{"id":38129,"date":"2025-04-23T08:06:39","date_gmt":"2025-04-23T00:06:39","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38129"},"modified":"2025-04-23T08:06:39","modified_gmt":"2025-04-23T00:06:39","slug":"opentelemetry%e5%a6%82%e4%bd%95%e5%b8%ae%e5%8a%a9%e5%bc%80%e5%8f%91%e8%80%85%e7%9b%91%e6%8e%a7%e5%92%8c%e5%88%86%e6%9e%90%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%e6%80%a7%e8%83%bd","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38129.html","title":{"rendered":"OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd"},"content":{"rendered":"

\n

\"OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\"<\/p>\n<\/p>\n

OpenTelemetry \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u7ec4API\u3001SDK\u548c\u5de5\u5177\uff0c\u7528\u4e8e\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff08\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\uff09\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002\u4ee5\u4e0b\u662f OpenTelemetry \u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u8be6\u7ec6\u5206\u6790\uff1a<\/p>\n

\u4e00\u3001\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd<\/h2>\n

1. \u8c03\u7528\u94fe\u8def\u53ef\u89c6\u5316<\/strong><\/p>\n

  • OpenTelemetry \u53ef\u4ee5\u5c06\u7a0b\u5e8f\u7684\u8c03\u7528\u94fe\u53ef\u89c6\u5316\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u901a\u8fc7 OpenTelemetry \u7684\u8ffd\u8e2a\u529f\u80fd\uff08Traces\uff09\uff0c\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230\u4e00\u4e2a\u8bf7\u6c42\u5728\u591a\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u6d41\u8f6c\u8fc7\u7a0b\uff0c\u5305\u62ec\u6bcf\u4e2a\u670d\u52a1\u7684\u5904\u7406\u65f6\u95f4\u3001\u8c03\u7528\u987a\u5e8f\u7b49\u4fe1\u606f\u3002\u8fd9\u5bf9\u4e8e\u8fd0\u7ef4\u4eba\u5458\u76d1\u63a7\u7a0b\u5e8f\u72b6\u6001\uff0c\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u6545\u969c\u6392\u67e5\uff08trouble shooting\uff09\u90fd\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/li>\n

    2. \u63d0\u4f9b\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u8def\u8fd8\u539f\u7b49\u5de5\u5177<\/strong><\/p>\n

  • \u53ef\u89c2\u6d4b\u94fe\u8def OpenTelemetry \u7248\u4e3a\u5206\u5e03\u5f0f\u5e94\u7528\u7684\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u8def\u8fd8\u539f\u3001\u8c03\u7528\u8bf7\u6c42\u91cf\u7edf\u8ba1\u3001\u94fe\u8def\u62d3\u6251\u3001\u5e94\u7528\u4f9d\u8d56\u5206\u6790\u7b49\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u5305\u542b\u591a\u4e2a\u5fae\u670d\u52a1\u7684\u7535\u5546\u5e94\u7528\u4e2d\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\u4e86\u89e3\u5230\u67d0\u4e2a\u7279\u5b9a\u529f\u80fd\uff08\u5982\u7528\u6237\u4e0b\u5355\u6d41\u7a0b\uff09\u6d89\u53ca\u7684\u6240\u6709\u670d\u52a1\u8c03\u7528\u60c5\u51b5\uff0c\u4ee5\u53ca\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4ece\u800c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u6240\u5728\u3002<\/li>\n

    3. \u8bb0\u5f55\u548c\u5bfc\u51fa\u6027\u80fd\u6307\u6807<\/strong><\/p>\n

  • OpenTelemetry Metrics \u662f OpenTelemetry \u7684\u4e00\u90e8\u5206\uff0c\u7528\u4e8e\u8bb0\u5f55\u548c\u5bfc\u51fa\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6307\u6807\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u7ec4\u7075\u6d3b\u7684 API \u548c\u5de5\u5177\uff0c\u7528\u4e8e\u521b\u5efa\u3001\u6ce8\u518c\u548c\u5bfc\u51fa\u5ea6\u91cf\u6307\u6807\uff0c\u4ee5\u4fbf\u5f00\u53d1\u8005\u53ef\u4ee5\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u5404\u79cd\u6027\u80fd\u6307\u6807\uff0c\u5982\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u8d44\u6e90\u5229\u7528\u7387\u7b49\u3002<\/li>\n

    \u4e8c\u3001\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd<\/h2>\n

    1. \u63d0\u4f9b\u7cfb\u7edf\u5168\u8c8c<\/strong><\/p>\n

  • OpenTelemetry\uff08OTel\uff09\u901a\u8fc7\u91c7\u96c6\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u7cfb\u7edf\u5168\u8c8c\u3002\u4f8b\u5982\uff0c\u5f53\u5e94\u7528\u7a0b\u5e8f\u51fa\u73b0\u6027\u80fd\u95ee\u9898\u65f6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u540c\u65f6\u67e5\u770b\u76f8\u5173\u7684\u6307\u6807\u6570\u636e\uff08\u5982\u67d0\u4e2a\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u8fc7\u9ad8\uff09\u3001\u65e5\u5fd7\u4fe1\u606f\uff08\u5982\u670d\u52a1\u5185\u90e8\u7684\u9519\u8bef\u65e5\u5fd7\uff09\u4ee5\u53ca\u8ffd\u8e2a\u6570\u636e\uff08\u5982\u8bf7\u6c42\u5728\u8be5\u670d\u52a1\u4e2d\u7684\u5904\u7406\u6d41\u7a0b\uff09\uff0c\u7efc\u5408\u5206\u6790\u627e\u51fa\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\u3002<\/li>\n

    2. \u52a9\u529b\u8f6f\u4ef6\u6027\u80fd\u4e0e\u884c\u4e3a\u5206\u6790<\/strong><\/p>\n

  • OpenTelemetry\uff08OTel\uff09\u662f\u4e00\u6b3e\u8de8\u4f9b\u5e94\u5546\u7684\u5f00\u6e90\u9065\u6d4b\u6846\u67b6\uff0c\u65e8\u5728\u68c0\u6d4b\u3001\u751f\u6210\u3001\u6536\u96c6\u5e76\u5bfc\u51fa\u5982\u8ddf\u8e2a\u3001\u5ea6\u91cf\u53ca\u65e5\u5fd7\u7b49\u5173\u952e\u9065\u6d4b\u6570\u636e\uff0c\u8fd9\u4e9b\u6570\u636e\u6709\u52a9\u4e8e\u5f00\u53d1\u8005\u6df1\u5165\u5206\u6790\u8f6f\u4ef6\u7684\u6027\u80fd\u548c\u884c\u4e3a\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u8ffd\u8e2a\u6570\u636e\u4e2d\u7684\u5404\u4e2a\u73af\u8282\u7684\u8017\u65f6\uff0c\u53ef\u4ee5\u627e\u51fa\u6027\u80fd\u4f18\u5316\u7684\u5173\u952e\u70b9\uff1b\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\u4e2d\u7684\u9519\u8bef\u4fe1\u606f\uff0c\u53ef\u4ee5\u53d1\u73b0\u7a0b\u5e8f\u4e2d\u7684\u6f5c\u5728\u95ee\u9898\u3002<\/li>\n

    3. \u5b9e\u73b0\u6709\u6548\u7684\u53ef\u89c2\u6d4b\u6027<\/strong><\/p>\n

  • \u901a\u8fc7\u5c06\u914d\u7f6e\u6587\u4ef6\u6807\u51c6\u5316\u4e0e\u6307\u6807\u3001\u8ddf\u8e2a\u548c\u65e5\u5fd7\u4e00\u8d77\u4f5c\u4e3a\u6838\u5fc3\u53ef\u89c2\u5bdf\u6027\u652f\u67f1\uff0cOTel \u63d0\u4f9b\u4e86\u4e00\u6574\u5957\u53ef\u89c2\u5bdf\u6027\u5de5\u5177\uff0c\u4f7f\u7528\u6237\u80fd\u591f\u5168\u9762\u4e86\u89e3\u5176\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u51b5\u548c\u6027\u80fd\u3002\u8fd9\u610f\u5473\u7740\u5f00\u53d1\u8005\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ef4\u5ea6\u5bf9\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u5206\u6790\uff0c\u800c\u4e0d\u662f\u4ec5\u4ec5\u4f9d\u8d56\u4e8e\u5355\u4e00\u7c7b\u578b\u7684\u6570\u636e\u3002<\/li>\n

    OpenTelemetry \u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\u80fd\u529b\u3002\u901a\u8fc7\u5176\u63d0\u4f9b\u7684\u8ffd\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\u529f\u80fd\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u6df1\u5165\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u51b5\uff0c\u5feb\u901f\u5b9a\u4f4d\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cOpenTelemetry \u6709\u671b\u5728\u672a\u6765\u6210\u4e3a\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u76d1\u63a7\u548c\u5206\u6790\u7684\u4e3b\u6d41\u5de5\u5177\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6784\u5efa\u66f4\u52a0\u53ef\u9760\u548c\u9ad8\u6548\u7684\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    OpenTelemetry \u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e00\u7ec4API\u3001SDK\u548c\u5de5\u5177\uff0c\u7528\u4e8e\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff08\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\uff09\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u76d1\u63a7\u548c\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002\u4ee5\u4e0b\u662f OpenTelemetry \u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u8be6\u7ec6\u5206\u6790\uff1a \u4e00\u3001\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd 1. \u8c03\u7528\u94fe\u8def\u53ef\u89c6\u5316 OpenTelemetry \u53ef\u4ee5\u5c06\u7a0b\u5e8f\u7684\u8c03\u7528\u94fe\u53ef\u89c6\u5316\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u901a\u8fc7 OpenTelemetry \u7684\u8ffd\u8e2a\u529f\u80fd\uff08Traces\uff09\uff0c\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230\u4e00\u4e2a\u8bf7\u6c42\u5728\u591a\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u6d41\u8f6c\u8fc7\u7a0b\uff0c\u5305\u62ec\u6bcf\u4e2a\u670d\u52a1\u7684\u5904\u7406\u65f6\u95f4\u3001\u8c03\u7528\u987a\u5e8f\u7b49\u4fe1\u606f\u3002\u8fd9\u5bf9\u4e8e\u8fd0\u7ef4\u4eba\u5458\u76d1\u63a7\u7a0b\u5e8f\u72b6\u6001\uff0c\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u6545\u969c\u6392\u67e5\uff08trouble shooting\uff09\u90fd\u975e\u5e38\u6709\u5e2e\u52a9\u3002 2. \u63d0\u4f9b\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u8def\u8fd8\u539f\u7b49\u5de5\u5177 \u53ef\u89c2\u6d4b\u94fe\u8def OpenTelemetry \u7248\u4e3a\u5206\u5e03\u5f0f\u5e94\u7528\u7684\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u8c03\u7528\u94fe\u8def\u8fd8\u539f\u3001\u8c03\u7528\u8bf7\u6c42\u91cf\u7edf\u8ba1\u3001\u94fe\u8def\u62d3\u6251\u3001\u5e94\u7528\u4f9d\u8d56\u5206\u6790\u7b49\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2a\u5305\u542b\u591a\u4e2a\u5fae\u670d\u52a1\u7684\u7535\u5546\u5e94\u7528\u4e2d\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\u4e86\u89e3\u5230\u67d0\u4e2a\u7279\u5b9a\u529f\u80fd\uff08\u5982\u7528\u6237\u4e0b\u5355\u6d41\u7a0b\uff09\u6d89\u53ca\u7684\u6240\u6709\u670d\u52a1\u8c03\u7528\u60c5\u51b5\uff0c\u4ee5\u53ca\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u7684\u4f9d\u8d56\u5173\u7cfb\uff0c\u4ece\u800c\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u6240\u5728\u3002 3. \u8bb0\u5f55\u548c\u5bfc\u51fa\u6027\u80fd\u6307\u6807 OpenTelemetry Metrics \u662f OpenTelemetry \u7684\u4e00\u90e8\u5206\uff0c\u7528\u4e8e\u8bb0\u5f55\u548c\u5bfc\u51fa\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6307\u6807\u3002\u5b83\u63d0\u4f9b\u4e86\u4e00\u7ec4\u7075\u6d3b\u7684 API \u548c\u5de5\u5177\uff0c\u7528\u4e8e\u521b\u5efa\u3001\u6ce8\u518c\u548c\u5bfc\u51fa\u5ea6\u91cf\u6307\u6807\uff0c\u4ee5\u4fbf\u5f00\u53d1\u8005\u53ef\u4ee5\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u5404\u79cd\u6027\u80fd\u6307\u6807\uff0c\u5982\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u8d44\u6e90\u5229\u7528\u7387\u7b49\u3002 \u4e8c\u3001\u5206\u6790\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd 1. \u63d0\u4f9b\u7cfb\u7edf\u5168\u8c8c OpenTelemetry\uff08OTel\uff09\u901a\u8fc7\u91c7\u96c6\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ffd\u8e2a\u6570\u636e\uff0c\u63d0\u4f9b\u7cfb\u7edf\u5168\u8c8c\u3002\u4f8b\u5982\uff0c\u5f53\u5e94\u7528\u7a0b\u5e8f\u51fa\u73b0\u6027\u80fd\u95ee\u9898\u65f6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u540c\u65f6\u67e5\u770b\u76f8\u5173\u7684\u6307\u6807\u6570\u636e\uff08\u5982\u67d0\u4e2a\u670d\u52a1\u7684CPU\u4f7f\u7528\u7387\u8fc7\u9ad8\uff09\u3001\u65e5\u5fd7\u4fe1\u606f\uff08\u5982\u670d\u52a1\u5185\u90e8\u7684\u9519\u8bef\u65e5\u5fd7\uff09\u4ee5\u53ca\u8ffd\u8e2a\u6570\u636e\uff08\u5982\u8bf7\u6c42\u5728\u8be5\u670d\u52a1\u4e2d\u7684\u5904\u7406\u6d41\u7a0b\uff09\uff0c\u7efc\u5408\u5206\u6790\u627e\u51fa\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\u3002 2. \u52a9\u529b\u8f6f\u4ef6\u6027\u80fd\u4e0e\u884c\u4e3a\u5206\u6790 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