{"id":29119,"date":"2024-11-08T11:25:33","date_gmt":"2024-11-08T03:25:33","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=20750"},"modified":"2024-11-08T11:25:33","modified_gmt":"2024-11-08T03:25:33","slug":"%e8%a7%a3%e8%af%bb%e5%85%a8%e6%a0%88%e5%8f%af%e8%a7%82%e6%b5%8b%ef%bc%9a%e5%a2%9e%e5%bc%ba%e6%8a%80%e6%9c%af%e5%8f%af%e9%9d%a0%e6%80%a7%e7%9a%84%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/29119.html","title":{"rendered":"\u89e3\u8bfb\u5168\u6808\u53ef\u89c2\u6d4b\uff1a\u589e\u5f3a\u6280\u672f\u53ef\u9760\u6027\u7684\u65b9\u6cd5"},"content":{"rendered":"<p>\t\t\t\t<![CDATA[\n\n<p>\u5728\u5f53\u4eca\u5feb\u901f\u53d1\u5c55\u7684\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u6280\u672f\u7684\u53ef\u9760\u6027\u5df2\u6210\u4e3a\u4f01\u4e1a\u6210\u529f\u7684\u5173\u952e\u56e0\u7d20\u4e4b\u4e00\u3002<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\u4f5c\u4e3a\u4e00\u79cd\u65b0\u5174\u7684\u6280\u672f\u7406\u5ff5\uff0c\u6b63\u5728\u9010\u6e10\u6210\u4e3a\u63d0\u5347\u6280\u672f\u53ef\u9760\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002\u672c\u6587\u5c06\u6df1\u5165\u89e3\u8bfb<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5168\u6808\u53ef\u89c2\u6d4b<\/a>\u6027\uff0c\u63a2\u8ba8\u5176\u5982\u4f55\u589e\u5f3a\u6280\u672f\u53ef\u9760\u6027\uff0c\u5e76\u63d0\u4f9b\u5177\u4f53\u7684\u65b9\u6cd5\u548c\u5b9e\u8df5\u6848\u4f8b\u3002<\/p>\n\n\n\n\n<h3>\u4e00\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u6982\u5ff5\u4e0e\u80cc\u666f<\/h3>\n\n\n\n\n<h4>1.1 \u4ec0\u4e48\u662f\u5168\u6808\u53ef\u89c2\u6d4b\u6027<\/h4>\n\n\n\n\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\uff08Full-Stack Observability\uff09\u662f\u6307\u901a\u8fc7\u6536\u96c6\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\u5e94\u7528\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u7f51\u7edc\u7684\u5404\u9879\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u5b9e\u73b0\u5bf9\u6574\u4e2a\u6280\u672f\u6808\u7684\u5168\u9762\u76d1\u63a7\u548c\u6d1e\u5bdf\u3002\u5176\u6838\u5fc3\u76ee\u6807\u662f\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u3001\u5b9e\u65f6\u7684\u89c6\u56fe\uff0c\u5e2e\u52a9\u5f00\u53d1\u548c\u8fd0\u7ef4\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u7cfb\u7edf\u4e2d\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n\n\n\n\n\n<p align=center><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/11\/9RxZ5g0F.jpg\" width=1000><\/p>\n\n\n\n\n\n\n\n\n\n<h4>1.2 \u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u80cc\u666f<\/h4>\n\n\n\n\n<p>\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u3001\u5bb9\u5668\u5316\u548c\u4e91\u539f\u751f\u6280\u672f\u7684\u666e\u53ca\uff0c\u73b0\u4ee3\u5e94\u7528\u7cfb\u7edf\u7684\u590d\u6742\u6027\u6025\u5267\u589e\u52a0\u3002\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u5df2\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5e94\u8fd0\u800c\u751f\u3002\u5b83\u4e0d\u4ec5\u5173\u6ce8\u5355\u4e2a\u7ec4\u4ef6\u7684\u5065\u5eb7\u72b6\u6001\uff0c\u66f4\u5f3a\u8c03\u7cfb\u7edf\u6574\u4f53\u7684\u884c\u4e3a\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n\n<h3>\u4e8c\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u6838\u5fc3\u8981\u7d20<\/h3>\n\n\n\n\n<h4>2.1 \u6307\u6807\uff08Metrics\uff09<\/h4>\n\n\n\n\n<p>\u6307\u6807\u662f\u8861\u91cf\u7cfb\u7edf\u6027\u80fd\u548c\u5065\u5eb7\u72b6\u51b5\u7684\u5173\u952e\u6570\u636e\u70b9\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u3001\u7f51\u7edc\u5ef6\u8fdf\u7b49\u3002\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u8fd9\u4e9b\u6307\u6807\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u7cfb\u7edf\u7684\u5f02\u5e38\u884c\u4e3a\u3002<\/p>\n\n\n\n\n<h4>2.2 \u65e5\u5fd7\uff08Logs\uff09<\/h4>\n\n\n\n\n<p>\u65e5\u5fd7\u8bb0\u5f55\u4e86\u7cfb\u7edf\u7684\u8fd0\u884c\u8f68\u8ff9\u548c\u4e8b\u4ef6\u4fe1\u606f\uff0c\u662f\u8bca\u65ad\u95ee\u9898\u7684\u76f4\u63a5\u8bc1\u636e\u3002\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\uff0c\u53ef\u4ee5\u4e86\u89e3\u7cfb\u7edf\u7684\u5177\u4f53\u64cd\u4f5c\u548c\u9519\u8bef\u539f\u56e0\u3002<\/p>\n\n\n\n\n<h4>2.3 \u8ffd\u8e2a\uff08Tracing\uff09<\/h4>\n\n\n\n\n<p>\u8ffd\u8e2a\u63d0\u4f9b\u4e86\u8bf7\u6c42\u5728\u7cfb\u7edf\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u548c\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n\n\n<h3>\u4e09\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5982\u4f55\u589e\u5f3a\u6280\u672f\u53ef\u9760\u6027<\/h3>\n\n\n\n\n<h4>3.1 \u5feb\u901f\u5b9a\u4f4d\u95ee\u9898<\/h4>\n\n\n\n\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u901a\u8fc7\u6574\u5408\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u9762\u7684\u7cfb\u7edf\u89c6\u56fe\u3002\u5f53\u7cfb\u7edf\u51fa\u73b0\u95ee\u9898\u65f6\uff0c\u8fd0\u7ef4\u56e2\u961f\u53ef\u4ee5\u8fc5\u901f\u5b9a\u4f4d\u5230\u5177\u4f53\u7684\u7ec4\u4ef6\u6216\u670d\u52a1\uff0c\u7f29\u77ed\u6545\u969c\u6392\u67e5\u65f6\u95f4\u3002<\/p>\n\n\n\n\n<h4>3.2 \u9884\u9632\u6027\u7ef4\u62a4<\/h4>\n\n\n\n\n<p>\u901a\u8fc7\u5bf9\u5386\u53f2\u6570\u636e\u7684\u5206\u6790\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u53ef\u4ee5\u5e2e\u52a9\u9884\u6d4b\u7cfb\u7edf\u53ef\u80fd\u51fa\u73b0\u7684\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u524d\u8fdb\u884c\u9884\u9632\u6027\u7ef4\u62a4\uff0c\u51cf\u5c11\u6545\u969c\u53d1\u751f\u7684\u6982\u7387\u3002<\/p>\n\n\n\n\n<h4>3.3 \u4f18\u5316\u7cfb\u7edf\u6027\u80fd<\/h4>\n\n\n\n\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e0d\u4ec5\u7528\u4e8e\u6545\u969c\u6392\u67e5\uff0c\u8fd8\u80fd\u5e2e\u52a9\u5f00\u53d1\u8005\u53d1\u73b0\u7cfb\u7edf\u7684\u6027\u80fd\u74f6\u9888\uff0c\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u4f18\u5316\uff0c\u63d0\u5347\u7cfb\u7edf\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n\n\n\n\n<h4>3.4 \u63d0\u5347\u5f00\u53d1\u6548\u7387<\/h4>\n\n\n\n\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u6570\u636e\u652f\u6301\uff0c\u5e2e\u52a9\u4ed6\u4eec\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u51cf\u5c11\u56e0\u4fe1\u606f\u4e0d\u8db3\u5bfc\u81f4\u7684\u5f00\u53d1\u9519\u8bef\u3002<\/p>\n\n\n\n\n<h3>\u56db\u3001\u5b9e\u73b0\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u65b9\u6cd5<\/h3>\n\n\n\n\n<h4>4.1 \u9009\u62e9\u5408\u9002\u7684\u5de5\u5177<\/h4>\n\n\n\n\n<p>\u5e02\u9762\u4e0a\u6709\u8bb8\u591a\u4f18\u79c0\u7684\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\uff0c\u5982<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u3001Grafana\u3001ELK Stack\u3001Jaeger\u7b49\u3002\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u662f\u5b9e\u73b0\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n\n<h4>4.2 \u6570\u636e\u91c7\u96c6\u4e0e\u5b58\u50a8<\/h4>\n\n\n\n\n<p><strong>\u6307\u6807\u91c7\u96c6<\/strong>\uff1a\u4f7f\u7528<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u7b49\u5de5\u5177\u81ea\u52a8\u91c7\u96c6\u7cfb\u7edf\u7684\u5404\u9879\u6307\u6807\u3002<\/p>\n\n\n\n\n<p><strong>\u65e5\u5fd7\u91c7\u96c6<\/strong>\uff1a\u901a\u8fc7\u65e5\u5fd7\u6536\u96c6\u5de5\u5177\u5982Fluentd\u3001Logstash\u5c06\u65e5\u5fd7\u6570\u636e\u96c6\u4e2d\u5b58\u50a8\u3002<\/p>\n\n\n\n\n<p><strong>\u8ffd\u8e2a\u91c7\u96c6<\/strong>\uff1a\u5229\u7528OpenTracing\u3001Jaeger\u7b49\u5de5\u5177\u5b9e\u73b0\u8bf7\u6c42\u8ffd\u8e2a\u3002<\/p>\n\n\n\n\n<h4>4.3 \u6570\u636e\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/h4>\n\n\n\n\n<p><strong>\u6307\u6807\u5206\u6790<\/strong>\uff1a\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5c06\u6307\u6807\u6570\u636e\u4ee5\u56fe\u8868\u5f62\u5f0f\u5c55\u793a\uff0c\u4fbf\u4e8e\u76d1\u63a7\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n<p><strong>\u65e5\u5fd7\u5206\u6790<\/strong>\uff1a\u5229\u7528ELK Stack\uff08Elasticsearch\u3001Logstash\u3001Kibana\uff09\u5bf9\u65e5\u5fd7\u6570\u636e\u8fdb\u884c\u68c0\u7d22\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n<p><strong>\u8ffd\u8e2a\u5206\u6790<\/strong>\uff1a\u901a\u8fc7Jaeger\u7b49\u5de5\u5177\u67e5\u770b\u8bf7\u6c42\u7684\u8c03\u7528\u94fe\u8def\uff0c\u5206\u6790\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n\n\n<h4>4.4 \u544a\u8b66\u4e0e\u81ea\u52a8\u5316<\/h4>\n\n\n\n\n<p><strong>\u8bbe\u7f6e\u544a\u8b66\u89c4\u5219<\/strong>\uff1a\u6839\u636e\u4e1a\u52a1\u9700\u6c42\u548c\u7cfb\u7edf\u7279\u6027\uff0c\u8bbe\u7f6e\u5408\u7406\u7684\u544a\u8b66\u89c4\u5219\uff0c\u53ca\u65f6\u53d1\u73b0\u5f02\u5e38\u3002<\/p>\n\n\n\n\n<p><strong>\u81ea\u52a8\u5316\u54cd\u5e94<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u5316\u811a\u672c\u6216\u5de5\u5177\uff0c\u5b9e\u73b0\u5bf9\u5e38\u89c1\u95ee\u9898\u7684\u81ea\u52a8\u4fee\u590d\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/p>\n\n\n\n\n<h3>\u4e94\u3001\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u6700\u4f73\u5b9e\u8df5<\/h3>\n\n\n\n\n<h4>5.1 \u5236\u5b9a\u53ef\u89c2\u6d4b\u6027\u7b56\u7565<\/h4>\n\n\n\n\n<p>\u5728\u9879\u76ee\u521d\u671f\uff0c\u5236\u5b9a\u660e\u786e\u7684\u53ef\u89c2\u6d4b\u6027\u7b56\u7565\uff0c\u5305\u62ec\u6570\u636e\u91c7\u96c6\u8303\u56f4\u3001\u5b58\u50a8\u65b9\u5f0f\u3001\u5206\u6790\u65b9\u6cd5\u548c\u544a\u8b66\u89c4\u5219\u7b49\u3002<\/p>\n\n\n\n\n<h4>5.2 \u6301\u7eed\u96c6\u6210\u4e0e\u90e8\u7f72<\/h4>\n\n\n\n\n<p>\u5c06\u53ef\u89c2\u6d4b\u6027\u5de5\u5177\u548c\u6d41\u7a0b\u96c6\u6210\u5230CI\/CD\u6d41\u7a0b\u4e2d\uff0c\u786e\u4fdd\u6bcf\u6b21\u90e8\u7f72\u90fd\u80fd\u81ea\u52a8\u751f\u6210\u76f8\u5e94\u7684\u76d1\u63a7\u6570\u636e\u3002<\/p>\n\n\n\n\n<h4>5.3 \u6587\u5316\u5efa\u8bbe<\/h4>\n\n\n\n\n<p>\u57f9\u517b\u56e2\u961f\u7684\u53ef\u89c2\u6d4b\u6027\u610f\u8bc6\uff0c\u9f13\u52b1\u5f00\u53d1\u548c\u8fd0\u7ef4\u4eba\u5458\u79ef\u6781\u53c2\u4e0e\u53ef\u89c2\u6d4b\u6027\u5efa\u8bbe\uff0c\u5f62\u6210\u826f\u597d\u7684\u534f\u4f5c\u6c1b\u56f4\u3002<\/p>\n\n\n\n\n<h4>5.4 \u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4<\/h4>\n\n\n\n\n<p>\u5728\u91c7\u96c6\u548c\u5206\u6790\u6570\u636e\u65f6\uff0c\u6ce8\u610f\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u548c\u7cfb\u7edf\u5b89\u5168\uff0c\u907f\u514d\u654f\u611f\u6570\u636e\u6cc4\u9732\u3002<\/p>\n\n\n\n\n<h3>\u516d\u3001\u6848\u4f8b\u5206\u6790<\/h3>\n\n\n\n\n<h4>6.1 \u6848\u4f8b\u4e00\uff1a\u67d0\u7535\u5546\u5e73\u53f0\u7684\u53ef\u89c2\u6d4b\u6027\u5b9e\u8df5<\/h4>\n\n\n\n\n<p><strong>\u80cc\u666f<\/strong>\uff1a\u8be5\u7535\u5546\u5e73\u53f0\u91c7\u7528\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u7cfb\u7edf\u590d\u6742\u5ea6\u9ad8\uff0c\u7ecf\u5e38\u51fa\u73b0\u6027\u80fd\u74f6\u9888\u548c\u6545\u969c\u3002<\/p>\n\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n\n<ol>\n\n\n<li><strong>\u6307\u6807\u76d1\u63a7<\/strong>\uff1a\u4f7f\u7528Prometheus\u548cGrafana\u76d1\u63a7\u5404\u9879\u6027\u80fd\u6307\u6807\u3002<\/li>\n\n\n\n\n<li><strong>\u65e5\u5fd7\u5206\u6790<\/strong>\uff1a\u90e8\u7f72ELK Stack\u8fdb\u884c\u65e5\u5fd7\u6536\u96c6\u548c\u5206\u6790\u3002<\/li>\n\n\n\n\n<li><strong>\u8bf7\u6c42\u8ffd\u8e2a<\/strong>\uff1a\u5f15\u5165Jaeger\u5b9e\u73b0\u5168\u94fe\u8def\u8ffd\u8e2a\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<p><strong>\u6548\u679c<\/strong>\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li>\u6545\u969c\u6392\u67e5\u65f6\u95f4\u7f29\u77ed\u4e8650%\u3002<\/li>\n\n\n\n\n<li>\u7cfb\u7edf\u6027\u80fd\u63d0\u5347\u4e8630%\u3002<\/li>\n\n\n\n\n<li>\u5f00\u53d1\u548c\u8fd0\u7ef4\u56e2\u961f\u7684\u534f\u4f5c\u6548\u7387\u663e\u8457\u63d0\u9ad8\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>6.2 \u6848\u4f8b\u4e8c\uff1a\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u53ef\u89c2\u6d4b\u6027\u5efa\u8bbe<\/h4>\n\n\n\n\n<p><strong>\u80cc\u666f<\/strong>\uff1a\u8be5\u516c\u53f8\u4e1a\u52a1\u6d89\u53ca\u5927\u91cf\u91d1\u878d\u4ea4\u6613\uff0c\u5bf9\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u8981\u6c42\u6781\u9ad8\u3002<\/p>\n\n\n\n\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n\n\n\n\n<ol>\n\n\n<li><strong>\u5168\u9762\u76d1\u63a7<\/strong>\uff1a\u91c7\u7528\u7efc\u5408\u6027\u7684<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0<\/a>\uff0c\u8986\u76d6\u5e94\u7528\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u7f51\u7edc\u5b89\u5168\u3002<\/li>\n\n\n\n\n<li><strong>\u667a\u80fd\u544a\u8b66<\/strong>\uff1a\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u544a\u8b66\u673a\u5236\u3002<\/li>\n\n\n\n\n<li><strong>\u81ea\u52a8\u5316\u54cd\u5e94<\/strong>\uff1a\u5f00\u53d1\u81ea\u52a8\u5316\u811a\u672c\uff0c\u5bf9\u5e38\u89c1\u95ee\u9898\u8fdb\u884c\u81ea\u52a8\u4fee\u590d\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<p><strong>\u6548\u679c<\/strong>\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li>\u7cfb\u7edf\u7a33\u5b9a\u6027\u63d0\u5347\u4e8640%\u3002<\/li>\n\n\n\n\n<li>\u6545\u969c\u54cd\u5e94\u65f6\u95f4\u51cf\u5c11\u4e8660%\u3002<\/li>\n\n\n\n\n<li>\u7528\u6237\u6ee1\u610f\u5ea6\u5927\u5e45\u63d0\u5347\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u4e03\u3001\u672a\u6765\u5c55\u671b<\/h3>\n\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u548c\u4e91\u8ba1\u7b97\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5c06\u8fce\u6765\u66f4\u591a\u7684\u521b\u65b0\u548c\u5e94\u7528\u3002\u672a\u6765\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u53ef\u80fd\u4f1a\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u53d6\u5f97\u7a81\u7834\uff1a<\/p>\n\n\n\n\n<ol>\n\n\n<li><strong>\u667a\u80fd\u5316\u5206\u6790<\/strong>\uff1a\u5229\u7528AI\u6280\u672f\uff0c\u5b9e\u73b0\u5bf9\u6d77\u91cf\u76d1\u63a7\u6570\u636e\u7684\u667a\u80fd\u5206\u6790\u548c\u9884\u6d4b\u3002<\/li>\n\n\n\n\n<li><strong>\u81ea\u52a8\u5316\u8fd0\u7ef4<\/strong>\uff1a\u901a\u8fc7\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5b9e\u73b0\u5bf9\u7cfb\u7edf\u95ee\u9898\u7684\u81ea\u52a8\u8bca\u65ad\u548c\u4fee\u590d\u3002<\/li>\n\n\n\n\n<li><strong>\u8de8\u5e73\u53f0\u6574\u5408<\/strong>\uff1a\u6253\u7834\u4e0d\u540c\u76d1\u63a7\u5de5\u5177\u4e4b\u95f4\u7684\u58c1\u5792\uff0c\u5b9e\u73b0\u6570\u636e\u7684\u65e0\u7f1d\u6574\u5408\u548c\u5171\u4eab\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h3>\u516b\u3001\u603b\u7ed3<\/h3>\n\n\n\n\n<p>\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4f5c\u4e3a\u4e00\u79cd\u5168\u9762\u3001\u7cfb\u7edf\u7684\u76d1\u63a7\u548c\u6d1e\u5bdf\u65b9\u6cd5\uff0c\u6b63\u5728\u6210\u4e3a\u63d0\u5347\u6280\u672f\u53ef\u9760\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u6574\u5408\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u4e0d\u4ec5\u80fd\u591f\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u8fd8\u80fd\u9884\u9632\u6027\u7ef4\u62a4\u548c\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\u3002\u4f01\u4e1a\u5728\u5b9e\u8df5\u4e2d\u5e94\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\uff0c\u5236\u5b9a\u660e\u786e\u7684\u7b56\u7565\uff0c\u5e76\u6ce8\u91cd\u6587\u5316\u5efa\u8bbe\uff0c\u4ee5\u786e\u4fdd\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u7684\u6709\u6548\u5b9e\u65bd\u3002\u672a\u6765\uff0c\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u5c06\u4e3a\u4f01\u4e1a\u5e26\u6765\u66f4\u591a\u7684\u4ef7\u503c\u548c\u53d1\u5c55\u673a\u9047\u3002<\/p>\n\n\n]]>\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\t\t\t\t<![CDATA[]]>\t\t<\/p>\n","protected":false},"author":5,"featured_media":20751,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-29119","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-discussion"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/29119","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=29119"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/29119\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/20751"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=29119"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=29119"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=29119"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}