{"id":41076,"date":"2022-11-16T01:44:50","date_gmt":"2023-09-11T04:11:03","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8elasticsearch%e5%92%8cfilebeat%e8%bf%9b%e8%a1%8ckubernetes%e6%97%a5%e5%bf%97%e8%ae%b0%e5%bd%95-part1-%e3%80%9celasticsearch%e5%92%8ckibana%e9%83%a8%e7%bd%b2%e6%8c%87%e5%8d%97\/"},"modified":"2024-04-29T00:51:56","modified_gmt":"2024-04-28T16:51:56","slug":"%e4%bd%bf%e7%94%a8elasticsearch%e5%92%8cfilebeat%e8%bf%9b%e8%a1%8ckubernetes%e6%97%a5%e5%bf%97%e8%ae%b0%e5%bd%95-part1-%e3%80%9celasticsearch%e5%92%8ckibana%e9%83%a8%e7%bd%b2%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8elasticsearch%e5%92%8cfilebeat%e8%bf%9b%e8%a1%8ckubernetes%e6%97%a5%e5%bf%97%e8%ae%b0%e5%bd%95-part1-%e3%80%9celasticsearch%e5%92%8ckibana%e9%83%a8%e7%bd%b2%e6%8c%87%e5%8d%97\/","title":{"rendered":"\u4f7f\u7528Elasticsearch\u548cFilebeat\u8fdb\u884cKubernetes\u65e5\u5fd7\u8bb0\u5f55 Part1 \u301cElasticsearch\u548cKibana\u90e8\u7f72\u6307\u5357\u301c"},"content":{"rendered":"<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44b737434c4406ca065c\/0-0.png\" alt=\"image.png\" \/><\/div>\n<h1>\u9996\u5148<\/h1>\n<p>\u8be5\u6587\u7ae0\u662f\u7cfb\u5217\u7684\u7b2c\u4e00\u90e8\u5206\uff0c\u4ecb\u7ecd\u4e86\u5728\u96c6\u7fa4\u90e8\u7f72\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u96c6\u7fa4\u672c\u8eab\u7684\u751f\u4ea7\u73af\u5883\u7ea7\u522b\u7684Kubernetes\u65e5\u5fd7\u914d\u7f6e\u3002\u672c\u6587\u4f7f\u7528Elasticsearch\u4f5c\u4e3a\u65e5\u5fd7\u540e\u7aef\u3002Elasticsearch\u7684\u8bbe\u7f6e\u975e\u5e38\u53ef\u6269\u5c55\u4e14\u5177\u6709\u9ad8\u53ef\u9760\u6027\u3002<\/p>\n<h1>\u90e8\u7f72\u67b6\u6784<\/h1>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44b737434c4406ca065c\/4-0.png\" alt=\"image.png\" \/><\/div>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch \u30c7\u30fc\u30bf\u30ce\u30fc\u30c9\u30dd\u30c3\u30c9\u306f\u3001\u5b89\u5b9a\u3057\u305f\u30cd\u30c3\u30c8\u30ef\u30fc\u30afID\u3092\u63d0\u4f9b\u3059\u308b\u30d8\u30c3\u30c9\u30ec\u30b9\u30b5\u30fc\u30d3\u30b9\u3092\u5099\u3048\u305f\u30b9\u30c6\u30fc\u30c8\u30d5\u30eb\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch \u30de\u30b9\u30bf\u30fc\u30ce\u30fc\u30c9\u30dd\u30c3\u30c9\u306f\u3001\u81ea\u52d5\u691c\u51fa\u306b\u5f79\u7acb\u3064\u30d8\u30c3\u30c9\u30ec\u30b9\u30b5\u30fc\u30d3\u30b9\u3092\u5099\u3048\u305f\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Elasticsearch \u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30ce\u30fc\u30c9\u30dd\u30c3\u30c9\u306f\u3001R \/ W\u30ea\u30af\u30a8\u30b9\u30c8\u306e\u30c7\u30fc\u30bf\u30ce\u30fc\u30c9\u3078\u306e\u30a2\u30af\u30bb\u30b9\u3092\u8a31\u53ef\u3059\u308b\u5185\u90e8\u30b5\u30fc\u30d3\u30b9\u3092\u5099\u3048\u305f\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Kibana\u30dd\u30c3\u30c9\u3068ElasticHQ\u30dd\u30c3\u30c9\u306f\u3001Kubernetes\u30af\u30e9\u30b9\u30bf\u30fc\u306e\u5916\u90e8\u304b\u3089\u30a2\u30af\u30bb\u30b9\u3067\u304d\u308b\u30b5\u30fc\u30d3\u30b9\u3092\u5099\u3048\u305f\u30ec\u30d7\u30ea\u30ab\u30bb\u30c3\u30c8\u3068\u3057\u3066\u30c7\u30d7\u30ed\u30a4\u3055\u308c\u307e\u3059\u304c\u3001\u30b5\u30d6\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u306e\u5185\u90e8\u306b\u306f\u3042\u308a\u307e\u3059\uff08\u7279\u306b\u5fc5\u8981\u304c\u306a\u3044\u9650\u308a\u3001\u516c\u958b\u3055\u308c\u307e\u305b\u3093\uff09\u3002<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">HPA\uff08Horizontal Pod Auto-scaler\uff09\u304c\u30af\u30e9\u30a4\u30a2\u30f3\u30c8\u30ce\u30fc\u30c9\u306b\u5c0e\u5165\u3055\u308c\u3001\u9ad8\u8ca0\u8377\u3067\u306e\u81ea\u52d5\u30b9\u30b1\u30fc\u30ea\u30f3\u30b0\u304c\u53ef\u80fd\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/ul>\n<h4>\u9700\u8981\u8bb0\u4f4f\u7684\u91cd\u8981\u4e8b\u9879\uff1a<\/h4>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u8bbe\u7f6eES_JAVA_OPTS\u73af\u5883\u53d8\u91cf\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u8bbe\u7f6eCLUSTER_NAME\u73af\u5883\u53d8\u91cf\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4e3a\u4e86\u89e3\u51b3\u5206\u88c2\u8111\u95ee\u9898\uff0c\u8bbe\u7f6eNUMBER_OF_MASTERS\u73af\u5883\u53d8\u91cf\uff0c\u7528\u4e8e\u4e3b\u8282\u70b9\u90e8\u7f72\u3002\u5982\u679c\u67093\u4e2a\u4e3b\u8282\u70b9\uff0c\u5219\u8bbe\u7f6e\u4e3a2\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u4e3a\u4e86\u786e\u4fdd\u9ad8\u53ef\u7528\u6027\uff0c\u5982\u679c\u53d1\u751f\u5de5\u4f5c\u8282\u70b9\u6545\u969c\uff0c\u8bf7\u5728\u76f8\u540c\u7684Pod\u4e4b\u95f4\u8bbe\u7f6e\u6b63\u786e\u7684Pod-AntiAffinity\u7b56\u7565\u3002<\/ol>\n<p>\u8ba9\u6211\u4eec\u4ece\u5c06\u8fd9\u4e9b\u670d\u52a1\u90e8\u7f72\u5230GKE\u96c6\u7fa4\u5f00\u59cb\u3002<\/p>\n<h3>\u90e8\u7f72\u4e3b\u8282\u70b9\u548c\u65e0\u754c\u9762\u670d\u52a1<\/h3>\n<p>\u90e8\u7f72\u4e0b\u4e00\u4efd\u65b0\u7684\u6e05\u5355\u6587\u4ef6\uff0c\u521b\u5efa\u4e3b\u8282\u70b9\u548c\u65e0\u5934\u670d\u52a1\u3002<\/p>\n<pre class=\"post-pre\"><code>\r\napiVersion: v1\r\nkind: Namespace\r\nmetadata:\r\n  name: elasticsearch\r\n---\r\napiVersion: apps\/v1beta1\r\nkind: Deployment\r\nmetadata:\r\n  name: es-master\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: master\r\nspec:\r\n  replicas: 3\r\n  template:\r\n    metadata:\r\n      labels:\r\n        component: elasticsearch\r\n        role: master\r\n    spec:\r\n      affinity:\r\n        podAntiAffinity:\r\n          preferredDuringSchedulingIgnoredDuringExecution:\r\n          - weight: 100\r\n            podAffinityTerm:\r\n              labelSelector:\r\n                matchExpressions:\r\n                - key: role\r\n                  operator: In\r\n                  values:\r\n                  - master\r\n              topologyKey: kubernetes.io\/hostname\r\n      initContainers:\r\n      - name: init-sysctl\r\n        image: busybox:1.27.2\r\n        command:\r\n        - sysctl\r\n        - -w\r\n        - vm.max_map_count=262144\r\n        securityContext:\r\n          privileged: true\r\n      containers:\r\n      - name: es-master\r\n        image: quay.io\/pires\/docker-elasticsearch-kubernetes:6.2.4\r\n        env:\r\n        - name: NAMESPACE\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.namespace\r\n        - name: NODE_NAME\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.name\r\n        - name: CLUSTER_NAME\r\n          value: my-es\r\n        - name: NUMBER_OF_MASTERS\r\n          value: \"2\"\r\n        - name: NODE_MASTER\r\n          value: \"true\"\r\n        - name: NODE_INGEST\r\n          value: \"false\"\r\n        - name: NODE_DATA\r\n          value: \"false\"\r\n        - name: HTTP_ENABLE\r\n          value: \"false\"\r\n        - name: ES_JAVA_OPTS\r\n          value: -Xms256m -Xmx256m\r\n        - name: PROCESSORS\r\n          valueFrom:\r\n            resourceFieldRef:\r\n              resource: limits.cpu\r\n        resources:\r\n          limits:\r\n            cpu: 2\r\n        ports:\r\n        - containerPort: 9300\r\n          name: transport\r\n        volumeMounts:\r\n        - name: storage\r\n          mountPath: \/data\r\n      volumes:\r\n          - emptyDir:\r\n              medium: \"\"\r\n            name: \"storage\"\r\n---\r\napiVersion: v1\r\nkind: Service\r\nmetadata:\r\n  name: elasticsearch-discovery\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: master\r\nspec:\r\n  selector:\r\n    component: elasticsearch\r\n    role: master\r\n  ports:\r\n  - name: transport\r\n    port: 9300\r\n    protocol: TCP\r\n  clusterIP: None\r\n<\/code><\/pre>\n<p>\u8ffd\u8e2a\u5176\u4e2d\u4efb\u4e00\u4e3b\u8282\u70b9\u7684\u65e5\u5fd7\uff0c\u5c06\u4f1a\u9009\u51fa\u4e3b\u8282\u70b9\u3002\u8fd9\u53d1\u751f\u5728\u4e3b\u8282\u70b9\u9009\u62e9\u7fa4\u7ec4\u7684\u9886\u5bfc\u8005\u65f6\u3002\u901a\u8fc7\u8ffd\u8e2a\u4e3b\u8282\u70b9\u7684\u65e5\u5fd7\uff0c\u53ef\u4ee5\u4e86\u89e3\u65b0\u6570\u636e\u548c\u5ba2\u6237\u8282\u70b9\u4f55\u65f6\u88ab\u6dfb\u52a0\u3002<\/p>\n<pre class=\"post-pre\"><code>root$ kubectl -n elasticsearch logs -f po\/es-master-594b58b86c-9jkj2 | grep ClusterApplierService\r\n[2018-10-21T07:41:54,958][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-9jkj2] detected_master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300}, added {{es-master-594b58b86c-lfpps}{wZQmXr5fSfWisCpOHBhaMg}{50jGPeKLSpO9RU_HhnVJCA}{10.9.124.81}{10.9.124.81:9300},{es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [3]])\r\n<\/code><\/pre>\n<p>\u5982\u4e0a\u6240\u8ff0\uff0c\u540d\u4e3aes-master-594b58b86c-bj7g7\u7684es-master Pod\u88ab\u9009\u4e3e\u4e3a\u9886\u5bfc\u8005\uff0c\u5e76\u6dfb\u52a0\u4e86\u5176\u4ed6\u4e24\u4e2aPod\u5230\u96c6\u7fa4\u4e2d\u3002<\/p>\n<p>Elasticsearch-discovery\u662f\u4e00\u4e2a\u65e0\u754c\u9762\u670d\u52a1\uff0c\u5b83\u9ed8\u8ba4\u4f5c\u4e3aDocker\u955c\u50cf\u7684\u73af\u5883\u53d8\u91cf\u8fdb\u884c\u914d\u7f6e\uff0c\u5e76\u7528\u4e8e\u8282\u70b9\u4e4b\u95f4\u7684\u53d1\u73b0\u3002\u5f53\u7136\uff0c\u8fd9\u662f\u53ef\u4ee5\u8fdb\u884c\u8986\u76d6\u7684\u3002<\/p>\n<h3>\u6570\u636e\u8282\u70b9\u7684\u90e8\u7f72<\/h3>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u6e05\u5355\uff0c\u5728\u6570\u636e\u8282\u70b9\u4e0a\u90e8\u7f72\u6709\u72b6\u6001\u96c6\u548c\u65e0\u5934\u670d\u52a1\u3002<\/p>\n<pre class=\"post-pre\"><code>apiVersion: v1\r\nkind: Namespace\r\nmetadata:\r\n  name: elasticsearch\r\n---\r\napiVersion: storage.k8s.io\/v1beta1\r\nkind: StorageClass\r\nmetadata:\r\n  name: fast\r\nprovisioner: kubernetes.io\/gce-pd\r\nparameters:\r\n  type: pd-ssd\r\n  fsType: xfs\r\nallowVolumeExpansion: true\r\n---\r\napiVersion: apps\/v1beta1\r\nkind: StatefulSet\r\nmetadata:\r\n  name: es-data\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: data\r\nspec:\r\n  serviceName: elasticsearch-data\r\n  replicas: 3\r\n  template:\r\n    metadata:\r\n      labels:\r\n        component: elasticsearch\r\n        role: data\r\n    spec:\r\n      affinity:\r\n        podAntiAffinity:\r\n          preferredDuringSchedulingIgnoredDuringExecution:\r\n          - weight: 100\r\n            podAffinityTerm:\r\n              labelSelector:\r\n                matchExpressions:\r\n                - key: role\r\n                  operator: In\r\n                  values:\r\n                  - data\r\n              topologyKey: kubernetes.io\/hostname\r\n      initContainers:\r\n      - name: init-sysctl\r\n        image: busybox:1.27.2\r\n        command:\r\n        - sysctl\r\n        - -w\r\n        - vm.max_map_count=262144\r\n        securityContext:\r\n          privileged: true\r\n      containers:\r\n      - name: es-data\r\n        image: quay.io\/pires\/docker-elasticsearch-kubernetes:6.2.4\r\n        env:\r\n        - name: NAMESPACE\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.namespace\r\n        - name: NODE_NAME\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.name\r\n        - name: CLUSTER_NAME\r\n          value: my-es\r\n        - name: NODE_MASTER\r\n          value: \"false\"\r\n        - name: NODE_INGEST\r\n          value: \"false\"\r\n        - name: HTTP_ENABLE\r\n          value: \"false\"\r\n        - name: ES_JAVA_OPTS\r\n          value: -Xms256m -Xmx256m\r\n        - name: PROCESSORS\r\n          valueFrom:\r\n            resourceFieldRef:\r\n              resource: limits.cpu\r\n        resources:\r\n          limits:\r\n            cpu: 2\r\n        ports:\r\n        - containerPort: 9300\r\n          name: transport\r\n        volumeMounts:\r\n        - name: storage\r\n          mountPath: \/data\r\n  volumeClaimTemplates:\r\n  - metadata:\r\n      name: storage\r\n      annotations:\r\n        volume.beta.kubernetes.io\/storage-class: \"fast\"\r\n    spec:\r\n      accessModes: [ \"ReadWriteOnce\" ]\r\n      storageClassName: fast\r\n      resources:\r\n        requests:\r\n          storage: 10Gi\r\n---\r\napiVersion: v1\r\nkind: Service\r\nmetadata:\r\n  name: elasticsearch-data\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: data\r\nspec:\r\n  ports:\r\n  - port: 9300\r\n    name: transport\r\n  clusterIP: None\r\n  selector:\r\n    component: elasticsearch\r\n    role: data\r\n<\/code><\/pre>\n<p>\u5bf9\u4e8e\u6570\u636e\u8282\u70b9\u800c\u8a00\uff0c\u65e0\u5934\u670d\u52a1\u4e3a\u8282\u70b9\u63d0\u4f9b\u7a33\u5b9a\u7684\u7f51\u7edcID\uff0c\u5e76\u6709\u52a9\u4e8e\u8282\u70b9\u95f4\u7684\u6570\u636e\u4f20\u8f93\u3002<\/p>\n<p>\u5728\u5c06\u6301\u4e45\u5377\u8fde\u63a5\u5230Pod\u4e4b\u524d\u8fdb\u884c\u683c\u5f0f\u5316\u975e\u5e38\u91cd\u8981\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u5728\u521b\u5efa\u5b58\u50a8\u7c7b\u65f6\u6307\u5b9a\u5377\u7c7b\u578b\u6765\u6267\u884c\u6b64\u64cd\u4f5c\u3002\u60a8\u8fd8\u53ef\u4ee5\u8bbe\u7f6e\u6807\u5fd7\u4ee5\u4fbf\u53ef\u4ee5\u5373\u65f6\u6269\u5c55\u5377\u3002\u6709\u5173\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605\u6b64\u5904\u3002<\/p>\n<pre class=\"post-pre\"><code>...\r\nparameters: \r\n type: pd-ssd \r\n fsType: xfs\r\nallowVolumeExpansion: true\r\n...\r\n<\/code><\/pre>\n<h1>\u5ba2\u6237\u7aef\u8282\u70b9\u7684\u90e8\u7f72<\/h1>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u7684\u5ba3\u8a00\uff0c\u90e8\u7f72\u5ba2\u6237\u7aef\u8282\u70b9\u5e76\u521b\u5efa\u5916\u90e8\u670d\u52a1\u3002<\/p>\n<pre class=\"post-pre\"><code>apiVersion: apps\/v1beta1\r\nkind: Deployment\r\nmetadata:\r\n  name: es-client\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: client\r\nspec:\r\n  replicas: 2\r\n  template:\r\n    metadata:\r\n      labels:\r\n        component: elasticsearch\r\n        role: client\r\n    spec:\r\n      affinity:\r\n        podAntiAffinity:\r\n          preferredDuringSchedulingIgnoredDuringExecution:\r\n          - weight: 100\r\n            podAffinityTerm:\r\n              labelSelector:\r\n                matchExpressions:\r\n                - key: role\r\n                  operator: In\r\n                  values:\r\n                  - client\r\n              topologyKey: kubernetes.io\/hostname\r\n      initContainers:\r\n      - name: init-sysctl\r\n        image: busybox:1.27.2\r\n        command:\r\n        - sysctl\r\n        - -w\r\n        - vm.max_map_count=262144\r\n        securityContext:\r\n          privileged: true\r\n      containers:\r\n      - name: es-client\r\n        image: quay.io\/pires\/docker-elasticsearch-kubernetes:6.2.4\r\n        env:\r\n        - name: NAMESPACE\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.namespace\r\n        - name: NODE_NAME\r\n          valueFrom:\r\n            fieldRef:\r\n              fieldPath: metadata.name\r\n        - name: CLUSTER_NAME\r\n          value: my-es\r\n        - name: NODE_MASTER\r\n          value: \"false\"\r\n        - name: NODE_DATA\r\n          value: \"false\"\r\n        - name: HTTP_ENABLE\r\n          value: \"true\"\r\n        - name: ES_JAVA_OPTS\r\n          value: -Xms256m -Xmx256m\r\n        - name: NETWORK_HOST\r\n          value: _site_,_lo_\r\n        - name: PROCESSORS\r\n          valueFrom:\r\n            resourceFieldRef:\r\n              resource: limits.cpu\r\n        resources:\r\n          limits:\r\n            cpu: 1\r\n        ports:\r\n        - containerPort: 9200\r\n          name: http\r\n        - containerPort: 9300\r\n          name: transport\r\n        volumeMounts:\r\n        - name: storage\r\n          mountPath: \/data\r\n      volumes:\r\n          - emptyDir:\r\n              medium: \"\"\r\n            name: storage\r\n---\r\napiVersion: v1\r\nkind: Service\r\nmetadata:\r\n  name: elasticsearch\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: client\r\nspec:\r\n  selector:\r\n    component: elasticsearch\r\n    role: client\r\n  ports:\r\n  - name: http\r\n    port: 9200\r\n  type: LoadBalancer\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u91cc\u90e8\u7f72\u7684\u670d\u52a1\u7684\u76ee\u7684\u662f\u4eceKubernetes\u96c6\u7fa4\u7684\u5916\u90e8\u8bbf\u95eeES\u96c6\u7fa4\uff0c\u4f46\u5b83\u4ecd\u7136\u4f4d\u4e8e\u5b50\u7f51\u5185\u90e8\u3002\u6ce8\u91ca&#8221;cloud.google.com\/load-balancer-type: Internal&#8221;\u786e\u4fdd\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n<p>\u82e5\u5c06\u5e94\u7528\u7a0b\u5e8f\u7684\u8bfb\u53d6\/\u5199\u5165\u90e8\u7f72\u5728ES\u96c6\u7fa4\u5185\uff0c\u5219\u53ef\u4ee5\u901a\u8fc7http:\/\/elasticsearch.elasticsearch:9200\u8bbf\u95eeElasticsearch\u670d\u52a1\u3002<\/p>\n<p>\u6240\u6709\u7ec4\u4ef6\u90fd\u90e8\u7f72\u5b8c\u6210\u540e\uff0c\u9700\u8981\u786e\u8ba4\u4ee5\u4e0b\u4e8b\u9879\u3002<\/p>\n<p>1. \u5728\u4f7f\u7528Ubuntu\u5bb9\u5668\u7684Kubernetes\u96c6\u7fa4\u5185\u90e8\u90e8\u7f72Elasticsearch\u3002<\/p>\n<pre class=\"post-pre\"><code>root$ kubectl run my-shell --rm -i --tty --image ubuntu -- bash\r\nroot@my-shell-68974bb7f7-pj9x6:\/# curl http:\/\/elasticsearch.elasticsearch:9200\/_cluster\/health?pretty\r\n{\r\n\"cluster_name\" : \"my-es\",\r\n\"status\" : \"green\",\r\n\"timed_out\" : false,\r\n\"number_of_nodes\" : 7,\r\n\"number_of_data_nodes\" : 2,\r\n\"active_primary_shards\" : 0,\r\n\"active_shards\" : 0,\r\n\"relocating_shards\" : 0,\r\n\"initializing_shards\" : 0,\r\n\"unassigned_shards\" : 0,\r\n\"delayed_unassigned_shards\" : 0,\r\n\"number_of_pending_tasks\" : 0,\r\n\"number_of_in_flight_fetch\" : 0,\r\n\"task_max_waiting_in_queue_millis\" : 0,\r\n\"active_shards_percent_as_number\" : 100.0\r\n}\r\n<\/code><\/pre>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4f7f\u7528GCP\u5185\u90e8\u8d1f\u8f7d\u5747\u8861\u5668IP\uff08\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\u4e3a10.9.120.8\uff09\uff0c\u4ece\u96c6\u7fa4\u5916\u90e8\u90e8\u7f72Elasticsearch\u3002\u4f7f\u7528curl http:\/\/10.9.120.8:9200\/_cluster\/health?pretty\u6765\u68c0\u67e5\u5065\u5eb7\u72b6\u51b5\uff0c\u8f93\u51fa\u4e0e\u4e0a\u8ff0\u76f8\u540c\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>ES Pod\u7684\u975e\u4eb2\u548c\u89c4\u5219\uff1a<\/ol>\n<pre class=\"post-pre\"><code>root$ kubectl -n elasticsearch get pods -o wide \r\nNAME                         READY     STATUS    RESTARTS   AGE       IP            NODE\r\nes-client-69b84b46d8-kr7j4   1\/1       Running   0          10m       10.8.14.52   gke-cluster1-pool1-d2ef2b34-t6h9\r\nes-client-69b84b46d8-v5pj2   1\/1       Running   0          10m       10.8.15.53   gke-cluster1-pool1-42b4fbc4-cncn\r\nes-data-0                    1\/1       Running   0          12m       10.8.16.58   gke-cluster1-pool1-4cfd808c-kpx1\r\nes-data-1                    1\/1       Running   0          12m       10.8.15.52   gke-cluster1-pool1-42b4fbc4-cncn\r\nes-master-594b58b86c-9jkj2   1\/1       Running   0          18m       10.8.15.51   gke-cluster1-pool1-42b4fbc4-cncn\r\nes-master-594b58b86c-bj7g7   1\/1       Running   0          18m       10.8.16.57   gke-cluster1-pool1-4cfd808c-kpx1\r\nes-master-594b58b86c-lfpps   1\/1       Running   0          18m       10.8.14.51   gke-cluster1-pool1-d2ef2b34-t6h9\r\n<\/code><\/pre>\n<h1>\u5173\u4e8e\u7f29\u653e\u7684\u8003\u8651\u4e8b\u9879<\/h1>\n<p>\u6839\u636eCPU\u9608\u503c\uff0c\u53ef\u4ee5\u5728\u5ba2\u6237\u7aef\u8282\u70b9\u4e0a\u90e8\u7f72\u81ea\u52a8\u6269\u5c55\u5668\u3002\u5ba2\u6237\u7aef\u8282\u70b9\u7684\u793a\u4f8bHPA\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>apiVersion: autoscaling\/v1\r\nkind: HorizontalPodAutoscaler\r\nmetadata:\r\n name: es-client\r\n namespace: elasticsearch\r\nspec:\r\n maxReplicas: 5\r\n minReplicas: 2\r\n scaleTargetRef:\r\n   apiVersion: extensions\/v1beta1\r\n   kind: Deployment\r\n   name: es-client\r\ntargetCPUUtilizationPercentage: 80\r\n<\/code><\/pre>\n<p>\u6bcf\u6b21\u81ea\u52a8\u6269\u5c55\u5668\u542f\u52a8\u65f6\uff0c\u901a\u8fc7\u76d1\u89c6\u4e3b\u8282\u70b9Pod\u7684\u65e5\u5fd7\uff0c\u53ef\u4ee5\u76d1\u89c6\u65b0\u7684\u5ba2\u6237\u7aef\u8282\u70b9Pod\u88ab\u6dfb\u52a0\u5230\u96c6\u7fa4\u4e2d\u3002<\/p>\n<p>\u5bf9\u4e8e\u6570\u636e\u8282\u70b9Pod\uff0c\u60a8\u53ea\u9700\u4f7f\u7528K8\u4eea\u8868\u677f\u6216GKE\u63a7\u5236\u53f0\u589e\u52a0\u526f\u672c\u6570\u3002 \u65b0\u521b\u5efa\u7684\u6570\u636e\u8282\u70b9\u5c06\u81ea\u52a8\u6dfb\u52a0\u5230\u96c6\u7fa4\u4e2d\uff0c\u5e76\u5f00\u59cb\u590d\u5236\u5176\u4ed6\u8282\u70b9\u7684\u6570\u636e\u3002<\/p>\n<p>\u4e3b\u8282\u70b9Pod\u53ea\u5b58\u50a8\u96c6\u7fa4\u72b6\u6001\u4fe1\u606f\uff0c\u56e0\u6b64\u4e0d\u9700\u8981\u81ea\u52a8\u6269\u5c55\u3002\u5982\u679c\u8981\u6dfb\u52a0\u6570\u636e\u8282\u70b9\uff0c\u8bf7\u786e\u4fdd\u96c6\u7fa4\u4e2d\u6ca1\u6709\u5076\u6570\u4e2a\u4e3b\u8282\u70b9\uff0c\u5e76\u786e\u4fdd\u76f8\u5e94\u7684\u73af\u5883\u53d8\u91cfNUMBER_OF_MASTERS\u5df2\u66f4\u65b0\u3002<\/p>\n<pre class=\"post-pre\"><code>#Check logs of es-master leader pod\r\nroot$ kubectl -n elasticsearch logs po\/es-master-594b58b86c-bj7g7 | grep ClusterApplierService\r\n[2018-10-21T07:41:53,731][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-bj7g7] new_master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300}, added {{es-master-594b58b86c-lfpps}{wZQmXr5fSfWisCpOHBhaMg}{50jGPeKLSpO9RU_HhnVJCA}{10.9.124.81}{10.9.124.81:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [1] source [zen-disco-elected-as-master ([1] nodes joined)[{es-master-594b58b86c-lfpps}{wZQmXr5fSfWisCpOHBhaMg}{50jGPeKLSpO9RU_HhnVJCA}{10.9.124.81}{10.9.124.81:9300}]]])\r\n\r\n[2018-10-21T07:41:55,162][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-bj7g7] added {{es-master-594b58b86c-9jkj2}{x9Prp1VbTq6_kALQVNwIWg}{7NHUSVpuS0mFDTXzAeKRcg}{10.9.125.81}{10.9.125.81:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [3] source [zen-disco-node-join[{es-master-594b58b86c-9jkj2}{x9Prp1VbTq6_kALQVNwIWg}{7NHUSVpuS0mFDTXzAeKRcg}{10.9.125.81}{10.9.125.81:9300}]]])\r\n\r\n[2018-10-21T07:48:02,485][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-bj7g7] added {{es-data-0}{SAOhUiLiRkazskZ_TC6EBQ}{qirmfVJBTjSBQtHZnz-QZw}{10.9.126.88}{10.9.126.88:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [4] source [zen-disco-node-join[{es-data-0}{SAOhUiLiRkazskZ_TC6EBQ}{qirmfVJBTjSBQtHZnz-QZw}{10.9.126.88}{10.9.126.88:9300}]]])\r\n\r\n[2018-10-21T07:48:21,984][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-bj7g7] added {{es-data-1}{fiv5Wh29TRWGPumm5ypJfA}{EXqKGSzIQquRyWRzxIOWhQ}{10.9.125.82}{10.9.125.82:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [5] source [zen-disco-node-join[{es-data-1}{fiv5Wh29TRWGPumm5ypJfA}{EXqKGSzIQquRyWRzxIOWhQ}{10.9.125.82}{10.9.125.82:9300}]]])\r\n\r\n[2018-10-21T07:50:51,245][INFO ][o.e.c.s.ClusterApplierService] [es-master-594b58b86c-bj7g7] added {{es-client-69b84b46d8-v5pj2}{MMjA_tlTS7ux-UW44i0osg}{rOE4nB_jSmaIQVDZCjP8Rg}{10.9.125.83}{10.9.125.83:9300},}, reason: apply cluster state (from master [master {es-master-594b58b86c-bj7g7}{1aFT97hQQ7yiaBc2CYShBA}{Q3QzlaG3QGazOwtUl7N75Q}{10.9.126.87}{10.9.126.87:9300} committed version [6] source [zen-disco-node-join[{es-client-69b84b46d8-v5pj2}{MMjA_tlTS7ux-UW44i0osg}{rOE4nB_jSmaIQVDZCjP8Rg}{10.9.125.83}{10.9.125.83:9300}]]])\r\n<\/code><\/pre>\n<p>\u5728\u4e3b\u8981\u7684\u4e3b\u8282\u70b9\u65e5\u5fd7\u4e2d\uff0c\u6e05\u695a\u5730\u663e\u793a\u4e86\u6bcf\u4e2a\u8282\u70b9\u4f55\u65f6\u88ab\u6dfb\u52a0\u5230\u96c6\u7fa4\u4e2d\u3002\u8fd9\u5bf9\u4e8e\u8c03\u8bd5\u95ee\u9898\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/p>\n<h1>\u5b89\u88c5Kibana\u548cES-HQ\u3002<\/h1>\n<p>Kibana \u662f\u4e00\u6b3e\u7528\u4e8e\u53ef\u89c6\u5316 ES \u6570\u636e\u7684\u7b80\u5355\u5de5\u5177\uff0c\u800c ES-HQ \u5219\u6709\u52a9\u4e8e\u7ba1\u7406\u548c\u76d1\u63a7 Elasticsearch \u96c6\u7fa4\u3002\u5728\u90e8\u7f72 Kibana \u548c ES-HQ \u65f6\uff0c\u8bf7\u6ce8\u610f\u4ee5\u4e0b\u4e8b\u9879\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5728Docker\u6620\u50cf\u7684\u73af\u5883\u53d8\u91cf\u4e2d\u9700\u8981\u6307\u5b9aES-Cluster\u7684\u540d\u79f0\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\u4e3a\u4e86\u8bbf\u95eeKibana \/ ES-HQ\u90e8\u7f72\uff0c\u670d\u52a1\u4ec5\u9650\u4e8e\u7ec4\u7ec7\u5185\u90e8\u3002\u4e5f\u5c31\u662f\u8bf4\uff0c\u4e0d\u4f1a\u521b\u5efa\u516c\u5171IP\u3002\u9700\u8981\u4f7f\u7528GCP\u5185\u90e8\u8d1f\u8f7d\u5747\u8861\u5668\u3002<\/ol>\n<h3>Kibana\u90e8\u7f72<\/h3>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u7684\u6e05\u5355\u6765\u521b\u5efaKibana\u7684\u90e8\u7f72\u548c\u670d\u52a1\u3002<\/p>\n<pre class=\"post-pre\"><code>apiVersion: apps\/v1\r\nkind: Deployment\r\nmetadata:\r\n  namespace: logging\r\n  name: kibana\r\n  labels:\r\n    component: kibana\r\nspec:\r\n  replicas: 1\r\n  selector:\r\n    matchLabels:\r\n     component: kibana\r\n  template:\r\n    metadata:\r\n      labels:\r\n        component: kibana\r\n    spec:\r\n      containers:\r\n      - name: kibana\r\n        image: docker.elastic.co\/kibana\/kibana-oss:6.2.2\r\n        env:\r\n        - name: CLUSTER_NAME\r\n          value: my-es\r\n        - name: ELASTICSEARCH_URL\r\n          value: http:\/\/elasticsearch.elasticsearch:9200\r\n        resources:\r\n          limits:\r\n            cpu: 200m\r\n          requests:\r\n            cpu: 100m\r\n        ports:\r\n        - containerPort: 5601\r\n          name: http\r\n---\r\napiVersion: v1\r\nkind: Service\r\nmetadata:\r\n  namespace: logging\r\n  name: kibana\r\n  annotations:\r\n    cloud.google.com\/load-balancer-type: \"Internal\"\r\n  labels:\r\n    component: kibana\r\nspec:\r\n  selector:\r\n    component: kibana\r\n  ports:\r\n  - name: http\r\n    port: 5601\r\n  type: LoadBalancer \r\n<\/code><\/pre>\n<h3>ES-HQ\u7684\u90e8\u7f72\u3002<\/h3>\n<p>\u4f7f\u7528\u4ee5\u4e0b\u5ba3\u8a00\u4e66\uff0c\u8fdb\u884cES-HQ\u7684\u90e8\u7f72\u548c\u670d\u52a1\u521b\u5efa\u3002<\/p>\n<pre class=\"post-pre\"><code>apiVersion: apps\/v1beta1\r\nkind: Deployment\r\nmetadata:\r\n  name: es-hq\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: hq\r\nspec:\r\n  replicas: 1\r\n  template:\r\n    metadata:\r\n      labels:\r\n        component: elasticsearch\r\n        role: hq\r\n    spec:\r\n      containers:\r\n      - name: es-hq\r\n        image: elastichq\/elasticsearch-hq:release-v3.4.0\r\n        env:\r\n        - name: HQ_DEFAULT_URL\r\n          value: http:\/\/elasticsearch:9200\r\n        resources:\r\n          limits:\r\n            cpu: 0.5\r\n        ports:\r\n        - containerPort: 5000\r\n          name: http\r\n---\r\napiVersion: v1\r\nkind: Service\r\nmetadata:\r\n  name: hq\r\n  namespace: elasticsearch\r\n  labels:\r\n    component: elasticsearch\r\n    role: hq\r\nspec:\r\n  selector:\r\n    component: elasticsearch\r\n    role: hq\r\n  ports:\r\n  - name: http\r\n    port: 5000\r\n  type: LoadBalancer\r\n<\/code><\/pre>\n<p>\u53ef\u4ee5\u4f7f\u7528\u65b0\u521b\u5efa\u7684\u5185\u90e8\u8d1f\u8f7d\u5747\u8861\u5668\u8bbf\u95ee\u8fd9\u4e24\u4e2a\u670d\u52a1\u3002<br \/>\n\u8bbf\u95eehttp\uff1a\/\/ \/ app \/ kibana\uff03\/ home\uff1f_g =\uff08\uff09\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44b737434c4406ca065c\/50-0.png\" alt=\"image.png\" \/><\/div>\n<p>Kibana\u4eea\u8868\u76d8\uff1a<\/p>\n<p>\u8bbf\u95ee\u6211\u7684\u641c\u7d22\u5f15\u64ce\u96c6\u7fa4\u65f6\uff0c\u8bf7\u5728\u6b64\u7f51\u5740\u8bbf\u95ee\uff1ahttp:\/\/ \/\uff03\uff01\/clusters\/my-es<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d44b737434c4406ca065c\/53-0.png\" alt=\"image.png\" \/><\/div>\n<h1>\u603b\u7ed3<\/h1>\n<p>\u73b0\u5728\uff0cES\u540e\u7aef\u7684\u65e5\u5fd7\u8bb0\u5f55\u90e8\u7f72\u5df2\u7ecf\u5b8c\u6210\u3002\u90e8\u7f72\u5b8c\u6210\u7684Elasticsearch\u53ef\u4ee5\u5728\u5176\u4ed6\u5e94\u7528\u4e2d\u4f7f\u7528\u3002\u5728\u9ad8\u8d1f\u8f7d\u65f6\uff0c\u5ba2\u6237\u7aef\u8282\u70b9\u9700\u8981\u81ea\u52a8\u6269\u5c55\uff0c\u5e76\u901a\u8fc7\u589e\u52a0\u72b6\u6001\u526f\u672c\u6570\u91cf\u6765\u6dfb\u52a0\u6570\u636e\u8282\u70b9\u3002\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u5fae\u8c03\u4e00\u4e9benv\u53d8\u91cf\uff0c\u4f46\u8fd9\u5f88\u5bb9\u6613\u3002\u5728\u4e0b\u4e00\u7bc7\u535a\u5ba2\u4e2d\uff0c\u6211\u4eec\u5c06\u5b66\u4e60\u5982\u4f55\u90e8\u7f72FilebeatDaemonSet\u4ee5\u5c06\u65e5\u5fd7\u53d1\u9001\u5230Elasticsearch\u540e\u7aef\u3002<\/p>\n<p>\u8fd9\u7bc7\u6587\u7ae0\u5c06\u6210\u4e3a\u8be5\u6587\u7ae0\u7684\u7eed\u7bc7\uff0c\u5373\u7b2c\u4e8c\u90e8\u5206\u3002\u7b2c\u4e8c\u90e8\u5206\u5c06\u8be6\u7ec6\u89e3\u91caFilebeat\u7684\u914d\u7f6e\u3002<\/p>\n<p>\u8bf7\u9884\u8ba2\u6f14\u793a\uff0c\u5e76\u76f4\u63a5\u54a8\u8be2\u9002\u5408\u60a8\u7684\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\u3002 Elasticsearch\u4e3b\u8981\u7528\u4e8e\u65e5\u5fd7\u76d1\u63a7\u7a7a\u95f4\uff0c\u800cMetricFire\u4e13\u6ce8\u4e8e\u65f6\u95f4\u5e8f\u5217\u76d1\u63a7\u3002\u656c\u8bf7\u671f\u5f85\u7b2c\u4e8c\u90e8\u5206:)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u8be5\u6587\u7ae0\u662f\u7cfb\u5217\u7684\u7b2c\u4e00\u90e8\u5206\uff0c\u4ecb\u7ecd\u4e86\u5728\u96c6\u7fa4\u90e8\u7f72\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u96c6\u7fa4\u672c\u8eab\u7684\u751f\u4ea7\u73af\u5883\u7ea7\u522b\u7684Kubernetes\u65e5\u5fd7\u914d\u7f6e [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-41076","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) - 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