{"id":38083,"date":"2025-04-23T06:32:30","date_gmt":"2025-04-22T22:32:30","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38083"},"modified":"2025-04-23T06:32:30","modified_gmt":"2025-04-22T22:32:30","slug":"opentelemetry%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e8%87%aa%e5%8a%a8%e5%8c%96%e6%b5%8b%e8%af%95%e5%b7%a5%e5%85%b7%e9%93%be%e8%87%aa%e5%8a%a8%e5%8c%96","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38083.html","title":{"rendered":"OpenTelemetry\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u81ea\u52a8\u5316"},"content":{"rendered":"

\n

\"OpenTelemetry\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u81ea\u52a8\u5316\"<\/p>\n<\/p>\n

OpenTelemetry\u662f\u4e00\u4e2a\u5f00\u653e\u6e90\u4ee3\u7801\u9879\u76ee\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u7ec4\u6807\u51c6\u7684API\u3001SDK\u548c\u5de5\u5177\uff0c\u7528\u4e8e\u5728\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u8fdb\u884c\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u7684\u6536\u96c6\u3001\u4f20\u8f93\u548c\u5206\u6790\u3002\u5b83\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u5e76\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u6765\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u9700\u6c42\u3002<\/p>\n

\u4e8c\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u81ea\u52a8\u5316\u7684\u610f\u4e49<\/h2>\n

\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u662f\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u6db5\u76d6\u4e86\u4ece\u4ee3\u7801\u63d0\u4ea4\u3001\u6784\u5efa\u3001\u6d4b\u8bd5\u5230\u90e8\u7f72\u7684\u6574\u4e2a\u6d41\u7a0b\u3002\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u5177\u6709\u4ee5\u4e0b\u91cd\u8981\u610f\u4e49\uff1a<\/p>\n

1. \u63d0\u9ad8\u6548\u7387<\/strong>\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5feb\u901f\u6267\u884c\u5927\u91cf\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u4ece\u800c\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002<\/p>\n

2. \u589e\u5f3a\u53ef\u9760\u6027<\/strong>\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5728\u6bcf\u6b21\u4ee3\u7801\u53d8\u66f4\u65f6\u6267\u884c\u76f8\u540c\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u786e\u4fdd\u65b0\u7684\u4ee3\u7801\u6ca1\u6709\u5f15\u5165\u65b0\u7684\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u9ad8\u8f6f\u4ef6\u7684\u53ef\u9760\u6027\u3002<\/p>\n

3. \u52a0\u901f\u53cd\u9988\u5faa\u73af<\/strong>\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5728\u77ed\u65f6\u95f4\u5185\u63d0\u4f9b\u5173\u4e8e\u4ee3\u7801\u8d28\u91cf\u7684\u53cd\u9988\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u95ee\u9898\uff0c\u4ece\u800c\u52a0\u5feb\u5f00\u53d1\u5468\u671f\u3002<\/p>\n

4. \u63d0\u5347\u53ef\u7ef4\u62a4\u6027<\/strong>\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u4f7f\u5f97\u6d4b\u8bd5\u8fc7\u7a0b\u66f4\u52a0\u4e00\u81f4\u548c\u53ef\u91cd\u590d\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u66f4\u65b0\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p>\n

\u4e09\u3001OpenTelemetry\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u81ea\u52a8\u5316<\/h2>\n

1. \u6570\u636e\u91c7\u96c6\u7684\u81ea\u52a8\u5316<\/h2>\n

OpenTelemetry\u63d0\u4f9b\u4e86\u65e0\u4fb5\u5165\u5f0f\u7684\u6570\u636e\u91c7\u96c6\u673a\u5236\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u7c7b\u578b\uff08\u5982\u8ddf\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff09\u7684\u81ea\u52a8\u91c7\u96c6\u3002\u5bf9\u4e8e\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0\u6570\u636e\u91c7\u96c6\u7684\u81ea\u52a8\u5316\uff1a<\/p>\n

  • \u81ea\u52a8\u57cb\u70b9<\/strong>\uff1aOpenTelemetry Java Agent\u53ef\u4ee5\u81ea\u52a8\u68c0\u6d4b\u548c\u6536\u96c6Java\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u8ddf\u8e2a\u6570\u636e\uff0c\u65e0\u9700\u5bf9\u4ee3\u7801\u8fdb\u884c\u5927\u91cf\u4fee\u6539\u3002\u8fd9\u4f7f\u5f97\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u91c7\u96c6\u6210\u4e3a\u53ef\u80fd\u3002<\/li>\n
  • \u591a\u8bed\u8a00\u652f\u6301<\/strong>\uff1aOpenTelemetry\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ecJava\u3001Go\u3001Python\u3001JavaScript\u7b49\u3002\u8fd9\u610f\u5473\u7740\u65e0\u8bba\u6d4b\u8bd5\u5de5\u5177\u94fe\u4e2d\u4f7f\u7528\u4f55\u79cd\u8bed\u8a00\u7f16\u5199\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u90fd\u53ef\u4ee5\u4f7f\u7528OpenTelemetry\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u3002<\/li>\n

    2. \u6570\u636e\u4f20\u8f93\u7684\u81ea\u52a8\u5316<\/h2>\n

    OpenTelemetry\u63d0\u4f9b\u4e86\u591a\u79cd\u6570\u636e\u4f20\u8f93\u65b9\u5f0f\uff0c\u5305\u62ec\u76f4\u63a5\u4e0a\u62a5\u548c\u901a\u8fc7OpenTelemetry Collector\u8f6c\u53d1\u3002\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u4f20\u8f93\u65b9\u5f0f\uff1a<\/p>\n

  • \u76f4\u63a5\u4e0a\u62a5<\/strong>\uff1a\u901a\u8fc7\u914d\u7f6eOpenTelemetry Agent\u6216SDK\u7684\u4e0a\u62a5\u63a5\u5165\u70b9\u4fe1\u606f\u548c\u9274\u6743\u4fe1\u606f\uff0c\u53ef\u4ee5\u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\u76f4\u63a5\u53d1\u9001\u5230\u53ef\u89c2\u6d4b\u94fe\u8defOpenTelemetry\u7248\u670d\u52a1\u7aef\u3002\u8fd9\u79cd\u65b9\u5f0f\u9002\u7528\u4e8e\u7b80\u5355\u7684\u6d4b\u8bd5\u73af\u5883\u3002<\/li>\n
  • \u901a\u8fc7Collector\u8f6c\u53d1<\/strong>\uff1aOpenTelemetry Collector\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u6279\u91cf\u5904\u7406\u548c\u8f6c\u53d1\uff0c\u51cf\u8f7b\u540e\u7aef\u670d\u52a1\u7684\u538b\u529b\u3002\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Collector\u5bf9\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406\u548c\u8fc7\u6ee4\uff0c\u63d0\u9ad8\u6570\u636e\u4f20\u8f93\u7684\u6548\u7387\u3002<\/li>\n

    3. \u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u81ea\u52a8\u5316<\/h2>\n

    OpenTelemetry\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\uff1a<\/p>\n

  • \u6570\u636e\u5173\u8054<\/strong>\uff1aOpenTelemetry\u53ef\u4ee5\u5c06\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\uff08\u5982\u8ddf\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff09\u8fdb\u884c\u5173\u8054\uff0c\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u7cfb\u7edf\u89c6\u56fe\u3002\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\uff0c\u53ef\u4ee5\u5229\u7528\u8fd9\u79cd\u5173\u8054\u80fd\u529b\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\u3002<\/li>\n
  • \u53ef\u89c6\u5316\u5de5\u5177<\/strong>\uff1a\u53ef\u89c2\u6d4b\u94fe\u8defOpenTelemetry\u7248\u63a7\u5236\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5982\u5e94\u7528\u603b\u89c8\u3001\u5e94\u7528\u8be6\u60c5\u3001\u63a5\u53e3\u8c03\u7528\u3001SQL\u6027\u80fd\u5206\u6790\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u884c\u4e3a\uff0c\u53d1\u73b0\u6f5c\u5728\u7684\u6027\u80fd\u74f6\u9888\u3002<\/li>\n

    4. \u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\uff08CI\/CD\uff09\u7684\u96c6\u6210<\/h2>\n

    OpenTelemetry\u53ef\u4ee5\u4e0e\u5e38\u89c1\u7684CI\/CD\u5de5\u5177\uff08\u5982Jenkins\u3001GitLab CI\/CD\u7b49\uff09\u96c6\u6210\uff0c\u5c06\u53ef\u89c2\u6d4b\u6027\u878d\u5165\u5230\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\u7684\u6d41\u7a0b\u4e2d\uff1a<\/p>\n

  • \u81ea\u52a8\u5316\u6d4b\u8bd5\u89e6\u53d1<\/strong>\uff1a\u5728CI\/CD\u6d41\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u914d\u7f6e\u5728\u6bcf\u6b21\u4ee3\u7801\u63d0\u4ea4\u6216\u5408\u5e76\u65f6\u81ea\u52a8\u89e6\u53d1\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u5e76\u5c06\u6d4b\u8bd5\u7ed3\u679c\u4e0eOpenTelemetry\u7684\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u5173\u8054\u8d77\u6765\u3002\u8fd9\u6837\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728\u7b2c\u4e00\u65f6\u95f4\u4e86\u89e3\u5230\u4ee3\u7801\u53d8\u66f4\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd\u3002<\/li>\n
  • \u90e8\u7f72\u9a8c\u8bc1<\/strong>\uff1a\u5728\u90e8\u7f72\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528OpenTelemetry\u7684\u6570\u636e\u6765\u9a8c\u8bc1\u65b0\u90e8\u7f72\u7684\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u6309\u9884\u671f\u8fd0\u884c\u3002\u5982\u679c\u51fa\u73b0\u95ee\u9898\uff0c\u53ef\u4ee5\u53ca\u65f6\u56de\u6eda\uff0c\u4ece\u800c\u4fdd\u8bc1\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/li>\n

    \u56db\u3001\u6848\u4f8b\u5206\u6790<\/h2>\n

    \u4e0b\u9762\u4ee5\u4e00\u4e2a\u7b80\u5355\u7684Java\u5e94\u7528\u7a0b\u5e8f\u4e3a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528OpenTelemetry\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u3002<\/p>\n

    1. \u73af\u5883\u51c6\u5907<\/strong>\uff1a<\/p>\n

  • \u514b\u9686\u793a\u4f8b\u4ee3\u7801\u5e93\uff1a`git clone\n
  • \u8fdb\u5165\u793a\u4f8b\u76ee\u5f55\uff1a`cd opentelemetry-java-instrumentation\/examples\/demo`<\/li>\n

    2. \u6dfb\u52a0OpenTelemetry\u4f9d\u8d56<\/strong>\uff1a<\/p>\n

  • \u5728\u9879\u76ee\u7684pom.xml\u6587\u4ef6\u4e2d\uff0c\u6dfb\u52a0OpenTelemetry Java Agent\u7684\u4f9d\u8d56\uff1a<\/li>\n

    xml<\/p>\n

    <\/p>\n

    io.opentelemetry<\/groupId><\/p>\n

    opentelemetry-javaagent<\/artifactId><\/p>\n

    1.21.0<\/version><\/p>\n

    <\/dependency><\/p>\n

    3. \u914d\u7f6e\u4e0a\u62a5\u4fe1\u606f<\/strong>\uff1a<\/p>\n

  • \u5728Java\u542f\u52a8\u547d\u4ee4\u4e2d\u6dfb\u52a0\u4ee5\u4e0b\u53c2\u6570\uff0c\u914d\u7f6e\u4e0a\u62a5\u4fe1\u606f\uff1a<\/li>\n

    bash<\/p>\n

    -javaagent:\/path\/to\/opentelemetry-javaagent.jar <\/p>\n

    -Dotel.resource.attributes=service.name=demo-service <\/p>\n

    -Dotel.exporter.otlp.headers=Authentication=your-token <\/p>\n

    -Dotel.exporter.otlp.endpoint= <\/p>\n

    -jar target\/demo-0.0.1-SNAPSHOT.jar<\/p>\n

    4. \u8fd0\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5<\/strong>\uff1a<\/p>\n

  • \u4f7f\u7528Maven\u6216\u5176\u4ed6\u6784\u5efa\u5de5\u5177\u8fd0\u884c\u81ea\u52a8\u5316\u6d4b\u8bd5\uff1a`mvn clean test`<\/li>\n

    5. \u67e5\u770b\u53ef\u89c2\u6d4b\u6027\u6570\u636e<\/strong>\uff1a<\/p>\n

  • \u767b\u5f55\u53ef\u89c2\u6d4b\u94fe\u8defOpenTelemetry\u7248\u63a7\u5236\u53f0\uff0c\u67e5\u770b\u5e94\u7528\u7684\u94fe\u8def\u6570\u636e\u3001\u6307\u6807\u548c\u65e5\u5fd7\u3002<\/li>\n

    \u901a\u8fc7\u4ee5\u4e0a\u6b65\u9aa4\uff0c\u6211\u4eec\u6210\u529f\u5730\u5c06OpenTelemetry\u96c6\u6210\u5230\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u4e2d\uff0c\u5b9e\u73b0\u4e86\u6570\u636e\u7684\u81ea\u52a8\u91c7\u96c6\u3001\u4f20\u8f93\u548c\u53ef\u89c6\u5316\u5206\u6790\u3002<\/p>\n

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\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u662f\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u6db5\u76d6\u4e86\u4ece\u4ee3\u7801\u63d0\u4ea4\u3001\u6784\u5efa\u3001\u6d4b\u8bd5\u5230\u90e8\u7f72\u7684\u6574\u4e2a\u6d41\u7a0b\u3002\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u5177\u6709\u4ee5\u4e0b\u91cd\u8981\u610f\u4e49\uff1a 1. \u63d0\u9ad8\u6548\u7387\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5feb\u901f\u6267\u884c\u5927\u91cf\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\uff0c\u4ece\u800c\u8282\u7701\u65f6\u95f4\u548c\u8d44\u6e90\u3002 2. \u589e\u5f3a\u53ef\u9760\u6027\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5728\u6bcf\u6b21\u4ee3\u7801\u53d8\u66f4\u65f6\u6267\u884c\u76f8\u540c\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u786e\u4fdd\u65b0\u7684\u4ee3\u7801\u6ca1\u6709\u5f15\u5165\u65b0\u7684\u95ee\u9898\uff0c\u4ece\u800c\u63d0\u9ad8\u8f6f\u4ef6\u7684\u53ef\u9760\u6027\u3002 3. \u52a0\u901f\u53cd\u9988\u5faa\u73af\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u53ef\u4ee5\u5728\u77ed\u65f6\u95f4\u5185\u63d0\u4f9b\u5173\u4e8e\u4ee3\u7801\u8d28\u91cf\u7684\u53cd\u9988\uff0c\u4f7f\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5feb\u901f\u5b9a\u4f4d\u548c\u4fee\u590d\u95ee\u9898\uff0c\u4ece\u800c\u52a0\u5feb\u5f00\u53d1\u5468\u671f\u3002 4. \u63d0\u5347\u53ef\u7ef4\u62a4\u6027\uff1a\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u4f7f\u5f97\u6d4b\u8bd5\u8fc7\u7a0b\u66f4\u52a0\u4e00\u81f4\u548c\u53ef\u91cd\u590d\uff0c\u4fbf\u4e8e\u7ef4\u62a4\u548c\u66f4\u65b0\u6d4b\u8bd5\u7528\u4f8b\u3002 \u4e09\u3001OpenTelemetry\u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u81ea\u52a8\u5316 1. \u6570\u636e\u91c7\u96c6\u7684\u81ea\u52a8\u5316 OpenTelemetry\u63d0\u4f9b\u4e86\u65e0\u4fb5\u5165\u5f0f\u7684\u6570\u636e\u91c7\u96c6\u673a\u5236\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u7c7b\u578b\uff08\u5982\u8ddf\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff09\u7684\u81ea\u52a8\u91c7\u96c6\u3002\u5bf9\u4e8e\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0\u6570\u636e\u91c7\u96c6\u7684\u81ea\u52a8\u5316\uff1a \u81ea\u52a8\u57cb\u70b9\uff1aOpenTelemetry Java Agent\u53ef\u4ee5\u81ea\u52a8\u68c0\u6d4b\u548c\u6536\u96c6Java\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u8ddf\u8e2a\u6570\u636e\uff0c\u65e0\u9700\u5bf9\u4ee3\u7801\u8fdb\u884c\u5927\u91cf\u4fee\u6539\u3002\u8fd9\u4f7f\u5f97\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\u8f7b\u677e\u5b9e\u73b0\u6570\u636e\u91c7\u96c6\u6210\u4e3a\u53ef\u80fd\u3002 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Agent\u6216SDK\u7684\u4e0a\u62a5\u63a5\u5165\u70b9\u4fe1\u606f\u548c\u9274\u6743\u4fe1\u606f\uff0c\u53ef\u4ee5\u5c06\u91c7\u96c6\u5230\u7684\u6570\u636e\u76f4\u63a5\u53d1\u9001\u5230\u53ef\u89c2\u6d4b\u94fe\u8defOpenTelemetry\u7248\u670d\u52a1\u7aef\u3002\u8fd9\u79cd\u65b9\u5f0f\u9002\u7528\u4e8e\u7b80\u5355\u7684\u6d4b\u8bd5\u73af\u5883\u3002 \u901a\u8fc7Collector\u8f6c\u53d1\uff1aOpenTelemetry Collector\u53ef\u4ee5\u5bf9\u6570\u636e\u8fdb\u884c\u6279\u91cf\u5904\u7406\u548c\u8f6c\u53d1\uff0c\u51cf\u8f7b\u540e\u7aef\u670d\u52a1\u7684\u538b\u529b\u3002\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Collector\u5bf9\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406\u548c\u8fc7\u6ee4\uff0c\u63d0\u9ad8\u6570\u636e\u4f20\u8f93\u7684\u6548\u7387\u3002 3. \u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u7684\u81ea\u52a8\u5316 OpenTelemetry\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6570\u636e\u5206\u6790\u548c\u53ef\u89c6\u5316\uff1a \u6570\u636e\u5173\u8054\uff1aOpenTelemetry\u53ef\u4ee5\u5c06\u4e0d\u540c\u6765\u6e90\u7684\u6570\u636e\uff08\u5982\u8ddf\u8e2a\u3001\u6307\u6807\u548c\u65e5\u5fd7\uff09\u8fdb\u884c\u5173\u8054\uff0c\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u7cfb\u7edf\u89c6\u56fe\u3002\u5728\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\uff0c\u53ef\u4ee5\u5229\u7528\u8fd9\u79cd\u5173\u8054\u80fd\u529b\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\u3002 \u53ef\u89c6\u5316\u5de5\u5177\uff1a\u53ef\u89c2\u6d4b\u94fe\u8defOpenTelemetry\u7248\u63a7\u5236\u53f0\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5982\u5e94\u7528\u603b\u89c8\u3001\u5e94\u7528\u8be6\u60c5\u3001\u63a5\u53e3\u8c03\u7528\u3001SQL\u6027\u80fd\u5206\u6790\u7b49\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u66f4\u597d\u5730\u7406\u89e3\u7cfb\u7edf\u884c\u4e3a\uff0c\u53d1\u73b0\u6f5c\u5728\u7684\u6027\u80fd\u74f6\u9888\u3002 4. \u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\uff08CI\/CD\uff09\u7684\u96c6\u6210 OpenTelemetry\u53ef\u4ee5\u4e0e\u5e38\u89c1\u7684CI\/CD\u5de5\u5177\uff08\u5982Jenkins\u3001GitLab CI\/CD\u7b49\uff09\u96c6\u6210\uff0c\u5c06\u53ef\u89c2\u6d4b\u6027\u878d\u5165\u5230\u6301\u7eed\u96c6\u6210\u548c\u6301\u7eed\u90e8\u7f72\u7684\u6d41\u7a0b\u4e2d\uff1a \u81ea\u52a8\u5316\u6d4b\u8bd5\u89e6\u53d1\uff1a\u5728CI\/CD\u6d41\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u914d\u7f6e\u5728\u6bcf\u6b21\u4ee3\u7801\u63d0\u4ea4\u6216\u5408\u5e76\u65f6\u81ea\u52a8\u89e6\u53d1\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u5e76\u5c06\u6d4b\u8bd5\u7ed3\u679c\u4e0eOpenTelemetry\u7684\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u5173\u8054\u8d77\u6765\u3002\u8fd9\u6837\uff0c\u5f00\u53d1\u4eba\u5458\u53ef\u4ee5\u5728\u7b2c\u4e00\u65f6\u95f4\u4e86\u89e3\u5230\u4ee3\u7801\u53d8\u66f4\u5bf9\u7cfb\u7edf\u7684\u5f71\u54cd\u3002 \u90e8\u7f72\u9a8c\u8bc1\uff1a\u5728\u90e8\u7f72\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528OpenTelemetry\u7684\u6570\u636e\u6765\u9a8c\u8bc1\u65b0\u90e8\u7f72\u7684\u5e94\u7528\u7a0b\u5e8f\u662f\u5426\u6309\u9884\u671f\u8fd0\u884c\u3002\u5982\u679c\u51fa\u73b0\u95ee\u9898\uff0c\u53ef\u4ee5\u53ca\u65f6\u56de\u6eda\uff0c\u4ece\u800c\u4fdd\u8bc1\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002 \u56db\u3001\u6848\u4f8b\u5206\u6790 \u4e0b\u9762\u4ee5\u4e00\u4e2a\u7b80\u5355\u7684Java\u5e94\u7528\u7a0b\u5e8f\u4e3a\u4f8b\uff0c\u6f14\u793a\u5982\u4f55\u4f7f\u7528OpenTelemetry\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177\u94fe\u7684\u81ea\u52a8\u5316\u3002 1. \u73af\u5883\u51c6\u5907\uff1a \u514b\u9686\u793a\u4f8b\u4ee3\u7801\u5e93\uff1a`git clone \u8fdb\u5165\u793a\u4f8b\u76ee\u5f55\uff1a`cd opentelemetry-java-instrumentation\/examples\/demo` 2. \u6dfb\u52a0OpenTelemetry\u4f9d\u8d56\uff1a \u5728\u9879\u76ee\u7684pom.xml\u6587\u4ef6\u4e2d\uff0c\u6dfb\u52a0OpenTelemetry Java Agent\u7684\u4f9d\u8d56\uff1a xml io.opentelemetry opentelemetry-javaagent 1.21.0 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