{"id":1081907,"date":"2025-01-08T12:43:52","date_gmt":"2025-01-08T04:43:52","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1081907.html"},"modified":"2025-01-08T12:43:56","modified_gmt":"2025-01-08T04:43:56","slug":"python%e5%a6%82%e4%bd%95%e8%ae%a1%e7%ae%97%e6%8b%89%e6%99%ae%e6%8b%89%e6%96%af%e5%8f%98%e6%8d%a2-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1081907.html","title":{"rendered":"python\u5982\u4f55\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24183705\/e049763f-27cd-4734-9bef-b34fdb0f60e7.webp\" alt=\"python\u5982\u4f55\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\" \/><\/p>\n<p><p> <strong>Python\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528SymPy\u5e93\u3001NumPy\u5e93\u548cSciPy\u5e93\u3002SymPy\u5e93\u63d0\u4f9b\u4e86\u7b26\u53f7\u8ba1\u7b97\u529f\u80fd\uff0c\u53ef\u4ee5\u8fdb\u884c\u7b26\u53f7\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3001NumPy\u548cSciPy\u5e93\u5219\u66f4\u9002\u5408\u6570\u503c\u8ba1\u7b97\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u5e76\u7ed9\u51fa\u793a\u4f8b\u4ee3\u7801\u3002<\/strong><\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528SymPy\u8fdb\u884c\u7b26\u53f7\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h3>\n<\/p>\n<p><p>SymPy\u5e93\u662f\u4e00\u4e2aPython\u7684\u7b26\u53f7\u8ba1\u7b97\u5e93\uff0c\u5b83\u63d0\u4f9b\u4e86\u7b26\u53f7\u6570\u5b66\u5de5\u5177\uff0c\u53ef\u4ee5\u8fdb\u884c\u5fae\u79ef\u5206\u3001\u65b9\u7a0b\u6c42\u89e3\u3001\u77e9\u9635\u8fd0\u7b97\u7b49\u3002\u4e0b\u9762\u6211\u4eec\u5c06\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528SymPy\u5e93\u8ba1\u7b97\u51fd\u6570\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<\/p>\n<p><h4>\u5b89\u88c5SymPy<\/h4>\n<\/p>\n<p><p>\u5728\u4f7f\u7528SymPy\u4e4b\u524d\uff0c\u9700\u8981\u5148\u8fdb\u884c\u5b89\u88c5\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install sympy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h4>\n<\/p>\n<p><p>SymPy\u5e93\u63d0\u4f9b\u4e86<code>laplace_transform<\/code>\u51fd\u6570\u6765\u8ba1\u7b97\u7b26\u53f7\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sympy as sp<\/p>\n<h2><strong>\u5b9a\u4e49\u7b26\u53f7<\/strong><\/h2>\n<p>t, s = sp.symbols(&#39;t s&#39;)<\/p>\n<h2><strong>\u5b9a\u4e49\u51fd\u6570<\/strong><\/h2>\n<p>f = sp.exp(-t) * t<\/p>\n<h2><strong>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/strong><\/h2>\n<p>F = sp.laplace_transform(f, t, s)<\/p>\n<p>print(F)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5b9a\u4e49\u4e86\u7b26\u53f7<code>t<\/code>\u548c<code>s<\/code>\uff0c\u7136\u540e\u5b9a\u4e49\u4e86\u4e00\u4e2a\u51fd\u6570<code>f<\/code>\uff0c\u6700\u540e\u4f7f\u7528<code>laplace_transform<\/code>\u51fd\u6570\u6765\u8ba1\u7b97<code>f<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528NumPy\u548cSciPy\u8fdb\u884c\u6570\u503c\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h3>\n<\/p>\n<p><p>\u867d\u7136NumPy\u548cSciPy\u5e93\u66f4\u9002\u5408\u6570\u503c\u8ba1\u7b97\uff0c\u4f46\u5b83\u4eec\u4ecd\u7136\u53ef\u4ee5\u7528\u4e8e\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002SciPy\u5e93\u63d0\u4f9b\u4e86\u4e00\u4e2a\u540d\u4e3a<code>scipy.signal.laplace<\/code>\u7684\u6a21\u5757\uff0c\u53ef\u4ee5\u8fdb\u884c\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<\/p>\n<p><h4>\u5b89\u88c5NumPy\u548cSciPy<\/h4>\n<\/p>\n<p><p>\u5728\u4f7f\u7528NumPy\u548cSciPy\u4e4b\u524d\uff0c\u9700\u8981\u5148\u8fdb\u884c\u5b89\u88c5\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pip install numpy scipy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528SciPy\u5e93\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>from scipy.integrate import quad<\/p>\n<h2><strong>\u5b9a\u4e49\u51fd\u6570<\/strong><\/h2>\n<p>def f(t):<\/p>\n<p>    return np.exp(-t) * t<\/p>\n<h2><strong>\u5b9a\u4e49\u62c9\u666e\u62c9\u65af\u53d8\u6362\u51fd\u6570<\/strong><\/h2>\n<p>def laplace_transform(f, s):<\/p>\n<p>    result, _ = quad(lambda t: f(t) * np.exp(-s*t), 0, np.inf)<\/p>\n<p>    return result<\/p>\n<h2><strong>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/strong><\/h2>\n<p>s = 1<\/p>\n<p>F = laplace_transform(f, s)<\/p>\n<p>print(F)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u9996\u5148\u5b9a\u4e49\u4e86\u4e00\u4e2a\u51fd\u6570<code>f<\/code>\uff0c\u7136\u540e\u5b9a\u4e49\u4e86\u4e00\u4e2a\u62c9\u666e\u62c9\u65af\u53d8\u6362\u51fd\u6570<code>laplace_transform<\/code>\u3002\u8fd9\u4e2a\u51fd\u6570\u4f7f\u7528<code>scipy.integrate.quad<\/code>\u51fd\u6570\u6765\u8fdb\u884c\u79ef\u5206\u8ba1\u7b97\u3002\u6700\u540e\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86<code>f<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<\/p>\n<p><h3>\u4e09\u3001\u8be6\u7ec6\u63cf\u8ff0SymPy\u5e93\u4e2d\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h3>\n<\/p>\n<p><p>SymPy\u5e93\u4e2d\u7684<code>laplace_transform<\/code>\u51fd\u6570\u6709\u4e09\u4e2a\u53c2\u6570\uff1a\u5f85\u53d8\u6362\u7684\u51fd\u6570\u3001\u65f6\u95f4\u53d8\u91cf\u548c\u62c9\u666e\u62c9\u65af\u53d8\u91cf\u3002\u5b83\u8fd4\u56de\u4e00\u4e2a\u4e09\u5143\u7ec4\uff0c\u5305\u542b\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7ed3\u679c\u3001\u6536\u655b\u57df\u548c\u6761\u4ef6\u3002<\/p>\n<\/p>\n<p><h4>\u8ba1\u7b97\u5355\u4e2a\u51fd\u6570\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u8ba1\u7b97\u5355\u4e2a\u51fd\u6570\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sympy as sp<\/p>\n<h2><strong>\u5b9a\u4e49\u7b26\u53f7<\/strong><\/h2>\n<p>t, s = sp.symbols(&#39;t s&#39;)<\/p>\n<h2><strong>\u5b9a\u4e49\u51fd\u6570<\/strong><\/h2>\n<p>f = sp.sin(t)<\/p>\n<h2><strong>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/strong><\/h2>\n<p>F = sp.laplace_transform(f, t, s)<\/p>\n<p>print(F)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86<code>sin(t)<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0c\u7ed3\u679c\u4e3a<code>1\/(s^2 + 1)<\/code>\u3002<\/p>\n<\/p>\n<p><h4>\u8ba1\u7b97\u5e26\u6709\u521d\u503c\u6761\u4ef6\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h4>\n<\/p>\n<p><p>SymPy\u5e93\u8fd8\u53ef\u4ee5\u8ba1\u7b97\u5e26\u6709\u521d\u503c\u6761\u4ef6\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sympy as sp<\/p>\n<h2><strong>\u5b9a\u4e49\u7b26\u53f7<\/strong><\/h2>\n<p>t, s, a = sp.symbols(&#39;t s a&#39;)<\/p>\n<h2><strong>\u5b9a\u4e49\u51fd\u6570<\/strong><\/h2>\n<p>f = sp.exp(-a*t)<\/p>\n<h2><strong>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/strong><\/h2>\n<p>F = sp.laplace_transform(f, t, s)<\/p>\n<p>print(F)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86<code>exp(-a*t)<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0c\u7ed3\u679c\u4e3a<code>1\/(s + a)<\/code>\u3002<\/p>\n<\/p>\n<p><h3>\u56db\u3001\u8be6\u7ec6\u63cf\u8ff0SciPy\u5e93\u4e2d\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h3>\n<\/p>\n<p><p>SciPy\u5e93\u4e2d\u7684<code>scipy.signal.laplace<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u6570\u503c\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u65b9\u6cd5\u3002\u5c3d\u7ba1SciPy\u5e93\u66f4\u9002\u5408\u6570\u503c\u8ba1\u7b97\uff0c\u4f46\u4ecd\u7136\u53ef\u4ee5\u7528\u4e8e\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<\/p>\n<p><h4>\u8ba1\u7b97\u5355\u4e2a\u51fd\u6570\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528SciPy\u5e93\u8ba1\u7b97\u5355\u4e2a\u51fd\u6570\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>from scipy.integrate import quad<\/p>\n<h2><strong>\u5b9a\u4e49\u51fd\u6570<\/strong><\/h2>\n<p>def f(t):<\/p>\n<p>    return np.exp(-t)<\/p>\n<h2><strong>\u5b9a\u4e49\u62c9\u666e\u62c9\u65af\u53d8\u6362\u51fd\u6570<\/strong><\/h2>\n<p>def laplace_transform(f, s):<\/p>\n<p>    result, _ = quad(lambda t: f(t) * np.exp(-s*t), 0, np.inf)<\/p>\n<p>    return result<\/p>\n<h2><strong>\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362<\/strong><\/h2>\n<p>s = 1<\/p>\n<p>F = laplace_transform(f, s)<\/p>\n<p>print(F)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u8ba1\u7b97\u4e86<code>exp(-t)<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0c\u7ed3\u679c\u4e3a<code>1\/(s + 1)<\/code>\u3002<\/p>\n<\/p>\n<p><h3>\u4e94\u3001\u603b\u7ed3<\/h3>\n<\/p>\n<p><p><strong>Python\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u65b9\u6cd5\u4e3b\u8981\u6709\u4e24\u79cd\uff1a\u4f7f\u7528SymPy\u5e93\u8fdb\u884c\u7b26\u53f7\u8ba1\u7b97\u548c\u4f7f\u7528SciPy\u5e93\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u3002SymPy\u5e93\u63d0\u4f9b\u4e86\u7b26\u53f7\u8ba1\u7b97\u529f\u80fd\uff0c\u53ef\u4ee5\u8fdb\u884c\u7b26\u53f7\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0cNumPy\u548cSciPy\u5e93\u5219\u66f4\u9002\u5408\u6570\u503c\u8ba1\u7b97\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u7efc\u4e0a\u6240\u8ff0\uff0cPython\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5e93\u548c\u5de5\u5177\u6765\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0c\u53ef\u4ee5\u6839\u636e\u4e0d\u540c\u7684\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u548c\u5e93\u3002\u5e0c\u671b\u901a\u8fc7\u8fd9\u7bc7\u6587\u7ae0\uff0c\u8bfb\u8005\u80fd\u591f\u66f4\u597d\u5730\u7406\u89e3\u548c\u5e94\u7528Python\u8fdb\u884c\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u8ba1\u7b97\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u5b9e\u73b0\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u8ba1\u7b97\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528SymPy\u5e93\u6765\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002\u9996\u5148\uff0c\u5b89\u88c5SymPy\u5e93\uff0c\u4f7f\u7528<code>pip install sympy<\/code>\u547d\u4ee4\u3002\u7136\u540e\uff0c\u5bfc\u5165\u5e93\uff0c\u5b9a\u4e49\u9700\u8981\u53d8\u6362\u7684\u51fd\u6570\uff0c\u4f7f\u7528<code>laplace_transform()<\/code>\u51fd\u6570\u5373\u53ef\u5f97\u5230\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u7ed3\u679c\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code class=\"language-python\">from sympy import symbols, laplace_transform, exp\n\nt, s = symbols(&#39;t s&#39;)\nf = exp(-t)\nL = laplace_transform(f, t, s)\nprint(L)\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c06\u8ba1\u7b97\u51fd\u6570<code>e^(-t)<\/code>\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u3002<\/p>\n<p><strong>\u5728Python\u4e2d\u5982\u4f55\u5904\u7406\u5206\u6bb5\u51fd\u6570\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff1f<\/strong><br \/>\u5904\u7406\u5206\u6bb5\u51fd\u6570\u7684\u62c9\u666e\u62c9\u65af\u53d8\u6362\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528<code>Piecewise<\/code>\u7c7b\u6765\u5b9a\u4e49\u51fd\u6570\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff0c\u5c55\u793a\u5982\u4f55\u4e3a\u5206\u6bb5\u51fd\u6570\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff1a<\/p>\n<pre><code class=\"language-python\">from sympy import Piecewise\n\nt, s = symbols(&#39;t s&#39;)\nf = Piecewise((1, t &lt; 1), (t, t &gt;= 1))\nL = laplace_transform(f, t, s)\nprint(L)\n<\/code><\/pre>\n<p>\u6b64\u4ee3\u7801\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5206\u6bb5\u51fd\u6570\uff0c\u5e76\u8ba1\u7b97\u5176\u62c9\u666e\u62c9\u65af\u53d8\u6362\uff0c\u9002\u7528\u4e8e\u4e0d\u540c\u533a\u95f4\u7684\u60c5\u51b5\u3002<\/p>\n<p><strong>\u62c9\u666e\u62c9\u65af\u53d8\u6362\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u6709\u54ea\u4e9b\u7528\u9014\uff1f<\/strong><br \/>\u62c9\u666e\u62c9\u65af\u53d8\u6362\u5e7f\u6cdb\u5e94\u7528\u4e8e\u5de5\u7a0b\u548c\u7269\u7406\u5b66\u4e2d\uff0c\u7279\u522b\u662f\u5728\u63a7\u5236\u7cfb\u7edf\u548c\u4fe1\u53f7\u5904\u7406\u9886\u57df\u3002\u5b83\u53ef\u4ee5\u5c06\u5fae\u5206\u65b9\u7a0b\u8f6c\u5316\u4e3a\u4ee3\u6570\u65b9\u7a0b\uff0c\u4ece\u800c\u7b80\u5316\u6c42\u89e3\u8fc7\u7a0b\u3002\u6b64\u5916\uff0c\u62c9\u666e\u62c9\u65af\u53d8\u6362\u4e5f\u7528\u4e8e\u5206\u6790\u7535\u8def\u3001\u7cfb\u7edf\u7a33\u5b9a\u6027\u4ee5\u53ca\u81ea\u52a8\u63a7\u5236\u7cfb\u7edf\u7684\u8bbe\u8ba1\u7b49\u3002\u8fd9\u79cd\u53d8\u6362\u4f7f\u5f97\u590d\u6742\u7684\u52a8\u6001\u7cfb\u7edf\u5728\u9891\u57df\u4e2d\u66f4\u6613\u4e8e\u7406\u89e3\u548c\u5904\u7406\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u8ba1\u7b97\u62c9\u666e\u62c9\u65af\u53d8\u6362\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528SymPy\u5e93\u3001NumPy\u5e93\u548cSciPy\u5e93\u3002SymPy\u5e93\u63d0\u4f9b\u4e86 [&hellip;]","protected":false},"author":3,"featured_media":1081921,"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\/1081907"}],"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=1081907"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1081907\/revisions"}],"predecessor-version":[{"id":1081923,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1081907\/revisions\/1081923"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1081921"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1081907"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1081907"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1081907"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}