{"id":991317,"date":"2024-12-27T08:27:36","date_gmt":"2024-12-27T00:27:36","guid":{"rendered":""},"modified":"2024-12-27T08:27:38","modified_gmt":"2024-12-27T00:27:38","slug":"python%e6%ba%90%e4%bb%a3%e7%a0%81%e5%a6%82%e4%bd%95%e6%89%a7%e8%a1%8c","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/991317.html","title":{"rendered":"python\u6e90\u4ee3\u7801\u5982\u4f55\u6267\u884c"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25065634\/e12089bd-b936-46a4-bd23-e8617f508fe2.webp\" alt=\"python\u6e90\u4ee3\u7801\u5982\u4f55\u6267\u884c\" \/><\/p>\n<p><p> <strong>Python\u6e90\u4ee3\u7801\u7684\u6267\u884c\u8fc7\u7a0b\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u6b65\u9aa4\uff1a\u89e3\u6790\u548c\u7f16\u8bd1\u3001\u5b57\u8282\u7801\u751f\u6210\u3001\u89e3\u91ca\u5668\u6267\u884c\u3001\u5185\u5b58\u7ba1\u7406\u3002<\/strong>\u5728\u8fd9\u91cc\u6211\u4eec\u8be6\u7ec6\u63a2\u8ba8\u5176\u4e2d\u7684\u201c\u89e3\u6790\u548c\u7f16\u8bd1\u201d\u8fc7\u7a0b\u3002Python\u6e90\u4ee3\u7801\u9996\u5148\u7531\u89e3\u6790\u5668\u8bfb\u53d6\uff0c\u5c06\u4ee3\u7801\u8f6c\u6362\u4e3a\u62bd\u8c61\u8bed\u6cd5\u6811\uff08AST\uff09\u3002AST\u662f\u7a0b\u5e8f\u7684\u7ed3\u6784\u5316\u8868\u793a\uff0c\u4fbf\u4e8e\u8fdb\u4e00\u6b65\u5206\u6790\u548c\u7f16\u8bd1\u3002\u89e3\u6790\u5668\u4f1a\u68c0\u67e5\u8bed\u6cd5\u9519\u8bef\u5e76\u751f\u6210AST\uff0c\u4ee5\u786e\u4fdd\u4ee3\u7801\u5728\u8bed\u6cd5\u4e0a\u662f\u6b63\u786e\u7684\u3002<\/p>\n<\/p>\n<hr>\n<p><h2>\u4e00\u3001\u89e3\u6790\u548c\u7f16\u8bd1<\/h2>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u6e90\u4ee3\u7801\u7684\u6267\u884c\u9996\u5148\u9700\u8981\u8fdb\u884c\u89e3\u6790\u548c\u7f16\u8bd1\u3002\u8fd9\u662fPython\u89e3\u91ca\u5668\u5c06\u6e90\u4ee3\u7801\u8f6c\u6362\u4e3a\u5b57\u8282\u7801\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n<\/p>\n<p><h3>1. 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\u7f16\u8bd1\u9636\u6bb5<\/h3>\n<\/p>\n<p><p>\u5728\u751f\u6210AST\u540e\uff0cPython\u89e3\u91ca\u5668\u4f1a\u5c06AST\u7f16\u8bd1\u4e3a\u5b57\u8282\u7801\u3002\u5b57\u8282\u7801\u662f\u4e00\u4e2a\u4f4e\u7ea7\u7684\u3001\u4e0e\u5e73\u53f0\u65e0\u5173\u7684\u6307\u4ee4\u96c6\uff0c\u4fbf\u4e8ePython\u865a\u62df\u673a\u6267\u884c\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5b57\u8282\u7801\u751f\u6210<\/strong>\uff1a\u7f16\u8bd1\u5668\u904d\u5386AST\uff0c\u5c06\u5176\u8f6c\u6362\u4e3a\u5b57\u8282\u7801\u6307\u4ee4\u3002\u5b57\u8282\u7801\u662f\u4e00\u79cd\u4e2d\u95f4\u5f62\u5f0f\uff0c\u5b83\u6bd4\u6e90\u4ee3\u7801\u66f4\u63a5\u8fd1\u673a\u5668\u8bed\u8a00\uff0c\u4f46\u4ecd\u7136\u662f\u5e73\u53f0\u65e0\u5173\u7684\u3002\u751f\u6210\u7684\u5b57\u8282\u7801\u88ab\u5b58\u50a8\u5728<code>.pyc<\/code>\u6587\u4ef6\u4e2d\uff0c\u901a\u5e38\u4fdd\u5b58\u5728<code>__pycache__<\/code>\u76ee\u5f55\u4e0b\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f18\u5316\u8fc7\u7a0b<\/strong>\uff1a\u5728\u5b57\u8282\u7801\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u7f16\u8bd1\u5668\u53ef\u80fd\u4f1a\u8fdb\u884c\u4e00\u4e9b\u7b80\u5355\u7684\u4f18\u5316\uff0c\u4f8b\u5982\u5220\u9664\u672a\u4f7f\u7528\u7684\u53d8\u91cf\u3001\u5408\u5e76\u5e38\u91cf\u8868\u8fbe\u5f0f\u7b49\u3002\u8fd9\u4e9b\u4f18\u5316\u6709\u52a9\u4e8e\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u4e8c\u3001\u5b57\u8282\u7801\u751f\u6210<\/h2>\n<\/p>\n<p><p>\u5b57\u8282\u7801\u662fPython\u7a0b\u5e8f\u6267\u884c\u7684\u4e2d\u95f4\u5f62\u5f0f\uff0c\u5b83\u662fPython\u89e3\u91ca\u5668\u7684\u76ee\u6807\u8bed\u8a00\u3002\u5b57\u8282\u7801\u751f\u6210\u662f\u5c06\u62bd\u8c61\u8bed\u6cd5\u6811\u8f6c\u6362\u4e3a\u5b57\u8282\u7801\u6307\u4ee4\u7684\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n<p><h3>1. \u5b57\u8282\u7801\u7684\u7279\u70b9<\/h3>\n<\/p>\n<p><p>\u5b57\u8282\u7801\u662f\u4e00\u79cd\u4f4e\u7ea7\u6307\u4ee4\u96c6\uff0c\u4e0e\u5e73\u53f0\u65e0\u5173\u3002\u5b83\u7531Python\u865a\u62df\u673a\u89e3\u91ca\u6267\u884c\uff0c\u800c\u4e0d\u662f\u76f4\u63a5\u8fd0\u884c\u5728\u786c\u4ef6\u4e0a\u3002\u5b57\u8282\u7801\u7684\u8bbe\u8ba1\u521d\u8877\u662f\u4fbf\u4e8e\u79fb\u690d\u548c\u6267\u884c\u4f18\u5316\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5e73\u53f0\u65e0\u5173\u6027<\/strong>\uff1a\u5b57\u8282\u7801\u662f\u4e00\u79cd\u4e2d\u95f4\u8868\u793a\uff0c\u4e0e\u5177\u4f53\u7684\u786c\u4ef6\u5e73\u53f0\u65e0\u5173\u3002\u8fd9\u610f\u5473\u7740\u540c\u4e00\u6bb5Python\u4ee3\u7801\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u5e73\u53f0\u4e0a\u8fd0\u884c\uff0c\u800c\u4e0d\u9700\u8981\u4fee\u6539\u6e90\u4ee3\u7801\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6267\u884c\u6548\u7387<\/strong>\uff1a\u5b57\u8282\u7801\u7684\u6267\u884c\u6548\u7387\u6bd4\u76f4\u63a5\u89e3\u91ca\u6e90\u4ee3\u7801\u8981\u9ad8\uff0c\u56e0\u4e3a\u5b57\u8282\u7801\u662f\u66f4\u63a5\u8fd1\u673a\u5668\u8bed\u8a00\u7684\u4e2d\u95f4\u5f62\u5f0f\u3002\u5b57\u8282\u7801\u751f\u6210\u8fc7\u7a0b\u4e2d\u53ef\u80fd\u8fdb\u884c\u4e00\u4e9b\u4f18\u5316\uff0c\u4ee5\u63d0\u9ad8\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>2. \u5b57\u8282\u7801\u751f\u6210\u8fc7\u7a0b<\/h3>\n<\/p>\n<p><p>\u5b57\u8282\u7801\u751f\u6210\u8fc7\u7a0b\u662f\u5c06\u62bd\u8c61\u8bed\u6cd5\u6811\u8f6c\u6362\u4e3a\u5b57\u8282\u7801\u6307\u4ee4\u7684\u8fc7\u7a0b\u3002\u8fd9\u4e00\u8fc7\u7a0b\u7531Python\u7f16\u8bd1\u5668\u5b8c\u6210\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>AST\u904d\u5386<\/strong>\uff1a\u7f16\u8bd1\u5668\u904d\u5386AST\uff0c\u5206\u6790\u6bcf\u4e2a\u8282\u70b9\u7684\u7c7b\u578b\u548c\u5c5e\u6027\u3002\u7f16\u8bd1\u5668\u6839\u636eAST\u7684\u7ed3\u6784\u751f\u6210\u5bf9\u5e94\u7684\u5b57\u8282\u7801\u6307\u4ee4\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6307\u4ee4\u751f\u6210<\/strong>\uff1a\u7f16\u8bd1\u5668\u6839\u636eAST\u8282\u70b9\u7684\u7c7b\u578b\u548c\u5c5e\u6027\uff0c\u751f\u6210\u76f8\u5e94\u7684\u5b57\u8282\u7801\u6307\u4ee4\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u7b97\u672f\u8868\u8fbe\u5f0f\uff0c\u7f16\u8bd1\u5668\u4f1a\u751f\u6210\u52a0\u8f7d\u64cd\u4f5c\u6570\u3001\u6267\u884c\u8fd0\u7b97\u7684\u6307\u4ee4\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5b57\u8282\u7801\u4f18\u5316<\/strong>\uff1a\u5728\u5b57\u8282\u7801\u751f\u6210\u8fc7\u7a0b\u4e2d\uff0c\u7f16\u8bd1\u5668\u53ef\u80fd\u4f1a\u8fdb\u884c\u4e00\u4e9b\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u6d88\u9664\u65e0\u7528\u7684\u4ee3\u7801\u3001\u5408\u5e76\u5e38\u91cf\u8868\u8fbe\u5f0f\u7b49\u3002\u8fd9\u4e9b\u4f18\u5316\u6709\u52a9\u4e8e\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u4e09\u3001\u89e3\u91ca\u5668\u6267\u884c<\/h2>\n<\/p>\n<p><p>Python\u89e3\u91ca\u5668\u8d1f\u8d23\u6267\u884c\u5b57\u8282\u7801\u3002Python\u7684\u89e3\u91ca\u5668\u4e3b\u8981\u662f\u901a\u8fc7\u6267\u884c\u5b57\u8282\u7801\u7684\u65b9\u5f0f\u6765\u8fd0\u884c\u7a0b\u5e8f\u3002<\/p>\n<\/p>\n<p><h3>1. Python\u865a\u62df\u673a<\/h3>\n<\/p>\n<p><p>Python\u865a\u62df\u673a\uff08Python Virtual Machine\uff0cPVM\uff09\u662f\u6267\u884c\u5b57\u8282\u7801\u7684\u6838\u5fc3\u7ec4\u4ef6\u3002PVM\u662f\u4e00\u4e2a\u57fa\u4e8e\u6808\u7684\u865a\u62df\u673a\uff0c\u5b83\u5c06\u5b57\u8282\u7801\u6307\u4ee4\u52a0\u8f7d\u5230\u6808\u4e0a\u6267\u884c\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u6808\u7ed3\u6784<\/strong>\uff1aPVM\u4f7f\u7528\u6808\u6765\u7ba1\u7406\u64cd\u4f5c\u6570\u548c\u4e2d\u95f4\u7ed3\u679c\u3002\u5b57\u8282\u7801\u6307\u4ee4\u901a\u8fc7\u64cd\u4f5c\u6808\u6765\u5b9e\u73b0\u8ba1\u7b97\u548c\u63a7\u5236\u6d41\u3002\u64cd\u4f5c\u6570\u88ab\u63a8\u5165\u6808\u4e2d\uff0c\u8fd0\u7b97\u7ed3\u679c\u4e5f\u5b58\u50a8\u5728\u6808\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6307\u4ee4\u6267\u884c<\/strong>\uff1aPVM\u6309\u987a\u5e8f\u8bfb\u53d6\u5b57\u8282\u7801\u6307\u4ee4\uff0c\u5e76\u5728\u6808\u4e0a\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u3002\u6bcf\u6761\u5b57\u8282\u7801\u6307\u4ee4\u5bf9\u5e94\u4e00\u4e2a\u7279\u5b9a\u7684\u64cd\u4f5c\uff0c\u5982\u52a0\u8f7d\u53d8\u91cf\u3001\u6267\u884c\u52a0\u6cd5\u8fd0\u7b97\u3001\u8df3\u8f6c\u63a7\u5236\u6d41\u7b49\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>2. \u5b57\u8282\u7801\u89e3\u91ca<\/h3>\n<\/p>\n<p><p>\u5b57\u8282\u7801\u89e3\u91ca\u662fPVM\u6267\u884c\u5b57\u8282\u7801\u6307\u4ee4\u7684\u8fc7\u7a0b\u3002\u5728\u8fd9\u4e00\u8fc7\u7a0b\u4e2d\uff0cPVM\u6839\u636e\u5b57\u8282\u7801\u6307\u4ee4\u7684\u7c7b\u578b\uff0c\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u6307\u4ee4\u89e3\u7801<\/strong>\uff1aPVM\u4ece\u5b57\u8282\u7801\u5e8f\u5217\u4e2d\u8bfb\u53d6\u4e00\u6761\u6307\u4ee4\uff0c\u5e76\u89e3\u7801\u5176\u64cd\u4f5c\u7801\u548c\u64cd\u4f5c\u6570\u3002\u64cd\u4f5c\u7801\u6307\u793a\u8981\u6267\u884c\u7684\u64cd\u4f5c\u7c7b\u578b\uff0c\u64cd\u4f5c\u6570\u63d0\u4f9b\u8be5\u64cd\u4f5c\u6240\u9700\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u64cd\u4f5c\u6267\u884c<\/strong>\uff1aPVM\u6839\u636e\u89e3\u7801\u7684\u6307\u4ee4\uff0c\u5728\u6808\u4e0a\u6267\u884c\u76f8\u5e94\u7684\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e\u4e00\u4e2a\u52a0\u6cd5\u6307\u4ee4\uff0cPVM\u4f1a\u4ece\u6808\u4e2d\u5f39\u51fa\u4e24\u4e2a\u64cd\u4f5c\u6570\uff0c\u6267\u884c\u52a0\u6cd5\u8fd0\u7b97\uff0c\u5e76\u5c06\u7ed3\u679c\u63a8\u5165\u6808\u4e2d\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u63a7\u5236\u6d41\u7ba1\u7406<\/strong>\uff1aPVM\u7ba1\u7406\u7a0b\u5e8f\u7684\u63a7\u5236\u6d41\uff0c\u5305\u62ec\u6761\u4ef6\u5206\u652f\u3001\u5faa\u73af\u3001\u51fd\u6570\u8c03\u7528\u7b49\u3002\u5b57\u8282\u7801\u6307\u4ee4\u53ef\u4ee5\u6539\u53d8\u6307\u4ee4\u6307\u9488\u7684\u4f4d\u7f6e\uff0c\u4ece\u800c\u5b9e\u73b0\u7a0b\u5e8f\u7684\u63a7\u5236\u6d41\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u56db\u3001\u5185\u5b58\u7ba1\u7406<\/h2>\n<\/p>\n<p><p>Python\u91c7\u7528\u81ea\u52a8\u5185\u5b58\u7ba1\u7406\u673a\u5236\uff0c\u8d1f\u8d23\u7ba1\u7406\u7a0b\u5e8f\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u4f7f\u7528\u7684\u5185\u5b58\u8d44\u6e90\u3002<\/p>\n<\/p>\n<p><h3>1. \u5f15\u7528\u8ba1\u6570<\/h3>\n<\/p>\n<p><p>Python\u4f7f\u7528\u5f15\u7528\u8ba1\u6570\u6765\u7ba1\u7406\u5185\u5b58\u4e2d\u7684\u5bf9\u8c61\u3002\u6bcf\u4e2a\u5bf9\u8c61\u90fd\u6709\u4e00\u4e2a\u5f15\u7528\u8ba1\u6570\uff0c\u8bb0\u5f55\u6307\u5411\u8be5\u5bf9\u8c61\u7684\u5f15\u7528\u6570\u91cf\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5f15\u7528\u589e\u52a0<\/strong>\uff1a\u5f53\u4e00\u4e2a\u5bf9\u8c61\u88ab\u8d4b\u503c\u7ed9\u4e00\u4e2a\u53d8\u91cf\uff0c\u6216\u8005\u88ab\u6dfb\u52a0\u5230\u4e00\u4e2a\u5bb9\u5668\u4e2d\u65f6\uff0c\u8be5\u5bf9\u8c61\u7684\u5f15\u7528\u8ba1\u6570\u589e\u52a0\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5f15\u7528\u51cf\u5c11<\/strong>\uff1a\u5f53\u4e00\u4e2a\u53d8\u91cf\u88ab\u5220\u9664\uff0c\u6216\u8005\u4e00\u4e2a\u5bf9\u8c61\u4ece\u5bb9\u5668\u4e2d\u79fb\u9664\u65f6\uff0c\u8be5\u5bf9\u8c61\u7684\u5f15\u7528\u8ba1\u6570\u51cf\u5c11\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5185\u5b58\u91ca\u653e<\/strong>\uff1a\u5f53\u5bf9\u8c61\u7684\u5f15\u7528\u8ba1\u6570\u964d\u4e3a\u96f6\u65f6\uff0cPython\u4f1a\u81ea\u52a8\u91ca\u653e\u8be5\u5bf9\u8c61\u5360\u7528\u7684\u5185\u5b58\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>2. \u5783\u573e\u56de\u6536<\/h3>\n<\/p>\n<p><p>\u9664\u4e86\u5f15\u7528\u8ba1\u6570\uff0cPython\u8fd8\u4f7f\u7528\u5783\u573e\u56de\u6536\u673a\u5236\u6765\u5904\u7406\u5faa\u73af\u5f15\u7528\u548c\u91ca\u653e\u672a\u88ab\u5f15\u7528\u7684\u5185\u5b58\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5faa\u73af\u5f15\u7528<\/strong>\uff1a\u5faa\u73af\u5f15\u7528\u662f\u6307\u4e24\u4e2a\u6216\u591a\u4e2a\u5bf9\u8c61\u4e92\u76f8\u5f15\u7528\uff0c\u5bfc\u81f4\u5b83\u4eec\u7684\u5f15\u7528\u8ba1\u6570\u65e0\u6cd5\u5f52\u96f6\u3002Python\u7684\u5783\u573e\u56de\u6536\u5668\u80fd\u591f\u68c0\u6d4b\u5e76\u5904\u7406\u5faa\u73af\u5f15\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u5783\u573e\u56de\u6536\u5668<\/strong>\uff1aPython\u7684\u5783\u573e\u56de\u6536\u5668\u5b9a\u671f\u626b\u63cf\u5185\u5b58\u4e2d\u7684\u5bf9\u8c61\uff0c\u8bc6\u522b\u672a\u88ab\u5f15\u7528\u7684\u5bf9\u8c61\uff0c\u5e76\u91ca\u653e\u5176\u5360\u7528\u7684\u5185\u5b58\u3002\u5783\u573e\u56de\u6536\u5668\u53ef\u4ee5\u901a\u8fc7\u8c03\u6574\u53c2\u6570\u6765\u63a7\u5236\u5176\u6267\u884c\u9891\u7387\u548c\u7b56\u7565\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u4e94\u3001\u4f18\u5316\u4e0e\u6027\u80fd\u63d0\u5347<\/h2>\n<\/p>\n<p><p>\u5728\u6267\u884cPython\u6e90\u4ee3\u7801\u65f6\uff0c\u7406\u89e3\u5982\u4f55\u8fdb\u884c\u4f18\u5316\u548c\u6027\u80fd\u63d0\u5347\u662f\u975e\u5e38\u91cd\u8981\u7684\u3002\u867d\u7136Python\u662f\u4e00\u79cd\u89e3\u91ca\u6027\u8bed\u8a00\uff0c\u4f46\u901a\u8fc7\u4e00\u4e9b\u6280\u5de7\uff0c\u6211\u4eec\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u7a0b\u5e8f\u7684\u8fd0\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h3>1. \u4f7f\u7528\u5185\u7f6e\u51fd\u6570\u548c\u5e93<\/h3>\n<\/p>\n<p><p>Python\u5185\u7f6e\u7684\u51fd\u6570\u548c\u5e93\u901a\u5e38\u662f\u7528C\u8bed\u8a00\u5b9e\u73b0\u7684\uff0c\u6027\u80fd\u66f4\u9ad8\u3002\u5728\u7f16\u5199Python\u4ee3\u7801\u65f6\uff0c\u4f18\u5148\u4f7f\u7528\u5185\u7f6e\u51fd\u6570\u548c\u6807\u51c6\u5e93\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5185\u7f6e\u51fd\u6570<\/strong>\uff1aPython\u63d0\u4f9b\u4e86\u8bb8\u591a\u9ad8\u6548\u7684\u5185\u7f6e\u51fd\u6570\uff0c\u5982<code>map()<\/code>\u3001<code>filter()<\/code>\u3001<code>sum()<\/code>\u7b49\uff0c\u8fd9\u4e9b\u51fd\u6570\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u65f6\u6bd4\u624b\u52a8\u7f16\u5199\u7684\u5faa\u73af\u8981\u5feb\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u6807\u51c6\u5e93<\/strong>\uff1aPython\u6807\u51c6\u5e93\u4e2d\u6709\u8bb8\u591a\u7ecf\u8fc7\u4f18\u5316\u7684\u6a21\u5757\uff0c\u5982<code>collections<\/code>\u3001<code>itertools<\/code>\u3001<code>math<\/code>\u7b49\uff0c\u4f7f\u7528\u5b83\u4eec\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>2. \u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97<\/h3>\n<\/p>\n<p><p>\u5728\u7f16\u5199Python\u7a0b\u5e8f\u65f6\uff0c\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6027\u80fd\u3002\u901a\u8fc7\u4f18\u5316\u7b97\u6cd5\u548c\u51cf\u5c11\u5197\u4f59\u64cd\u4f5c\uff0c\u80fd\u591f\u6709\u6548\u964d\u4f4e\u7a0b\u5e8f\u7684\u8fd0\u884c\u65f6\u95f4\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u7b97\u6cd5\u4f18\u5316<\/strong>\uff1a\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u548c\u7b97\u6cd5\uff0c\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u7a0b\u5e8f\u7684\u8ba1\u7b97\u590d\u6742\u5ea6\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u54c8\u5e0c\u8868\u4ee3\u66ff\u5217\u8868\u8fdb\u884c\u67e5\u627e\u64cd\u4f5c\uff0c\u53ef\u4ee5\u5c06\u65f6\u95f4\u590d\u6742\u5ea6\u4eceO(n)\u964d\u4f4e\u5230O(1)\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u7f13\u5b58\u7ed3\u679c<\/strong>\uff1a\u5bf9\u4e8e\u91cd\u590d\u8ba1\u7b97\u7684\u7ed3\u679c\uff0c\u53ef\u4ee5\u4f7f\u7528\u7f13\u5b58\u6280\u672f\uff08\u5982memoization\uff09\u6765\u907f\u514d\u91cd\u590d\u8ba1\u7b97\uff0c\u4ece\u800c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6548\u7387\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>3. \u4f7f\u7528\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b<\/h3>\n<\/p>\n<p><p>Python\u652f\u6301\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\u7f16\u7a0b\uff0c\u53ef\u4ee5\u5229\u7528\u591a\u6838\u5904\u7406\u5668\u7684\u80fd\u529b\u6765\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u591a\u7ebf\u7a0b<\/strong>\uff1a\u5bf9\u4e8eI\/O\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u591a\u7ebf\u7a0b\u53ef\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u54cd\u5e94\u901f\u5ea6\uff0c\u56e0\u4e3a\u7ebf\u7a0b\u53ef\u4ee5\u5728\u7b49\u5f85I\/O\u64cd\u4f5c\u5b8c\u6210\u65f6\u5207\u6362\u5230\u5176\u4ed6\u4efb\u52a1\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u591a\u8fdb\u7a0b<\/strong>\uff1a\u5bf9\u4e8eCPU\u5bc6\u96c6\u578b\u4efb\u52a1\uff0c\u591a\u8fdb\u7a0b\u53ef\u4ee5\u5229\u7528\u591a\u4e2aCPU\u6838\u5e76\u884c\u8ba1\u7b97\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u8ba1\u7b97\u80fd\u529b\u3002Python\u7684<code>multiprocessing<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u7b80\u5355\u6613\u7528\u7684\u63a5\u53e3\u6765\u5b9e\u73b0\u591a\u8fdb\u7a0b\u7f16\u7a0b\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>4. \u4f7f\u7528C\u6269\u5c55<\/h3>\n<\/p>\n<p><p>\u5bf9\u4e8e\u6027\u80fd\u8981\u6c42\u6781\u9ad8\u7684\u90e8\u5206\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528C\u8bed\u8a00\u7f16\u5199\u6269\u5c55\u6a21\u5757\uff0c\u5e76\u5728Python\u4e2d\u8c03\u7528\u3002C\u8bed\u8a00\u7684\u6267\u884c\u6548\u7387\u901a\u5e38\u6bd4Python\u9ad8\uff0c\u9002\u5408\u7528\u4e8e\u8ba1\u7b97\u5bc6\u96c6\u578b\u4efb\u52a1\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u7f16\u5199C\u6269\u5c55<\/strong>\uff1a\u901a\u8fc7\u4f7f\u7528Python\u7684C API\uff0c\u53ef\u4ee5\u7f16\u5199C\u8bed\u8a00\u6269\u5c55\u6a21\u5757\uff0c\u5c06\u5173\u952e\u7684\u8ba1\u7b97\u903b\u8f91\u5b9e\u73b0\u4e3aC\u51fd\u6570\uff0c\u7136\u540e\u5728Python\u4e2d\u8c03\u7528\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u4f7f\u7528Cython<\/strong>\uff1aCython\u662f\u4e00\u79cd\u5c06Python\u4ee3\u7801\u8f6c\u6362\u4e3aC\u4ee3\u7801\u7684\u5de5\u5177\uff0c\u4f7f\u7528Cython\u53ef\u4ee5\u5c06Python\u4ee3\u7801\u7f16\u8bd1\u4e3aC\u6269\u5c55\u6a21\u5757\uff0c\u4ece\u800c\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u516d\u3001\u5e38\u89c1\u7684\u9519\u8bef\u4e0e\u8c03\u8bd5<\/h2>\n<\/p>\n<p><p>\u5728\u6267\u884cPython\u6e90\u4ee3\u7801\u65f6\uff0c\u5e38\u89c1\u7684\u9519\u8bef\u7c7b\u578b\u5305\u62ec\u8bed\u6cd5\u9519\u8bef\u3001\u8fd0\u884c\u65f6\u9519\u8bef\u548c\u903b\u8f91\u9519\u8bef\u3002\u4e86\u89e3\u8fd9\u4e9b\u9519\u8bef\u7c7b\u578b\u53ca\u5176\u8c03\u8bd5\u65b9\u6cd5\uff0c\u6709\u52a9\u4e8e\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<p><h3>1. \u8bed\u6cd5\u9519\u8bef<\/h3>\n<\/p>\n<p><p>\u8bed\u6cd5\u9519\u8bef\u662f\u5728\u89e3\u6790\u9636\u6bb5\u68c0\u6d4b\u5230\u7684\u9519\u8bef\uff0c\u901a\u5e38\u7531\u4e8e\u4ee3\u7801\u4e0d\u7b26\u5408Python\u7684\u8bed\u6cd5\u89c4\u5219\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5e38\u89c1\u8bed\u6cd5\u9519\u8bef<\/strong>\uff1a\u7f3a\u5c11\u5192\u53f7\u3001\u62ec\u53f7\u4e0d\u5339\u914d\u3001\u7f29\u8fdb\u9519\u8bef\u7b49\u90fd\u662f\u5e38\u89c1\u7684\u8bed\u6cd5\u9519\u8bef\u3002Python\u89e3\u91ca\u5668\u4f1a\u5728\u89e3\u6790\u9636\u6bb5\u62a5\u544a\u8bed\u6cd5\u9519\u8bef\uff0c\u5e76\u7ed9\u51fa\u9519\u8bef\u4f4d\u7f6e\u548c\u63d0\u793a\u4fe1\u606f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8c03\u8bd5\u8bed\u6cd5\u9519\u8bef<\/strong>\uff1a\u67e5\u770bPython\u89e3\u91ca\u5668\u63d0\u4f9b\u7684\u9519\u8bef\u4fe1\u606f\uff0c\u68c0\u67e5\u4ee3\u7801\u4e2d\u53ef\u80fd\u7684\u8bed\u6cd5\u95ee\u9898\u3002\u4f7f\u7528\u4ee3\u7801\u7f16\u8f91\u5668\u7684\u8bed\u6cd5\u68c0\u67e5\u529f\u80fd\uff0c\u53ef\u4ee5\u5728\u7f16\u5199\u4ee3\u7801\u65f6\u81ea\u52a8\u68c0\u6d4b\u8bed\u6cd5\u9519\u8bef\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>2. \u8fd0\u884c\u65f6\u9519\u8bef<\/h3>\n<\/p>\n<p><p>\u8fd0\u884c\u65f6\u9519\u8bef\u662f\u5728\u4ee3\u7801\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u53d1\u751f\u7684\u9519\u8bef\uff0c\u901a\u5e38\u7531\u4e8e\u975e\u6cd5\u64cd\u4f5c\u6216\u4e0d\u5f53\u4f7f\u7528\u8d44\u6e90\u5bfc\u81f4\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5e38\u89c1\u8fd0\u884c\u65f6\u9519\u8bef<\/strong>\uff1aZeroDivisionError\uff08\u9664\u4ee5\u96f6\uff09\u3001IndexError\uff08\u7d22\u5f15\u8d85\u51fa\u8303\u56f4\uff09\u3001TypeError\uff08\u7c7b\u578b\u4e0d\u5339\u914d\uff09\u7b49\u90fd\u662f\u5e38\u89c1\u7684\u8fd0\u884c\u65f6\u9519\u8bef\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8c03\u8bd5\u8fd0\u884c\u65f6\u9519\u8bef<\/strong>\uff1a\u67e5\u770b\u9519\u8bef\u5806\u6808\u4fe1\u606f\uff0c\u786e\u5b9a\u9519\u8bef\u53d1\u751f\u7684\u4f4d\u7f6e\u548c\u539f\u56e0\u3002\u4f7f\u7528\u5f02\u5e38\u5904\u7406\uff08try-except\uff09\u6765\u6355\u83b7\u548c\u5904\u7406\u8fd0\u884c\u65f6\u9519\u8bef\uff0c\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u5065\u58ee\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>3. \u903b\u8f91\u9519\u8bef<\/h3>\n<\/p>\n<p><p>\u903b\u8f91\u9519\u8bef\u662f\u4ee3\u7801\u903b\u8f91\u4e0d\u6b63\u786e\u5bfc\u81f4\u7684\u9519\u8bef\uff0c\u901a\u5e38\u4e0d\u4f1a\u629b\u51fa\u5f02\u5e38\uff0c\u800c\u662f\u5bfc\u81f4\u7a0b\u5e8f\u8f93\u51fa\u9519\u8bef\u7ed3\u679c\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>\u5e38\u89c1\u903b\u8f91\u9519\u8bef<\/strong>\uff1a\u6761\u4ef6\u5224\u65ad\u9519\u8bef\u3001\u5faa\u73af\u63a7\u5236\u9519\u8bef\u3001\u53d8\u91cf\u8d4b\u503c\u9519\u8bef\u7b49\u90fd\u662f\u5e38\u89c1\u7684\u903b\u8f91\u9519\u8bef\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>\u8c03\u8bd5\u903b\u8f91\u9519\u8bef<\/strong>\uff1a\u901a\u8fc7\u5355\u6b65\u8c03\u8bd5\u3001\u6253\u5370\u53d8\u91cf\u503c\u3001\u6dfb\u52a0\u65ad\u70b9\u7b49\u65b9\u6cd5\uff0c\u9010\u6b65\u68c0\u67e5\u4ee3\u7801\u903b\u8f91\u3002\u4f7f\u7528\u5355\u5143\u6d4b\u8bd5\u6765\u9a8c\u8bc1\u4ee3\u7801\u7684\u6b63\u786e\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h3>4. \u8c03\u8bd5\u5de5\u5177<\/h3>\n<\/p>\n<p><p>Python\u63d0\u4f9b\u4e86\u591a\u79cd\u8c03\u8bd5\u5de5\u5177\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9a\u4f4d\u548c\u4fee\u590d\u4ee3\u7801\u4e2d\u7684\u9519\u8bef\u3002<\/p>\n<\/p>\n<ul>\n<li>\n<p><strong>pdb\u6a21\u5757<\/strong>\uff1aPython\u5185\u7f6e\u7684\u8c03\u8bd5\u5668\u6a21\u5757\uff0c\u63d0\u4f9b\u4e86\u8bbe\u7f6e\u65ad\u70b9\u3001\u5355\u6b65\u6267\u884c\u3001\u67e5\u770b\u53d8\u91cf\u503c\u7b49\u529f\u80fd\u3002\u901a\u8fc7<code>import pdb<\/code>\u548c<code>pdb.set_trace()<\/code>\uff0c\u53ef\u4ee5\u5728\u4ee3\u7801\u4e2d\u8bbe\u7f6e\u65ad\u70b9\uff0c\u542f\u52a8\u8c03\u8bd5\u6a21\u5f0f\u3002<\/p>\n<\/p>\n<\/li>\n<li>\n<p><strong>IDE\u8c03\u8bd5\u529f\u80fd<\/strong>\uff1a\u8bb8\u591a\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u63d0\u4f9b\u4e86\u53ef\u89c6\u5316\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u5982PyCharm\u3001Visual Studio Code\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u65ad\u70b9\u8bbe\u7f6e\u3001\u53d8\u91cf\u76d1\u89c6\u3001\u8c03\u7528\u6808\u67e5\u770b\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n<\/li>\n<\/ul>\n<p><h2>\u4e03\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u901a\u8fc7\u89e3\u6790\u548c\u7f16\u8bd1\u3001\u5b57\u8282\u7801\u751f\u6210\u3001\u89e3\u91ca\u5668\u6267\u884c\u548c\u5185\u5b58\u7ba1\u7406\uff0cPython\u6e90\u4ee3\u7801\u5f97\u4ee5\u987a\u5229\u6267\u884c\u3002\u7406\u89e3\u8fd9\u4e9b\u6267\u884c\u8fc7\u7a0b\uff0c\u6709\u52a9\u4e8e\u6211\u4eec\u7f16\u5199\u9ad8\u6548\u3001\u5065\u58ee\u7684Python\u7a0b\u5e8f\u3002\u901a\u8fc7\u4f18\u5316\u7b97\u6cd5\u3001\u4f7f\u7528\u5185\u7f6e\u51fd\u6570\u3001\u5229\u7528\u591a\u7ebf\u7a0b\u548c\u591a\u8fdb\u7a0b\uff0c\u4ee5\u53ca\u4f7f\u7528C\u6269\u5c55\uff0c\u6211\u4eec\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8Python\u7a0b\u5e8f\u7684\u6027\u80fd\u3002\u540c\u65f6\uff0c\u4e86\u89e3\u5e38\u89c1\u7684\u9519\u8bef\u7c7b\u578b\u53ca\u8c03\u8bd5\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u4ee3\u7801\u4e2d\u7684\u95ee\u9898\uff0c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u9760\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728\u672c\u5730\u8ba1\u7b97\u673a\u4e0a\u6267\u884cPython\u6e90\u4ee3\u7801\uff1f<\/strong><br \/>\u5728\u672c\u5730\u8ba1\u7b97\u673a\u4e0a\u6267\u884cPython\u6e90\u4ee3\u7801\uff0c\u9996\u5148\u9700\u8981\u786e\u4fdd\u5df2\u5b89\u88c5Python\u73af\u5883\u3002\u53ef\u4ee5\u4ecePython\u5b98\u65b9\u7f51\u7ad9\u4e0b\u8f7d\u5e76\u5b89\u88c5\u6700\u65b0\u7248\u672c\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u6253\u5f00\u547d\u4ee4\u884c\u6216\u7ec8\u7aef\uff0c\u5bfc\u822a\u5230\u5b58\u653ePython\u6587\u4ef6\u7684\u76ee\u5f55\uff0c\u8f93\u5165<code>python \u6587\u4ef6\u540d.py<\/code>\u6765\u8fd0\u884c\u4f60\u7684\u4ee3\u7801\u3002\u786e\u4fdd\u6587\u4ef6\u540d\u4ee5<code>.py<\/code>\u7ed3\u5c3e\uff0c\u5e76\u4e14\u4f7f\u7528\u6b63\u786e\u7684Python\u7248\u672c\u3002<\/p>\n<p><strong>\u6211\u5e94\u8be5\u4f7f\u7528\u54ea\u79cd\u6587\u672c\u7f16\u8f91\u5668\u6765\u7f16\u5199Python\u6e90\u4ee3\u7801\uff1f<\/strong><br \/>\u6709\u8bb8\u591a\u6587\u672c\u7f16\u8f91\u5668\u548c\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u9002\u5408\u7f16\u5199Python\u4ee3\u7801\u3002\u5e38\u7528\u7684\u9009\u62e9\u5305\u62ecVS Code\u3001PyCharm\u3001Atom\u548cSublime Text\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u901a\u5e38\u63d0\u4f9b\u8bed\u6cd5\u9ad8\u4eae\u3001\u4ee3\u7801\u8865\u5168\u548c\u8c03\u8bd5\u529f\u80fd\uff0c\u80fd\u591f\u63d0\u9ad8\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u3002<\/p>\n<p><strong>\u5982\u4f55\u8c03\u8bd5Python\u6e90\u4ee3\u7801\u4ee5\u627e\u5230\u9519\u8bef\uff1f<\/strong><br \/>\u8c03\u8bd5Python\u4ee3\u7801\u7684\u65b9\u5f0f\u6709\u5f88\u591a\u3002\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684<code>print()<\/code>\u51fd\u6570\u5728\u4ee3\u7801\u4e2d\u63d2\u5165\u8c03\u8bd5\u8bed\u53e5\uff0c\u67e5\u770b\u53d8\u91cf\u7684\u503c\u548c\u7a0b\u5e8f\u7684\u6267\u884c\u6d41\u7a0b\u3002\u6b64\u5916\uff0cPython\u63d0\u4f9b\u4e86<code>pdb<\/code>\u6a21\u5757\uff0c\u53ef\u4ee5\u5728\u4ee3\u7801\u4e2d\u8bbe\u7f6e\u65ad\u70b9\uff0c\u9010\u884c\u6267\u884c\u7a0b\u5e8f\u5e76\u68c0\u67e5\u72b6\u6001\u3002\u8bb8\u591aIDE\u4e5f\u63d0\u4f9b\u56fe\u5f62\u5316\u7684\u8c03\u8bd5\u5de5\u5177\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u76f4\u89c2\u5730\u627e\u5230\u95ee\u9898\u6240\u5728\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u6e90\u4ee3\u7801\u7684\u6267\u884c\u8fc7\u7a0b\u53ef\u4ee5\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u6b65\u9aa4\uff1a\u89e3\u6790\u548c\u7f16\u8bd1\u3001\u5b57\u8282\u7801\u751f\u6210\u3001\u89e3\u91ca\u5668\u6267\u884c\u3001\u5185\u5b58\u7ba1\u7406\u3002\u5728\u8fd9\u91cc\u6211\u4eec\u8be6\u7ec6 [&hellip;]","protected":false},"author":3,"featured_media":991322,"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\/991317"}],"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=991317"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/991317\/revisions"}],"predecessor-version":[{"id":991324,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/991317\/revisions\/991324"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/991322"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=991317"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=991317"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=991317"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}