{"id":44024,"date":"2023-03-23T01:39:25","date_gmt":"2023-05-28T08:55:14","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%b9%e6%80%a7%e5%b9%b3%e5%8f%b0%e9%80%9a%e8%bf%87opentelemetry%e5%ae%9e%e7%8e%b0%e7%9a%84%e7%8b%ac%e7%ab%8b%e6%80%a7\/"},"modified":"2024-04-29T20:07:59","modified_gmt":"2024-04-29T12:07:59","slug":"%e5%bc%b9%e6%80%a7%e5%b9%b3%e5%8f%b0%e9%80%9a%e8%bf%87opentelemetry%e5%ae%9e%e7%8e%b0%e7%9a%84%e7%8b%ac%e7%ab%8b%e6%80%a7","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%bc%b9%e6%80%a7%e5%b9%b3%e5%8f%b0%e9%80%9a%e8%bf%87opentelemetry%e5%ae%9e%e7%8e%b0%e7%9a%84%e7%8b%ac%e7%ab%8b%e6%80%a7\/","title":{"rendered":"\u5f39\u6027\u5e73\u53f0\u901a\u8fc7OpenTelemetry\u5b9e\u73b0\u7684\u72ec\u7acb\u6027"},"content":{"rendered":"<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/0-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u8d8a\u6765\u8d8a\u591a\u4eba\u8ffd\u6c42\u66f4\u5feb\u3001\u66f4\u5177\u89c4\u6a21\u53ef\u6269\u5c55\u6027\u7684\u670d\u52a1\u3002\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u975e\u5e38\u4f9d\u8d56\u4e8e\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\uff0c\u6bd4\u5982\u9001\u8d27\u4e0a\u95e8\u7684\u5916\u5356\u5e94\u7528\u3001\u7ba1\u7406\u8d26\u6237\u7684\u94f6\u884c\u5e94\u7528\uff0c\u751a\u81f3\u9884\u7ea6\u533b\u751f\u7684\u5e94\u7528\u7b49\u3002\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u4e0d\u4ec5\u9700\u5728\u529f\u80fd\u65b9\u9762\u4e0d\u65ad\u53d1\u5c55\uff0c\u8fd8\u9700\u8981\u6ee1\u8db3\u7528\u6237\u5bb9\u91cf\u7684\u589e\u957f\u3002\u7531\u4e8e\u4e91\u5e94\u7528\u9700\u6c42\u7684\u9ad8\u6da8\uff0c\u57fa\u4e8e\u5176\u89c4\u6a21\u548c\u5168\u7403\u5316\u5c55\u5f00\u7684\u8981\u6c42\uff0c\u8fd9\u4e9b\u5e94\u7528\u7a0b\u5e8f\u53d8\u5f97\u8d8a\u6765\u8d8a\u590d\u6742\u3002<\/p>\n<p>\u4e3a\u4e86\u5e94\u5bf9\u9700\u6c42\uff0c\u5927\u591a\u6570\u8fd9\u4e9b\u5728\u7ebf\u5e94\u7528\u548c\u670d\u52a1\uff08\u4f8b\u5982\u79fb\u52a8\u5e94\u7528\u3001\u7f51\u9875\u3001SaaS\uff09\u6b63\u5728\u8fc1\u79fb\u5230\u57fa\u4e8e\u5206\u5e03\u5f0f\u5fae\u670d\u52a1\u7684\u67b6\u6784\u548cKubernetes\u3002\u5c06\u5e94\u7528\u7a0b\u5e8f\u8fc1\u79fb\u5230\u4e91\u7aef\u540e\uff0c\u6211\u4eec\u5e94\u8be5\u5982\u4f55\u7ba1\u7406\u548c\u76d1\u89c6\u670d\u52a1\u7684\u751f\u4ea7\u529b\u3001\u89c4\u6a21\u548c\u53ef\u7528\u6027\uff1fOpenTelemetry\u6b63\u8fc5\u901f\u6210\u4e3aKubernetes\u5e94\u7528\u7a0b\u5e8f\u4eea\u5668\u5316\u548c\u5e94\u7528\u7a0b\u5e8f\u9065\u6d4b\u6570\u636e\u6536\u96c6\u7684\u4e8b\u5b9e\u6807\u51c6\u3002<\/p>\n<p>OpenTelemetry\uff08OTel\uff09\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u63d0\u4f9b\u4e00\u5957\u5de5\u5177\u3001API\u548c\u8f6f\u4ef6\u5f00\u53d1\u5de5\u5177\u5305\uff08SDK\uff09\uff0c\u7528\u4e8e\u751f\u6210\u3001\u6536\u96c6\u548c\u5bfc\u51fa\u7528\u4e8e\u7406\u89e3\u8f6f\u4ef6\u6027\u80fd\u548c\u64cd\u4f5c\u7684\u9065\u6d4b\u6570\u636e\uff08\u6307\u6807\u3001\u65e5\u5fd7\u3001\u8ddf\u8e2a\uff09\u3002\u6700\u8fd1\uff0cOpenTelemetry\u6210\u4e3a\u4e86CNCF\u7684\u5b75\u5316\u9879\u76ee\uff0c\u83b7\u5f97\u4e86\u793e\u533a\u548c\u4f9b\u5e94\u5546\u7684\u5927\u91cf\u652f\u6301\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/4-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/5-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u57fa\u4e8e\u5f00\u6e90\u4f20\u7edf\uff0cElastic\u8fd8\u652f\u6301Prometheus\u3001Fluentd\u3001FluentBit\u3001Istio\u3001Kubernetes\uff08K8S\uff09\u7b49\u5176\u4ed6CNCF\u57fa\u7840\u9879\u76ee\u3002\u672c\u535a\u5ba2\u5c06\u4ee5\u7b80\u5355\u7684\u51e0\u6b65\u4ecb\u7ecd\u5982\u4f55\u5c06\u6d41\u884c\u7684OTel\u793a\u4f8b\u5e94\u7528\uff08HipsterShop\uff09\u96c6\u6210\u5230Elastic Cloud\u4e2d\u3002\u6211\u4eec\u5c06\u8bf4\u660eElastic APM\u5173\u4e8eOTel\u6570\u636e\u7684\u529f\u80fd\u548c\u7279\u70b9\uff0c\u4ee5\u53ca\u4eceElastic\u4e2d\u83b7\u53d6\u7684\u6570\u636e\u53ef\u4ee5\u505a\u4ec0\u4e48\u3002\u5728\u672a\u6765\u7684\u535a\u5ba2\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u4f7f\u7528OTel\u7684\u9065\u6d4b\u6570\u636e\u8fdb\u884cElastic\u7684\u673a\u5668\u5b66\u4e60\uff0c\u5982\u4f55\u4e3a\u7279\u5b9a\u8bed\u8a00\u7684OTel\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\u8fdb\u884c\u4eea\u8868\u5316\uff0c\u4ee5\u53ca\u5982\u4f55\u4f7f\u7528OTel\u6536\u96c6\u5668\u652f\u6301Prometheus\u6444\u53d6\u7b49\u3002\u656c\u8bf7\u671f\u5f85\u3002<\/p>\n<h2>\u524d\u63d0\u6761\u4ef6\u548c\u7ec4\u6210<\/h2>\n<p>\u8ba1\u5212\u6d4f\u89c8\u8be5\u535a\u5ba2\u7684\u8bfb\u8005\uff0c\u6211\u4eec\u5c06\u4ecb\u7ecd\u4f7f\u7528\u7684\u6784\u6210\u8981\u7d20\u548c\u8bbe\u7f6e\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<br \/>\n\u2022 \u8bf7\u786e\u4fdd\u60a8\u62e5\u6709Elastic Cloud\u5e10\u6237\u548c\u5df2\u90e8\u7f72\u7684\u5806\u6808\uff08\u8bf7\u53c2\u8003\u6b64\u6b65\u9aa4\uff09\u3002<br \/>\n\u2022 \u6211\u4eec\u4f7f\u7528\u4e86\u70ed\u95e8\u7684HipsterShop\u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u3002\u5b83\u6700\u521d\u662f\u7531Google\u7f16\u5199\u7684\uff0c\u65e8\u5728\u4ecb\u7ecd\u591a\u79cd\u53ef\u7528\u7684Kubernetes\u53d8\u4f53\uff0c\u5c31\u50cfOpenTelemetry\u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u4e00\u6837\u3002\u8981\u4f7f\u7528\u6b64\u5e94\u7528\u7a0b\u5e8f\uff0c\u8bf7\u524d\u5f80\u6b64\u5904\u5e76\u6309\u7167\u8bf4\u660e\u8fdb\u884c\u90e8\u7f72\u3002<br \/>\n\u2022 \u6b64\u5916\uff0c\u6211\u4eec\u4f7f\u7528\u4e86\u5e94\u7528\u7a0b\u5e8f\u7684OTel\u624b\u52a8\u4eea\u5668\u5316\u7248\u672c\u3002\u5728\u672c\u535a\u5ba2\u7684\u914d\u7f6e\u4e2d\uff0c\u6211\u4eec\u6ca1\u6709\u4f7f\u7528OTel\u7684\u81ea\u52a8\u4eea\u5668\u5316\u3002<br \/>\n\u2022 \u6211\u4eec\u4f7f\u7528\u4e86Google Kubernetes Engine\uff08GKE\uff09\u4f5c\u4e3a\u6211\u4eec\u7684\u96c6\u7fa4\u4f4d\u7f6e\uff0c\u4f46\u60a8\u53ef\u4ee5\u4f7f\u7528\u60a8\u559c\u6b22\u7684Kubernetes\u5e73\u53f0\u3002<br \/>\n\u2022 Elastic\u53ef\u4ee5\u76f4\u63a5\u4eceOTel\u6d4b\u91cf\u7684\u670d\u52a1\u4e2d\u83b7\u53d6\u9065\u6d4b\u6570\u636e\uff0c\u4f46\u5728\u8fd9\u91cc\u6211\u4eec\u5c06\u91cd\u70b9\u653e\u5728\u4f7f\u7528OpenTelemetry Collector\u7684\u66f4\u4f20\u7edf\u90e8\u7f72\u4e0a\u3002<br \/>\n\u2022 Prometheus\u548cFluentD\/FluentBit\u901a\u5e38\u7528\u4e8e\u63d0\u53d6\u6240\u6709Kubernetes\u6570\u636e\uff0c\u4f46\u5728\u8fd9\u91cc\u6ca1\u6709\u7528\u4e8eKubernetes Agent\u3002\u6211\u4eec\u5c06\u5728\u540e\u7eed\u7684\u535a\u5ba2\u4e2d\u4ecb\u7ecd\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/9-0.png\" alt=\"image.png\" \/><\/div>\n<h5>\u914d\u7f6e\u4ee5\u83b7\u53d6\u5728\u8fd9\u4e2a\u535a\u5ba2\u4e2d\u4f7f\u7528\u7684OpenTelemetry\u6570\u636e\u3002<\/h5>\n<h2>\u6240\u6709\u7684\u8bbe\u7f6e\uff08 de \uff09<\/h2>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u5c06\u9010\u6b65\u89e3\u91ca\uff1a<br \/>\n\u2022 \u83b7\u53d6Elastic Cloud\u5e10\u6237<br \/>\n\u2022 \u542f\u52a8GKE\u96c6\u7fa4<br \/>\n\u2022 \u542f\u52a8\u5e94\u7528\u7a0b\u5e8f<br \/>\n\u2022 \u5c06Kubernetes OTel\u6536\u96c6\u5668\u7684\u914d\u7f6e\u6620\u5c04\u8bbe\u7f6e\u4e3a\u6307\u5411Elastic Cloud<br \/>\n\u2022 \u901a\u8fc7\u540c\u65f6\u4f7f\u7528Elastic Observability APM\u548cOTel\u6570\u636e\u6765\u63d0\u9ad8\u53ef\u89c1\u6027\u3002<\/p>\n<h3>\u6b65\u9aa4 0: \u5728Elastic Cloud \u4e0a\u521b\u5efa\u4e00\u4e2a\u8d26\u6237\u3002<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/14-0.png\" alt=\"image.png\" \/><\/div>\n<h3>\u6b65\u9aa41\uff1a\u542f\u52a8K8S\u96c6\u7fa4<\/h3>\n<p>\u8fd9\u6b21\u6211\u4eec\u4f7f\u7528\u4e86 Google Kubernetes Engine\uff08GKE\uff09\uff0c\u4f46\u60a8\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u60a8\u559c\u6b22\u7684 Kubernetes \u5e73\u53f0\u3002\u4e3a\u4e86\u4ece Kubernetes \u96c6\u7fa4\u4e2d\u6536\u96c6 OpenTelemetry \u6570\u636e\uff0cElastic \u6ca1\u6709\u7279\u6b8a\u7684\u8981\u6c42\u3002\u53ea\u8981\u662f\u7b26\u5408 Kubernetes \u6807\u51c6\u7684\u96c6\u7fa4\uff08\u81ea\u90e8\u7f72\u6216\u6258\u7ba1\uff09\uff0c\u5982 GKE\u3001EKS\u3001AKS \u6216\u5176\u4ed6\u5e38\u89c4 Kubernetes \u96c6\u7fa4\uff0c\u90fd\u53ef\u4ee5\u6b63\u5e38\u5de5\u4f5c\u3002<\/p>\n<h3>\u6b65\u9aa42: \u5c06HipsterShop\u5e94\u7528\u7a0b\u5e8f\u52a0\u8f7d\u5230\u96c6\u7fa4\u4e2d<\/h3>\n<p>\u5728\u60a8\u9078\u64c7\u7684\u96f2\u7aef\u670d\u52d9\u6216\u672c\u5730 Kubernetes \u5e73\u53f0\u4e0a\uff0c\u5c07\u61c9\u7528\u7a0b\u5f0f\u90e8\u7f72\u5230 Kubernetes \u53e2\u96c6\u4e0a\u3002\u6211\u6240\u4f7f\u7528\u7684\u61c9\u7528\u7a0b\u5f0f\u5df2\u5728\u6b64\u8655\u516c\u958b\u3002<\/p>\n<p>\u7576\u61c9\u7528\u7a0b\u5f0f\u5728 Kubernetes \u4e0a\u555f\u52d5\u6642\uff0c\u5c07\u6703\u5728\u9810\u8a2d\u7684\u547d\u540d\u7a7a\u9593\u4e2d\u57f7\u884c\u4ee5\u4e0b Pod\uff08\u6216\u5176\u8b8a\u9ad4\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code>kubectl get pods -n default\r\n<\/code><\/pre>\n<p>\u5e94\u8be5\u4ea7\u751f\u4ee5\u4e0b\u8f93\u51fa\u3002<\/p>\n<pre class=\"post-pre\"><code>NAME                                     READY   STATUS    RESTARTS   AGE\r\nadservice-f9bf94d56-5kt89                1\/1     Running   0          41h\r\ncartservice-54d5955c59-7lrk9             1\/1     Running   0          41h\r\ncheckoutservice-57b95c78bb-qqcqv         1\/1     Running   0          41h\r\ncurrencyservice-6869479db8-7tsnj         1\/1     Running   0          43h\r\nemailservice-7c95b8766b-mp5vn            1\/1     Running   0          41h\r\nfrontend-5f54bcb7cf-kxwmf                1\/1     Running   0          41h\r\nloadgenerator-bfb5944b6-2qhnw            1\/1     Running   0          43h\r\npaymentservice-5bc8f549c8-hkxks          1\/1     Running   0          40h\r\nproductcatalogservice-665f6879d6-kv29f   1\/1     Running   0          43h\r\nrecommendationservice-89bf4bfc5-ztcrr    1\/1     Running   0          41h\r\nredis-cart-5b569cd47-6wt59               1\/1     Running   0          43h\r\nshippingservice-768b94fb8d-8hf9c         1\/1     Running   0          41h\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u7248\u672c\u4e2d\uff0c\u6211\u4eec\u53ea\u542f\u52a8\u4e86\u6240\u6709\u7684\u670d\u52a1\u548cloadgenerator\u3002\u60a8\u53ef\u80fd\u6ce8\u610f\u5230OpenTelemetry Collector\u5c1a\u672a\u542f\u52a8\u3002(\u8bf7\u53c2\u8003\u4e0b\u4e00\u6b65)\u3002<\/p>\n<p>\u5f53\u6211\u4eec\u67e5\u770b\u6bcf\u4e2a\u670d\u52a1\u7684yamls\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u4eec\u90fd\u6307\u54114317\u7aef\u53e3\u7684OpenTelemetry Collector\u3002<\/p>\n<pre class=\"post-pre\"><code>             - name: OTEL_EXPORTER_OTLP_ENDPOINT\r\n             value: \"http:\/\/otelcollector:4317\"\r\n<\/code><\/pre>\n<p>\u7aef\u53e34317\u662fOpenTelemetry\u76d1\u542c\u6765\u81ea\u670d\u52a1\u7684\u9065\u6d4b\u6570\u636e\u7684\u9ed8\u8ba4\u7aef\u53e3\u3002\u56e0\u6b64\uff0c\u6240\u6709\u670d\u52a1\u90fd\u5e94\u8be5\u6307\u5411OTel\u6536\u96c6\u5668\u3002<\/p>\n<h3>\u7b2c\u4e09\u6b65: \u542f\u52a8\u6307\u5b9a OpenTelemetry Collector \u7684 Elastic\u3002<\/h3>\n<p>\u6309\u7167 hotelcollector.yaml \u6587\u4ef6\u4e2d\u7684 \/deeploy-with-collector-k8s \u90e8\u5206\uff0c\u5728 configmap \u90e8\u5206\u9700\u8981\u8bbe\u7f6e\u4e24\u4e2a\u7279\u5b9a\u7684\u53d8\u91cf\u3002<\/p>\n<pre class=\"post-pre\"><code>exporters:\r\n      otlphttp\/elastic:\r\n        endpoint: OTEL_EXPORTER_OTLP_ENDPOINT\r\n        headers:\r\n          Authorization: OTEL_EXPORTER_OTLP_HEADERS\r\n<\/code><\/pre>\n<p>\u5728Elastic\u7684\u53ef\u89c2\u5bdf\u6027UI\u4e2d\uff0c\u5728APM\u4e0b\u65b9\u6dfb\u52a0+\u6570\u636e\uff0c\u5c06\u663e\u793a\u4e0b\u4e00\u4e2a\u5c4f\u5e55\u3002<br \/>\n\u79fb\u52a8\u5230OpenTelemetry\u4e0b\u3002<br \/>\nOTEL_EXPORTER_OTLP_ENDPOINT\u662fElastic\u7684APM\u670d\u52a1\u5668\u3002<br \/>\nOTEL_EXPORTER_OTLP_ENDPOINT\u63d0\u4f9b\u7ed9\u5ba2\u6237\u6388\u6743\u3002<br \/>\n\u6709\u5173\u53d8\u91cf\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605Elastic\u6587\u6863\u4e2d\u6709\u5173OTel\u6536\u96c6\u5668\u8bbe\u7f6e\u7684\u5185\u5bb9\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/29-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u53d8\u91cfOTEL_EXPORTER_OTLP_ENDPOINT\uff08\u60a8\u7684Elastic APM\u670d\u52a1\u5668\u7684\u7aef\u70b9\uff09\u548cOTEL_EXPORTER_OTLP_HEADERS\u5c06\u663e\u793a\u7528\u4e8e\u8eab\u4efd\u8ba4\u8bc1\u7684\u503c\u3002<br \/>\n\u5982\u679c\u8981\u5728Elastic APM\u670d\u52a1\u5668\u7aef\u70b9\u4e0a\u914d\u7f6eOTel Collector\uff0c\u5219\u6709\u4e24\u4e2a\u9009\u9879\u53ef\u7528\uff1agRPC\u548chttp\u3002<br \/>\n\u5728\u8fd9\u4e2aotelcollector.yaml\u4e2d\uff0c\u5bfc\u51fa\u5668\u88ab\u8bbe\u7f6e\u4e3ahttp\u3002<br \/>\n\u5982\u679c\u60a8\u60f3\u901a\u8fc7gRPC\u7aef\u53e3\u5c06\u6570\u636e\u53d1\u9001\u5230APM\u670d\u52a1\u5668\uff0c\u5219\u9700\u8981\u76f8\u5e94\u5730\u4fee\u6539\u5bfc\u51fa\u5668\u3002<\/p>\n<pre class=\"post-pre\"><code>    exporters:\r\n      otlp\/elastic:\r\n        endpoint: OTEL_EXPORTER_OTLP_ENDPOINT\r\n        headers:\r\n          Authorization: OTEL_EXPORTER_OTLP_HEADERS\r\n<\/code><\/pre>\n<p>\u8bf7\u6ce8\u610f\u4ece otlphttp \u5207\u6362\u5230 otlp \u7684\u53d8\u66f4\u3002\u4e00\u65e6\u5b8c\u6210\u4ee5\u4e0a\u6240\u9700\u7684\u66f4\u6539\uff0c\u5c31\u53ef\u4ee5\u521b\u5efa otelcollector\u3002<\/p>\n<pre class=\"post-pre\"><code>kubectl create -f otelcollector.yaml\r\n<\/code><\/pre>\n<p>\u6211\u5011\u6703\u78ba\u8a8d\u6b63\u5e38\u904b\u4f5c\u3002<\/p>\n<pre class=\"post-pre\"><code>mycomputer% kubectl get pods | grep otelcollector\r\notelcollector-5b87f4f484-4wbwn          1\/1     Running   0            18d\r\n<\/code><\/pre>\n<h3>\u6b65\u9aa44\uff1a\u6253\u5f00 Kibana\uff0c\u5e76\u4f7f\u7528APM\u670d\u52a1\u5730\u56fe\u6765\u5c55\u793aOTel\u4eea\u5668\u5316\u7684\u670d\u52a1\u3002<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/37-1.png\" alt=\"image.png\" \/><\/div>\n<p>\u5982\u679c\u770b\u5230\u8fd9\u4e2a\u663e\u793a\uff0c\u90a3\u4e48\u5c31\u610f\u5473\u7740 OpenTelemetry Collector \u6b63\u5728\u5c06\u6570\u636e\u53d1\u9001\u5230 Elastic\u3002<br \/>\n\u606d\u559c\uff01\u6210\u529f\u5730\u4e3a HipsterShop \u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u4f7f\u7528 OpenTelemetry \u8fdb\u884c\u4eea\u8868\u5316\uff0c\u5e76\u6210\u529f\u5730\u5c06\u9065\u6d4b\u6570\u636e\u5bfc\u5165\u5230 Elastic \u4e2d\uff01\u73b0\u5728\uff0c\u60a8\u53ef\u4ee5\u5bf9 HipsterShop \u6f14\u793a\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u8ffd\u8e2a\u4e86\u3002<\/p>\n<h3>\u914d\u7f6e\u4e00\u4e2a\u7279\u5b9a\u7684\u73af\u5883\u7684\u65b9\u6cd5<\/h3>\n<p>\u5728Elastic APM\u4e2d\uff0c\u53ef\u4ee5\u5bfc\u5165\u591a\u4e2a\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u6839\u636e\u73af\u5883\u8fdb\u884c\u8fc7\u6ee4\u3002\u56e0\u6b64\uff0c\u5982\u679c\u5f00\u53d1\u56e2\u961f1\u548c\u5f00\u53d1\u56e2\u961f2\u90fd\u5728\u4f7f\u7528UI\uff0c\u5219\u9700\u8981\u6b63\u786e\u8bbe\u7f6e\u73af\u5883\u53d8\u91cf\u3002<br \/>\n\u8be5\u5e94\u7528\u7a0b\u5e8f\u7684\u73af\u5883\u53d8\u91cf\u8bbe\u7f6e\u662f\u901a\u8fc7\u670d\u52a1\u7684yamls\u4e2d\u7684deployment.environment\u53d8\u91cf\u5b8c\u6210\u7684\u3002<br \/>\n\u5982\u679c\u8981\u66f4\u6539\u6b64\u8bbe\u7f6e\uff0c\u5219\u9700\u8981\u4fee\u6539\u6b64\u535a\u5ba2\u4e2d\u5e94\u7528\u7a0b\u5e8f\u7684git\u4e2d\u6bcf\u4e2a\u670d\u52a1yaml\u7684OTEL_RESOURCE_ATTRIBUTES\u3002<br \/>\n\u4e0b\u9762\u662f\u5185\u5bb9\uff1a<\/p>\n<pre class=\"post-pre\"><code>       - name: OTEL_RESOURCE_ATTRIBUTES\r\n          Value: \"service.name=recommendationservice,service.version=\r\n                                        1.0.0,deployment.environment=MY-DEMO\"\r\n<\/code><\/pre>\n<p>\u4ee5\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u66f4\u6539\uff1a<\/p>\n<pre class=\"post-pre\"><code>       - name: OTEL_RESOURCE_ATTRIBUTES\r\n          Value: \"service.name=recommendationservice,service.version=\r\n                                        1.0.0,deployment.environment=XXX\"\r\n<\/code><\/pre>\n<p>\u8981\u5728\u6240\u6709\u670d\u52a1\u4e2d\u6267\u884c\u6b64\u64cd\u4f5c\uff0c\u8bf7\u6309\u7167\u4ee5\u4e0b\u6b65\u9aa4\u8fdb\u884c\u64cd\u4f5c\uff1a<\/p>\n<pre class=\"post-pre\"><code>sed -i `s\/MY-DEMO\/XXX\/g` *.yaml\r\n<\/code><\/pre>\n<h3>\u7b2c\u4e94\u6b65\uff1a\u5f39\u6027\u4f1a\u5c55\u793a\u7ed9\u4f60\u4ec0\u4e48\uff1f<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/47-0.png\" alt=\"image.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/48-1.png\" alt=\"image.png\" \/><\/div>\n<h6>\u8fd9\u4e2a\u4ea4\u6613\u7684\u5e73\u5747\u7b49\u5f85\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u6240\u6709\u969c\u788d\uff0c\u5f53\u7136\u8fd8\u6709\u8ffd\u8e2a\u4fe1\u606f\uff01<\/h6>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/50-1.png\" alt=\"image.png\" \/><\/div>\n<h3>\u4f7f\u7528Elastic\u7684\u673a\u5668\u5b66\u4e60\uff08ML\uff09\u6765\u5206\u6790\u6570\u636e\u3002<\/h3>\n<p>\u5f53\u60a8\u5c06 OpenTelemetry \u7684\u6307\u6807\u5bfc\u5165\u5230 Elastic \u4e2d\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528 Elastic \u7684 ML \u529f\u80fd\u5f00\u59cb\u8fdb\u884c\u6570\u636e\u5206\u6790\u3002<br \/>\n\u60a8\u53ef\u4ee5\u5728\u6b64\u5904\u67e5\u770b\u4e0e\u8fd9\u4e9b\u529f\u80fd\u76f8\u5173\u7684\u7cbe\u5f69\u8bc4\u8bba\uff1a\u5c06 APM \u9065\u6d4b\u4e0e\u4e8b\u52a1\u7684\u6839\u672c\u539f\u56e0\u76f8\u5173\u8054\uff0c\u4ee5\u786e\u5b9a\u6839\u672c\u539f\u56e0\u3002<br \/>\n\u6b64\u5916\uff0cElastic \u7684\u535a\u5ba2\u4e2d\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u89c6\u9891\u548c\u535a\u5ba2\u6587\u7ae0\u3002<br \/>\n\u6211\u4eec\u5c06\u7ee7\u7eed\u6dfb\u52a0\u5173\u4e8e\u5982\u4f55\u5c06 Elastic \u7684\u673a\u5668\u5b66\u4e60\u529f\u80fd\u5e94\u7528\u4e8e OpenTelemetry \u6570\u636e\u7684\u535a\u5ba2\u6587\u7ae0\u3002<\/p>\n<h3>\u603b\u7ed3<\/h3>\n<p>\u6211\u76f8\u4fe1\u60a8\u5df2\u7ecf\u7406\u89e3\u4e86 Elastic Observability \u662f\u5982\u4f55\u5229\u7528 Elastic \u7684 APM \u529f\u80fd\u6765\u6355\u83b7\u548c\u5206\u6790 OpenTelemetry \u6570\u636e\u7684\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u7b80\u8981\u603b\u7ed3\u548c\u66f4\u5177\u4f53\u7684\u5b66\u4e60\u5185\u5bb9\uff1a<br \/>\n&#8211; \u6211\u4eec\u5c06\u901a\u8fc7\u51e0\u4e2a\u7b80\u5355\u7684\u6b65\u9aa4\u6765\u8bb2\u89e3\u5982\u4f55\u5c06\u53d7\u6b22\u8fce\u7684 OTel \u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\uff08HipsterShop\uff09\u96c6\u6210\u5230 Elastic Cloud \u4e2d\u3002<br \/>\n&#8211; \u6211\u4eec\u4ecb\u7ecd\u4e86 Elastic APM \u5173\u4e8e OTel \u6570\u636e\u7684\u529f\u80fd\u548c\u7279\u70b9\uff0c\u4ee5\u53ca\u5982\u4f55\u5229\u7528 Elastic \u4e2d\u6355\u83b7\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<p>\u73b0\u5728\uff0c\u8ba9\u6211\u4eec\u5f00\u59cb\u5427\uff01\u8bf7\u6ce8\u518c Elastic Cloud\uff0c\u5e76\u5c1d\u8bd5\u4f7f\u7528\u4e0a\u8ff0\u529f\u80fd\uff0c\u5c3d\u53ef\u80fd\u5730\u53d1\u6325 OpenTelemetry \u6570\u636e\u7684\u4ef7\u503c\u548c\u53ef\u89c6\u5316\u6548\u679c\u3002<\/p>\n<p>\u5f39\u6027\u6280\u672f\u4ea7\u54c1\u8425\u9500\u7ecf\u7406\/\u63a8\u5e7f\u4e13\u5458<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8d8a\u6765\u8d8a\u591a\u4eba\u8ffd\u6c42\u66f4\u5feb\u3001\u66f4\u5177\u89c4\u6a21\u53ef\u6269\u5c55\u6027\u7684\u670d\u52a1\u3002\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u975e\u5e38\u4f9d\u8d56\u4e8e\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\uff0c\u6bd4\u5982\u9001\u8d27\u4e0a\u95e8\u7684\u5916\u5356\u5e94\u7528\u3001\u7ba1\u7406 [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-44024","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u5f39\u6027\u5e73\u53f0\u901a\u8fc7OpenTelemetry\u5b9e\u73b0\u7684\u72ec\u7acb\u6027 - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5f39\u6027\u5e73\u53f0\u901a\u8fc7opentelemetry\u5b9e\u73b0\u7684\u72ec\u7acb\u6027\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5f39\u6027\u5e73\u53f0\u901a\u8fc7OpenTelemetry\u5b9e\u73b0\u7684\u72ec\u7acb\u6027\" \/>\n<meta property=\"og:description\" content=\"\u8d8a\u6765\u8d8a\u591a\u4eba\u8ffd\u6c42\u66f4\u5feb\u3001\u66f4\u5177\u89c4\u6a21\u53ef\u6269\u5c55\u6027\u7684\u670d\u52a1\u3002\u6211\u4eec\u7684\u65e5\u5e38\u751f\u6d3b\u975e\u5e38\u4f9d\u8d56\u4e8e\u5404\u79cd\u5e94\u7528\u7a0b\u5e8f\uff0c\u6bd4\u5982\u9001\u8d27\u4e0a\u95e8\u7684\u5916\u5356\u5e94\u7528\u3001\u7ba1\u7406 [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5f39\u6027\u5e73\u53f0\u901a\u8fc7opentelemetry\u5b9e\u73b0\u7684\u72ec\u7acb\u6027\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-28T08:55:14+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-29T12:07:59+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d561537434c4406cd843c\/0-0.png\" \/>\n<meta name=\"author\" content=\"\u5b87, \u534e\" \/>\n<meta name=\"twitter:card\" 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