{"id":22553,"date":"2024-11-25T14:59:59","date_gmt":"2024-11-25T06:59:59","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=22553"},"modified":"2024-11-25T14:59:59","modified_gmt":"2024-11-25T06:59:59","slug":"%e6%9c%8d%e5%8a%a1%e8%b0%83%e7%94%a8%e9%93%be%ef%bc%9a%e6%8f%ad%e5%bc%80%e6%95%b0%e5%ad%97%e5%8c%96%e6%9c%8d%e5%8a%a1%e8%83%8c%e5%90%8e%e7%9a%84%e7%a5%9e%e7%a7%98%e7%ba%bd%e5%b8%a6","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/22553.html","title":{"rendered":"\u670d\u52a1\u8c03\u7528\u94fe\uff1a\u63ed\u5f00\u6570\u5b57\u5316\u670d\u52a1\u80cc\u540e\u7684\u795e\u79d8\u7ebd\u5e26"},"content":{"rendered":"<p>\t\t\t\t<![CDATA[\n\n<p>\u5728\u5f53\u4eca\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6d6a\u6f6e\u4e2d\uff0c<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\uff08Service Call Chain\uff09\u4f5c\u4e3a\u4e00\u9879\u5173\u952e\u6280\u672f\uff0c\u9010\u6e10\u6210\u4e3a\u4f01\u4e1a\u6784\u5efa\u9ad8\u6548\u3001\u53ef\u9760\u670d\u52a1\u7684\u6838\u5fc3\u7ebd\u5e26\u3002\u5b83\u4e0d\u4ec5\u63ed\u793a\u4e86\u6570\u5b57\u5316\u670d\u52a1\u80cc\u540e\u7684\u590d\u6742\u4ea4\u4e92\u903b\u8f91\uff0c\u66f4\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4f18\u5316\u670d\u52a1\u67b6\u6784\u3001\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u7684\u5f3a\u5927\u5de5\u5177\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u670d\u52a1\u8c03\u7528\u94fe<\/a>\u7684\u6982\u5ff5\u3001\u539f\u7406\u3001\u5e94\u7528\u53ca\u5176\u5728\u73b0\u4ee3\u670d\u52a1\u4e1a\u4e2d\u7684\u91cd\u8981\u6027\u3002<\/p>\n\n\n\n\n<h3>\u4e00\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u57fa\u672c\u6982\u5ff5<\/h3>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\uff0c\u987e\u540d\u601d\u4e49\uff0c\u662f\u6307\u5728\u4e00\u6b21\u4e1a\u52a1\u8bf7\u6c42\u8fc7\u7a0b\u4e2d\uff0c\u591a\u4e2a\u670d\u52a1\u4e4b\u95f4\u76f8\u4e92\u8c03\u7528\u7684\u5173\u7cfb\u94fe\u3002\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u4e00\u4e2a\u590d\u6742\u7684\u4e1a\u52a1\u6d41\u7a0b\u5f80\u5f80\u9700\u8981\u591a\u4e2a\u670d\u52a1\u534f\u540c\u5b8c\u6210\uff0c\u8fd9\u4e9b\u670d\u52a1\u4e4b\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u5f62\u6210\u4e86\u4e00\u4e2a\u94fe\u6761\uff0c\u8bb0\u5f55\u4e86\u8bf7\u6c42\u7684\u5b8c\u6574\u8def\u5f84\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\/36Qsg.jpg\" width=1000><\/p>\n\n\n\n\n\n\n\n\n\n<h4>1.1 \u5fae\u670d\u52a1\u67b6\u6784\u7684\u5174\u8d77<\/h4>\n\n\n\n\n<p>\u5fae\u670d\u52a1\u67b6\u6784\uff08Microservices Architecture\uff09\u662f\u4e00\u79cd\u5c06\u5355\u4e00\u5e94\u7528\u7a0b\u5e8f\u62c6\u5206\u4e3a\u591a\u4e2a\u5c0f\u578b\u3001\u72ec\u7acb\u670d\u52a1\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002\u6bcf\u4e2a\u670d\u52a1\u8fd0\u884c\u5728\u81ea\u5df1\u7684\u8fdb\u7a0b\u4e2d\uff0c\u901a\u8fc7\u8f7b\u91cf\u7ea7\u7684\u901a\u4fe1\u673a\u5236\uff08\u5982HTTP RESTful API\uff09\u8fdb\u884c\u4ea4\u4e92\u3002\u8fd9\u79cd\u67b6\u6784\u6a21\u5f0f\u4f7f\u5f97\u7cfb\u7edf\u66f4\u52a0\u7075\u6d3b\u3001\u53ef\u6269\u5c55\uff0c\u4f46\u4e5f\u5e26\u6765\u4e86\u670d\u52a1\u95f4\u8c03\u7528\u5173\u7cfb\u7684\u590d\u6742\u6027\u3002<\/p>\n\n\n\n\n<h4>1.2 \u670d\u52a1\u8c03\u7528\u94fe\u7684\u5b9a\u4e49<\/h4>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\u662f\u6307\u5728\u4e00\u6b21\u4e1a\u52a1\u8bf7\u6c42\u4e2d\uff0c\u4ece\u7528\u6237\u53d1\u8d77\u8bf7\u6c42\u5230\u6700\u7ec8\u54cd\u5e94\u8fd4\u56de\uff0c\u6240\u6d89\u53ca\u7684\u6240\u6709\u670d\u52a1\u53ca\u5176\u8c03\u7528\u987a\u5e8f\u7684\u96c6\u5408\u3002\u5b83\u4e0d\u4ec5\u5305\u62ec\u670d\u52a1\u4e4b\u95f4\u7684\u76f4\u63a5\u8c03\u7528\u5173\u7cfb\uff0c\u8fd8\u6db5\u76d6\u4e86\u95f4\u63a5\u8c03\u7528\u548c\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n\n\n\n\n<h3>\u4e8c\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u539f\u7406\u4e0e\u6280\u672f\u5b9e\u73b0<\/h3>\n\n\n\n\n<p>\u7406\u89e3\u670d\u52a1\u8c03\u7528\u94fe\u7684\u539f\u7406\uff0c\u9700\u8981\u4ece\u5176\u6280\u672f\u5b9e\u73b0\u5165\u624b\u3002\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u5173\u952e\u73af\u8282\uff1a<\/p>\n\n\n\n\n<h4>2.1 <a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u6280\u672f<\/h4>\n\n\n\n\n<p><a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\uff08Distributed Tracing\uff09\u662f\u670d\u52a1\u8c03\u7528\u94fe\u5b9e\u73b0\u7684\u6838\u5fc3\u6280\u672f\u3002\u5b83\u901a\u8fc7\u5728\u6bcf\u6b21\u670d\u52a1\u8c03\u7528\u65f6\u751f\u6210\u5e76\u4f20\u9012\u552f\u4e00\u7684\u8ffd\u8e2a\u6807\u8bc6\uff08Trace ID\uff09\uff0c\u8bb0\u5f55\u8bf7\u6c42\u5728\u5404\u4e2a\u670d\u52a1\u95f4\u7684\u6d41\u8f6c\u8def\u5f84\u3002<\/p>\n\n\n\n\n<h5>2.1.1 \u8ffd\u8e2a\u6807\u8bc6\u7684\u751f\u6210\u4e0e\u4f20\u9012<\/h5>\n\n\n\n\n<p>\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u6bcf\u4e2a\u670d\u52a1\u5b9e\u4f8b\u90fd\u4f1a\u751f\u6210\u4e00\u4e2a\u552f\u4e00\u7684\u8ffd\u8e2a\u6807\u8bc6\uff0c\u5e76\u5728\u8c03\u7528\u5176\u4ed6\u670d\u52a1\u65f6\u5c06\u8be5\u6807\u8bc6\u4f20\u9012\u4e0b\u53bb\u3002\u8fd9\u6837\uff0c\u65e0\u8bba\u8bf7\u6c42\u7ecf\u8fc7\u591a\u5c11\u6b21\u670d\u52a1\u8c03\u7528\uff0c\u90fd\u53ef\u4ee5\u901a\u8fc7\u8ffd\u8e2a\u6807\u8bc6\u5c06\u6240\u6709\u8c03\u7528\u8bb0\u5f55\u5173\u8054\u8d77\u6765\u3002<\/p>\n\n\n\n\n<h5>2.1.2 \u8ffd\u8e2a\u6570\u636e\u7684\u6536\u96c6\u4e0e\u5b58\u50a8<\/h5>\n\n\n\n\n<p>\u5404\u4e2a\u670d\u52a1\u5b9e\u4f8b\u4f1a\u5c06\u8c03\u7528\u8bb0\u5f55\u53d1\u9001\u5230\u7edf\u4e00\u7684\u8ffd\u8e2a\u6570\u636e\u6536\u96c6\u7cfb\u7edf\uff0c\u5982Zipkin\u3001Jaeger\u7b49\u3002\u8fd9\u4e9b\u7cfb\u7edf\u8d1f\u8d23\u5b58\u50a8\u548c\u5206\u6790\u8ffd\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u7684\u8c03\u7528\u94fe\u8def\u56fe\u3002<\/p>\n\n\n\n\n<h4>2.2 \u65e5\u5fd7\u805a\u5408\u4e0e\u5206\u6790<\/h4>\n\n\n\n\n<p>\u9664\u4e86\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u65e5\u5fd7\u805a\u5408\u4e0e\u5206\u6790\u4e5f\u662f\u670d\u52a1\u8c03\u7528\u94fe\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\u3002\u6bcf\u4e2a\u670d\u52a1\u5b9e\u4f8b\u4f1a\u751f\u6210\u8be6\u7ec6\u7684\u65e5\u5fd7\u8bb0\u5f55\uff0c\u5305\u62ec\u8bf7\u6c42\u53c2\u6570\u3001\u54cd\u5e94\u7ed3\u679c\u3001\u8c03\u7528\u65f6\u95f4\u7b49\u4fe1\u606f\u3002\u901a\u8fc7\u65e5\u5fd7\u805a\u5408\u5de5\u5177\uff08\u5982ELK Stack\uff09\uff0c\u53ef\u4ee5\u5c06\u5206\u6563\u7684\u65e5\u5fd7\u6570\u636e\u96c6\u4e2d\u7ba1\u7406\uff0c\u4fbf\u4e8e\u540e\u7eed\u5206\u6790\u3002<\/p>\n\n\n\n\n<h4>2.3 \u670d\u52a1\u76d1\u63a7\u4e0e\u544a\u8b66<\/h4>\n\n\n\n\n<p>\u670d\u52a1\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u53ef\u4ee5\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u8c03\u7528\u94fe\u7684\u5065\u5eb7\u72b6\u51b5\uff0c\u53ca\u65f6\u53d1\u73b0\u5e76\u5904\u7406\u5f02\u5e38\u60c5\u51b5\u3002\u901a\u8fc7\u8bbe\u7f6e\u5408\u7406\u7684\u544a\u8b66\u89c4\u5219\uff0c\u53ef\u4ee5\u5728\u670d\u52a1\u51fa\u73b0\u95ee\u9898\u65f6\u7b2c\u4e00\u65f6\u95f4\u901a\u77e5\u76f8\u5173\u4eba\u5458\uff0c\u4fdd\u969c\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n\n\n\n\n<h3>\u4e09\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u5e94\u7528\u573a\u666f<\/h3>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\u6280\u672f\u5728\u591a\u4e2a\u9886\u57df\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\uff0c\u4ee5\u4e0b\u5217\u4e3e\u51e0\u4e2a\u5178\u578b\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n\n<h4>3.1 \u4e1a\u52a1\u6d41\u7a0b\u4f18\u5316<\/h4>\n\n\n\n\n<p>\u901a\u8fc7\u5206\u6790\u670d\u52a1\u8c03\u7528\u94fe\uff0c\u4f01\u4e1a\u53ef\u4ee5\u6e05\u6670\u5730\u4e86\u89e3\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u7684\u5404\u4e2a\u73af\u8282\uff0c\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u548c\u5197\u4f59\u8c03\u7528\uff0c\u4ece\u800c\u4f18\u5316\u4e1a\u52a1\u6d41\u7a0b\uff0c\u63d0\u5347\u7cfb\u7edf\u6548\u7387\u3002<\/p>\n\n\n\n\n<h4>3.2 \u6545\u969c\u5b9a\u4f4d\u4e0e\u6392\u67e5<\/h4>\n\n\n\n\n<p>\u5f53\u7cfb\u7edf\u51fa\u73b0\u6545\u969c\u65f6\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u53ef\u4ee5\u5e2e\u52a9\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6240\u5728\u7684\u670d\u52a1\u548c\u8c03\u7528\u8def\u5f84\uff0c\u7f29\u77ed\u6545\u969c\u6392\u67e5\u65f6\u95f4\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n\n<h4>3.3 \u6027\u80fd\u5206\u6790\u4e0e\u4f18\u5316<\/h4>\n\n\n\n\n<p>\u901a\u8fc7\u5bf9\u670d\u52a1\u8c03\u7528\u94fe\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u53ef\u4ee5\u8bc4\u4f30\u5404\u4e2a\u670d\u52a1\u7684\u54cd\u5e94\u65f6\u95f4\u548c\u8d44\u6e90\u6d88\u8017\u60c5\u51b5\uff0c\u627e\u51fa\u6027\u80fd\u74f6\u9888\uff0c\u8fdb\u884c\u9488\u5bf9\u6027\u7684\u4f18\u5316\u3002<\/p>\n\n\n\n\n<h4>3.4 \u5b89\u5168\u5ba1\u8ba1\u4e0e\u98ce\u63a7<\/h4>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\u8bb0\u5f55\u4e86\u8bf7\u6c42\u7684\u5b8c\u6574\u8def\u5f84\uff0c\u53ef\u4ee5\u4e3a\u5b89\u5168\u5ba1\u8ba1\u548c\u98ce\u9669\u63a7\u5236\u63d0\u4f9b\u91cd\u8981\u4f9d\u636e\u3002\u901a\u8fc7\u5206\u6790\u8c03\u7528\u94fe\u6570\u636e\uff0c\u53ef\u4ee5\u53d1\u73b0\u5f02\u5e38\u8bbf\u95ee\u548c\u6f5c\u5728\u7684\u5b89\u5168\u5a01\u80c1\u3002<\/p>\n\n\n\n\n<h3>\u56db\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u5b9e\u73b0\u5de5\u5177<\/h3>\n\n\n\n\n<p>\u5e02\u9762\u4e0a\u6709\u591a\u79cd\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u670d\u52a1\u8c03\u7528\u94fe\u7684\u8ffd\u8e2a\u548c\u7ba1\u7406\uff0c\u4ee5\u4e0b\u4ecb\u7ecd\u51e0\u79cd\u5e38\u7528\u7684\u5de5\u5177\uff1a<\/p>\n\n\n\n\n<h4>4.1 Zipkin<\/h4>\n\n\n\n\n<p>Zipkin\u662f\u7531Twitter\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u6846\u67b6\u3002\u5b83\u901a\u8fc7\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\u8ffd\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u53ef\u89c6\u5316\u7684\u8c03\u7528\u94fe\u8def\u56fe\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u51b5\u3002<\/p>\n\n\n\n\n<h4>4.2 Jaeger<\/h4>\n\n\n\n\n<p>Jaeger\u662f\u7531Uber\u5f00\u6e90\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u529f\u80fd\u4e0eZipkin\u7c7b\u4f3c\uff0c\u4f46\u63d0\u4f9b\u4e86\u66f4\u4e30\u5bcc\u7684\u67e5\u8be2\u548c\u6570\u636e\u5206\u6790\u529f\u80fd\u3002\u5b83\u652f\u6301\u591a\u79cd\u5b58\u50a8\u540e\u7aef\uff0c\u5982Cassandra\u3001Elasticsearch\u7b49\u3002<\/p>\n\n\n\n\n<h4>4.3 ELK Stack<\/h4>\n\n\n\n\n<p>ELK Stack\u662f\u7531Elasticsearch\u3001Logstash\u548cKibana\u7ec4\u6210\u7684\u65e5\u5fd7\u805a\u5408\u4e0e\u5206\u6790\u5e73\u53f0\u3002\u901a\u8fc7Logstash\u6536\u96c6\u65e5\u5fd7\u6570\u636e\uff0cElasticsearch\u8fdb\u884c\u5b58\u50a8\u548c\u7d22\u5f15\uff0cKibana\u63d0\u4f9b\u53ef\u89c6\u5316\u754c\u9762\uff0c\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u5bf9\u670d\u52a1\u8c03\u7528\u94fe\u7684\u5168\u9762\u76d1\u63a7\u3002<\/p>\n\n\n\n\n<h4>4.4 <a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a><\/h4>\n\n\n\n\n<p><a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u76d1\u63a7\u548c\u544a\u8b66\u7cfb\u7edf\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5fae\u670d\u52a1\u67b6\u6784\u7684\u76d1\u63a7\u3002\u5b83\u652f\u6301\u591a\u79cd\u6570\u636e\u91c7\u96c6\u65b9\u5f0f\uff0c\u63d0\u4f9b\u5f3a\u5927\u7684\u67e5\u8be2\u8bed\u8a00\u548c\u544a\u8b66\u529f\u80fd\uff0c\u53ef\u4ee5\u4e0e\u670d\u52a1\u8c03\u7528\u94fe\u8ffd\u8e2a\u5de5\u5177\u7ed3\u5408\u4f7f\u7528\uff0c\u5b9e\u73b0\u5168\u9762\u7684\u7cfb\u7edf\u76d1\u63a7\u3002<\/p>\n\n\n\n\n<h3>\u4e94\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u6311\u6218\u4e0e\u5e94\u5bf9\u7b56\u7565<\/h3>\n\n\n\n\n<p>\u5c3d\u7ba1\u670d\u52a1\u8c03\u7528\u94fe\u6280\u672f\u5728\u6570\u5b57\u5316\u670d\u52a1\u4e2d\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u4f46\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u4e5f\u9762\u4e34\u4e00\u4e9b\u6311\u6218\uff1a<\/p>\n\n\n\n\n<h4>5.1 \u6570\u636e\u91cf\u5e9e\u5927<\/h4>\n\n\n\n\n<p>\u5728\u5927\u578b\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u4ea7\u751f\u7684\u6570\u636e\u91cf\u975e\u5e38\u5e9e\u5927\uff0c\u7ed9\u6570\u636e\u5b58\u50a8\u548c\u5206\u6790\u5e26\u6765\u5f88\u5927\u538b\u529b\u3002\u5e94\u5bf9\u7b56\u7565\u5305\u62ec\u91c7\u7528\u9ad8\u6548\u7684\u6570\u636e\u5b58\u50a8\u65b9\u6848\uff08\u5982\u5206\u5e03\u5f0f\u6570\u636e\u5e93\uff09\u3001\u4f18\u5316\u6570\u636e\u91c7\u96c6\u548c\u4f20\u8f93\u673a\u5236\u7b49\u3002<\/p>\n\n\n\n\n<h4>5.2 \u8ffd\u8e2a\u7cbe\u5ea6\u4e0e\u6027\u80fd\u5e73\u8861<\/h4>\n\n\n\n\n<p>\u5206\u5e03\u5f0f\u8ffd\u8e2a\u9700\u8981\u5728\u6bcf\u6b21\u670d\u52a1\u8c03\u7528\u65f6\u751f\u6210\u548c\u4f20\u9012\u8ffd\u8e2a\u6807\u8bc6\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bf9\u7cfb\u7edf\u6027\u80fd\u4ea7\u751f\u4e00\u5b9a\u5f71\u54cd\u3002\u4f01\u4e1a\u9700\u8981\u5728\u8ffd\u8e2a\u7cbe\u5ea6\u548c\u7cfb\u7edf\u6027\u80fd\u4e4b\u95f4\u627e\u5230\u5e73\u8861\u70b9\uff0c\u4f8b\u5982\u901a\u8fc7\u91c7\u6837\u7b56\u7565\u51cf\u5c11\u8ffd\u8e2a\u6570\u636e\u7684\u751f\u6210\u91cf\u3002<\/p>\n\n\n\n\n<h4>5.3 \u591a\u8bed\u8a00\u591a\u6846\u67b6\u652f\u6301<\/h4>\n\n\n\n\n<p>\u73b0\u4ee3\u4f01\u4e1a\u5f80\u5f80\u91c7\u7528\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u6846\u67b6\u5f00\u53d1\u670d\u52a1\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u5de5\u5177\u9700\u8981\u652f\u6301\u591a\u79cd\u6280\u672f\u6808\uff0c\u624d\u80fd\u5b9e\u73b0\u5168\u9762\u7684\u8ffd\u8e2a\u3002\u9009\u62e9\u652f\u6301\u591a\u8bed\u8a00\u591a\u6846\u67b6\u7684\u5de5\u5177\uff0c\u6216\u901a\u8fc7\u9002\u914d\u5c42\u5b9e\u73b0\u4e0d\u540c\u6280\u672f\u6808\u7684\u517c\u5bb9\uff0c\u662f\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\u7684\u6709\u6548\u9014\u5f84\u3002<\/p>\n\n\n\n\n<h4>5.4 \u5b89\u5168\u6027\u4e0e\u9690\u79c1\u4fdd\u62a4<\/h4>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\u8bb0\u5f55\u4e86\u5927\u91cf\u7684\u4e1a\u52a1\u6570\u636e\uff0c\u6d89\u53ca\u7528\u6237\u9690\u79c1\u548c\u4f01\u4e1a\u654f\u611f\u4fe1\u606f\u3002\u4f01\u4e1a\u9700\u8981\u91c7\u53d6\u4e25\u683c\u7684\u5b89\u5168\u63aa\u65bd\uff0c\u786e\u4fdd\u8ffd\u8e2a\u6570\u636e\u7684\u5b58\u50a8\u548c\u4f20\u8f93\u5b89\u5168\uff0c\u9632\u6b62\u6570\u636e\u6cc4\u9732\u3002<\/p>\n\n\n\n\n<h3>\u516d\u3001\u670d\u52a1\u8c03\u7528\u94fe\u7684\u672a\u6765\u53d1\u5c55\u8d8b\u52bf<\/h3>\n\n\n\n\n<p>\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u6280\u672f\u4e5f\u5728\u4e0d\u65ad\u53d1\u5c55\uff0c\u672a\u6765\u53ef\u80fd\u5448\u73b0\u4ee5\u4e0b\u8d8b\u52bf\uff1a<\/p>\n\n\n\n\n<h4>6.1 \u81ea\u52a8\u5316\u4e0e\u667a\u80fd\u5316<\/h4>\n\n\n\n\n<p>\u672a\u6765\u7684\u670d\u52a1\u8c03\u7528\u94fe\u5de5\u5177\u5c06\u66f4\u52a0\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\uff0c\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u670d\u52a1\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u667a\u80fd\u5206\u6790\u8c03\u7528\u94fe\u6570\u636e\uff0c\u63d0\u4f9b\u66f4\u7cbe\u51c6\u7684\u6027\u80fd\u4f18\u5316\u548c\u6545\u969c\u6392\u67e5\u5efa\u8bae\u3002<\/p>\n\n\n\n\n<h4>6.2 \u4e0eAI\u6280\u672f\u7684\u878d\u5408<\/h4>\n\n\n\n\n<p>\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5f15\u5165\u670d\u52a1\u8c03\u7528\u94fe\u5206\u6790\uff0c\u53ef\u4ee5\u5b9e\u73b0\u66f4\u9ad8\u7ea7\u7684\u5f02\u5e38\u68c0\u6d4b\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\uff0c\u8fdb\u4e00\u6b65\u63d0\u5347\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n\n<h4>6.3 \u6807\u51c6\u5316\u4e0e\u5f00\u653e\u6027<\/h4>\n\n\n\n\n<p>\u968f\u7740\u670d\u52a1\u8c03\u7528\u94fe\u6280\u672f\u7684\u666e\u53ca\uff0c\u76f8\u5173\u7684\u6807\u51c6\u548c\u89c4\u8303\u5c06\u9010\u6b65\u5b8c\u5584\uff0c\u5de5\u5177\u4e4b\u95f4\u7684\u517c\u5bb9\u6027\u548c\u4e92\u64cd\u4f5c\u6027\u5c06\u5f97\u5230\u63d0\u5347\uff0c\u5f62\u6210\u4e00\u4e2a\u66f4\u52a0\u5f00\u653e\u7684\u6280\u672f\u751f\u6001\u3002<\/p>\n\n\n\n\n<h4>6.4 \u4e91\u539f\u751f\u652f\u6301<\/h4>\n\n\n\n\n<p>\u968f\u7740\u4e91\u539f\u751f\u67b6\u6784\u7684\u666e\u53ca\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u5de5\u5177\u5c06\u66f4\u597d\u5730\u652f\u6301\u5bb9\u5668\u5316\u3001\u5fae\u670d\u52a1\u5316\u548c\u52a8\u6001\u8c03\u5ea6\u7684\u7279\u6027\uff0c\u63d0\u4f9b\u66f4\u7075\u6d3b\u7684\u90e8\u7f72\u548c\u7ba1\u7406\u65b9\u5f0f\u3002<\/p>\n\n\n\n\n<h3>\u4e03\u3001\u7ed3\u8bed<\/h3>\n\n\n\n\n<p>\u670d\u52a1\u8c03\u7528\u94fe\u4f5c\u4e3a\u6570\u5b57\u5316\u670d\u52a1\u80cc\u540e\u7684\u795e\u79d8\u7ebd\u5e26\uff0c\u63ed\u793a\u4e86\u590d\u6742\u4e1a\u52a1\u6d41\u7a0b\u4e2d\u7684\u670d\u52a1\u4ea4\u4e92\u903b\u8f91\uff0c\u4e3a\u4f01\u4e1a\u63d0\u4f9b\u4e86\u4f18\u5316\u670d\u52a1\u67b6\u6784\u3001\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u7684\u91cd\u8981\u624b\u6bb5\u3002\u901a\u8fc7\u6df1\u5165\u4e86\u89e3\u5176\u539f\u7406\u3001\u5e94\u7528\u548c\u6311\u6218\uff0c\u4f01\u4e1a\u53ef\u4ee5\u66f4\u597d\u5730\u5229\u7528\u8fd9\u4e00\u6280\u672f\uff0c\u6784\u5efa\u9ad8\u6548\u3001\u53ef\u9760\u7684\u6570\u5b57\u5316\u670d\u52a1\u4f53\u7cfb\uff0c\u8fce\u63a5\u6570\u5b57\u5316\u8f6c\u578b\u7684\u6311\u6218\u4e0e\u673a\u9047\u3002\u672a\u6765\uff0c\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u8fdb\u6b65\uff0c\u670d\u52a1\u8c03\u7528\u94fe\u5c06\u5728\u66f4\u591a\u9886\u57df\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u6210\u4e3a\u4f01\u4e1a\u6570\u5b57\u5316\u8f6c\u578b\u7684\u5173\u952e\u652f\u6491\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":22554,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-22553","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\/22553","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=22553"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/22553\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/22554"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=22553"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=22553"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=22553"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}