{"id":38095,"date":"2025-04-23T06:57:40","date_gmt":"2025-04-22T22:57:40","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38095"},"modified":"2025-04-23T06:57:40","modified_gmt":"2025-04-22T22:57:40","slug":"opentelemetry%e5%a6%82%e4%bd%95%e5%b8%ae%e5%8a%a9%e5%bc%80%e5%8f%91%e8%80%85%e5%9c%a8%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e5%ba%94%e7%94%a8%e4%b8%ad%e8%bf%9b%e8%a1%8c%e7%9b%91%e6%8e%a7","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38095.html","title":{"rendered":"OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e2d\u8fdb\u884c\u76d1\u63a7"},"content":{"rendered":"

\n

\"OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e2d\u8fdb\u884c\u76d1\u63a7\"<\/p>\n<\/p>\n

\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u76d1\u63a7\u662f\u786e\u4fdd\u7cfb\u7edf\u6027\u80fd\u548c\u53ef\u9760\u6027\u7684\u5173\u952e\u73af\u8282\u3002OpenTelemetry\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u6b63\u9010\u6e10\u6210\u4e3a\u5f00\u53d1\u8005\u76d1\u63a7\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5f97\u529b\u5de5\u5177\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e2d\u8fdb\u884c\u76d1\u63a7\uff0c\u5305\u62ec\u5176\u6838\u5fc3\u529f\u80fd\u3001\u4f18\u52bf\u4ee5\u53ca\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u3002<\/p>\n

OpenTelemetry\u7684\u6838\u5fc3\u529f\u80fd<\/h2>\n

OpenTelemetry\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u7684\u5de5\u5177\u548cAPI\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6536\u96c6\u3001\u5904\u7406\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u5305\u62ec\uff1a<\/p>\n

  • \u5206\u5e03\u5f0f\u8ffd\u8e2a<\/strong>\uff1a\u901a\u8fc7\u8ddf\u8e2a\u8bf7\u6c42\u5728\u591a\u4e2a\u670d\u52a1\u95f4\u7684\u4f20\u64ad\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u5e94\u7528\u7684\u8c03\u7528\u94fe\u8def\u548c\u6027\u80fd\u74f6\u9888\u3002<\/li>\n
  • \u6307\u6807\u6536\u96c6<\/strong>\uff1a\u6536\u96c6\u7cfb\u7edf\u548c\u5e94\u7528\u7684\u6027\u80fd\u6307\u6807\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u6d88\u8017\u7b49\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6027\u80fd\u5206\u6790\u548c\u4f18\u5316\u3002<\/li>\n
  • \u65e5\u5fd7\u8bb0\u5f55<\/strong>\uff1a\u8bb0\u5f55\u5e94\u7528\u8fd0\u884c\u65f6\u7684\u65e5\u5fd7\u4fe1\u606f\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u8bca\u65ad\u95ee\u9898\u548c\u76d1\u63a7\u7cfb\u7edf\u5065\u5eb7\u72b6\u51b5\u3002<\/li>\n

    OpenTelemetry\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u76d1\u63a7\u4e2d\u7684\u4f18\u52bf<\/h2>\n

    1. \u6807\u51c6\u5316\u6570\u636e\u683c\u5f0f<\/strong>\uff1aOpenTelemetry\u63d0\u4f9b\u4e86\u6807\u51c6\u5316\u7684\u6570\u636e\u683c\u5f0f\u548c\u534f\u8bae\uff0c\u4f7f\u5f97\u4e0d\u540c\u7684\u76d1\u63a7\u5de5\u5177\u548c\u5e73\u53f0\u53ef\u4ee5\u65e0\u7f1d\u96c6\u6210\uff0c\u51cf\u5c11\u4e86\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u91cf\u3002<\/p>\n

    2. \u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1aOpenTelemetry\u63d0\u4f9b\u4e86\u591a\u79cd\u8bed\u8a00\u7684API\u548cSDK\uff0c\u652f\u6301Python\u3001Java\u3001Node.js\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u65b9\u4fbf\u4e0d\u540c\u6280\u672f\u6808\u7684\u5f00\u53d1\u8005\u4f7f\u7528\u3002<\/p>\n

    3. \u53ef\u6269\u5c55\u6027<\/strong>\uff1aOpenTelemetry\u7684\u8bbe\u8ba1\u8003\u8651\u4e86\u53ef\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u8f7b\u677e\u9002\u5e94\u5927\u89c4\u6a21\u3001\u5206\u5e03\u5f0f\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u573a\u666f\u3002<\/p>\n

    4. \u793e\u533a\u652f\u6301<\/strong>\uff1a\u4f5c\u4e3aCNCF\u7684\u5b75\u5316\u9879\u76ee\uff0cOpenTelemetry\u62e5\u6709\u5e9e\u5927\u7684\u793e\u533a\u652f\u6301\uff0c\u4e0d\u65ad\u66f4\u65b0\u548c\u6539\u8fdb\uff0c\u786e\u4fdd\u4e86\u5176\u6280\u672f\u7684\u524d\u6cbf\u6027\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n

    \u5b9e\u9645\u5e94\u7528\u6848\u4f8b<\/h2>\n

    1. \u751f\u6210\u5f0fAI\u5e94\u7528\u76d1\u63a7<\/strong>\uff1a\u6709\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528OpenTelemetry Python\u5e93\u76d1\u63a7\u5e26\u6709OpenAI\u5ba2\u6237\u7aef\u7684\u751f\u6210\u5f0fAI\u5e94\u7528\u7a0b\u5e8f\uff0c\u901a\u8fc7\u5b89\u88c5OpenTelemetry\u4f9d\u8d56\u9879\uff0c\u80fd\u591f\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u76d1\u63a7\u3002<\/p>\n

    2. Jina\u4e2d\u7684\u5e94\u7528<\/strong>\uff1aJina 3.12\u4e2d\u5f15\u5165\u4e86\u8ddf\u8e2a\u548c\u76d1\u63a7\u529f\u80fd\uff0c\u4f7f\u7528OpenTelemetry\u6784\u5efa\u6587\u672c\u5230\u56fe\u50cf\u641c\u7d22\u7cfb\u7edf\uff0c\u901a\u8fc7Sentry\u53ef\u89c6\u5316\u5fae\u670d\u52a1\u62a5\u544a\u64cd\u4f5c\uff0c\u5e2e\u52a9\u7528\u6237\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\u3002<\/p>\n

    OpenTelemetry\u901a\u8fc7\u63d0\u4f9b\u6807\u51c6\u5316\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u548c\u5904\u7406\u65b9\u6cd5\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e2d\u5b9e\u73b0\u4e86\u9ad8\u6548\u7684\u76d1\u63a7\u3002\u5176\u591a\u8bed\u8a00\u652f\u6301\u3001\u53ef\u6269\u5c55\u6027\u548c\u793e\u533a\u652f\u6301\uff0c\u4f7f\u5f97\u5b83\u6210\u4e3a\u76d1\u63a7\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u7406\u60f3\u9009\u62e9\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cOpenTelemetry\u6709\u671b\u5728\u672a\u6765\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u76d1\u63a7\u4e2d\u53d1\u6325\u66f4\u52a0\u91cd\u8981\u7684\u4f5c\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u76d1\u63a7\u662f\u786e\u4fdd\u7cfb\u7edf\u6027\u80fd\u548c\u53ef\u9760\u6027\u7684\u5173\u952e\u73af\u8282\u3002OpenTelemetry\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u53ef\u89c2\u6d4b\u6027\u6846\u67b6\uff0c\u6b63\u9010\u6e10\u6210\u4e3a\u5f00\u53d1\u8005\u76d1\u63a7\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5f97\u529b\u5de5\u5177\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8OpenTelemetry\u5982\u4f55\u5e2e\u52a9\u5f00\u53d1\u8005\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u4e2d\u8fdb\u884c\u76d1\u63a7\uff0c\u5305\u62ec\u5176\u6838\u5fc3\u529f\u80fd\u3001\u4f18\u52bf\u4ee5\u53ca\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u3002 OpenTelemetry\u7684\u6838\u5fc3\u529f\u80fd OpenTelemetry\u63d0\u4f9b\u4e86\u4e00\u7cfb\u5217\u7684\u5de5\u5177\u548cAPI\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u6536\u96c6\u3001\u5904\u7406\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u5305\u62ec\uff1a \u5206\u5e03\u5f0f\u8ffd\u8e2a\uff1a\u901a\u8fc7\u8ddf\u8e2a\u8bf7\u6c42\u5728\u591a\u4e2a\u670d\u52a1\u95f4\u7684\u4f20\u64ad\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u7406\u89e3\u5e94\u7528\u7684\u8c03\u7528\u94fe\u8def\u548c\u6027\u80fd\u74f6\u9888\u3002 \u6307\u6807\u6536\u96c6\uff1a\u6536\u96c6\u7cfb\u7edf\u548c\u5e94\u7528\u7684\u6027\u80fd\u6307\u6807\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u6d88\u8017\u7b49\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6027\u80fd\u5206\u6790\u548c\u4f18\u5316\u3002 \u65e5\u5fd7\u8bb0\u5f55\uff1a\u8bb0\u5f55\u5e94\u7528\u8fd0\u884c\u65f6\u7684\u65e5\u5fd7\u4fe1\u606f\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u8bca\u65ad\u95ee\u9898\u548c\u76d1\u63a7\u7cfb\u7edf\u5065\u5eb7\u72b6\u51b5\u3002 OpenTelemetry\u5728\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u76d1\u63a7\u4e2d\u7684\u4f18\u52bf 1. \u6807\u51c6\u5316\u6570\u636e\u683c\u5f0f\uff1aOpenTelemetry\u63d0\u4f9b\u4e86\u6807\u51c6\u5316\u7684\u6570\u636e\u683c\u5f0f\u548c\u534f\u8bae\uff0c\u4f7f\u5f97\u4e0d\u540c\u7684\u76d1\u63a7\u5de5\u5177\u548c\u5e73\u53f0\u53ef\u4ee5\u65e0\u7f1d\u96c6\u6210\uff0c\u51cf\u5c11\u4e86\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u91cf\u3002 2. \u591a\u8bed\u8a00\u652f\u6301\uff1aOpenTelemetry\u63d0\u4f9b\u4e86\u591a\u79cd\u8bed\u8a00\u7684API\u548cSDK\uff0c\u652f\u6301Python\u3001Java\u3001Node.js\u7b49\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u65b9\u4fbf\u4e0d\u540c\u6280\u672f\u6808\u7684\u5f00\u53d1\u8005\u4f7f\u7528\u3002 3. \u53ef\u6269\u5c55\u6027\uff1aOpenTelemetry\u7684\u8bbe\u8ba1\u8003\u8651\u4e86\u53ef\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u8f7b\u677e\u9002\u5e94\u5927\u89c4\u6a21\u3001\u5206\u5e03\u5f0f\u7684\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u573a\u666f\u3002 4. \u793e\u533a\u652f\u6301\uff1a\u4f5c\u4e3aCNCF\u7684\u5b75\u5316\u9879\u76ee\uff0cOpenTelemetry\u62e5\u6709\u5e9e\u5927\u7684\u793e\u533a\u652f\u6301\uff0c\u4e0d\u65ad\u66f4\u65b0\u548c\u6539\u8fdb\uff0c\u786e\u4fdd\u4e86\u5176\u6280\u672f\u7684\u524d\u6cbf\u6027\u548c\u7a33\u5b9a\u6027\u3002 \u5b9e\u9645\u5e94\u7528\u6848\u4f8b 1. \u751f\u6210\u5f0fAI\u5e94\u7528\u76d1\u63a7\uff1a\u6709\u793a\u4f8b\u5c55\u793a\u4e86\u5982\u4f55\u4f7f\u7528OpenTelemetry Python\u5e93\u76d1\u63a7\u5e26\u6709OpenAI\u5ba2\u6237\u7aef\u7684\u751f\u6210\u5f0fAI\u5e94\u7528\u7a0b\u5e8f\uff0c\u901a\u8fc7\u5b89\u88c5OpenTelemetry\u4f9d\u8d56\u9879\uff0c\u80fd\u591f\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u76d1\u63a7\u3002 2. 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