{"id":125,"date":"2024-12-17T13:43:26","date_gmt":"2024-12-17T05:43:26","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=125"},"modified":"2025-01-09T20:33:40","modified_gmt":"2025-01-09T12:33:40","slug":"tutor2","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/tutor2\/","title":{"rendered":"\u5386\u53f2\u6570\u636e\u83b7\u53d6"},"content":{"rendered":"<blockquote><p>\n  \u6211\u662fMr.\u770b\u6d77\uff0c\u7531\u4e8e\u6211\u5f00\u53d1\u7684\u770b\u6d77\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u662f\u57fa\u4e8eminiQMT\u7684\u884c\u60c5\u548c\u4ea4\u6613\u63a5\u53e3\uff0c\u6240\u4ee5\u5728\u6b64\u6211\u5c06miniQMT\u7684\u4f7f\u7528\u6559\u7a0b\u91c7\u7528\u6848\u4f8b\u96c6\u7684\u5f62\u5f0f\u8fdb\u884c\u8bb2\u89e3\uff0c\u8be5\u624b\u518c\u4f1a\u4e0d\u65ad\u5b8c\u5584\u548c\u4e30\u5bcc\uff0c\u4e3a\u505aminiQMT\u7684\u5f00\u53d1\u7684\u670b\u53cb\u63d0\u4f9b\u4fbf\u5229\u3002<br \/>\n  \u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u672c\u624b\u518c\u4ec5\u4f5c\u4e3a\u5b98\u65b9\u624b\u518c\u7684\u8f85\u52a9\u6559\u7a0b\uff0c\u6700\u6743\u5a01\u7684\u63a5\u53e3\u8bf7\u4ee5\u5b98\u65b9\u8bf4\u660e\u6587\u6863\u4e3a\u51c6\uff1a<br \/>\n  <strong><a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/dict.thinktrader.net\/nativeApi\/start_now.html?id=x3GDHP\" title=\"\u5b98\u65b9\u624b\u518c\u8bf7\u70b9\u51fb\u8fd9\u91cc\">\u5b98\u65b9\u624b\u518c\u8bf7\u70b9\u51fb\u8fd9\u91cc<\/a><\/strong>\n<\/p><\/blockquote>\n<hr \/>\n<h1>1.\u5386\u53f2\u6570\u636e\u83b7\u53d6\u7684\u8fd0\u884c\u903b\u8f91\u4e0e\u6f14\u793a\u6848\u4f8b<\/h1>\n<p>xtdata\u6a21\u5757\u4e2d\uff0c\u83b7\u53d6\u5386\u53f2\u6570\u636e\u5206\u4e3a\u4e24\u4e2a\u6b65\u9aa4\uff0c\u5373\u5386\u53f2\u6570\u636e\u7f13\u5b58\u548c\u5386\u53f2\u6570\u636e\u67e5\u8be2\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u8981\u5148\u5c06\u5386\u53f2\u6570\u636e\u7f13\u5b58\u5230\u672c\u5730\uff0c\u6b64\u65f6\u4ed6\u4eec\u88ab\u5b58\u50a8\u5728miniQMT\u5b89\u88c5\u76ee\u5f55\u4e0b\u7684userdata_mini\u6587\u4ef6\u5939\u4e2d\uff0c\u6570\u636e\u683c\u5f0f\u4e3a\u4e8c\u8fdb\u5236\uff0c\u6b64\u65f6\u662f\u4e0d\u6613\u8bfb\u53d6\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u7684\uff0c\u9700\u8981\u901a\u8fc7&#8221;\u67e5\u8be2\u5386\u53f2\u6570\u636e&#8221;\u7684\u6b65\u9aa4\u624d\u80fd\u771f\u6b63\u5f97\u5230\u6570\u636e\u3002<\/p>\n<p>\u8fd8\u6709\u4e00\u70b9\u6bd4\u8f83\u8ba9\u4eba\u6320\u5934\u7684\u662f\uff0cxtdata\u6a21\u5757\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u76f8\u5173\u51fd\u6570\u529f\u80fd\u7684\u8fed\u4ee3\uff0c\u4f7f\u5f97\u6709\u591a\u4e2a\u51fd\u6570\u53ef\u4ee5\u5b9e\u73b0\u5386\u53f2\u6570\u636e\u4e0b\u8f7d\u548c\u67e5\u8be2\uff0c\u8fd9\u4e9b\u51fd\u6570\u5728\u529f\u80fd\u4e0a\u5b58\u5728\u4e00\u5b9a\u7684\u76f8\u4f3c\u6027\uff0c\u4f46\u53c8\u6709\u7ec6\u5fae\u7684\u5dee\u522b\uff0c\u56e0\u6b64\uff0c\u5728\u5b9e\u9645\u4f7f\u7528\u8fc7\u7a0b\u4e2d\uff0c\u9700\u8981\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u51fd\u6570\u3002<\/p>\n<h2>1.1 \u5386\u53f2\u6570\u636e\u83b7\u53d6\u7684\u4e24\u4e2a\u6b65\u9aa4<\/h2>\n<p><strong>\u7b2c\u4e00\u6b65\uff1a\u7f13\u5b58\u5386\u53f2\u6570\u636e<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528download_history_data()\u51fd\u6570\u6216download_history_data2()\u51fd\u6570\uff08\u533a\u522b\u7a0d\u540e\u8bb2\u89e3\uff09<\/li>\n<li>\u4ece\u670d\u52a1\u5668\u4e0b\u8f7d\u6570\u636e\u5e76\u7f13\u5b58\u5230\u672c\u5730\u6570\u636e\u5e93\uff0c\u6b64\u65f6\u5e76\u4e0d\u80fd\u67e5\u770b\u5230\u6570\u636e<\/li>\n<li>\u652f\u6301\u589e\u91cf\u4e0b\u8f7d(incrementally=True)\u548c\u5168\u91cf\u4e0b\u8f7d<\/li>\n<li>\u5fc5\u987b\u5148\u4e0b\u8f7d,\u624d\u80fd\u67e5\u8be2\u5386\u53f2\u6570\u636e<\/li>\n<\/ul>\n<p><strong>\u7b2c\u4e8c\u6b65\uff1a\u67e5\u8be2\u5386\u53f2\u6570\u636e<\/strong><\/p>\n<ul>\n<li>\u4f7f\u7528get_market_data()\u51fd\u6570\u6216get_market_data_ex()\u51fd\u6570\uff08\u533a\u522b\u7a0d\u540e\u8bb2\u89e3\uff09<\/li>\n<li>\u4ece\u672c\u5730\u6570\u636e\u5e93\u8bfb\u53d6\u5df2\u4e0b\u8f7d\u7684\u6570\u636e\uff0c\u6b64\u65f6\u53ef\u4ee5\u67e5\u770b\u5230\u6570\u636e<\/li>\n<li>\u652f\u6301\u591a\u80a1\u7968\u3001\u591a\u5b57\u6bb5\u3001\u591a\u5468\u671f\u67e5\u8be2<\/li>\n<li>\u53ef\u4ee5\u8bbe\u7f6e\u590d\u6743\u65b9\u5f0f(dividend_type)<\/li>\n<\/ul>\n<h2>1.2 \u57fa\u672c\u7684\u5386\u53f2\u6570\u636e\u83b7\u53d6\u6d41\u7a0b<\/h2>\n<p>\u4e0b\u9762\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u6848\u4f8b\u6765\u6f14\u793a\u8fd9\u4e24\u4e2a\u6b65\u9aa4\uff1a<\/p>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# 1.\u4e0b\u8f7d\u6570\u636e\nxtdata.download_history_data(\n    stock_code=\"000001.SZ\",\n    period=\"1d\",\n    start_time=\"20240101\",\n    end_time=\"20240301\"\n)\n\n# 2.\u67e5\u8be2\u6570\u636e\ndata = xtdata.get_market_data(\n    field_list=[\"time\", \"close\"],  # \u9700\u8981\u7684\u5b57\u6bb5\n    stock_list=[\"000001.SZ\"],  # \u80a1\u7968\u4ee3\u7801\n    period=\"1d\",            # \u65e5\u7ebf\u6570\u636e\n    start_time=\"20240101\",  # \u8d77\u59cb\u65e5\u671f\n    end_time=\"20240301\"     # \u7ed3\u675f\u65e5\u671f\n)\n\n# 3.\u6253\u5370\u7ed3\u679c\nprint(\"\u5e73\u5b89\u94f6\u884c\u65e5\u7ebf\u6570\u636e:\")\nprint(data[\"close\"])  # \u53ea\u6253\u5370\u6536\u76d8\u4ef7\u6570\u636e\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\u5982\u4e0b\uff1a<\/p>\n<pre><code class=\"language-python line-numbers\">\u5e73\u5b89\u94f6\u884c\u65e5\u7ebf\u6570\u636e:\n           20240102  20240103  20240104  20240105  20240108  ...  20240226  20240227  20240228  20240229  20240301\n000001.SZ      9.21       9.2      9.11      9.27      9.15  ...     10.53      10.5     10.49     10.59     10.49\n<\/code><\/pre>\n<h2>1.3 \u6570\u636e\u4e0b\u8f7d\u51fd\u6570\u7684\u5bf9\u6bd4<\/h2>\n<p>\u5728\u6570\u636e\u4e0b\u8f7d\u9636\u6bb5\uff0c\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528download_history_data()\u6216download_history_data2()\u51fd\u6570\u3002<\/p>\n<p><strong>\u4e3b\u8981\u533a\u522b\uff1a<\/strong><\/p>\n<ul>\n<li>download_history_data\uff1a\u5355\u53ea\u80a1\u7968\u4e0b\u8f7d\uff0c\u540c\u6b65\u6267\u884c<\/li>\n<li>download_history_data2\uff1a\u652f\u6301\u6279\u91cf\u4e0b\u8f7d\uff0c\u53ef\u76d1\u63a7\u4e0b\u8f7d\u8fdb\u5ea6\uff0c\u5f02\u6b65\u6267\u884c<\/li>\n<\/ul>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\nimport time\n\n# \u5355\u53ea\u80a1\u7968\u4e0b\u8f7d\nprint(\"\u5f00\u59cb\u4e0b\u8f7d\u5355\u53ea\u80a1\u7968...\")\nxtdata.download_history_data(\n    stock_code=\"000001.SZ\",\n    period=\"1d\",\n    start_time=\"20240101\"\n)\nprint(\"\u5355\u53ea\u80a1\u7968\u4e0b\u8f7d\u5b8c\u6210\")\n\n# \u6279\u91cf\u4e0b\u8f7d,\u652f\u6301\u8fdb\u5ea6\u56de\u8c03\ndef on_progress(data):\n    print(f\"\u5df2\u5b8c\u6210:{data['finished']}\/{data['total']} - {data['message']}\")\n\nseq = xtdata.download_history_data2(\n    stock_list=[\"000001.SZ\", \"600000.SH\"],\n    period=\"1d\",\n    start_time=\"20240101\",\n    callback=on_progress\n)\nprint(\"\u6279\u91cf\u4e0b\u8f7d\u5b8c\u6210\")\n<\/code><\/pre>\n<p>\u8fd0\u884c\u7ed3\u679c\uff1a<\/p>\n<pre><code class=\"language-python line-numbers\">\u5355\u53ea\u80a1\u7968\u4e0b\u8f7d\u5b8c\u6210\n\u6279\u91cf\u4e0b\u8f7d\u5b8c\u6210\n\u5df2\u5b8c\u6210:1\/2 - 600000.SH\n\u5df2\u5b8c\u6210:2\/2 - 000001.SZ\n<\/code><\/pre>\n<h2>1.4 \u6570\u636e\u67e5\u8be2\u51fd\u6570\u7684\u5bf9\u6bd4<\/h2>\n<h3>1.4.1 get_market_data\u4e0eget_market_data_ex\u7684\u5bf9\u6bd4<\/h3>\n<p><strong>\u4e3b\u8981\u533a\u522b\uff1a<\/strong><\/p>\n<ol>\n<li>\u6570\u636e\u7c7b\u578b\u652f\u6301\uff1a<\/li>\n<\/ol>\n<ul>\n<li>get_market_data\uff1a\u4e3b\u8981\u7528\u4e8e\u57fa\u7840K\u7ebf\u6570\u636e<\/li>\n<li>get_market_data_ex\uff1a\u652f\u6301\u66f4\u591a\u6570\u636e\u7c7b\u578b\uff08ETF\u7533\u8d4e\u3001\u671f\u8d27\u4e3b\u529b\u5408\u7ea6\u3001\u9ad8\u7ea7\u5468\u671f\u7b49\uff09\n<ol start=\"2\">\n<li>\u8fd4\u56de\u683c\u5f0f\uff1a<\/li>\n<\/ol>\n<\/li>\n<li>get_market_data\uff1a\u8fd4\u56dedict\uff0ckey\u4e3a\u5b57\u6bb5\u540d\uff0cvalue\u4e3aDataFrame<\/p>\n<\/li>\n<li>\n<p>get_market_data_ex\uff1a\u76f4\u63a5\u8fd4\u56deDataFrame\uff0c\u5217\u540d\u4e3a\u5b57\u6bb5\u540d<\/p>\n<ol start=\"3\">\n<li>\u4f7f\u7528\u573a\u666f\uff1a<\/li>\n<\/ol>\n<\/li>\n<li>get_market_data\uff1a\u9002\u5408\u83b7\u53d6\u591a\u53ea\u80a1\u7968\u7684\u5c11\u91cf\u5b57\u6bb5<\/p>\n<\/li>\n<li>get_market_data_ex\uff1a\u9002\u5408\u83b7\u53d6\u5355\u53ea\u80a1\u7968\u7684\u591a\u4e2a\u5b57\u6bb5<\/li>\n<\/ul>\n<p>\u9700\u8981\u6ce8\u610f\uff0cget_market_data_ex\u90e8\u5206\u9ad8\u7ea7\u529f\u80fd\u53ef\u80fd\u9700\u8981\u5f00\u901a\u7814\u6295\u7248\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u5177\u4f53\u7684\u4f7f\u7528\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# \u4e0b\u8f7d\u5386\u53f2\u6570\u636e\nxtdata.download_history_data2(\n    stock_list=[\"000001.SZ\", \"600000.SH\"],  # \u652f\u6301\u591a\u53ea\u80a1\u7968\n    period=\"1d\",\n    start_time=\"20240101\",\n)\n\n# \u793a\u4f8b1\uff1a\u4f7f\u7528get_market_data\u83b7\u53d6\u591a\u53ea\u80a1\u7968\u7684\u6536\u76d8\u4ef7\ndata1 = xtdata.get_market_data(\n    field_list=[\"time\", \"close\"],\n    stock_list=[\"000001.SZ\", \"600000.SH\"],\n    period=\"1d\",\n    start_time=\"20240101\"\n)\n\n# \u793a\u4f8b2\uff1a\u4f7f\u7528get_market_data_ex\u83b7\u53d6\u5355\u53ea\u80a1\u7968\u7684\u591a\u4e2a\u6307\u6807\ndata2 = xtdata.get_market_data_ex(\n    field_list=[\"time\", \"volume\", \"amount\", \"vwap\"],\n    stock_list=[\"000001.SZ\"],  # \u9002\u5408\u5355\u53ea\u80a1\u7968\u591a\u5b57\u6bb5\n    period=\"1d\",  # \n    start_time=\"20240101\"\n)\n<\/code><\/pre>\n<h3>1.4.2 get_market_data\u4e0eget_local_data\u7684\u5bf9\u6bd4<\/h3>\n<p>\u67e5\u8be2\u51fd\u6570\u6709get_market_data\u3001get_market_data_ex\u548cget_local_data\u4e09\u4e2a\uff0c\u4ed6\u4eec\u7684\u533a\u522b\u5982\u4e0b\u3002<br \/>\n<strong>\u4e3b\u8981\u533a\u522b\uff1a<\/strong><\/p>\n<ol>\n<li>\u6570\u636e\u83b7\u53d6\u65b9\u5f0f\uff1a<\/li>\n<\/ol>\n<ul>\n<li>get_market_data\uff1a\u901a\u8fc7miniQMT\u670d\u52a1\u83b7\u53d6\u6570\u636e\uff0c\u9700\u8981miniQMT\u8fd0\u884c<\/li>\n<li>get_local_data\uff1a\u76f4\u63a5\u8bfb\u53d6\u672c\u5730\u6587\u4ef6\uff0c\u4e0d\u4f9d\u8d56miniQMT\u670d\u52a1\n<ol start=\"2\">\n<li>\u4f7f\u7528\u9650\u5236\uff1a<\/li>\n<\/ol>\n<\/li>\n<li>get_market_data\uff1a\u9700\u8981miniQMT\u5728\u7ebf\uff0c\u4f46\u529f\u80fd\u66f4\u5b8c\u6574<\/p>\n<\/li>\n<li>get_local_data\uff1a\u53ef\u79bb\u7ebf\u4f7f\u7528\uff0c\u4f46\u53ea\u80fd\u83b7\u53d6\u5df2\u4e0b\u8f7d\u7684\u6570\u636e<\/li>\n<\/ul>\n<p>\u4e0b\u9762\u662f\u5177\u4f53\u7684\u4f7f\u7528\u793a\u4f8b\uff1a<\/p>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# \u5148\u4e0b\u8f7d\u6570\u636e\u5230\u672c\u5730\nxtdata.download_history_data(\n    stock_code=\"000001.SZ\",\n    period=\"1d\",\n    start_time=\"20240101\"\n)\n\n# \u793a\u4f8b1\uff1a\u901a\u8fc7miniQMT\u670d\u52a1\u83b7\u53d6\u6570\u636e\ndata1 = xtdata.get_market_data(\n    field_list=[\"time\", \"close\"],\n    stock_list=[\"000001.SZ\"],\n    period=\"1d\",\n    start_time=\"20240101\"\n)\n\n# \u793a\u4f8b2\uff1a\u76f4\u63a5\u4ece\u672c\u5730\u6587\u4ef6\u8bfb\u53d6\u6570\u636e\ndata2 = xtdata.get_local_data(\n    field_list=[\"time\", \"close\"],\n    stock_list=[\"000001.SZ\"],\n    period=\"1d\",\n    start_time=\"20240101\"\n)\n<\/code><\/pre>\n<h2>1.5 \u4f7f\u7528\u5efa\u8bae<\/h2>\n<ol>\n<li>\u6570\u636e\u4e0b\u8f7d\uff1a<\/li>\n<\/ol>\n<ul>\n<li>\u5355\u53ea\u80a1\u7968\u4e0b\u8f7d\u4f7f\u7528download_history_data<\/li>\n<li>\u6279\u91cf\u4e0b\u8f7d\u6216\u9700\u8981\u8fdb\u5ea6\u663e\u793a\u65f6\u4f7f\u7528download_history_data2\n<ol start=\"2\">\n<li>\u6570\u636e\u67e5\u8be2\uff1a<\/li>\n<\/ol>\n<\/li>\n<li>\u83b7\u53d6\u591a\u53ea\u80a1\u7968\u57fa\u7840\u884c\u60c5\u65f6\u4f7f\u7528get_market_data<\/p>\n<\/li>\n<li>\u83b7\u53d6\u7279\u6b8a\u6570\u636e\uff08\u5982\u5468\u7ebf\u3001ETF\u7533\u8d4e\u7b49\uff09\u65f6\u4f7f\u7528get_market_data_ex<\/li>\n<li>miniQMT\u672a\u8fd0\u884c\u65f6\u53ef\u4f7f\u7528get_local_data\u5e94\u6025<\/li>\n<\/ul>\n<h2>2.\u6ce8\u610f\u4e8b\u9879<\/h2>\n<ol>\n<li>\u4f7f\u7528\u524d\u786e\u4fddminiQMT\u5df2\u542f\u52a8\u5e76\u6b63\u5e38\u8fd0\u884c<\/li>\n<li>\u83b7\u53d6\u6570\u636e\u524d\u9700\u8981\u5148\u4e0b\u8f7d\u5bf9\u5e94\u7684\u5386\u53f2\u6570\u636e<\/li>\n<li>\u8ba2\u9605\u6570\u636e\u65f6\u6ce8\u610f\u63a7\u5236\u8ba2\u9605\u6570\u91cf,\u5efa\u8bae\u5355\u6b21\u4e0d\u8d85\u8fc750\u53ea\u80a1\u7968<\/li>\n<li>\u5bf9\u4e8e\u9759\u6001\u6570\u636e(\u5982\u677f\u5757\u3001\u8d22\u52a1\u6570\u636e\u7b49),\u65e0\u9700\u9891\u7e41\u4e0b\u8f7d\u66f4\u65b0<\/li>\n<\/ol>\n<p>\u4ee5\u4e0a\u5c31\u662fXtQuant\u884c\u60c5\u6a21\u5757\u7684\u4e3b\u8981\u529f\u80fd\u548c\u4f7f\u7528\u65b9\u6cd5\u3002\u901a\u8fc7\u8fd9\u4e9b\u6848\u4f8b,\u60a8\u53ef\u4ee5\u5feb\u901f\u4e0a\u624b\u4f7f\u7528xtdata\u83b7\u53d6\u5404\u7c7b\u884c\u60c5\u6570\u636e\u3002\u6bcf\u4e2a\u6848\u4f8b\u90fd\u662f\u72ec\u7acb\u53ef\u884c\u7684\u5b8c\u6574\u4ee3\u7801,\u60a8\u53ef\u4ee5\u76f4\u63a5\u590d\u5236\u4f7f\u7528\u5e76\u6839\u636e\u9700\u8981\u4fee\u6539\u53c2\u6570\u3002<\/p>\n<h2>3.\u9644\u5f55\uff1a\u5173\u4e8e\u590d\u6743<\/h2>\n<h2>3.1 \u4ec0\u4e48\u662f\u590d\u6743<\/h2>\n<p>\u4e0a\u5e02\u516c\u53f8\u7684\u90e8\u5206\u516c\u53f8\u884c\u52a8\uff08\u5982\u5206\u7ea2\u6d3e\u606f\u3001\u914d\u80a1\u7b49\uff09\u4f1a\u5bf9\u80a1\u7968\u4ef7\u683c\u4ea7\u751f\u5f71\u54cd\uff0c\u4f7f\u5f97K\u7ebf\u56fe\u4e0a\u7684\u4ef7\u683c\u51fa\u73b0\u65ad\u5c42\uff08\u5982\u4e0b\u56fe\uff09\u3002\u56e0\u6b64\uff0c\u5c31\u9700\u8981\u4f7f\u7528\u590d\u6743\u6765\u5904\u7406\u80a1\u7968\u4ef7\u683c\u7684\u53d8\u5316\u3002<br \/>\n<img decoding=\"async\" src=\"https:\/\/foss1.futunn.com\/help_center_service_go\/prod\/nn\/1712653892117028437-YYxaQRWX.png?imageMogr2\/format\/webp\/quality\/75\" alt=\"\u56fe\u7247\" \/><\/p>\n<p>\u590d\u6743\uff0c\u662f\u628a\u80a1\u7968\u5386\u53f2\u4ef7\u683c\u548c\u6210\u4ea4\u91cf\uff0c\u6839\u636e\u672c\u6b21\u9664\u6743\u4fe1\u606f\u8fdb\u884c\u8c03\u6574\u3002\u76ee\u7684\u662f\u4e3a\u4e86\u4fdd\u8bc1\u5386\u53f2\u4ef7\u683c\u548c\u6700\u65b0\u4ef7\u683c\u4e4b\u95f4\u7684\u8fde\u7eed\u6027\uff0c\u907f\u514d\u56e0\u4e3a\u516c\u53f8\u5206\u7ea2\u6d3e\u606f\u7b49\u64cd\u4f5c\u9020\u6210\u7684\u80a1\u4ef7\u65ad\u5c42\u3002<\/p>\n<p>\u6574\u4f53\u4e0a\u590d\u6743\u65b9\u5f0f\u53ef\u5206\u4e3a\uff1a\u524d\u590d\u6743\u3001\u4e0d\u590d\u6743\u548c\u540e\u590d\u6743\u3002<\/p>\n<h2>3.2 \u4e0d\u540c\u590d\u6743\u65b9\u5f0f\u7684\u4ecb\u7ecd<\/h2>\n<h3>3.2.1 \u524d\u590d\u6743<\/h3>\n<p>\u4ecb\u7ecd\uff1a\u524d\u590d\u6743\u5c31\u662f\u4ee5\u76ee\u524d\u80a1\u4ef7\u4e3a\u57fa\u51c6\uff0c\u4fdd\u6301\u73b0\u6709\u4ef7\u4f4d\u4e0d\u53d8\uff0c\u7f29\u51cf\u4ee5\u524d\u4ef7\u683c\uff0c\u4f7f\u56fe\u5f62\u543b\u5408\uff0c\u4fdd\u6301\u80a1\u4ef7\u8d70\u52bf\u7684\u8fde\u7eed\u6027\u3002\u7b80\u5355\u8bf4\u5c31\u662f\u628a\u9664\u6743\u524d\u7684\u4ef7\u683c\u6309\u73b0\u5728\u7684\u4ef7\u683c\u6362\u7b97\u8fc7\u6765\uff0c\u590d\u6743\u540e\u73b0\u5728\u4ef7\u683c\u4e0d\u53d8\uff0c\u4ee5\u524d\u7684\u4ef7\u683c\u51cf\u5c11\u3002<\/p>\n<p>\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5047\u8bbeA\u80a1\u796810\u5143\/\u80a1\uff0c\u56e0\u9664\u6743\u7b49\u539f\u56e0\u53d8\u62105\u5143\/\u80a1\uff0c\u5728\u5f53\u65e5\u80a1\u4ef7\u6ca1\u6709\u6da8\u8dcc\u7684\u60c5\u51b5\u4e0b\uff0c\u9009\u62e9\u524d\u590d\u6743\u540e\uff0c\u5f53\u5929\u4e0e\u524d\u4e00\u5929\u7684\u80a1\u4ef7\u90fd\u662f5\u5143\/\u80a1\uff0c\u4e4b\u524d\u7684\u80a1\u4ef7\u90fd\u4f1a\u6309\u7167\u4e00\u5b9a\u6bd4\u4f8b\u7f29\u5c0f\u3002<\/p>\n<p>\u4f5c\u7528\uff1a\u91c7\u7528\u524d\u590d\u6743\u5386\u53f2\u80a1\u4ef7\u5c31\u53ef\u4ee5\u66f4\u52a0\u51c6\u786e\u5730\u53cd\u6620\u51fa\u80a1\u7968\u7684\u6da8\u8dcc\u5e45\u548c\u6536\u76ca\u60c5\u51b5\u3002<\/p>\n<h3>3.2.2 \u4e0d\u590d\u6743<\/h3>\n<p>\u4ecb\u7ecd\uff1a\u4e0d\u590d\u6743\u662f\u6307\u5728\u80a1\u7968\u4ea4\u6613\u4e2d\uff0c\u4e0d\u8003\u8651\u9664\u6743\u3001\u9664\u606f\u7b49\u4e8b\u4ef6\u5bf9\u80a1\u4ef7\u7684\u5f71\u54cd\uff0c\u76f4\u63a5\u4ee5\u5f53\u5929\u7684\u5b9e\u9645\u4ea4\u6613\u4ef7\u683c\u4f5c\u4e3a\u6536\u76d8\u4ef7\u8fdb\u884c\u8ba1\u7b97\u3002\u8fd9\u6837\u505a\u4f1a\u5bfc\u81f4\u5386\u53f2\u6570\u636e\u7684\u65ad\u5c42\uff0c\u65e0\u6cd5\u51c6\u786e\u53cd\u6620\u51fa\u80a1\u7968\u7684\u771f\u5b9e\u6da8\u8dcc\u5e45\u548c\u6536\u76ca\u60c5\u51b5\u3002<\/p>\n<p>\u4f8b\u5982\uff0c\u5982\u679c\u4e00\u53ea\u80a1\u7968\u5728\u67d0\u4e2a\u65e5\u671f\u53d1\u751f\u4e86\u9664\u6743\u6216\u9664\u606f\u4e8b\u4ef6\uff0c\u5047\u8bbe\u8fd9\u4e2a\u4e8b\u4ef6\u4f7f\u5f97\u80a1\u4ef7\u4e0b\u8dcc10%\uff0c\u90a3\u4e48\u4e0d\u590d\u6743\u7684\u60c5\u51b5\u4e0b\uff0c\u5386\u53f2\u6570\u636e\u5c06\u4f1a\u6309\u7167\u8be5\u4e8b\u4ef6\u5f53\u5929\u7684\u5b9e\u9645\u4ef7\u683c\u8fdb\u884c\u8ba1\u7b97\uff0c\u800c\u4e0d\u4f1a\u8003\u8651\u5230\u9664\u6743\u9664\u606f\u4e8b\u4ef6\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/p>\n<p>\u4f5c\u7528\uff1a\u91c7\u7528\u4e0d\u590d\u6743\uff0cK\u7ebf\u56fe\u80fd\u771f\u5b9e\u53cd\u6620\u80a1\u4ef7\u5386\u53f2\u7684\u9664\u6743\u4fe1\u606f\u3002<\/p>\n<h3>3.2.3 \u540e\u590d\u6743<\/h3>\n<p>\u4ecb\u7ecd\uff1a\u540e\u590d\u6743\u662f\u6307\u5728K\u7ebf\u56fe\u4e0a\u4ee5\u9664\u6743\u524d\u7684\u4ef7\u683c\u4e3a\u57fa\u51c6\u6765\u6d4b\u7b97\u9664\u6743\u540e\u80a1\u7968\u7684\u5e02\u573a\u6210\u672c\u4ef7\u3002\u7b80\u5355\u8bf4\u5c31\u662f\u628a\u9664\u6743\u540e\u7684\u4ef7\u683c\u6309\u4ee5\u524d\u7684\u4ef7\u683c\u6362\u7b97\u8fc7\u6765\uff0c\u590d\u6743\u540e\u4ee5\u524d\u7684\u4ef7\u683c\u4e0d\u53d8\uff0c\u73b0\u5728\u7684\u4ef7\u683c\u589e\u52a0\u3002<\/p>\n<p>\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5047\u8bbeA\u80a1\u796810\u5143\/\u80a1\uff0c\u56e0\u9664\u6743\u7b49\u539f\u56e0\u53d8\u62105\u5143\/\u80a1\uff0c\u5728\u5f53\u65e5\u80a1\u4ef7\u6ca1\u6709\u6da8\u8dcc\u7684\u60c5\u51b5\u4e0b\uff0c\u9009\u62e9\u540e\u590d\u6743\u540e\uff0c\u5f53\u5929\u4e0e\u524d\u4e00\u5929\u7684\u80a1\u4ef7\u90fd\u662f10\u5143\/\u80a1\uff0c\u4e4b\u540e\u7684\u80a1\u4ef7\u90fd\u4f1a\u6309\u7167\u4e00\u5b9a\u6bd4\u4f8b\u653e\u5927\u3002<\/p>\n<p>\u4f5c\u7528\uff1a\u91c7\u7528\u540e\u590d\u6743\u80fd\u591f\u770b\u51fa\u80a1\u7968\u771f\u5b9e\u4ef7\u503c\u7684\u589e\u52a0\u53ca\u6301\u80a1\u8005\u7684\u771f\u5b9e\u6536\u76ca\u7387\u3002<br \/>\n<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/www.futuhk.com\/hans\/support\/topic1_813\" title=\"\u4ee5\u4e0a\u5173\u4e8e\u590d\u6743\u7684\u8bf4\u660e\u6765\u6e90\u89c1\u8fd9\u91cc\u3002\">\u4ee5\u4e0a\u5173\u4e8e\u590d\u6743\u7684\u8bf4\u660e\u6765\u6e90\u89c1\u8fd9\u91cc\u3002<\/a><\/p>\n<h1>4.\u9644\u5f55-\u51fd\u6570\u8bf4\u660e<\/h1>\n<h2>4.1\u83b7\u53d6\u884c\u60c5\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">get_market_data(field_list=[], stock_list=[], period='1d', start_time='', end_time='', count=-1, dividend_type='none', fill_data=True)\n<\/code><\/pre>\n<ul>\n<li><strong>\u91ca\u4e49<\/strong><\/li>\n<li>\u4ece\u7f13\u5b58\u83b7\u53d6\u884c\u60c5\u6570\u636e\uff0c\u662f\u4e3b\u52a8\u83b7\u53d6\u884c\u60c5\u7684\u4e3b\u8981\u63a5\u53e3<\/li>\n<li><strong>\u53c2\u6570<\/strong><\/li>\n<li>field_list &#8211; list \u6570\u636e\u5b57\u6bb5\u5217\u8868\uff0c\u4f20\u7a7a\u5219\u4e3a\u5168\u90e8\u5b57\u6bb5<\/li>\n<li>stock_list &#8211; list \u5408\u7ea6\u4ee3\u7801\u5217\u8868<\/li>\n<li>period &#8211; string \u5468\u671f<\/li>\n<li>start_time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/li>\n<li>end_time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/li>\n<li>count &#8211; int \u6570\u636e\u4e2a\u6570<\/li>\n<li>\u9ed8\u8ba4\u53c2\u6570\uff0c\u5927\u4e8e\u7b49\u4e8e0\u65f6\uff0c\u82e5\u6307\u5b9a\u4e86start_time\uff0cend_time\uff0c\u6b64\u65f6\u4ee5end_time\u4e3a\u57fa\u51c6\u5411\u524d\u53d6count\u6761\uff1b\u82e5start_time\uff0cend_time\u7f3a\u7701\uff0c\u9ed8\u8ba4\u53d6\u672c\u5730\u6570\u636e\u6700\u65b0\u7684count\u6761\u6570\u636e\uff1b\u82e5start_time\uff0cend_time\uff0ccount\u90fd\u7f3a\u7701\u65f6\uff0c\u9ed8\u8ba4\u53d6\u672c\u5730\u5168\u90e8\u6570\u636e<\/li>\n<li>dividend_type &#8211; string \u9664\u6743\u65b9\u5f0f<\/li>\n<li>fill_data &#8211; bool \u662f\u5426\u5411\u540e\u586b\u5145\u7a7a\u7f3a\u6570\u636e<\/li>\n<li><strong>\u8fd4\u56de<\/strong><\/li>\n<li>period\u4e3a1m 5m 1d\u7b49K\u7ebf\u5468\u671f\u65f6<br \/>\n&#8212; \u8fd4\u56dedict { field1 : value1, field2 : value2, &#8230; }<br \/>\n&#8212; field1, field2, &#8230; \uff1a\u6570\u636e\u5b57\u6bb5<\/li>\n<li>value1, value2, &#8230; \uff1apd.DataFrame \u6570\u636e\u96c6\uff0cindex\u4e3astock_list\uff0ccolumns\u4e3atime_list<br \/>\n&#8212; \u5404\u5b57\u6bb5\u5bf9\u5e94\u7684DataFrame\u7ef4\u5ea6\u76f8\u540c\u3001\u7d22\u5f15\u76f8\u540c<\/li>\n<li>period\u4e3atick\u5206\u7b14\u5468\u671f\u65f6<br \/>\n&#8212; \u8fd4\u56dedict { stock1 : value1, stock2 : value2, &#8230; }<br \/>\n&#8212; stock1, stock2, &#8230; \uff1a\u5408\u7ea6\u4ee3\u7801<br \/>\n&#8212; value1, value2, &#8230; \uff1anp.ndarray \u6570\u636e\u96c6\uff0c\u6309\u6570\u636e\u65f6\u95f4\u6233time\u589e\u5e8f\u6392\u5217<\/li>\n<li><strong>\u5907\u6ce8<\/strong><\/li>\n<li>\u83b7\u53d6lv2\u6570\u636e\u65f6\u9700\u8981\u6570\u636e\u7ec8\u7aef\u6709lv2\u6570\u636e\u6743\u9650<\/li>\n<li>\u65f6\u95f4\u8303\u56f4\u4e3a\u95ed\u533a\u95f4<\/li>\n<\/ul>\n<h2>\u83b7\u53d6\u672c\u5730\u884c\u60c5\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">get_local_data(field_list=[], stock_list=[], period='1d', start_time='', end_time='', count=-1,\n               dividend_type='none', fill_data=True, data_dir=data_dir)\n<\/code><\/pre>\n<ul>\n<li><strong>\u91ca\u4e49<\/strong><\/li>\n<li>\u4ece\u672c\u5730\u6570\u636e\u6587\u4ef6\u83b7\u53d6\u884c\u60c5\u6570\u636e\uff0c\u7528\u4e8e\u5feb\u901f\u6279\u91cf\u83b7\u53d6\u5386\u53f2\u90e8\u5206\u7684\u884c\u60c5\u6570\u636e<\/li>\n<li><strong>\u53c2\u6570<\/strong><\/li>\n<li>field_list &#8211; list \u6570\u636e\u5b57\u6bb5\u5217\u8868\uff0c\u4f20\u7a7a\u5219\u4e3a\u5168\u90e8\u5b57\u6bb5<\/li>\n<li>stock_list &#8211; list \u5408\u7ea6\u4ee3\u7801\u5217\u8868<\/li>\n<li>period &#8211; string \u5468\u671f<\/li>\n<li>start_time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/li>\n<li>end_time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/li>\n<li>count &#8211; int \u6570\u636e\u4e2a\u6570<\/li>\n<li>dividend_type &#8211; string \u9664\u6743\u65b9\u5f0f<\/li>\n<li>fill_data &#8211; bool \u662f\u5426\u5411\u540e\u586b\u5145\u7a7a\u7f3a\u6570\u636e<\/li>\n<li>data_dir &#8211; string MiniQmt\u914d\u5957\u8def\u5f84\u7684userdata_mini\u8def\u5f84\uff0c\u7528\u4e8e\u76f4\u63a5\u8bfb\u53d6\u6570\u636e\u6587\u4ef6\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0bxtdata\u4f1a\u901a\u8fc7\u8fde\u63a5\u5411MiniQmt\u76f4\u63a5\u83b7\u53d6\u6b64\u8def\u5f84\uff0c\u65e0\u9700\u989d\u5916\u8bbe\u7f6e\u3002\u5982\u679c\u9700\u8981\u8c03\u6574\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u8def\u5f84\u4f5c\u4e3adata_dir\u4f20\u5165\uff0c\u4e5f\u53ef\u4ee5\u76f4\u63a5\u4fee\u6539xtdata.data_dir\u4ee5\u6539\u53d8\u9ed8\u8ba4\u503c<\/li>\n<li><strong>\u8fd4\u56de<\/strong><\/li>\n<li>period\u4e3a1m 5m 1dK\u7ebf\u5468\u671f\u65f6<\/li>\n<li>\n<ul>\n<li>\u8fd4\u56dedict { field1 : value1, field2 : value2, &#8230; }<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>field1, field2, &#8230; \uff1a\u6570\u636e\u5b57\u6bb5<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>value1, value2, &#8230; \uff1apd.DataFrame \u6570\u636e\u96c6\uff0cindex\u4e3astock_list\uff0ccolumns\u4e3atime_list<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>\u5404\u5b57\u6bb5\u5bf9\u5e94\u7684DataFrame\u7ef4\u5ea6\u76f8\u540c\u3001\u7d22\u5f15\u76f8\u540c<\/li>\n<\/ul>\n<\/li>\n<li>period\u4e3atick\u5206\u7b14\u5468\u671f\u65f6<\/li>\n<li>\n<ul>\n<li>\u8fd4\u56dedict { stock1 : value1, stock2 : value2, &#8230; }<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>stock1, stock2, &#8230; \uff1a\u5408\u7ea6\u4ee3\u7801<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>value1, value2, &#8230; \uff1anp.ndarray \u6570\u636e\u96c6\uff0c\u6309\u6570\u636e\u65f6\u95f4\u6233time\u589e\u5e8f\u6392\u5217<\/li>\n<\/ul>\n<\/li>\n<li><strong>\u5907\u6ce8<\/strong><\/li>\n<li>\u4ec5\u7528\u4e8e\u83b7\u53d6level1\u6570\u636e<\/li>\n<\/ul>\n<h2>\u83b7\u53d6\u5168\u63a8\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">get_full_tick(code_list)\n\n<\/code><\/pre>\n<ul>\n<li><strong>\u91ca\u4e49<\/strong><\/li>\n<li>\u83b7\u53d6\u5168\u63a8\u6570\u636e<\/li>\n<li><strong>\u53c2\u6570<\/strong><\/li>\n<li>code_list &#8211; \u4ee3\u7801\u5217\u8868\uff0c\u652f\u6301\u4f20\u5165\u5e02\u573a\u4ee3\u7801\u6216\u5408\u7ea6\u4ee3\u7801\u4e24\u79cd\u65b9\u5f0f<\/li>\n<li>\u4f20\u5165\u5e02\u573a\u4ee3\u7801\u4ee3\u8868\u8ba2\u9605\u5168\u5e02\u573a\uff0c\u793a\u4f8b\uff1a[&#8216;SH&#8217;, &#8216;SZ&#8217;]<\/li>\n<li>\u4f20\u5165\u5408\u7ea6\u4ee3\u7801\u4ee3\u8868\u8ba2\u9605\u6307\u5b9a\u7684\u5408\u7ea6\uff0c\u793a\u4f8b\uff1a[&#8216;600000.SH&#8217;, &#8216;000001.SZ&#8217;]<\/li>\n<li><strong>\u8fd4\u56de<\/strong><\/li>\n<li>dict \u6570\u636e\u96c6 { stock1 : data1, stock2 : data2, &#8230; }<\/li>\n<li><strong>\u5907\u6ce8<\/strong><\/li>\n<li>\u65e0<\/li>\n<\/ul>\n<h2>\u4e0b\u8f7d\u5386\u53f2\u884c\u60c5\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">download_history_data(stock_code, period, start_time='', end_time='', incrementally = None)\n<\/code><\/pre>\n<ul>\n<li><strong>\u91ca\u4e49<\/strong><\/li>\n<li>\u8865\u5145\u5386\u53f2\u884c\u60c5\u6570\u636e<\/li>\n<li><strong>\u53c2\u6570<\/strong><\/li>\n<li>stock_code &#8211; string \u5408\u7ea6\u4ee3\u7801<\/li>\n<li>period &#8211; string \u5468\u671f<\/li>\n<li>start_time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/li>\n<li>end_time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/li>\n<li>incrementally &#8211; \u662f\u5426\u589e\u91cf\u4e0b\u8f7d<\/li>\n<li>bool &#8211; \u662f\u5426\u589e\u91cf\u4e0b\u8f7d<\/li>\n<li>None &#8211; \u4f7f\u7528start_time\u63a7\u5236\uff0cstart_time\u4e3a\u7a7a\u5219\u589e\u91cf\u4e0b\u8f7d<\/li>\n<li><strong>\u8fd4\u56de<\/strong><\/li>\n<li>\u65e0<\/li>\n<li><strong>\u5907\u6ce8<\/strong><\/li>\n<li>\u540c\u6b65\u6267\u884c\uff0c\u8865\u5145\u6570\u636e\u5b8c\u6210\u540e\u8fd4\u56de<\/li>\n<\/ul>\n<pre><code class=\"language-python line-numbers\">download_history_data2(stock_list, period, start_time='', end_time='', callback=None,incrementally = None)\n\n<\/code><\/pre>\n<ul>\n<li><strong>\u91ca\u4e49<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8865\u5145\u5386\u53f2\u884c\u60c5\u6570\u636e\uff0c\u6279\u91cf\u7248\u672c<\/p>\n<\/li>\n<li>\n<p><strong>\u53c2\u6570<\/strong><\/p>\n<\/li>\n<li>\n<p>stock_list &#8211; list \u5408\u7ea6\u5217\u8868<\/p>\n<\/li>\n<li>\n<p>period &#8211; string \u5468\u671f<\/p>\n<\/li>\n<li>\n<p>start_time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/p>\n<\/li>\n<li>\n<p>end_time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/p>\n<\/li>\n<li>\n<p>callback &#8211; func \u56de\u8c03\u51fd\u6570<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u53c2\u6570\u4e3a\u8fdb\u5ea6\u4fe1\u606fdict<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>total &#8211; \u603b\u4e0b\u8f7d\u4e2a\u6570<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>finished &#8211; \u5df2\u5b8c\u6210\u4e2a\u6570<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>stockcode &#8211; \u672c\u5730\u4e0b\u8f7d\u5b8c\u6210\u7684\u5408\u7ea6\u4ee3\u7801<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>message &#8211; \u672c\u6b21\u4fe1\u606f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<pre><code class=\"language-python line-numbers\"> def on_progress(data):\n    print(data)\n    # {'finished': 1, 'total': 50, 'stockcode': '000001.SZ', 'message': ''}\n<\/code><\/pre>\n<ul>\n<li>\n<p><strong>\u8fd4\u56de<\/strong><\/p>\n<\/li>\n<li>\n<p>\u65e0<\/p>\n<\/li>\n<li>\n<p><strong>\u5907\u6ce8<\/strong><\/p>\n<\/li>\n<li>\n<p>\u540c\u6b65\u6267\u884c\uff0c\u8865\u5145\u6570\u636e\u5b8c\u6210\u540e\u8fd4\u56de<\/p>\n<\/li>\n<li>\u6709\u4efb\u52a1\u5b8c\u6210\u65f6\u901a\u8fc7\u56de\u8c03\u51fd\u6570\u8fd4\u56de\u8fdb\u5ea6\u4fe1\u606f<\/li>\n<\/ul>\n<h2>\u8ba2\u9605\u5355\u80a1\u884c\u60c5<\/h2>\n<pre><code class=\"language-python line-numbers\">subscribe_quote(stock_code, period='1d', start_time='', end_time='', count=0, callback=None)\n<\/code><\/pre>\n<ul>\n<li>\n<p><strong>\u91ca\u4e49<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605\u5355\u80a1\u7684\u884c\u60c5\u6570\u636e\uff0c\u8fd4\u56de\u8ba2\u9605\u53f7<\/p>\n<\/li>\n<li>\u6570\u636e\u63a8\u9001\u4ececallback\u8fd4\u56de\uff0c\u6570\u636e\u7c7b\u578b\u548cperiod\u6307\u5b9a\u7684\u5468\u671f\u5bf9\u5e94<\/li>\n<li>\u6570\u636e\u8303\u56f4\u4ee3\u8868\u8bf7\u6c42\u7684\u5386\u53f2\u90e8\u5206\u7684\u6570\u636e\u8303\u56f4\uff0c\u6570\u636e\u8fd4\u56de\u540e\u4f1a\u8fdb\u5165\u7f13\u5b58\uff0c\u7528\u4e8e\u4fdd\u8bc1\u6570\u636e\u8fde\u7eed\uff0c\u901a\u5e38\u60c5\u51b5\u4ec5\u8ba2\u9605\u6570\u636e\u65f6\u4f20count = 0\u5373\u53ef<\/li>\n<li>\n<p><strong>\u53c2\u6570<\/strong><\/p>\n<\/li>\n<li>\n<p>stock_code &#8211; string \u5408\u7ea6\u4ee3\u7801<\/p>\n<\/li>\n<li>\n<p>period &#8211; string \u5468\u671f<\/p>\n<\/li>\n<li>\n<p>start_time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/p>\n<\/li>\n<li>\n<p>end_time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/p>\n<\/li>\n<li>\n<p>count &#8211; int \u6570\u636e\u4e2a\u6570<\/p>\n<\/li>\n<li>\n<p>callback &#8211; \u6570\u636e\u63a8\u9001\u56de\u8c03<\/p>\n<\/li>\n<\/ul>\n<p>&#8212;  \u56de\u8c03\u5b9a\u4e49\u5f62\u5f0f\u4e3aon_data(datas)\uff0c\u56de\u8c03\u53c2\u6570datas\u683c\u5f0f\u4e3a { stock_code : [data1, data2, &#8230;] }<\/p>\n<pre><code class=\"language-python line-numbers\">- def on_data(datas):\n-     for stock_code in datas:\n-           print(stock_code, datas[stock_code])\n<\/code><\/pre>\n<ul>\n<li><strong>\u8fd4\u56de<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605\u53f7\uff0c\u8ba2\u9605\u6210\u529f\u8fd4\u56de\u5927\u4e8e0\uff0c\u5931\u8d25\u8fd4\u56de-1<\/p>\n<\/li>\n<li>\n<p><strong>\u5907\u6ce8<\/strong><\/p>\n<\/li>\n<li>\n<p>\u5355\u80a1\u8ba2\u9605\u6570\u91cf\u4e0d\u5b9c\u8fc7\u591a\uff0c\u8be6\u89c1 \u63a5\u53e3\u6982\u8ff0-\u8bf7\u6c42\u9650\u5236<\/p>\n<\/li>\n<\/ul>\n<h2>\u8ba2\u9605\u5168\u63a8\u884c\u60c5<\/h2>\n<pre><code class=\"language-python line-numbers\">subscribe_whole_quote(code_list, callback=None)\n\n<\/code><\/pre>\n<ul>\n<li>\n<p><strong>\u91ca\u4e49<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605\u5168\u63a8\u884c\u60c5\u6570\u636e\uff0c\u8fd4\u56de\u8ba2\u9605\u53f7<\/p>\n<\/li>\n<li>\u6570\u636e\u63a8\u9001\u4ececallback\u8fd4\u56de\uff0c\u6570\u636e\u7c7b\u578b\u4e3a\u5206\u7b14\u6570\u636e<\/li>\n<li>\n<p><strong>\u53c2\u6570<\/strong><\/p>\n<\/li>\n<li>\n<p>code_list &#8211; \u4ee3\u7801\u5217\u8868\uff0c\u652f\u6301\u4f20\u5165\u5e02\u573a\u4ee3\u7801\u6216\u5408\u7ea6\u4ee3\u7801\u4e24\u79cd\u65b9\u5f0f<\/p>\n<\/li>\n<li>\n<ul>\n<li>\u4f20\u5165\u5e02\u573a\u4ee3\u7801\u4ee3\u8868\u8ba2\u9605\u5168\u5e02\u573a\uff0c\u793a\u4f8b\uff1a[&#8216;SH&#8217;, &#8216;SZ&#8217;]<\/li>\n<\/ul>\n<\/li>\n<li>\n<ul>\n<li>\u4f20\u5165\u5408\u7ea6\u4ee3\u7801\u4ee3\u8868\u8ba2\u9605\u6307\u5b9a\u7684\u5408\u7ea6\uff0c\u793a\u4f8b\uff1a[&#8216;600000.SH&#8217;, &#8216;000001.SZ&#8217;]<\/li>\n<\/ul>\n<\/li>\n<li>callback &#8211; \u6570\u636e\u63a8\u9001\u56de\u8c03<\/li>\n<\/ul>\n<p>&#8212;  \u56de\u8c03\u5b9a\u4e49\u5f62\u5f0f\u4e3aon_data(datas)\uff0c\u56de\u8c03\u53c2\u6570datas\u683c\u5f0f\u4e3a { stock1 : data1, stock2 : data2, &#8230; }<\/p>\n<ul>\n<li>def on_data(datas):<\/li>\n<li>for stock_code in datas:<\/li>\n<li>print(stock_code, datas[stock_code])<\/li>\n<li><strong>\u8fd4\u56de<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605\u53f7\uff0c\u8ba2\u9605\u6210\u529f\u8fd4\u56de\u5927\u4e8e0\uff0c\u5931\u8d25\u8fd4\u56de-1<\/p>\n<\/li>\n<li>\n<p><strong>\u5907\u6ce8<\/strong><\/p>\n<\/li>\n<li>\n<p>\u8ba2\u9605\u540e\u4f1a\u9996\u5148\u8fd4\u56de\u5f53\u524d\u6700\u65b0\u7684\u5168\u63a8\u6570\u636e<\/p>\n<\/li>\n<li>\u53cd\u8ba2\u9605\u884c\u60c5\u6570\u636e<\/li>\n<\/ul>\n<h2>unsubscribe_quote(seq)<\/h2>\n<ul>\n<li>\u91ca\u4e49<\/li>\n<li>\u53cd\u8ba2\u9605\u884c\u60c5\u6570\u636e<\/li>\n<li>\u53c2\u6570<\/li>\n<li>seq &#8211; \u8ba2\u9605\u65f6\u8fd4\u56de\u7684\u8ba2\u9605\u53f7<\/li>\n<li>\u8fd4\u56de<\/li>\n<li>\u65e0<\/li>\n<li>\u5907\u6ce8<\/li>\n<li>\u65e0<\/li>\n<\/ul>\n<h1>\u5f00\u901aminiQMT<\/h1>\n<p><a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/miniqmt\/\" title=\"\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u5f00\u901aminiQMT\uff0c\u53ef\u4ee5\u70b9\u51fb\u6b64\u5904\u5f00\u901a\uff0c\u4f4e\u8d39\u7387\u3001\u4f4e\u95e8\u69db\uff0c\u6b22\u8fce\u54a8\u8be2\u3002\">\u5982\u679c\u4f60\u8fd8\u6ca1\u6709\u5f00\u901aminiQMT\uff0c\u53ef\u4ee5\u70b9\u51fb\u6b64\u5904\u5f00\u901a\uff0c\u4f4e\u8d39\u7387\u3001\u4f4e\u95e8\u69db\uff0c\u6b22\u8fce\u54a8\u8be2\u3002<\/a><\/p>\n<h1>\u5f00\u53d1\u65e5\u5fd7<\/h1>\n<p>\u6211\u6b63\u5728\u7d27\u9523\u5bc6\u9f13\u5730\u5f00\u53d1\u7cfb\u7edf\uff0c\u5b8c\u5584\u529f\u80fd\uff0c<a class=\"wp-editor-md-post-content-link\" href=\"https:\/\/khsci.com\/khQuant\/log\/\" title=\"\u70b9\u51fb\u6b64\u5904\u4e86\u89e3\u6700\u65b0\u8fdb\u5c55\u3002\">\u70b9\u51fb\u6b64\u5904\u4e86\u89e3\u6700\u65b0\u8fdb\u5c55\u3002<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u662fMr.\u770b\u6d77\uff0c\u7531\u4e8e\u6211\u5f00\u53d1\u7684\u770b\u6d77\u91cf\u5316\u4ea4\u6613\u7cfb\u7edf\u662f\u57fa\u4e8eminiQMT\u7684\u884c\u60c5\u548c\u4ea4\u6613\u63a5\u53e3\uff0c\u6240\u4ee5\u5728\u6b64\u6211\u5c06miniQMT\u7684 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