{"id":1653,"date":"2024-07-17T03:22:29","date_gmt":"2024-07-16T19:22:29","guid":{"rendered":"https:\/\/shop.algoforest.com\/?p=1653"},"modified":"2025-07-16T12:00:50","modified_gmt":"2025-07-16T04:00:50","slug":"python-trading-guide","status":"publish","type":"post","link":"https:\/\/shop.algoforest.com\/zh\/python-trading-guide\/","title":{"rendered":"Python \u4ea4\u6613\uff1a\u91d1\u878d\u5e02\u5834\u6f14\u7b97\u6cd5\u6210\u529f\u7684\u7d9c\u5408\u6307\u5357"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">\u4e86\u89e3 Python \u5982\u4f55\u5229\u7528\u5176\u9ad8\u6548\u7684\u5de5\u5177\u548c\u51fd\u5f0f\u5eab\u9032\u884c\u4ea4\u6613\u3002\u5b78\u7fd2 Python \u4ea4\u6613\u7684\u95dc\u9375\u6982\u5ff5\u3001\u7b56\u7565\u548c\u61c9\u7528\uff0c\u4ee5\u63d0\u9ad8\u60a8\u7684\u6f14\u7b97\u6cd5\u4ea4\u6613\u6548\u80fd\u3002<\/span><\/p>\n<h2><b>Introduction to Python Trading<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Python trading refers to the use of the Python programming language to develop, test, and execute trading algorithms in financial markets. Python is widely embraced due to its simplicity, extensive libraries, and compatibility with financial data tools.<\/span><\/p>\n<p><img fetchpriority=\"high\" decoding=\"async\" class=\"alignnone  wp-image-2626\" src=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-300x185.jpeg\" alt=\"GITEX DIBAI\" width=\"752\" height=\"464\" srcset=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-300x185.jpeg 300w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-1024x630.jpeg 1024w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-1536x945.jpeg 1536w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-18x12.jpeg 18w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/GITEX-GLOBAL-2024-600x369.jpeg 600w\" sizes=\"(max-width: 752px) 100vw, 752px\" \/><\/p>\n<p>\u96a8\u8457 <strong data-start=\"688\" data-end=\"777\">UAE, particularly Dubai and Abu Dhabi, becoming global centers for fintech innovation<\/strong>, Python-based algorithmic trading has seen growing interest among traders seeking advanced, automated trading solutions.<\/p>\n<h3><b>\u70ba\u4ec0\u9ebc\u9078\u64c7Python\uff1f<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u7684\u8a9e\u6cd5\u6613\u65bc\u5b78\u7fd2\uff0c\u9069\u5408\u521d\u5b78\u8005\u548c\u5c08\u696d\u4eba\u58eb\u4f7f\u7528\u3002\u501f\u52a9 Pandas \u548c NumPy \u7b49\u8c50\u5bcc\u7684\u51fd\u5f0f\u5eab\uff0cPython \u7c21\u5316\u4e86\u8cc7\u6599\u5206\u6790\u548c\u8996\u89ba\u5316\u3002<\/span><\/p>\n<h3><b>Python \u5728\u6f14\u7b97\u6cd5\u4ea4\u6613\u4e2d\u7684\u4f5c\u7528<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u8b93\u4ea4\u6613\u8005\u81ea\u52d5\u5316\u7b56\u7565\u3001\u5206\u6790\u6b77\u53f2\u8cc7\u6599\u4e26\u7cbe\u78ba\u3001\u5feb\u901f\u5730\u57f7\u884c\u4ea4\u6613\uff0c\u5f9e\u800c\u6e1b\u5c11\u4eba\u70ba\u932f\u8aa4\u4e26\u63d0\u9ad8\u6548\u7387\u3002<\/span><\/p>\n<p><img decoding=\"async\" class=\"alignnone wp-image-1657 size-full\" src=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Benefits-of-Python-Trading.png\" alt=\"Benefits of Python Trading\" width=\"633\" height=\"418\" srcset=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Benefits-of-Python-Trading.png 633w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Benefits-of-Python-Trading-300x198.png 300w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Benefits-of-Python-Trading-600x396.png 600w\" sizes=\"(max-width: 633px) 100vw, 633px\" \/><\/p>\n<h2><b>Python \u4ea4\u6613\u7684\u597d\u8655<\/b><\/h2>\n<h3><b>\u9748\u6d3b\u6027\u548c\u53ef\u64f4\u5c55\u6027<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u53ef\u4ee5\u8655\u7406\u5404\u7a2e\u4ea4\u6613\u5de5\u5177\uff0c\u5305\u62ec\u80a1\u7968\u3001\u5916\u532f\u548c\u52a0\u5bc6\u8ca8\u5e63\uff0c\u4e26\u4e14\u53ef\u91dd\u5c0d\u9ad8\u983b\u4ea4\u6613\u64cd\u4f5c\u9032\u884c\u64f4\u5c55\u3002<\/span><\/p>\n<h3><b>\u5ee3\u6cdb\u7684\u5eab\u548c\u6846\u67b6<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u6d41\u884c\u7684 Python \u5eab\uff0c\u4f8b\u5982\uff1a<\/span><\/p>\n<ul>\n<li><b> <\/b><b>\u8c93\u718a<\/b><span style=\"font-weight: 400;\">\uff1a\u7528\u65bc\u8cc7\u6599\u64cd\u4f5c\u3002<\/span><\/li>\n<li><b> <\/b><b>\u6578\u503c\u6a21\u64ec<\/b><span style=\"font-weight: 400;\">\uff1a\u7528\u65bc\u6578\u503c\u5206\u6790\u3002<\/span><\/li>\n<li><b> <\/b><b>Matplotlib \u548c Seaborn<\/b><span style=\"font-weight: 400;\">\uff1a\u7528\u65bc\u6578\u64da\u53ef\u8996\u5316\u3002<\/span><\/li>\n<li><b> <\/b><b>\u53cd\u5411\u4ea4\u6613\u8005<\/b><span style=\"font-weight: 400;\">\uff1a\u7528\u65bc\u56de\u6e2c\u4ea4\u6613\u7b56\u7565\u3002<\/span><\/li>\n<li><b> <\/b><b>TA\u5eab<\/b><span style=\"font-weight: 400;\">\uff1a\u7528\u65bc\u6280\u8853\u5206\u6790\u3002<\/span><\/li>\n<\/ul>\n<h3><strong>\u793e\u5340\u652f\u6301<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u64c1\u6709\u9f90\u5927\u7684\u5168\u7403\u793e\u5340\uff0c\u78ba\u4fdd\u70ba\u958b\u767c\u4eba\u54e1\u63d0\u4f9b\u8c50\u5bcc\u7684\u8cc7\u6e90\u3001\u6559\u5b78\u548c\u652f\u63f4\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\"><img decoding=\"async\" class=\"alignnone wp-image-1660 size-full\" src=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/How-Python-Trading-Powers-Algorithmic-Trading.png\" alt=\"How Python Trading Powers Algorithmic Trading\" width=\"633\" height=\"353\" srcset=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/How-Python-Trading-Powers-Algorithmic-Trading.png 633w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/How-Python-Trading-Powers-Algorithmic-Trading-300x167.png 300w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/How-Python-Trading-Powers-Algorithmic-Trading-600x335.png 600w\" sizes=\"(max-width: 633px) 100vw, 633px\" \/><\/span><\/p>\n<h2><b>Python \u4ea4\u6613\u5982\u4f55\u589e\u5f37\u6f14\u7b97\u6cd5\u4ea4\u6613\uff1f<\/b><\/h2>\n<h3><strong>\u8cc7\u6599\u6536\u96c6\u8207\u5206\u6790<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u53ef\u4ee5\u64f7\u53d6\u548c\u8655\u7406\u4f86\u81ea API\u3001\u91d1\u878d\u7db2\u7ad9\u548c CSV \u6a94\u6848\u7684\u5927\u578b\u8cc7\u6599\u96c6\u3002\u4f8b\u5982\uff0c\u4f7f\u7528 Alpha Vantage \u6216 Yahoo Finance \u7b49 API \u4f86\u5b58\u53d6\u6b77\u53f2\u548c\u5373\u6642\u8cc7\u6599\u3002<\/span><\/p>\n<h3><strong>\u56de\u6e2c\u4ea4\u6613\u7b56\u7565<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Backtrader \u7b49 Python \u5de5\u5177\u4f7f\u4ea4\u6613\u8005\u80fd\u5920\u6839\u64da\u6b77\u53f2\u8cc7\u6599\u6e2c\u8a66\u7b56\u7565\u4ee5\u8a55\u4f30\u5176\u8868\u73fe\u3002\u590f\u666e\u6bd4\u7387\u3001\u56de\u64a4\u548c CAGR\uff08\u8907\u5408\u5e74\u589e\u9577\u7387\uff09\u7b49\u95dc\u9375\u6307\u6a19\u3002<\/span><\/p>\n<h3><b>\u5373\u6642\u57f7\u884c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u53ef\u4ee5\u8207 Interactive Brokers \u6216 Alpaca \u7b49\u7d93\u7d00 API \u6574\u5408\u4ee5\u9032\u884c\u5373\u6642\u4ea4\u6613\u3002\u9019\u78ba\u4fdd\u4e86\u4ea4\u6613\u6309\u7167\u9810\u5148\u5b9a\u7fa9\u7684\u689d\u4ef6\u57f7\u884c\uff0c\u4f8b\u5982\u50f9\u683c\u95be\u503c\u6216\u6280\u8853\u6307\u6a19\u3002<\/span><\/p>\n<h3><b>\u98a8\u96aa\u7ba1\u7406\u548c\u6700\u4f73\u5316<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python\u6f14\u7b97\u6cd5\u5e6b\u52a9\u4ea4\u6613\u8005\u5be6\u73fe\u98a8\u96aa\u63a7\u5236\uff0c\u4f8b\u5982\u505c\u640d\u55ae\u3001\u6295\u8cc7\u7d44\u5408\u591a\u5143\u5316\u548c\u52d5\u614b\u518d\u5e73\u8861\u3002<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-1662 size-full\" src=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Python-Trading-Strategies.png\" alt=\"Python Trading Strategies\" width=\"634\" height=\"421\" srcset=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Python-Trading-Strategies.png 634w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Python-Trading-Strategies-300x199.png 300w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2025\/01\/Python-Trading-Strategies-600x398.png 600w\" sizes=\"(max-width: 634px) 100vw, 634px\" \/><\/p>\n<h2><strong>Python \u4ea4\u6613\u7b56\u7565<\/strong><\/h2>\n<h3><b>\u5747\u503c\u56de\u6b78<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5047\u8a2d\u50f9\u683c\u5c07\u6062\u5fa9\u5230\u5e73\u5747\u503c\u3002 Python \u6f14\u7b97\u6cd5\u4f7f\u7528 RSI \u6216\u5e03\u6797\u7dda\u7b49\u6307\u6a19\u4f86\u8b58\u5225\u8d85\u8cb7\u6216\u8d85\u8ce3\u72c0\u6cc1\u3002<\/span><\/p>\n<h3><b>\u52d5\u91cf\u4ea4\u6613<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Focuses on trends, where Python identifies assets with strong upward or downward momentum based on moving averages or MACD.<\/span><\/p>\n<h3><strong>\u5957\u5229<\/strong><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u53ef\u4ee5\u5373\u6642\u6383\u63cf\u591a\u500b\u4ea4\u6613\u6240\u7684\u50f9\u683c\u5dee\u7570\uff0c\u57f7\u884c\u8cb7\u8ce3\u8a02\u55ae\u4ee5\u5229\u7528\u5dee\u7570\u3002<\/span><\/p>\n<h3><b>\u9ad8\u983b\u4ea4\u6613 (HFT)<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Python \u8173\u672c\u5229\u7528\u5e02\u5834\u6548\u7387\u4f4e\u4e0b\u7684\u60c5\u6cc1\uff0c\u5728\u4e0d\u5230\u4e00\u79d2\u7684\u6642\u9593\u5167\u57f7\u884c\u5927\u91cf\u4ea4\u6613\u3002<\/span><\/p>\n<h2><strong>\u5982\u4f55\u958b\u59cbPython\u4ea4\u6613<\/strong><\/h2>\n<h3><b>\u7b2c 1 \u6b65\uff1a\u5b78\u7fd2 Python \u7a0b\u5f0f\u8a2d\u8a08\u57fa\u790e\u77e5\u8b58<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u719f\u6089 Python \u8a9e\u6cd5\u3001\u51fd\u5f0f\u5eab\u548c IDE\uff08\u4f8b\u5982 Jupyter Notebook \u6216 VS Code\uff09\u3002<\/span><\/p>\n<h3><b>\u7b2c\u4e8c\u6b65\uff1a\u4e86\u89e3\u91d1\u878d\u5e02\u5834<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u7372\u53d6\u5e02\u5834\u7d50\u69cb\u3001\u4ea4\u6613\u5de5\u5177\u548c\u6280\u8853\u5206\u6790\u7684\u77e5\u8b58\u3002<\/span><\/p>\n<h3><b>\u7b2c 3 \u6b65\uff1a\u5efa\u69cb\u4e26\u56de\u6e2c\u7b56\u7565<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u4f7f\u7528\u6b77\u53f2\u6578\u64da\u5236\u5b9a\u4ea4\u6613\u7b56\u7565\u4e26\u900f\u904e\u56de\u6e2c\u5de5\u5177\u9a57\u8b49\u5176\u6709\u6548\u6027\u3002<\/span><\/p>\n<h3><b>\u7b2c 4 \u6b65\uff1a\u8207\u7d93\u7d00 API \u96c6\u6210<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u8207\u7d93\u7d00\u5546\u5efa\u7acb API \u9023\u7dda\u4ee5\u57f7\u884c\u5373\u6642\u4ea4\u6613\u3002\u53d7\u6b61\u8fce\u7684 API \u5305\u62ec Alpaca\u3001Interactive Brokers \u548c Binance\u3002<\/span><\/p>\n<p><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<h2><b>Python \u4ea4\u6613\u7684\u6311\u6230\u8207\u5c40\u9650\u6027<\/b><\/h2>\n<h3><b>\u5e02\u5834\u6ce2\u52d5<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u4e0d\u53ef\u9810\u6e2c\u7684\u5e02\u5834\u8d70\u52e2\u751a\u81f3\u6703\u64fe\u4e82\u6700\u8907\u96dc\u7684\u6f14\u7b97\u6cd5\u3002<\/span><\/p>\n<h3><b>\u904e\u64ec\u5408<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5728\u56de\u6e2c\u904e\u7a0b\u4e2d\u904e\u5ea6\u4f9d\u8cf4\u6b77\u53f2\u6578\u64da\u53ef\u80fd\u6703\u5c0e\u81f4\u73fe\u5be6\u4e16\u754c\u7684\u8868\u73fe\u4e0d\u4f73\u3002<\/span><\/p>\n<h3><b>\u6280\u8853\u77e5\u8b58<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u958b\u767c Python \u4ea4\u6613\u7cfb\u7d71\u9700\u8981\u7a0b\u5f0f\u8a2d\u8a08\u6280\u80fd\u548c\u5c0d\u6f14\u7b97\u6cd5\u7684\u7406\u89e3\u3002<\/span><\/p>\n<h3><b>\u57fa\u790e\u8a2d\u65bd\u6210\u672c<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">\u5c0d\u65bc\u500b\u4eba\u4ea4\u6613\u8005\u4f86\u8aaa\uff0c\u7dad\u8b77\u4f3a\u670d\u5668\u548c\u8cc7\u6599\u8a02\u95b1\u7684\u6210\u672c\u53ef\u80fd\u5f88\u9ad8\u3002<\/span><\/p>\n<h2><strong>\u963f\u806f\u914b\u7684\u963f\u723e\u6208\u68ee\u6797<\/strong><\/h2>\n<p data-start=\"3643\" data-end=\"3867\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone  wp-image-2627\" src=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-300x225.jpg\" alt=\"Algo Forest at ADIO\" width=\"643\" height=\"482\" srcset=\"https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-300x225.jpg 300w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-1024x768.jpg 1024w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-768x576.jpg 768w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-1536x1152.jpg 1536w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-2048x1536.jpg 2048w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-16x12.jpg 16w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-600x450.jpg 600w, https:\/\/shop.algoforest.com\/wp-content\/uploads\/2024\/10\/Image-scaled.jpg 2560w\" sizes=\"(max-width: 643px) 100vw, 643px\" \/><\/p>\n<p data-start=\"3643\" data-end=\"3867\">\u4f5c\u70ba\u6211\u5011\u5411\u963f\u806f\u914b\u5730\u5340\u64f4\u5f35\u7684\u4e00\u90e8\u5206\uff0cAlgo Forest \u5f88\u69ae\u5e78\u53d7\u5230\u963f\u5e03\u9054\u6bd4\u6295\u8cc7\u8fa6\u516c\u5ba4 (ADIO) \u7684\u9080\u8acb\uff0c\u9019\u662f\u4e00\u500b\u91cc\u7a0b\u7891\uff0c\u53cd\u6620\u4e86\u6211\u5011\u4f5c\u70ba\u4eba\u5de5\u667a\u6167\u548c\u91d1\u878d\u79d1\u6280\u9818\u57df\u4e0d\u65b7\u58ef\u5927\u7684\u529b\u91cf\u6240\u767c\u63ee\u7684\u4f5c\u7528\u3002<\/p>\n<p data-start=\"3869\" data-end=\"4198\">\u6211\u5011\u4e5f\u5f88\u9ad8\u8208\u5730\u5ba3\u5e03\uff0c\u6211\u5011\u5c07\u53c3\u52a0 2024 \u5e74 10 \u6708 14 \u65e5\u81f3 18 \u65e5\u5728\u675c\u62dc\u4e16\u754c\u8cbf\u6613\u4e2d\u5fc3\u8209\u884c\u7684 GITEX Global 2024\u3002\u6211\u5011\u7684\u5718\u968a\u5c07\u5728\u73fe\u5834\u5c55\u793a Python \u9a45\u52d5\u7684\u6f14\u7b97\u6cd5\u4ea4\u6613\u7cfb\u7d71\u7684\u5f37\u5927\u529f\u80fd\uff0c\u4e26\u5c55\u793a\u81ea\u52d5\u5316\u5982\u4f55\u5851\u9020\u91d1\u878d\u5e02\u5834\u7684\u672a\u4f86\u3002<\/p>\n<p data-start=\"4200\" data-end=\"4367\">\u9019\u9805\u6d3b\u52d5\u652f\u6301\u4e86\u6211\u5011\u66f4\u5ee3\u6cdb\u7684\u4f7f\u547d\uff0c\u8b93\u963f\u806f\u914b\u7684\u6bcf\u500b\u4eba\u90fd\u53ef\u4ee5\u9032\u884c\u6f14\u7b97\u6cd5\u4ea4\u6613\uff0c\u7121\u8ad6\u60a8\u662f\u96f6\u552e\u4ea4\u6613\u8005\u9084\u662f\u6a5f\u69cb\u6295\u8cc7\u8005\u3002<\/p>\n<h2><strong>\u6700\u5f8c\u7684\u60f3\u6cd5<\/strong><\/h2>\n<p data-start=\"4413\" data-end=\"4549\">\u7121\u8ad6\u60a8\u662f\u5728\u675c\u62dc\u3001\u963f\u5e03\u9054\u6bd4\u9084\u662f\u963f\u806f\u914b\u7684\u4efb\u4f55\u5730\u65b9\uff0cPython 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Introduction to Python Trading Python trading refers to the use of the Python programming language to develop, test, and execute trading algorithms in financial markets. Python is widely embraced [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1654,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[61],"tags":[71,68,63,62],"post_folder":[],"class_list":["post-1653","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-algorithmic-trading-knowledge","tag-basics","tag-guides","tag-trade-with-ai","tag-trading-strategy"],"acf":[],"_links":{"self":[{"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/posts\/1653","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/comments?post=1653"}],"version-history":[{"count":9,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/posts\/1653\/revisions"}],"predecessor-version":[{"id":2636,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/posts\/1653\/revisions\/2636"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/media\/1654"}],"wp:attachment":[{"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/media?parent=1653"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/categories?post=1653"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/tags?post=1653"},{"taxonomy":"post_folder","embeddable":true,"href":"https:\/\/shop.algoforest.com\/zh\/wp-json\/wp\/v2\/post_folder?post=1653"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}