{"id":180638,"date":"2024-05-08T20:39:22","date_gmt":"2024-05-08T12:39:22","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/180638.html"},"modified":"2024-05-08T20:39:27","modified_gmt":"2024-05-08T12:39:27","slug":"r%e8%af%ad%e8%a8%80%e4%b8%ba%e4%bb%80%e4%b9%88%e6%85%a2%ef%bc%8c%e6%9c%89%e6%b2%a1%e6%9c%89%e5%8f%af%e8%83%bd%e4%bc%98%e5%8c%96","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/180638.html","title":{"rendered":"R\u8bed\u8a00\u4e3a\u4ec0\u4e48\u6162\uff0c\u6709\u6ca1\u6709\u53ef\u80fd\u4f18\u5316"},"content":{"rendered":"

\"R\u8bed\u8a00\u4e3a\u4ec0\u4e48\u6162\uff0c\u6709\u6ca1\u6709\u53ef\u80fd\u4f18\u5316\"<\/p>\n

R\u8bed\u8a00\u4e4b\u6240\u4ee5\u6162\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5b83\u662f\u4e00\u79cd\u89e3\u91ca\u578b\u8bed\u8a00\u3001\u5176\u6570\u636e\u64cd\u4f5c\u901a\u5e38\u57fa\u4e8e\u6574\u4e2a\u5bf9\u8c61\u3001\u7f3a\u5c11\u539f\u751f\u7684\u591a\u7ebf\u7a0b\u652f\u6301\u3001\u4e14\u67d0\u4e9b\u64cd\u4f5c\u4f9d\u8d56\u4e8e\u51fd\u6570\u8c03\u5ea6\u673a\u5236\u3002\u7136\u800c\uff0c\u901a\u8fc7\u6539\u8fdb\u4ee3\u7801\u7684\u5411\u91cf\u5316\u3001\u4f7f\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5305\u3001\u7f16\u5199C\/C++\u6269\u5c55\u3001\u5e76\u884c\u8ba1\u7b97\u4ee5\u53ca\u9002\u5f53\u7684\u4ee3\u7801\u5256\u6790\u548c\u4f18\u5316\uff0c\u6709\u53ef\u80fd\u663e\u8457\u63d0\u9ad8R\u8bed\u8a00\u7684\u8fd0\u884c\u6548\u7387\u3002<\/strong> \u5176\u4e2d\uff0c\u4ee3\u7801\u7684\u5411\u91cf\u5316\u5c24\u4e3a\u5173\u952e\uff1aR\u8bed\u8a00\u5728\u8bbe\u8ba1\u65f6\u5c31\u9f13\u52b1\u4f7f\u7528\u5411\u91cf\u64cd\u4f5c\uff0c\u8fd9\u4e9b\u64cd\u4f5c\u5728\u5185\u90e8\u7ecf\u8fc7\u9ad8\u6548\u7684C\u8bed\u8a00\u5b9e\u73b0\uff0c\u56e0\u6b64\u4ee3\u7801\u7684\u5411\u91cf\u5316\u80fd\u591f\u51cf\u5c11\u5faa\u73af\u6b21\u6570\uff0c\u51cf\u5c11\u89e3\u91ca\u5668\u7684\u8c03\u7528\uff0c\u4ece\u800c\u52a0\u5feb\u4ee3\u7801\u7684\u6267\u884c\u901f\u5ea6\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5411\u91cf\u5316\u64cd\u4f5c<\/h3>\n<\/p>\n

R\u8bed\u8a00\u7684\u8bbe\u8ba1\u54f2\u5b66\u5f3a\u8c03\u6570\u636e\u7684\u5411\u91cf\u5316\u64cd\u4f5c\uff0c\u8be5\u7b56\u7565\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u4ee3\u7801\u6027\u80fd\u3002\u5411\u91cf\u5316\u6307\u4f7f\u7528\u6574\u4e2a\u5411\u91cf\u8fdb\u884c\u8ba1\u7b97\u800c\u975e\u9010\u5143\u7d20\u8fed\u4ee3\uff0c\u8fd9\u6837\u80fd\u6781\u5927\u964d\u4f4e\u5faa\u73af\u64cd\u4f5c\uff0c\u589e\u52a0\u4ee3\u7801\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5bf9\u4e24\u4e2a\u5411\u91cf\u7684\u76f8\u5e94\u5143\u7d20\u8fdb\u884c\u76f8\u52a0\uff0c\u5411\u91cf\u5316\u7684\u65b9\u6cd5\u5c31\u662f\u76f4\u63a5\u4f7f\u7528+<\/code>\u64cd\u4f5c\u7b26\uff0c\u800c\u975e\u7f16\u5199\u5faa\u73af\u9010\u4e2a\u76f8\u52a0\u3002<\/p>\n<\/p>\n

\u5411\u91cf\u5316\u7684\u5b9e\u73b0\u901a\u5e38\u662f\u4f9d\u9760\u5e95\u5c42\u9ad8\u6548\u7684C\u6216\u8005FORTRAN\u4ee3\u7801\u3002<\/strong> \u8fd9\u610f\u5473\u7740\uff0c\u5728\u7f16\u5199R\u4ee3\u7801\u65f6\uff0c\u82e5\u80fd\u5229\u7528\u5185\u5efa\u5411\u91cf\u5316\u51fd\u6570\u800c\u907f\u514d\u663e\u5f0f\u5faa\u73af\uff0c\u5c31\u80fd\u5229\u7528\u5230C\u8bed\u8a00\u7684\u6267\u884c\u6548\u7387\uff0c\u4ece\u800c\u63d0\u9ad8\u6574\u4f53\u6027\u80fd\u3002<\/p>\n<\/p>\n

\u4e8c\u3001\u4f7f\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5305<\/h3>\n<\/p>\n

R\u793e\u533a\u63d0\u4f9b\u4e86\u591a\u79cd\u9ad8\u6027\u80fd\u8ba1\u7b97\u5305\u548c\u6846\u67b6\u7528\u4e8e\u4f18\u5316\u548c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002\u4f8b\u5982\uff0cdata.table<\/code>\u548cdplyr<\/code>\u5305\u5bf9\u4e8e\u6570\u636e\u64cd\u4f5c\u63d0\u4f9b\u4e86\u8d85\u8d8a\u57fa\u7840R\u529f\u80fd\u7684\u6027\u80fd\uff1bRcpp<\/code>\u63d0\u4f9b\u4e86\u4e00\u4e2a\u7b80\u5355\u7684API\u6765\u5c06C++\u4ee3\u7801\u96c6\u6210\u5230R\u4e2d\uff1b\u800cparallel<\/code>\u5e93\u5c06\u4efb\u52a1\u62c6\u5206\u5230\u591a\u4e2a\u5904\u7406\u5668\u6838\u5fc3\u4e0a\u6267\u884c\u3002<\/p>\n<\/p>\n

\u8fd9\u4e9b\u5305\u7ecf\u8fc7\u4e13\u95e8\u4f18\u5316\uff0c\u80fd\u89e3\u51b3R\u8bed\u8a00\u5728\u6027\u80fd\u4e0a\u7684\u5c40\u9650\u3002<\/strong> \u901a\u8fc7\u4f7f\u7528\u8fd9\u4e9b\u5305\uff0c\u80fd\u591f\u4f7f\u5f97\u6570\u636e\u5904\u7406\u53d8\u5f97\u66f4\u52a0\u8fc5\u901f\uff0c\u5e76\u5145\u5206\u5229\u7528\u73b0\u4ee3\u786c\u4ef6\u7684\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n<\/p>\n

\u4e09\u3001\u7f16\u5199C\/C++\u6269\u5c55<\/h3>\n<\/p>\n

\u7531\u4e8e\u89e3\u91ca\u578b\u8bed\u8a00\u76f8\u5bf9\u7f16\u8bd1\u578b\u8bed\u8a00\u7684\u6027\u80fd\u5929\u7136\u52a3\u52bf\uff0cR\u8bed\u8a00\u5141\u8bb8\u5f00\u53d1\u8005\u76f4\u63a5\u7f16\u5199C\u6216C++\u4ee3\u7801\uff0c\u8fd9\u4e9b\u4ee3\u7801\u53ef\u4ee5\u7f16\u8bd1\u6210\u673a\u5668\u7801\uff0c\u63d0\u5347\u6027\u80fd\u3002\u901a\u8fc7Rcpp<\/code>\u5305\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u65e0\u7f1d\u5730\u96c6\u6210C++\u4ee3\u7801\u5230R\u4e2d\uff0c\u4f7f\u5f97\u6027\u80fd\u5173\u952e\u90e8\u5206\u8fd0\u884c\u66f4\u5feb\u3002<\/strong><\/p>\n<\/p>\n

\u7f16\u5199\u6269\u5c55\u4ee3\u7801\u9700\u8981\u6df1\u5165\u4e86\u89e3C\/C++\u8bed\u8a00\uff0c\u8fd9\u53ef\u80fd\u6bd4\u7eafR\u4ee3\u7801\u8981\u56f0\u96be\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u8017\u65f6\u7684\u8ba1\u7b97\u4efb\u52a1\uff0c\u8fd9\u4ecd\u7136\u662f\u4e00\u4e2a\u503c\u5f97\u6295\u8d44\u7684\u4f18\u5316\u65b9\u5411\u3002<\/p>\n<\/p>\n

\u56db\u3001\u5e76\u884c\u8ba1\u7b97<\/h3>\n<\/p>\n

\u5e76\u884c\u8ba1\u7b97\u662f\u6307\u540c\u65f6\u4f7f\u7528\u591a\u4e2a\u8ba1\u7b97\u6838\u5fc3\u6765\u6267\u884c\u4efb\u52a1\u3002R\u8bed\u8a00\u652f\u6301\u5e76\u884c\u8ba1\u7b97\uff0c\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u5b9e\u73b0\uff0c\u5982\u5229\u7528parallel<\/code>\u5305\u8fdb\u884c\u7b80\u5355\u7684\u5e76\u884c\u5316\uff0c\u6216\u8005\u4f7f\u7528\u5982foreach<\/code>\u3001future<\/code>\u7b49\u66f4\u9ad8\u7ea7\u7684\u5e76\u884c\u6846\u67b6\u3002<\/p>\n<\/p>\n

\u5c06\u4efb\u52a1\u5206\u6563\u5230\u591a\u6838\u5fc3\u4e0a\u6267\u884c\uff0c\u80fd\u591f\u663e\u8457\u63d0\u5347\u6267\u884c\u901f\u5ea6\uff0c\u5c24\u5176\u662f\u5728\u5904\u7406\u5927\u89c4\u6a21\u6570\u636e\u96c6\u65f6\u3002<\/strong> \u91cd\u8981\u7684\u662f\uff0c\u9700\u8981\u5408\u7406\u8bbe\u8ba1\u5e76\u884c\u7b56\u7565\u6765\u907f\u514d\u8bf8\u5982\u5185\u5b58\u7ade\u4e89\u548c\u540c\u6b65\u5f00\u9500\u4e4b\u7c7b\u7684\u95ee\u9898\u3002<\/p>\n<\/p>\n

\u4e94\u3001\u4ee3\u7801\u5256\u6790\u548c\u4f18\u5316<\/h3>\n<\/p>\n

\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u5728\u4e8e\u786e\u5b9a\u4ee3\u7801\u4e2d\u7684\u74f6\u9888\u3002R\u8bed\u8a00\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5256\u6790\u5de5\u5177\uff0c\u5982Rprof<\/code>\uff0cmicrobenchmark<\/code>\uff0c\u548cprofvis<\/code>\u5305\uff0c\u8fd9\u4e9b\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u627e\u5230\u8017\u65f6\u7684\u51fd\u6570\u548c\u4ee3\u7801\u6bb5\u3002<\/p>\n<\/p>\n

\u901a\u8fc7\u5256\u6790\uff0c\u5f00\u53d1\u8005\u4e0d\u4ec5\u80fd\u591f\u4e86\u89e3\u5230\u4ee3\u7801\u7684\u6027\u80fd\u74f6\u9888\uff0c\u800c\u4e14\u80fd\u591f\u786e\u5b9a\u4f18\u5316\u7684\u65b9\u5411\u3002<\/strong> \u7ecf\u5e38\u7684\u505a\u6cd5\u662f\u91cd\u5199\u6216\u4f18\u5316\u8fd9\u4e9b\u74f6\u9888\u90e8\u5206\uff0c\u53ef\u80fd\u662f\u5c06\u5176\u5411\u91cf\u5316\uff0c\u6216\u8005\u7528\u66f4\u5feb\u7684\u7b97\u6cd5\u6216\u6570\u636e\u7ed3\u6784\u66ff\u6362\u6389\u539f\u6709\u7684\u5b9e\u73b0\u3002<\/p>\n<\/p>\n

\u7efc\u4e0a\u6240\u8ff0\uff0c\u5c3d\u7ba1R\u8bed\u8a00\u7684\u8bbe\u8ba1\u51b3\u7b56\u548c\u8fd0\u884c\u673a\u5236\u5bfc\u81f4\u4e86\u5b83\u5728\u6027\u80fd\u4e0a\u7684\u5c40\u9650\u6027\uff0c\u901a\u8fc7\u5411\u91cf\u5316\u3001\u5229\u7528\u9ad8\u6027\u80fd\u8ba1\u7b97\u5305\u3001\u7f16\u5199C\/C++\u6269\u5c55\u3001\u5b9e\u884c\u5e76\u884c\u8ba1\u7b97\u3001\u8fdb\u884c\u4ed4\u7ec6\u7684\u4ee3\u7801\u5256\u6790\u548c\u4f18\u5316\u7b49\u65b9\u6cd5\uff0c\u90fd\u53ef\u4ee5\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u63d0\u5347R\u4ee3\u7801\u7684\u8fd0\u884c\u6548\u7387\u3002\u8fd9\u610f\u5473\u7740\uff0c\u5728\u5b9e\u9645\u4f7f\u7528\u4e2d\uff0c\u80fd\u591f\u901a\u8fc7\u8fd9\u4e9b\u7b56\u7565\u514b\u670dR\u8bed\u8a00\u7684\u6027\u80fd\u74f6\u9888\uff0c\u8fbe\u5230\u66f4\u5feb\u7684\u8ba1\u7b97\u901f\u5ea6\u3002<\/p>\n<\/p>\n

\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n

1. R\u8bed\u8a00\u6267\u884c\u901f\u5ea6\u8f83\u6162\u7684\u539f\u56e0\u662f\u4ec0\u4e48\uff1f\u5982\u4f55\u8fdb\u884c\u6027\u80fd\u4f18\u5316\uff1f<\/strong><\/p>\n

R\u8bed\u8a00\u6267\u884c\u901f\u5ea6\u8f83\u6162\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u662f\u5176\u4e3a\u89e3\u91ca\u578b\u8bed\u8a00\uff0c\u76f8\u5bf9\u4e8e\u7f16\u8bd1\u578b\u8bed\u8a00\u6765\u8bf4\uff0c\u89e3\u91ca\u578b\u8bed\u8a00\u9700\u8981\u5728\u8fd0\u884c\u65f6\u8fdb\u884c\u89e3\u91ca\u548c\u6267\u884c\u4ee3\u7801\uff0c\u5bfc\u81f4\u6267\u884c\u901f\u5ea6\u8f83\u6162\u3002\u6b64\u5916\uff0cR\u8bed\u8a00\u7684\u52a8\u6001\u7c7b\u578b\u4e5f\u4f1a\u964d\u4f4e\u6267\u884c\u6548\u7387\u3002<\/p>\n

\u8981\u4f18\u5316R\u8bed\u8a00\u7684\u6267\u884c\u901f\u5ea6\uff0c\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n

    \n
  • \u5408\u7406\u4f7f\u7528\u5411\u91cf\u5316\u64cd\u4f5c\uff1aR\u8bed\u8a00\u7684\u5411\u91cf\u5316\u64cd\u4f5c\u80fd\u591f\u5bf9\u6574\u4e2a\u5411\u91cf\u8fdb\u884c\u64cd\u4f5c\uff0c\u800c\u4e0d\u9700\u8981\u5faa\u73af\u904d\u5386\u6bcf\u4e2a\u5143\u7d20\uff0c\u56e0\u6b64\u80fd\u591f\u63d0\u5347\u6267\u884c\u6548\u7387\u3002<\/li>\n
  • \u4f7f\u7528\u77e9\u9635\u4ee3\u66ff\u5faa\u73af\uff1a\u5982\u679c\u4f7f\u7528\u5faa\u73af\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u77e9\u9635\u64cd\u4f5c\u4ee3\u66ff\uff0c\u56e0\u4e3a\u77e9\u9635\u64cd\u4f5c\u662f\u9ad8\u6548\u7684\u3002<\/li>\n
  • \u4f7f\u7528\u5e76\u884c\u8ba1\u7b97\uff1aR\u8bed\u8a00\u63d0\u4f9b\u4e86\u5e76\u884c\u8ba1\u7b97\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u540c\u65f6\u5229\u7528\u591a\u4e2a\u5904\u7406\u5668\u6838\u5fc3\uff0c\u52a0\u5feb\u8ba1\u7b97\u901f\u5ea6\u3002<\/li>\n
  • \u907f\u514d\u9891\u7e41\u7684\u5185\u5b58\u62f7\u8d1d\uff1a\u5728\u6267\u884c\u4ee3\u7801\u65f6\uff0c\u9891\u7e41\u8fdb\u884c\u5185\u5b58\u62f7\u8d1d\u4f1a\u6d88\u8017\u5927\u91cf\u7684\u65f6\u95f4\uff0c\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528in-place\u64cd\u4f5c\u6216\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u62f7\u8d1d\u8fc7\u7a0b\u6765\u63d0\u9ad8\u6267\u884c\u6548\u7387\u3002<\/li>\n
  • \u4f7f\u7528\u9002\u5f53\u7684\u6570\u636e\u7ed3\u6784\uff1a\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u80fd\u591f\u63d0\u9ad8\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\uff0c\u4f8b\u5982\u4f7f\u7528\u54c8\u5e0c\u8868\u4ee3\u66ff\u5217\u8868\u3002<\/li>\n<\/ul>\n

    2. \u6709\u6ca1\u6709\u5176\u4ed6\u65b9\u6cd5\u53ef\u4ee5\u4f18\u5316R\u8bed\u8a00\u7684\u6267\u884c\u901f\u5ea6\uff1f<\/strong><\/p>\n

    \u9664\u4e86\u4e0a\u8ff0\u63d0\u5230\u7684\u6027\u80fd\u4f18\u5316\u65b9\u6cd5\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u65b9\u6cd5\u53ef\u4ee5\u5e2e\u52a9\u6539\u5584R\u8bed\u8a00\u7684\u6267\u884c\u901f\u5ea6\uff1a<\/p>\n

      \n
    • \u4f7f\u7528\u5916\u90e8\u8bed\u8a00\u7684\u6269\u5c55\u5305\uff1aR\u8bed\u8a00\u5141\u8bb8\u4e0e\u5176\u4ed6\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c\u4ea4\u4e92\uff0c\u4f8b\u5982\u901a\u8fc7\u4f7f\u7528C\/C++\u8bed\u8a00\u7f16\u5199\u7684\u6269\u5c55\u5305\uff0c\u53ef\u4ee5\u901a\u8fc7\u8c03\u7528\u5e95\u5c42\u4f18\u5316\u7684\u51fd\u6570\u6765\u52a0\u901f\u8ba1\u7b97\u3002<\/li>\n
    • \u4f7f\u7528\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\uff1a\u9664\u4e86R\u8bed\u8a00\u81ea\u5e26\u7684\u5e76\u884c\u8ba1\u7b97\u529f\u80fd\u5916\uff0c\u8fd8\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u4e00\u4e9b\u4e13\u95e8\u7684\u5e76\u884c\u8ba1\u7b97\u6846\u67b6\uff0c\u5982\u4f7f\u7528Spark\u8fdb\u884c\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002<\/li>\n
    • \u9488\u5bf9\u7279\u5b9a\u95ee\u9898\u8fdb\u884c\u5b9a\u5236\u4f18\u5316\uff1a\u5bf9\u4e8e\u4e00\u4e9b\u7279\u5b9a\u7684\u8ba1\u7b97\u95ee\u9898\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u60c5\u51b5\u8bbe\u8ba1\u5b9a\u5236\u7684\u4f18\u5316\u7b97\u6cd5\u6216\u6570\u636e\u7ed3\u6784\uff0c\u4ee5\u63d0\u5347\u8ba1\u7b97\u6548\u7387\u3002<\/li>\n
    • \u4f7f\u7528\u5185\u5b58\u6620\u5c04\u6280\u672f\uff1a\u5c06\u6570\u636e\u6620\u5c04\u5230\u5185\u5b58\u4e2d\uff0c\u53ef\u4ee5\u907f\u514d\u9891\u7e41\u7684\u78c1\u76d8\u8bfb\u53d6\u548c\u5199\u5165\uff0c\u4ece\u800c\u63d0\u9ad8\u6267\u884c\u6548\u7387\u3002<\/li>\n<\/ul>\n

      3. R\u8bed\u8a00\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u5982\u4f55\u89e3\u51b3\u6267\u884c\u901f\u5ea6\u6162\u7684\u95ee\u9898\uff1f<\/strong><\/p>\n

      \u5982\u679c\u5728\u4f7f\u7528R\u8bed\u8a00\u65f6\u9047\u5230\u6267\u884c\u901f\u5ea6\u6162\u7684\u95ee\u9898\uff0c\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u51e0\u4e2a\u89e3\u51b3\u65b9\u6848\uff1a<\/p>\n

        \n
      • \u91cd\u65b0\u5ba1\u67e5\u4ee3\u7801\u903b\u8f91\uff1a\u68c0\u67e5\u4ee3\u7801\u662f\u5426\u5b58\u5728\u4e0d\u5fc5\u8981\u7684\u91cd\u590d\u8ba1\u7b97\uff0c\u662f\u5426\u53ef\u4ee5\u901a\u8fc7\u4f18\u5316\u7b97\u6cd5\u548c\u6570\u636e\u7ed3\u6784\u6765\u63d0\u9ad8\u6267\u884c\u6548\u7387\u3002<\/li>\n
      • \u5916\u90e8\u6269\u5c55\u5305\u7684\u5e94\u7528\uff1a\u5bfb\u627e\u9002\u5408\u5f53\u524d\u4efb\u52a1\u7684\u5916\u90e8\u6269\u5c55\u5305\uff0c\u5229\u7528\u5176\u5e95\u5c42\u4f18\u5316\u7684\u7b97\u6cd5\u548c\u51fd\u6570\uff0c\u6765\u52a0\u901f\u8ba1\u7b97\u3002<\/li>\n
      • \u6bb5\u843d\u5316\u6267\u884c\uff1a\u5c06\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u4ee3\u7801\u5206\u6210\u591a\u4e2a\u6bb5\u843d\u6267\u884c\uff0c\u4ee5\u4fbf\u5728\u8fd0\u884c\u8fc7\u7a0b\u4e2d\u53ca\u65f6\u68c0\u67e5\u7ed3\u679c\u548c\u8c03\u8bd5\u95ee\u9898\u3002<\/li>\n
      • \u4ee3\u7801\u5411\u91cf\u5316\uff1a\u5728\u5904\u7406\u6570\u636e\u65f6\uff0c\u5c3d\u91cf\u4f7f\u7528\u5411\u91cf\u5316\u64cd\u4f5c\uff0c\u907f\u514d\u4f7f\u7528\u5faa\u73af\u548c\u9010\u4e2a\u5143\u7d20\u5904\u7406\u7684\u65b9\u5f0f\u3002<\/li>\n
      • \u8bbe\u7f6e\u9002\u5f53\u7684\u5185\u5b58\u9650\u5236\uff1a\u6839\u636e\u8ba1\u7b97\u4efb\u52a1\u7684\u9700\u6c42\uff0c\u9002\u5f53\u8c03\u6574R\u8bed\u8a00\u7684\u5185\u5b58\u9650\u5236\uff0c\u4ee5\u907f\u514d\u8fc7\u5ea6\u6d88\u8017\u8d44\u6e90\u800c\u5bfc\u81f4\u6267\u884c\u901f\u5ea6\u4e0b\u964d\u3002
        \n\u4ee5\u4e0a\u90fd\u662f\u4f18\u5316R\u8bed\u8a00\u6267\u884c\u901f\u5ea6\u7684\u4e00\u4e9b\u65b9\u6cd5\u548c\u5efa\u8bae\uff0c\u6839\u636e\u5177\u4f53\u60c5\u51b5\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u8fdb\u884c\u4f18\u5316\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"R\u8bed\u8a00\u4e4b\u6240\u4ee5\u6162\uff0c\u4e3b\u8981\u662f\u56e0\u4e3a\u5b83\u662f\u4e00\u79cd\u89e3\u91ca\u578b\u8bed\u8a00\u3001\u5176\u6570\u636e\u64cd\u4f5c\u901a\u5e38\u57fa\u4e8e\u6574\u4e2a\u5bf9\u8c61\u3001\u7f3a\u5c11\u539f\u751f\u7684\u591a\u7ebf\u7a0b\u652f\u6301\u3001\u4e14\u67d0\u4e9b\u64cd\u4f5c\u4f9d\u8d56 […]","protected":false},"author":3,"featured_media":180645,"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\/180638"}],"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=180638"}],"version-history":[{"count":0,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/180638\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/180645"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=180638"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=180638"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=180638"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}