{"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":"2026-10-11T19:40:11","modified_gmt":"2026-10-11T11:40:11","slug":"linux","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/linux\/","title":{"rendered":"2.5 Linux"},"content":{"rendered":"\n<style>\n.khq-web-manual{max-width:980px;margin:0 auto;padding:8px 0 36px;line-height:1.82;font-size:16px;color:#243042;word-break:break-word;}\n.khq-web-manual h2{font-size:1.45rem;line-height:1.4;margin:38px 0 14px;padding-top:8px;color:#12345f;border-top:1px solid #e7edf5;}\n.khq-web-manual h3{font-size:1.16rem;line-height:1.5;margin:24px 0 10px;color:#163b68;}\n.khq-web-manual blockquote{margin:18px 0;padding:14px 18px;border-left:4px solid #1e88e5;background:#f4f9ff;color:#36506f;border-radius:0 10px 10px 0;}\n.khq-web-manual code{background:#f3f6fa;border:1px solid #e6edf5;border-radius:5px;padding:.12em 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(max-width:600px){.khq-tn .v3-tiles{grid-template-columns:1fr;}.khq-tn .khq-tn-v3end .v3-cta{flex-direction:row;}}\n<\/style>\n<style>.khq-tn-ver .plat{display:inline-block;margin-left:6px;padding:1px 8px;border-radius:10px;font-size:.82em;background:#eef3f9;color:#2b4a6f;border:1px solid #d7e2ef}.khq-tn-ver .plat.no{background:#f6f6f6;color:#999;text-decoration:line-through;border-color:#e5e5e5}.khq-web-manual pre{white-space:pre-wrap}<\/style>\n<div class=\"khq-web-manual khq-tn\">\n<div class=\"khq-tn-ver\">\u9002\u7528\u7248\u672c <span class=\"ver ver-v3\">V3<\/span> <span class=\"plat\">Linux<\/span><\/div>\n\n<div class=\"khq-tn-video\" data-tn=\"2.5\"><video controls preload=\"none\" playsinline poster=\"\/khQuant\/media\/tutorial-new\/tn-2.5.jpg?v=6f0f92b6\" src=\"\/khQuant\/media\/tutorial-new\/tn-2.5.mp4?v=6f0f92b6\">\u4f60\u7684\u6d4f\u89c8\u5668\u4e0d\u652f\u6301\u89c6\u9891\u64ad\u653e\uff0c\u53ef\u4ee5<a href=\"\/khQuant\/media\/tutorial-new\/tn-2.5.mp4?v=6f0f92b6\">\u4e0b\u8f7d\u89c6\u9891<\/a>\u89c2\u770b\u3002<\/video><\/div>\n\n<p class=\"khq-tn-lead\" style=\"font-size:17px;line-height:1.75;color:#163b68;background:#f3f7fc;border-left:4px solid #2b6cb0;padding:12px 18px;border-radius:8px;margin:18px 0 26px;\"><strong>\u672c\u7bc7\u91cd\u70b9\uff1a<\/strong>\u672c\u7bc7\u8bb2\u5728\u6ca1\u6709\u56fe\u5f62\u754c\u9762\u7684 Linux \u4e0a\u7528 pipx \u6216 Docker \u5b89\u88c5 V3\uff0c\u5e76\u7528 kh \u547d\u4ee4\u548c Web \u5de5\u4f5c\u53f0\u5b8c\u6210\u5168\u90e8\u56de\u6d4b\u6d41\u7a0b\u3002<\/p>\n\n<h2>1 \u4e09\u4e2a\u5e73\u53f0\u5bf9\u7167<\/h2>\n<div class=\"khq-tn-table\"><table>\n<thead><tr><th style=\"text-align:left;\">\u529f\u80fd<\/th><th style=\"text-align:left;\">Windows<\/th><th style=\"text-align:left;\">macOS<\/th><th style=\"text-align:left;\">Linux<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u684c\u9762\u56fe\u5f62\u754c\u9762<\/td><td>\u6709<\/td><td>\u6709<\/td><td>\u65e0<\/td><\/tr>\n<tr><td><code>kh<\/code> \u547d\u4ee4<\/td><td>\u6709<\/td><td>\u6709<\/td><td>\u6709<\/td><\/tr>\n<tr><td>Web \u56de\u6d4b\u5de5\u4f5c\u53f0<\/td><td>\u6709<\/td><td>\u6709<\/td><td>\u6709<\/td><\/tr>\n<tr><td>\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee<\/td><td>\u5185\u7f6e<\/td><td>\u5185\u7f6e<\/td><td>\u9700\u81ea\u884c\u5b89\u88c5 cloudflared<\/td><\/tr>\n<tr><td>tx\u3001BaoStock\u3001\u540c\u82b1\u987a\u3001Tushare<\/td><td>\u6709<\/td><td>\u6709<\/td><td>\u6709<\/td><\/tr>\n<tr><td>HTTP \u6865\u63a5<\/td><td>\u53ef\u5f53\u670d\u52a1\u7aef\u548c\u5ba2\u6237\u7aef<\/td><td>\u53ea\u80fd\u5f53\u5ba2\u6237\u7aef<\/td><td>\u53ea\u80fd\u5f53\u5ba2\u6237\u7aef<\/td><\/tr>\n<tr><td>miniQMT \u6570\u636e<\/td><td>\u6709<\/td><td>\u65e0<\/td><td>\u65e0<\/td><\/tr>\n<tr><td>\u5b9a\u65f6\u8865\u6570\u636e<\/td><td>\u754c\u9762\u7a97\u53e3 + \u547d\u4ee4\u884c<\/td><td>\u547d\u4ee4\u884c<\/td><td>\u547d\u4ee4\u884c\uff08\u8981\u53e6\u88c5 schedule\uff09<\/td><\/tr>\n<tr><td>\u5185\u7f6e\u7f16\u8f91\u5668\u3001\u5305\u7ba1\u7406\u9875<\/td><td>\u6709<\/td><td>\u65e0<\/td><td>\u65e0<\/td><\/tr>\n<tr><td>\u8f6f\u4ef6\u5185\u68c0\u67e5\u66f4\u65b0<\/td><td>\u6709<\/td><td>\u65e0<\/td><td>\u65e0<\/td><\/tr>\n<tr><td>\u65f6\u533a<\/td><td>\u8ddf\u968f\u7cfb\u7edf<\/td><td>\u8ddf\u968f\u7cfb\u7edf<\/td><td>\u9ed8\u8ba4\u5317\u4eac\u65f6\u95f4\uff08\u53ef\u7528 <code>KHQUANT_MARKET_TZ<\/code> \u6539\uff09<\/td><\/tr>\n<\/tbody>\n<\/table><\/div>\n\n<h2>2 \u7528 pipx \u5b89\u88c5<\/h2>\n<h3>2.1 \u51c6\u5907<\/h3>\n<ul>\n<li>\u63a8\u8350 Ubuntu 22.04 \u6216 24.04\uff0cx86_64\uff0cPython 3.10\uff5e3.12\uff083.13 \u88c5\u4e0d\u4e0a\uff09\u3002<\/li>\n<li>Linux \u7248\u548c Windows\u3001macOS \u7248\u653e\u5728\u540c\u4e00\u4e2a\u5730\u65b9\uff1a\u767b\u5f55\u5b98\u7f51\u540e\u5728 <a href=\"https:\/\/khsci.com\/khQuant\/beta\/\" target=\"_blank\" rel=\"noopener\">\u5185\u6d4b\u7248\u4e0b\u8f7d\u9875<\/a> \u7684\u300cLinux CLI\u300d\u4e00\u680f\uff0c\u4e0b\u8f7d wheel\uff08<code>khquant-\u7248\u672c\u53f7-py3-none-any.whl<\/code>\uff09\u548c\u300cSHA256\u6821\u9a8c\u300d\uff08<code>SHA256SUMS-\u7248\u672c\u53f7.txt<\/code>\uff09\u4e24\u4e2a\u6587\u4ef6\uff0c\u4f20\u5230 Linux \u673a\u5668\u7684\u540c\u4e00\u4e2a\u76ee\u5f55\u91cc\uff08\u6bd4\u5982\u7528 <code>scp<\/code>\uff09\u3002<\/li>\n<\/ul>\n<h3>2.2 \u5b89\u88c5<\/h3>\n<pre><code>sudo apt update\nsudo apt install -y pipx\npipx ensurepath\ncd \u653e\u5b89\u88c5\u6587\u4ef6\u7684\u76ee\u5f55\nsed 's\/\\r&#36;\/\/' SHA256SUMS-3.4.1.10.txt | sha256sum -c &#45;&#45;ignore-missing\npipx install .\/khquant-3.4.1.10-py3-none-any.whl\nexec \"&#36;SHELL\" -l\nkh version<\/code><\/pre>\n<ul>\n<li>\u4ee5\u4e0a\u4ee5 3.4.1.10 \u4e3a\u4f8b\uff0c\u6587\u4ef6\u540d\u4ee5\u5185\u6d4b\u7248\u4e0b\u8f7d\u9875\u5b9e\u9645\u7248\u672c\u4e3a\u51c6\u3002\u4e0b\u9762\u662f\u5728\u4e00\u53f0\u5168\u65b0\u7684 Ubuntu 22.04 \u4e0a\u9010\u6761\u6267\u884c\u7684\u5b9e\u62cd\uff08\u5b9e\u62cd\u65f6\u662f 3.4.1.9\uff0c\u622a\u56fe\u91cc\u7684\u6587\u4ef6\u540d\u7248\u672c\u53f7\u4e0d\u540c\uff0c\u6b65\u9aa4\u5b8c\u5168\u4e00\u6837\uff09\u3002<\/li>\n<li><code>sha256sum<\/code> \u4e00\u884c\u6821\u9a8c\u4e0b\u8f7d\u7684\u6587\u4ef6\u662f\u5426\u5b8c\u6574\uff0c\u5e94\u663e\u793a <code>khquant-3.4.1.10-py3-none-any.whl: OK<\/code>\u3002\u524d\u9762\u7684 <code>sed<\/code> \u662f\u628a\u6821\u9a8c\u6587\u4ef6\u91cc Windows \u683c\u5f0f\u7684\u6362\u884c\u53bb\u6389\uff0c\u5426\u5219\u4f1a\u63d0\u793a <code>no file was verified<\/code>\u3002<\/li>\n<li>\u6f0f\u4e86 <code>pipx ensurepath<\/code> \u6216\u6ca1\u91cd\u65b0\u6253\u5f00\u7ec8\u7aef\uff0c\u4f1a\u63d0\u793a <code>kh: command not found<\/code>\uff08kh \u88c5\u5728 <code>~\/.local\/bin<\/code>\uff09\u3002<\/li>\n<\/ul>\n<h4>\u5b9e\u62cd\uff1a\u9010\u6761\u6267\u884c<\/h4>\n<p>\u2460 \u4e24\u4e2a\u6587\u4ef6\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\uff08\u8fd9\u91cc\u662f <code>~\/khdl<\/code>\uff09\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-files.webp?v=c0f5ec6c\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-files.webp?v=c0f5ec6c\" width=\"950\" height=\"134\" alt=\"\u5b89\u88c5\u6587\u4ef6\u548c SHA256 \u6821\u9a8c\u6587\u4ef6\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55\" loading=\"lazy\"><\/a><figcaption>\u5b89\u88c5\u6587\u4ef6\u548c SHA256 \u6821\u9a8c\u6587\u4ef6\u653e\u5728\u540c\u4e00\u4e2a\u76ee\u5f55<\/figcaption><\/figure>\n<p>\u2461 <code>sudo apt install -y pipx<\/code> \u88c5\u597d pipx \u540e\uff0c\u8fd0\u884c <code>pipx ensurepath<\/code>\uff0c\u5b83\u4f1a\u628a <code>~\/.local\/bin<\/code> \u52a0\u8fdb PATH\uff0c\u5e76\u63d0\u793a\u8981\u91cd\u65b0\u6253\u5f00\u7ec8\u7aef\u624d\u751f\u6548\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-ensurepath.webp?v=db530853\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-ensurepath.webp?v=db530853\" width=\"1040\" height=\"230\" alt=\"pipx ensurepath\uff1a\u5df2\u52a0\u5165 PATH\uff0c\u9700\u8981\u91cd\u65b0\u6253\u5f00\u7ec8\u7aef\u6216\u91cd\u65b0\u767b\u5f55\" loading=\"lazy\"><\/a><figcaption>pipx ensurepath\uff1a\u5df2\u52a0\u5165 PATH\uff0c\u9700\u8981\u91cd\u65b0\u6253\u5f00\u7ec8\u7aef\u6216\u91cd\u65b0\u767b\u5f55<\/figcaption><\/figure>\n<p>\u2462 \u6821\u9a8c\u6587\u4ef6\uff0c\u770b\u5230 <code>OK<\/code> \u5c31\u8bf4\u660e\u4e0b\u8f7d\u5b8c\u6574\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-sha.webp?v=48b9f643\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-sha.webp?v=48b9f643\" width=\"1106\" height=\"62\" alt=\"\u6821\u9a8c\u901a\u8fc7\uff1akhquant-3.4.1.9-py3-none-any.whl: OK\" loading=\"lazy\"><\/a><figcaption>\u6821\u9a8c\u901a\u8fc7\uff1akhquant-3.4.1.9-py3-none-any.whl: OK<\/figcaption><\/figure>\n<p>\u2463 <code>pipx install<\/code> \u5b89\u88c5\u3002\u56e0\u4e3a\u5f53\u524d\u7ec8\u7aef\u8fd8\u6ca1\u91cd\u65b0\u52a0\u8f7d\uff0c\u8fd9\u91cc\u4f1a\u51fa\u73b0\u4e00\u6bb5\u300c<code>~\/.local\/bin<\/code> is not on your PATH\u300d\u7684\u63d0\u793a\uff0c\u5c5e\u4e8e\u6b63\u5e38\u73b0\u8c61\uff0c\u63a5\u7740\u8fd0\u884c <code>exec \"&#36;SHELL\" -l<\/code>\uff08\u6216\u5173\u6389\u7ec8\u7aef\u91cd\u5f00\uff09\u5373\u53ef\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-pipx.webp?v=b9e3d026\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-pipx.webp?v=b9e3d026\" width=\"1382\" height=\"204\" alt=\"pipx \u5b89\u88c5\u5b8c\u6210\uff1bPATH \u63d0\u793a\u5728\u91cd\u65b0\u52a0\u8f7d\u7ec8\u7aef\u540e\u6d88\u5931\" loading=\"lazy\"><\/a><figcaption>pipx \u5b89\u88c5\u5b8c\u6210\uff1bPATH \u63d0\u793a\u5728\u91cd\u65b0\u52a0\u8f7d\u7ec8\u7aef\u540e\u6d88\u5931<\/figcaption><\/figure>\n<p>\u2464 <code>kh version<\/code> \u80fd\u6253\u5370\u7248\u672c\u53f7\uff0c\u5b89\u88c5\u5c31\u5b8c\u6210\u4e86\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-version.webp?v=f98918e9\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-version.webp?v=f98918e9\" width=\"700\" height=\"62\" alt=\"kh version \u8f93\u51fa\u7248\u672c\u53f7\u548c\u5e73\u53f0\" loading=\"lazy\"><\/a><figcaption>kh version \u8f93\u51fa\u7248\u672c\u53f7\u548c\u5e73\u53f0<\/figcaption><\/figure>\n<h3>2.3 \u521d\u59cb\u5316\u548c\u7b2c\u4e00\u6b21\u56de\u6d4b<\/h3>\n<pre><code>kh doctor\nkh init\nkh data download &#45;&#45;source tx &#45;&#45;stocks 000001.SZ &#45;&#45;period 1d &#45;&#45;start 20240101 &#45;&#45;adj front\nkh run \"\u30101-MA\u7b56\u7565\u6848\u4f8b\u3011\u53cc\u5747\u7ebf\u7cbe\u7b80_\u4f7f\u7528khMA\u51fd\u6570.kh\" &#45;&#45;report &#45;&#45;no-open\nkh result show<\/code><\/pre>\n<ul>\n<li>Linux \u4e0a\u7684 <code>kh init<\/code> \u6ca1\u6709\u9009\u62e9\u56de\u6d4b\u6570\u636e\u6e90\u90a3\u4e00\u6b65\uff0c\u4e00\u8def\u56de\u8f66\u5373\u53ef\uff1a\u6570\u636e\u76ee\u5f55 <code>~\/khquant\/data<\/code>\uff0c\u7b56\u7565\u76ee\u5f55 <code>~\/khquant\/strategies<\/code>\uff08\u81ea\u5e26\u793a\u4f8b\u4f1a\u590d\u5236\u8fdb\u53bb\uff09\u3002<\/li>\n<li>\u6ca1\u8fd0\u884c <code>kh init<\/code> \u4e4b\u524d\uff0c\u5927\u90e8\u5206\u547d\u4ee4\u53ea\u4f1a\u63d0\u793a\u300c\u5c1a\u672a\u521d\u59cb\u5316\u300d\u3002<\/li>\n<li><code>kh doctor<\/code> \u5728 Linux \u4e0a\u4e00\u5b9a\u4f1a\u6709\u4e00\u6761\u300c\u5386\u53f2\u884c\u60c5\u5bfc\u5165\u6e90 miniqmt \u672a\u5c31\u7eea\u300d\u7684\u8b66\u544a\uff0c\u53ef\u4ee5\u5ffd\u7565\u3002<\/li>\n<li>\u7528 tx \u4e0b\u8f7d\u8981\u52a0 <code>&#45;&#45;adj front<\/code>\uff0c\u5426\u5219\u793a\u4f8b\u7b56\u7565\u62ff\u4e0d\u5230\u524d\u590d\u6743\u4ef7\uff0c\u56de\u6d4b\u4f1a\u4e00\u7b14\u4ea4\u6613\u90fd\u6ca1\u6709\u3002\u5176\u4ed6\u6570\u636e\u6e90\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter2-5\/\">2.3<\/a>\uff1bminiQMT \u7684\u6570\u636e\u53ef\u4ee5\u901a\u8fc7 HTTP \u6865\u63a5\u4ece Windows \u7535\u8111\u53d6\uff0c\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter2-5\/\">2.3<\/a> \u7b2c 4 \u8282\u3002<\/li>\n<li>\u547d\u4ee4\u884c\u7684\u5b8c\u6574\u7528\u6cd5\u548c\u7528 AI \u505a\u7814\u7a76\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/cli\/\">2.2<\/a>\u3002<\/li>\n<\/ul>\n<h4>\u5b9e\u62cd\uff1a\u521d\u59cb\u5316\u5230\u51fa\u7ed3\u679c<\/h4>\n<p>\u2460 \u8fd8\u6ca1 <code>kh init<\/code> \u65f6\u8fd0\u884c <code>kh doctor<\/code>\uff0c\u4f9d\u8d56\u90fd\u663e\u793a OK\uff0c\u53e6\u6709 5 \u6761\u8b66\u544a\uff1aschedule \u672a\u5b89\u88c5\uff08\u53ea\u5f71\u54cd\u5b9a\u65f6\u8865\u6570\u636e\uff0c\u89c1\u7b2c 3 \u8282\uff09\u3001miniqmt \u672a\u5c31\u7eea\uff08Linux \u4e0a\u5fc5\u7136\u51fa\u73b0\uff09\u3001\u6570\u636e\u76ee\u5f55\u548c\u7b56\u7565\u76ee\u5f55\u672a\u914d\u7f6e\uff08<code>kh init<\/code> \u540e\u6d88\u5931\uff09\u3001Tushare \u672a\u914d\u7f6e\uff08\u53ef\u9009\uff09\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-doctor.webp?v=9e31f6cb\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-doctor.webp?v=9e31f6cb\" width=\"1340\" height=\"662\" alt=\"kh init \u4e4b\u524d\u7684 kh doctor\uff1a\u4f9d\u8d56\u9f50\u5168\uff0c5 \u6761\u8b66\u544a\" loading=\"lazy\"><\/a><figcaption>kh init \u4e4b\u524d\u7684 kh doctor\uff1a\u4f9d\u8d56\u9f50\u5168\uff0c5 \u6761\u8b66\u544a<\/figcaption><\/figure>\n<p>\u2461 <code>kh init<\/code> \u4e00\u8def\u56de\u8f66\u7528\u9ed8\u8ba4\u503c\uff0c\u6700\u540e\u6253\u5370\u914d\u7f6e\u6458\u8981\uff0c\u5df2\u590d\u5236 25 \u4e2a\u793a\u4f8b\u6587\u4ef6\u5230\u7b56\u7565\u76ee\u5f55\uff0813 \u4e2a\u6848\u4f8b\u7684 <code>.py<\/code> \u548c <code>.kh<\/code> \u7b49\uff09\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-init.webp?v=6b8994d6\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-init.webp?v=6b8994d6\" width=\"1174\" height=\"773\" alt=\"kh init \u4e00\u8def\u56de\u8f66\u540e\u7684\u914d\u7f6e\u6458\u8981\" loading=\"lazy\"><\/a><figcaption>kh init \u4e00\u8def\u56de\u8f66\u540e\u7684\u914d\u7f6e\u6458\u8981<\/figcaption><\/figure>\n<p>\u2462 \u7528 tx \u4e0b\u8f7d 000001.SZ \u7684\u524d\u590d\u6743\u65e5\u7ebf\u3002\u793a\u4f8b\u7b56\u7565\u7684\u57fa\u51c6\u662f\u6caa\u6df1 300\uff0c\u8f6f\u4ef6\u4f1a\u987a\u5e26\u628a <code>000300.SH<\/code> \u7684\u65e5\u7ebf\u4e5f\u4e0b\u8f7d\u4e0b\u6765\uff0c\u6240\u4ee5\u4f1a\u770b\u5230\u4e24\u6761\u300c\u4fdd\u5b58\u300d\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-download.webp?v=349218b3\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-download.webp?v=349218b3\" width=\"1346\" height=\"350\" alt=\"tx \u4e0b\u8f7d\uff1a000001.SZ \u548c\u57fa\u51c6 000300.SH \u5404\u4fdd\u5b58\u4e00\u4efd\u65e5\u7ebf\" loading=\"lazy\"><\/a><figcaption>tx \u4e0b\u8f7d\uff1a000001.SZ \u548c\u57fa\u51c6 000300.SH \u5404\u4fdd\u5b58\u4e00\u4efd\u65e5\u7ebf<\/figcaption><\/figure>\n<p>\u2463 \u8fd0\u884c\u793a\u4f8b\u7b56\u7565\uff0c\u7ec8\u7aef\u5148\u6eda\u52a8\u8f93\u51fa\u8fd0\u884c\u65e5\u5fd7\uff0c\u6700\u540e\u7ed9\u51fa\u56de\u6d4b\u7ed3\u679c\u548c HTML \u62a5\u544a\u7684\u4f4d\u7f6e\uff08\u533a\u95f4\u53d6\u7b56\u7565\u6587\u4ef6\u91cc\u7684 2025-01-01 \uff5e 2025-07-03\uff09\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-run.webp?v=52d314c6\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-run.webp?v=52d314c6\" width=\"1414\" height=\"803\" alt=\"kh run \u8dd1\u5b8c\uff1a\u56de\u6d4b\u7ed3\u679c\u548c\u62a5\u544a\u4f4d\u7f6e\" loading=\"lazy\"><\/a><figcaption>kh run \u8dd1\u5b8c\uff1a\u56de\u6d4b\u7ed3\u679c\u548c\u62a5\u544a\u4f4d\u7f6e<\/figcaption><\/figure>\n<p>\u2464 <code>kh result show<\/code> \u67e5\u770b\u6700\u8fd1\u4e00\u6b21\u56de\u6d4b\u7684\u7ee9\u6548\u6307\u6807\uff1a<\/p>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-result.webp?v=5ea6dec1\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-result.webp?v=5ea6dec1\" width=\"866\" height=\"422\" alt=\"kh result show \u7684\u7ee9\u6548\u6307\u6807\" loading=\"lazy\"><\/a><figcaption>kh result show \u7684\u7ee9\u6548\u6307\u6807<\/figcaption><\/figure>\n<p>Linux \u4e0a\u6ca1\u6709\u6d4f\u89c8\u5668\u65f6\uff0c\u628a\u62a5\u544a\u76ee\u5f55\u91cc\u7684 <code>report.html<\/code> \u62f7\u5230\u672c\u673a\u6253\u5f00\uff0c\u6216\u8005\u7528\u7b2c 4 \u8282\u7684 Web \u5de5\u4f5c\u53f0\u67e5\u770b\u3002<\/p>\n<h3>2.4 \u76ee\u5f55<\/h3>\n<div class=\"khq-tn-table\"><table>\n<thead><tr><th style=\"text-align:left;\">\u5185\u5bb9<\/th><th style=\"text-align:left;\">\u4f4d\u7f6e<\/th><\/tr><\/thead>\n<tbody>\n<tr><td>\u8bbe\u7f6e<\/td><td><code>~\/.khquant\/settings.json<\/code>\uff08\u4ec5\u672c\u4eba\u53ef\u8bfb\u5199\uff09<\/td><\/tr>\n<tr><td>\u6570\u636e\uff08\u9ed8\u8ba4\uff09<\/td><td><code>~\/khquant\/data<\/code><\/td><\/tr>\n<tr><td>\u7b56\u7565\uff08\u9ed8\u8ba4\uff09<\/td><td><code>~\/khquant\/strategies<\/code><\/td><\/tr>\n<tr><td>\u56de\u6d4b\u7ed3\u679c<\/td><td><code>~\/khquant\/backtest_results<\/code><\/td><\/tr>\n<tr><td>Web \u9879\u76ee<\/td><td><code>~\/.khquant\/web\/<\/code><\/td><\/tr>\n<\/tbody>\n<\/table><\/div>\n<p>Linux \u7248\u9ed8\u8ba4\u6309\u5317\u4eac\u65f6\u95f4\uff08Asia\/Shanghai\uff09\u5224\u65ad\u4ea4\u6613\u65e5\u548c\u65f6\u95f4\uff0c\u548c\u670d\u52a1\u5668\u81ea\u5df1\u7684\u65f6\u533a\u65e0\u5173\uff1b\u9700\u8981\u65f6\u53ef\u7528\u73af\u5883\u53d8\u91cf <code>KHQUANT_MARKET_TZ<\/code> \u6539\u52a8\uff08\u89c1<a href=\"https:\/\/khsci.com\/khQuant\/commands\/\">\u9644\u5f55 A<\/a>\uff09\u3002<\/p>\n\n<h2>3 \u5b9a\u65f6\u8865\u6570\u636e<\/h2>\n<p>wheel \u9ed8\u8ba4\u4e0d\u5e26\u5b9a\u65f6\u9700\u8981\u7684 schedule \u5e93\uff0c\u5148\u88c5\u4e0a\uff1a<\/p>\n<pre><code>pipx inject khquant schedule\nkh data sync &#45;&#45;source tx &#45;&#45;schedule 16:30<\/code><\/pre>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-schedule.webp?v=9d7d5c4f\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-schedule.webp?v=9d7d5c4f\" width=\"700\" height=\"110\" alt=\"pipx inject \u88c5\u597d schedule \u5e93\" loading=\"lazy\"><\/a><figcaption>pipx inject \u88c5\u597d schedule \u5e93<\/figcaption><\/figure>\n<p>\u8fd9\u6761\u547d\u4ee4\u4f1a\u5728\u524d\u53f0\u4e00\u76f4\u8fd0\u884c\uff0c\u9002\u5408\u653e\u5728 tmux \u6216 screen \u91cc\u3002\u4e5f\u53ef\u4ee5\u6539\u7528 cron \u6bcf\u5929\u8dd1\u4e00\u6b21\uff08\u4e0d\u9700\u8981 schedule \u5e93\uff09\uff1a<\/p>\n<pre><code>30 16 * * 1-5 &#36;HOME\/.local\/bin\/kh data sync &#45;&#45;source tx &gt;&gt; &#36;HOME\/kh_sync.log 2&gt;&amp;1<\/code><\/pre>\n<p>\u6ce8\u610f cron \u662f\u6309<strong>\u670d\u52a1\u5668\u7684\u7cfb\u7edf\u65f6\u533a<\/strong>\u89e6\u53d1\u7684\u3002\u5f88\u591a\u4e91\u670d\u52a1\u5668\u662f UTC\uff0c\u5317\u4eac\u65f6\u95f4 16:30 \u8981\u5199\u6210 UTC 08:30\uff08<code>30 8 * * 1-5<\/code>\uff09\u3002<code>sync<\/code> \u7684\u89c4\u5219\u548c\u5c40\u9650\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/chapter2-5\/\">2.3<\/a> \u7b2c 10 \u8282\u3002<\/p>\n\n<h2>4 Web \u56de\u6d4b\u5de5\u4f5c\u53f0<\/h2>\n<ul>\n<li>\u672c\u673a\uff1a<code>kh web &#45;&#45;no-open<\/code>\uff0c\u7136\u540e\u5728\u672c\u673a\u6d4f\u89c8\u5668\u6253\u5f00 <code>http:\/\/127.0.0.1:8766\/<\/code>\uff08\u670d\u52a1\u5668\u4e0a\u901a\u5e38\u914d\u5408 SSH \u7aef\u53e3\u8f6c\u53d1\u4f7f\u7528\uff09\u30028766 \u88ab\u5360\u7528\u65f6\u4f1a\u63d0\u793a\u300c\u7aef\u53e3 8766 \u5df2\u88ab\u5176\u4ed6\u7a0b\u5e8f\u5360\u7528\u300d\uff0c\u52a0 <code>&#45;&#45;port<\/code> \u6362\u4e00\u4e2a\u7aef\u53e3\uff0c\u6bd4\u5982 <code>kh web &#45;&#45;no-open &#45;&#45;port 8799<\/code>\u3002<\/li>\n<li>\u5c40\u57df\u7f51\uff1a<code>kh web &#45;&#45;host 0.0.0.0 &#45;&#45;no-open<\/code>\uff0c\u7528\u7ec8\u7aef\u6253\u5370\u7684\u5e26\u8bbf\u95ee\u5bc6\u94a5\u7684\u94fe\u63a5\u6253\u5f00\u3002<\/li>\n<li>\u4e34\u65f6\u5916\u7f51\u8bbf\u95ee\uff1a\u5148\u4ece Cloudflare \u5b98\u65b9\u5b89\u88c5 cloudflared \u5e76\u653e\u8fdb PATH\uff08\u6216\u8bbe\u7f6e <code>KHQUANT_CLOUDFLARED_PATH<\/code>\uff09\u3002<\/li>\n<li>\u957f\u671f\u7528\u57df\u540d\u8bbf\u95ee\uff1a\u4fdd\u6301\u76d1\u542c 127.0.0.1\uff0c\u524d\u9762\u653e Nginx \u6216 Caddy \u914d HTTPS \u548c\u767b\u5f55\u8ba4\u8bc1\uff0c\u5e76\u628a\u57df\u540d\u52a0\u8fdb <code>KHQUANT_WEB_ALLOWED_HOSTS<\/code>\uff0c\u89c1 <a href=\"https:\/\/khsci.com\/khQuant\/web-backtest\/\">2.6<\/a> \u7b2c 9 \u8282\u3002<\/li>\n<\/ul>\n<figure class=\"khq-tn-fig\"><a href=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-web.webp?v=f798522f\" target=\"_blank\" rel=\"noopener\" title=\"\u70b9\u51fb\u67e5\u770b\u539f\u56fe\"><img decoding=\"async\" src=\"https:\/\/khsci.com\/khQuant\/wp-content\/uploads\/tutorial-new\/v3\/v3-linux-web.webp?v=f798522f\" width=\"898\" height=\"230\" alt=\"kh web \u542f\u52a8\u6210\u529f\uff1aUvicorn running on http:\/\/127.0.0.1:8799\uff08\u6309 Ctrl+C \u505c\u6b62\uff09\" loading=\"lazy\"><\/a><figcaption>kh web \u542f\u52a8\u6210\u529f\uff1aUvicorn running on http:\/\/127.0.0.1:8799\uff08\u6309 Ctrl+C \u505c\u6b62\uff09<\/figcaption><\/figure>\n<p>\u60f3\u8ba9 Web \u670d\u52a1\u5f00\u673a\u81ea\u52a8\u8fd0\u884c\uff0c\u53ef\u4ee5\u4ea4\u7ed9 systemd \u7ba1\u7406\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u53c2\u8003\u5199\u6cd5\uff08\u975e\u5b98\u65b9\uff0c\u7528\u6237\u540d\u548c\u8def\u5f84\u6309\u5b9e\u9645\u4fee\u6539\uff09\uff1a<\/p>\n<pre><code>&#91;Unit]\nDescription=khQuant Web\nAfter=network-online.target\n\n&#91;Service]\nUser=\u4f60\u7684\u7528\u6237\u540d\nExecStart=\/home\/\u4f60\u7684\u7528\u6237\u540d\/.local\/bin\/kh web &#45;&#45;no-open\nRestart=on-failure\n\n&#91;Install]\nWantedBy=multi-user.target<\/code><\/pre>\n\n<h2>5 Docker<\/h2>\n<p>\u4e0d\u60f3\u52a8\u670d\u52a1\u5668\u7684 Python \u73af\u5883\uff0c\u53ef\u4ee5\u7528\u5185\u6d4b\u7248\u4e0b\u8f7d\u9875\u4e0a\u7684 Docker \u955c\u50cf\uff08<code>khquant-docker-\u7248\u672c\u53f7.tar.gz<\/code>\uff0c\u540c\u6837\u53ef\u4ee5\u7528 SHA256 \u6587\u4ef6\u6821\u9a8c\uff09\u3002\u955c\u50cf\u53ea\u652f\u6301 x86_64\uff08linux\/amd64\uff09\uff0cARM \u670d\u52a1\u5668\u4e0d\u80fd\u7528\u3002<\/p>\n<pre><code>gunzip -c khquant-docker-3.4.1.10.tar.gz | docker load\ndocker run &#45;&#45;rm -it \\\n  -v \"&#36;HOME\/khquant-docker\/.khquant:\/root\/.khquant\" \\\n  -v \"&#36;HOME\/khquant-docker\/khquant:\/root\/khquant\" \\\n  -v \"&#36;PWD:\/work\" \\\n  khquant:3.4.1.10 doctor<\/code><\/pre>\n<ul>\n<li>\u955c\u50cf\u7684\u5165\u53e3\u5c31\u662f <code>kh<\/code>\uff0c<code>khquant:3.4.1.10<\/code> \u540e\u9762\u76f4\u63a5\u5199\u5b50\u547d\u4ee4\uff0c\u6bd4\u5982 <code>init<\/code>\u3001<code>data download \u2026<\/code>\u3001<code>run \u2026<\/code>\u3002<\/li>\n<li>\u8bbe\u7f6e\u3001\u6570\u636e\u548c\u7ed3\u679c\u90fd\u5fc5\u987b\u901a\u8fc7 <code>-v<\/code> \u6302\u8f7d\u5230\u5bb9\u5668\u5916\uff0c\u5426\u5219\u5bb9\u5668\u5220\u6389\u5c31\u6ca1\u4e86\u3002\u4e0a\u9762\u7684\u4f8b\u5b50\u7ed9 Docker \u5355\u72ec\u7528\u4e86\u4e00\u5957\u76ee\u5f55\uff0c<strong>\u4e0d\u8981\u548c\u672c\u673a pipx \u5b89\u88c5\u7684 khQuant \u5171\u7528 <code>~\/.khquant<\/code><\/strong>\uff0c\u4e24\u8fb9\u7684\u6570\u636e\u8def\u5f84\u4f1a\u4e92\u76f8\u8986\u76d6\u3002<\/li>\n<li>\u8dd1 Web\uff1a<code>docker run &#45;&#45;rm -it -p 8766:8766 -v \u2026\uff08\u540c\u4e0a\uff09 khquant:3.4.1.10 web &#45;&#45;host 0.0.0.0 &#45;&#45;port 8766 &#45;&#45;no-open<\/code>\u3002\u5bb9\u5668\u91cc\u5fc5\u987b\u7528 <code>&#45;&#45;host 0.0.0.0<\/code>\u3002<\/li>\n<li>\u955c\u50cf\u91cc\u4e0d\u542b cloudflared \u548c schedule \u5e93\uff0c\u5bb9\u5668\u4ee5 root \u8fd0\u884c\uff0c\u6302\u8f7d\u76ee\u5f55\u91cc\u751f\u6210\u7684\u6587\u4ef6\u5c5e\u4e8e root\u3002<\/li>\n<\/ul>\n\n<h2>6 \u4ece Windows \u642c\u5230 Linux<\/h2>\n<ol>\n<li>\u5728 Windows \u4e0a\u5173\u6389 khQuant\uff08\u5305\u62ec\u5b9a\u65f6\u8865\u5145\u3001\u6570\u636e\u7ba1\u7406\u7a97\u53e3\uff09\uff0c\u907f\u514d\u62f7\u5230\u5199\u4e86\u4e00\u534a\u7684\u6570\u636e\u3002<\/li>\n<li>\u628a\u6574\u4e2a DuckDB \u6570\u636e\u76ee\u5f55\u62f7\u8fc7\u53bb\uff0c\u653e\u5728\u4efb\u610f\u4f4d\u7f6e\uff0c\u7136\u540e\u8fd0\u884c <code>kh config set duckdb_data_path \u65b0\u7684\u76ee\u5f55<\/code>\u3002\u62f7\u5b8c\u53ef\u4ee5\u7528 <code>kh data stats<\/code> \u6838\u5bf9\u3002<\/li>\n<li>\u7b56\u7565\u7684 <code>.kh<\/code> \u548c <code>.py<\/code> \u653e\u5728\u540c\u4e00\u4e2a\u6587\u4ef6\u5939\u91cc\u4e00\u8d77\u62f7\u3002<code>.kh<\/code> \u91cc\u8bb0\u7684 Windows \u8def\u5f84\u5931\u6548\u65f6\uff0c\u8f6f\u4ef6\u4f1a\u81ea\u52a8\u7528\u540c\u4e00\u6587\u4ef6\u5939\u91cc\u7684\u540c\u540d\u7b56\u7565\u3002<\/li>\n<\/ol>\n\n<h2>7 \u5347\u7ea7\u548c\u5378\u8f7d<\/h2>\n<ul>\n<li><strong>\u5347\u7ea7<\/strong>\uff1a\u4e0b\u8f7d\u65b0\u7248 wheel\uff0c\u8fd0\u884c <code>pipx install &#45;&#45;force .\/khquant-\u65b0\u7248\u672c-py3-none-any.whl<\/code>\u3002<strong><code>pipx upgrade<\/code> \u5bf9\u8fd9\u79cd\u5b89\u88c5\u65b9\u5f0f\u65e0\u6548\u3002<\/strong>\u91cd\u88c5\u540e\u4e4b\u524d inject \u7684 schedule \u9700\u8981\u91cd\u65b0 inject\u3002<\/li>\n<li><strong>Docker \u5347\u7ea7<\/strong>\uff1aload \u65b0\u7248\u672c\u955c\u50cf\uff0c\u8fd0\u884c\u65f6\u6362\u6210\u65b0\u7684\u6807\u7b7e\u3002<\/li>\n<li><strong>\u5378\u8f7d<\/strong>\uff1a<code>pipx uninstall khquant<\/code>\uff1bDocker \u955c\u50cf\u7528 <code>docker rmi khquant:\u7248\u672c\u53f7<\/code> \u5220\u9664\u3002<code>~\/.khquant<\/code> \u548c <code>~\/khquant<\/code> \u91cc\u7684\u8bbe\u7f6e\u3001\u6570\u636e\u3001\u7ed3\u679c\u4e0d\u4f1a\u5220\uff0c\u4e0d\u9700\u8981\u65f6\u624b\u52a8\u5220\u9664\u3002<\/li>\n<\/ul>\n\n<h2>\u5e38\u89c1\u95ee\u9898<\/h2>\n<p class=\"q\"><strong>\u95ee\uff1aLinux \u4e0a\u63d0\u793a <code>kh: command not found<\/code>\uff1f<\/strong><br>\n\u7b54\uff1a\u8fd0\u884c <code>pipx ensurepath<\/code>\uff0c\u7136\u540e\u91cd\u65b0\u6253\u5f00\u7ec8\u7aef\uff08\u6216 <code>exec \"&#36;SHELL\" -l<\/code>\uff09\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u5927\u90e8\u5206\u547d\u4ee4\u90fd\u63d0\u793a\u300c\u5c1a\u672a\u521d\u59cb\u5316\u300d\uff1f<\/strong><br>\n\u7b54\uff1a\u5148\u8fd0\u884c\u4e00\u6b21 <code>kh init<\/code>\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a\u793a\u4f8b\u7b56\u7565\u56de\u6d4b\u5b8c\u4e00\u7b14\u4ea4\u6613\u90fd\u6ca1\u6709\uff1f<\/strong><br>\n\u7b54\uff1a\u7528 tx \u4e0b\u8f7d\u65f6\u6ca1\u52a0 <code>&#45;&#45;adj front<\/code>\u3002\u52a0\u4e0a\u91cd\u65b0\u4e0b\u8f7d\u5373\u53ef\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a<code>pipx upgrade khquant<\/code> \u6ca1\u53cd\u5e94\uff1f<\/strong><br>\n\u7b54\uff1a\u672c\u5730 wheel \u5b89\u88c5\u7684\u4e0d\u80fd\u8fd9\u6837\u5347\u7ea7\uff0c\u7528 <code>pipx install &#45;&#45;force<\/code> \u88c5\u65b0\u7248 wheel\u3002<\/p>\n<p class=\"q\"><strong>\u95ee\uff1a<code>kh data sync &#45;&#45;schedule<\/code> \u62a5\u9700\u8981 schedule \u5e93\uff1f<\/strong><br>\n\u7b54\uff1a\u8fd0\u884c <code>pipx inject khquant schedule<\/code>\u3002<\/p>\n\n<p style=\"color:#888;font-size:.9em;\">\u672c\u7bc7\u57fa\u4e8e V3.4.1.10 \u7f16\u5199\uff0c\u5728 Ubuntu 22.04 \u4e0a\u5b9e\u6d4b\uff1bDocker \u90e8\u5206\u6309\u53d1\u884c\u8bf4\u660e\u7f16\u5199\u3002<\/p>\n\n<nav class=\"khq-tn-nav\"><a class=\"prev\" href=\"https:\/\/khsci.com\/khQuant\/macos\/\"><span>\u4e0a\u4e00\u7bc7<\/span>2.4 macOS<\/a><a class=\"next\" href=\"https:\/\/khsci.com\/khQuant\/web-backtest\/\"><span>\u4e0b\u4e00\u7bc7<\/span>2.6 Web \u7aef<\/a><\/nav>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>\u9002\u7528\u7248\u672c V3 Linux \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\u8bb2\u5728\u6ca1\u6709\u56fe\u5f62\u754c\u9762\u7684 L [&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}]}}