使用Prometheus对k8s集群外的Elasticsearch进行监控-Toy模板网

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本文介绍了使用Prometheus对k8s集群外的elasticsearch进行监控，这里Prometheus是使用operator部署于k8s集群中，相较于进程部署或docker部署的Prometheus，部署过程更为复杂，不能通过直接修改配置文件的方式增加job，而需要采用k8s的方式进行配置。

配置步骤为：

1，增加endpoint和service，使k8s集群连接至集群外的服务（这里使集群外的elasticsearch服务）

2，创建deployment，配置elasticsearch_exporter连接第1步的Service用于获取监控数据，并配置elasticsearch_exporter容器的启动参数

3，创建elasticsearch_exporter的Service用于被Prometheus发现并注册

4，创建ServiceMonitor将被监控资源注册至Prometheus的Job

5，配置PrometheusRule，增加告警规则

创建ep和svc连接集群外服务

通过yaml文件创建ep和svc，创建好后，访问svc集群ip的9200端口，看通过svc是否能正常访问elasticsearch

[root@VM-12-8-centos elk]# cat 1-es-endpoint-svr.yml 
kind: Endpoints
apiVersion: v1
metadata:
  name: external-es
  labels:
    app: external-es
subsets:
  - addresses:
      - ip: 10.0.20.10
    ports:
      - port: 9200
        name: es
        protocol: TCP
---
apiVersion: v1
kind: Service
metadata:
  name: external-es
  labels:
    app: external-es
spec:
  type: ClusterIP
  ports:
  - port: 9200
    protocol: TCP
    targetPort: 9200
    name: es

[root@VM-12-8-centos elk]# kubectl apply -f 1-es-endpoint-svr.yml 
endpoints/external-es created
service/external-es created
[root@VM-12-8-centos elk]# kubectl get svc  external-es             
NAME          TYPE        CLUSTER-IP     EXTERNAL-IP   PORT(S)    AGE
external-es   ClusterIP   10.1.250.204   <none>        9200/TCP   77s
[root@VM-12-8-centos elk]# kubectl get ep  external-es             
NAME          ENDPOINTS             AGE
external-es   10.0.20.10:9200   91s
[root@VM-12-8-centos elk]# curl 10.1.250.204:9200
{
  "name" : "bVkU9LX",
  "cluster_name" : "elasticsearch",
  "cluster_uuid" : "D-rkPesCRMalPQSi8nx8Hg",
  "version" : {
    "number" : "6.8.23",
    "build_flavor" : "default",
    "build_type" : "rpm",
    "build_hash" : "4f67856",
    "build_date" : "2022-01-06T21:30:50.087716Z",
    "build_snapshot" : false,
    "lucene_version" : "7.7.3",
    "minimum_wire_compatibility_version" : "5.6.0",
    "minimum_index_compatibility_version" : "5.0.0"
  },
  "tagline" : "You Know, for Search"
}

创建ElasticSearch的exporter用于采集ElasticSearch集群的各类监控数据

创建一个Elasticsearch Exporter的deployment用于收集es集群的相应监控数据，并提供监控接口给到Prometheus

创建好pod后，访问9114端口，测试能否正常取到监控metircs数据

[root@VM-12-8-centos elk]# cat 2-es-deploy-svc.yml 
apiVersion: apps/v1
kind: Deployment
metadata:
  labels:
    app: elasticsearch-exporter
  name: elasticsearch-exporter
  namespace: monitoring
spec:
  replicas: 1
  selector:
    matchLabels:
      app: elasticsearch-exporter
  template:
    metadata:
      annotations:
        prometheus.io/scrape: 'true'  
        prometheus.io/port: '9114'
        prometheus.io/path: 'metrics'
      labels:
        app: elasticsearch-exporter
    spec:
      containers:
      - command:
        - '/bin/elasticsearch_exporter'
        - --es.uri=http://10.1.250.204:9200
        - --es.all
        image: prometheuscommunity/elasticsearch-exporter:v1.5.0
        imagePullPolicy: IfNotPresent
        name: elasticsearch-exporter
        ports:
        - containerPort: 9114

---
apiVersion: v1
kind: Service
metadata:
  labels:
    app: elasticsearch-exporter
  name: elasticsearch-exporter-svc
  namespace: monitoring
spec:
  ports:
  - name: http
    port: 9114
    protocol: TCP
    targetPort: 9114
  selector:
    app: elasticsearch-exporter
  type: ClusterIP

[root@VM-12-8-centos elk]# kubectl apply -f 2-es-deploy-svc.yml
deployment.apps/elasticsearch-exporter created
service/elasticsearch-exporter-svc created

[root@VM-12-8-centos elk]# kubectl apply -f 2-es-deploy-svc.yml
deployment.apps/elasticsearch-exporter created
service/elasticsearch-exporter-svc created
[root@VM-12-8-centos elk]# kubectl get deploy -n monitoring elasticsearch-exporter
NAME                     READY   UP-TO-DATE   AVAILABLE   AGE
elasticsearch-exporter   1/1     1            1           7s

[root@VM-12-8-centos elk]# kubectl get po -n monitoring
NAME                                     READY   STATUS    RESTARTS   AGE
elasticsearch-exporter-db8d85955-xjv4k   1/1     Running   0          15s

[root@VM-12-8-centos elk]# kubectl get svc -n monitoring elasticsearch-exporter-svc 
NAME                         TYPE        CLUSTER-IP     EXTERNAL-IP   PORT(S)                      AGE
elasticsearch-exporter-svc   ClusterIP   10.1.24.20     <none>        9114/TCP                     25s

[root@VM-12-8-centos elk]# curl 10.1.24.20:9114
<html>
                        <head><title>Elasticsearch Exporter</title></head>
                        <body>
                        <h1>Elasticsearch Exporter</h1>
                        <p><a href="/metrics">Metrics</a></p>
                        </body>
                        </html>[root@VM-12-8-centos elk]# 
[root@VM-12-8-centos elk]# 
[root@VM-12-8-centos elk]# 
[root@VM-12-8-centos elk]# curl 10.1.24.20:9114/metrics
# HELP elasticsearch_breakers_estimated_size_bytes Estimated size in bytes of breaker
# TYPE elasticsearch_breakers_estimated_size_bytes gauge
elasticsearch_breakers_estimated_size_bytes{breaker="accounting",cluster="elasticsearch",es_client_node="true",es_data_node="true",es_ingest_node="true",es_master_node="true",host="10.0.20.10",name="bVkU9LX"} 8.361645e+06
elasticsearch_breakers_estimated_size_bytes{breaker="fielddata",cluster="elasticsearch",es_client_node="true",es_data_node="true",es_ingest_node="true",es_master_node="true",host="10.0.20.10",name="bVkU9LX"} 105656
。。。。。。

创建ServiceMonitor将监控注册到Prometheus中

相应的yaml文件如下

[root@VM-12-8-centos elk]# vim 3-servicemonitor.yml 
apiVersion: monitoring.coreos.com/v1
kind: ServiceMonitor
metadata:
  labels:
    app: elasticsearch-exporter
  name: elasticsearch-exporter
  namespace: monitoring
spec:
  endpoints:
    - honorLabels: true
      interval: 1m
      path: /metrics
      port: http
      scheme: http
      params:
        target:
          - '10.1.24.20:9114'
      relabelings:
        - sourceLabels: [__param_target]
          targetLabel: instance
  namespaceSelector:
    matchNames:
      - monitoring
  selector:
    matchLabels:
      app: elasticsearch-exporter

[root@VM-12-8-centos elk]# kubectl apply -f 3-servicemonitor.yml 
servicemonitor.monitoring.coreos.com/elasticsearch-exporter created
[root@VM-12-8-centos elk]# kubectl get servicemonitor -n monitoring elasticsearch-exporter
NAME                      AGE
elasticsearch-exporter    13s

创建好后，然后再到Prometheus界面查看是否又es的监控项生成

使用Prometheus对k8s集群外的Elasticsearch进行监控

增加告警规则

配置PrometheusRule，增加告警规则

[root@VM-12-8-centos elk]# cat 4-prometheus-rules.yml 
apiVersion: monitoring.coreos.com/v1
kind: PrometheusRule
metadata:
  labels:
    prometheus: k8s
    role: alert-rules
  name: elasticsearch-exporter-rules
  namespace: monitoring
spec:
  groups:
    - name: elasticsearch-exporter
      rules:
        - alert: es-ElasticsearchHealthyNodes
          expr: elasticsearch_cluster_health_number_of_nodes < 1
          for: 0m
          labels:
            severity: critical
          annotations:
            summary: Elasticsearch Healthy Nodes (instance {{ $labels.instance }})
            description: "Missing node in Elasticsearch cluster\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"
        - alert: es-ElasticsearchClusterRed
          expr: elasticsearch_cluster_health_status{color="red"} == 1
          for: 0m
          labels:
            severity: critical
          annotations:
            summary: Elasticsearch Cluster Red (instance {{ $labels.instance }})
            description: "Elastic Cluster Red status\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"
        - alert: es-ElasticsearchClusterYellow
          expr: elasticsearch_cluster_health_status{color="yellow"} == 1
          for: 0m
          labels:
            severity: warning
          annotations:
            summary: Elasticsearch Cluster Yellow (instance {{ $labels.instance }})
            description: "Elastic Cluster Yellow status\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"
        - alert: es-ElasticsearchDiskOutOfSpace
          expr: elasticsearch_filesystem_data_available_bytes / elasticsearch_filesystem_data_size_bytes * 100 < 10
          for: 0m
          labels:
            severity: critical
          annotations:
            summary: Elasticsearch disk out of space (instance {{ $labels.instance }})
            description: "The disk usage is over 90%\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"
        - alert: es-ElasticsearchHeapUsageTooHigh
          expr: (elasticsearch_jvm_memory_used_bytes{area="heap"} / elasticsearch_jvm_memory_max_bytes{area="heap"}) * 100 > 90
          for: 2m
          labels:
            severity: critical
          annotations:
            summary: Elasticsearch Heap Usage Too High (instance {{ $labels.instance }})
            description: "The heap usage is over 90%\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"
        - alert: ElasticsearchNoNewDocuments
          expr: increase(elasticsearch_indices_docs{es_data_node="true"}[200m]) < 1
          for: 0m
          labels:
            severity: warning
          annotations:
            summary: Elasticsearch no new documents (instance {{ $labels.instance }})
            description: "No new documents for 10 min!\n  VALUE = {{ $value }}\n  LABELS = {{ $labels }}"