{"id":34685,"date":"2025-03-11T14:33:12","date_gmt":"2025-03-11T06:33:12","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=34685"},"modified":"2025-03-11T14:33:12","modified_gmt":"2025-03-11T06:33:12","slug":"%e5%88%86%e5%b8%83%e5%bc%8f%e8%bf%bd%e8%b8%aa%e5%b7%a5%e5%85%b7%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%a4%9a%e7%a7%8d%e7%bc%96%e7%a8%8b%e8%af%ad%e8%a8%80%e5%92%8c%e6%9c%8d%e5%8a%a1%e6%a1%86%e6%9e%b6","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/34685.html","title":{"rendered":"\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\u5982\u4f55\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u670d\u52a1\u6846\u67b6\uff1f"},"content":{"rendered":"

\n

\"\u5206\u5e03\u5f0f\u8ffd\u8e2a\u5de5\u5177\u5982\u4f55\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u670d\u52a1\u6846\u67b6\uff1f\"<\/p>\n<\/p>\n

\u3010\u524d\u8a00\u3011<\/strong>
\n\u5728\u5fae\u670d\u52a1\u4e0e\u4e91\u539f\u751f\u67b6\u6784\u5e2d\u5377\u6280\u672f\u9886\u57df\u7684\u4eca\u5929\uff0c\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u8bf7\u6c42\u53ef\u80fd\u8de8\u8d8a\u6570\u5341\u4e2a\u670d\u52a1\u8282\u70b9\u3002\u5982\u4f55\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff1f\u5982\u4f55\u5728\u590d\u6742\u7684\u8c03\u7528\u94fe\u4e2d\u7cbe\u51c6\u8ffd\u8e2a\u9519\u8bef\u6839\u6e90\uff1f\u8fd9\u6b63\u662f\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u5de5\u5177<\/strong>\u7684\u6838\u5fc3\u4f7f\u547d\u3002\u7136\u800c\uff0c\u968f\u7740\u6280\u672f\u6808\u7684\u591a\u6837\u5316\uff0c\u4f01\u4e1a\u9762\u4e34\u7684\u6311\u6218\u5df2\u4ece\u201c\u5982\u4f55\u8ffd\u8e2a\u201d\u6f14\u53d8\u4e3a\u201c\u5982\u4f55\u517c\u5bb9\u4e0d\u540c\u8bed\u8a00\u4e0e\u6846\u67b6\u201d\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u73b0\u4ee3\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u5de5\u5177\u5982\u4f55\u6253\u7834\u6280\u672f\u58c1\u5792\uff0c\u5b9e\u73b0\u8de8\u8bed\u8a00\u3001\u8de8\u6846\u67b6\u7684\u65e0\u7f1d\u652f\u6301\uff0c\u4e3a\u5f02\u6784\u7cfb\u7edf\u63d0\u4f9b\u5168\u5c40\u53ef\u89c2\u6d4b\u6027\u3002<\/p>\n

\n

\u4e00\u3001\u534f\u8bae\u6807\u51c6\u5316\uff1a\u6784\u5efa\u8de8\u8bed\u8a00\u4ea4\u4e92\u7684\u57fa\u77f3<\/strong><\/h3>\n

\u8981\u8ba9\u8ffd\u8e2a\u5de5\u5177\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u9996\u5148\u9700\u8981\u89e3\u51b3\u6570\u636e\u683c\u5f0f\u4e0e\u4f20\u8f93\u7684\u6807\u51c6\u5316\u95ee\u9898\u3002\u4ee5OpenTelemetry<\/a><\/strong>\uff08CNCF\u9879\u76ee\uff09\u4e3a\u4f8b\uff0c\u5176\u901a\u8fc7\u7edf\u4e00\u534f\u8bae\uff08\u5982OTLP\uff09\u5b9a\u4e49\u4e86\u8de8\u8bed\u8a00\u7684\u8ffd\u8e2a\u6570\u636e\u6a21\u578b\u3002\u65e0\u8bba\u662fJava\u3001Python\u8fd8\u662fGo\uff0c\u53ea\u8981\u9075\u5faaOTLP\u89c4\u8303\uff0c\u4e0d\u540c\u670d\u52a1\u4ea7\u751f\u7684\u8ffd\u8e2a\u6570\u636e\u90fd\u80fd\u88ab\u7edf\u4e00\u6536\u96c6\u548c\u5206\u6790\u3002<\/p>\n

\u8fd9\u79cd\u6807\u51c6\u5316\u8bbe\u8ba1\u5e26\u6765\u4e86\u4e24\u5927\u4f18\u52bf\uff1a<\/p>\n

    \n
  1. \u6570\u636e\u4e92\u901a\u6027<\/strong>\uff1a\u524d\u7aefJavaScript\u4e0e\u540e\u7aef\u7684Rust\u670d\u52a1\u53ef\u4ee5\u5171\u4eab\u540c\u4e00\u4efd\u8c03\u7528\u94fe\u4e0a\u4e0b\u6587\uff1b\n<\/li>\n
  2. \u5de5\u5177\u89e3\u8026<\/strong>\uff1a\u91c7\u96c6\u5668\uff08\u5982Jaeger\u3001Zipkin\uff09\u65e0\u9700\u9488\u5bf9\u7279\u5b9a\u8bed\u8a00\u5f00\u53d1\u9002\u914d\u5c42\uff0c\u53ea\u9700\u5bf9\u63a5\u6807\u51c6\u5316\u534f\u8bae\u3002\n<\/li>\n<\/ol>\n

    \u50cfW3C Trace Context<\/strong>\u8fd9\u6837\u7684\u5f00\u653e\u6807\u51c6\uff0c\u8fdb\u4e00\u6b65\u89c4\u8303\u4e86HTTP\u5934\u90e8\u4f20\u9012\u8ffd\u8e2a\u4fe1\u606f\u7684\u683c\u5f0f\uff0c\u786e\u4fdd\u4e0d\u540c\u670d\u52a1\u6846\u67b6\uff08\u5982Spring Cloud\u3001Django\u3001Express\uff09\u80fd\u81ea\u52a8\u4f20\u9012\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u907f\u514d\u624b\u52a8\u57cb\u70b9\u9020\u6210\u7684\u788e\u7247\u5316\u3002<\/p>\n

    \n

    \u4e8c\u3001\u63d2\u4ef6\u5316\u67b6\u6784\uff1a\u7075\u6d3b\u9002\u914d\u5f02\u6784\u6280\u672f\u6808<\/strong><\/h3>\n

    \u9762\u5bf9\u4e0d\u540c\u7f16\u7a0b\u8bed\u8a00\u7684\u8bed\u6cd5\u7279\u6027\u4e0e\u6846\u67b6\u5dee\u5f02\uff0c\u8ffd\u8e2a\u5de5\u5177\u666e\u904d\u91c7\u7528\u63d2\u4ef6\u5316\u8bbe\u8ba1<\/strong>\u3002\u4f8b\u5982\uff0cSkyWalking<\/a>\u901a\u8fc7\u201c\u63a2\u9488\uff08Agent\uff09\u201d\u673a\u5236\uff0c\u4e3aJava\u3001.NET\u3001Node.js\u7b49\u8bed\u8a00\u63d0\u4f9b\u8f7b\u91cf\u7ea7\u7684\u5b57\u8282\u7801\u6ce8\u5165\u65b9\u6848\u3002\u8fd9\u79cd\u975e\u4fb5\u5165\u5f0f\u8bbe\u8ba1\u65e0\u9700\u4fee\u6539\u4e1a\u52a1\u4ee3\u7801\uff0c\u5373\u53ef\u81ea\u52a8\u6355\u83b7HTTP\u8bf7\u6c42\u3001\u6570\u636e\u5e93\u8c03\u7528\u7b49\u5173\u952e\u8282\u70b9\u3002<\/p>\n

    \u5bf9\u4e8e\u65e0Agent\u652f\u6301\u7684\u73af\u5883\uff08\u5982PHP\u6216Python\u7684\u90e8\u5206\u6846\u67b6\uff09\uff0c\u5de5\u5177\u5382\u5546\u5219\u63d0\u4f9bSDK\u96c6\u6210\u5305<\/strong>\u3002\u5f00\u53d1\u8005\u53ea\u9700\u5f15\u5165\u7279\u5b9a\u5e93\u5e76\u914d\u7f6e\u5173\u952e\u57cb\u70b9\uff0c\u5373\u53ef\u5c06\u8ffd\u8e2a\u6570\u636e\u4e0a\u62a5\u81f3\u7edf\u4e00\u5e73\u53f0\u3002\u4ee5OpenTelemetry<\/a>\u7684Python SDK\u4e3a\u4f8b\uff0c\u901a\u8fc7\u88c5\u9970\u5668\uff08Decorator\uff09\u5373\u53ef\u5feb\u901f\u5305\u88c5Flask\u6216Django\u7684\u63a5\u53e3\u65b9\u6cd5\u3002<\/p>\n

    \u670d\u52a1\u7f51\u683c\uff08Service Mesh\uff09<\/strong>\u7684\u5174\u8d77\u4e3a\u65e0\u4ee3\u7801\u4fb5\u5165\u63d0\u4f9b\u4e86\u65b0\u601d\u8def\u3002Istio\u7ed3\u5408Envoy\u4ee3\u7406\uff0c\u53ef\u5728\u7f51\u7edc\u5c42\u81ea\u52a8\u6ce8\u5165\u8ffd\u8e2a\u6807\u8bc6\u7b26\uff0c\u9002\u7528\u4e8e\u4efb\u4f55\u57fa\u4e8eHTTP\/gRPC\u901a\u4fe1\u7684\u670d\u52a1\uff0c\u65e0\u8bba\u5176\u5185\u90e8\u91c7\u7528\u4f55\u79cd\u8bed\u8a00\u5b9e\u73b0\u3002<\/p>\n

    \n

    \u4e09\u3001\u6570\u636e\u91c7\u96c6\u4e0e\u4e0a\u4e0b\u6587\u4f20\u64ad\u7684\u5de5\u7a0b\u5b9e\u8df5<\/strong><\/h3>\n

    \u5728\u591a\u8bed\u8a00\u73af\u5883\u4e2d\uff0c\u4e0a\u4e0b\u6587\u4f20\u64ad\uff08Context Propagation\uff09<\/strong>\u7684\u53ef\u9760\u6027\u76f4\u63a5\u51b3\u5b9a\u8ffd\u8e2a\u94fe\u7684\u5b8c\u6574\u6027\u3002\u4ee5\u5206\u5e03\u5f0f\u7cfb\u7edf\u5e38\u89c1\u7684RPC\u8c03\u7528\u4e3a\u4f8b\uff1a<\/p>\n

      \n
    • \u5728Java\u751f\u6001\u4e2d\uff0cDubbo\u901a\u8fc7Filter\u673a\u5236\u81ea\u52a8\u900f\u4f20Trace ID\uff1b\n<\/li>\n
    • Go\u8bed\u8a00\u7684gRPC\u62e6\u622a\u5668\uff08Interceptor\uff09\u53ef\u52ab\u6301\u8bf7\u6c42\/\u54cd\u5e94\u6d41\uff0c\u6ce8\u5165\u4e0a\u4e0b\u6587\u5143\u6570\u636e\uff1b\n<\/li>\n
    • \u5bf9\u4e8e\u5f02\u6b65\u6d88\u606f\u961f\u5217\uff08\u5982Kafka\u3001RabbitMQ\uff09\uff0c\u5de5\u5177\u9700\u6269\u5c55\u6d88\u606f\u5934\u5b57\u6bb5\u4ee5\u643a\u5e26\u8ffd\u8e2a\u4fe1\u606f\u3002\n<\/li>\n<\/ul>\n

      \u4e0d\u540c\u8bed\u8a00\u7684\u7ebf\u7a0b\u6a21\u578b\u5dee\u5f02\u4e5f\u9700\u7279\u6b8a\u5904\u7406\u3002\u4f8b\u5982\uff0cNode.js\u7684\u5f02\u6b65I\/O\u6a21\u578b\u8981\u6c42\u8ffd\u8e2a\u5de5\u5177\u7ed1\u5b9a\u5230AsyncLocalStorage\uff0c\u800cJava\u7684\u7ebf\u7a0b\u6c60\u573a\u666f\u5219\u9700\u8981\u901a\u8fc7TransmittableThreadLocal\u4f20\u9012\u4e0a\u4e0b\u6587\u3002<\/p>\n

      \u5728\u6570\u636e\u91c7\u96c6\u5c42\u9762\uff0c\u6df7\u5408\u90e8\u7f72\u6a21\u5f0f<\/strong>\u9010\u6e10\u6210\u4e3a\u4e3b\u6d41\uff1a\u8f7b\u91cf\u7ea7Agent\u8d1f\u8d23\u672c\u5730\u6570\u636e\u805a\u5408\uff0c\u518d\u901a\u8fc7\u6279\u5904\u7406\u65b9\u5f0f\u4e0a\u62a5\u81f3\u4e2d\u5fc3\u670d\u52a1\u5668\u3002\u8fd9\u79cd\u65b9\u5f0f\u51cf\u5c11\u4e86\u5bf9\u4e1a\u52a1\u6027\u80fd\u7684\u5f71\u54cd\uff0c\u540c\u65f6\u517c\u5bb9\u8d44\u6e90\u53d7\u9650\u7684\u8fb9\u7f18\u8ba1\u7b97\u573a\u666f\u3002<\/p>\n

      \n

      \u56db\u3001\u793e\u533a\u751f\u6001\u4e0e\u5382\u5546\u652f\u6301\u7684\u534f\u540c\u6548\u5e94<\/strong><\/h3>\n

      \u5f00\u6e90\u793e\u533a\u5728\u8de8\u8bed\u8a00\u652f\u6301\u4e2d\u626e\u6f14\u4e86\u5173\u952e\u89d2\u8272\u3002\u4ee5Jaeger<\/strong>\u4e3a\u4f8b\uff0c\u5176\u5ba2\u6237\u7aef\u5e93\u8986\u76d6\u4e86\u4eceC++\u5230Ruby\u7684\u5341\u4f59\u79cd\u8bed\u8a00\uff0c\u4e14\u6bcf\u4e2a\u5b9e\u73b0\u5747\u9075\u5faa\u76f8\u540c\u7684API\u7ea6\u5b9a\u3002\u8fd9\u79cd\u201c\u5b98\u65b9\u7ef4\u62a4+\u793e\u533a\u8d21\u732e\u201d\u7684\u6a21\u5f0f\uff0c\u65e2\u80fd\u4fdd\u8bc1\u6838\u5fc3\u529f\u80fd\u7684\u7a33\u5b9a\u6027\uff0c\u53c8\u80fd\u5feb\u901f\u54cd\u5e94\u5c0f\u4f17\u8bed\u8a00\u7684\u9002\u914d\u9700\u6c42\u3002<\/p>\n

      \u4e91\u5382\u5546\u7684\u6258\u7ba1\u670d\u52a1\uff08\u5982AWS X-Ray\u3001\u963f\u91cc\u4e91ARMS\uff09\u5219\u8fdb\u4e00\u6b65\u964d\u4f4e\u4e86\u591a\u8bed\u8a00\u8ffd\u8e2a\u7684\u843d\u5730\u95e8\u69db\u3002\u901a\u8fc7\u63d0\u4f9b\u9884\u96c6\u6210\u63a2\u9488\u3001\u81ea\u52a8\u8bc6\u522b\u4e91\u8d44\u6e90\uff08\u5982Lambda\u51fd\u6570\u3001Kubernetes Pod\uff09\uff0c\u4f01\u4e1a\u65e0\u9700\u5173\u6ce8\u5e95\u5c42\u517c\u5bb9\u6027\u95ee\u9898\uff0c\u5373\u53ef\u5b9e\u73b0\u6df7\u5408\u4e91\u73af\u5883\u7684\u5168\u6808\u89c2\u6d4b\u3002<\/p>\n

      eBPF\u6280\u672f<\/strong>\u7684\u6210\u719f\u6b63\u5728\u6539\u53d8\u6570\u636e\u91c7\u96c6\u7684\u8303\u5f0f\u3002\u901a\u8fc7\u5185\u6838\u5c42\u62e6\u622a\u7cfb\u7edf\u8c03\u7528\uff0ceBPF\u53ef\u5b9e\u73b0\u65e0\u9700\u4fee\u6539\u4ee3\u7801\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\uff0c\u5c24\u5176\u9002\u7528\u4e8e\u65e0\u6cd5\u90e8\u7f72Agent\u7684\u9057\u7559\u7cfb\u7edf\u6216\u4e8c\u8fdb\u5236\u7a0b\u5e8f\u3002<\/p>\n

      \n

      \u4e94\u3001\u6848\u4f8b\uff1a\u4ece\u7406\u8bba\u5230\u843d\u5730\u7684\u6311\u6218\u4e0e\u7a81\u7834<\/strong><\/h3>\n

      \u67d0\u8de8\u5883\u7535\u5546\u5e73\u53f0\u66fe\u56e0Java\uff08\u8ba2\u5355\u670d\u52a1\uff09\u3001Go\uff08\u5e93\u5b58\u670d\u52a1\uff09\u3001Python\uff08\u63a8\u8350\u5f15\u64ce\uff09\u7684\u6df7\u5408\u6280\u672f\u6808\uff0c\u5bfc\u81f4\u6545\u969c\u6392\u67e5\u8017\u65f6\u957f\u8fbe\u6570\u5c0f\u65f6\u3002\u5f15\u5165\u517c\u5bb9OpenTelemetry\u7684\u8ffd\u8e2a\u5e73\u53f0<\/strong>\u540e\uff0c\u5176\u5b9e\u73b0\u4e86\uff1a<\/p>\n

        \n
      1. \u901a\u8fc7Java Agent\u81ea\u52a8\u57cb\u70b9Spring Boot\u63a5\u53e3\uff1b\n<\/li>\n
      2. \u5728Go\u670d\u52a1\u4e2d\u96c6\u6210gRPC\u62e6\u622a\u5668\u4e0a\u62a5\u94fe\u8def\u6570\u636e\uff1b\n<\/li>\n
      3. \u5bf9Python\u5f02\u6b65\u4efb\u52a1\uff08Celery\uff09\u4f7f\u7528SDK\u624b\u52a8\u6807\u8bb0\u5173\u952eSpan\u3002\n<\/li>\n<\/ol>\n

        \u5e73\u5747\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u4ece2\u5c0f\u65f6\u7f29\u77ed\u81f315\u5206\u949f\uff0c\u4e14\u8de8\u8bed\u8a00\u8c03\u7528\u94fe\u7684\u53ef\u89c6\u5316\u5e2e\u52a9\u53d1\u73b0\u4e86Go\u670d\u52a1\u56e0\u534f\u7a0b\u6cc4\u6f0f\u5bfc\u81f4\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n

        \n

        \u516d\u3001\u672a\u6765\u8d8b\u52bf\uff1a\u4e91\u539f\u751f\u4e0eAI\u9a71\u52a8\u7684\u667a\u80fd\u8ffd\u8e2a<\/strong><\/h3>\n

        \u968f\u7740Serverless\u4e0eFaaS\u7684\u666e\u53ca\uff0c\u8ffd\u8e2a\u5de5\u5177\u5f00\u59cb\u652f\u6301\u65e0\u670d\u52a1\u5668\u73af\u5883\u7684\u77ed\u751f\u547d\u5468\u671f\u51fd\u6570\u3002\u4f8b\u5982\uff0cAWS X-Ray\u4e0eLambda\u7684\u65e0\u7f1d\u96c6\u6210\uff0c\u53ef\u81ea\u52a8\u6355\u83b7\u6bcf\u6b21\u51fd\u6570\u6267\u884c\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n

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