{"id":38251,"date":"2025-04-23T18:41:46","date_gmt":"2025-04-23T10:41:46","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38251"},"modified":"2025-04-23T18:41:46","modified_gmt":"2025-04-23T10:41:46","slug":"opentelemetry%e7%9a%84%e6%8c%87%e6%a0%87%e6%95%b0%e6%8d%ae%e5%a6%82%e4%bd%95%e7%94%a8%e4%ba%8e%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0%e6%a8%a1%e5%9e%8b%e7%9a%84%e8%ae%ad%e7%bb%83","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38251.html","title":{"rendered":"OpenTelemetry\u7684\u6307\u6807\u6570\u636e\u5982\u4f55\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3"},"content":{"rendered":"

\n

\"OpenTelemetry\u7684\u6307\u6807\u6570\u636e\u5982\u4f55\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u7684\u8bad\u7ec3\"<\/p>\n<\/p>\n

OpenTelemetry\uff08OTel\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u7ec4\u6807\u51c6\u548c\u5de5\u5177\uff0c\u7528\u4e8e\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u5305\u62ec\u6307\u6807\uff08Metrics\uff09\u3001\u8ddf\u8e2a\uff08Tracing\uff09\u548c\u65e5\u5fd7\uff08Logging\uff09\u3002\u5728\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u9886\u57df\uff0cOTel\u7684\u6307\u6807\u6570\u636e\u53ef\u4ee5\u53d1\u6325\u91cd\u8981\u4f5c\u7528\uff0c\u7279\u522b\u662f\u5728\u6a21\u578b\u8bad\u7ec3\u548c\u6027\u80fd\u76d1\u63a7\u65b9\u9762\u3002\u4ee5\u4e0b\u662f\u57fa\u4e8e\u8981\u6c42\u7684\u8be6\u7ec6\u5206\u6790\uff1a<\/p>\n

\u4e00\u3001\u6570\u636e\u6536\u96c6\u4e0e\u9884\u5904\u7406<\/h2>\n
  • \u6570\u636e\u6765\u6e90<\/strong><\/li>\n
  • OpenTelemetry\u53ef\u4ee5\u4ece\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u4e2d\u6536\u96c6\u6307\u6807\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u53ef\u80fd\u5305\u62ec\u7cfb\u7edf\u6027\u80fd\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\uff09\u3001\u5e94\u7528\u7a0b\u5e8f\u7279\u5b9a\u6307\u6807\uff08\u5982\u8bf7\u6c42\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7b49\uff09\u4ee5\u53ca\u4e1a\u52a1\u76f8\u5173\u6307\u6807\uff08\u5982\u7528\u6237\u6d3b\u8dc3\u5ea6\u3001\u8ba2\u5355\u6570\u91cf\u7b49\uff09\u3002<\/li>\n
  • \u6570\u636e\u683c\u5f0f\u4e0e\u6807\u51c6\u5316<\/strong><\/li>\n
  • OpenTelemetry\u9075\u5faa\u7279\u5b9a\u7684\u6570\u636e\u6a21\u578b\u548c\u8bed\u4e49\u7ea6\u5b9a\uff0c\u8fd9\u6709\u52a9\u4e8e\u5c06\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\u8fdb\u884c\u6807\u51c6\u5316\u3002\u4f8b\u5982\uff0c\u5b83\u652f\u6301Elastic Common Schema\uff08ECS\uff09\uff0c\u4f7f\u5f97\u65e5\u5fd7\u548c\u9065\u6d4b\u6570\u636e\u7684\u7ed3\u6784\u89c4\u8303\u5316\uff0c\u4fbf\u4e8e\u540e\u7eed\u7684\u5206\u6790\u548c\u5904\u7406\u3002<\/li>\n
  • \u6570\u636e\u9884\u5904\u7406<\/strong><\/li>\n
  • \u5728\u5c06\u6307\u6807\u6570\u636e\u7528\u4e8e\u673a\u5668\u5b66\u4e60\u6a21\u578b\u8bad\u7ec3\u4e4b\u524d\uff0c\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u4e00\u4e9b\u9884\u5904\u7406\u64cd\u4f5c\uff0c\u5982\u6570\u636e\u6e05\u6d17\uff08\u53bb\u9664\u5f02\u5e38\u503c\u3001\u586b\u5145\u7f3a\u5931\u503c\u7b49\uff09\u3001\u6570\u636e\u8f6c\u6362\uff08\u5f52\u4e00\u5316\u3001\u6807\u51c6\u5316\u7b49\uff09\u3002\u867d\u7136\u8981\u6c42\u4e2d\u6ca1\u6709\u76f4\u63a5\u63d0\u53caOpenTelemetry\u5728\u8fd9\u65b9\u9762\u7684\u5177\u4f53\u529f\u80fd\uff0c\u4f46\u53ef\u4ee5\u63a8\u6d4b\u5176\u63d0\u4f9b\u7684\u6570\u636e\u6536\u96c6\u548c\u7ba1\u7406\u529f\u80fd\u6709\u52a9\u4e8e\u4e3a\u6570\u636e\u9884\u5904\u7406\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u6570\u636e\u57fa\u7840\u3002<\/li>\n

    \u4e8c\u3001\u7279\u5f81\u5de5\u7a0b<\/h2>\n
  • \u7279\u5f81\u63d0\u53d6<\/strong><\/li>\n
  • \u4eceOpenTelemetry\u6536\u96c6\u5230\u7684\u6307\u6807\u6570\u636e\u4e2d\uff0c\u53ef\u4ee5\u63d0\u53d6\u51fa\u4e0e\u673a\u5668\u5b66\u4e60\u4efb\u52a1\u76f8\u5173\u7684\u7279\u5f81\u3002\u4f8b\u5982\uff0c\u5982\u679c\u8981\u9884\u6d4b\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u95ee\u9898\uff0c\u53ef\u4ee5\u63d0\u53d6CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u3001\u8bf7\u6c42\u5ef6\u8fdf\u7b49\u6307\u6807\u4f5c\u4e3a\u7279\u5f81\u3002<\/li>\n
  • \u7279\u5f81\u9009\u62e9<\/strong><\/li>\n
  • \u5e76\u975e\u6240\u6709\u6536\u96c6\u5230\u7684\u6307\u6807\u90fd\u5bf9\u6a21\u578b\u8bad\u7ec3\u6709\u5e2e\u52a9\uff0c\u53ef\u80fd\u9700\u8981\u8fdb\u884c\u7279\u5f81\u9009\u62e9\uff0c\u4ee5\u53bb\u9664\u65e0\u5173\u6216\u5197\u4f59\u7684\u7279\u5f81\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u7edf\u8ba1\u5206\u6790\u3001\u76f8\u5173\u6027\u5206\u6790\u7b49\u65b9\u6cd5\u6765\u5b9e\u73b0\uff0c\u867d\u7136\u8981\u6c42\u4e2d\u6ca1\u6709\u660e\u786e\u63d0\u5230OpenTelemetry\u5728\u7279\u5f81\u9009\u62e9\u65b9\u9762\u7684\u5e94\u7528\uff0c\u4f46\u5b83\u63d0\u4f9b\u7684\u6570\u636e\u53ef\u4f5c\u4e3a\u7279\u5f81\u9009\u62e9\u7684\u57fa\u7840\u3002<\/li>\n

    \u4e09\u3001\u6a21\u578b\u8bad\u7ec3<\/h2>\n
  • \u6570\u636e\u5212\u5206<\/strong><\/li>\n
  • \u5c06\u9884\u5904\u7406\u540e\u7684\u6307\u6807\u6570\u636e\u5212\u5206\u4e3a\u8bad\u7ec3\u96c6\u3001\u9a8c\u8bc1\u96c6\u548c\u6d4b\u8bd5\u96c6\uff0c\u8fd9\u662f\u6a21\u578b\u8bad\u7ec3\u7684\u5e38\u89c4\u6b65\u9aa4\u3002OpenTelemetry\u672c\u8eab\u4e0d\u76f4\u63a5\u53c2\u4e0e\u6570\u636e\u5212\u5206\uff0c\u4f46\u5b83\u63d0\u4f9b\u7684\u6570\u636e\u6536\u96c6\u548c\u7ba1\u7406\u529f\u80fd\u6709\u52a9\u4e8e\u786e\u4fdd\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u51c6\u786e\u6027\uff0c\u4ece\u800c\u4e3a\u6570\u636e\u5212\u5206\u63d0\u4f9b\u53ef\u9760\u7684\u6570\u636e\u6765\u6e90\u3002<\/li>\n
  • \u6a21\u578b\u9009\u62e9\u4e0e\u8bad\u7ec3<\/strong><\/li>\n
  • \u6839\u636e\u5177\u4f53\u7684\u673a\u5668\u5b66\u4e60\u4efb\u52a1\uff08\u5982\u56de\u5f52\u3001\u5206\u7c7b\u7b49\uff09\u9009\u62e9\u5408\u9002\u7684\u6a21\u578b\uff0c\u5982\u7ebf\u6027\u56de\u5f52\u3001\u51b3\u7b56\u6811\u3001\u795e\u7ecf\u7f51\u7edc\u7b49\uff0c\u5e76\u4f7f\u7528\u5212\u5206\u597d\u7684\u6570\u636e\u96c6\u8fdb\u884c\u8bad\u7ec3\u3002OpenTelemetry\u7684\u6307\u6807\u6570\u636e\u4f5c\u4e3a\u8f93\u5165\u7279\u5f81\uff0c\u53c2\u4e0e\u5230\u6a21\u578b\u7684\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0c\u5e2e\u52a9\u6a21\u578b\u5b66\u4e60\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u89c4\u5f8b\u3002<\/li>\n

    \u56db\u3001\u6a21\u578b\u8bc4\u4f30\u4e0e\u76d1\u63a7<\/h2>\n
  • \u6a21\u578b\u8bc4\u4f30\u6307\u6807<\/strong><\/li>\n
  • \u5728\u6a21\u578b\u8bad\u7ec3\u5b8c\u6210\u540e\uff0c\u9700\u8981\u4f7f\u7528\u8bc4\u4f30\u6307\u6807\uff08\u5982\u5747\u65b9\u8bef\u5dee\uff08MSE\uff09\u3001\u51c6\u786e\u7387\u3001\u53ec\u56de\u7387\u7b49\uff09\u6765\u8bc4\u4f30\u6a21\u578b\u7684\u6027\u80fd\u3002OpenTelemetry\u6536\u96c6\u7684\u6307\u6807\u6570\u636e\u53ef\u4ee5\u4f5c\u4e3a\u6a21\u578b\u8bc4\u4f30\u7684\u4e00\u90e8\u5206\uff0c\u4f8b\u5982\uff0c\u5982\u679c\u6a21\u578b\u662f\u7528\u4e8e\u9884\u6d4b\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\uff0c\u90a3\u4e48\u5b9e\u9645\u7684\u6027\u80fd\u6307\u6807\uff08\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\uff09\u53ef\u4ee5\u4e0e\u6a21\u578b\u9884\u6d4b\u503c\u8fdb\u884c\u5bf9\u6bd4\uff0c\u4ee5\u8bc4\u4f30\u6a21\u578b\u7684\u51c6\u786e\u6027\u3002<\/li>\n
  • \u6a21\u578b\u76d1\u63a7<\/strong><\/li>\n
  • \u5728\u6a21\u578b\u90e8\u7f72\u540e\uff0c\u9700\u8981\u5bf9\u5176\u6027\u80fd\u8fdb\u884c\u76d1\u63a7\uff0c\u4ee5\u786e\u4fdd\u6a21\u578b\u7684\u6301\u7eed\u6709\u6548\u6027\u3002OpenTelemetry\u53ef\u4ee5\u7ee7\u7eed\u6536\u96c6\u4e0e\u6a21\u578b\u76f8\u5173\u7684\u6307\u6807\u6570\u636e\uff0c\u5982\u6a21\u578b\u7684\u9884\u6d4b\u7ed3\u679c\u3001\u9884\u6d4b\u5ef6\u8fdf\u7b49\uff0c\u5e76\u5c06\u8fd9\u4e9b\u6570\u636e\u53cd\u9988\u7ed9\u76d1\u63a7\u7cfb\u7edf\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u6a21\u578b\u6027\u80fd\u7684\u53d8\u5316\u6216\u95ee\u9898\u3002<\/li>\n

    \u4e94\u3001\u6a21\u578b\u4f18\u5316<\/h2>\n
  • \u57fa\u4e8e\u6307\u6807\u6570\u636e\u7684\u4f18\u5316<\/strong><\/li>\n
  • \u6839\u636eOpenTelemetry\u6536\u96c6\u5230\u7684\u6307\u6807\u6570\u636e\uff0c\u53ef\u4ee5\u5206\u6790\u6a21\u578b\u7684\u6027\u80fd\u74f6\u9888\uff0c\u8fdb\u800c\u5bf9\u6a21\u578b\u8fdb\u884c\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u5982\u679c\u53d1\u73b0\u6a21\u578b\u5728\u5904\u7406\u67d0\u4e9b\u7279\u5b9a\u7c7b\u578b\u7684\u6307\u6807\u6570\u636e\u65f6\u8868\u73b0\u4e0d\u4f73\uff0c\u53ef\u4ee5\u9488\u5bf9\u6027\u5730\u8c03\u6574\u6a21\u578b\u7ed3\u6784\u6216\u53c2\u6570\uff0c\u6216\u8005\u6536\u96c6\u66f4\u591a\u76f8\u5173\u7c7b\u578b\u7684\u6570\u636e\u6765\u6539\u8fdb\u6a21\u578b\u3002<\/li>\n

    \u516d\u3001\u5b9e\u9645\u5e94\u7528\u6848\u4f8b<\/h2>\n
  • F5\u7684\u81ea\u9002\u5e94\u5e94\u7528\u613f\u666f<\/strong><\/li>\n
  • F5\u516c\u53f8\u5229\u7528OpenTelemetry\u7684\u6307\u6807\u6570\u636e\u8fdb\u884c\u9884\u6d4b\u5206\u6790\u7684\u81ea\u52a8\u5316\uff0c\u901a\u8fc7\u5927\u91cf\u6570\u636e\u6765\u8bad\u7ec3\u548c\u6539\u8fdb\u673a\u5668\u5b66\u4e60\u6a21\u578b\uff0c\u4ece\u800c\u66f4\u597d\u5730\u8fdb\u884c\u5927\u89c4\u6a21\u6570\u636e\u5206\u6790\uff0c\u5e76\u5229\u7528\u4e0d\u65ad\u6539\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u80fd\u529b\u3002<\/li>\n
  • Azure Monitor Application Insights<\/strong><\/li>\n

    \u5fae\u8f6f\u5c06Azure Monitor Application Insights\u4eceOpenCensus\u8fc1\u79fb\u5230OpenTelemetry\uff0c\u8fd9\u8868\u660eOpenTelemetry\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u91cd\u8981\u6027\u548c\u5e7f\u6cdb\u9002\u7528\u6027\u3002\u867d\u7136\u6587\u6863\u4e3b\u8981\u5173\u6ce8\u8fc1\u79fb\u8fc7\u7a0b\uff0c\u4f46\u4e5f\u6697\u793a\u4e86OpenTelemetry\u7684\u6307\u6807\u6570\u636e\u5728\u5e94\u7528\u76d1\u63a7\u548c\u5206\u6790\u4e2d\u7684\u4f5c\u7528\uff0c\u8fd9\u53ef\u80fd\u5305\u62ec\u6a21\u578b\u8bad\u7ec3\u76f8\u5173\u7684\u5e94\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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