{"id":279,"date":"2026-06-14T15:12:15","date_gmt":"2026-06-14T07:12:15","guid":{"rendered":"http:\/\/www.longxiapro.com\/?p=279"},"modified":"2026-06-14T15:12:15","modified_gmt":"2026-06-14T07:12:15","slug":"tushare-financezhongguojinrongshujuchaojiwangguanquanshichangshishi-lishishuju-erkaizengqianglianga","status":"publish","type":"post","link":"https:\/\/www.longxiapro.com\/index.php\/279\/","title":{"rendered":"tushare-finance\u30fb\u4e2d\u56fd\u91d1\u878d\u6570\u636e\u8d85\u7ea7\u7f51\u5173\uff1a\u5168\u5e02\u573a\u5b9e\u65f6 \/ \u5386\u53f2\u6570\u636e + \u4e8c\u5f00\u589e\u5f3a\u91cf\u5316\u4e2d\u53f0"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u6280\u80fd\u603b\u89c8<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>tushare-finance<\/strong> \u662f\u57fa\u4e8e <strong>Tushare Pro<\/strong> \u6df1\u5ea6\u4e8c\u6b21\u5f00\u53d1\u7684<strong>\u4e2d\u56fd\u5168\u91d1\u878d\u5e02\u573a\u6570\u636e\u5f15\u64ce<\/strong>\uff0c\u4e13\u4e3a A \u80a1\u3001\u6e2f\u80a1\u3001\u57fa\u91d1\u3001\u671f\u8d27\u3001\u503a\u5238\u3001\u6307\u6570\u3001\u5b8f\u89c2\u7ecf\u6d4e\u6253\u9020<strong>\u4e00\u7ad9\u5f0f\u3001\u9ad8\u53ef\u7528\u3001\u53ef\u5b9a\u5236<\/strong>\u7684\u6570\u636e\u4e2d\u53f0\u3002\u4e0d\u6b62\u662f\u539f\u751f\u63a5\u53e3\u5c01\u88c5\uff0c\u66f4\u662f<strong>\u9274\u6743\u6258\u7ba1\u3001\u7f13\u5b58\u52a0\u901f\u3001\u6279\u91cf\u62c9\u53d6\u3001\u6e05\u6d17\u6807\u51c6\u5316\u3001\u589e\u91cf\u66f4\u65b0\u3001\u63d2\u4ef6\u5316\u6307\u6807\u3001\u5168\u751f\u6001\u8054\u52a8<\/strong>\u7684\u4f01\u4e1a\u7ea7\u6570\u636e\u670d\u52a1\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8986\u76d6<strong>\u6caa\u6df1 A \u80a1\u3001\u6307\u6570\u3001ETF\u3001\u57fa\u91d1\u3001\u671f\u8d27\u3001\u671f\u6743\u3001\u503a\u5238\u3001\u5916\u6c47\u3001\u5b8f\u89c2 GDP\/CPI\/PMI\u3001\u884c\u4e1a\u8d22\u52a1\u3001\u9f99\u864e\u699c\u3001\u5927\u5b97\u3001\u8206\u60c5<\/strong>\u7b49\u5168\u7ef4\u5ea6\u6570\u636eTushare\uff0c\u539f\u751f\u5bf9\u63a5 OpenClaw\uff0c\u5b9e\u73b0<strong>\u6570\u636e\u62c9\u53d6\u2192\u6e05\u6d17\u2192\u5b58\u50a8\u2192\u5206\u6790\u2192\u53ef\u89c6\u5316\u2192\u63a8\u9001<\/strong>\u5168\u94fe\u8def\u81ea\u52a8\u5316\uff0c\u662f\u91cf\u5316\u4ea4\u6613\u3001\u91d1\u878d\u5206\u6790\u3001\u590d\u76d8\u7814\u7a76\u3001\u98ce\u63a7\u5efa\u6a21\u3001\u91d1\u878d AI \u4e8c\u5f00\u7684\u6838\u5fc3\u5e95\u5ea7Tushare\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u539f\u751f Tushare \u75db\u70b9 &amp; \u4e8c\u5f00\u60ca\u559c\u5347\u7ea7<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e00\uff09\u539f\u751f Tushare \u77ed\u677f<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Token \u7ba1\u7406\u7e41\u7410<\/strong>\uff1a\u624b\u52a8\u914d\u7f6e\u3001\u8fc7\u671f\u91cd\u8bbe\u3001\u591a\u8d26\u53f7\u5207\u6362\u9ebb\u70e6Tushare\u3002<\/li>\n\n\n\n<li><strong>\u8c03\u7528\u96f6\u6563\u788e\u7247\u5316<\/strong>\uff1a\u63a5\u53e3\u591a\u3001\u53c2\u6570\u590d\u6742\u3001\u6279\u91cf\u83b7\u53d6\u9700\u5199\u5faa\u73af\uff0c\u4ee3\u7801\u5197\u4f59Tushare\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u7f13\u5b58 \/ \u9650\u6d41\u5f31<\/strong>\uff1a\u9ad8\u9891\u8bf7\u6c42\u6613\u8d85\u9650\u3001\u91cd\u590d\u62c9\u53d6\u6d6a\u8d39\u6d41\u91cf\u3001\u65e0\u672c\u5730\u7f13\u5b58Tushare\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u9700\u624b\u52a8\u6e05\u6d17<\/strong>\uff1a\u539f\u59cb\u6570\u636e\u810f\u503c\u3001\u7a7a\u503c\u3001\u683c\u5f0f\u4e0d\u7edf\u4e00\uff0c\u4e8c\u6b21\u5904\u7406\u6210\u672c\u9ad8Tushare\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u589e\u91cf \/ \u5b9a\u65f6<\/strong>\uff1a\u5168\u91cf\u62c9\u53d6\u6162\uff0c\u65e0\u6cd5\u5b9a\u65f6\u589e\u91cf\u66f4\u65b0\u3001\u5b9e\u65f6\u8f6e\u8be2\u3002<\/li>\n\n\n\n<li><strong>\u65e0\u6807\u51c6\u5316\u8f93\u51fa<\/strong>\uff1a\u8fd4\u56de DataFrame\uff0c\u5bf9\u63a5 Excel \/ \u6570\u636e\u5e93 \/ \u53ef\u89c6\u5316\u9700\u9002\u914dTushare\u3002<\/li>\n\n\n\n<li><strong>\u751f\u6001\u5b64\u7acb<\/strong>\uff1a\u96be\u5bf9\u63a5\u56fe\u8868\u3001\u722c\u866b\u3001\u98de\u4e66\u3001\u91cf\u5316\u7b56\u7565\u3001\u672c\u5730\u6570\u636e\u5e93\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e8c\uff09\u672c\u5de5\u5177\u30fb\u72ec\u5bb6\u4e8c\u5f00\u60ca\u559c<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u5168\u5c40 Token \u6258\u7ba1 + \u81ea\u52a8\u7eed\u671f<\/strong>\uff1a\u4e00\u6b21\u914d\u7f6e\u3001\u6c38\u4e45\u6709\u6548\uff0c\u591a\u8d26\u53f7\u5207\u6362\u3001\u8fc7\u671f\u81ea\u52a8\u5237\u65b0Tushare\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u6781\u7b80\u7edf\u4e00\u63a5\u53e3<\/strong>\uff1a\u4e00\u884c\u4ee3\u7801\u62ff\u5168\u5e02\u573a\u6570\u636e\uff0c<strong>\u6279\u91cf \/ \u591a\u80a1\u7968 \/ \u591a\u65e5\u671f<\/strong>\u539f\u751f\u652f\u6301\uff0c\u544a\u522b\u5faa\u73afTushare\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u591a\u5c42\u667a\u80fd\u7f13\u5b58<\/strong>\uff1a\u5185\u5b58 + \u672c\u5730\u78c1\u76d8\u7f13\u5b58\uff0c<strong>\u91cd\u590d\u8bf7\u6c42\u96f6\u6d88\u8017<\/strong>\uff0c\u81ea\u52a8\u8fc7\u671f\u6e05\u7406Tushare\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u5168\u81ea\u52a8\u6e05\u6d17\u6807\u51c6\u5316<\/strong>\uff1a\u53bb\u91cd\u3001\u8865\u7a7a\u3001\u683c\u5f0f\u7edf\u4e00\u3001\u5b57\u6bb5\u5bf9\u9f50\u3001\u590d\u6743\u5904\u7406\u3001\u98ce\u9669\u6807\u8bb0Tushare\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u589e\u91cf + \u5b9a\u65f6 + \u5b9e\u65f6\u8f6e\u8be2<\/strong>\uff1a\u6bcf\u65e5 \/ \u6bcf\u5206\u949f\u81ea\u52a8\u66f4\u65b0\uff0c\u53ea\u62c9\u65b0\u589e\u6570\u636e\uff0c<strong>\u6beb\u79d2\u7ea7\u5b9e\u65f6\u884c\u60c5<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u591a\u683c\u5f0f\u8f93\u51fa<\/strong>\uff1aDataFrame\/JSON\/CSV\/Excel\/MySQL\uff0c<strong>\u4e00\u952e\u5165\u5e93\u3001\u76f4\u63a5\u53ef\u89c6\u5316<\/strong>Tushare\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u63d2\u4ef6\u5316\u6307\u6807\u62d3\u5c55<\/strong>\uff1a\u81ea\u5b9a\u4e49\u6280\u672f\u6307\u6807\uff08MACD\/RSI\/BOLL\uff09\u3001\u8d22\u52a1\u6bd4\u7387\u3001\u884c\u4e1a\u56e0\u5b50\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u5168\u751f\u6001\u6df1\u5ea6\u6253\u901a<\/strong>\uff1a\u5bf9\u63a5\u56fe\u8868\u751f\u6210\u3001\u5e02\u573a\u8c03\u7814\u3001\u98de\u4e66\u63a8\u9001\u3001\u91cf\u5316\u56de\u6d4b\u3001\u544a\u8b66\u7cfb\u7edf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u2705 <strong>\u9ad8\u53ef\u7528\u9650\u6d41 + \u91cd\u8bd5<\/strong>\uff1a\u81ea\u52a8\u9650\u901f\u3001\u5931\u8d25\u91cd\u8bd5\u3001\u65ad\u70b9\u7eed\u4f20\uff0c<strong>\u7a33\u5b9a 7\u00d724 \u5c0f\u65f6\u8fd0\u884c<\/strong>Tushare\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u6838\u5fc3\u6570\u636e\u8986\u76d6\uff08\u5168\u5e02\u573a\u65e0\u6b7b\u89d2\uff09<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e00\uff09\u6caa\u6df1 A \u80a1\uff08\u6838\u5fc3\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u57fa\u7840\u4fe1\u606f<\/strong>\uff1a\u80a1\u7968\u5217\u8868\u3001\u4ea4\u6613\u6240\u3001\u884c\u4e1a\u3001\u4e0a\u5e02\u65e5\u671f\u3001\u9000\u5e02\u3001\u66fe\u7528\u540dTushare\u3002<\/li>\n\n\n\n<li><strong>\u884c\u60c5\u6570\u636e<\/strong>\uff1a\u65e5\u7ebf \/ \u5468\u7ebf \/ \u6708\u7ebf\u30011\/5\/15\/30\/60 \u5206\u949f\u3001Tick \u9010\u7b14\u3001\u590d\u6743\u6570\u636eTushare\u3002<\/li>\n\n\n\n<li><strong>\u8d22\u52a1\u6570\u636e<\/strong>\uff1a\u8d44\u4ea7\u8d1f\u503a\u8868\u3001\u5229\u6da6\u8868\u3001\u73b0\u91d1\u6d41\u91cf\u8868\u3001\u4e1a\u7ee9\u9884\u544a\u3001\u5206\u7ea2\u9001\u80a1\u3001ROE \/ \u6bdb\u5229\u7387Tushare\u3002<\/li>\n\n\n\n<li><strong>\u5e02\u573a\u884c\u4e3a<\/strong>\uff1a\u9f99\u864e\u699c\u3001\u5927\u5b97\u4ea4\u6613\u3001\u878d\u8d44\u878d\u5238\u3001\u6da8\u8dcc\u505c\u3001\u505c\u724c\u3001\u65b0\u80a1 IPOTushare\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e8c\uff09\u6307\u6570 \/ ETF \/ \u57fa\u91d1<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0a\u8bc1\u6307\u6570\u3001\u6df1\u6210\u6307\u3001\u6caa\u6df1 300\u3001\u4e2d\u8bc1 500\u3001\u521b\u4e1a\u677f\u3001\u79d1\u521b\u677f\u3001\u884c\u4e1a\u6307\u6570Tushare\u3002<\/li>\n\n\n\n<li>ETF \u57fa\u91d1\u3001LOF\u3001\u8d27\u5e01\u57fa\u91d1\u3001\u503a\u5238\u57fa\u91d1\u3001\u51c0\u503c\u3001\u6301\u4ed3\u3001\u5206\u7ea2\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e09\uff09\u671f\u8d27 \/ \u671f\u6743 \/ \u503a\u5238<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u56fd\u5185\u671f\u8d27\uff08\u4e0a\u671f \/ \u5927\u5546 \/ \u90d1\u5546 \/ \u4e2d\u91d1\uff09\uff1a\u65e5\u7ebf\u3001\u5206\u949f\u3001\u6301\u4ed3\u3001\u4ea4\u5272\u3001\u4e3b\u529b\u5408\u7ea6\u3002<\/li>\n\n\n\n<li>\u56fd\u503a\u3001\u4f01\u4e1a\u503a\u3001\u53ef\u8f6c\u503a\u3001\u56de\u8d2d\u3001\u5229\u7387\u6570\u636e\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u56db\uff09\u5b8f\u89c2 \/ \u884c\u4e1a \/ \u8206\u60c5<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>GDP\u3001CPI\u3001PPI\u3001PMI\u3001M2\u3001\u6c47\u7387\u3001\u5229\u7387\u3001\u8fdb\u51fa\u53e3\u3002<\/li>\n\n\n\n<li>\u7533\u4e07 \/ \u4e2d\u4fe1\u884c\u4e1a\u5206\u7c7b\u3001\u884c\u4e1a\u8d22\u52a1\u3001\u666f\u6c14\u5ea6\u3002<\/li>\n\n\n\n<li>\u8d22\u7ecf\u65b0\u95fb\u3001\u516c\u544a\u3001\u7814\u62a5\u3001\u8206\u60c5\u60c5\u7eea\u3001\u70ed\u641c\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u6838\u5fc3\u529f\u80fd\u6a21\u5757\uff08\u4e8c\u5f00\u589e\u5f3a\u7248\uff09<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e00\uff09\u7edf\u4e00\u9274\u6743\u4e0e\u8fde\u63a5\u6c60<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u591a Token \u7ba1\u7406\u3001\u81ea\u52a8\u8d1f\u8f7d\u5747\u8861\u3001\u8fc7\u671f\u81ea\u52a8\u5237\u65b0\u3001\u8fde\u63a5\u6c60\u590d\u7528Tushare\u3002<\/li>\n\n\n\n<li>\u4e00\u952e\u5207\u6362\u514d\u8d39 \/ Pro \/ \u4f01\u4e1a\u7248\uff0c\u6743\u9650\u81ea\u52a8\u9002\u914dTushare\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e8c\uff09\u6781\u7b80\u6570\u636e\u63a5\u53e3\u5c42\uff08\u6838\u5fc3\u60ca\u559c\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u80a1\u7968\u884c\u60c5<\/strong>\uff1a<code>get_stock_data(ts_code, start, end, freq)<\/code>Tushare\u3002<\/li>\n\n\n\n<li><strong>\u6279\u91cf\u80a1\u7968<\/strong>\uff1a<code>get_batch_stock(codes, start, end)<\/code> \u4e00\u6b21\u591a\u80a1Tushare\u3002<\/li>\n\n\n\n<li><strong>\u8d22\u52a1\u6307\u6807<\/strong>\uff1a<code>get_financial(ts_code, period)<\/code> \u4e09\u5927\u62a5\u8868 + \u6307\u6807Tushare\u3002<\/li>\n\n\n\n<li><strong>\u6307\u6570\u884c\u60c5<\/strong>\uff1a<code>get_index_data(code, start, end)<\/code>Tushare\u3002<\/li>\n\n\n\n<li><strong>\u671f\u8d27\u4e3b\u529b<\/strong>\uff1a<code>get_future_main(exchange)<\/code> \u81ea\u52a8\u5339\u914d\u4e3b\u529b\u5408\u7ea6\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e09\uff09\u667a\u80fd\u7f13\u5b58\u4e0e\u589e\u91cf\u5f15\u64ce<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u672c\u5730\u7f13\u5b58<\/strong>\uff1a\u81ea\u52a8\u7f13\u5b58 30 \u5929\u6570\u636e\uff0c\u91cd\u590d\u8c03\u7528\u4e0d\u8bf7\u6c42 APITushare\u3002<\/li>\n\n\n\n<li><strong>\u589e\u91cf\u66f4\u65b0<\/strong>\uff1a\u6bcf\u65e5\u81ea\u52a8\u62c9\u53d6\u65b0\u589e\u884c\u60c5\u3001\u8d22\u52a1\u3001\u516c\u544a\u3002<\/li>\n\n\n\n<li><strong>\u5b9a\u65f6\u4efb\u52a1<\/strong>\uff1a\u81ea\u5b9a\u4e49\u5468\u671f\uff081min\/5min\/1h\/1d\uff09\u81ea\u52a8\u66f4\u65b0\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u56db\uff09\u6570\u636e\u6e05\u6d17\u4e0e\u6807\u51c6\u5316<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u81ea\u52a8\u53bb\u91cd\u3001\u7a7a\u503c\u586b\u5145\u3001\u5f02\u5e38\u503c\u5254\u9664\u3001\u683c\u5f0f\u7edf\u4e00\u3001\u590d\u6743\u8ba1\u7b97Tushare\u3002<\/li>\n\n\n\n<li>\u7edf\u4e00\u5b57\u6bb5\u547d\u540d\uff1a<code>ts_code,trade_date,open,high,low,close,vol,amount<\/code>Tushare\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e94\uff09\u63d2\u4ef6\u5316\u6307\u6807\u5e93\uff08\u4e8c\u5f00\u6838\u5fc3\uff09<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6280\u672f\u6307\u6807<\/strong>\uff1aMACD\u3001RSI\u3001KDJ\u3001BOLL\u3001\u5747\u7ebf\u3001ATR\u3001OBV\u3002<\/li>\n\n\n\n<li><strong>\u8d22\u52a1\u6307\u6807<\/strong>\uff1aPE\u3001PB\u3001PS\u3001ROE\u3001\u6bdb\u5229\u7387\u3001\u51c0\u5229\u7387\u3001\u8d44\u4ea7\u8d1f\u503a\u7387Tushare\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u5b9a\u4e49\u63d2\u4ef6<\/strong>\uff1a\u652f\u6301 Python \u811a\u672c\u7f16\u5199\u4e13\u5c5e\u56e0\u5b50\u3001\u884c\u4e1a\u6307\u6807\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u516d\uff09\u6279\u91cf\u5bfc\u51fa\u4e0e\u5165\u5e93<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5bfc\u51fa CSV\/Excel\/JSON\uff0c<strong>\u4e00\u952e\u5199\u5165 MySQL\/PostgreSQL\/SQLite<\/strong>Tushare\u3002<\/li>\n\n\n\n<li>\u5206\u5e93\u5206\u8868\u3001\u81ea\u52a8\u5efa\u8868\u3001\u589e\u91cf\u5199\u5165\u3001\u6570\u636e\u5907\u4efdTushare\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u4e03\uff09\u5b9e\u65f6\u76d1\u63a7\u4e0e\u5f02\u52a8\u544a\u8b66<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4ef7\u683c\u5f02\u52a8\u3001\u6da8\u8dcc\u505c\u3001\u653e\u91cf\u3001\u9f99\u864e\u699c\u3001\u5927\u5b97\u3001\u4e1a\u7ee9\u66b4\u589e \/ \u66b4\u96f7\u3002<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u544a\u8b66\u89c4\u5219\uff0c\u63a8\u9001\u98de\u4e66 \/ \u90ae\u4ef6 \/ \u77ed\u4fe1\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">\uff08\u516b\uff09OpenClaw \u5168\u751f\u6001\u8054\u52a8<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u56fe\u8868\u751f\u6210\u5668<\/strong>\uff1aK \u7ebf\u3001\u5206\u65f6\u3001\u67f1\u72b6\u3001\u6298\u7ebf\u3001\u8d22\u52a1\u5bf9\u6bd4\u56fe\u81ea\u52a8\u751f\u6210\u3002<\/li>\n\n\n\n<li><strong>\u5e02\u573a\u8c03\u7814<\/strong>\uff1a\u81ea\u52a8\u62c9\u53d6\u91d1\u878d\u6570\u636e\u505a\u884c\u4e1a \/ \u7ade\u54c1\u8d22\u52a1\u5206\u6790\u3002<\/li>\n\n\n\n<li><strong>\u98de\u4e66\u5305\u88c5\u5668<\/strong>\uff1a\u884c\u60c5\u5f02\u52a8\u3001\u8d22\u62a5\u3001\u6bcf\u65e5\u6536\u76d8\u62a5\u544a\u81ea\u52a8\u63a8\u9001\u3002<\/li>\n\n\n\n<li><strong>\u91cf\u5316\u56de\u6d4b<\/strong>\uff1a\u6570\u636e\u76f4\u8fde\u7b56\u7565\u56de\u6d4b\u3001\u7ee9\u6548\u5206\u6790\u3001\u5b9e\u76d8\u4fe1\u53f7\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5927\u5c4f<\/strong>\uff1a\u5b9e\u65f6\u884c\u60c5\u3001\u6307\u6570\u3001\u8d44\u91d1\u6d41\u5411\u3001\u8d22\u52a1\u6570\u636e\u53ef\u89c6\u5316\u5927\u5c4f\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e94\u3001\u5206\u5c42\u67b6\u6784\uff08\u6df1\u5ea6\u4e8c\u5f00\u9002\u914d\uff09<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u63a5\u5165\u5c42<\/strong>\uff1aToken \u7ba1\u7406\u3001\u8bf7\u6c42\u8def\u7531\u3001\u9650\u6d41\u3001\u91cd\u8bd5\u3001\u8fde\u63a5\u6c60Tushare\u3002<\/li>\n\n\n\n<li><strong>\u7f13\u5b58\u5c42<\/strong>\uff1a\u5185\u5b58\u7f13\u5b58\u3001\u78c1\u76d8\u7f13\u5b58\u3001\u8fc7\u671f\u6e05\u7406\u3001\u589e\u91cf\u6807\u8bb0Tushare\u3002<\/li>\n\n\n\n<li><strong>\u63a5\u53e3\u9002\u914d\u5c42<\/strong>\uff1a\u539f\u751f Tushare \u63a5\u53e3\u5c01\u88c5\u3001\u53c2\u6570\u6807\u51c6\u5316\u3001\u54cd\u5e94\u89e3\u6790Tushare\u3002<\/li>\n\n\n\n<li><strong>\u6e05\u6d17\u6807\u51c6\u5316\u5c42<\/strong>\uff1a\u53bb\u91cd\u3001\u8865\u7a7a\u3001\u683c\u5f0f\u8f6c\u6362\u3001\u590d\u6743\u3001\u6307\u6807\u8ba1\u7b97Tushare\u3002<\/li>\n\n\n\n<li><strong>\u6838\u5fc3\u6570\u636e\u5c42<\/strong>\uff1a\u80a1\u7968\u3001\u6307\u6570\u3001\u57fa\u91d1\u3001\u671f\u8d27\u3001\u8d22\u52a1\u3001\u5b8f\u89c2\u6570\u636e\u670d\u52a1\u3002<\/li>\n\n\n\n<li><strong>\u63d2\u4ef6\u6307\u6807\u5c42<\/strong>\uff1a\u6280\u672f\u6307\u6807\u3001\u8d22\u52a1\u56e0\u5b50\u3001\u81ea\u5b9a\u4e49\u63d2\u4ef6\u5bb9\u5668\u3002<\/li>\n\n\n\n<li><strong>\u5b58\u50a8\u5bfc\u51fa\u5c42<\/strong>\uff1a\u6570\u636e\u5e93\u5199\u5165\u3001\u6587\u4ef6\u5bfc\u51fa\u3001\u5907\u4efd\u3001\u540c\u6b65Tushare\u3002<\/li>\n\n\n\n<li><strong>\u4efb\u52a1\u8c03\u5ea6\u5c42<\/strong>\uff1a\u5b9a\u65f6\u66f4\u65b0\u3001\u589e\u91cf\u62c9\u53d6\u3001\u76d1\u63a7\u544a\u8b66\u3001\u4efb\u52a1\u961f\u5217\u3002<\/li>\n\n\n\n<li><strong>\u751f\u6001\u5bf9\u63a5\u5c42<\/strong>\uff1aOpenClaw \u5168\u7cfb\u5de5\u5177\u3001\u7b2c\u4e09\u65b9\u7cfb\u7edf API\u3001\u53ef\u89c6\u5316\u8f93\u51fa\u3002<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">\u516d\u3001\u6838\u5fc3\u4ee3\u7801\uff08TypeScript\u30fbOpenClaw \u539f\u751f\uff09<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">typescript<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd0\u884c<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import fs from \"fs-extra\";\nimport path from \"path\";\nimport { Skill, Context } from \"openclaw\";\nconst TushareCore = require(\".\/tushare-core\");\nconst CacheManager = require(\".\/cache\");\nconst TaskScheduler = require(\".\/scheduler\");\n\n\/\/ \u5168\u5c40\u914d\u7f6e\nconst TUSHARE_CONFIG = {\n  rootDir: \".\/claw-data\/tushare-finance\",\n  cacheDir: \".\/claw-data\/tushare-finance\/cache\",\n  dataDir: \".\/claw-data\/tushare-finance\/data\",\n  logDir: \".\/claw-data\/tushare-finance\/logs\",\n  token: \"\", \/\/ \u586b\u5165\u4f60\u7684Tushare Token\n  autoRefreshToken: true,\n  cacheDays: 30,\n  rateLimit: 200, \/\/ \u6bcf\u5206\u949f\u8bf7\u6c42\u4e0a\u9650\n  autoClean: true\n};\n\n\/\/ \u521d\u59cb\u5316\nasync function initService() {\n  await fs.ensureDir(TUSHARE_CONFIG.rootDir);\n  await fs.ensureDir(TUSHARE_CONFIG.cacheDir);\n  await fs.ensureDir(TUSHARE_CONFIG.dataDir);\n  await fs.ensureDir(TUSHARE_CONFIG.logDir);\n  TushareCore.init(TUSHARE_CONFIG);\n  CacheManager.init(TUSHARE_CONFIG);\n  TaskScheduler.init(TUSHARE_CONFIG);\n}\n\n\/\/ \u65e5\u5fd7\nfunction writeLog(task: string, target: string, info: string) {\n  const logPath = path.join(TUSHARE_CONFIG.logDir, `${new Date().toLocaleDateString()}.log`);\n  fs.appendFileSync(logPath, `&#91;${new Date().toISOString()}] \u4efb\u52a1:${task} | \u76ee\u6807:${target} | ${info}\\n`);\n}\n\nexport const TushareFinanceSkill: Skill = {\n  name: \"tushare-finance\",\n  description: \"tushare-finance \u4e2d\u56fd\u91d1\u878d\u6570\u636e\u8d85\u7ea7\u7f51\u5173\uff5cA\u80a1\/\u671f\u8d27\/\u57fa\u91d1\/\u8d22\u52a1\/\u5b8f\u89c2\/\u5b9e\u65f6\u884c\u60c5\/\u4e8c\u5f00\u91cf\u5316\u4e2d\u53f0\",\n  patterns: &#91;\n    \"\u80a1\u7968\u884c\u60c5{code}{start}{end}{freq}\",\n    \"\u6279\u91cf\u80a1\u7968{codes}{start}{end}\",\n    \"\u8d22\u52a1\u6570\u636e{code}{period}\",\n    \"\u6307\u6570\u884c\u60c5{code}{start}{end}\",\n    \"\u671f\u8d27\u4e3b\u529b{exchange}\",\n    \"\u5b9a\u65f6\u66f4\u65b0{freq}\",\n    \"\u52a0\u8f7d\u6307\u6807{name}\",\n    \"\u5bfc\u51fa\u6570\u636e{type}{path}\"\n  ],\n  handler: async (ctx: Context) =&gt; {\n    const { match, pattern, reply } = ctx;\n    await initService();\n\n    try {\n      \/\/ \u80a1\u7968\u884c\u60c5\n      if (pattern === \"\u80a1\u7968\u884c\u60c5{code}{start}{end}{freq}\") {\n        reply(`\ud83d\udcc8 \u83b7\u53d6 ${match.code} ${match.freq} \u884c\u60c5:${match.start}-${match.end}`);\n        const df = await TushareCore.getStockData(match.code, match.start, match.end, match.freq);\n        writeLog(\"\u80a1\u7968\u884c\u60c5\", match.code, `\u6570\u636e\u884c\u6570:${df.length}`);\n        return reply(`\u2705 \u884c\u60c5\u83b7\u53d6\u6210\u529f\uff0c\u5171${df.length}\u6761\u6570\u636e`);\n      }\n\n      \/\/ \u6279\u91cf\u80a1\u7968\n      if (pattern === \"\u6279\u91cf\u80a1\u7968{codes}{start}{end}\") {\n        reply(`\ud83d\udcca \u6279\u91cf\u62c9\u53d6\u80a1\u7968:${match.codes}`);\n        const data = await TushareCore.getBatchStock(match.codes.split(\",\"), match.start, match.end);\n        writeLog(\"\u6279\u91cf\u80a1\u7968\", match.codes, \"\u83b7\u53d6\u5b8c\u6210\");\n        return reply(`\u2705 \u6279\u91cf\u6570\u636e\u83b7\u53d6\u6210\u529f`);\n      }\n\n      \/\/ \u8d22\u52a1\u6570\u636e\n      if (pattern === \"\u8d22\u52a1\u6570\u636e{code}{period}\") {\n        reply(`\ud83d\udccb \u83b7\u53d6 ${match.code} \u8d22\u52a1\u6570\u636e:${match.period}`);\n        const fin = await TushareCore.getFinancial(match.code, match.period);\n        writeLog(\"\u8d22\u52a1\u6570\u636e\", match.code, \"\u83b7\u53d6\u5b8c\u6210\");\n        return reply(`\u2705 \u8d22\u52a1\u6570\u636e\u83b7\u53d6\u6210\u529f`);\n      }\n\n      \/\/ \u5b9a\u65f6\u66f4\u65b0\n      if (pattern === \"\u5b9a\u65f6\u66f4\u65b0{freq}\") {\n        reply(`\u23f0 \u5f00\u542f${match.freq}\u81ea\u52a8\u589e\u91cf\u66f4\u65b0`);\n        TaskScheduler.addUpdateTask(match.freq);\n        writeLog(\"\u5b9a\u65f6\u66f4\u65b0\", match.freq, \"\u5df2\u542f\u52a8\");\n        return reply(`\u2705 \u5b9a\u65f6\u66f4\u65b0\u5df2\u5f00\u542f`);\n      }\n\n      \/\/ \u52a0\u8f7d\u6307\u6807\n      if (pattern === \"\u52a0\u8f7d\u6307\u6807{name}\") {\n        reply(`\ud83e\udde9 \u52a0\u8f7d\u6280\u672f\u6307\u6807:${match.name}`);\n        TushareCore.loadIndicator(match.name);\n        writeLog(\"\u6307\u6807\u52a0\u8f7d\", match.name, \"\u6210\u529f\");\n        return reply(`\u2705 \u6307\u6807\u5df2\u542f\u7528`);\n      }\n\n    } catch (e: any) {\n      writeLog(\"\u5f02\u5e38\", match?.code || \"\", e.message);\n      return reply(`\u274c \u5931\u8d25:${e.message}`);\n    }\n\n    return reply(`\ud83d\udca1 \u6307\u4ee4\uff1a\n\u80a1\u7968\u884c\u60c5+\u4ee3\u7801+\u5f00\u59cb+\u7ed3\u675f+\u9891\u7387 | \u6279\u91cf\u80a1\u7968+\u4ee3\u7801(\u9017\u53f7)+\u65f6\u95f4\n\u8d22\u52a1\u6570\u636e+\u4ee3\u7801+\u5b63\u5ea6\/\u5e74\u5ea6 | \u6307\u6570\u884c\u60c5+\u4ee3\u7801+\u65f6\u95f4\n\u671f\u8d27\u4e3b\u529b+\u4ea4\u6613\u6240 | \u5b9a\u65f6\u66f4\u65b0+1min\/5min\/1h\/1d\n\u52a0\u8f7d\u6307\u6807+MACD\/RSI\/BOLL | \u5bfc\u51fa\u6570\u636e+csv\/excel+\u8def\u5f84`);\n  }\n};\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e03\u3001\u5e38\u7528\u6307\u4ee4<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">plaintext<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u884c\u60c5\n\u80a1\u7968\u884c\u60c5 600519.SH 20260101 20260614 daily\n\u80a1\u7968\u884c\u60c5 000001.SZ 20260601 20260614 5min\n\n# \u6279\u91cf\n\u6279\u91cf\u80a1\u7968 600519.SH,000001.SZ,600036.SH 20260101 20260614\n\n# \u8d22\u52a1\n\u8d22\u52a1\u6570\u636e 600519.SH 2026Q1\n\u8d22\u52a1\u6570\u636e 600519.SH 2025\u5e74\u62a5\n\n# \u6307\u6570\/\u671f\u8d27\n\u6307\u6570\u884c\u60c5 000001.SH 20260101 20260614\n\u671f\u8d27\u4e3b\u529b SHFE\n\n# \u4efb\u52a1\/\u6307\u6807\n\u5b9a\u65f6\u66f4\u65b0 1min\n\u52a0\u8f7d\u6307\u6807 MACD\n\u5bfc\u51fa\u6570\u636e csv D:\/finance\/stock_data.csv\n<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u516b\u3001\u843d\u5730\u573a\u666f<\/h3>\n\n\n\n<h3 class=\"wp-block-heading\">\u573a\u666f 1\uff1a\u91cf\u5316\u4ea4\u6613\u6570\u636e\u4e2d\u53f0<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a33\u5b9a\u83b7\u53d6 A \u80a1\u5168\u5e02\u573a\u6570\u636e\uff0c<strong>\u81ea\u52a8\u6e05\u6d17\u3001\u5b9a\u65f6\u66f4\u65b0\u3001\u6307\u6807\u8ba1\u7b97<\/strong>\uff0c\u5bf9\u63a5\u56de\u6d4b \/ 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[],"class_list":["post-279","post","type-post","status-publish","format-standard","hentry","category-mianfeiercikaifalongxiaskill"],"_links":{"self":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/279","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/comments?post=279"}],"version-history":[{"count":1,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/279\/revisions"}],"predecessor-version":[{"id":280,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/posts\/279\/revisions\/280"}],"wp:attachment":[{"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/media?parent=279"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/categories?post=279"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.longxiapro.com\/index.php\/wp-json\/wp\/v2\/tags?post=279"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}