{"id":1982,"date":"2025-03-19T07:52:00","date_gmt":"2025-03-18T23:52:00","guid":{"rendered":"https:\/\/blog.laoyulaoyu.top\/?p=1982"},"modified":"2025-03-01T15:54:07","modified_gmt":"2025-03-01T07:54:07","slug":"python%e5%ae%9e%e6%88%98%e6%95%99%e7%a8%8b%ef%bc%9a%e4%bb%85%e9%9c%805%e6%ad%a5%ef%bc%8c%e5%85%8d%e8%b4%b9%e8%8e%b7%e5%8f%96%e5%ae%9e%e6%97%b6%e6%9c%9f%e6%9d%83%e6%95%b0%e6%8d%ae%ef%bc%8c%e6%8a%95","status":"publish","type":"post","link":"https:\/\/laoyulaoyu.com\/index.php\/2025\/03\/19\/python%e5%ae%9e%e6%88%98%e6%95%99%e7%a8%8b%ef%bc%9a%e4%bb%85%e9%9c%805%e6%ad%a5%ef%bc%8c%e5%85%8d%e8%b4%b9%e8%8e%b7%e5%8f%96%e5%ae%9e%e6%97%b6%e6%9c%9f%e6%9d%83%e6%95%b0%e6%8d%ae%ef%bc%8c%e6%8a%95\/","title":{"rendered":"Python\u5b9e\u6218\u6559\u7a0b\uff1a\u4ec5\u97005\u6b65\uff0c\u514d\u8d39\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\uff0c\u6295\u8d44\u5206\u6790\u4e0d\u6c42\u4eba"},"content":{"rendered":"\n<p>\u4f5c\u8005\uff1a<a href=\"https:\/\/www.laoyulaoyu.com\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8001\u4f59\u635e\u9c7c<\/a><\/p>\n\n\n\n<p><strong><mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-cyan-bluish-gray-color\">\u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002<\/mark><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"900\" height=\"383\" src=\"https:\/\/blog.laoyulaoyu.top\/wp-content\/uploads\/2025\/02\/112801.png\" alt=\"\" class=\"wp-image-1983\" srcset=\"https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2025\/02\/112801.png 900w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2025\/02\/112801-300x128.png 300w, https:\/\/laoyulaoyu.com\/wp-content\/uploads\/2025\/02\/112801-768x327.png 768w\" sizes=\"(max-width: 900px) 100vw, 900px\" \/><\/figure>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<pre class=\"wp-block-verse\"><strong>\u5199\u5728\u524d\u9762\u7684\u8bdd\uff1a<\/strong>\u6709\u4e00\u4e2a\u7528Python\u514d\u8d39\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\u7684\u65b9\u6cd5\uff0c\u7279\u522b\u9002\u5408\u60f3\u81ea\u5df1\u505a\u6295\u8d44\u5206\u6790\u7684\u670b\u53cb\u3002<mark style=\"background-color:rgba(0, 0, 0, 0)\" class=\"has-inline-color has-vivid-cyan-blue-color\">\u672c\u6587\u4f1a\u624b\u628a\u624b\u6559\u4f60\u5982\u4f55\u75285\u6b65\u8f7b\u677e\u641e\u5b9a\u6570\u636e\u6293\u53d6\uff0c\u800c\u4e14\u4e0d\u9700\u8981\u82b1\u4e00\u5206\u94b1<\/mark>\u3002\u5982\u679c\u4f60\u5bf9\u91d1\u878d\u5e02\u573a\u611f\u5174\u8da3\uff0c\u6216\u8005\u60f3\u63d0\u5347\u81ea\u5df1\u7684\u6295\u8d44\u7b56\u7565\uff0c\u8fd9\u7bc7\u6559\u7a0b\u7edd\u5bf9\u503c\u5f97\u4e00\u770b\u3002<\/pre>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u524d\u8a00<\/strong><\/h2>\n\n\n\n<p>\u671f\u6743\u4ea4\u6613\u5bf9\u6295\u8d44\u8005\u6765\u8bf4\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u800c\u83b7\u53d6\u5b9e\u65f6\u7684\u5e02\u573a\u6570\u636e\u81f3\u5173\u91cd\u8981\u3002\u5728\u63a5\u4e0b\u6765\u5c06\u5e26\u5927\u5bb6\u4e00\u8d77\u5b66\u4e60\u5982\u4f55\u7528Python\u514d\u8d39\u4e0b\u8f7d\u5b9e\u65f6\u671f\u6743\u6570\u636e\u3002\u6211\u4eec\u4f1a\u4f7f\u7528\u4e00\u4e2a\u53ebib_insync\u7684Python\u5de5\u5177\uff0c\u5b83\u5e2e\u52a9\u6211\u4ece\u76c8\u900f\u8bc1\u5238\u83b7\u53d6\u5e76\u5206\u6790\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u7684\u671f\u6743\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u4eca\u5929\u6211\u4eec\u4f1a\u6309\u7167\u4e0b\u97625\u4e2a\u7b80\u5355\u7684\u6b65\u9aa4\u64cd\u4f5c\uff0c\u8ba9\u5927\u5bb6\u80fd\u8f7b\u677e\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\uff0c\u4e3a\u6295\u8d44\u51b3\u7b56\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8fdb\u884c\u51c6\u5907\u5de5\u4f5c\uff1b<\/li>\n\n\n\n<li>\u8fde\u63a5\u76c8\u900f\u8bc1\u5238API\uff1b<\/li>\n\n\n\n<li>\u83b7\u53d6\u67d0\u53ea\u80a1\u7968\uff08\u5982\u82f1\u4f1f\u8fbe\uff09\u7684\u5f53\u524d\u5e02\u573a\u4ef7\u683c\uff1b<\/li>\n\n\n\n<li>\u8bf7\u6c42\u671f\u6743\u94fe\u6570\u636e\uff1b<\/li>\n\n\n\n<li>\u83b7\u53d6\u671f\u6743\u5408\u7ea6\u7684\u5e02\u573a\u6570\u636e\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u6b65\u9aa4 1\u3001\u505a\u597d\u51c6\u5907\u5de5\u4f5c<\/strong><\/h2>\n\n\n\n<p>\u5728\u5f00\u59cb\u4e4b\u524d\uff0c\u8bf7\u786e\u4fdd\u60a8\u5177\u5907\u4ee5\u4e0b\u6761\u4ef6\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u76c8\u900f\u8bc1\u5238\uff08<strong>Interactive Brokers<\/strong>\uff09\u8d26\u6237<\/strong>\uff1a\u56fd\u5185\u5bf9\u5916\u6295\u8d44\u7528\u6e2f\u5361+IB\u8fd9\u4e2a\u7ec4\u5408\u7684\u4eba\u4e0d\u4f1a\u5c11\uff0c\u6240\u4ee5\u6211\u9009\u62e9\u8fd9\u4e2a\uff0c\u7136\u540e\u5927\u5bb6\u5b89\u88c5\u76c8\u900f\u8bc1\u5238\u7684\u4ea4\u6613\u8005\u7cfb\u7edf\uff08TWS\uff09\u4ee5\u53ca IB \u7f51\u5173\u3002<\/li>\n\n\n\n<li><strong>Python \u73af\u5883<\/strong>\uff1a\u5df2\u5b89\u88c5 Python\uff0c\u5e76\u786e\u4fdd\u5b89\u88c5\u4e86 <code>ib_insync<\/code> \u5e93\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\u8be5\u5e93\uff1a<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code><code>pip install ib-insync<\/code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u6b65\u9aa4 2\u3001<\/strong>\u8fde\u63a5\u5230\u76c8\u900f\u8bc1\u5238API<\/strong><\/h2>\n\n\n\n<p>\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5efa\u7acb\u4e0e IB \u7684\u8fde\u63a5\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528 <code>ib_insync<\/code> \u5e93\u8fdb\u884c\u8fde\u63a5\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>from ib_insync import *\nimport pandas as pd\n\n# \u542f\u52a8\u5f02\u6b65\u5faa\u73af\uff08\u5728 Jupyter Notebook \u4e2d\u9700\u8981\uff09\nutil.startLoop()\n\n# \u521b\u5efa IB \u5b9e\u4f8b\u5e76\u8fde\u63a5\nib = IB()\nib.connect('127.0.0.1', 7497, clientId=1)\n<\/code><\/code><\/pre>\n\n\n\n<p>\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><code>IB()<\/code>\uff1a\u521b\u5efa\u4e0e IB API \u4ea4\u4e92\u7684\u5b9e\u4f8b\u3002<\/li>\n\n\n\n<li><code>connect()<\/code>\uff1a\u5efa\u7acb\u4e0e IB \u7f51\u5173\u6216 TWS \u7684\u8fde\u63a5\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u6b65\u9aa4 3\u3001 <\/strong>\u83b7\u53d6\u80a1\u7968\u7684\u5f53\u524d\u5e02\u573a\u4ef7\u683c<\/strong><\/h2>\n\n\n\n<p>\u8fde\u63a5\u6210\u529f\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u83b7\u53d6\u76ee\u6807\u80a1\u7968\u7684\u5f53\u524d\u5e02\u573a\u4ef7\u683c\u3002\u4ee5\u4e0b\u4ee5\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff0c\u80a1\u7968\u4ee3\u7801\uff1aNVDA\uff09\u4e3a\u4f8b\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u5b9a\u4e49\u80a1\u7968\u5408\u7ea6\nnvda = Stock('NVDA', 'SMART', 'USD')\n\n# \u9a8c\u8bc1\u5408\u7ea6\nib.qualifyContracts(nvda)\n\n# \u8bf7\u6c42\u5b9e\u65f6\u5e02\u573a\u6570\u636e\nticker = ib.reqMktData(nvda, '', False, False)\n\n# \u7b49\u5f85\u6570\u636e\u63a5\u6536\nib.sleep(2)\n\n# \u83b7\u53d6\u5e02\u573a\u4ef7\u683c\nnvda_price = ticker.marketPrice()\nprint(f'NVIDIA \u5f53\u524d\u5e02\u573a\u4ef7\u683c: {nvda_price}')\n<\/code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u6b65\u9aa4 4<\/strong>\u3001\u83b7\u53d6\u671f\u6743\u94fe\u6570\u636e<\/strong><\/h2>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u83b7\u53d6\u8be5\u80a1\u7968\u7684\u671f\u6743\u94fe\u6570\u636e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code># \u8bf7\u6c42\u671f\u6743\u94fe\nchains = ib.reqSecDefOptParams(nvda.symbol, '', nvda.secType, nvda.conId)\n\n# \u9009\u62e9\u7279\u5b9a\u7684\u671f\u6743\u94fe\uff08\u4f8b\u5982\uff0c\u6700\u8fd1\u7684\u5230\u671f\u65e5\uff09\nchain = next(c for c in chains if c.tradingClass == 'NVDA' and c.exchange == 'SMART')\n\n# \u83b7\u53d6\u884c\u6743\u4ef7\u548c\u5230\u671f\u65e5\u5217\u8868\nexpirations = sorted(exp for exp in chain.expirations)&#91;:3]  # \u6700\u8fd1\u4e09\u4e2a\u5230\u671f\u65e5\nstrikes = &#91;strike for strike in chain.strikes if nvda_price * 0.8 &lt; strike &lt; nvda_price * 1.2]  # \u9644\u8fd1\u7684\u884c\u6743\u4ef7\n<\/code><\/code><\/pre>\n\n\n\n<h2 class=\"wp-block-heading\"><strong><strong>\u6b65\u9aa4 5\u3001<\/strong>\u521b\u5efa\u671f\u6743\u5408\u7ea6\u5e76\u83b7\u53d6\u5e02\u573a\u6570\u636e<\/strong><\/h2>\n\n\n\n<p>\u6839\u636e\u83b7\u53d6\u7684\u884c\u6743\u4ef7\u548c\u5230\u671f\u65e5\uff0c\u521b\u5efa\u671f\u6743\u5408\u7ea6\u5e76\u8bf7\u6c42\u5e02\u573a\u6570\u636e\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code><code>contracts = &#91;]\nfor expiration in expirations:\n    for strike in strikes:\n        for right in &#91;'C', 'P']:  # 'C' \u4ee3\u8868\u770b\u6da8\u671f\u6743\uff0c'P' \u4ee3\u8868\u770b\u8dcc\u671f\u6743\n            contract = Option('NVDA', expiration, strike, right, 'SMART')\n            contracts.append(contract)\n\n# \u9a8c\u8bc1\u5408\u7ea6\ncontracts = ib.qualifyContracts(*contracts)\n\n# \u8bf7\u6c42\u5e02\u573a\u6570\u636e\ntickers = ib.reqMktData(contracts, '', False, False)\n\n# \u7b49\u5f85\u6570\u636e\u63a5\u6536\nib.sleep(2)\n\n# \u5c06\u6570\u636e\u6574\u7406\u5230 DataFrame \u4e2d\ndata = &#91;]\nfor ticker in tickers:\n    if ticker.marketPrice() is not None:\n        data.append(&#91;\n            ticker.contract.localSymbol,\n            ticker.contract.right,\n            ticker.contract.strike,\n            ticker.contract.lastTradeDateOrContractMonth,\n            ticker.marketPrice(),\n            ticker.bid,\n            ticker.ask,\n            ticker.volume\n        ])\n\ndf = pd.DataFrame(data, columns=&#91;'\u5408\u7ea6\u7b26\u53f7', '\u7c7b\u578b', '\u884c\u6743\u4ef7', '\u5230\u671f\u65e5', '\u5e02\u573a\u4ef7\u683c', '\u4e70\u4ef7', '\u5356\u4ef7', '\u6210\u4ea4\u91cf'])\nprint(df)\n<\/code><\/code><\/pre>\n\n\n\n<p>\u53ea\u9700\u4e94\u6b65\uff0c\u6211\u4eec\u5c31\u5b8c\u6210\u4e86\u8fde\u63a5\u76c8\u900f\u8bc1\u5238\u3001\u7b5b\u9009\u82f1\u4f1f\u8fbe\u7684\u671f\u6743\u94fe\u3001\u521b\u5efa\u7279\u5b9a\u5408\u7ea6\uff0c\u5e76\u83b7\u53d6\u5b9e\u65f6\u7684\u5e02\u573a\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e2a\u8fc7\u7a0b\u4e0d\u4ec5\u5b8c\u5168\u514d\u8d39\uff0c\u800c\u4e14\u9ad8\u5ea6\u7075\u6d3b\uff0c\u4f60\u53ef\u4ee5\u7528\u5b83\u6765\u5206\u6790\u76c8\u900f\u8bc1\u5238\u652f\u6301\u7684\u4efb\u610f\u80a1\u7968\u7684\u671f\u6743\u6570\u636e\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u89c2\u70b9\u603b\u7ed3<\/strong><\/h2>\n\n\n\n<p>\u672c\u6587\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u7528Python\u514d\u8d39\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\uff0c\u9002\u5408\u5bf9\u91d1\u878d\u5e02\u573a\u611f\u5174\u8da3\u6216\u5e0c\u671b\u81ea\u4e3b\u8fdb\u884c\u6295\u8d44\u5206\u6790\u7684\u7528\u6237\u3002\u901a\u8fc7\u6e05\u6670\u7684\u6b65\u9aa4\u548c\u4ee3\u7801\u793a\u4f8b\uff0c\u5e2e\u52a9\u4f60\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u6293\u53d6\uff0c\u65e0\u9700\u989d\u5916\u6210\u672c\u3002<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u514d\u8d39\u5de5\u5177<\/strong>\uff1a\u4ecb\u7ecd\u5982\u4f55\u5229\u7528Python\u548c\u514d\u8d39API\uff08\u5982yfinance\uff09\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\uff0c\u65e0\u9700\u652f\u4ed8\u9ad8\u6602\u8d39\u7528\u3002<\/li>\n\n\n\n<li><strong>\u8be6\u7ec6\u6b65\u9aa4<\/strong>\uff1a\u4ece\u5b89\u88c5Python\u5e93\u5230\u7f16\u5199\u4ee3\u7801\uff0c\u518d\u5230\u6570\u636e\u6293\u53d6\u548c\u4fdd\u5b58\uff0c\u6bcf\u4e00\u6b65\u90fd\u6e05\u6670\u6613\u61c2\u3002<\/li>\n\n\n\n<li><strong>\u4ee3\u7801\u793a\u4f8b<\/strong>\uff1a\u63d0\u4f9b\u5b8c\u6574\u7684Python\u4ee3\u7801\u7247\u6bb5\uff0c\u8bfb\u8005\u53ef\u4ee5\u76f4\u63a5\u590d\u5236\u5e76\u8fd0\u884c\uff0c\u5feb\u901f\u5b9e\u73b0\u6570\u636e\u6293\u53d6\u3002<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5e94\u7528<\/strong>\uff1a\u6293\u53d6\u7684\u671f\u6743\u6570\u636e\u53ef\u7528\u4e8e\u6295\u8d44\u5206\u6790\u3001\u7b56\u7565\u56de\u6d4b\u548c\u98ce\u9669\u7ba1\u7406\uff0c\u5e2e\u52a9\u7528\u6237\u505a\u51fa\u66f4\u7cbe\u51c6\u7684\u51b3\u7b56\u3002<\/li>\n\n\n\n<li><strong>\u9002\u5408\u4eba\u7fa4<\/strong>\uff1a\u65e0\u8bba\u662f\u91d1\u878d\u4ece\u4e1a\u8005\u3001\u6295\u8d44\u7231\u597d\u8005\uff0c\u8fd8\u662f\u7f16\u7a0b\u521d\u5b66\u8005\uff0c\u90fd\u80fd\u4ece\u4e2d\u53d7\u76ca\uff0c\u64cd\u4f5c\u95e8\u69db\u4f4e\uff0c\u5b9e\u7528\u6027\u5f3a\u3002<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n\n\n\n<p><em>\u611f\u8c22\u60a8\u9605\u8bfb\u5230\u6700\u540e\uff0c\u5e0c\u671b\u8fd9\u7bc7\u6587\u7ae0\u4e3a\u60a8\u5e26\u6765\u4e86\u65b0\u7684\u542f\u53d1\u548c\u5b9e\u7528\u7684\u77e5\u8bc6\uff01\u5982\u679c\u89c9\u5f97\u6709\u5e2e\u52a9\uff0c\u8bf7\u4e0d\u541d\u70b9\u8d5e\u548c\u5206\u4eab\uff0c\u60a8\u7684\u652f\u6301\u662f\u6211\u6301\u7eed\u521b\u4f5c\u7684\u52a8\u529b\u3002\u795d\u60a8\u6295\u8d44\u987a\u5229\uff0c\u6536\u76ca\u957f\u8679\uff01\u5982\u679c\u5bf9\u6587\u4e2d\u5185\u5bb9\u6709\u4efb\u4f55\u7591\u95ee\uff0c\u6b22\u8fce\u7559\u8a00\uff0c\u6211\u4f1a\u5c3d\u5feb\u56de\u590d\uff01<\/em><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\" id=\"a1c6\">\u672c\u6587\u5185\u5bb9\u4ec5\u9650\u6280\u672f\u63a2\u8ba8\u548c\u5b66\u4e60\uff0c\u4e0d\u6784\u6210\u4efb\u4f55\u6295\u8d44\u5efa\u8bae\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1a\u8001\u4f59\u635e\u9c7c \u539f\u521b\u4e0d\u6613\uff0c\u8f6c\u8f7d\u8bf7\u6807\u660e\u51fa\u5904\u53ca\u539f\u4f5c\u8005\u3002&#8230;<\/p>\n<div class=\"more-link-wrapper\"><a class=\"more-link\" href=\"https:\/\/laoyulaoyu.com\/index.php\/2025\/03\/19\/python%e5%ae%9e%e6%88%98%e6%95%99%e7%a8%8b%ef%bc%9a%e4%bb%85%e9%9c%805%e6%ad%a5%ef%bc%8c%e5%85%8d%e8%b4%b9%e8%8e%b7%e5%8f%96%e5%ae%9e%e6%97%b6%e6%9c%9f%e6%9d%83%e6%95%b0%e6%8d%ae%ef%bc%8c%e6%8a%95\/\">Continue reading<span class=\"screen-reader-text\">Python\u5b9e\u6218\u6559\u7a0b\uff1a\u4ec5\u97005\u6b65\uff0c\u514d\u8d39\u83b7\u53d6\u5b9e\u65f6\u671f\u6743\u6570\u636e\uff0c\u6295\u8d44\u5206\u6790\u4e0d\u6c42\u4eba<\/span><\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[5,14],"class_list":["post-1982","post","type-post","status-publish","format-standard","hentry","category-aiinvest","tag-ai","tag-14","entry"],"_links":{"self":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/1982","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/comments?post=1982"}],"version-history":[{"count":3,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/1982\/revisions"}],"predecessor-version":[{"id":1987,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/posts\/1982\/revisions\/1987"}],"wp:attachment":[{"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/media?parent=1982"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/categories?post=1982"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/laoyulaoyu.com\/index.php\/wp-json\/wp\/v2\/tags?post=1982"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}