{"id":1070,"date":"2026-05-05T20:54:40","date_gmt":"2026-05-05T12:54:40","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=1070"},"modified":"2026-08-09T13:00:19","modified_gmt":"2026-08-09T05:00:19","slug":"linux","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/linux\/","title":{"rendered":"Linux\u90e8\u7f72\u6559\u7a0b"},"content":{"rendered":"<div>\n<blockquote><p>\n\u9002\u7528\u7248\u672c\uff1aKhQuant V3.4.0\u3002\u63a8\u8350 Ubuntu 22.04 \/ 24.04 x86_64\uff0cPython 3.10\u30013.11 \u6216 3.12\u3002\n<\/p><\/blockquote>\n<p>Linux \u7248\u9002\u5408\u65e0\u684c\u9762\u7684\u670d\u52a1\u5668\u3001Docker\u3001\u6279\u91cf\u56de\u6d4b\u548c\u8fdc\u7a0b Web \u63a7\u5236\u3002\u5b83\u4e0e Windows\/macOS \u4f7f\u7528\u540c\u4e00\u5957\u56de\u6d4b\u6838\u5fc3\uff0c\u6b63\u5f0f\u5305\u542b <code>kh<\/code> CLI \u4e0e\u5b8c\u6574 Web \u56de\u6d4b\u5de5\u4f5c\u53f0\uff1b\u4e0d\u5305\u542b PyQt \u684c\u9762 GUI\u3001miniQMT\/xtdata \u548c Windows \u5b9e\u76d8\u4ea4\u6613\u3002<\/p>\n<h2 id=\"md-heading-1\">\u4e00\u3001\u5148\u4e86\u89e3 Linux \u7248\u80fd\u505a\u4ec0\u4e48<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u80fd\u529b<\/th>\n<th>Linux V3.4.0<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>DuckDB \u6570\u636e\u4e0e\u56de\u6d4b<\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>BaoStock \/ Tushare \/ HTTP \u6865\u63a5\u4e0b\u8f7d<\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><code>kh<\/code> \u547d\u4ee4\u884c<\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td><code>kh web<\/code> \u7f51\u9875\u56de\u6d4b\u5de5\u4f5c\u53f0<\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>HTML \u56de\u6d4b\u62a5\u544a<\/td>\n<td>\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>PyQt \u684c\u9762 GUI<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<tr>\n<td>miniQMT \/ xtquant \/ Windows \u5b9e\u76d8<\/td>\n<td>\u4e0d\u652f\u6301<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>Web \u4e0e\u666e\u901a <code>kh run<\/code> \u8c03\u7528\u540c\u4e00\u5957\u56de\u6d4b\u6838\u5fc3\uff0c\u4e0d\u662f\u53e6\u4e00\u5957\u5f15\u64ce\u3002\u7b56\u7565\u6587\u4ef6\u3001<code>.kh<\/code> \u914d\u7f6e\u3001DuckDB \u6570\u636e\u548c\u7ed3\u679c\u534f\u8bae\u53ef\u4ee5\u8de8\u5e73\u53f0\u8fc1\u79fb\u3002<\/p>\n<h2 id=\"md-heading-2\">\u4e8c\u3001pipx \u5b89\u88c5<\/h2>\n<p>\u5148\u5b89\u88c5\u57fa\u7840\u5de5\u5177\uff1a<\/p>\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">sudo<\/span> apt update\n<span class=\"hljs-built_in\">sudo<\/span> apt install -y git gh pipx\npipx ensurepath\ngh auth login\n<\/code><\/pre>\n<p>\u4e0b\u8f7d V3.4.0 Release \u5e76\u6821\u9a8c\uff1a<\/p>\n<pre><code class=\"language-bash\">gh release download v3.4.0 --repo khscience\/CSkhQuant\n<span class=\"hljs-built_in\">sha256sum<\/span> -c checksums.txt --ignore-missing\npipx install .\/khquant-3.4.0-py3-none-any.whl\n<span class=\"hljs-built_in\">exec<\/span> <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$SHELL<\/span>\"<\/span> -l\n<\/code><\/pre>\n<p>\u5b8c\u6210\u540e\u6267\u884c\uff1a<\/p>\n<pre><code class=\"language-bash\">kh version\nkh doctor\nkh init\n<\/code><\/pre>\n<p>\u4e5f\u53ef\u4ee5\u5728\u4ed3\u5e93\u6839\u76ee\u5f55\u8fd0\u884c\uff1a<\/p>\n<pre><code class=\"language-bash\">.\/scripts\/install.sh 3.4.0\n<\/code><\/pre>\n<p>\u5b89\u88c5\u811a\u672c\u4f1a\u6821\u9a8c Release SHA256\uff0c\u5e76\u5728\u5347\u7ea7\u65e7 pipx \u73af\u5883\u524d\u8fc1\u79fb\u65e7\u4f4d\u7f6e\u4e2d\u7684\u56de\u6d4b\u7ed3\u679c\u3002<\/p>\n<h2 id=\"md-heading-3\">\u4e09\u3001\u7528\u6237\u6570\u636e\u76ee\u5f55<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u5185\u5bb9<\/th>\n<th>\u9ed8\u8ba4\u4f4d\u7f6e<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u5168\u5c40\u8bbe\u7f6e<\/td>\n<td><code>~\/.khquant\/settings.json<\/code><\/td>\n<\/tr>\n<tr>\n<td>DuckDB \u6570\u636e<\/td>\n<td><code>~\/khquant\/data<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u7b56\u7565<\/td>\n<td><code>~\/khquant\/strategies<\/code><\/td>\n<\/tr>\n<tr>\n<td>\u56de\u6d4b\u7ed3\u679c<\/td>\n<td><code>~\/khquant\/backtest_results<\/code><\/td>\n<\/tr>\n<tr>\n<td>Parquet \u7f13\u5b58<\/td>\n<td><code>${XDG_CACHE_HOME:-~\/.cache}\/khquant\/parquet_cache_pack<\/code><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u8bbe\u7f6e\u6587\u4ef6\u4f7f\u7528 <code>0600<\/code> \u6743\u9650\uff0c\u8bbe\u7f6e\u76ee\u5f55\u4f7f\u7528 <code>0700<\/code> \u6743\u9650\u3002Tushare Token \u7531\u7528\u6237\u81ea\u884c\u914d\u7f6e\uff0c\u4e0d\u4f1a\u9884\u7f6e\u5230 wheel\u3001Docker \u955c\u50cf\u6216 Release \u65e5\u5fd7\u4e2d\u3002<\/p>\n<h2 id=\"md-heading-4\">\u56db\u3001\u8fd0\u884c\u7b2c\u4e00\u6b21\u56de\u6d4b<\/h2>\n<pre><code class=\"language-bash\">kh data stats\nkh strategy list\nkh run ~\/khquant\/strategies\/\u7b56\u7565\u914d\u7f6e.kh --report --no-open\nkh result show\n<\/code><\/pre>\n<p>HTML \u62a5\u544a\u53ef\u4ee5\u79bb\u7ebf\u751f\u6210\uff1b\u90e8\u5206\u4ea4\u4e92\u56fe\u8868\u8d44\u6e90\u4ece\u516c\u5171 CDN \u52a0\u8f7d\uff0c\u5b8c\u5168\u79bb\u7ebf\u6d4f\u89c8\u65f6\u53ef\u80fd\u65e0\u6cd5\u663e\u793a\u4ea4\u4e92\u56fe\u8868\u3002<\/p>\n<h2 id=\"md-heading-5\">\u4e94\u3001\u542f\u52a8 Web \u5de5\u4f5c\u53f0<\/h2>\n<p>\u670d\u52a1\u5668\u672c\u673a\u542f\u52a8\uff1a<\/p>\n<pre><code class=\"language-bash\">kh web --no-open\n<\/code><\/pre>\n<p>\u9ed8\u8ba4\u53ea\u76d1\u542c <code>127.0.0.1:8766<\/code>\u3002\u5982\u679c\u8981\u4ece\u540c\u4e00\u5c40\u57df\u7f51\u4e2d\u7684\u7535\u8111\u6216\u624b\u673a\u8bbf\u95ee\uff1a<\/p>\n<pre><code class=\"language-bash\">kh web --host 0.0.0.0 --port 8766 --no-open\n<\/code><\/pre>\n<p>\u975e\u56de\u73af\u76d1\u542c\u4f1a\u81ea\u52a8\u751f\u6210\u968f\u673a\u8bbf\u95ee\u5bc6\u94a5\uff0c\u7ec8\u7aef\u4f1a\u6253\u5370\u5e26\u5bc6\u94a5\u7684\u7f51\u5740\u3002\u4e0d\u8981\u7ed5\u8fc7\u5bc6\u94a5\uff0c\u4e5f\u4e0d\u8981\u628a\u7f51\u5740\u548c\u5bc6\u94a5\u5199\u5165\u516c\u5f00\u6587\u6863\u6216\u65e5\u5fd7\u3002<\/p>\n<h3 id=\"md-heading-6\">\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee<\/h3>\n<p>\u5de5\u4f5c\u53f0\u7684\u4e00\u952e\u4e34\u65f6\u8bbf\u95ee\u4f7f\u7528 Cloudflare Quick Tunnel\uff0c\u80fd\u591f\u751f\u6210\u4e34\u65f6 HTTPS \u5730\u5740\uff0c\u4e0d\u8981\u6c42\u516c\u7f51 IP\uff0c\u4e5f\u4e0d\u9700\u8981\u8bbe\u7f6e\u8def\u7531\u5668\u7aef\u53e3\u6620\u5c04\u3002\u6e90\u7801\/wheel \u4e0d\u5185\u7f6e\u7b2c\u4e09\u65b9 <code>cloudflared<\/code>\uff0c\u9700\u8981\u63d0\u524d\u5b89\u88c5\u5e76\u653e\u5165 PATH\uff0c\u6216\u8005\u8bbe\u7f6e\uff1a<\/p>\n<pre><code class=\"language-bash\"><span class=\"hljs-built_in\">export<\/span> KHQUANT_CLOUDFLARED_PATH=\/path\/to\/cloudflared\n<\/code><\/pre>\n<p>\u4e34\u65f6\u96a7\u9053\u9002\u5408\u5076\u5c14\u4ece\u624b\u673a\u63a7\u5236\uff0c\u5173\u95ed\u540e\u7f51\u5740\u548c\u8bbf\u95ee\u5bc6\u94a5\u7acb\u5373\u5931\u6548\uff0c\u4e0d\u9002\u5408\u4f5c\u4e3a\u56fa\u5b9a\u7ad9\u70b9\u3002<\/p>\n<h3 id=\"md-heading-7\">\u81ea\u6709\u57df\u540d\u957f\u671f\u90e8\u7f72<\/h3>\n<p>\u670d\u52a1\u5668\u957f\u671f\u8fd0\u884c\u65f6\uff0c\u5efa\u8bae\u4ecd\u8ba9 KhQuant \u76d1\u542c <code>127.0.0.1<\/code>\uff0c\u518d\u7528 Nginx \u6216 Caddy \u63d0\u4f9b HTTPS\u3001\u81ea\u6709\u57df\u540d\u548c\u989d\u5916\u8ba4\u8bc1\u3002\u4e0d\u8981\u628a\u65e0\u8ba4\u8bc1\u7684 <code>0.0.0.0:8766<\/code> \u76f4\u63a5\u66b4\u9732\u5230\u516c\u7f51\u3002<\/p>\n<h2 id=\"md-heading-8\">\u516d\u3001Docker<\/h2>\n<p>V3.4.0 \u7684 Docker \u53d1\u884c\u7269\u5f53\u524d\u4e3a <code>linux\/amd64<\/code>\uff1a<\/p>\n<pre><code class=\"language-bash\">gunzip -c khquant-docker-3.4.0.tar.gz | docker load\n\ndocker run --<span class=\"hljs-built_in\">rm<\/span> -it \\\n  -v <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$HOME<\/span>\/.khquant:\/root\/.khquant\"<\/span> \\\n  -v <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$HOME<\/span>\/khquant:\/root\/khquant\"<\/span> \\\n  -v <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$PWD<\/span>:\/work\"<\/span> \\\n  khquant:3.4.0 doctor\n<\/code><\/pre>\n<p>\u6570\u636e\u3001\u7b56\u7565\u3001\u8bbe\u7f6e\u548c\u56de\u6d4b\u7ed3\u679c\u5fc5\u987b\u6302\u8f7d\u5230\u5bb9\u5668\u5916\uff0c\u907f\u514d\u5220\u9664\u5bb9\u5668\u540e\u4e22\u5931\u3002<\/p>\n<p>\u8fd0\u884c Web \u65f6\u6620\u5c04\u7aef\u53e3\uff1a<\/p>\n<pre><code class=\"language-bash\">docker run --<span class=\"hljs-built_in\">rm<\/span> -it -p 8766:8766 \\\n  -v <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$HOME<\/span>\/.khquant:\/root\/.khquant\"<\/span> \\\n  -v <span class=\"hljs-string\">\"<span class=\"hljs-variable\">$HOME<\/span>\/khquant:\/root\/khquant\"<\/span> \\\n  khquant:3.4.0 web --host 0.0.0.0 --port 8766 --no-open\n<\/code><\/pre>\n<h2 id=\"md-heading-9\">\u4e03\u3001\u5e73\u53f0\u517c\u5bb9\u8bf4\u660e<\/h2>\n<ul>\n<li>A \u80a1\u65f6\u95f4\u7edf\u4e00\u6309 <code>Asia\/Shanghai<\/code> \u89e3\u91ca\uff0c\u4e0d\u53d7\u670d\u52a1\u5668\u9ed8\u8ba4 UTC \u65f6\u533a\u5f71\u54cd\u3002<\/li>\n<li>\u6570\u636e\u76ee\u5f55\u4f18\u5148\u4f7f\u7528\u89c4\u8303\u7684 <code>SH\/SZ\/BJ<\/code>\uff0c\u4e5f\u80fd\u8bfb\u53d6\u5386\u53f2\u590d\u5236\u6570\u636e\u4e2d\u7684 <code>sh\/sz\/bj<\/code>\u3002<\/li>\n<li>Linux wheel \u548c Docker \u90fd\u6ce8\u518c <code>kh web<\/code> \u5e76\u643a\u5e26\u751f\u4ea7\u524d\u7aef\u8d44\u6e90\u3002<\/li>\n<li><code>kh gui<\/code> \u548c <code>kh bridge serve<\/code> \u5728 Linux \u4f1a\u7ed9\u51fa\u660e\u786e\u7684\u5e73\u53f0\u4e0d\u652f\u6301\u63d0\u793a\uff0c\u4e0d\u4f1a\u5c1d\u8bd5\u52a0\u8f7d Windows\/macOS \u7ec4\u4ef6\u3002<\/li>\n<li>\u5e76\u53d1\u8fd0\u884c\u65f6\u6bcf\u6b21\u56de\u6d4b\u4f7f\u7528\u72ec\u7acb\u4e34\u65f6\u914d\u7f6e\uff1b\u4e0d\u8981\u624b\u5de5\u5220\u9664\u5176\u4ed6\u4efb\u52a1\u6b63\u5728\u4f7f\u7528\u7684\u8fd0\u884c\u6587\u4ef6\u3002<\/li>\n<\/ul>\n<h2 id=\"md-heading-10\">\u516b\u3001\u6392\u9519\u987a\u5e8f<\/h2>\n<ol>\n<li><code>kh version<\/code>\uff1a\u786e\u8ba4\u5b9e\u9645\u8fd0\u884c\u7684\u662f V3.4.0\u3002<\/li>\n<li><code>kh doctor<\/code>\uff1a\u68c0\u67e5 Python\u3001\u4f9d\u8d56\u3001\u76ee\u5f55\u548c\u6570\u636e\u6e90\u3002<\/li>\n<li><code>kh web --no-open<\/code>\uff1a\u89c2\u5bdf\u7ec8\u7aef\u662f\u5426\u6253\u5370\u5b9e\u9645\u76d1\u542c\u5730\u5740\u548c\u8bbf\u95ee\u5bc6\u94a5\u3002<\/li>\n<li>\u7aef\u53e3\u51b2\u7a81\u65f6\u5148\u7528\u7cfb\u7edf\u5de5\u5177\u67e5\u51fa\u5360\u7528\u8fdb\u7a0b\uff1b\u5df2\u6709 KhQuant Web \u670d\u52a1\u5e94\u4f18\u5148\u590d\u7528\uff0c\u4e0d\u8981\u91cd\u590d\u542f\u52a8\u3002<\/li>\n<li>Web \u9875\u9762\u80fd\u6253\u5f00\u4f46\u56de\u6d4b\u5931\u8d25\u65f6\uff0c\u67e5\u770b\u5b9e\u65f6\u65e5\u5fd7\u3001\u8fd0\u884c\u4e8b\u4ef6\u548c\u7ed3\u679c\u76ee\u5f55\uff1b\u4e0d\u8981\u628a\u201c\u6ca1\u6709\u6709\u6548\u65f6\u95f4\u70b9\u201d\u6216 DuckDB \u9501\u8df3\u8fc7\u5f53\u4f5c\u6210\u529f\u3002<\/li>\n<\/ol>\n<p>\u5b8c\u6574\u7f51\u9875\u64cd\u4f5c\u8bf7\u7ee7\u7eed\u9605\u8bfb <a href=\"https:\/\/khsci.com\/khQuant\/web-backtest\/\">Web \u56de\u6d4b\u5de5\u4f5c\u53f0\u4f7f\u7528\u6559\u7a0b<\/a>\uff1b\u547d\u4ee4\u53c2\u6570\u4ee5 <code>kh --help<\/code>\u3001<code>kh web --help<\/code> \u4ee5\u53ca\u5f53\u524d Release \u6587\u6863\u4e3a\u51c6\u3002\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u9002\u7528\u7248\u672c\uff1aKhQuant V3.4.0\u3002\u63a8\u8350 Ubuntu 22.04 \/ 24.04 x86_64\uff0cPyth [&hellip;]<\/p>\n","protected":false},"author":38,"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-1070","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1070","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\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/comments?post=1070"}],"version-history":[{"count":4,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1070\/revisions"}],"predecessor-version":[{"id":1367,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/1070\/revisions\/1367"}],"wp:attachment":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/media?parent=1070"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}