{"id":24405,"date":"2025-01-15T15:04:04","date_gmt":"2025-01-15T07:04:04","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=24405"},"modified":"2025-01-15T15:04:04","modified_gmt":"2025-01-15T07:04:04","slug":"opentelemetry%e5%a6%82%e4%bd%95%e6%94%af%e6%8c%81%e5%a4%9a%e7%8e%af%e5%a2%83%e5%92%8c%e5%a4%9a%e9%98%b6%e6%ae%b5%e9%83%a8%e7%bd%b2%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/24405.html","title":{"rendered":"OpenTelemetry\u5982\u4f55\u652f\u6301\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72\uff1f"},"content":{"rendered":"

\t\t\t\t\n\n

\"OpenTelemetry\u5982\u4f55\u652f\u6301\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72\uff1f\"<\/p>\n\n<\/p>\n\n\n\n

\u5728\u73b0\u4ee3\u8f6f\u4ef6\u5f00\u53d1\u4e2d\uff0c\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72<\/strong>\u5df2\u6210\u4e3a\u5e38\u6001\u3002\u65e0\u8bba\u662f\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u9884\u53d1\u5e03\u8fd8\u662f\u751f\u4ea7\u73af\u5883\uff0c\u56e2\u961f\u90fd\u9700\u8981\u786e\u4fdd\u5e94\u7528\u7a0b\u5e8f\u5728\u4e0d\u540c\u9636\u6bb5\u7684\u8868\u73b0\u4e00\u81f4\u4e14\u53ef\u8ffd\u8e2a\u3002\u7136\u800c\uff0c\u968f\u7740\u7cfb\u7edf\u590d\u6742\u6027\u7684\u589e\u52a0\uff0c\u76d1\u63a7\u548c\u8ffd\u8e2a\u8fd9\u4e9b\u73af\u5883\u4e2d\u7684\u6027\u80fd\u95ee\u9898\u53d8\u5f97\u6108\u53d1\u56f0\u96be\u3002\u8fd9\u5c31\u662fOpenTelemetry<\/strong>\u7684\u7528\u6b66\u4e4b\u5730\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5f00\u6e90\u7684\u89c2\u6d4b\u6846\u67b6\uff0cOpenTelemetry \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u6765\u652f\u6301\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72\uff0c\u5e2e\u52a9\u56e2\u961f\u5b9e\u73b0\u7aef\u5230\u7aef\u7684\u53ef\u89c2\u6d4b\u6027\u3002<\/p>\n\n\n\n\n

OpenTelemetry \u7684\u6838\u5fc3\u4ef7\u503c<\/h3>\n\n\n\n\n

OpenTelemetry \u662f\u4e00\u4e2a\u8de8\u8bed\u8a00\u3001\u8de8\u5e73\u53f0\u7684\u89c2\u6d4b\u6846\u67b6<\/strong>\uff0c\u65e8\u5728\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u63d0\u4f9b\u7edf\u4e00\u7684\u9065\u6d4b\u6570\u636e\u6536\u96c6\u3001\u5904\u7406\u548c\u5bfc\u51fa\u80fd\u529b\u3002\u5b83\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08\u5982 Java\u3001Python\u3001Go \u7b49\uff09\uff0c\u5e76\u4e14\u53ef\u4ee5\u4e0e\u591a\u79cd\u540e\u7aef\u7cfb\u7edf\uff08\u5982 Prometheus\u3001Jaeger\u3001Elasticsearch \u7b49\uff09\u65e0\u7f1d\u96c6\u6210\u3002\u901a\u8fc7 OpenTelemetry\uff0c\u5f00\u53d1\u56e2\u961f\u53ef\u4ee5\u8f7b\u677e\u6536\u96c6\u6307\u6807\uff08Metrics\uff09\u3001\u65e5\u5fd7\uff08Logs\uff09\u548c\u8ffd\u8e2a\uff08Traces\uff09<\/strong>\uff0c\u4ece\u800c\u5168\u9762\u4e86\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\u3002<\/p>\n\n\n\n\n

\u5728\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72\u4e2d\uff0cOpenTelemetry \u7684\u4ef7\u503c\u5c24\u4e3a\u7a81\u51fa\u3002\u5b83\u4e0d\u4ec5\u80fd\u591f\u5e2e\u52a9\u56e2\u961f\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u4fdd\u6301\u4e00\u81f4\u7684\u89c2\u6d4b\u80fd\u529b\uff0c\u8fd8\u80fd\u901a\u8fc7\u7075\u6d3b\u7684\u914d\u7f6e\u548c\u6269\u5c55\u673a\u5236\uff0c\u9002\u5e94\u4e0d\u540c\u9636\u6bb5\u7684\u76d1\u63a7\u9700\u6c42\u3002<\/p>\n\n\n\n\n

\u591a\u73af\u5883\u90e8\u7f72\u4e2d\u7684\u6311\u6218<\/h3>\n\n\n\n\n

\u5728\u591a\u73af\u5883\u90e8\u7f72\u4e2d\uff0c\u56e2\u961f\u901a\u5e38\u9700\u8981\u9762\u5bf9\u4ee5\u4e0b\u51e0\u4e2a\u6311\u6218\uff1a<\/p>\n\n\n\n\n

    \n\n\n
  1. \u73af\u5883\u5dee\u5f02<\/strong>\uff1a\u5f00\u53d1\u3001\u6d4b\u8bd5\u3001\u9884\u53d1\u5e03\u548c\u751f\u4ea7\u73af\u5883\u4e4b\u95f4\u7684\u914d\u7f6e\u548c\u8d44\u6e90\u53ef\u80fd\u4e0d\u540c\uff0c\u5bfc\u81f4\u6027\u80fd\u8868\u73b0\u4e0d\u4e00\u81f4\u3002<\/li>\n\n\n\n\n
  2. \u6570\u636e\u9694\u79bb<\/strong>\uff1a\u4e0d\u540c\u73af\u5883\u7684\u89c2\u6d4b\u6570\u636e\u9700\u8981\u9694\u79bb\uff0c\u4ee5\u907f\u514d\u6df7\u6dc6\u548c\u8bef\u5224\u3002<\/li>\n\n\n\n\n
  3. \u914d\u7f6e\u7ba1\u7406<\/strong>\uff1a\u5982\u4f55\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u9ad8\u6548\u7ba1\u7406\u89c2\u6d4b\u5de5\u5177\u7684\u914d\u7f6e\uff0c\u662f\u4e00\u4e2a\u590d\u6742\u7684\u95ee\u9898\u3002<\/li>\n\n\n\n\n
  4. \u6210\u672c\u63a7\u5236<\/strong>\uff1a\u751f\u4ea7\u73af\u5883\u7684\u6570\u636e\u91cf\u901a\u5e38\u8fdc\u5927\u4e8e\u5176\u4ed6\u73af\u5883\uff0c\u5982\u4f55\u5728\u4fdd\u8bc1\u89c2\u6d4b\u80fd\u529b\u7684\u540c\u65f6\u63a7\u5236\u6210\u672c\uff0c\u662f\u4e00\u4e2a\u91cd\u8981\u7684\u8003\u91cf\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

    OpenTelemetry \u901a\u8fc7\u5176\u7075\u6d3b\u7684\u67b6\u6784\u548c\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u4e3a\u8fd9\u4e9b\u6311\u6218\u63d0\u4f9b\u4e86\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n\n

    OpenTelemetry \u5982\u4f55\u652f\u6301\u591a\u73af\u5883\u90e8\u7f72<\/h3>\n\n\n\n\n

    1. \u7edf\u4e00\u7684\u6570\u636e\u6536\u96c6\u4e0e\u5bfc\u51fa<\/strong><\/h4>\n\n\n\n\n

    OpenTelemetry \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684 API \u548c SDK\uff0c\u4f7f\u5f97\u5f00\u53d1\u56e2\u961f\u53ef\u4ee5\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u4f7f\u7528\u76f8\u540c\u7684\u4ee3\u7801\u6765\u6536\u96c6\u9065\u6d4b\u6570\u636e\u3002\u65e0\u8bba\u662f\u5f00\u53d1\u73af\u5883\u8fd8\u662f\u751f\u4ea7\u73af\u5883\uff0cOpenTelemetry \u90fd\u80fd\u786e\u4fdd\u6570\u636e\u7684\u4e00\u81f4\u6027\u548c\u5b8c\u6574\u6027\u3002\u6b64\u5916\uff0cOpenTelemetry \u652f\u6301\u591a\u79cd\u5bfc\u51fa\u5668\uff08Exporters\uff09\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u53d1\u9001\u5230\u4e0d\u540c\u7684\u540e\u7aef\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u5f00\u53d1\u73af\u5883\u53ef\u4ee5\u4f7f\u7528 Jaeger \u8fdb\u884c\u8ffd\u8e2a\uff0c\u800c\u751f\u4ea7\u73af\u5883\u53ef\u4ee5\u4f7f\u7528 Prometheus \u8fdb\u884c\u6307\u6807\u76d1\u63a7\u3002<\/p>\n\n\n\n\n

    2. \u73af\u5883\u611f\u77e5\u7684\u914d\u7f6e\u7ba1\u7406<\/strong><\/h4>\n\n\n\n\n

    OpenTelemetry \u652f\u6301\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u6216\u73af\u5883\u53d8\u91cf\u6765\u52a8\u6001\u8c03\u6574\u89c2\u6d4b\u5de5\u5177\u7684\u914d\u7f6e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u4e0d\u540c\u7684\u73af\u5883\u53d8\u91cf\u6765\u6307\u5b9a\u4e0d\u540c\u73af\u5883\u7684\u6570\u636e\u5bfc\u51fa\u76ee\u6807\u3002\u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u7b80\u5316\u4e86\u914d\u7f6e\u7ba1\u7406\uff0c\u8fd8\u907f\u514d\u4e86\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u624b\u52a8\u4fee\u6539\u4ee3\u7801\u7684\u9ebb\u70e6\u3002<\/p>\n\n\n\n\n

    # \u793a\u4f8b\uff1aOpenTelemetry \u914d\u7f6e\u6587\u4ef6
    \nexporters:
    \n  jaeger:
    \n    endpoint: "http:\/\/localhost:14268\/api\/traces"
    \n  prometheus:
    \n    endpoint: "0.0.0.0:9090"
    \n
    \nservice:
    \n  pipelines:
    \n    traces:
    \n      exporters: [jaeger]
    \n    metrics:
    \n      exporters: [prometheus]
    \n<\/code><\/pre>\n\n\n\n\n
    \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u56e2\u961f\u53ef\u4ee5\u8f7b\u677e\u5730\u4e3a\u4e0d\u540c\u73af\u5883\u914d\u7f6e\u4e0d\u540c\u7684\u89c2\u6d4b\u7b56\u7565\u3002<\/p>\n\n\n\n\n
    3. \u6570\u636e\u9694\u79bb\u4e0e\u6807\u7b7e\u5316<\/strong><\/h4>\n\n\n\n\n
    \u5728\u591a\u73af\u5883\u90e8\u7f72\u4e2d\uff0c\u6570\u636e\u9694\u79bb\u662f\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u3002OpenTelemetry \u652f\u6301\u901a\u8fc7\u8d44\u6e90\u6807\u7b7e\uff08Resource Attributes\uff09\u6765\u533a\u5206\u4e0d\u540c\u73af\u5883\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u73af\u5883\u8bbe\u7f6e\u4e00\u4e2a\u552f\u4e00\u7684\u6807\u7b7e\uff08\u5982 environment=dev<\/code> \u6216 environment=prod<\/code>\uff09\uff0c\u4ece\u800c\u5728\u540e\u7aef\u7cfb\u7edf\u4e2d\u5b9e\u73b0\u6570\u636e\u7684\u9694\u79bb\u548c\u8fc7\u6ee4\u3002<\/p>\n\n\n\n\n
    \/\/ \u793a\u4f8b\uff1a\u4e3a\u73af\u5883\u6dfb\u52a0\u8d44\u6e90\u6807\u7b7e
    \nresource := resource.NewWithAttributes(
    \n    semconv.SchemaURL,
    \n    attribute.String("environment", "dev"),
    \n)
    \n<\/code><\/pre>\n\n\n\n\n
    \u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u786e\u4fdd\u4e86\u6570\u636e\u7684\u9694\u79bb\u6027\uff0c\u8fd8\u4f7f\u5f97\u56e2\u961f\u80fd\u591f\u66f4\u7075\u6d3b\u5730\u5206\u6790\u548c\u6bd4\u8f83\u4e0d\u540c\u73af\u5883\u7684\u8868\u73b0\u3002<\/p>\n\n\n\n\n
    4. \u6210\u672c\u63a7\u5236\u4e0e\u91c7\u6837\u7b56\u7565<\/strong><\/h4>\n\n\n\n\n
    \u5728\u751f\u4ea7\u73af\u5883\u4e2d\uff0c\u6570\u636e\u91cf\u901a\u5e38\u975e\u5e38\u5927\uff0c\u76f4\u63a5\u6536\u96c6\u6240\u6709\u6570\u636e\u53ef\u80fd\u4f1a\u5bfc\u81f4\u9ad8\u6602\u7684\u6210\u672c\u3002OpenTelemetry \u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u91c7\u6837\u7b56\u7565\uff08Sampling\uff09<\/strong>\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u8c03\u6574\u6570\u636e\u6536\u96c6\u7684\u9891\u7387\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5728\u5f00\u53d1\u73af\u5883\u4e2d\u6536\u96c6\u6240\u6709\u6570\u636e\uff0c\u800c\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u4ec5\u6536\u96c6\u90e8\u5206\u6570\u636e\u3002\u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u964d\u4f4e\u4e86\u6210\u672c\uff0c\u8fd8\u786e\u4fdd\u4e86\u5173\u952e\u6570\u636e\u7684\u5b8c\u6574\u6027\u3002<\/p>\n\n\n\n\n
    # \u793a\u4f8b\uff1a\u91c7\u6837\u7b56\u7565\u914d\u7f6e
    \nsampling:
    \n  probability: 0.1  # \u4ec5\u6536\u96c6 10% \u7684\u6570\u636e
    \n<\/code><\/pre>\n\n\n\n\n
    \u591a\u9636\u6bb5\u90e8\u7f72\u4e2d\u7684\u89c2\u6d4b\u9700\u6c42<\/h3>\n\n\n\n\n
    \u5728\u591a\u9636\u6bb5\u90e8\u7f72\u4e2d\uff0c\u56e2\u961f\u901a\u5e38\u9700\u8981\u9762\u5bf9\u4ee5\u4e0b\u51e0\u4e2a\u9700\u6c42\uff1a<\/p>\n\n\n\n\n
      \n\n\n
    1. \u9636\u6bb5\u95f4\u7684\u6570\u636e\u5bf9\u6bd4<\/strong>\uff1a\u5982\u4f55\u6bd4\u8f83\u4e0d\u540c\u9636\u6bb5\u7684\u6027\u80fd\u8868\u73b0\uff0c\u4ee5\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u3002<\/li>\n\n\n\n\n
    2. \u5feb\u901f\u53cd\u9988<\/strong>\uff1a\u5982\u4f55\u5728\u65e9\u671f\u9636\u6bb5\uff08\u5982\u5f00\u53d1\u6216\u6d4b\u8bd5\uff09\u5feb\u901f\u53d1\u73b0\u95ee\u9898\uff0c\u907f\u514d\u95ee\u9898\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u3002<\/li>\n\n\n\n\n
    3. \u81ea\u52a8\u5316\u96c6\u6210<\/strong>\uff1a\u5982\u4f55\u5c06\u89c2\u6d4b\u5de5\u5177\u4e0e CI\/CD \u7ba1\u9053\u96c6\u6210\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6027\u80fd\u76d1\u63a7\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n
      OpenTelemetry \u901a\u8fc7\u5176\u5f3a\u5927\u7684\u529f\u80fd\u548c\u7075\u6d3b\u7684\u6269\u5c55\u673a\u5236\uff0c\u4e3a\u8fd9\u4e9b\u9700\u6c42\u63d0\u4f9b\u4e86\u652f\u6301\u3002<\/p>\n\n\n\n\n
      1. \u9636\u6bb5\u95f4\u7684\u6570\u636e\u5bf9\u6bd4<\/strong><\/h4>\n\n\n\n\n
      OpenTelemetry \u652f\u6301\u5c06\u4e0d\u540c\u9636\u6bb5\u7684\u89c2\u6d4b\u6570\u636e\u5bfc\u51fa\u5230\u540c\u4e00\u4e2a\u540e\u7aef\u7cfb\u7edf\uff0c\u5e76\u901a\u8fc7\u6807\u7b7e\u8fdb\u884c\u533a\u5206\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5c06\u5f00\u53d1\u3001\u6d4b\u8bd5\u548c\u751f\u4ea7\u73af\u5883\u7684\u6570\u636e\u90fd\u53d1\u9001\u5230 Prometheus\uff0c\u7136\u540e\u901a\u8fc7 Grafana \u521b\u5efa\u4eea\u8868\u76d8\uff0c\u76f4\u89c2\u6bd4\u8f83\u4e0d\u540c\u9636\u6bb5\u7684\u6027\u80fd\u8868\u73b0\u3002<\/p>\n\n\n\n\n
      # \u793a\u4f8b\uff1aGrafana \u67e5\u8be2\u8bed\u53e5
      \nsum(rate(http_requests_total{environment="dev"}[1m])) 
      \nvs 
      \nsum(rate(http_requests_total{environment="prod"}[1m]))
      \n<\/code><\/pre>\n\n\n\n\n
      \u8fd9\u79cd\u65b9\u5f0f\u4f7f\u5f97\u56e2\u961f\u80fd\u591f\u5feb\u901f\u53d1\u73b0\u9636\u6bb5\u95f4\u7684\u6027\u80fd\u5dee\u5f02\uff0c\u5e76\u91c7\u53d6\u76f8\u5e94\u7684\u4f18\u5316\u63aa\u65bd\u3002<\/p>\n\n\n\n\n
      2. \u5feb\u901f\u53cd\u9988\u4e0e\u95ee\u9898\u5b9a\u4f4d<\/strong><\/h4>\n\n\n\n\n
      \u5728\u5f00\u53d1\u6216\u6d4b\u8bd5\u9636\u6bb5\uff0cOpenTelemetry \u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\u548c\u9519\u8bef\u3002\u4f8b\u5982\uff0c\u901a\u8fc7 Jaeger \u7684\u5206\u5e03\u5f0f\u8ffd\u8e2a\u529f\u80fd\uff0c\u56e2\u961f\u53ef\u4ee5\u6e05\u6670\u5730\u770b\u5230\u8bf7\u6c42\u5728\u4e0d\u540c\u670d\u52a1\u95f4\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u4ece\u800c\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6240\u5728\u3002<\/p>\n\n\n\n\n
      # \u793a\u4f8b\uff1aJaeger \u8ffd\u8e2a\u754c\u9762
      \nService A -> Service B -> Service C
      \n<\/code><\/pre>\n\n\n\n\n
      \u8fd9\u79cd\u65b9\u5f0f\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u95ee\u9898\u5b9a\u4f4d\u7684\u6548\u7387\uff0c\u8fd8\u51cf\u5c11\u4e86\u95ee\u9898\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u7684\u98ce\u9669\u3002<\/p>\n\n\n\n\n
      3. \u81ea\u52a8\u5316\u96c6\u6210\u4e0e CI\/CD \u7ba1\u9053<\/strong><\/h4>\n\n\n\n\n
      OpenTelemetry \u53ef\u4ee5\u4e0e CI\/CD \u5de5\u5177\uff08\u5982 Jenkins\u3001GitLab CI \u7b49\uff09\u65e0\u7f1d\u96c6\u6210\uff0c\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6027\u80fd\u76d1\u63a7\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u5728\u6bcf\u6b21\u6784\u5efa\u5b8c\u6210\u540e\u81ea\u52a8\u8fd0\u884c\u6027\u80fd\u6d4b\u8bd5\uff0c\u5e76\u5c06\u7ed3\u679c\u5bfc\u51fa\u5230 Prometheus \u6216 Jaeger\u3002\u8fd9\u79cd\u65b9\u5f0f\u4f7f\u5f97\u56e2\u961f\u80fd\u591f\u5728\u65e9\u671f\u9636\u6bb5\u53d1\u73b0\u95ee\u9898\uff0c\u4ece\u800c\u907f\u514d\u95ee\u9898\u8fdb\u5165\u751f\u4ea7\u73af\u5883\u3002<\/p>\n\n\n\n\n
      # \u793a\u4f8b\uff1aGitLab CI \u914d\u7f6e
      \nstages:
      \n  - test
      \n  - deploy
      \n
      \nperformance_test:
      \n  stage: test
      \n  script:
      \n    - run_performance_tests
      \n    - export_metrics_to_prometheus
      \n<\/code><\/pre>\n\n\n\n\n
      \u901a\u8fc7\u8fd9\u79cd\u65b9\u5f0f\uff0c\u56e2\u961f\u53ef\u4ee5\u5b9e\u73b0\u4ece\u5f00\u53d1\u5230\u751f\u4ea7\u7684\u5168\u6d41\u7a0b\u89c2\u6d4b\uff0c\u786e\u4fdd\u6bcf\u4e2a\u9636\u6bb5\u7684\u6027\u80fd\u8868\u73b0\u90fd\u7b26\u5408\u9884\u671f\u3002<\/p>\n\n\n\n\n
      \u603b\u7ed3<\/h3>\n\n\n\n\n
      OpenTelemetry \u901a\u8fc7\u5176\u7edf\u4e00\u7684 API\u3001\u7075\u6d3b\u7684\u914d\u7f6e\u7ba1\u7406\u548c\u5f3a\u5927\u7684\u6269\u5c55\u80fd\u529b\uff0c\u4e3a\u591a\u73af\u5883\u548c\u591a\u9636\u6bb5\u90e8\u7f72\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u89c2\u6d4b\u652f\u6301\u3002\u65e0\u8bba\u662f\u73af\u5883\u5dee\u5f02\u3001\u6570\u636e\u9694\u79bb\u8fd8\u662f\u6210\u672c\u63a7\u5236\uff0cOpenTelemetry \u90fd\u80fd\u5e2e\u52a9\u56e2\u961f\u8f7b\u677e\u5e94\u5bf9\u3002\u901a\u8fc7\u5c06 OpenTelemetry \u4e0e CI\/CD \u7ba1\u9053\u96c6\u6210\uff0c\u56e2\u961f\u8fd8\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u7684\u6027\u80fd\u76d1\u63a7\uff0c\u786e\u4fdd\u6bcf\u4e2a\u9636\u6bb5\u7684\u90e8\u7f72\u90fd\u9ad8\u6548\u3001\u53ef\u9760\u3002<\/p>\n\n\n                ]]>\t\t<\/p>\n","protected":false},"excerpt":{"rendered":"
      \t\t\t\t\t\t<\/p>\n","protected":false},"author":5,"featured_media":24406,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-24405","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-discussion"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/24405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=24405"}],"version-history":[{"count":0,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/24405\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/24406"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=24405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=24405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=24405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}