{"id":23089,"date":"2024-11-27T10:20:30","date_gmt":"2024-11-27T02:20:30","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=23089"},"modified":"2024-11-27T10:20:30","modified_gmt":"2024-11-27T02:20:30","slug":"opentelemetry%e6%8a%80%e6%9c%af%e8%ae%b2%e8%a7%a3%ef%bc%9a%e5%ae%9e%e7%8e%b0%e5%85%a8%e9%9d%a2%e7%9a%84%e5%ba%94%e7%94%a8%e7%9b%91%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/23089.html","title":{"rendered":"OpenTelemetry\u6280\u672f\u8bb2\u89e3\uff1a\u5b9e\u73b0\u5168\u9762\u7684\u5e94\u7528\u76d1\u6d4b"},"content":{"rendered":"

\t\t\t\tOpenTelemetry<\/a>\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u65e8\u5728\u63d0\u4f9b\u4e00\u5957\u7edf\u4e00\u7684\u5de5\u5177\u548c\u6807\u51c6\uff0c\u7528\u4e8e\u6536\u96c6\u3001\u5904\u7406\u548c\u5bfc\u51fa\u9065\u6d4b\u6570\u636e\uff0c\u4ece\u800c\u5b9e\u73b0\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u5168\u9762\u76d1\u6d4b\u3002\u968f\u7740\u5fae\u670d\u52a1\u67b6\u6784\u548c\u4e91\u539f\u751f\u5e94\u7528\u7684\u666e\u53ca\uff0c\u5e94\u7528\u76d1\u6d4b\u53d8\u5f97\u6108\u53d1\u590d\u6742\u548c\u91cd\u8981\u3002OpenTelemetry<\/a>\u901a\u8fc7\u63d0\u4f9b\u4e00\u5957\u6807\u51c6\u5316\u548c\u53ef\u6269\u5c55\u7684\u76d1\u6d4b\u89e3\u51b3\u65b9\u6848\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f18\u5316\u5176\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n\n

OpenTelemetry\u7684\u6838\u5fc3\u7ec4\u4ef6<\/h3>\n\n\n\n\n

OpenTelemetry\u7531\u4ee5\u4e0b\u51e0\u4e2a\u6838\u5fc3\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n\n\n\n\n\n\n\n\n

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

    \n\n\n
  1. APIs<\/strong>: \u63d0\u4f9b\u7528\u4e8e\u751f\u6210\u548c\u6536\u96c6\u9065\u6d4b\u6570\u636e\u7684\u63a5\u53e3\u3002<\/li>\n\n\n\n\n
  2. SDKs<\/strong>: \u5b9e\u73b0APIs\u7684\u5177\u4f53\u4ee3\u7801\uff0c\u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u3002<\/li>\n\n\n\n\n
  3. \u5bfc\u51fa\u5668\uff08Exporters\uff09<\/strong>: \u5c06\u6536\u96c6\u5230\u7684\u9065\u6d4b\u6570\u636e\u53d1\u9001\u5230\u540e\u7aef\u5b58\u50a8\u6216\u5206\u6790\u7cfb\u7edf\u3002<\/li>\n\n\n\n\n
  4. \u4eea\u8868\u677f\uff08Instrumentation\uff09<\/strong>: \u81ea\u52a8\u6216\u624b\u52a8\u63d2\u5165\u5230\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u4ee3\u7801\uff0c\u7528\u4e8e\u751f\u6210\u9065\u6d4b\u6570\u636e\u3002<\/li>\n\n\n\n\n
  5. \u6536\u96c6\u5668\uff08Collector\uff09<\/strong>: \u4e00\u4e2a\u53ef\u914d\u7f6e\u7684\u4ee3\u7406\uff0c\u7528\u4e8e\u63a5\u6536\u3001\u5904\u7406\u548c\u8f6c\u53d1\u9065\u6d4b\u6570\u636e\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

    OpenTelemetry\u7684\u6570\u636e\u6a21\u578b<\/h3>\n\n\n\n\n

    OpenTelemetry\u4e3b\u8981\u5904\u7406\u4e09\u79cd\u7c7b\u578b\u7684\u9065\u6d4b\u6570\u636e\uff1a<\/p>\n\n\n\n\n

      \n\n\n
    1. \u6307\u6807\uff08Metrics\uff09<\/strong>: \u7528\u4e8e\u8861\u91cf\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u548c\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\uff0c\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u7b49\u3002<\/li>\n\n\n\n\n
    2. \u8ffd\u8e2a\uff08Traces\uff09<\/strong>: \u8bb0\u5f55\u8bf7\u6c42\u5728\u7cfb\u7edf\u4e2d\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u5e2e\u52a9\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u548c\u9519\u8bef\u3002<\/li>\n\n\n\n\n
    3. \u65e5\u5fd7\uff08Logs\uff09<\/strong>: \u8bb0\u5f55\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u65f6\u4e8b\u4ef6\u548c\u9519\u8bef\u4fe1\u606f\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

      OpenTelemetry\u7684\u5b89\u88c5\u548c\u914d\u7f6e<\/h3>\n\n\n\n\n

      \u5b89\u88c5SDK<\/h4>\n\n\n\n\n

      \u9996\u5148\uff0c\u9700\u8981\u6839\u636e\u4f7f\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\u5b89\u88c5\u76f8\u5e94\u7684OpenTelemetry SDK\u3002\u4ee5Python\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u901a\u8fc7pip\u5b89\u88c5\uff1a<\/p>\n\n\n\n\n

      pip install opentelemetry-sdk
      \n<\/code><\/pre>\n\n\n\n\n
      \u914d\u7f6e\u5bfc\u51fa\u5668<\/h4>\n\n\n\n\n
      \u5b89\u88c5SDK\u540e\uff0c\u9700\u8981\u914d\u7f6e\u5bfc\u51fa\u5668\u5c06\u9065\u6d4b\u6570\u636e\u53d1\u9001\u5230\u540e\u7aef\u7cfb\u7edf\u3002\u5e38\u89c1\u7684\u5bfc\u51fa\u5668\u5305\u62ecJaeger\u3001Prometheus<\/a>\u3001Zipkin\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u914d\u7f6eJaeger\u5bfc\u51fa\u5668\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
      from opentelemetry import trace
      \nfrom opentelemetry.exporter.jaeger.thrift import JaegerExporter
      \nfrom opentelemetry.sdk.resources import SERVICE_NAME, Resource
      \nfrom opentelemetry.sdk.trace import TracerProvider
      \nfrom opentelemetry.sdk.trace.export import BatchSpanProcessor
      \n
      \n# \u8bbe\u7f6e\u670d\u52a1\u540d\u79f0
      \nresource = Resource(attributes={SERVICE_NAME: "my-service"})
      \n
      \n# \u521b\u5efaTracerProvider
      \nprovider = TracerProvider(resource=resource)
      \ntrace.set_tracer_provider(provider)
      \n
      \n# \u914d\u7f6eJaeger\u5bfc\u51fa\u5668
      \njaeger_exporter = JaegerExporter(
      \n    agent_host_name="localhost",
      \n    agent_port=6831,
      \n)
      \n
      \n# \u6dfb\u52a0Span\u5904\u7406\u5668
      \nspan_processor = BatchSpanProcessor(jaeger_exporter)
      \nprovider.add_span_processor(span_processor)
      \n
      \n# \u83b7\u53d6Tracer
      \ntracer = trace.get_tracer(__name__)
      \n<\/code><\/pre>\n\n\n\n\n
      \u6dfb\u52a0\u4eea\u8868\u677f<\/h4>\n\n\n\n\n
      \u4eea\u8868\u677f\u662f\u751f\u6210\u9065\u6d4b\u6570\u636e\u7684\u5173\u952e\u90e8\u5206\u3002OpenTelemetry\u63d0\u4f9b\u4e86\u81ea\u52a8\u548c\u624b\u52a8\u4e24\u79cd\u65b9\u5f0f\u6dfb\u52a0\u4eea\u8868\u677f\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u624b\u52a8\u6dfb\u52a0\u8ffd\u8e2a\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
      from opentelemetry import trace
      \n
      \n# \u83b7\u53d6Tracer
      \ntracer = trace.get_tracer(__name__)
      \n
      \n# \u521b\u5efa\u4e00\u4e2aSpan
      \nwith tracer.start_as_current_span("my-span"):
      \n    # \u6267\u884c\u4e1a\u52a1\u903b\u8f91
      \n    print("Hello, OpenTelemetry!")
      \n<\/code><\/pre>\n\n\n\n\n
      OpenTelemetry\u7684\u6536\u96c6\u5668<\/h3>\n\n\n\n\n
      OpenTelemetry\u6536\u96c6\u5668\u662f\u4e00\u4e2a\u9ad8\u5ea6\u53ef\u914d\u7f6e\u7684\u4ee3\u7406\uff0c\u7528\u4e8e\u63a5\u6536\u3001\u5904\u7406\u548c\u8f6c\u53d1\u9065\u6d4b\u6570\u636e\u3002\u5b83\u53ef\u4ee5\u90e8\u7f72\u4e3a\u8fb9\u8f66\uff08Sidecar\uff09\u6216\u72ec\u7acb\u670d\u52a1\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u548c\u5bfc\u51fa\u76ee\u6807\u3002<\/p>\n\n\n\n\n
      \u5b89\u88c5\u6536\u96c6\u5668<\/h4>\n\n\n\n\n
      \u53ef\u4ee5\u901a\u8fc7Docker\u6216\u76f4\u63a5\u7f16\u8bd1\u6e90\u7801\u5b89\u88c5\u6536\u96c6\u5668\u3002\u4ee5\u4e0b\u662f\u901a\u8fc7Docker\u5b89\u88c5\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
      docker run -d --name otel-collector \\
      \n  -p 4317:4317 \\
      \n  -p 55681:55681 \\
      \n  otel\/opentelemetry-collector-contrib:latest
      \n<\/code><\/pre>\n\n\n\n\n
      \u914d\u7f6e\u6536\u96c6\u5668<\/h4>\n\n\n\n\n
      \u6536\u96c6\u5668\u7684\u914d\u7f6e\u6587\u4ef6\u901a\u5e38\u4e3aotel-collector-config.yaml<\/code>\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u57fa\u672c\u7684\u914d\u7f6e\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
      receivers:
      \n  otlp:
      \n    protocols:
      \n      grpc:
      \n      http:
      \n
      \nprocessors:
      \n  batch:
      \n
      \nexporters:
      \n  jaeger:
      \n    endpoint: "localhost:6831"
      \n
      \nservice:
      \n  pipelines:
      \n    traces:
      \n      receivers: [otlp]
      \n      processors: [batch]
      \n      exporters: [jaeger]
      \n<\/code><\/pre>\n\n\n\n\n
      OpenTelemetry\u7684\u5b9e\u9645\u5e94\u7528<\/h3>\n\n\n\n\n
      \u5fae\u670d\u52a1\u76d1\u63a7<\/a><\/h4>\n\n\n\n\n
      \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0cOpenTelemetry\u53ef\u4ee5\u5e2e\u52a9\u5b9e\u73b0\u5bf9\u5404\u4e2a\u670d\u52a1\u4e4b\u95f4\u8c03\u7528\u5173\u7cfb\u7684\u8ffd\u8e2a\uff0c\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u548c\u9519\u8bef\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u5e94\u7528OpenTelemetry\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
        \n\n\n
      1. \u670d\u52a1A<\/strong> \u53d1\u8d77\u4e00\u4e2a\u8bf7\u6c42\u3002<\/li>\n\n\n\n\n
      2. \u670d\u52a1B<\/strong> \u5904\u7406\u8bf7\u6c42\u5e76\u8c03\u7528 \u670d\u52a1C<\/strong>\u3002<\/li>\n\n\n\n\n
      3. \u670d\u52a1C<\/strong> \u5b8c\u6210\u5904\u7406\u5e76\u8fd4\u56de\u7ed3\u679c\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n
        \u901a\u8fc7OpenTelemetry\uff0c\u53ef\u4ee5\u8ffd\u8e2a\u6574\u4e2a\u8bf7\u6c42\u7684\u6d41\u8f6c\u8def\u5f84\uff0c\u751f\u6210\u8be6\u7ec6\u7684\u8ffd\u8e2a\u6570\u636e\u3002<\/p>\n\n\n\n\n
        \u4e91\u539f\u751f\u5e94\u7528\u76d1\u63a7<\/h4>\n\n\n\n\n
        \u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u5e94\u7528\u901a\u5e38\u90e8\u7f72\u5728\u5bb9\u5668\u548cKubernetes\u96c6\u7fa4\u4e2d\u3002OpenTelemetry\u53ef\u4ee5\u4e0eKubernetes\u96c6\u6210\uff0c\u5b9e\u73b0\u5bf9\u5bb9\u5668\u548c\u96c6\u7fa4\u7684\u5168\u9762\u76d1\u63a7\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2aKubernetes\u73af\u5883\u4e2d\u5e94\u7528OpenTelemetry\u7684\u793a\u4f8b\uff1a<\/p>\n\n\n\n\n
          \n\n\n
        1. \u5728\u6bcf\u4e2aPod\u4e2d\u90e8\u7f72OpenTelemetry\u8fb9\u8f66\uff08Sidecar\uff09\u3002<\/li>\n\n\n\n\n
        2. \u8fb9\u8f66\u6536\u96c6Pod\u5185\u7684\u9065\u6d4b\u6570\u636e\u5e76\u53d1\u9001\u5230\u6536\u96c6\u5668\u3002<\/li>\n\n\n\n\n
        3. \u6536\u96c6\u5668\u5904\u7406\u6570\u636e\u5e76\u5bfc\u51fa\u5230\u540e\u7aef\u7cfb\u7edf\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n
          OpenTelemetry\u7684\u4f18\u52bf<\/h3>\n\n\n\n\n
            \n\n\n
          1. \u6807\u51c6\u5316<\/strong>: OpenTelemetry\u63d0\u4f9b\u4e86\u4e00\u5957\u6807\u51c6\u5316\u7684\u9065\u6d4b\u6570\u636e\u6a21\u578b\u548cAPI\uff0c\u964d\u4f4e\u4e86\u4e0d\u540c\u76d1\u63a7\u7cfb\u7edf\u4e4b\u95f4\u7684\u96c6\u6210\u96be\u5ea6\u3002<\/li>\n\n\n\n\n
          2. \u53ef\u6269\u5c55\u6027<\/strong>: \u652f\u6301\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\u548c\u540e\u7aef\u7cfb\u7edf\uff0c\u6613\u4e8e\u6269\u5c55\u548c\u5b9a\u5236\u3002<\/li>\n\n\n\n\n
          3. \u793e\u533a\u652f\u6301<\/strong>: \u4f5c\u4e3aCNCF\uff08\u4e91\u539f\u751f\u8ba1\u7b97\u57fa\u91d1\u4f1a\uff09\u7684\u9879\u76ee\uff0c\u62e5\u6709\u5e7f\u6cdb\u7684\u793e\u533a\u652f\u6301\u548c\u8d21\u732e\u3002<\/li>\n\n\n\n\n
          4. \u5168\u9762\u6027<\/strong>: \u652f\u6301\u6307\u6807\u3001\u8ffd\u8e2a\u548c\u65e5\u5fd7\u7b49\u591a\u79cd\u9065\u6d4b\u6570\u636e\u7c7b\u578b\uff0c\u63d0\u4f9b\u5168\u9762\u7684\u76d1\u6d4b\u80fd\u529b\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n
            OpenTelemetry\u7684\u6311\u6218<\/h3>\n\n\n\n\n
              \n\n\n
            1. \u590d\u6742\u6027<\/strong>: \u5bf9\u4e8e\u521d\u6b21\u63a5\u89e6\u7684\u7528\u6237\uff0cOpenTelemetry\u7684\u914d\u7f6e\u548c\u4f7f\u7528\u53ef\u80fd\u8f83\u4e3a\u590d\u6742\u3002<\/li>\n\n\n\n\n
            2. \u6027\u80fd\u5f00\u9500<\/strong>: \u751f\u6210\u548c\u6536\u96c6\u9065\u6d4b\u6570\u636e\u53ef\u80fd\u4f1a\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u4ea7\u751f\u4e00\u5b9a\u5f71\u54cd\u3002<\/li>\n\n\n\n\n
            3. \u6570\u636e\u5b89\u5168<\/strong>: \u9065\u6d4b\u6570\u636e\u53ef\u80fd\u5305\u542b\u654f\u611f\u4fe1\u606f\uff0c\u9700\u8981\u91c7\u53d6\u9002\u5f53\u7684\u5b89\u5168\u63aa\u65bd\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n
              \u672a\u6765\u5c55\u671b<\/h3>\n\n\n\n\n
              \u968f\u7740\u4e91\u539f\u751f\u548c\u5fae\u670d\u52a1\u67b6\u6784\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cOpenTelemetry\u5728\u5e94\u7528\u76d1\u6d4b\u9886\u57df\u7684\u5730\u4f4d\u5c06\u6108\u53d1\u91cd\u8981\u3002\u672a\u6765\uff0cOpenTelemetry\u53ef\u80fd\u4f1a\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u8fdb\u4e00\u6b65\u53d1\u5c55\uff1a<\/p>\n\n\n\n\n
                \n\n\n
              1. \u66f4\u4e30\u5bcc\u7684\u4eea\u8868\u677f<\/strong>: \u63d0\u4f9b\u66f4\u591a\u81ea\u52a8\u5316\u7684\u4eea\u8868\u677f\uff0c\u7b80\u5316\u9065\u6d4b\u6570\u636e\u7684\u751f\u6210\u3002<\/li>\n\n\n\n\n
              2. \u66f4\u667a\u80fd\u7684\u6570\u636e\u5206\u6790<\/strong>: \u7ed3\u5408AI\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\uff0c\u63d0\u4f9b\u66f4\u667a\u80fd\u7684\u6570\u636e\u5206\u6790\u548c\u5f02\u5e38\u68c0\u6d4b\u3002<\/li>\n\n\n\n\n
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