{"id":152,"date":"2024-12-17T14:43:16","date_gmt":"2024-12-17T06:43:16","guid":{"rendered":"https:\/\/khsci.com\/khQuant\/?page_id=152"},"modified":"2024-12-17T14:45:48","modified_gmt":"2024-12-17T06:45:48","slug":"%e5%9f%ba%e6%9c%ac%e9%9d%a2%e6%95%b0%e6%8d%ae%e8%8e%b7%e5%8f%96","status":"publish","type":"page","link":"https:\/\/khsci.com\/khQuant\/%e5%9f%ba%e6%9c%ac%e9%9d%a2%e6%95%b0%e6%8d%ae%e8%8e%b7%e5%8f%96\/","title":{"rendered":"\u57fa\u672c\u9762\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.\u57fa\u672c\u9762\u6570\u636e\u83b7\u53d6\u7684\u8fd0\u884c\u903b\u8f91\u4e0e\u6f14\u793a\u6848\u4f8b<\/h1>\n<p>\u5728XtQuant\u4e2d,\u83b7\u53d6\u57fa\u672c\u9762\u6570\u636e\u4e3b\u8981\u6d89\u53ca\u5230\u4e09\u4e2a\u6838\u5fc3\u51fd\u6570:<\/p>\n<ol>\n<li>download_financial_data() &#8211; \u4e0b\u8f7d\u5355\u53ea\u80a1\u7968\u7684\u8d22\u52a1\u6570\u636e<\/li>\n<li>download_financial_data2() &#8211; \u6279\u91cf\u4e0b\u8f7d\u591a\u53ea\u80a1\u7968\u7684\u8d22\u52a1\u6570\u636e<\/li>\n<li>get_financial_data() &#8211; \u83b7\u53d6\u5df2\u4e0b\u8f7d\u7684\u8d22\u52a1\u6570\u636e<\/li>\n<\/ol>\n<p>\u4e0e\u884c\u60c5\u6570\u636e\u7c7b\u4f3c,\u57fa\u672c\u9762\u6570\u636e\u7684\u83b7\u53d6\u4e5f\u9700\u8981\u5148\u4e0b\u8f7d\u6570\u636e\u5230\u672c\u5730,\u7136\u540e\u624d\u80fd\u67e5\u8be2\u3002\u4e0d\u540c\u7684\u662f,\u57fa\u672c\u9762\u6570\u636e\u662f\u6309\u7167\u62a5\u8868\u671f\u8fdb\u884c\u7ec4\u7ec7\u7684,\u5305\u542b\u4e86\u8d44\u4ea7\u8d1f\u503a\u8868\u3001\u5229\u6da6\u8868\u3001\u73b0\u91d1\u6d41\u91cf\u8868\u7b49\u591a\u4e2a\u62a5\u8868\u3002<\/p>\n<h2>1.1 \u57fa\u672c\u7684\u8d22\u52a1\u6570\u636e\u83b7\u53d6\u6d41\u7a0b<\/h2>\n<p>\u4e0b\u9762\u901a\u8fc7\u4e00\u4e2a\u7b80\u5355\u7684\u6848\u4f8b\u6765\u6f14\u793a\u8fd9\u4e2a\u8fc7\u7a0b:<\/p>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# 1.\u4e0b\u8f7d\u5355\u53ea\u80a1\u7968\u7684\u8d22\u52a1\u6570\u636e\nxtdata.download_financial_data(\n    stock_list=[\"000001.SZ\"],\n    table_list=[\"Balance\", \"Income\"]  # \u4e0b\u8f7d\u8d44\u4ea7\u8d1f\u503a\u8868\u548c\u5229\u6da6\u8868\n)\n\n# 2.\u67e5\u8be2\u8d22\u52a1\u6570\u636e\ndata = xtdata.get_financial_data(\n    stock_list=[\"000001.SZ\"],\n    table_list=[\"Balance\", \"Income\"],\n    start_time=\"20230101\",\n    end_time=\"20240101\",\n    report_type=\"report_time\"  # \u6309\u62a5\u544a\u671f\u67e5\u8be2\n)\n\n# 3.\u6253\u5370\u7ed3\u679c\nprint(\"\u5e73\u5b89\u94f6\u884c\u8d22\u52a1\u6570\u636e:\")\nfor stock_code in data:\n    print(f\"\\n{stock_code}\u7684\u8d22\u52a1\u6570\u636e:\")\n    for table_name in data[stock_code]:\n        print(f\"\\n{table_name}\u8868\u4e3b\u8981\u6307\u6807:\")\n        print(data[stock_code][table_name].head())\n<\/code><\/pre>\n<h2>1.2 \u8d22\u52a1\u6570\u636e\u4e0b\u8f7d\u51fd\u6570\u7684\u5bf9\u6bd4<\/h2>\n<p>\u5728\u6570\u636e\u4e0b\u8f7d\u9636\u6bb5,\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528download_financial_data()\u6216download_financial_data2()\u51fd\u6570\u3002<\/p>\n<p>\u4e3b\u8981\u533a\u522b:<\/p>\n<ul>\n<li>download_financial_data: \u9002\u5408\u5355\u53ea\u6216\u5c11\u91cf\u80a1\u7968\u4e0b\u8f7d,\u540c\u6b65\u6267\u884c<\/li>\n<li>download_financial_data2: \u652f\u6301\u6279\u91cf\u4e0b\u8f7d,\u53ef\u76d1\u63a7\u4e0b\u8f7d\u8fdb\u5ea6,\u5f02\u6b65\u6267\u884c<\/li>\n<\/ul>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# \u793a\u4f8b1: \u4f7f\u7528download_financial_data\u4e0b\u8f7d\u5355\u53ea\u80a1\u7968\nxtdata.download_financial_data(\n    stock_list=[\"000001.SZ\"],\n    table_list=[\"Balance\", \"Income\", \"CashFlow\"]  # \u4e09\u5927\u62a5\u8868\n)\n\n# \u793a\u4f8b2: \u4f7f\u7528download_financial_data2\u6279\u91cf\u4e0b\u8f7d\ndef on_progress(data):\n    print(f\"\u5df2\u5b8c\u6210:{data['finished']}\/{data['total']} - {data['message']}\")\n\nxtdata.download_financial_data2(\n    stock_list=[\"000001.SZ\", \"600000.SH\"],\n    table_list=[\"Balance\", \"Income\", \"CashFlow\"],\n    start_time=\"20230101\",    # \u53ef\u9009:\u6309\u62ab\u9732\u65e5\u671f\u7b5b\u9009\n    end_time=\"20240101\",      # \u53ef\u9009:\u6309\u62ab\u9732\u65e5\u671f\u7b5b\u9009\n    callback=on_progress      # \u8fdb\u5ea6\u56de\u8c03\u51fd\u6570\n)\n<\/code><\/pre>\n<h2>1.3 \u8d22\u52a1\u6570\u636e\u67e5\u8be2\u7684\u8be6\u7ec6\u8bf4\u660e<\/h2>\n<p>get_financial_data()\u51fd\u6570\u662f\u83b7\u53d6\u8d22\u52a1\u6570\u636e\u7684\u6838\u5fc3\u63a5\u53e3,\u5b83\u652f\u6301\u591a\u79cd\u67e5\u8be2\u65b9\u5f0f:<\/p>\n<pre><code class=\"language-python line-numbers\">from xtquant import xtdata\n\n# \u793a\u4f8b1:\u6309\u62a5\u544a\u671f\u67e5\u8be2\ndata1 = xtdata.get_financial_data(\n    stock_list=[\"000001.SZ\"],\n    table_list=[\"Balance\", \"Income\"],\n    start_time=\"20230101\",\n    end_time=\"20240101\",\n    report_type=\"report_time\"  # \u6309\u62a5\u544a\u671f\u67e5\u8be2\n)\n\n# \u793a\u4f8b2:\u6309\u62ab\u9732\u65e5\u671f\u67e5\u8be2\ndata2 = xtdata.get_financial_data(\n    stock_list=[\"000001.SZ\"],\n    table_list=[\"Balance\", \"Income\"],\n    start_time=\"20230101\", \n    end_time=\"20240101\",\n    report_type=\"announce_time\"  # \u6309\u62ab\u9732\u65e5\u671f\u67e5\u8be2\n)\n<\/code><\/pre>\n<h2>1.4 \u652f\u6301\u7684\u8d22\u52a1\u62a5\u8868\u7c7b\u578b<\/h2>\n<p>XtQuant\u652f\u6301\u4ee5\u4e0b\u4e3b\u8981\u8d22\u52a1\u62a5\u8868:<\/p>\n<ol>\n<li>Balance &#8211; \u8d44\u4ea7\u8d1f\u503a\u8868<\/li>\n<li>Income &#8211; \u5229\u6da6\u8868<\/li>\n<li>CashFlow &#8211; \u73b0\u91d1\u6d41\u91cf\u8868<\/li>\n<li>Capital &#8211; \u80a1\u672c\u8868<\/li>\n<li>Holdernum &#8211; \u80a1\u4e1c\u6570<\/li>\n<li>Top10holder &#8211; \u5341\u5927\u80a1\u4e1c<\/li>\n<li>Top10flowholder &#8211; \u5341\u5927\u6d41\u901a\u80a1\u4e1c<\/li>\n<li>Pershareindex &#8211; \u6bcf\u80a1\u6307\u6807<\/li>\n<\/ol>\n<p>\u6bcf\u4e2a\u62a5\u8868\u90fd\u5305\u542b\u4e86\u5927\u91cf\u7684\u5b57\u6bb5,\u5177\u4f53\u5b57\u6bb5\u8bf4\u660e\u53ef\u4ee5\u53c2\u8003\u9644\u5f55\u4e2d\u7684\u8d22\u52a1\u6570\u636e\u5b57\u6bb5\u5217\u8868\u3002<\/p>\n<h1>2. \u6ce8\u610f\u4e8b\u9879<\/h1>\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\u8d22\u52a1\u6570\u636e<\/li>\n<li>\u8d22\u52a1\u6570\u636e\u66f4\u65b0\u9891\u7387\u76f8\u5bf9\u8f83\u4f4e,\u5efa\u8bae\u6309\u5b63\u5ea6\u66f4\u65b0\u5373\u53ef<\/li>\n<li>\u4e0b\u8f7d\u6570\u636e\u65f6\u6ce8\u610f\u63a7\u5236\u6279\u91cf\u5927\u5c0f,\u5efa\u8bae\u5355\u6b21\u4e0d\u8d85\u8fc750\u53ea\u80a1\u7968<\/li>\n<li>\u67e5\u8be2\u65f6\u6ce8\u610freport_type\u53c2\u6570\u7684\u8bbe\u7f6e:<br \/>\nreport_time: \u6309\u62a5\u544a\u671f\u67e5\u8be2,\u9002\u5408\u5206\u6790\u67d0\u4e2a\u65f6\u70b9\u7684\u8d22\u52a1\u72b6\u51b5<br \/>\nannounce_time: \u6309\u62ab\u9732\u65e5\u671f\u67e5\u8be2,\u9002\u5408\u505a\u5386\u53f2\u56de\u6d4b<\/li>\n<\/ol>\n<h1>3. \u9644\u5f55\uff1a\u8d22\u52a1\u6570\u636e\u63a5\u53e3<\/h1>\n<h2>3.1 \u83b7\u53d6\u8d22\u52a1\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">get_financial_data(stock_list, table_list=[], start_time='', end_time='', report_type='report_time')\n<\/code><\/pre>\n<ul>\n<li>\u91ca\u4e49\n<ul>\n<li>\u83b7\u53d6\u8d22\u52a1\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<li>\u53c2\u6570\n<ul>\n<li>stock&#95;list &#8211; list \u5408\u7ea6\u4ee3\u7801\u5217\u8868<\/li>\n<li>table&#95;list &#8211; list \u8d22\u52a1\u6570\u636e\u8868\u540d\u79f0\u5217\u8868<\/li>\n<\/ul>\n<p>&#8216;Balance&#8217;          #\u8d44\u4ea7\u8d1f\u503a\u8868<br \/>\n&#8216;Income&#8217;           #\u5229\u6da6\u8868<br \/>\n&#8216;CashFlow&#8217;         #\u73b0\u91d1\u6d41\u91cf\u8868<br \/>\n&#8216;Capital&#8217;          #\u80a1\u672c\u8868<br \/>\n&#8216;Holdernum&#8217;        #\u80a1\u4e1c\u6570<br \/>\n&#8216;Top10holder&#8217;      #\u5341\u5927\u80a1\u4e1c<br \/>\n&#8216;Top10flowholder&#8217;  #\u5341\u5927\u6d41\u901a\u80a1\u4e1c<br \/>\n&#8216;Pershareindex&#8217;    #\u6bcf\u80a1\u6307\u6807<\/p>\n<ul>\n<li>start&#95;time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/li>\n<li>end&#95;time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/li>\n<li>report&#95;type &#8211; string \u62a5\u8868\u7b5b\u9009\u65b9\u5f0f<\/li>\n<\/ul>\n<p>&#8216;report_time&#8217;   #\u622a\u6b62\u65e5\u671f<br \/>\n&#8216;announce_time&#8217; #\u62ab\u9732\u65e5\u671f<\/p>\n<\/li>\n<li>\u8fd4\u56de\n<ul>\n<li>dict \u6570\u636e\u96c6 { stock1 : datas1, stock2 : data2, &#8230; }<\/li>\n<li>stock1, stock2, &#8230; \uff1a\u5408\u7ea6\u4ee3\u7801<\/li>\n<li>datas1, datas2, &#8230; \uff1adict \u6570\u636e\u96c6 { table1 : table&#95;data1, table2 : table&#95;data2, &#8230; }<\/li>\n<li>table1, table2, &#8230; \uff1a\u8d22\u52a1\u6570\u636e\u8868\u540d<\/li>\n<li>table&#95;data1, table&#95;data2, &#8230; \uff1apd.DataFrame \u6570\u636e\u96c6\uff0c\u6570\u636e\u5b57\u6bb5\u8be6\u89c1\u9644\u5f55 &#8211; \u8d22\u52a1\u6570\u636e\u5b57\u6bb5\u5217\u8868<\/li>\n<\/ul>\n<\/li>\n<li>\u5907\u6ce8\n<ul>\n<li>\u65e0<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h2>3.2 \u4e0b\u8f7d\u8d22\u52a1\u6570\u636e<\/h2>\n<pre><code class=\"language-python line-numbers\">download_financial_data(stock_list, table_list=[])\n<\/code><\/pre>\n<ul>\n<li>\u91ca\u4e49\n<ul>\n<li>\u4e0b\u8f7d\u8d22\u52a1\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<li>\u53c2\u6570\n<ul>\n<li>stock&#95;list &#8211; list \u5408\u7ea6\u4ee3\u7801\u5217\u8868<\/li>\n<li>table&#95;list &#8211; list \u8d22\u52a1\u6570\u636e\u8868\u540d\u5217\u8868<\/li>\n<\/ul>\n<\/li>\n<li>\u8fd4\u56de\n<ul>\n<li>\u65e0<\/li>\n<\/ul>\n<\/li>\n<li>\u5907\u6ce8\n<ul>\n<li>\u540c\u6b65\u6267\u884c\uff0c\u8865\u5145\u6570\u636e\u5b8c\u6210\u540e\u8fd4\u56de<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<pre><code class=\"language-python line-numbers\">download_financial_data2(stock_list, table_list=[], start_time='', end_time='', callback=None)\n<\/code><\/pre>\n<ul>\n<li>\u91ca\u4e49\n<ul>\n<li>\u4e0b\u8f7d\u8d22\u52a1\u6570\u636e<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u53c2\u6570<\/p>\n<ul>\n<li>stock&#95;list &#8211; list \u5408\u7ea6\u4ee3\u7801\u5217\u8868<\/li>\n<li>table&#95;list &#8211; list \u8d22\u52a1\u6570\u636e\u8868\u540d\u5217\u8868<\/li>\n<li>start&#95;time &#8211; string \u8d77\u59cb\u65f6\u95f4<\/li>\n<li>end&#95;time &#8211; string \u7ed3\u675f\u65f6\u95f4<\/p>\n<\/li>\n<li>\n<p>\u4ee5m_anntime\u62ab\u9732\u65e5\u671f\u5b57\u6bb5\uff0c\u6309[start_time, end_time]\u8303\u56f4\u7b5b\u9009<\/p>\n<\/li>\n<li>\n<p>callback &#8211; func \u56de\u8c03\u51fd\u6570<\/p>\n<\/li>\n<li>\n<p>\u53c2\u6570\u4e3a\u8fdb\u5ea6\u4fe1\u606fdict<\/p>\n<ul>\n<li>total &#8211; \u603b\u4e0b\u8f7d\u4e2a\u6570<\/li>\n<li>finished &#8211; \u5df2\u5b8c\u6210\u4e2a\u6570<\/li>\n<li>stockcode &#8211; \u672c\u5730\u4e0b\u8f7d\u5b8c\u6210\u7684\u5408\u7ea6\u4ee3\u7801<\/li>\n<li>message &#8211; \u672c\u6b21\u4fe1\u606f<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n<li>\u8fd4\u56de\n<ul>\n<li>\u65e0<\/li>\n<\/ul>\n<\/li>\n<li>\u5907\u6ce8\n<ul>\n<li>\u540c\u6b65\u6267\u884c\uff0c\u8865\u5145\u6570\u636e\u5b8c\u6210\u540e\u8fd4\u56de<\/li>\n<\/ul>\n<\/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 [&hellip;]<\/p>\n","protected":false},"author":1,"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-152","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/152","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\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/comments?post=152"}],"version-history":[{"count":2,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/152\/revisions"}],"predecessor-version":[{"id":155,"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/pages\/152\/revisions\/155"}],"wp:attachment":[{"href":"https:\/\/khsci.com\/khQuant\/wp-json\/wp\/v2\/media?parent=152"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}