{"id":37979,"date":"2025-04-23T02:59:04","date_gmt":"2025-04-22T18:59:04","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=37979"},"modified":"2025-04-23T02:59:04","modified_gmt":"2025-04-22T18:59:04","slug":"opentelemetry%e5%9c%a8%e7%89%a9%e8%81%94%e7%bd%91%e8%ae%be%e5%a4%87%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8%e6%a1%88%e4%be%8b%e6%98%af%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/37979.html","title":{"rendered":"OpenTelemetry\u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u662f\u4ec0\u4e48"},"content":{"rendered":"

\n

\"OpenTelemetry\u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u662f\u4ec0\u4e48\"<\/p>\n<\/p>\n

\u4e00\u3001 <\/h2>\n

\u7269\u8054\u7f51\uff08IoT\uff09\u5df2\u7ecf\u6210\u4e3a\u73b0\u4ee3\u79d1\u6280\u9886\u57df\u7684\u4e00\u4e2a\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u901a\u8fc7\u4e92\u8054\u7f51\u8fde\u63a5\u5404\u79cd\u8bbe\u5907\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u7ba1\u7406\u548c\u6570\u636e\u4ea4\u4e92\u3002\u968f\u7740\u7269\u8054\u7f51\u8bbe\u5907\u6570\u91cf\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u5982\u4f55\u9ad8\u6548\u5730\u76d1\u6d4b\u548c\u7ba1\u7406\u8fd9\u4e9b\u8bbe\u5907\u6210\u4e3a\u4e00\u9879\u6311\u6218\u3002OpenTelemetry\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4e00\u5957\u6807\u51c6\u5316\u7684\u5de5\u5177\u548cAPI\uff0c\u7528\u4e8e\u68c0\u6d4b\u3001\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u5305\u62ec\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u6570\u636e\uff0c\u4ece\u800c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u66f4\u597d\u5730\u7406\u89e3\u548c\u7ba1\u7406\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u51b5\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u63a2\u8ba8OpenTelemetry\u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\uff0c\u5c55\u793a\u5176\u5982\u4f55\u63d0\u5347\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u7ba1\u7406\u6548\u7387\u3002<\/p>\n

\u4e8c\u3001 \u8be6\u7ec6\u9610\u8ff0<\/h2>\n

1. OpenTelemetry\u7b80\u4ecb<\/strong><\/h2>\n

OpenTelemetry\u662f\u4e00\u4e2a\u5f00\u653e\u6e90\u4ee3\u7801\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u65e8\u5728\u4e3a\u4e91\u539f\u751f\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u6807\u51c6\u5316\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u548c\u5bfc\u51fa\u65b9\u6cd5\u3002\u5b83\u7531\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff08CNCF\uff09\u7ba1\u7406\uff0c\u6db5\u76d6\u4e86\u4e00\u7cfb\u5217\u5de5\u5177\u3001API\u548cSDK\uff0c\u7528\u4e8e\u751f\u6210\u548c\u6536\u96c6\u7cfb\u7edf\u7684\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u6570\u636e\u3002OpenTelemetry\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u63d0\u4f9b\u4e0e\u4f9b\u5e94\u5546\u65e0\u5173\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u8f7b\u677e\u5730\u5c06\u9065\u6d4b\u6570\u636e\u96c6\u6210\u5230\u5404\u79cd\u540e\u7aef\u5206\u6790\u5de5\u5177\u4e2d\uff0c\u5982Prometheus\u3001Jaeger\u548cGrafana\u7b49\u3002<\/p>\n

2. \u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b<\/strong><\/h2>\n

2.1 \u5b89\u5353\u5e94\u7528\u6570\u636e\u4e0a\u62a5<\/h2>\n

\u6848\u4f8b\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

\u5728\u79fb\u52a8\u5e94\u7528\u5f00\u53d1\u4e2d\uff0c\u7279\u522b\u662f\u5b89\u5353\u5e94\u7528\uff0c\u4e86\u89e3\u7528\u6237\u884c\u4e3a\u548c\u5e94\u7528\u6027\u80fd\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7OpenTelemetry\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u5e94\u7528\u4e2d\u5d4c\u5165\u4ee3\u7801\u6765\u6536\u96c6\u5404\u79cd\u6570\u636e\uff0c\u5982\u7528\u6237\u64cd\u4f5c\u3001\u7cfb\u7edf\u4e8b\u4ef6\u548c\u6027\u80fd\u6307\u6807\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u4e0a\u62a5\u5230\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u8fdb\u884c\u5206\u6790\u3002<\/p>\n

\u5b9e\u65bd\u8fc7\u7a0b<\/strong>\uff1a<\/p>\n

1. \u6570\u636e\u57cb\u70b9<\/strong>\uff1a\u5728\u5b89\u5353\u5e94\u7528\u7684\u5173\u952e\u4ee3\u7801\u4f4d\u7f6e\uff08\u5982\u6309\u94ae\u70b9\u51fb\u3001\u9875\u9762\u52a0\u8f7d\u7b49\uff09\u5d4c\u5165OpenTelemetry\u7684API\uff0c\u4ee5\u4fbf\u5728\u8fd9\u4e9b\u4e8b\u4ef6\u53d1\u751f\u65f6\u8bb0\u5f55\u8be6\u7ec6\u7684\u4fe1\u606f\u3002<\/p>\n

2. \u94fe\u8def\u8ffd\u8e2a<\/strong>\uff1a\u4f7f\u7528OpenTelemetry\u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u529f\u80fd\uff0c\u8ddf\u8e2a\u7528\u6237\u8bf7\u6c42\u5728\u5e94\u7528\u5185\u7684\u6d41\u52a8\uff0c\u4e86\u89e3\u6bcf\u4e2a\u64cd\u4f5c\u7684\u8017\u65f6\u548c\u5148\u540e\u987a\u5e8f\u3002<\/p>\n

3. \u6570\u636e\u4e0a\u62a5<\/strong>\uff1a\u914d\u7f6eOpenTelemetry\uff0c\u5c06\u6536\u96c6\u5230\u7684\u6570\u636e\u901a\u8fc7HTTP\u6216gRPC\u534f\u8bae\u4e0a\u62a5\u5230\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u5982ARMS\uff08Alibaba Cloud Application Real-Time Monitoring Service\uff09\u3002<\/p>\n

\u6536\u76ca<\/strong>\uff1a<\/p>\n

  • \u7528\u6237\u884c\u4e3a\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u4e0a\u62a5\u7684\u6570\u636e\uff0c\u4e86\u89e3\u7528\u6237\u5982\u4f55\u4e0e\u5e94\u7528\u8fdb\u884c\u4ea4\u4e92\uff0c\u54ea\u4e9b\u529f\u80fd\u6700\u53d7\u6b22\u8fce\uff0c\u4ece\u800c\u4f18\u5316\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n
  • \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u501f\u52a9\u94fe\u8def\u8ffd\u8e2a\u6570\u636e\uff0c\u8bc6\u522b\u5e94\u7528\u4e2d\u7684\u6027\u80fd\u74f6\u9888\uff0c\u9488\u5bf9\u6027\u5730\u8fdb\u884c\u4f18\u5316\uff0c\u63d0\u9ad8\u5e94\u7528\u54cd\u5e94\u901f\u5ea6\u548c\u7a33\u5b9a\u6027\u3002<\/li>\n
  • \u5b9e\u65f6\u76d1\u63a7<\/strong>\uff1a\u901a\u8fc7\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u63d0\u4f9b\u7684\u5b9e\u65f6\u76d1\u63a7\u529f\u80fd\uff0c\u8fc5\u901f\u53d1\u73b0\u5e76\u89e3\u51b3\u5e94\u7528\u4e2d\u7684\u95ee\u9898\uff0c\u51cf\u5c11\u5bf9\u7528\u6237\u7684\u5f71\u54cd\u3002<\/li>\n

    2.2 \u9057\u7559\u7cfb\u7edf\u65e5\u5fd7\u548c\u6307\u6807\u6570\u636e\u4f20\u8f93<\/h2>\n

    \u6848\u4f8b\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

    \u5728\u5de5\u4e1a\u73af\u5883\u4e2d\uff0c\u5b58\u5728\u5927\u91cf\u7684\u9057\u7559\u7cfb\u7edf\u548c\u4f20\u7edf\u8bbe\u5907\uff0c\u8fd9\u4e9b\u7cfb\u7edf\u548c\u8bbe\u5907\u4ea7\u751f\u7684\u65e5\u5fd7\u548c\u6307\u6807\u6570\u636e\u5bf9\u4f01\u4e1a\u7684\u8fd0\u8425\u81f3\u5173\u91cd\u8981\u3002\u7531\u4e8e\u6280\u672f\u9650\u5236\u6216\u5b89\u5168\u8981\u6c42\uff0c\u8fd9\u4e9b\u6570\u636e\u5f80\u5f80\u96be\u4ee5\u76f4\u63a5\u4f20\u8f93\u5230\u73b0\u4ee3\u7684\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\u3002OpenTelemetry Collector\u63d0\u4f9b\u4e86\u4e00\u79cd\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u901a\u8fc7\u5728\u8fb9\u7f18\u5c42\uff08\u5982\u5de5\u5382\u7f51\u7edc\uff09\u6536\u96c6\u8fd9\u4e9b\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5b89\u5168\u5730\u4f20\u8f93\u5230\u4e91\u7aef\u8fdb\u884c\u5206\u6790\u3002<\/p>\n

    \u5b9e\u65bd\u8fc7\u7a0b<\/strong>\uff1a<\/p>\n

    1. \u6570\u636e\u6536\u96c6<\/strong>\uff1a\u5728\u5de5\u5382\u7f51\u7edc\u4e2d\u90e8\u7f72OpenTelemetry Collector\uff0c\u4f7f\u7528\u5404\u79cd\u63a5\u6536\u5668\uff08\u5982prometheusreceiver\u548cfilelogreceiver\uff09\u6536\u96c6\u6765\u81ea\u9057\u7559\u7cfb\u7edf\u548c\u8bbe\u5907\u7684\u65e5\u5fd7\u548c\u6307\u6807\u6570\u636e\u3002<\/p>\n

    2. \u6570\u636e\u8f6c\u53d1<\/strong>\uff1a\u901a\u8fc7\u914d\u7f6eOTLP\uff08OpenTelemetry Protocol\uff09 Exporter\uff0c\u5c06\u6536\u96c6\u5230\u7684\u6570\u636e\u8f6c\u53d1\u5230\u4f01\u4e1a\u7684IT\u7f51\u7edc\uff0c\u518d\u901a\u8fc7\u9632\u706b\u5899\u4f20\u8f93\u5230Azure Monitor\u7b49\u4e91\u5e73\u53f0\u3002<\/p>\n

    3. \u5b89\u5168\u8ba4\u8bc1<\/strong>\uff1a\u4e3a\u4e86\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\uff0c\u91c7\u7528Azure Active Directory\uff08AAD\uff09\u8ba4\u8bc1\u4ee3\u7406\uff0c\u4e3a\u6bcf\u4e2a\u8bbe\u5907\u63d0\u4f9b\u552f\u4e00\u7684\u8bc1\u4e66\uff0c\u5e76\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\u3002<\/p>\n

    \u6536\u76ca<\/strong>\uff1a<\/p>\n

  • \u6570\u636e\u6574\u5408<\/strong>\uff1a\u5c06\u5206\u6563\u5728\u4e0d\u540c\u7cfb\u7edf\u548c\u8bbe\u5907\u4e2d\u7684\u6570\u636e\u6574\u5408\u5230\u4e00\u4e2a\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u63d0\u4f9b\u7edf\u4e00\u7684\u89c6\u56fe\uff0c\u4fbf\u4e8e\u4f01\u4e1a\u5168\u9762\u4e86\u89e3\u5176\u8fd0\u8425\u72b6\u51b5\u3002<\/li>\n
  • \u5b89\u5168\u4f20\u8f93<\/strong>\uff1a\u901a\u8fc7AAD\u8ba4\u8bc1\u4ee3\u7406\uff0c\u786e\u4fdd\u6570\u636e\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u7684\u5b89\u5168\u6027\uff0c\u6ee1\u8db3\u4f01\u4e1a\u7684\u5b89\u5168\u5408\u89c4\u8981\u6c42\u3002<\/li>\n
  • \u6545\u969c\u6392\u9664\u548c\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u6574\u5408\u540e\u7684\u6570\u636e\uff0c\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u7cfb\u7edf\u6545\u969c\uff0c\u4f18\u5316\u751f\u4ea7\u6d41\u7a0b\uff0c\u63d0\u9ad8\u6574\u4f53\u6548\u7387\u3002<\/li>\n

    2.3 MQTT\u6d88\u606f\u76d1\u6d4b\u548c\u7ba1\u7406<\/h2>\n

    \u6848\u4f8b\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

    MQTT\uff08Message Queuing Telemetry Transport\uff09\u662f\u4e00\u79cd\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7269\u8054\u7f51\u7684\u8f7b\u91cf\u7ea7\u6d88\u606f\u4f20\u8f93\u534f\u8bae\u3002OpenTelemetry\u53ef\u4ee5\u4e0eMQTT\u534f\u8bae\u7ed3\u5408\uff0c\u63d0\u4f9b\u5168\u9762\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u7528\u4e8e\u76d1\u6d4b\u548c\u7ba1\u7406MQTT\u901a\u4fe1\u3002<\/p>\n

    \u5b9e\u65bd\u8fc7\u7a0b<\/strong>\uff1a<\/p>\n

    1. \u6570\u636e\u4e30\u5bcc<\/strong>\uff1a\u4f7f\u7528OpenTelemetry\u5728MQTT\u6d88\u606f\u4e2d\u6ce8\u5165\u989d\u5916\u7684\u5143\u6570\u636e\uff0c\u5982\u8bbe\u5907\u6807\u8bc6\u7b26\u3001\u4f4d\u7f6e\u6807\u7b7e\u7b49\uff0c\u63d0\u4f9b\u66f4\u4e30\u5bcc\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\u3002<\/p>\n

    2. \u96c6\u4e2d\u6570\u636e\u6536\u96c6<\/strong>\uff1a\u901a\u8fc7OpenTelemetry\u6536\u96c6\u5668\uff0c\u4ece\u591a\u4e2aMQTT\u4ee3\u7406\uff08Broker\uff09\u4e2d\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u6574\u5408\u5230\u4e00\u4e2a\u4e2d\u592e\u5b58\u50a8\u7cfb\u7edf\u4e2d\u3002<\/p>\n

    3. \u5b9e\u65f6\u76d1\u6d4b<\/strong>\uff1a\u501f\u52a9OpenTelemetry\u7684\u5b9e\u65f6\u76d1\u6d4b\u529f\u80fd\uff0c\u4f01\u4e1a\u53ef\u4ee5\u5373\u65f6\u53d1\u73b0MQTT\u6d88\u606f\u4f20\u8f93\u4e2d\u7684\u6f5c\u5728\u5ef6\u8fdf\u6216\u74f6\u9888\uff0c\u786e\u4fdd\u5173\u952e\u4efb\u52a1\u578b\u7269\u8054\u7f51\u5e94\u7528\u7684\u53ef\u9760\u6027\u3002<\/p>\n

    \u6536\u76ca<\/strong>\uff1a<\/p>\n

  • \u589e\u5f3a\u7684\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u901a\u8fc7\u4e30\u5bcc\u7684\u5143\u6570\u636e\u548c\u96c6\u4e2d\u7684\u6570\u636e\u6536\u96c6\uff0c\u63d0\u4f9b\u66f4\u5168\u9762\u7684MQTT\u901a\u4fe1\u89c6\u56fe\uff0c\u4fbf\u4e8e\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n
  • \u9ad8\u6548\u7684\u6545\u969c\u6392\u67e5<\/strong>\uff1a\u5b9e\u65f6\u76d1\u6d4b\u548c\u8be6\u7ec6\u7684\u8ddf\u8e2a\u6570\u636e\u6709\u52a9\u4e8e\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3MQTT\u901a\u4fe1\u4e2d\u7684\u6545\u969c\uff0c\u51cf\u5c11\u7cfb\u7edf\u505c\u673a\u65f6\u95f4\u3002<\/li>\n
  • \u4f18\u5316\u6027\u80fd<\/strong>\uff1a\u901a\u8fc7\u5bf9MQTT\u6d88\u606f\u7684\u8be6\u7ec6\u5206\u6790\uff0c\u4f18\u5316\u6d88\u606f\u4f20\u8f93\u7b56\u7565\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u6574\u4f53\u6027\u80fd\u3002<\/li>\n

    2.4 \u822a\u7a7a\u4e1a\u4e2d\u7684\u98de\u673a\u76d1\u6d4b<\/h2>\n

    \u6848\u4f8b\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

    \u5728\u822a\u7a7a\u4e1a\u4e2d\uff0c\u98de\u673a\u7684\u5b9e\u65f6\u4f4d\u7f6e\u548c\u72b6\u6001\u76d1\u6d4b\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u7ed3\u5408ADS-B\uff08Automatic Dependent Surveillance-Broadcast\uff09\u6280\u672f\u548cOpenTelemetry\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u98de\u673a\u7684\u9ad8\u7cbe\u5ea6\u8ddf\u8e2a\u548c\u72b6\u6001\u76d1\u6d4b\u3002<\/p>\n

    \u5b9e\u65bd\u8fc7\u7a0b<\/strong>\uff1a<\/p>\n

    1. \u6570\u636e\u91c7\u96c6<\/strong>\uff1a\u4f7f\u7528ADS-B\u6280\u672f\uff0c\u98de\u673a\u5468\u671f\u6027\u5730\u5e7f\u64ad\u5176GPS\u4f4d\u7f6e\u3001\u9ad8\u5ea6\u3001\u901f\u5ea6\u7b49\u4fe1\u606f\u3002\u5730\u9762\u7ad9\uff08\u6216\u5176\u4ed6\u98de\u673a\uff09\u63a5\u6536\u5230\u8fd9\u4e9b\u5e7f\u64ad\uff0c\u5e76\u5c06\u6570\u636e\u53d1\u9001\u5230OpenTelemetry\u6536\u96c6\u5668\u3002<\/p>\n

    2. \u6570\u636e\u4f20\u8f93<\/strong>\uff1a\u901a\u8fc7OpenTelemetry\u7684\u5404\u79cd\u5bfc\u51fa\u5668\uff0c\u5c06\u6570\u636e\u63a8\u9001\u5230\u53ef\u89c2\u6d4b\u6027\u5e73\u53f0\uff0c\u5982Dynatrace\uff0c\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u5206\u6790\u548c\u5b58\u50a8\u3002<\/p>\n

    3. \u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316<\/strong>\uff1a\u5728Dynatrace\u5e73\u53f0\u4e0a\uff0c\u4f7f\u7528Dynatrace Query Language\uff08DQL\uff09\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\uff0c\u63d0\u4f9b\u98de\u884c\u72b6\u6001\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u5386\u53f2\u5206\u6790\u3002<\/p>\n

    \u6536\u76ca<\/strong>\uff1a<\/p>\n

  • \u589e\u5f3a\u7684\u5b89\u5168\u6027<\/strong>\uff1a\u901a\u8fc7\u5b9e\u65f6\u76d1\u6d4b\u98de\u673a\u7684\u4f4d\u7f6e\u548c\u72b6\u6001\uff0c\u63d0\u9ad8\u7a7a\u4e2d\u4ea4\u901a\u7ba1\u5236\u7684\u7cbe\u5ea6\u548c\u6548\u7387\uff0c\u964d\u4f4e\u78b0\u649e\u98ce\u9669\u3002<\/li>\n
  • \u8fd0\u8425\u4f18\u5316<\/strong>\uff1a\u822a\u7a7a\u516c\u53f8\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u4f18\u5316\u98de\u884c\u8def\u7ebf\uff0c\u63d0\u9ad8\u71c3\u6cb9\u6548\u7387\uff0c\u964d\u4f4e\u8fd0\u8425\u6210\u672c\u3002<\/li>\n
  • \u7ef4\u62a4\u9884\u6d4b<\/strong>\uff1a\u901a\u8fc7\u957f\u671f\u5206\u6790\u98de\u673a\u7684\u72b6\u6001\u6570\u636e\uff0c\u53ef\u4ee5\u9884\u6d4b\u8bbe\u5907\u6545\u969c\uff0c\u8fdb\u884c\u9884\u9632\u6027\u7ef4\u62a4\uff0c\u63d0\u9ad8\u98de\u673a\u7684\u53ef\u7528\u6027\u548c\u5b89\u5168\u6027\u3002<\/li>\n

    2.5 \u667a\u80fd\u519c\u4e1a\u4e2d\u7684\u704c\u6e89\u7cfb\u7edf\u81ea\u52a8\u5316<\/h2>\n

    \u6848\u4f8b\u63cf\u8ff0<\/strong>\uff1a<\/p>\n

    \u5728\u667a\u80fd\u519c\u4e1a\u4e2d\uff0c\u4f20\u611f\u5668\u7f51\u7edc\u88ab\u5e7f\u6cdb\u7528\u4e8e\u76d1\u6d4b\u571f\u58e4\u6e7f\u5ea6\u3001\u6c14\u8c61\u6761\u4ef6\u7b49\u73af\u5883\u56e0\u7d20\uff0c\u4ee5\u5b9e\u73b0\u704c\u6e89\u7cfb\u7edf\u7684\u81ea\u52a8\u5316\u3002OpenTelemetry\u53ef\u4ee5\u7528\u4e8e\u6536\u96c6\u548c\u5206\u6790\u8fd9\u4e9b\u4f20\u611f\u5668\u6570\u636e\uff0c\u63d0\u9ad8\u704c\u6e89\u7cfb\u7edf\u7684\u6548\u7387\u548c\u519c\u4f5c\u7269\u4ea7\u91cf\u3002<\/p>\n

    \u5b9e\u65bd\u8fc7\u7a0b<\/strong>\uff1a<\/p>\n

    1. \u4f20\u611f\u5668\u96c6\u6210<\/strong>\uff1a\u5c06\u571f\u58e4\u6e7f\u5ea6\u4f20\u611f\u5668\u3001\u6c14\u8c61\u7ad9\u7b49\u8bbe\u5907\u8fde\u63a5\u5230OpenTelemetry\uff0c\u4ee5\u4fbf\u5b9e\u65f6\u6536\u96c6\u73af\u5883\u6570\u636e\u3002<\/p>\n

    2. \u6570\u636e\u5206\u6790\u548c\u51b3\u7b56<\/strong>\uff1a\u4f7f\u7528OpenTelemetry\u7684\u5206\u6790\u5de5\u5177\uff0c\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5b9e\u65f6\u5206\u6790\uff0c\u5224\u65ad\u662f\u5426\u9700\u8981\u8fdb\u884c\u704c\u6e89\u4ee5\u53ca\u704c\u6e89\u7684\u6c34\u91cf\u3002<\/p>\n

    3. \u81ea\u52a8\u5316\u63a7\u5236<\/strong>\uff1a\u6839\u636e\u5206\u6790\u7ed3\u679c\uff0c\u81ea\u52a8\u89e6\u53d1\u704c\u6e89\u7cfb\u7edf\uff0c\u8c03\u6574\u704c\u6e89\u65f6\u95f4\u548c\u6c34\u91cf\uff0c\u5b9e\u73b0\u7cbe\u51c6\u704c\u6e89\u3002<\/p>\n

    \u6536\u76ca<\/strong>\uff1a<\/p>\n

  • \u63d0\u9ad8\u6c34\u8d44\u6e90\u5229\u7528\u6548\u7387<\/strong>\uff1a\u901a\u8fc7\u7cbe\u51c6\u704c\u6e89\uff0c\u51cf\u5c11\u6c34\u8d44\u6e90\u6d6a\u8d39\uff0c\u63d0\u9ad8\u704c\u6e89\u6548\u7387\u3002<\/li>\n
  • \u589e\u52a0\u519c\u4f5c\u7269\u4ea7\u91cf<\/strong>\uff1a\u4f18\u5316\u704c\u6e89\u7b56\u7565\uff0c\u786e\u4fdd\u519c\u4f5c\u7269\u5728\u9002\u5b9c\u7684\u6e7f\u5ea6\u6761\u4ef6\u4e0b\u751f\u957f\uff0c\u63d0\u9ad8\u4ea7\u91cf\u548c\u8d28\u91cf\u3002<\/li>\n
  • \u964d\u4f4e\u4eba\u5de5\u6210\u672c<\/strong>\uff1a\u5b9e\u73b0\u704c\u6e89\u7cfb\u7edf\u81ea\u52a8\u5316\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u964d\u4f4e\u52b3\u52a8\u529b\u6210\u672c\u3002<\/li>\n

    \u4e09\u3001 \u603b\u7ed3<\/h2>\n

    OpenTelemetry\u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\u5c55\u793a\u4e86\u5176\u5f3a\u5927\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u7ba1\u7406\u80fd\u529b\u3002\u901a\u8fc7\u5728\u5b89\u5353\u5e94\u7528\u3001\u9057\u7559\u7cfb\u7edf\u3001MQTT\u901a\u4fe1\u3001\u822a\u7a7a\u4e1a\u548c\u667a\u80fd\u519c\u4e1a\u7b49\u591a\u4e2a\u9886\u57df\u7684\u6210\u529f\u5b9e\u8df5\uff0cOpenTelemetry\u5e2e\u52a9\u4f01\u4e1a\u5b9e\u73b0\u4e86\u5bf9\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u5168\u9762\u76d1\u6d4b\u548c\u4f18\u5316\u3002<\/p>\n

    \u4ece\u8fd9\u4e9b\u6848\u4f8b\u4e2d\u53ef\u4ee5\u770b\u51fa\uff0cOpenTelemetry\u7684\u4e3b\u8981\u4f18\u52bf\u5305\u62ec\uff1a<\/p>\n

  • \u5168\u9762\u7684\u53ef\u89c2\u6d4b\u6027<\/strong>\uff1a\u901a\u8fc7\u6536\u96c6\u548c\u5206\u6790\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u5bf9\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u5168\u9762\u4e86\u89e3\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/li>\n
  • \u7075\u6d3b\u7684\u6570\u636e\u5bfc\u51fa<\/strong>\uff1a\u652f\u6301\u591a\u79cd\u6570\u636e\u683c\u5f0f\u548c\u4f20\u8f93\u534f\u8bae\uff0c\u4f7f\u6570\u636e\u80fd\u591f\u65b9\u4fbf\u5730\u96c6\u6210\u5230\u5404\u79cd\u540e\u7aef\u5206\u6790\u5de5\u5177\u4e2d\uff0c\u5982Prometheus\u3001Jaeger\u3001Grafana\u548cDynatrace\u7b49\u3002<\/li>\n
  • \u9ad8\u6548\u7684\u6545\u969c\u6392\u67e5<\/strong>\uff1a\u8be6\u7ec6\u7684\u8ddf\u8e2a\u548c\u65e5\u5fd7\u6570\u636e\u6709\u52a9\u4e8e\u5feb\u901f\u5b9a\u4f4d\u6545\u969c\u6839\u6e90\uff0c\u51cf\u5c11\u7cfb\u7edf\u505c\u673a\u65f6\u95f4\uff0c\u63d0\u9ad8\u6574\u4f53\u53ef\u9760\u6027\u3002<\/li>\n
  • \u6027\u80fd\u4f18\u5316<\/strong>\uff1a\u901a\u8fc7\u5bf9\u7cfb\u7edf\u6027\u80fd\u6570\u636e\u7684\u5b9e\u65f6\u76d1\u6d4b\u548c\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u4f18\u5316\u7269\u8054\u7f51\u8bbe\u5907\u548c\u7cfb\u7edf\u7684\u6027\u80fd\uff0c\u63d0\u9ad8\u54cd\u5e94\u901f\u5ea6\u548c\u6548\u7387\u3002<\/li>\n

    \u672a\u6765\uff0c\u968f\u7740\u7269\u8054\u7f51\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cOpenTelemetry\u6709\u671b\u5728\u66f4\u591a\u9886\u57df\u548c\u573a\u666f\u4e2d\u5f97\u5230\u5e94\u7528\uff0c\u8fdb\u4e00\u6b65\u63a8\u52a8\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4e00\u3001 \u7269\u8054\u7f51\uff08IoT\uff09\u5df2\u7ecf\u6210\u4e3a\u73b0\u4ee3\u79d1\u6280\u9886\u57df\u7684\u4e00\u4e2a\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u901a\u8fc7\u4e92\u8054\u7f51\u8fde\u63a5\u5404\u79cd\u8bbe\u5907\uff0c\u5b9e\u73b0\u667a\u80fd\u5316\u7ba1\u7406\u548c\u6570\u636e\u4ea4\u4e92\u3002\u968f\u7740\u7269\u8054\u7f51\u8bbe\u5907\u6570\u91cf\u7684\u4e0d\u65ad\u589e\u52a0\uff0c\u5982\u4f55\u9ad8\u6548\u5730\u76d1\u6d4b\u548c\u7ba1\u7406\u8fd9\u4e9b\u8bbe\u5907\u6210\u4e3a\u4e00\u9879\u6311\u6218\u3002OpenTelemetry\u4f5c\u4e3a\u4e00\u4e2a\u5f3a\u5927\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4e00\u5957\u6807\u51c6\u5316\u7684\u5de5\u5177\u548cAPI\uff0c\u7528\u4e8e\u68c0\u6d4b\u3001\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u5305\u62ec\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u6570\u636e\uff0c\u4ece\u800c\u5e2e\u52a9\u5f00\u53d1\u4eba\u5458\u66f4\u597d\u5730\u7406\u89e3\u548c\u7ba1\u7406\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u51b5\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u63a2\u8ba8OpenTelemetry\u5728\u7269\u8054\u7f51\u8bbe\u5907\u4e2d\u7684\u5e94\u7528\u6848\u4f8b\uff0c\u5c55\u793a\u5176\u5982\u4f55\u63d0\u5347\u7269\u8054\u7f51\u7cfb\u7edf\u7684\u53ef\u89c2\u6d4b\u6027\u548c\u7ba1\u7406\u6548\u7387\u3002 \u4e8c\u3001 \u8be6\u7ec6\u9610\u8ff0 1. OpenTelemetry\u7b80\u4ecb OpenTelemetry\u662f\u4e00\u4e2a\u5f00\u653e\u6e90\u4ee3\u7801\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u65e8\u5728\u4e3a\u4e91\u539f\u751f\u548c\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u6807\u51c6\u5316\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u548c\u5bfc\u51fa\u65b9\u6cd5\u3002\u5b83\u7531\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff08CNCF\uff09\u7ba1\u7406\uff0c\u6db5\u76d6\u4e86\u4e00\u7cfb\u5217\u5de5\u5177\u3001API\u548cSDK\uff0c\u7528\u4e8e\u751f\u6210\u548c\u6536\u96c6\u7cfb\u7edf\u7684\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u6570\u636e\u3002OpenTelemetry\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u63d0\u4f9b\u4e0e\u4f9b\u5e94\u5546\u65e0\u5173\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u8f7b\u677e\u5730\u5c06\u9065\u6d4b\u6570\u636e\u96c6\u6210\u5230\u5404\u79cd\u540e\u7aef\u5206\u6790\u5de5\u5177\u4e2d\uff0c\u5982Prometheus\u3001Jaeger\u548cGrafana\u7b49\u3002 2. 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