{"id":993701,"date":"2024-12-27T08:48:14","date_gmt":"2024-12-27T00:48:14","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/993701.html"},"modified":"2024-12-27T08:48:16","modified_gmt":"2024-12-27T00:48:16","slug":"python%e7%a6%bb%e7%ba%bf%e5%a6%82%e4%bd%95%e5%ae%89%e8%a3%85panda","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/993701.html","title":{"rendered":"python\u79bb\u7ebf\u5982\u4f55\u5b89\u88c5Panda"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25071003\/c6617884-fd4e-459f-86c8-4aab4e2df85a.webp\" alt=\"python\u79bb\u7ebf\u5982\u4f55\u5b89\u88c5Panda\" \/><\/p>\n<p><p> <strong>Python\u79bb\u7ebf\u5b89\u88c5Pandas\u53ef\u4ee5\u901a\u8fc7\u4e0b\u8f7dPandas\u7684\u79bb\u7ebf\u5b89\u88c5\u5305\u3001\u4f7f\u7528pip\u547d\u4ee4\u5b89\u88c5\u3001\u8bbe\u7f6e\u5b89\u88c5\u8def\u5f84\u8fdb\u884c\u5b9e\u73b0\u3002<\/strong>\u5176\u4e2d\uff0c\u4e0b\u8f7d\u79bb\u7ebf\u5b89\u88c5\u5305\u662f\u5173\u952e\u6b65\u9aa4\u4e4b\u4e00\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5b8c\u6210Python\u79bb\u7ebf\u5b89\u88c5Pandas\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u4e0b\u8f7dPandas\u7684\u79bb\u7ebf\u5b89\u88c5\u5305<\/p>\n<\/p>\n<p><p>\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u5b89\u88c5Pandas\u7684\u7b2c\u4e00\u6b65\u662f\u83b7\u53d6Pandas\u7684\u79bb\u7ebf\u5b89\u88c5\u5305\u3002\u7531\u4e8e\u79bb\u7ebf\u73af\u5883\u65e0\u6cd5\u76f4\u63a5\u8bbf\u95ee\u4e92\u8054\u7f51\uff0c\u56e0\u6b64\u9700\u8981\u5728\u8054\u7f51\u7684\u8ba1\u7b97\u673a\u4e0a\u4e0b\u8f7dPandas\u7684\u5b89\u88c5\u5305\u3002<\/p>\n<\/p>\n<p><p>1.1 \u4e0b\u8f7dPandas\u7684\u5b89\u88c5\u5305<\/p>\n<\/p>\n<p><p>\u9996\u5148\uff0c\u8bbf\u95eePython\u5b98\u65b9\u5305\u7ba1\u7406\u7f51\u7ad9PyPI\uff08Python Package Index\uff09\u7684Pandas\u9879\u76ee\u9875\u9762\u3002\u53ef\u4ee5\u5728\u641c\u7d22\u5f15\u64ce\u4e2d\u641c\u7d22\u201cPandas PyPI\u201d\u6216\u8005\u76f4\u63a5\u8bbf\u95ee\u4ee5\u4e0b\u94fe\u63a5\uff1a<a href=\"https:\/\/pypi.org\/project\/pandas\/\">https:\/\/pypi.org\/project\/pandas\/<\/a>\u3002\u5728\u8be5\u9875\u9762\u4e0a\uff0c\u60a8\u5c06\u627e\u5230Pandas\u7684\u6700\u65b0\u7248\u672c\u53ca\u5176\u5bf9\u5e94\u7684\u5b89\u88c5\u5305\u3002<\/p>\n<\/p>\n<p><p>1.2 \u9009\u62e9\u5408\u9002\u7684\u7248\u672c<\/p>\n<\/p>\n<p><p>\u5728\u4e0b\u8f7dPandas\u5305\u65f6\uff0c\u786e\u4fdd\u9009\u62e9\u4e0e\u60a8\u7684Python\u7248\u672c\u548c\u7cfb\u7edf\u67b6\u6784\u517c\u5bb9\u7684Pandas\u7248\u672c\u3002\u901a\u5e38\uff0c\u9875\u9762\u4e0a\u63d0\u4f9b\u4e86\u591a\u4e2a\u7248\u672c\u7684\u5b89\u88c5\u5305\uff0c\u5305\u62ec\u6e90\u4ee3\u7801\u5305\u548c\u9884\u7f16\u8bd1\u7684\u4e8c\u8fdb\u5236\u5305\uff08\u5982.whl\u6587\u4ef6\uff09\u3002\u5efa\u8bae\u9009\u62e9.whl\u6587\u4ef6\uff0c\u56e0\u4e3a\u5b83\u4eec\u901a\u5e38\u66f4\u5bb9\u6613\u5b89\u88c5\u4e14\u4e0d\u9700\u8981\u7f16\u8bd1\u3002<\/p>\n<\/p>\n<p><p>1.3 \u4e0b\u8f7d\u4f9d\u8d56\u5305<\/p>\n<\/p>\n<p><p>Pandas\u4f9d\u8d56\u4e8e\u5176\u4ed6\u4e00\u4e9bPython\u5e93\uff0c\u5982NumPy\u548cdateutil\u7b49\u3002\u56e0\u6b64\uff0c\u9664\u4e86\u4e0b\u8f7dPandas\u7684\u5b89\u88c5\u5305\u5916\uff0c\u60a8\u8fd8\u9700\u8981\u4e0b\u8f7d\u8fd9\u4e9b\u4f9d\u8d56\u5e93\u7684\u5b89\u88c5\u5305\u3002\u540c\u6837\u5728PyPI\u4e0a\u641c\u7d22\u5e76\u4e0b\u8f7d\u8fd9\u4e9b\u5305\uff0c\u4ee5\u786e\u4fdd\u5b83\u4eec\u4e0ePandas\u548c\u60a8\u7684\u7cfb\u7edf\u517c\u5bb9\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u5c06\u5b89\u88c5\u5305\u4f20\u8f93\u5230\u79bb\u7ebf\u73af\u5883<\/p>\n<\/p>\n<p><p>\u5728\u8054\u7f51\u73af\u5883\u4e2d\u4e0b\u8f7d\u4e86Pandas\u53ca\u5176\u4f9d\u8d56\u5305\u540e\uff0c\u9700\u8981\u5c06\u5b83\u4eec\u4f20\u8f93\u5230\u79bb\u7ebf\u73af\u5883\u4e2d\u3002<\/p>\n<\/p>\n<p><p>2.1 \u4f7f\u7528USB\u9a71\u52a8\u5668\u6216\u5176\u4ed6\u5b58\u50a8\u8bbe\u5907<\/p>\n<\/p>\n<p><p>\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u662f\u4f7f\u7528USB\u9a71\u52a8\u5668\u6216\u5176\u4ed6\u5916\u90e8\u5b58\u50a8\u8bbe\u5907\u5c06\u4e0b\u8f7d\u7684\u5b89\u88c5\u5305\u4ece\u8054\u7f51\u8ba1\u7b97\u673a\u4f20\u8f93\u5230\u79bb\u7ebf\u8ba1\u7b97\u673a\u3002\u786e\u4fdd\u590d\u5236\u6240\u6709\u5fc5\u8981\u7684\u5b89\u88c5\u5305\uff0c\u5305\u62ecPandas\u548c\u5176\u6240\u6709\u4f9d\u8d56\u5305\u3002<\/p>\n<\/p>\n<p><p>2.2 \u7f51\u7edc\u5171\u4eab\u6216\u5176\u4ed6\u65b9\u6cd5<\/p>\n<\/p>\n<p><p>\u5982\u679c\u79bb\u7ebf\u73af\u5883\u4e0e\u8054\u7f51\u73af\u5883\u5904\u4e8e\u540c\u4e00\u5c40\u57df\u7f51\u4e2d\uff0c\u53ef\u4ee5\u901a\u8fc7\u7f51\u7edc\u5171\u4eab\u6587\u4ef6\u5939\u6216\u5176\u4ed6\u7f51\u7edc\u4f20\u8f93\u65b9\u6cd5\u5c06\u5b89\u88c5\u5305\u4f20\u8f93\u5230\u79bb\u7ebf\u8ba1\u7b97\u673a\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528pip\u547d\u4ee4\u5b89\u88c5<\/p>\n<\/p>\n<p><p>\u5728\u79bb\u7ebf\u8ba1\u7b97\u673a\u4e0a\u5b89\u88c5Pandas\u548c\u5176\u4f9d\u8d56\u5305\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528pip\u547d\u4ee4\u3002pip\u662fPython\u7684\u5305\u7ba1\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u7528\u6765\u5b89\u88c5\u3001\u66f4\u65b0\u548c\u7ba1\u7406Python\u5305\u3002<\/p>\n<\/p>\n<p><p>3.1 \u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef<\/p>\n<\/p>\n<p><p>\u5728\u79bb\u7ebf\u8ba1\u7b97\u673a\u4e0a\uff0c\u6253\u5f00\u547d\u4ee4\u884c\u7a97\u53e3\uff08\u5728Windows\u4e0a\u4e3acmd\uff0c\u5728macOS\u548cLinux\u4e0a\u4e3aTerminal\uff09\u3002<\/p>\n<\/p>\n<p><p>3.2 \u5bfc\u822a\u5230\u5b89\u88c5\u5305\u6240\u5728\u76ee\u5f55<\/p>\n<\/p>\n<p><p>\u4f7f\u7528\u547d\u4ee4\u884c\u5de5\u5177\u7684cd\u547d\u4ee4\u5bfc\u822a\u5230\u5b58\u50a8\u5b89\u88c5\u5305\u7684\u76ee\u5f55\u3002\u4f8b\u5982\uff0c\u5982\u679c\u5305\u5b58\u50a8\u5728\u201cD:\\packages\u201d\u76ee\u5f55\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">cd D:\\packages<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>3.3 \u5b89\u88c5\u4f9d\u8d56\u5305<\/p>\n<\/p>\n<p><p>\u5728\u5b89\u88c5Pandas\u4e4b\u524d\uff0c\u5148\u5b89\u88c5\u5176\u6240\u6709\u7684\u4f9d\u8d56\u5305\u3002\u4f7f\u7528pip\u547d\u4ee4\u9010\u4e2a\u5b89\u88c5\u8fd9\u4e9b\u5305\uff0c\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy-1.21.2-cp39-cp39-win_amd64.whl<\/p>\n<p>pip install python_dateutil-2.8.2-py2.py3-none-any.whl<\/p>\n<h2><strong>\u7ee7\u7eed\u5b89\u88c5\u5176\u4ed6\u4f9d\u8d56\u5305<\/strong><\/h2>\n<p><\/code><\/pre>\n<\/p>\n<p><p>3.4 \u5b89\u88c5Pandas<\/p>\n<\/p>\n<p><p>\u6700\u540e\uff0c\u4f7f\u7528pip\u547d\u4ee4\u5b89\u88c5Pandas\u5b89\u88c5\u5305\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install pandas-1.3.3-cp39-cp39-win_amd64.whl<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u786e\u4fdd\u6240\u6709\u5b89\u88c5\u8fc7\u7a0b\u6ca1\u6709\u9519\u8bef\uff0cPandas\u5373\u5df2\u6210\u529f\u5b89\u88c5\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u8bbe\u7f6e\u5b89\u88c5\u8def\u5f84<\/p>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u53ef\u80fd\u9700\u8981\u5728Python\u73af\u5883\u4e2d\u8bbe\u7f6e\u5b89\u88c5\u8def\u5f84\uff0c\u4ee5\u4fbf\u6b63\u786e\u5bfc\u5165Pandas\u5e93\u3002<\/p>\n<\/p>\n<p><p>4.1 \u9a8c\u8bc1\u5b89\u88c5<\/p>\n<\/p>\n<p><p>\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u4ee5\u9a8c\u8bc1Pandas\u662f\u5426\u5df2\u6b63\u786e\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">python -c &quot;import pandas as pd; print(pd.__version__)&quot;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5982\u679c\u6ca1\u6709\u9519\u8bef\u5e76\u4e14\u8f93\u51faPandas\u7248\u672c\u53f7\uff0c\u5219\u8bf4\u660e\u5b89\u88c5\u6210\u529f\u3002<\/p>\n<\/p>\n<p><p>4.2 \u8bbe\u7f6ePYTHONPATH\uff08\u53ef\u9009\uff09<\/p>\n<\/p>\n<p><p>\u5982\u679cPython\u73af\u5883\u4e2d\u5b58\u5728\u591a\u4e2aPython\u7248\u672c\uff0c\u6216\u8005\u60a8\u5e0c\u671b\u5728\u7279\u5b9a\u73af\u5883\u4e2d\u4f7f\u7528Pandas\uff0c\u53ef\u80fd\u9700\u8981\u8bbe\u7f6ePYTHONPATH\u73af\u5883\u53d8\u91cf\u3002\u901a\u8fc7\u5728\u547d\u4ee4\u884c\u4e2d\u8bbe\u7f6ePYTHONPATH\uff0c\u786e\u4fddPython\u80fd\u591f\u627e\u5230Pandas\u5e93\u7684\u5b89\u88c5\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u5728Windows\u547d\u4ee4\u884c\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">set PYTHONPATH=%PYTHONPATH%;D:\\path\\to\\pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728macOS\u6216Linux\u7ec8\u7aef\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">export PYTHONPATH=$PYTHONPATH:\/path\/to\/pandas<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e94\u3001\u89e3\u51b3\u5e38\u89c1\u95ee\u9898<\/p>\n<\/p>\n<p><p>\u5728\u79bb\u7ebf\u5b89\u88c5Pandas\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n<\/p>\n<p><p>5.1 \u517c\u5bb9\u6027\u95ee\u9898<\/p>\n<\/p>\n<p><p>\u786e\u4fdd\u4e0b\u8f7d\u7684Pandas\u548c\u4f9d\u8d56\u5305\u4e0e\u60a8\u7684Python\u7248\u672c\u548c\u7cfb\u7edf\u67b6\u6784\u517c\u5bb9\u3002\u5982\u679c\u9047\u5230\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u4e0b\u8f7d\u5176\u4ed6\u7248\u672c\u7684\u5b89\u88c5\u5305\u3002<\/p>\n<\/p>\n<p><p>5.2 \u7f3a\u5c11\u4f9d\u8d56\u5305<\/p>\n<\/p>\n<p><p>\u5982\u679c\u5728\u5b89\u88c5Pandas\u65f6\u51fa\u73b0\u201c\u7f3a\u5c11\u4f9d\u8d56\u5305\u201d\u9519\u8bef\uff0c\u68c0\u67e5\u662f\u5426\u5df2\u4e0b\u8f7d\u5e76\u5b89\u88c5\u4e86\u6240\u6709\u5fc5\u8981\u7684\u4f9d\u8d56\u5305\u3002\u53ef\u4ee5\u901a\u8fc7PyPI\u9875\u9762\u67e5\u770bPandas\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u5305\u5747\u5df2\u4e0b\u8f7d\u3002<\/p>\n<\/p>\n<p><p>5.3 \u5b89\u88c5\u8def\u5f84\u95ee\u9898<\/p>\n<\/p>\n<p><p>\u5982\u679c\u5728\u5bfc\u5165Pandas\u65f6\u9047\u5230\u8def\u5f84\u95ee\u9898\uff0c\u68c0\u67e5PYTHONPATH\u73af\u5883\u53d8\u91cf\u662f\u5426\u6b63\u786e\u8bbe\u7f6e\u3002\u786e\u4fddPython\u80fd\u591f\u627e\u5230Pandas\u5e93\u7684\u5b89\u88c5\u8def\u5f84\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u60a8\u53ef\u4ee5\u5728\u6ca1\u6709\u7f51\u7edc\u8fde\u63a5\u7684\u60c5\u51b5\u4e0b\u6210\u529f\u5b89\u88c5Pandas\u5e93\u3002\u79bb\u7ebf\u5b89\u88c5\u867d\u7136\u6bd4\u5728\u7ebf\u5b89\u88c5\u7a0d\u663e\u590d\u6742\uff0c\u4f46\u53ea\u8981\u6309\u7167\u6b65\u9aa4\u64cd\u4f5c\uff0c\u5373\u53ef\u987a\u5229\u5b8c\u6210\u3002\u540c\u65f6\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u4e5f\u5e2e\u52a9\u60a8\u66f4\u6df1\u5165\u5730\u4e86\u89e3Python\u5305\u7ba1\u7406\u7684\u673a\u5236\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728\u6ca1\u6709\u7f51\u7edc\u8fde\u63a5\u7684\u60c5\u51b5\u4e0b\u5b89\u88c5Pandas\uff1f<\/strong><br \/>\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u5b89\u88c5Pandas\uff0c\u53ef\u4ee5\u901a\u8fc7\u4e0b\u8f7dPandas\u7684\u5b89\u88c5\u5305\u53ca\u5176\u4f9d\u8d56\u5305\u3002\u9996\u5148\uff0c\u5728\u6709\u7f51\u7edc\u7684\u73af\u5883\u4e2d\uff0c\u4f7f\u7528<code>pip download pandas<\/code>\u547d\u4ee4\u4e0b\u8f7dPandas\u53ca\u5176\u6240\u9700\u7684\u4f9d\u8d56\u5305\u3002\u4e0b\u8f7d\u5b8c\u6210\u540e\uff0c\u5c06\u8fd9\u4e9b\u6587\u4ef6\u4f20\u8f93\u5230\u79bb\u7ebf\u73af\u5883\u4e2d\uff0c\u5e76\u4f7f\u7528<code>pip install &lt;package_name&gt;<\/code>\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\u3002<\/p>\n<p><strong>\u6211\u9700\u8981\u5b89\u88c5\u54ea\u4e9bPandas\u4f9d\u8d56\u5305\uff1f<\/strong><br \/>Pandas\u4f9d\u8d56\u4e8e\u591a\u4e2a\u5176\u4ed6\u5e93\uff0c\u4f8b\u5982NumPy\u548cpython-dateutil\u3002\u5728\u6709\u7f51\u7edc\u7684\u73af\u5883\u4e2d\uff0c\u4f7f\u7528<code>pip download pandas<\/code>\u547d\u4ee4\u4f1a\u81ea\u52a8\u4e0b\u8f7d\u6240\u6709\u5fc5\u8981\u7684\u4f9d\u8d56\u5305\u3002\u786e\u4fdd\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u540c\u65f6\u62e5\u6709\u8fd9\u4e9b\u4f9d\u8d56\u5305\uff0c\u4ee5\u4fbf\u6210\u529f\u5b89\u88c5Pandas\u3002<\/p>\n<p><strong>\u6211\u53ef\u4ee5\u4f7f\u7528Anaconda\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u5b89\u88c5Pandas\u5417\uff1f<\/strong><br \/>\u662f\u7684\uff0c\u4f7f\u7528Anaconda\u5728\u79bb\u7ebf\u73af\u5883\u4e2d\u5b89\u88c5Pandas\u4e5f\u662f\u4e00\u4e2a\u53ef\u884c\u7684\u9009\u9879\u3002\u60a8\u53ef\u4ee5\u5728\u6709\u7f51\u7edc\u7684\u73af\u5883\u4e2d\u4f7f\u7528<code>conda install pandas --download-only<\/code>\u547d\u4ee4\u4e0b\u8f7dPandas\u53ca\u5176\u4f9d\u8d56\u5305\uff0c\u7136\u540e\u5c06\u8fd9\u4e9b\u6587\u4ef6\u4f20\u8f93\u5230\u79bb\u7ebf\u73af\u5883\u4e2d\uff0c\u6700\u540e\u8fd0\u884c<code>conda install --offline &lt;package_file&gt;<\/code>\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\u3002\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u6240\u6709\u4f9d\u8d56\u90fd\u6b63\u786e\u5b89\u88c5\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u79bb\u7ebf\u5b89\u88c5Pandas\u53ef\u4ee5\u901a\u8fc7\u4e0b\u8f7dPandas\u7684\u79bb\u7ebf\u5b89\u88c5\u5305\u3001\u4f7f\u7528pip\u547d\u4ee4\u5b89\u88c5\u3001\u8bbe\u7f6e\u5b89\u88c5\u8def\u5f84\u8fdb\u884c\u5b9e\u73b0 [&hellip;]","protected":false},"author":3,"featured_media":993705,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/993701"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=993701"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/993701\/revisions"}],"predecessor-version":[{"id":993711,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/993701\/revisions\/993711"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/993705"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=993701"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=993701"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=993701"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}