u5efa\u7acb\u8fde\u63a5\uff0c\u786e\u4fdd\u884c\u60c5\u4e0b\u8f7d\u987a\u7545\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u6570\u636e\u65e0\u7f1d\u540c\u6b65<\/strong>\uff1a\u5982\u679c\u4f60\u5728 Windows \u4e0a\u5df2\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684 DuckDB \u672c\u5730\u6570\u636e\u5e93\uff0c\u53ef\u76f4\u63a5\u5c06 Windows \u4e0b\u7684\u6570\u636e\u76ee\u5f55\u62f7\u8d1d\u5230 Mac \u7684\u9ed8\u8ba4\u6570\u636e\u8def\u5f84\uff08<code>~\/Library\/Application Support\/khQuant\/stock_data<\/code>\uff09\u3002\u4e24\u7aef\u6570\u636e\u683c\u5f0f 100% \u517c\u5bb9\uff0c\u65e0\u9700\u4efb\u4f55\u683c\u5f0f\u8f6c\u6362\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u4e03\u3001\u8de8\u5e73\u53f0\u534f\u4f5c\u5de5\u4f5c\u6d41\uff1aWindows + Mac + Linux \u534f\u540c\u56de\u6d4b<\/h2>\n<p>\u968f\u7740 macOS \u7248\u56fe\u5f62\u754c\u9762\u7684\u52a0\u5165\uff0c\u770b\u6d77\u91cf\u5316\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u8de8\u5e73\u53f0\u3002\u4ee5<strong>\u4ee3\u7801\u5e93\uff08Git\uff09\u4e3a\u4e2d\u5fc3\u3001\u5404\u7cfb\u7edf\u53d1\u6325\u6240\u957f<\/strong>\uff0c\u53ef\u4ee5\u6784\u5efa\u4e00\u5957\u6807\u51c6\u3001\u9ad8\u6548\u7684\u5206\u5e03\u5f0f\u7b56\u7565\u56de\u6d4b\u7814\u53d1\u5de5\u4f5c\u6d41\uff1a<\/p>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/2026\/06\/image-20260601-001704-1.png\" alt=\"Windows + Mac + Linux \u8de8\u5e73\u53f0\u534f\u4f5c\u5de5\u4f5c\u6d41\" width=\"85%\" \/>\n<\/div>\n<ul>\n<li><strong>\u672c\u5730\u7814\u53d1\u9a8c\u8bc1\u7aef\uff08MacBook \u968f\u8eab\u673a\uff09<\/strong>\uff1a\u5728\u79fb\u52a8\u529e\u516c\u3001\u5dee\u65c5\u6216\u65e5\u5e38\u4f7f\u7528\u4e2d\u8fd0\u884c Mac \u684c\u9762\u7248\u3002\u7528\u719f\u6089\u7684\u7f16\u8f91\u5668\uff0c\u901a\u8fc7 BaoStock \u7b49\u7b2c\u4e09\u65b9\u6570\u636e\u6216\u62f7\u8d1d\u7684\u5c0f\u6837\u672c DuckDB \u6570\u636e\uff0c\u8fdb\u884c\u7b56\u7565\u7f16\u5199\u3001\u903b\u8f91\u9a8c\u8bc1\u4e0e\u5355\u6b21\u5feb\u901f\u56de\u6d4b\uff0c\u5e76\u5728 Mac \u5c4f\u5e55\u4e0a\u67e5\u770b HTML \u9ad8\u6e05\u4ea4\u4e92\u5f0f\u62a5\u544a\u3002<\/li>\n<li><strong>\u7b97\u529b\u52a0\u901f\u7aef\uff08Linux \u4e91\u670d\u52a1\u5668\uff09<\/strong>\uff1a\u901a\u8fc7 Git \u628a\u7b56\u7565\u540c\u6b65\u5230 Linux \u670d\u52a1\u5668\u3002Linux CLI \u7248\u6781\u5ea6\u8f7b\u91cf\uff0c\u53ef\u5229\u7528\u4e91\u7aef\u591a\u6838 CPU\uff0c\u901a\u8fc7 Shell \u811a\u672c\u6216 Crontab \u8c03\u5ea6\uff0c\u5bf9\u7b56\u7565\u505a\u5927\u6279\u91cf\u3001\u591a\u8fdb\u7a0b\u7684\u53c2\u6570\u7f51\u683c\u5bfb\u4f18\uff08Grid Search\uff09\u3002<\/li>\n<li><strong>\u5168\u91cf\u56de\u6d4b\u4e2d\u5fc3\uff08Windows \u6570\u636e\u4e2d\u5fc3\uff09<\/strong>\uff1a\u5229\u7528 Windows \u7aef\u72ec\u6709\u7684 miniQMT\/xtdata \u9ad8\u901f\u884c\u60c5\u63a5\u6536\u80fd\u529b\uff0c\u6301\u7eed\u6784\u5efa\u6700\u5b8c\u6574\u3001\u6700\u9ad8\u9891\u7684\u672c\u5730 DuckDB \u6570\u636e\u5e93\uff08\u5982 Tick\u3001\u5168\u80a1\u7968\u6c60 1 \u5206\u949f K \u7ebf\uff09\uff0c\u5e76\u501f\u52a9\u5f3a\u5927\u786c\u4ef6\u505a\u5168\u91cf\u80a1\u7968\u6c60\u3001\u8d85\u957f\u65f6\u95f4\u8de8\u5ea6\u7684\u6781\u9650\u538b\u529b\u56de\u6d4b\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u534f\u540c\u65b9\u5f0f\uff08Windows \u8dd1\u5168\u91cf\u6781\u901f\u56de\u6d4b\u4e0e\u884c\u60c5\u589e\u91cf\u66f4\u65b0\u3001Mac \u505a\u672c\u5730\u8f7b\u91cf\u7814\u7a76\u4e0e\u7b56\u7565\u5f00\u53d1\u3001Linux \u505a\u53c2\u6570\u5bfb\u4f18\uff09\u80fd\u6700\u5927\u5316\u5229\u7528\u8bbe\u5907\u6027\u80fd\uff0c\u8ba9\u91cf\u5316\u7814\u53d1\u6d41\u7a0b\u66f4\u9ad8\u6548\u3001\u79d1\u5b66\u3002<\/p>\n<hr \/>\n<h2>\u516b\u3001\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>Q\uff1a\u9996\u6b21\u542f\u52a8\u63d0\u793a&#8221;\u65e0\u6cd5\u9a8c\u8bc1\u5f00\u53d1\u8005&#8221;\u6253\u4e0d\u5f00\uff1f<\/strong><br \/>\nA\uff1a\u8fd9\u662f macOS Gatekeeper \u7684\u6b63\u5e38\u62e6\u622a\u3002\u524d\u5f80 <strong>\u7cfb\u7edf\u8bbe\u7f6e \u2192 \u9690\u79c1\u4e0e\u5b89\u5168\u6027<\/strong>\uff0c\u627e\u5230\u5bf9\u5e94\u63d0\u793a\u70b9\u51fb&#8221;\u4ecd\u8981\u6253\u5f00&#8221;\u5373\u53ef\u3002<\/p>\n<p><strong>Q\uff1a<code>kh doctor<\/code> \u663e\u793a xtdata \/ miniQMT \u4e0d\u53ef\u7528\uff1f<\/strong><br \/>\nA\uff1a\u5728 macOS \u4e0a\u8fd9\u662f\u6b63\u5e38\u73b0\u8c61\uff0c\u4e0d\u662f bug\u3002miniQMT \u4ec5 Windows \u53ef\u7528\u3002\u786e\u4fdd <code>.kh<\/code> \u914d\u7f6e\u4e0e\u6570\u636e\u4e0b\u8f7d\u90fd\u4f7f\u7528 BaoStock \/ Tushare \u5373\u53ef\u3002<\/p>\n<p><strong>Q\uff1aWindows \u4e0a\u4e0b\u8f7d\u7684\u6570\u636e\u80fd\u76f4\u63a5\u62ff\u5230 Mac \u7528\u5417\uff1f<\/strong><br \/>\nA\uff1a\u53ef\u4ee5\u3002\u4e24\u7aef DuckDB \u6570\u636e\u683c\u5f0f 100% \u517c\u5bb9\uff0c\u628a\u6570\u636e\u76ee\u5f55\u62f7\u5230 <code>~\/Library\/Application Support\/khQuant\/stock_data<\/code> \u5373\u53ef\uff0c\u65e0\u9700\u8f6c\u6362\u3002<\/p>\n<p><strong>Q\uff1a\u7ec8\u7aef\u91cc\u8f93\u5165 <code>kh<\/code> \u63d0\u793a command not found\uff1f<\/strong><br \/>\nA\uff1a\u5728 macOS GUI \u5de5\u5177\u680f\u70b9\u51fb\u300c\u5b89\u88c5\u547d\u4ee4\u884c\u5de5\u5177\u300d\uff0c\u7cfb\u7edf\u4f1a\u5728 <code>\/usr\/local\/bin\/kh<\/code> \u5efa\u7acb\u8f6f\u94fe\u63a5\uff1b\u4e4b\u540e\u91cd\u5f00\u7ec8\u7aef\u5373\u53ef\u4f7f\u7528\u3002<\/p>\n<hr \/>\n<h2>\u9644\u5f55\uff1a\u8d44\u6e90\u94fe\u63a5<\/h2>\n<ul>\n<li><strong>\u770b\u6d77\u91cf\u5316\u5b98\u65b9\u7f51\u7ad9<\/strong>\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/\">https:\/\/khsci.com\/khQuant\/<\/a><\/li>\n<li><strong>CLI \u547d\u4ee4\u884c\u5de5\u5177\u6307\u5357<\/strong>\uff1a<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/cli\/\">https:\/\/khsci.com\/khQuant\/cli\/<\/a><br \/>\n\u7531\u8fc1\u79fb\u6570\u636e\u5e93\uff0c\u5e76\u83b7\u5f97\u5b8c\u5168\u4e00\u81f4\u7684\u56de\u6d4b\u7ed3\u679c\u3002<\/li>\n<\/ul>\n<p>\u672c\u7ae0\u5c06\u8bb2\u6e05\u4e24\u4ef6\u4e8b\uff1a<strong>macOS \u7aef\u505a\u4e86\u54ea\u4e9b\u9002\u914d<\/strong>\uff0c\u4ee5\u53ca<strong>\u9002\u914d\u4e4b\u540e\u5982\u4f55\u5728 Mac \u4e0a\u628a\u770b\u6d77\u91cf\u5316\u7528\u8d77\u6765<\/strong>\u3002<\/p>\n<blockquote><p>\n  <strong>\u91cd\u8981\u8bf4\u660e<\/strong>\uff1amacOS \u7248\u8f6f\u4ef6\u7684\u7edd\u5927\u90e8\u5206\u64cd\u4f5c\u4e0e Windows \u7248\u5b8c\u5168\u4e00\u81f4\uff08\u754c\u9762\u5e03\u5c40\u3001\u914d\u7f6e\u52a0\u8f7d\u3001\u7b56\u7565\u7f16\u5199\u3001\u56de\u6d4b\u8fd0\u884c\u3001\u62a5\u544a\u67e5\u770b\u7b49\uff09\uff0c\u56e0\u6b64<strong>\u901a\u7528\u529f\u80fd\u53ef\u76f4\u63a5\u53c2\u8003\u672c\u624b\u518c\u53ca\u5b98\u7f51\u7684\u73b0\u6709\u6559\u7a0b<\/strong>\uff0c\u65e0\u9700\u91cd\u590d\u5b66\u4e60\u3002macOS \u5e73\u53f0<strong>\u7279\u6709<\/strong>\u7684\u4f7f\u7528\u65b9\u6cd5\uff08\u5982\u7cfb\u7edf\u8def\u5f84\u3001\u547d\u4ee4\u884c\u5de5\u5177\u5b89\u88c5\u3001\u6570\u636e\u83b7\u53d6\u4e0e\u8de8\u5e73\u53f0\u540c\u6b65\u7b49\u5dee\u5f02\u70b9\uff09\uff0c\u5c06\u5728\u672c\u7bc7\u53ca\u540e\u7eed\u6587\u7ae0\u4e2d\u4e13\u7bc7\u8bba\u8ff0\u3002<\/p>\n<p>  \u9002\u7528\u7248\u672c\uff1av3.3.3 \u53ca\u4ee5\u4e0a\u3002\u672c\u7ae0\u5185\u5bb9\u4e0d\u5f71\u54cd Windows \u4e0e Linux \u7528\u6237\u7684\u65e2\u6709\u4f7f\u7528\u65b9\u5f0f\u3002\n<\/p><\/blockquote>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-131856.png\" alt=\"\u770b\u6d77\u91cf\u5316 macOS \u7248\u4e3b\u754c\u9762\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u4e00\u3001\u4e3a\u4ec0\u4e48\u8981\u5728 macOS \u4e0a\u4fdd\u7559 GUI<\/h2>\n<p>\u5728\u505a Linux \u517c\u5bb9\u65f6\uff0c\u51fa\u4e8e\u670d\u52a1\u5668\u90e8\u7f72\u3001\u8f7b\u91cf\u5316\u4e0e\u4f9d\u8d56\u9694\u79bb\u7684\u8003\u8651\uff0c\u6211\u4eec\u6ca1\u6709\u542f\u7528 GUI\u3002\u4f46 macOS \u7528\u6237\u7684\u4f7f\u7528\u573a\u666f\u5b8c\u5168\u4e0d\u540c\uff1aMac \u7528\u6237\u7edd\u5927\u591a\u6570\u662f\u5728\u684c\u9762\u73af\u5883\uff08MacBook \u5c4f\u5e55\u6216\u5916\u63a5\u9ad8\u5206\u5c4f\uff09\u4e0b\u8fdb\u884c\u7b56\u7565\u5f00\u53d1\u4e0e\u5b9a\u91cf\u7814\u7a76\u3002\u5982\u679c\u53ea\u63d0\u4f9b\u547d\u4ee4\u884c\uff0c\u5bf9\u65e5\u5e38\u9ad8\u9891\u7684&#8221;\u7b56\u7565\u8c03\u6574 \u2192 \u5386\u53f2\u56de\u6d4b \u2192 \u56fe\u8868\u5206\u6790&#8221;\u8fed\u4ee3\u4e0d\u591f\u4fbf\u6377\u3002<\/p>\n<p>\u4e3a\u7ed9 macOS \u7528\u6237\u63d0\u4f9b\u66f4\u597d\u7684\u7814\u53d1\u4f53\u9a8c\uff0c\u8de8\u5e73\u53f0\u9002\u914d\u9075\u5faa\u4e86\u4e09\u4e2a\u6838\u5fc3\u539f\u5219\uff1a<\/p>\n<ol>\n<li><strong>\u903b\u8f91 100% \u540c\u6784<\/strong>\uff1a\u4e09\u7aef\u5171\u7528\u5e95\u5c42\u7b56\u7565\u751f\u547d\u5468\u671f\uff08<code>init<\/code> \/ <code>khPreMarket<\/code> \/ <code>khHandlebar<\/code>\uff09\u4e0e <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\u3002\u5728\u4efb\u4e00\u5e73\u53f0\u4e0a\u7f16\u5199\u3001\u8c03\u8bd5\u7684\u7b56\u7565\uff0c\u5747\u53ef\u5728\u5176\u4ed6\u5e73\u53f0\u65e0\u7f1d\u8fd0\u884c\uff0c\u56de\u6d4b\u903b\u8f91\u4e0e\u8ba1\u7b97\u7ed3\u679c\u5b8c\u5168\u4e00\u81f4\u3002<\/li>\n<li><strong>\u9002\u914d macOS \u5e73\u53f0\u7279\u6027<\/strong>\uff1a\u9488\u5bf9 macOS \u7cfb\u7edf\u73af\u5883\uff0c\u5728\u754c\u9762\u5b57\u4f53\u3001\u9ad8\u5206\u8fa8\u7387\uff08Retina\uff09DPI \u9002\u914d\u3001\u6807\u51c6\u7cfb\u7edf\u8def\u5f84\uff08\u6570\u636e\u4e0e\u65e5\u5fd7\u9ed8\u8ba4\u5b58\u5165 <code>~\/Library\/Application Support\/<\/code>\uff09\u4ee5\u53ca\u542f\u52a8\u7a97\u53e3\u7f6e\u9876\u6fc0\u6d3b\u673a\u5236\u4e0a\u505a\u4e86\u4e13\u5c5e\u4f18\u5316\u3002<\/li>\n<li><strong>\u6e05\u6670\u5212\u5206\u529f\u80fd\u8fb9\u754c<\/strong>\uff1a\u53d7\u9650\u4e8e\u56fd\u5185\u5238\u5546\u63a5\u53e3\u751f\u6001\uff0cminiQMT \u5ba2\u6237\u7aef\u4e0e\u539f\u751f\u4ea4\u6613\u63a5\u53e3\uff08xtquant\uff09\u4f9d\u65e7\u662f Windows \u4e13\u5c5e\u3002\u5728 macOS \u754c\u9762\u4e2d\u4e3b\u52a8\u7cbe\u7b80\u4e86\u8fd9\u4e9b\u6682\u4e0d\u652f\u6301\u7684\u529f\u80fd\u5165\u53e3\uff0c\u4fdd\u6301\u754c\u9762\u6e05\u723d\u4e13\u6ce8\uff0c\u907f\u514d\u8bef\u5bfc\u3002<\/li>\n<\/ol>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001515.png\" alt=\"macOS \u7aef\u9002\u914d\u539f\u5219\u4e0e\u529f\u80fd\u8fb9\u754c\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u4e8c\u3001macOS \u7248\u529f\u80fd\u5bf9\u6bd4\uff1a\u80fd\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u505a\u4ec0\u4e48<\/h2>\n<p>\u5728 macOS \u7ec8\u7aef\u4e2d\u8fd0\u884c <code>kh doctor<\/code> \u6216 <code>kh version<\/code>\uff0c\u53ef\u67e5\u770b\u5f53\u524d\u7cfb\u7edf\u72b6\u6001\uff0c\u4f1a\u8f93\u51fa\u7c7b\u4f3c\uff1a<code>\u5e73\u53f0: macOS | \u80fd\u529b: GUI, DuckDB, BaoStock, Tushare<\/code>\u3002<\/p>\n<p>\u4e0b\u8868\u6574\u7406\u4e86\u4e09\u5927\u5e73\u53f0\u7684\u529f\u80fd\u652f\u6301\u60c5\u51b5\uff0c\u4fbf\u4e8e\u4f60\u5728\u90e8\u7f72\u524d\u5bf9\u7167\uff1a<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7ef4\u5ea6<\/th>\n<th>Windows \u684c\u9762\u7248<\/th>\n<th>macOS \u684c\u9762\u7248<\/th>\n<th>Linux \u670d\u52a1\u5668\u7248<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td><strong>\u56fe\u5f62\u754c\u9762 (PyQt5 GUI)<\/strong><\/td>\n<td>\u652f\u6301\uff08\u5168\u529f\u80fd\uff09<\/td>\n<td><strong>\u652f\u6301\uff08\u9488\u5bf9 Mac \u9002\u914d\uff09<\/strong><\/td>\n<td>\u4e0d\u652f\u6301\uff08\u65e0 GUI\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u547d\u4ee4\u884c\u5de5\u5177 (CLI)<\/strong><\/td>\n<td>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/td>\n<td><strong>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/strong><\/td>\n<td>\u652f\u6301\uff08<code>kh<\/code> \u547d\u4ee4\uff09<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5238\u5546\u4ea4\u6613\u63a5\u53e3 (xtquant)<\/strong><\/td>\n<td>\u652f\u6301\uff08\u9700 miniQMT\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>miniQMT \u5ba2\u6237\u7aef\u5524\u8d77<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u672c\u5730 DuckDB \u5b58\u50a8<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<td><strong>\u652f\u6301<\/strong><\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5916\u63a5\u79d1\u5b66\u6570\u636e\u6e90<\/strong><\/td>\n<td>BaoStock \/ Tushare \/ xtdata<\/td>\n<td><strong>BaoStock \/ Tushare<\/strong><\/td>\n<td>BaoStock \/ Tushare<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5185\u7f6e\u7f16\u8f91\u5668\u53ca\u8c03\u8bd5<\/strong><\/td>\n<td>\u652f\u6301\uff08\u5916\u5d4c VSCode\uff09<\/td>\n<td>\u4e0d\u652f\u6301\uff08\u7528\u7cfb\u7edf VS Code\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><strong>\u81ea\u52a8\u68c0\u67e5\u4e0e\u66f4\u65b0<\/strong><\/td>\n<td>\u652f\u6301\uff08\u4e00\u952e\u4e0b\u8f7d exe\uff09<\/td>\n<td>\u4e0d\u652f\u6301\uff08\u8d70 git\/pipx\uff09<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p><strong>\u4e00\u53e5\u8bdd\u603b\u7ed3<\/strong>\uff1amacOS \u7aef\u9664\u4e86\u7528\u4e0d\u4e86 miniQMT\/xtquant\uff08\u6570\u636e\u6e90\u4e0e\u5b9e\u76d8\u63a5\u53e3\uff09\u3001\u4e0d\u5185\u7f6e VSCode \u8c03\u8bd5\u8fd9\u4e24\u70b9\u4e4b\u5916\uff0cGUI\u3001DuckDB\u3001\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u3001\u56de\u6d4b\u4e0e\u62a5\u544a\u7b49\u6838\u5fc3\u80fd\u529b\u4e0e Windows \u7aef\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001macOS \u6df1\u5ea6\u9002\u914d\uff1a\u4e3b\u4f53\u529f\u80fd\u4e0e\u6570\u636e\u7ba1\u7406<\/h2>\n<p>\u4e3a\u8ba9\u770b\u6d77\u91cf\u5316\u5728 macOS \u4e0a\u8fd0\u884c\u5f97\u66f4\u9ad8\u6548\uff0c\u6211\u4eec\u5bf9\u754c\u9762\u4e0e\u5e95\u5c42\u6570\u636e\u6d41\u505a\u4e86\u6df1\u5ea6\u9002\u914d\u4e0e\u88c1\u526a\u3002<\/p>\n<h3>1. \u89c6\u89c9\u4e0e\u4e3b\u4f53\u529f\u80fd\u5b8c\u5168\u4e00\u81f4<\/h3>\n<p>\u6211\u4eec\u4e3a macOS \u9002\u914d\u4e86\u6807\u51c6\u7684\u6d45\u8272\uff08\u767d\u8272\uff09\u8f6f\u4ef6\u4e3b\u9898\uff0c\u4f7f\u4e4b\u4e0e Mac \u7cfb\u7edf\u539f\u751f\u89c6\u89c9\u98ce\u683c\u4fdd\u6301\u4e00\u81f4\u3002\u754c\u9762\u4e4b\u4e0b\uff0c\u4e3b\u4f53\u529f\u80fd\u5f97\u5230 100% \u4fdd\u7559\u4e0e\u5bf9\u9f50\uff1a<\/p>\n<ul>\n<li><strong>DuckDB \u6570\u636e\u5e93\u652f\u6301<\/strong>\uff1a\u4f7f\u7528\u4e0e Windows \u7aef\u76f8\u540c\u7684\u672c\u5730\u9ad8\u5e76\u53d1 DuckDB \u5b58\u50a8\u5f15\u64ce\uff0c\u4fdd\u8bc1\u9ad8\u6548\u7684\u6570\u636e\u8bfb\u5199\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001943.png\" alt=\"macOS \u7aef DuckDB \u672c\u5730\u6570\u636e\u5e93\" width=\"85%\" \/>\n<\/div>\n<ul>\n<li><strong>T+0 \u4ea4\u6613\u9002\u914d<\/strong>\uff1a\u5b8c\u6574\u652f\u6301 T+0 \u4ea4\u6613\u89c4\u5219\uff08\u5982\u7b26\u5408\u65e5\u5185 T+0 \u7684 ETF \u57fa\u91d1\u4ea4\u6613\uff09\uff0c\u63d0\u4f9b\u7cbe\u786e\u7684\u6301\u4ed3\u4e0e\u8d44\u91d1\u5360\u7528\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u56de\u6d4b\u62a5\u544a\u751f\u6210<\/strong>\uff1a\u652f\u6301\u65e0\u5934\u6a21\u5f0f\uff08headless\uff09\u4e0b\u56fe\u8868\u7684\u6b63\u786e\u6e32\u67d3\u3002\u56de\u6d4b\u7ed3\u675f\u540e\uff0c\u81ea\u52a8\u751f\u6210\u5305\u542b\u8d44\u91d1\u66f2\u7ebf\u3001\u4ea4\u6613\u5206\u5e03\u53ca\u591a\u7ef4\u98ce\u9669\u6307\u6807\u7684 HTML \u62a5\u544a\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001600.png\" alt=\"macOS \u7aef HTML \u56de\u6d4b\u62a5\u544a\" width=\"85%\" \/>\n<\/div>\n<h3>2. \u7cbe\u7b80\u540e\u7684\u6570\u636e\u7ba1\u7406\u754c\u9762<\/h3>\n<p>\u7531\u4e8e miniQMT \u5ba2\u6237\u7aef\u65e0\u6cd5\u5728 macOS \u5e73\u53f0\u8fd0\u884c\uff0c\u672c\u7740\u7cbe\u7b80\u3001\u6e05\u6670\u7684\u539f\u5219\uff0c\u5728 macOS \u684c\u9762\u7aef\u4e2d\uff1a<\/p>\n<ul>\n<li>\u9690\u85cf\u5e76\u7981\u7528\u4e86 miniQMT \u7684\u5ba2\u6237\u7aef\u542f\u52a8\u3001\u8bbe\u7f6e\u4e0e\u81ea\u52a8\u8c03\u7528\u63a5\u53e3\u3002<\/li>\n<li>\u79fb\u9664\u4e86 Windows \u4e13\u5c5e\u7684&#8221;\u4ece miniQMT\/xtdata \u5bfc\u5165\u6570\u636e&#8221;\u6a21\u5757\uff0c\u754c\u9762\u4e0a\u4ec5\u4fdd\u7559\u672c\u5730 DuckDB \u6570\u636e\u7ba1\u7406\u5668\uff0c\u964d\u4f4e\u754c\u9762\u5197\u4f59\uff0c\u63d0\u5347\u4e0a\u624b\u76f4\u89c2\u6027\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-104311.png\" alt=\"macOS \u7aef\u7cbe\u7b80\u540e\u7684\u6570\u636e\u7ba1\u7406\u754c\u9762\" width=\"85%\" \/>\n<\/div>\n<h3>3. \u5b8c\u6574\u4fdd\u7559\u7684 CLI \u547d\u4ee4\u884c\u529f\u80fd<\/h3>\n<p>\u770b\u6d77\u91cf\u5316\u5f3a\u5927\u7684\u547d\u4ee4\u884c\u5de5\u5177\uff08CLI\uff09\u5728 macOS \u4e0b\u5f97\u5230\u4e86\u5b8c\u6574\u4fdd\u7559\uff0c\u53ef\u5728\u7ec8\u7aef\u4e2d\u5b8c\u6210\u6240\u6709\u7b56\u7565\u56de\u6d4b\u3001\u6570\u636e\u7ba1\u7406\u4e0e\u53c2\u6570\u8c03\u4f18\u3002<\/p>\n<ul>\n<li><strong>\u5168\u5c40 <code>kh<\/code> \u547d\u4ee4\u4e00\u952e\u5b89\u88c5<\/strong>\uff1a\u5728 macOS GUI \u5de5\u5177\u680f\u4e2d\u63d0\u4f9b\u4e86\u300c\u5b89\u88c5\u547d\u4ee4\u884c\u5de5\u5177\u300d\u6309\u94ae\u3002\u70b9\u51fb\u540e\uff0c\u7cfb\u7edf\u4f1a\u81ea\u52a8\u5728 <code>\/usr\/local\/bin\/kh<\/code> \u521b\u5efa\u8f6f\u94fe\u63a5\uff0c\u6307\u5411\u5185\u7f6e\u6838\u5fc3\u7a0b\u5e8f\u3002\u6b64\u540e\u53ea\u9700\u5728 Mac \u7ec8\u7aef\u8f93\u5165 <code>kh run configs\/demo.kh<\/code> \u5373\u53ef\u8dd1\u56de\u6d4b\u3002<\/li>\n<li><strong>\u5b8c\u7f8e\u7684 ANSI \u989c\u8272\u4e0e\u8f93\u51fa\u652f\u6301<\/strong>\uff1amacOS \u7ec8\u7aef\u539f\u751f\u652f\u6301 ANSI \u989c\u8272\uff0c\u56de\u6d4b\u8fc7\u7a0b\u4e2d\u7684\u65e5\u5fd7\u3001\u5bf9\u9f50\u62a5\u8868\u53ca\u547d\u4ee4\u884c\u4ea4\u4e92\u4f53\u9a8c\u826f\u597d\u3002<\/li>\n<\/ul>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001614.png\" alt=\"macOS \u7ec8\u7aef kh \u547d\u4ee4\u884c\u8f93\u51fa\" width=\"85%\" \/>\n<\/div>\n<hr \/>\n<h2>\u56db\u3001\u5b89\u88c5\u6307\u5357\uff1a\u5982\u4f55\u5728 Mac \u4e0a\u88c5\u597d\u770b\u6d77\u91cf\u5316<\/h2>\n<blockquote><p>\n  <strong>\u4e0b\u8f7d\u5730\u5740<\/strong>\uff1amacOS \u7248\u5b89\u88c5\u5305\uff08DMG\uff09\u8bf7\u524d\u5f80\u5b98\u7f51\u4e0b\u8f7d\u9875\u83b7\u53d6 \ud83d\udc49 <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/beta\/\">https:\/\/khsci.com\/khQuant\/beta\/<\/a><\/p>\n<p>  <strong>\u6ce8\u610f<\/strong>\uff1a\u652f\u6301 macOS \u7cfb\u7edf\u7684\u7248\u672c\u76ee\u524d<strong>\u4ec5\u5bf9\u5185\u6d4b\u7528\u6237\u5f00\u653e<\/strong>\u3002\u5982\u5c1a\u672a\u52a0\u5165\u5185\u6d4b\uff0c\u53ef\u5173\u6ce8\u516c\u4f17\u53f7\u300c\u770b\u6d77\u7684\u57ce\u5821\u300d\u4e86\u89e3\u5f00\u901a\u65b9\u5f0f\u3002\n<\/p><\/blockquote>\n<h3>1. \u65b9\u5f0f A\uff1a\u6807\u51c6 DMG \u5b89\u88c5\u5305\uff08\u63a8\u8350\u666e\u901a\u7528\u6237\uff09<\/h3>\n<ol>\n<li>\u83b7\u5f97 <code>khQuant_Mac_V3.3.3.dmg<\/code> \u5b89\u88c5\u5305\u540e\u53cc\u51fb\u6253\u5f00\u3002<\/li>\n<li>\u5c06 <strong>khQuant.app<\/strong> \u56fe\u6807\u62d6\u62fd\u81f3 <strong>Applications<\/strong>\uff08\u5e94\u7528\u7a0b\u5e8f\uff09\u6587\u4ef6\u5939\u5feb\u6377\u65b9\u5f0f\u4e2d\u3002<\/li>\n<li>\u9996\u6b21\u542f\u52a8\u5982\u679c\u5f39\u51fa&#8221;\u65e0\u6cd5\u9a8c\u8bc1\u5f00\u53d1\u8005&#8221;\u7684\u7cfb\u7edf\u62e6\u622a\uff0c\u8bf7\u524d\u5f80 Mac <strong>\u7cfb\u7edf\u8bbe\u7f6e \u2192 \u9690\u79c1\u4e0e\u5b89\u5168\u6027<\/strong>\uff0c\u70b9\u51fb&#8221;\u4ecd\u8981\u6253\u5f00&#8221;\u5373\u53ef\u3002<\/li>\n<li>\u542f\u52a8\u540e\uff0c\u5728&#8221;\u8bbe\u7f6e&#8221;\u4e2d\u5b8c\u6210\u521d\u59cb\u76ee\u5f55\uff08\u6570\u636e\u3001\u7b56\u7565\u3001\u56de\u6d4b\u7ed3\u679c\uff09\u7684\u914d\u7f6e\u3002<\/li>\n<\/ol>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001843.png\" alt=\"macOS DMG \u5b89\u88c5\u4e0e\u9996\u6b21\u542f\u52a8\" width=\"85%\" \/>\n<\/div>\n<h3>2. \u65b9\u5f0f B\uff1a\u6e90\u7801\u8fd0\u884c\uff08\u9002\u5408\u5f00\u53d1\u8005\u4e0e\u5185\u6d4b\u7528\u6237\uff09<\/h3>\n<pre><code class=\"language-bash line-numbers\"># 1. \u514b\u9686\u6216\u4e0b\u8f7d\u4ee3\u7801\u5230\u672c\u5730\u76ee\u5f55\u540e\u8fdb\u5165\ncd \/path\/to\/khQuant\/code\n\n# 2. \u5b89\u88c5\u8de8\u5e73\u53f0\u4f9d\u8d56\uff08\u786e\u4fdd\u4f7f\u7528\u7684\u662f Python 3.10+\uff09\npip3 install -r requirements.txt\n\n# 3. \u8fd0\u884c\u4e3b\u754c\u9762\npython3 GUIkhQuant.py\n<\/code><\/pre>\n<blockquote><p>\n  \u63d0\u793a\uff1aMac \u7cfb\u7edf\u4e0b\u8fd0\u884c\u6e90\u7801\u9700\u672c\u673a\u5df2\u6b63\u786e\u5b89\u88c5 PyQt5\u3002\n<\/p><\/blockquote>\n<hr \/>\n<h2>\u4e94\u3001\u5feb\u901f\u4e0a\u624b\uff1a\u5728 Mac \u4e0a\u8dd1\u901a\u7b2c\u4e00\u4e2a\u56de\u6d4b<\/h2>\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6309\u4ee5\u4e0b\u6d41\u7a0b\u5373\u53ef\u5728 Mac \u4e0a\u5b8c\u6210\u4ece\u51c6\u5907\u6570\u636e\u5230\u67e5\u770b\u62a5\u544a\u7684\u5b8c\u6574\u95ed\u73af\u3002<\/p>\n<h3>\u7b2c\u4e00\u6b65\uff1a\u5b8c\u6210\u521d\u59cb\u76ee\u5f55\u914d\u7f6e<\/h3>\n<p>\u9996\u6b21\u542f\u52a8\u540e\u8fdb\u5165&#8221;\u8bbe\u7f6e&#8221;\uff0c\u786e\u8ba4\u6570\u636e\u76ee\u5f55\u3001\u7b56\u7565\u76ee\u5f55\u3001\u56de\u6d4b\u7ed3\u679c\u76ee\u5f55\u5df2\u914d\u7f6e\u3002macOS \u7aef\u9ed8\u8ba4\u4f1a\u6307\u5411\u6807\u51c6\u7cfb\u7edf\u8def\u5f84 <code>~\/Library\/Application Support\/khQuant\/<\/code>\uff0c\u4e00\u822c\u4fdd\u6301\u9ed8\u8ba4\u5373\u53ef\u3002<\/p>\n<h3>\u7b2c\u4e8c\u6b65\uff1a\u51c6\u5907\u5386\u53f2\u6570\u636e<\/h3>\n<p>\u7531\u4e8e macOS \u6ca1\u6709 xtdata \u6570\u636e\u6e90\uff0c\u9700\u5148\u901a\u8fc7\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u628a\u884c\u60c5\u62c9\u5230\u672c\u5730 DuckDB\u3002\u53ef\u5728 GUI \u7684\u6570\u636e\u7ba1\u7406\u754c\u9762\u64cd\u4f5c\uff0c\u6216\u5728\u7ec8\u7aef\u4f7f\u7528 CLI\uff1a<\/p>\n<pre><code class=\"language-bash line-numbers\">kh data download --source baostock --stocks 000001.SZ --period 1d --start 20240101\n<\/code><\/pre>\n<blockquote><p>\n  BaoStock \u514d token\u3001\u4e0d\u9650\u6d41\uff0c\u662f macOS \u7aef\u63a8\u8350\u7684\u514d\u8d39\u6570\u636e\u6e90\u3002Tushare \u4ea6\u53d7\u652f\u6301\u3002\n<\/p><\/blockquote>\n<h3>\u7b2c\u4e09\u6b65\uff1a\u52a0\u8f7d\u914d\u7f6e\u4e0e\u7b56\u7565<\/h3>\n<ol>\n<li>\u5728\u4e3b\u754c\u9762\u70b9\u51fb\u300c\u52a0\u8f7d\u914d\u7f6e\u300d\uff0c\u9009\u62e9\u4e00\u4e2a <code>.kh<\/code> \u914d\u7f6e\u6587\u4ef6\uff08\u5982\u968f\u6e90\u7801\u9644\u5e26\u7684\u793a\u4f8b\u914d\u7f6e\uff09\u3002<\/li>\n<li>\u6e90\u7801\u4e0b\u8f7d\u5230\u672c\u5730\u540e\u8def\u5f84\u53ef\u80fd\u53d8\u5316\uff0c\u9700\u5728\u300c\u7b56\u7565\u6587\u4ef6\u8def\u5f84\u300d\u5904\u70b9\u51fb\u300c\u2026\u300d\u6d4f\u89c8\uff0c\u91cd\u65b0\u6307\u5b9a\u8981\u8fd0\u884c\u7684 <code>.py<\/code> \u7b56\u7565\u6587\u4ef6\u3002<\/li>\n<li>\u5728\u300c\u80a1\u7968\u6c60\u8bbe\u7f6e\u300d\u4e2d\u586b\u5165\u8981\u56de\u6d4b\u7684\u6807\u7684\u4ee3\u7801\uff08\u5982 <code>513050.SH<\/code>\uff09\u3002<\/li>\n<\/ol>\n<h3>\u7b2c\u56db\u6b65\uff1a\u8fd0\u884c\u56de\u6d4b\u5e76\u67e5\u770b\u62a5\u544a<\/h3>\n<ol>\n<li>\u786e\u8ba4\u8d77\u6b62\u65f6\u95f4\u3001\u521d\u59cb\u8d44\u91d1\u7b49\u53c2\u6570\u7b26\u5408\u9884\u671f\u3002<\/li>\n<li>\u70b9\u51fb\u300c\u8fd0\u884c\u56de\u6d4b\u300d\uff0c\u89c2\u5bdf\u65e5\u5fd7\u8f93\u51fa\u7b49\u5f85\u5b8c\u6210\u3002<\/li>\n<li>\u56de\u6d4b\u7ed3\u675f\u540e\u81ea\u52a8\u751f\u6210 HTML \u62a5\u544a\uff0c\u53ef\u5728 Mac \u4e0a\u7528\u6d4f\u89c8\u5668\u76f4\u63a5\u6253\u5f00\uff0c\u67e5\u770b\u8d44\u91d1\u66f2\u7ebf\u3001\u4ea4\u6613\u660e\u7ec6\u4e0e\u5173\u952e\u6307\u6807\u3002<\/li>\n<\/ol>\n<blockquote><p>\n  \u4e5f\u53ef\u5728\u7ec8\u7aef\u7528 <code>kh run configs\/your_config.kh<\/code> \u8dd1\u56de\u6d4b\uff0c\u4e0e GUI \u5b8c\u5168\u7b49\u4ef7\u3002CLI \u7684\u5b8c\u6574\u7528\u6cd5\uff08\u793a\u4f8b\u7b56\u7565\u3001\u53c2\u6570\u3001\u62a5\u544a\u67e5\u770b\u7b49\uff09\u89c1\u5b98\u7f51 <a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/cli\/\">CLI \u547d\u4ee4\u884c\u5de5\u5177\u6307\u5357<\/a>\uff0c\u4e09\u7aef\u901a\u7528\u3002\n<\/p><\/blockquote>\n<hr \/>\n<h2>\u516d\u3001macOS \u7aef\u7684\u56de\u6d4b\u6570\u636e\u83b7\u53d6\u8def\u5f84<\/h2>\n<p>\u5728\u6ca1\u6709 miniQMT \u6570\u636e\u6e90\u7684\u60c5\u51b5\u4e0b\uff0cmacOS \u7528\u6237\u4f9d\u7136\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\u8f7b\u677e\u83b7\u53d6\u548c\u540c\u6b65\u884c\u60c5\u6570\u636e\uff1a<\/p>\n<ol>\n<li><strong>\u514d\u8d39\u7b2c\u4e09\u65b9\u6570\u636e\u6e90\u76f4\u8fde<\/strong>\uff1a\u901a\u8fc7 BaoStock\uff08\u514d token\u3001\u4e0d\u9650\u6d41\uff09\u548c Tushare\uff0c\u5c06\u5386\u53f2\u65e5\u7ebf\u3001\u5206\u949f\u7ebf\u76f4\u63a5\u4e0b\u8f7d\u5230\u672c\u5730 DuckDB\u3002<\/li>\n<li><strong><code>baostock_proxy<\/code> \u81ea\u52a8\u4ee3\u7406<\/strong>\uff1a\u9488\u5bf9\u90e8\u5206\u4f01\u4e1a\u3001\u5b66\u6821\u6216\u7279\u6b8a\u7f51\u7edc\u73af\u5883\u4e0b TCP \u7aef\u53e3\u53d7\u963b\u7684\u95ee\u9898\uff0c\u65b0\u7248\u672c\u589e\u52a0\u4e86\u4e00\u5c42 socket \u62e6\u622a\u4ee3\u7406\u3002\u76f4\u8fde\u5931\u8d25\u65f6\u4f1a\u81ea\u52a8\u901a\u8fc7\u672c\u673a\u7684 HTTP\/HTTPS \u4ee3\u7406\u5efa\u7acb\u8fde\u63a5\uff0c\u786e\u4fdd\u884c\u60c5\u4e0b\u8f7d\u987a\u7545\u3002<\/li>\n<li><strong>\u8de8\u5e73\u53f0\u6570\u636e\u65e0\u7f1d\u540c\u6b65<\/strong>\uff1a\u5982\u679c\u4f60\u5728 Windows \u4e0a\u5df2\u79ef\u7d2f\u4e86\u4e30\u5bcc\u7684 DuckDB \u672c\u5730\u6570\u636e\u5e93\uff0c\u53ef\u76f4\u63a5\u5c06 Windows \u4e0b\u7684\u6570\u636e\u76ee\u5f55\u62f7\u8d1d\u5230 Mac \u7684\u9ed8\u8ba4\u6570\u636e\u8def\u5f84\uff08<code>~\/Library\/Application Support\/khQuant\/stock_data<\/code>\uff09\u3002\u4e24\u7aef\u6570\u636e\u683c\u5f0f 100% \u517c\u5bb9\uff0c\u65e0\u9700\u4efb\u4f55\u683c\u5f0f\u8f6c\u6362\u3002<\/li>\n<\/ol>\n<hr \/>\n<h2>\u4e03\u3001\u8de8\u5e73\u53f0\u534f\u4f5c\u5de5\u4f5c\u6d41\uff1aWindows + Mac + Linux \u534f\u540c\u56de\u6d4b<\/h2>\n<p>\u968f\u7740 macOS \u7248\u56fe\u5f62\u754c\u9762\u7684\u52a0\u5165\uff0c\u770b\u6d77\u91cf\u5316\u5b9e\u73b0\u4e86\u771f\u6b63\u7684\u8de8\u5e73\u53f0\u3002\u4ee5<strong>\u4ee3\u7801\u5e93\uff08Git\uff09\u4e3a\u4e2d\u5fc3\u3001\u5404\u7cfb\u7edf\u53d1\u6325\u6240\u957f<\/strong>\uff0c\u53ef\u4ee5\u6784\u5efa\u4e00\u5957\u6807\u51c6\u3001\u9ad8\u6548\u7684\u5206\u5e03\u5f0f\u7b56\u7565\u56de\u6d4b\u7814\u53d1\u5de5\u4f5c\u6d41\uff1a<\/p>\n<div align=\"center\">\n  <img decoding=\"async\" src=\"..\/..\/images\/image-20260601-001704.png\" alt=\"Windows + Mac + Linux \u8de8\u5e73\u53f0\u534f\u4f5c\u5de5\u4f5c\u6d41\" width=\"85%\" \/>\n<\/div>\n<ul>\n<li><strong>\u672c\u5730\u7814\u53d1\u9a8c\u8bc1\u7aef\uff08MacBook \u968f\u8eab\u673a\uff09<\/strong>\uff1a\u5728\u79fb\u52a8\u529e\u516c\u3001\u5dee\u65c5\u6216\u65e5\u5e38\u4f7f\u7528\u4e2d\u8fd0\u884c Mac \u684c\u9762\u7248\u3002\u7528\u719f\u6089\u7684\u7f16\u8f91\u5668\uff0c\u901a\u8fc7 BaoStock \u7b49\u7b2c\u4e09\u65b9\u6570\u636e\u6216\u62f7\u8d1d\u7684\u5c0f\u6837\u672c DuckDB \u6570\u636e\uff0c\u8fdb\u884c\u7b56\u7565\u7f16\u5199\u3001\u903b\u8f91\u9a8c\u8bc1\u4e0e\u5355\u6b21\u5feb\u901f\u56de\u6d4b\uff0c\u5e76\u5728 Mac \u5c4f\u5e55\u4e0a\u67e5\u770b HTML \u9ad8\u6e05\u4ea4\u4e92\u5f0f\u62a5\u544a\u3002<\/li>\n<li><strong>\u7b97\u529b\u52a0\u901f\u7aef\uff08Linux \u4e91\u670d\u52a1\u5668\uff09<\/strong>\uff1a\u901a\u8fc7 Git \u628a\u7b56\u7565\u540c\u6b65\u5230 Linux \u670d\u52a1\u5668\u3002Linux CLI \u7248\u6781\u5ea6\u8f7b\u91cf\uff0c\u53ef\u5229\u7528\u4e91\u7aef\u591a\u6838 CPU\uff0c\u901a\u8fc7 Shell \u811a\u672c\u6216 Crontab \u8c03\u5ea6\uff0c\u5bf9\u7b56\u7565\u505a\u5927\u6279\u91cf\u3001\u591a\u8fdb\u7a0b\u7684\u53c2\u6570\u7f51\u683c\u5bfb\u4f18\uff08Grid Search\uff09\u3002<\/li>\n<li><strong>\u5168\u91cf\u56de\u6d4b\u4e2d\u5fc3\uff08Windows \u6570\u636e\u4e2d\u5fc3\uff09<\/strong>\uff1a\u5229\u7528 Windows \u7aef\u72ec\u6709\u7684 miniQMT\/xtdata \u9ad8\u901f\u884c\u60c5\u63a5\u6536\u80fd\u529b\uff0c\u6301\u7eed\u6784\u5efa\u6700\u5b8c\u6574\u3001\u6700\u9ad8\u9891\u7684\u672c\u5730 DuckDB \u6570\u636e\u5e93\uff08\u5982 Tick\u3001\u5168\u80a1\u7968\u6c60 1 \u5206\u949f K \u7ebf\uff09\uff0c\u5e76\u501f\u52a9\u5f3a\u5927\u786c\u4ef6\u505a\u5168\u91cf\u80a1\u7968\u6c60\u3001\u8d85\u957f\u65f6\u95f4\u8de8\u5ea6\u7684\u6781\u9650\u538b\u529b\u56de\u6d4b\u3002<\/li>\n<\/ul>\n<p>\u8fd9\u79cd\u534f\u540c\u65b9\u5f0f\uff08Windows \u8dd1\u5168\u91cf\u6781\u901f\u56de\u6d4b\u4e0e\u884c\u60c5\u589e\u91cf\u66f4\u65b0\u3001Mac \u505a\u672c\u5730\u8f7b\u91cf\u7814\u7a76\u4e0e\u7b56\u7565\u5f00\u53d1\u3001Linux \u505a\u53c2\u6570\u5bfb\u4f18\uff09\u80fd\u6700\u5927\u5316\u5229\u7528\u8bbe\u5907\u6027\u80fd\uff0c\u8ba9\u91cf\u5316\u7814\u53d1\u6d41\u7a0b\u66f4\u9ad8\u6548\u3001\u79d1\u5b66\u3002<\/p>\n<hr \/>\n<h2>\u516b\u3001\u5e38\u89c1\u95ee\u9898<\/h2>\n<p><strong>Q\uff1a\u9996\u6b21\u542f\u52a8\u63d0\u793a&#8221;\u65e0\u6cd5\u9a8c\u8bc1\u5f00\u53d1\u8005&#8221;\u6253\u4e0d\u5f00\uff1f<\/strong><br \/>\nA\uff1a\u8fd9\u662f macOS Gatekeeper \u7684\u6b63\u5e38\u62e6\u622a\u3002\u524d\u5f80 <strong>\u7cfb\u7edf\u8bbe\u7f6e \u2192 \u9690\u79c1\u4e0e\u5b89\u5168\u6027<\/strong>\uff0c\u627e\u5230\u5bf9\u5e94\u63d0\u793a\u70b9\u51fb&#8221;\u4ecd\u8981\u6253\u5f00&#8221;\u5373\u53ef\u3002<\/p>\n<p><strong>Q\uff1a<code>kh doctor<\/code> \u663e\u793a xtdata \/ miniQMT \u4e0d\u53ef\u7528\uff1f<\/strong><br \/>\nA\uff1a\u5728 macOS \u4e0a\u8fd9\u662f\u6b63\u5e38\u73b0\u8c61\uff0c\u4e0d\u662f bug\u3002miniQMT \u4ec5 Windows \u53ef\u7528\u3002\u786e\u4fdd <code>.kh<\/code> \u914d\u7f6e\u4e0e\u6570\u636e\u4e0b\u8f7d\u90fd\u4f7f\u7528 BaoStock \/ Tushare \u5373\u53ef\u3002<\/p>\n<p><strong>Q\uff1aWindows \u4e0a\u4e0b\u8f7d\u7684\u6570\u636e\u80fd\u76f4\u63a5\u62ff\u5230 Mac \u7528\u5417\uff1f<\/strong><br \/>\nA\uff1a\u53ef\u4ee5\u3002\u4e24\u7aef DuckDB \u6570\u636e\u683c\u5f0f 100% \u517c\u5bb9\uff0c\u628a\u6570\u636e\u76ee\u5f55\u62f7\u5230 <code>~\/Library\/Application Support\/khQuant\/stock_data<\/code> \u5373\u53ef\uff0c\u65e0\u9700\u8f6c\u6362\u3002<\/p>\n<p><strong>Q\uff1a\u7ec8\u7aef\u91cc\u8f93\u5165 <code>kh<\/code> \u63d0\u793a command not found\uff1f<\/strong><br \/>\nA\uff1a\u5728 macOS GUI \u5de5\u5177\u680f\u70b9\u51fb\u300c\u5b89\u88c5\u547d\u4ee4\u884c\u5de5\u5177\u300d\uff0c\u7cfb\u7edf\u4f1a\u5728 <code>\/usr\/local\/bin\/kh<\/code> \u5efa\u7acb\u8f6f\u94fe\u63a5\uff1b\u4e4b\u540e\u91cd\u5f00\u7ec8\u7aef\u5373\u53ef\u4f7f\u7528\u3002<\/p>\n<hr 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