{"id":31755,"date":"2024-11-26T11:56:03","date_gmt":"2024-11-26T03:56:03","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=23022"},"modified":"2024-11-26T11:56:03","modified_gmt":"2024-11-26T03:56:03","slug":"%e4%ba%86%e8%a7%a3%e5%88%86%e5%b8%83%e5%bc%8f%e8%bf%bd%e8%b8%aa%ef%bc%9a%e6%8f%90%e5%8d%87%e7%b3%bb%e7%bb%9f%e7%9a%84%e5%8f%af%e7%bb%b4%e6%8a%a4%e6%80%a7","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/31755.html","title":{"rendered":"\u4e86\u89e3\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff1a\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7ef4\u62a4\u6027"},"content":{"rendered":"

\t\t\t\t\u5728\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u4e2d\uff0c\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u548c\u4e91\u8ba1\u7b97\u7684\u5e7f\u6cdb\u5e94\u7528\uff0c\u7cfb\u7edf\u7684\u590d\u6742\u6027\u548c\u89c4\u6a21\u4e0d\u65ad\u589e\u52a0\u3002\u5982\u4f55\u6709\u6548\u5730\u76d1\u63a7\u548c\u7ba1\u7406\u8fd9\u4e9b\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u6210\u4e3a\u4e86\u5f00\u53d1\u8005\u548c\u7ba1\u7406\u5458\u9762\u4e34\u7684\u4e00\u5927\u6311\u6218\u3002\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u4f5c\u4e3a\u4e00\u79cd\u91cd\u8981\u7684\u76d1\u63a7\u624b\u6bb5\uff0c\u80fd\u591f\u5e2e\u52a9\u56e2\u961f\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u7684\u884c\u4e3a\uff0c\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7ef4\u62a4\u6027\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u7684\u6982\u5ff5\u3001\u539f\u7406\u3001\u5e38\u7528\u5de5\u5177\u53ca\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n\n\n\n\n

\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u57fa\u672c\u6982\u5ff5<\/h3>\n\n\n\n\n

\u5206\u5e03\u5f0f\u8ffd\u8e2a\u662f\u4e00\u79cd\u7528\u4e8e\u76d1\u63a7\u548c\u5206\u6790\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u8bf7\u6c42\u6d41\u7a0b\u7684\u6280\u672f\u3002\u5b83\u901a\u8fc7\u8ffd\u8e2a\u4e00\u4e2a\u8bf7\u6c42\u5728\u7cfb\u7edf\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u8c03\u7528\u8def\u5f84\uff0c\u8bb0\u5f55\u6bcf\u4e2a\u8c03\u7528\u7684\u8017\u65f6\u3001\u72b6\u6001\u7b49\u4fe1\u606f\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u4e86\u89e3\u7cfb\u7edf\u7684\u6574\u4f53\u6027\u80fd\u548c\u5404\u4e2a\u7ec4\u4ef6\u7684\u4ea4\u4e92\u60c5\u51b5\u3002<\/p>\n\n\n\n\n\n\n\n\n

<\/p>\n\n\n\n\n\n\n\n\n\n

\u6838\u5fc3\u672f\u8bed<\/h4>\n\n\n\n\n
    \n\n\n
  1. Trace\uff08\u8ffd\u8e2a\uff09<\/strong>\uff1a\u8868\u793a\u4e00\u4e2a\u8bf7\u6c42\u5728\u7cfb\u7edf\u4e2d\u7684\u5b8c\u6574\u8c03\u7528\u8def\u5f84\u3002<\/li>\n\n\n\n\n
  2. Span\uff08\u8de8\u5ea6\uff09<\/strong>\uff1a\u8ffd\u8e2a\u4e2d\u7684\u4e00\u4e2a\u57fa\u672c\u5355\u5143\uff0c\u8868\u793a\u4e00\u4e2a\u5177\u4f53\u7684\u64cd\u4f5c\u6216\u670d\u52a1\u8c03\u7528\u3002<\/li>\n\n\n\n\n
  3. Trace ID\uff08\u8ffd\u8e2aID\uff09<\/strong>\uff1a\u552f\u4e00\u6807\u8bc6\u4e00\u4e2a\u8ffd\u8e2a\u7684ID\uff0c\u6240\u6709\u76f8\u5173\u7684Span\u5171\u4eab\u540c\u4e00\u4e2aTrace ID\u3002<\/li>\n\n\n\n\n
  4. Span ID\uff08\u8de8\u5ea6ID\uff09<\/strong>\uff1a\u552f\u4e00\u6807\u8bc6\u4e00\u4e2aSpan\u7684ID\u3002<\/li>\n\n\n\n\n
  5. Parent Span\uff08\u7236\u8de8\u5ea6\uff09<\/strong>\uff1a\u4e00\u4e2aSpan\u53ef\u4ee5\u89e6\u53d1\u5176\u4ed6Span\uff0c\u89e6\u53d1\u5176\u4ed6Span\u7684Span\u79f0\u4e3a\u7236\u8de8\u5ea6\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

    \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u539f\u7406<\/h3>\n\n\n\n\n

    \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u57fa\u672c\u539f\u7406\u662f\u901a\u8fc7\u5728\u7cfb\u7edf\u7684\u5404\u4e2a\u670d\u52a1\u4e2d\u63d2\u5165\u8ffd\u8e2a\u4ee3\u7801\uff0c\u8bb0\u5f55\u6bcf\u4e2a\u8bf7\u6c42\u7684\u8c03\u7528\u8def\u5f84\u548c\u76f8\u5173\u4fe1\u606f\u3002\u5177\u4f53\u6b65\u9aa4\u5982\u4e0b\uff1a<\/p>\n\n\n\n\n

      \n\n\n
    1. \u8bf7\u6c42\u53d1\u8d77<\/strong>\uff1a\u5f53\u4e00\u4e2a\u8bf7\u6c42\u8fdb\u5165\u7cfb\u7edf\u65f6\uff0c\u751f\u6210\u4e00\u4e2a\u552f\u4e00\u7684Trace ID\u3002<\/li>\n\n\n\n\n
    2. Span\u751f\u6210<\/strong>\uff1a\u5728\u6bcf\u4e2a\u670d\u52a1\u8c03\u7528\u70b9\u751f\u6210\u4e00\u4e2aSpan\uff0c\u8bb0\u5f55\u8c03\u7528\u5f00\u59cb\u548c\u7ed3\u675f\u7684\u65f6\u95f4\u3001\u72b6\u6001\u7b49\u4fe1\u606f\u3002<\/li>\n\n\n\n\n
    3. Span\u5173\u8054<\/strong>\uff1a\u901a\u8fc7Trace ID\u5c06\u6240\u6709\u76f8\u5173\u7684Span\u5173\u8054\u8d77\u6765\uff0c\u5f62\u6210\u4e00\u4e2a\u5b8c\u6574\u7684\u8ffd\u8e2a\u3002<\/li>\n\n\n\n\n
    4. \u6570\u636e\u6536\u96c6<\/strong>\uff1a\u5c06\u751f\u6210\u7684\u8ffd\u8e2a\u6570\u636e\u53d1\u9001\u5230\u8ffd\u8e2a\u7cfb\u7edf\u8fdb\u884c\u5b58\u50a8\u548c\u5206\u6790\u3002<\/li>\n\n\n\n\n
    5. \u53ef\u89c6\u5316\u5c55\u793a<\/strong>\uff1a\u901a\u8fc7\u8ffd\u8e2a\u7cfb\u7edf\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u5c55\u793a\u8bf7\u6c42\u7684\u8c03\u7528\u8def\u5f84\u548c\u5404\u4e2aSpan\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

      \u5e38\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177<\/h3>\n\n\n\n\n

      \u76ee\u524d\u5e02\u573a\u4e0a\u6709\u5f88\u591a\u6210\u719f\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u5de5\u5177\uff1a<\/p>\n\n\n\n\n

      1. Zipkin<\/h4>\n\n\n\n\n

      Zipkin\u662f\u7531Twitter\u5f00\u6e90\u7684\u4e00\u4e2a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u5b83\u63d0\u4f9b\u4e86\u6536\u96c6\u3001\u5b58\u50a8\u548c\u53ef\u89c6\u5316\u8ffd\u8e2a\u6570\u636e\u7684\u5b8c\u6574\u89e3\u51b3\u65b9\u6848\u3002Zipkin\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u6613\u4e8e\u96c6\u6210\u548c\u4f7f\u7528\u3002<\/p>\n\n\n\n\n

      2. Jaeger<\/h4>\n\n\n\n\n

      Jaeger\u662f\u7531Uber\u5f00\u6e90\u7684\u4e00\u4e2a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u5b83\u57fa\u4e8eOpenTracing\u6807\u51c6\uff0c\u652f\u6301\u591a\u79cd\u5b58\u50a8\u540e\u7aef\uff08\u5982Cassandra\u3001Elasticsearch\u7b49\uff09\uff0c\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002<\/p>\n\n\n\n\n

      3. SkyWalking<\/a><\/h4>\n\n\n\n\n

      SkyWalking<\/a>\u662f\u7531Apache\u5f00\u6e90\u7684\u4e00\u4e2a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u7cfb\u7edf\uff0c\u5b83\u4e0d\u4ec5\u652f\u6301\u8ffd\u8e2a\uff0c\u8fd8\u63d0\u4f9b\u4e86Metrics\u3001Logging\u7b49\u591a\u79cd\u76d1\u63a7\u529f\u80fd\uff0c\u9002\u7528\u4e8e\u5fae\u670d\u52a1\u67b6\u6784\u3002<\/p>\n\n\n\n\n

      4. OpenTelemetry<\/h4>\n\n\n\n\n

      OpenTelemetry\u662f\u4e00\u4e2a\u7531CNCF\u652f\u6301\u7684\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u63d0\u4f9b\u7edf\u4e00\u7684\u8ffd\u8e2a\u3001Metrics\u548cLogging\u6807\u51c6\u3002\u5b83\u652f\u6301\u591a\u79cd\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u5177\u6709\u5f88\u597d\u7684\u6269\u5c55\u6027\u548c\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n\n

      \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u5e94\u7528\u573a\u666f<\/h3>\n\n\n\n\n

      \u5206\u5e03\u5f0f\u8ffd\u8e2a\u5728\u4ee5\u4e0b\u573a\u666f\u4e2d\u5177\u6709\u91cd\u8981\u4f5c\u7528\uff1a<\/p>\n\n\n\n\n

        \n\n\n
      1. \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u8ffd\u8e2a\u6570\u636e\uff0c\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\u3002<\/li>\n\n\n\n\n
      2. \u6545\u969c\u6392\u67e5<\/strong>\uff1a\u5728\u7cfb\u7edf\u51fa\u73b0\u95ee\u9898\u65f6\uff0c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6240\u5728\u7684\u7ec4\u4ef6\u548c\u670d\u52a1\u3002<\/li>\n\n\n\n\n
      3. \u5bb9\u91cf\u89c4\u5212<\/strong>\uff1a\u6839\u636e\u8ffd\u8e2a\u6570\u636e\uff0c\u8bc4\u4f30\u7cfb\u7edf\u7684\u8d1f\u8f7d\u60c5\u51b5\uff0c\u8fdb\u884c\u5408\u7406\u7684\u5bb9\u91cf\u89c4\u5212\u3002<\/li>\n\n\n\n\n
      4. \u670d\u52a1\u4f9d\u8d56\u5206\u6790<\/strong>\uff1a\u4e86\u89e3\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4f18\u5316\u7cfb\u7edf\u67b6\u6784\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

        \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u6700\u4f73\u5b9e\u8df5<\/h3>\n\n\n\n\n

        \u4e3a\u4e86\u66f4\u597d\u5730\u5229\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7ef4\u62a4\u6027\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6700\u4f73\u5b9e\u8df5\uff1a<\/p>\n\n\n\n\n

        1. \u6807\u51c6\u5316\u8ffd\u8e2a\u6570\u636e<\/h4>\n\n\n\n\n

        \u91c7\u7528\u7edf\u4e00\u7684\u8ffd\u8e2a\u6570\u636e\u683c\u5f0f\uff0c\u5982OpenTracing\u6216OpenTelemetry\u6807\u51c6\uff0c\u786e\u4fdd\u4e0d\u540c\u670d\u52a1\u548c\u5de5\u5177\u4e4b\u95f4\u7684\u6570\u636e\u517c\u5bb9\u6027\u3002<\/p>\n\n\n\n\n

        2. \u81ea\u52a8\u5316\u90e8\u7f72<\/h4>\n\n\n\n\n

        \u901a\u8fc7\u81ea\u52a8\u5316\u5de5\u5177\uff08\u5982CI\/CD\u7ba1\u9053\uff09\u5c06\u8ffd\u8e2a\u4ee3\u7801\u96c6\u6210\u5230\u5404\u4e2a\u670d\u52a1\u4e2d\uff0c\u786e\u4fdd\u8ffd\u8e2a\u529f\u80fd\u7684\u6301\u7eed\u53ef\u7528\u6027\u3002<\/p>\n\n\n\n\n

        3. \u91c7\u6837\u7b56\u7565<\/h4>\n\n\n\n\n

        \u6839\u636e\u7cfb\u7edf\u7684\u8d1f\u8f7d\u60c5\u51b5\uff0c\u5408\u7406\u914d\u7f6e\u91c7\u6837\u7387\uff0c\u907f\u514d\u8fc7\u591a\u7684\u8ffd\u8e2a\u6570\u636e\u5bf9\u7cfb\u7edf\u6027\u80fd\u9020\u6210\u5f71\u54cd\u3002<\/p>\n\n\n\n\n

        4. \u6570\u636e\u5b58\u50a8\u548c\u7ba1\u7406<\/h4>\n\n\n\n\n

        \u9009\u62e9\u5408\u9002\u7684\u5b58\u50a8\u540e\u7aef\uff08\u5982Elasticsearch\u3001Cassandra\u7b49\uff09\uff0c\u786e\u4fdd\u8ffd\u8e2a\u6570\u636e\u7684\u53ef\u9760\u5b58\u50a8\u548c\u9ad8\u6548\u67e5\u8be2\u3002<\/p>\n\n\n\n\n

        5. \u53ef\u89c6\u5316\u5206\u6790<\/h4>\n\n\n\n\n

        \u5229\u7528\u8ffd\u8e2a\u7cfb\u7edf\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u76f4\u89c2\u5c55\u793a\u8bf7\u6c42\u7684\u8c03\u7528\u8def\u5f84\u548c\u6027\u80fd\u6570\u636e\uff0c\u4fbf\u4e8e\u5206\u6790\u548c\u6392\u67e5\u95ee\u9898\u3002<\/p>\n\n\n\n\n

        6. \u96c6\u6210\u5176\u4ed6\u76d1\u63a7\u5de5\u5177<\/h4>\n\n\n\n\n

        \u5c06\u5206\u5e03\u5f0f\u8ffd\u8e2a\u4e0e\u5176\u4ed6\u76d1\u63a7\u5de5\u5177\uff08\u5982Prometheus<\/a>\u3001Grafana\u7b49\uff09\u96c6\u6210\uff0c\u5f62\u6210\u5168\u9762\u7684\u76d1\u63a7\u4f53\u7cfb\u3002<\/p>\n\n\n\n\n

        \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u5b9e\u9645\u6848\u4f8b<\/h3>\n\n\n\n\n

        \u4ee5\u4e0b\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\uff1a<\/p>\n\n\n\n\n

        \u67d0\u7535\u5546\u5e73\u53f0\u91c7\u7528\u5fae\u670d\u52a1\u67b6\u6784\uff0c\u5305\u542b\u8ba2\u5355\u670d\u52a1\u3001\u652f\u4ed8\u670d\u52a1\u3001\u5e93\u5b58\u670d\u52a1\u7b49\u591a\u4e2a\u670d\u52a1\u3002\u4e3a\u4e86\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7ef4\u62a4\u6027\uff0c\u56e2\u961f\u51b3\u5b9a\u5f15\u5165\u5206\u5e03\u5f0f\u8ffd\u8e2a\u3002<\/p>\n\n\n\n\n

          \n\n\n
        1. \n\n

          \u5de5\u5177\u9009\u62e9<\/strong>\uff1a\u56e2\u961f\u9009\u62e9\u4e86Jaeger\u4f5c\u4e3a\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\uff0c\u56e0\u4e3a\u5b83\u652f\u6301OpenTracing\u6807\u51c6\uff0c\u4e14\u6613\u4e8e\u96c6\u6210\u5230\u73b0\u6709\u7684Spring Boot\u670d\u52a1\u4e2d\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        2. \n\n

          \u96c6\u6210\u8ffd\u8e2a\u4ee3\u7801<\/strong>\uff1a\u5728\u6bcf\u4e2a\u670d\u52a1\u7684\u4ee3\u7801\u4e2d\u96c6\u6210Jaeger\u7684\u8ffd\u8e2a\u5e93\uff0c\u751f\u6210\u548c\u8bb0\u5f55\u8ffd\u8e2a\u6570\u636e\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        3. \n\n

          \u914d\u7f6e\u91c7\u6837\u7387<\/strong>\uff1a\u6839\u636e\u7cfb\u7edf\u7684\u8d1f\u8f7d\u60c5\u51b5\uff0c\u5c06\u91c7\u6837\u7387\u8bbe\u7f6e\u4e3a10%\uff0c\u65e2\u4fdd\u8bc1\u4e86\u8ffd\u8e2a\u6570\u636e\u7684\u8986\u76d6\u9762\uff0c\u53c8\u907f\u514d\u4e86\u8fc7\u591a\u7684\u6027\u80fd\u5f00\u9500\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        4. \n\n

          \u6570\u636e\u5b58\u50a8<\/strong>\uff1a\u5c06\u8ffd\u8e2a\u6570\u636e\u5b58\u50a8\u5728Elasticsearch\u4e2d\uff0c\u5229\u7528Elasticsearch\u7684\u9ad8\u6548\u67e5\u8be2\u80fd\u529b\uff0c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        5. \n\n

          \u53ef\u89c6\u5316\u5206\u6790<\/strong>\uff1a\u901a\u8fc7Jaeger\u7684Web\u754c\u9762\uff0c\u56e2\u961f\u53ef\u4ee5\u76f4\u89c2\u5730\u67e5\u770b\u8bf7\u6c42\u7684\u8c03\u7528\u8def\u5f84\u548c\u5404\u4e2aSpan\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u548c\u6545\u969c\u70b9\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ol>\n\n\n\n\n

          \u901a\u8fc7\u5f15\u5165\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u8be5\u7535\u5546\u5e73\u53f0\u7684\u7cfb\u7edf\u53ef\u7ef4\u62a4\u6027\u5f97\u5230\u4e86\u663e\u8457\u63d0\u5347\uff0c\u6545\u969c\u6392\u67e5\u65f6\u95f4\u7f29\u77ed\u4e8650%\uff0c\u7cfb\u7edf\u6027\u80fd\u4e5f\u5f97\u5230\u4e86\u4f18\u5316\u3002<\/p>\n\n\n\n\n

          \u5206\u5e03\u5f0f\u8ffd\u8e2a\u7684\u672a\u6765\u53d1\u5c55<\/h3>\n\n\n\n\n

          \u968f\u7740\u4e91\u8ba1\u7b97\u548c\u5fae\u670d\u52a1\u67b6\u6784\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u4e5f\u5728\u4e0d\u65ad\u6f14\u8fdb\u3002\u672a\u6765\u7684\u53d1\u5c55\u8d8b\u52bf\u5305\u62ec\uff1a<\/p>\n\n\n\n\n

            \n\n\n
          1. \u6807\u51c6\u5316<\/strong>\uff1aOpenTelemetry\u7b49\u6807\u51c6\u5316\u9879\u76ee\u7684\u63a8\u5e7f\uff0c\u5c06\u4f7f\u5206\u5e03\u5f0f\u8ffd\u8e2a\u66f4\u52a0\u7edf\u4e00\u548c\u517c\u5bb9\u3002<\/li>\n\n\n\n\n
          2. \u667a\u80fd\u5316<\/strong>\uff1a\u7ed3\u5408AI\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6027\u80fd\u4f18\u5316\u548c\u6545\u969c\u6392\u67e5\u3002<\/li>\n\n\n\n\n
          3. \u591a\u7ef4\u5ea6\u76d1\u63a7<\/strong>\uff1a\u5c06\u8ffd\u8e2a\u6570\u636e\u4e0eMetrics\u3001Logging\u7b49\u591a\u7ef4\u5ea6\u76d1\u63a7\u6570\u636e\u7ed3\u5408\uff0c\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u7cfb\u7edf\u89c6\u56fe\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

            \u7ed3\u8bed<\/h3>\n\n\n\n\n

            \u5206\u5e03\u5f0f\u8ffd\u8e2a\u4f5c\u4e3a\u4e00\u79cd\u91cd\u8981\u7684\u76d1\u63a7\u624b\u6bb5\uff0c\u80fd\u591f\u5e2e\u52a9\u56e2\u961f\u66f4\u597d\u5730\u7406\u89e3\u548c\u7ef4\u62a4\u590d\u6742\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002\u901a\u8fc7\u5408\u7406\u9009\u62e9\u548c\u4f7f\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\uff0c\u7ed3\u5408\u6700\u4f73\u5b9e\u8df5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u5347\u7cfb\u7edf\u7684\u53ef\u7ef4\u62a4\u6027\uff0c\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\uff0c\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u6545\u969c\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5c06\u5728\u672a\u6765\u7684\u7cfb\u7edf\u76d1\u63a7\u548c\u8fd0\u7ef4\u4e2d\u53d1\u6325\u66f4\u52a0\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5e0c\u671b\u672c\u6587\u80fd\u4e3a\u8bfb\u8005\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u53c2\u8003\uff0c\u5e2e\u52a9\u5927\u5bb6\u5728\u5b9e\u8df5\u4e2d\u66f4\u597d\u5730\u5e94\u7528\u5206\u5e03\u5f0f\u8ffd\u8e2a\u6280\u672f\u3002<\/p>\n\n\n]]>\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"

            \t\t\t\t\t\t<\/p>\n","protected":false},"author":5,"featured_media":23023,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-31755","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\/31755","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=31755"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/31755\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/23023"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=31755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=31755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=31755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}