{"id":32363,"date":"2025-03-04T10:01:09","date_gmt":"2025-03-04T02:01:09","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=32363"},"modified":"2025-03-04T10:01:09","modified_gmt":"2025-03-04T02:01:09","slug":"skywalking%e5%a6%82%e4%bd%95%e4%b8%8ekubernetes%e9%9b%86%e6%88%90%e5%ae%9e%e7%8e%b0%e5%ae%b9%e5%99%a8%e7%9b%91%e6%8e%a7%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32363.html","title":{"rendered":"SkyWalking\u5982\u4f55\u4e0eKubernetes\u96c6\u6210\u5b9e\u73b0\u5bb9\u5668\u76d1\u63a7\uff1f"},"content":{"rendered":"<p style=\"text-align: center;\">\n<p><img decoding=\"async\" src=\"https:\/\/pic.zadbj010.com\/2025\/a16e11c48ce2e52.jpg\" alt=\"SkyWalking\u5982\u4f55\u4e0eKubernetes\u96c6\u6210\u5b9e\u73b0\u5bb9\u5668\u76d1\u63a7\uff1f\" ><\/p>\n<\/p>\n<p><strong>\u524d\u8a00<\/strong><br \/>\n\u5728\u4e91\u539f\u751f\u6280\u672f\u84ec\u52c3\u53d1\u5c55\u7684\u4eca\u5929\uff0cKubernetes\u5df2\u6210\u4e3a\u5bb9\u5668\u7f16\u6392\u7684\u4e8b\u5b9e\u6807\u51c6\uff0c\u800c\u590d\u6742\u7684\u5fae\u670d\u52a1\u67b6\u6784\u5bf9\u76d1\u63a7\u7cfb\u7edf\u7684\u8981\u6c42\u4e5f\u65e5\u76ca\u4e25\u82db\u3002\u4f20\u7edf\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u96be\u4ee5\u5e94\u5bf9\u52a8\u6001\u6269\u7f29\u5bb9\u3001\u670d\u52a1\u62d3\u6251\u5feb\u901f\u53d8\u5316\u7b49\u573a\u666f\u3002\u6b64\u65f6\uff0c<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a><\/strong>\u2014\u2014\u8fd9\u6b3e\u4e13\u6ce8\u4e8e\u5206\u5e03\u5f0f\u7cfb\u7edf\u89c2\u6d4b\u7684\u5f00\u6e90APM\uff08<a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5e94\u7528\u6027\u80fd\u7ba1\u7406<\/a>\uff09\u5de5\u5177\u2014\u2014\u51ed\u501f\u5176\u8f7b\u91cf\u7ea7\u3001\u4f4e\u4fb5\u5165\u6027\u548c\u5f3a\u5927\u7684\u62d3\u6251\u5206\u6790\u80fd\u529b\uff0c\u6210\u4e3a\u89e3\u51b3\u5bb9\u5668\u5316\u73af\u5883\u76d1\u63a7\u75db\u70b9\u7684\u7406\u60f3\u9009\u62e9\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8<strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">SkyWalking<\/a>\u5982\u4f55\u4e0eKubernetes\u65e0\u7f1d\u96c6\u6210<\/strong>\uff0c\u6784\u5efa\u4ece\u57fa\u7840\u8bbe\u65bd\u5230\u670d\u52a1\u903b\u8f91\u7684\u5168\u94fe\u8def\u76d1\u63a7\u4f53\u7cfb\uff0c\u5e2e\u52a9\u5f00\u53d1\u8fd0\u7ef4\u56e2\u961f\u5728\u4e91\u539f\u751f\u8ff7\u5bab\u4e2d\u7cbe\u51c6\u5bfc\u822a\u3002<\/p>\n<hr>\n<h3 id=\"\u4e00-\u4e3a\u4ec0\u4e48\u9700\u8981\u5c06skywalking\u4e0ekubernetes\u7ed3\u5408\"><strong>\u4e00\u3001\u4e3a\u4ec0\u4e48\u9700\u8981\u5c06SkyWalking\u4e0eKubernetes\u7ed3\u5408\uff1f<\/strong><\/h3>\n<p>Kubernetes\u7684\u52a8\u6001\u7279\u6027\u4f7f\u5f97\u4f20\u7edf\u7684\u9759\u6001\u76d1\u63a7\u65b9\u6848\u6349\u895f\u89c1\u8098\u3002\u5f53Pod\u9891\u7e41\u91cd\u542f\u3001\u670d\u52a1\u5b9e\u4f8b\u81ea\u52a8\u6269\u7f29\u65f6\uff0c\u76d1\u63a7\u7cfb\u7edf\u9700\u8981\u5b9e\u65f6\u611f\u77e5\u62d3\u6251\u53d8\u5316\uff0c\u5e76\u5173\u8054\u5bb9\u5668\u6307\u6807\u4e0e\u4e1a\u52a1\u903b\u8f91\u3002<strong>SkyWalking<\/strong>\u7684\u4f18\u52bf\u6070\u6070\u4f53\u73b0\u5728\uff1a<\/p>\n<ul>\n<li><strong>\u81ea\u52a8\u670d\u52a1\u53d1\u73b0<\/strong>\uff1a\u901a\u8fc7Kubernetes API\u5b9e\u65f6\u83b7\u53d6Pod\u3001Service\u3001Deployment\u7b49\u8d44\u6e90\u72b6\u6001\uff0c\u81ea\u52a8\u6620\u5c04\u670d\u52a1\u5b9e\u4f8b\u4e0e\u5bb9\u5668\u5173\u7cfb\u3002\n<\/li>\n<li><strong>\u591a\u7ef4\u6307\u6807\u5173\u8054<\/strong>\uff1a\u5c06JVM\u6027\u80fd\u3001HTTP\u8bf7\u6c42\u5ef6\u8fdf\u7b49\u5e94\u7528\u5c42\u6307\u6807\u4e0eCPU\/\u5185\u5b58\u4f7f\u7528\u7387\u7b49\u5bb9\u5668\u8d44\u6e90\u6570\u636e\u7ed3\u5408\u5206\u6790\u3002\n<\/li>\n<li><strong><a href=\"https:\/\/www.yunshan.net\/\"   target=\"_blank\" style=\"color:blue\">\u5206\u5e03\u5f0f\u8ffd\u8e2a<\/a>\u4e00\u4f53\u5316<\/strong>\uff1a\u8de8\u5bb9\u5668\u7684\u8c03\u7528\u94fe\u8ffd\u8e2a\u80fd\u529b\uff0c\u5b8c\u7f8e\u5951\u5408\u5fae\u670d\u52a1\u5728Kubernetes\u96c6\u7fa4\u4e2d\u7684\u8de8\u8282\u70b9\u901a\u4fe1\u573a\u666f\u3002\n<\/li>\n<\/ul>\n<p>\u67d0\u7535\u5546\u5e73\u53f0\u5728\u4fc3\u9500\u671f\u95f4\u56e0\u6d41\u91cf\u6fc0\u589e\u89e6\u53d1\u81ea\u52a8\u6269\u5bb9\uff0c\u901a\u8fc7SkyWalking\u53ef\u5feb\u901f\u5b9a\u4f4d\u65b0\u6269\u5bb9Pod\u4e2d\u7684\u4ee3\u7801\u6027\u80fd\u74f6\u9888\uff0c\u907f\u514d\u56e0\u76d1\u63a7\u76f2\u533a\u5bfc\u81f4\u7684\u96ea\u5d29\u6548\u5e94\u3002<\/p>\n<hr>\n<h3 id=\"\u4e8c-\u96c6\u6210\u65b9\u6848\u7684\u6838\u5fc3\u6280\u672f\u8def\u5f84\"><strong>\u4e8c\u3001\u96c6\u6210\u65b9\u6848\u7684\u6838\u5fc3\u6280\u672f\u8def\u5f84<\/strong><\/h3>\n<h4 id=\"1-\u6570\u636e\u91c7\u96c6\u5c42-agent\u6ce8\u5165\u4e0e\u5bb9\u5668\u5316\u90e8\u7f72\"><strong>1. \u6570\u636e\u91c7\u96c6\u5c42\uff1aAgent\u6ce8\u5165\u4e0e\u5bb9\u5668\u5316\u90e8\u7f72<\/strong><\/h4>\n<p>SkyWalking\u901a\u8fc7<strong>Java Agent<\/strong>\u5b9e\u73b0\u65e0\u4ee3\u7801\u4fb5\u5165\u7684\u57cb\u70b9\u76d1\u63a7\u3002\u5728Kubernetes\u73af\u5883\u4e2d\uff0c\u63a8\u8350\u4e24\u79cd\u90e8\u7f72\u65b9\u5f0f\uff1a<\/p>\n<ul>\n<li><strong>Sidecar\u6a21\u5f0f<\/strong>\uff1a\u5c06Agent\u5c01\u88c5\u4e3a\u72ec\u7acb\u5bb9\u5668\uff0c\u4e0e\u4e1a\u52a1\u5bb9\u5668\u5171\u4eab\u8fdb\u7a0b\u547d\u540d\u7a7a\u95f4\u3002\u901a\u8fc7\u4fee\u6539Pod\u7684<code>spec.containers<\/code>\u914d\u7f6e\u5b9e\u73b0\u81ea\u52a8\u6ce8\u5165\uff0c\u9002\u5408\u9700\u8981\u7075\u6d3b\u63a7\u5236Agent\u7248\u672c\u7684\u573a\u666f\u3002\n<\/li>\n<li><strong>Init Container\u9884\u7f6e<\/strong>\uff1a\u5728\u5e94\u7528\u5bb9\u5668\u542f\u52a8\u524d\uff0c\u901a\u8fc7Init Container\u5c06Agent\u6587\u4ef6\u6302\u8f7d\u5230\u5171\u4eabVolume\uff0c\u9002\u5408\u5bf9\u5bb9\u5668\u955c\u50cf\u5927\u5c0f\u654f\u611f\u7684\u90e8\u7f72\u73af\u5883\u3002\n<\/li>\n<\/ul>\n<p><em>\u4ee3\u7801\u793a\u4f8b\uff08Deployment\u7247\u6bb5\uff09\uff1a<\/em><\/p>\n<pre><code class=\"language-yaml\">initContainers:  \r\n- name: skywalking-agent  \r\nimage: apache\/skywalking-java-agent:8.16.0  \r\nvolumeMounts:  \r\n- mountPath: \/agent  \r\nname: sw-agent  \r\ncontainers:  \r\n- name: user-service  \r\nimage: myapp:1.0  \r\nenv:  \r\n- name: JAVA_TOOL_OPTIONS  \r\nvalue: &quot;-javaagent:\/agent\/skywalking-agent.jar&quot;  \r\nvolumeMounts:  \r\n- mountPath: \/agent  \r\nname: sw-agent  \r\n<\/code><\/pre>\n<h4 id=\"2-\u670d\u52a1\u53d1\u73b0-kubernetes\u539f\u751f\u673a\u5236\u5bf9\u63a5\"><strong>2. \u670d\u52a1\u53d1\u73b0\uff1aKubernetes\u539f\u751f\u673a\u5236\u5bf9\u63a5<\/strong><\/h4>\n<p>SkyWalking OAP\uff08Observability Analysis Platform\uff09\u670d\u52a1\u901a\u8fc7<strong>Kubernetes Cluster API<\/strong>\u52a8\u6001\u83b7\u53d6Endpoint\u4fe1\u606f\uff1a<\/p>\n<ul>\n<li>\u914d\u7f6e<code>cluster-kubernetes<\/code>\u6a21\u5757\uff0c\u8bbe\u7f6eService Account\u6743\u9650\u4ee5\u8bbf\u95eeAPI Server\u3002\n<\/li>\n<li>\u5229\u7528<strong>Label Selector<\/strong>\u8fc7\u6ee4\u9700\u8981\u76d1\u63a7\u7684Pod\uff0c\u4f8b\u5982<code>app.kubernetes.io\/component: microservice<\/code>\u3002\n<\/li>\n<li>\u81ea\u52a8\u540c\u6b65Pod IP\u53d8\u5316\uff0c\u89e3\u51b3\u4f20\u7edf\u9759\u6001IP\u914d\u7f6e\u5bfc\u81f4\u7684\u76d1\u63a7\u65ad\u8fde\u95ee\u9898\u3002\n<\/li>\n<\/ul>\n<h4 id=\"3-\u6307\u6807\u805a\u5408-prometheus\u751f\u6001\u6574\u5408\"><strong>3. \u6307\u6807\u805a\u5408\uff1aPrometheus\u751f\u6001\u6574\u5408<\/strong><\/h4>\n<p>\u867d\u7136SkyWalking\u81ea\u5e26\u6307\u6807\u6536\u96c6\u80fd\u529b\uff0c\u4f46\u4e0eKubernetes\u751f\u6001\u6df1\u5ea6\u878d\u5408\u65f6\uff0c\u5efa\u8bae\uff1a<\/p>\n<ul>\n<li>\u901a\u8fc7<strong>OpenTelemetry Collector<\/strong>\u7edf\u4e00\u63a5\u6536Prometheus\u683c\u5f0f\u7684\u8282\u70b9\u6307\u6807\uff08\u5982kubelet\u66b4\u9732\u7684cAdvisor\u6570\u636e\uff09\u3002\n<\/li>\n<li>\u4f7f\u7528<strong>SkyWalking Meter System<\/strong>\u5b9a\u4e49\u81ea\u5b9a\u4e49\u6307\u6807\uff0c\u5e76\u4e0e\u5bb9\u5668\u8d44\u6e90\u4f7f\u7528\u7387\u8fdb\u884c\u5173\u8054\u5206\u6790\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e09-\u5173\u952e\u914d\u7f6e\u6b65\u9aa4\u4e0e\u6700\u4f73\u5b9e\u8df5\"><strong>\u4e09\u3001\u5173\u952e\u914d\u7f6e\u6b65\u9aa4\u4e0e\u6700\u4f73\u5b9e\u8df5<\/strong><\/h3>\n<h4 id=\"\u6b65\u9aa41-helm\u90e8\u7f72skywalking\u96c6\u7fa4\"><strong>\u6b65\u9aa41\uff1aHelm\u90e8\u7f72SkyWalking\u96c6\u7fa4<\/strong><\/h4>\n<pre><code class=\"language-bash\">helm repo add skywalking https:\/\/apache.jfrog.io\/artifactory\/skywalking-helm  \r\nhelm install sw skywalking\/skywalking -n observability \\  \r\n--set oap.image.tag=9.7.0 \\  \r\n--set ui.image.tag=9.7.0 \\  \r\n--set storageType=elasticsearch  \r\n<\/code><\/pre>\n<p><em>\u6ce8\uff1a\u751f\u4ea7\u73af\u5883\u5efa\u8bae\u914d\u7f6e\u6301\u4e45\u5316\u5b58\u50a8\uff08\u5982Elasticsearch\uff09\u5e76\u542f\u7528HPA\u81ea\u52a8\u6269\u7f29\u5bb9\u3002<\/em><\/p>\n<h4 id=\"\u6b65\u9aa42-\u914d\u7f6e\u81ea\u52a8agent\u6ce8\u5165\"><strong>\u6b65\u9aa42\uff1a\u914d\u7f6e\u81ea\u52a8Agent\u6ce8\u5165<\/strong><\/h4>\n<p>\u4f7f\u7528<strong>Mutating Webhook<\/strong>\u5b9e\u73b0\u96f6\u914d\u7f6eAgent\u6ce8\u5165\uff1a<\/p>\n<ol>\n<li>\u521b\u5efa\u5305\u542bAgent\u6587\u4ef6\u7684ConfigMap\n<\/li>\n<li>\u90e8\u7f72Webhook Server\uff0c\u76d1\u542cPod\u521b\u5efa\u4e8b\u4ef6\n<\/li>\n<li>\u81ea\u52a8\u8ffd\u52a0JVM\u53c2\u6570<code>-javaagent:\/sw-agent\/skywalking-agent.jar<\/code>\n<\/li>\n<\/ol>\n<h4 id=\"\u6b65\u9aa43-\u5b9a\u4e49\u670d\u52a1\u62d3\u6251\u89c4\u5219\"><strong>\u6b65\u9aa43\uff1a\u5b9a\u4e49\u670d\u52a1\u62d3\u6251\u89c4\u5219<\/strong><\/h4>\n<p>\u5728<code>oap-config.yaml<\/code>\u4e2d\u914d\u7f6eK8s\u6807\u7b7e\u5230\u670d\u52a1\u540d\u7684\u6620\u5c04\u89c4\u5219\uff1a<\/p>\n<pre><code class=\"language-yaml\">kubernetes:  \r\nserviceNameRule: &quot;${kubernetes.labels.app}.${kubernetes.namespace}&quot;  \r\n<\/code><\/pre>\n<p>\u8fd9\u4f7f\u5f97\u901a\u8fc7Deployment\u7684<code>app: order-service<\/code>\u6807\u7b7e\u5373\u53ef\u81ea\u52a8\u751f\u6210\u670d\u52a1\u540d\u79f0<code>order-service.prod<\/code>\u3002<\/p>\n<hr>\n<h3 id=\"\u56db-\u5178\u578b\u95ee\u9898\u6392\u67e5\u4e0e\u4f18\u5316\u7b56\u7565\"><strong>\u56db\u3001\u5178\u578b\u95ee\u9898\u6392\u67e5\u4e0e\u4f18\u5316\u7b56\u7565<\/strong><\/h3>\n<h4 id=\"\u573a\u666f1-\u8de8\u547d\u540d\u7a7a\u95f4\u7684\u8c03\u7528\u94fe\u65ad\u88c2\"><strong>\u573a\u666f1\uff1a\u8de8\u547d\u540d\u7a7a\u95f4\u7684\u8c03\u7528\u94fe\u65ad\u88c2<\/strong><\/h4>\n<p><strong>\u89e3\u51b3\u65b9\u6848<\/strong>\uff1a<\/p>\n<ul>\n<li>\u68c0\u67e5OAP\u670d\u52a1\u7684RBAC\u914d\u7f6e\uff0c\u786e\u4fdd\u5177\u6709\u8de8Namespace\u7684Pod\u8bfb\u53d6\u6743\u9650\u3002\n<\/li>\n<li>\u5728Agent\u914d\u7f6e\u4e2d\u7edf\u4e00\u8bbe\u7f6e<code>SW_AGENT_NAMESPACE<\/code>\u73af\u5883\u53d8\u91cf\u3002\n<\/li>\n<\/ul>\n<h4 id=\"\u573a\u666f2-\u9ad8\u5bc6\u5ea6\u90e8\u7f72\u4e0b\u7684oap\u6027\u80fd\u74f6\u9888\"><strong>\u573a\u666f2\uff1a\u9ad8\u5bc6\u5ea6\u90e8\u7f72\u4e0b\u7684OAP\u6027\u80fd\u74f6\u9888<\/strong><\/h4>\n<p><strong>\u4f18\u5316\u624b\u6bb5<\/strong>\uff1a<\/p>\n<ul>\n<li>\u542f\u7528<strong>gRPC\u6d41\u5f0f\u4f20\u8f93\u6a21\u5f0f<\/strong>\uff08\u914d\u7f6e<code>SW_GRPC_ENABLE_STREAMING=true<\/code>\uff09\u964d\u4f4e\u7f51\u7edc\u5f00\u9500\u3002\n<\/li>\n<li>\u4f7f\u7528<strong>Node Affinity<\/strong>\u5c06OAP Pod\u5206\u6563\u5230\u4e0d\u540c\u7269\u7406\u8282\u70b9\uff0c\u907f\u514d\u8d44\u6e90\u4e89\u62a2\u3002\n<\/li>\n<\/ul>\n<hr>\n<h3 id=\"\u4e94-\u4ece\u76d1\u63a7\u5230\u544a\u8b66-\u6784\u5efa\u5b8c\u6574\u53ef\u89c2\u6d4b\u4f53\u7cfb\"><strong>\u4e94\u3001\u4ece\u76d1\u63a7\u5230\u544a\u8b66\uff1a\u6784\u5efa\u5b8c\u6574\u53ef\u89c2\u6d4b\u4f53\u7cfb<\/strong><\/h3>\n<p>\u901a\u8fc7<strong>SkyWalking Alarm Hook<\/strong>\u4e0eKubernetes\u4e8b\u4ef6\u7cfb\u7edf\u8054\u52a8\uff1a<\/p>\n<ol>\n<li>\u5b9a\u4e49\u57fa\u4e8eApdex\u8bc4\u5206\u6216\u9519\u8bef\u7387\u7684\u544a\u8b66\u89c4\u5219\n<\/li>\n<\/ol>\n<pre><code class=\"language-yaml\">rules:  \r\nservice_resp_time:  \r\nmetrics-name: service_resp_time  \r\nthreshold: 1000  \r\nop: &quot;&gt;&quot;  \r\nperiod: 10  \r\ncount: 3  \r\n<\/code><\/pre>\n<ol>\n<li>\u89e6\u53d1\u65f6\u81ea\u52a8\u521b\u5efaKubernetes Event\uff0c\u5e76\u901a\u8fc7Alertmanager\u63a8\u9001\u81f3\u9489\u9489\/\u4f01\u4e1a\u5fae\u4fe1\u3002\n<\/li>\n<li>\u7ed3\u5408<strong>Grafana Dashboard<\/strong>\u5b9e\u73b0\u53ef\u89c6\u5316\u5927\u5c4f\uff0c\u5173\u952e\u6307\u6807\u5982Pod\u5f02\u5e38\u91cd\u542f\u6b21\u6570\u3001\u8de8\u670d\u52a1P99\u5ef6\u8fdf\u7b49\u7528<strong>\u52a0\u7c97\u66f2\u7ebf<\/strong>\u7a81\u51fa\u663e\u793a\u3002\n<\/li>\n<\/ol>\n<hr>\n<h3 id=\"\u516d-\u771f\u5b9e\u6848\u4f8b-\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u843d\u5730\u7ecf\u9a8c\"><strong>\u516d\u3001\u771f\u5b9e\u6848\u4f8b\uff1a\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u7684\u843d\u5730\u7ecf\u9a8c<\/strong><\/h3>\n<p>\u67d0\u652f\u4ed8\u5e73\u53f0\u5728\u8fc1\u79fb\u81f3Kubernetes\u540e\uff0c\u9762\u4e34\u8c03\u7528\u94fe\u8ffd\u8e2a\u4e0d\u5b8c\u6574\u3001\u5bb9\u5668\u8d44\u6e90\u5229\u7528\u7387\u4e0d\u900f\u660e\u7b49\u95ee\u9898\u3002\u901a\u8fc7\u5f15\u5165SkyWalking\uff1a<\/p>\n<ul>\n<li><strong>\u6545\u969c\u5b9a\u4f4d\u65f6\u95f4\u7f29\u77ed70%<\/strong>\uff1a\u5229\u7528\u706b\u7130\u56fe\u5feb\u901f\u8bc6\u522b\u5230\u67d0\u4e2aJava\u670d\u52a1\u56e0Full GC\u9891\u7e41\u5bfc\u81f4Pod\u9891\u7e41OOM\u3002\n<\/li>\n<li><strong>\u8d44\u6e90\u6210\u672c\u4e0b\u964d30%<\/strong>\uff1a\u6839\u636e\u6307\u6807\u5173\u8054\u5206\u6790\uff0c\u5c06CPU Request\u4ece2\u6838\u8c03\u6574\u4e3a1.5\u6838\u4e14\u4e0d\u5f71\u54cdSLA\u3002\n<\/li>\n<li><strong>\u5f00\u53d1\u81ea\u8fd0\u7ef4\u80fd\u529b\u63d0\u5347<\/strong>\uff1a\u7814\u53d1\u4eba\u5458\u901a\u8fc7\u9884\u7f6e\u7684Grafana\u6a21\u677f\u81ea\u4e3b\u6392\u67e580%\u7684\u4e2d\u95f4\u4ef6\u95ee\u9898\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u524d\u8a00 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\u4e00\u3001\u4e3a\u4ec0\u4e48\u9700\u8981\u5c06SkyWalking\u4e0eKubernetes\u7ed3\u5408\uff1f Kubernetes\u7684\u52a8\u6001\u7279\u6027\u4f7f\u5f97\u4f20\u7edf\u7684\u9759\u6001\u76d1\u63a7\u65b9\u6848\u6349\u895f\u89c1\u8098\u3002\u5f53Pod\u9891\u7e41\u91cd\u542f\u3001\u670d\u52a1\u5b9e\u4f8b\u81ea\u52a8\u6269\u7f29\u65f6\uff0c\u76d1\u63a7\u7cfb\u7edf\u9700\u8981\u5b9e\u65f6\u611f\u77e5\u62d3\u6251\u53d8\u5316\uff0c\u5e76\u5173\u8054\u5bb9\u5668\u6307\u6807\u4e0e\u4e1a\u52a1\u903b\u8f91\u3002SkyWalking\u7684\u4f18\u52bf\u6070\u6070\u4f53\u73b0\u5728\uff1a \u81ea\u52a8\u670d\u52a1\u53d1\u73b0\uff1a\u901a\u8fc7Kubernetes API\u5b9e\u65f6\u83b7\u53d6Pod\u3001Service\u3001Deployment\u7b49\u8d44\u6e90\u72b6\u6001\uff0c\u81ea\u52a8\u6620\u5c04\u670d\u52a1\u5b9e\u4f8b\u4e0e\u5bb9\u5668\u5173\u7cfb\u3002 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[&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":32364,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[14],"tags":[],"class_list":["post-32363","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-product-news"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/32363","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\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=32363"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/32363\/revisions"}],"predecessor-version":[{"id":32365,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/32363\/revisions\/32365"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/32364"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=32363"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=32363"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=32363"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}