Kubernetes集群资源监控

Kubernetes集群资源监控

对k8s来说主要监控集群本身和Pod，集群监控主要有集群节点资源的监控，要了解每个节点的资源利用率如何，工作负载如何，这样可以了解集群中是否增加或减少节点。节点数要了解可用的节点有多少，不可用的节点有多少，这样可以对集群的成本做一定的评估。运行的pod的数量将显示可以的节点数是否足够，当某些节点挂掉之后，是否影响集群负载，能撑起整个集群

Pod的监控由这三个节点：kubernetes 指标，自身的指标主要是pod的实例数量和预期的数量，第二点容器的指标，每个pod要知道他的cpu、内存、网络的使用情况，第三点应用程序，主要和业务相关的

kubernetes监控的方案

监控方案	告警	特点	适用
Zabbix	Y	大量定制工作	大部分的互联网
open-falcon	Y	功能模块分解比较细，显得更复杂	系统和应用监控
cAdvisor+Heapster+InfluxDB+Grafana	Y	简单易用	容器监控
cAvisor/exporter+Prometheus+Grafana	Y	扩展性好	容器，应用，主机全方面监控

cAdvisor+Heapster+InfluxDB+Grafana

cAdisor是谷歌开源的一个容器监控系统，能采集容器的监控指标和宿主机的监控指标，Heapster这是谷歌开源的，主要收集cAdisor汇总的数据的，因为cAdisor不具有存储的功能只会实时的收集，用cAdisor必须要给他提供一个持久化存储，Heapster将每个节点cAdisor存储到InfluxDB中，cAdisor集成在kubelet中，只要kubelet启用的监控端口，都可以访问cAdisor收集的监控数据

kubelet会暴露一个端口，这个端口就是cAdisor采集数据的监控指标，Heapster是运行在k8s中作为一个Pod，他会从每个节点中收集cAdisor采集的数据，采集完后会存储到InfluxDB数据库中，InfluxDB是一个时序的数据库，非常适合以时间为查询条件的数据，Grafana进行仪表盘的展示

部署influxDB

采用Deployment方式，命名空间为kube-system

[root@k8s01 scripts]# cat influxdb.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: monitoring-influxdb
  namespace: kube-system
spec:
  selector:
    matchLabels:
      k8s-app: influxdb
  replicas: 1
  template:
    metadata:
      labels:
        task: monitoring
        k8s-app: influxdb
    spec:
      containers:
      - name: influxdb
        image: registry.cn-shenzhen.aliyuncs.com/cn-k8s/heapster-influxdb-amd64:v1.5.2
        volumeMounts:
        - mountPath: /data
          name: influxdb-storage
      volumes:
      - name: influxdb-storage
        emptyDir: {}

---

apiVersion: v1
kind: Service
metadata:
  labels:
    task: monitoring
    kubernetes.io/cluster-service: 'true'
    kubernetes.io/name: monitoring-influxdb
  name: monitoring-influxdb
  namespace: kube-system
spec:
  ports:
  - port: 8086
    targetPort: 8086
  selector:
    k8s-app: influxdb
[root@k8s01 scripts]# kubectl create -f influxdb.yaml 
deployment.apps/monitoring-influxdb created
service/monitoring-influxdb created
[root@k8s01 scripts]# kubectl get pods -n kube-system monitoring-influxdb-64f46fdcf-5jk8k 
NAME                                  READY   STATUS    RESTARTS   AGE
monitoring-influxdb-64f46fdcf-5jk8k   1/1     Running   0          18s
[root@k8s01 scripts]#

部署heapster

Heapster首先从apiserver获取集群中所有Node的信息，然后通过这些Node上的kubelet获取有用数据，而kubelet本身的数据则是从cAdvisor得到。所有获取到的数据都被推到Heapster配置的后端存储中，并还支持数据的可视化。

由于Heapster需要从apiserver获取数据，所以需要对其进行授权。用户为cluster-admin，集群管理员用户。

[root@k8s01 scripts]# cat heapster.yaml
apiVersion: v1
kind: ServiceAccount
metadata:
  name: heapster
  namespace: kube-system

---

kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1beta1
metadata:
  name: heapster
roleRef:
  kind: ClusterRole
  name: cluster-admin
  apiGroup: rbac.authorization.k8s.io
subjects:
  - kind: ServiceAccount
    name: heapster
    namespace: kube-system

---

apiVersion: apps/v1
kind: Deployment
metadata:
  name: heapster
  namespace: kube-system
spec:
  selector:
    matchLabels:
      k8s-app: heapster
  replicas: 1
  template:
    metadata:
      labels:
        task: monitoring
        k8s-app: heapster
    spec:
      serviceAccountName: heapster
      containers:
      - name: heapster
        image: registry.cn-shenzhen.aliyuncs.com/cn-k8s/heapster-amd64:v1.5.4
        imagePullPolicy: IfNotPresent
        command:
        - /heapster
        - --source=kubernetes:https://kubernetes.default
        - --sink=influxdb:http://monitoring-influxdb:8086

---

apiVersion: v1
kind: Service
metadata:
  labels:
    task: monitoring
    kubernetes.io/cluster-service: 'true'
    kubernetes.io/name: Heapster
  name: heapster
  namespace: kube-system
spec:
  ports:
  - port: 80
    targetPort: 8082
  selector:
    k8s-app: heapster
[root@k8s01 scripts]# kubectl create -f heapster.yaml 
serviceaccount/heapster created
clusterrolebinding.rbac.authorization.k8s.io/heapster created
deployment.apps/heapster created
service/heapster created
[root@k8s01 scripts]# kubectl get pods -n kube-system heapster-76d7cbbb56-lk27t 
NAME                        READY   STATUS    RESTARTS   AGE
heapster-76d7cbbb56-lk27t   1/1     Running   0          54s
[root@k8s01 scripts]# 

部署grafana

[root@k8s01 scripts]# cat grafana.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: monitoring-grafana
  namespace: kube-system
spec:
  selector:
    matchLabels:
      k8s-app: grafana
  replicas: 1
  template:
    metadata:
      labels:
        task: monitoring
        k8s-app: grafana
    spec:
      containers:
      - name: grafana
        image: registry.cn-shenzhen.aliyuncs.com/cn-k8s/heapster-grafana-amd64:v5.0.4
        ports:
          - containerPort: 3000
            protocol: TCP
        volumeMounts:
        - mountPath: /var
          name: grafana-storage
        env:
        - name: INFLUXDB_HOST
          value: monitoring-influxdb
        - name: GF_AUTH_BASIC_ENABLED
          value: "false"
        - name: GF_AUTH_ANONYMOUS_ENABLED
          value: "true"
        - name: GF_AUTH_ANONYMOUS_ORG_ROLE
          value: Admin
        - name: GF_SERVER_ROOT_URL
          value: /
      volumes:
      - name: grafana-storage
        emptyDir: {}

---

apiVersion: v1
kind: Service
metadata:
  labels:
    kubernetes.io/cluster-service: 'true'
    kubernetes.io/name: monitoring-grafana
  name: monitoring-grafana
  namespace: kube-system
spec:
  type: NodePort
  ports:
  - port : 80
    targetPort: 3000
  selector:
    k8s-app: grafana
[root@k8s01 scripts]# kubectl create -f grafana.yaml 
deployment.apps/monitoring-grafana created
service/monitoring-grafana created
[root@k8s01 scripts]# kubectl get pods -n kube-system monitoring-grafana-8546b578df-fbckb 
NAME                                  READY   STATUS    RESTARTS   AGE
monitoring-grafana-8546b578df-fbckb   1/1     Running   0          52s
[root@k8s01 scripts]# 

部署完成

[root@k8s01 scripts]# kubectl get pods,svc -n kube-system 
NAME                                      READY   STATUS    RESTARTS   AGE
pod/coredns-6d8cfdd59d-8flfs              1/1     Running   2          47h
pod/heapster-76d7cbbb56-lk27t             1/1     Running   0          12m
pod/kube-flannel-ds-amd64-2pl7k           1/1     Running   10         7d23h
pod/kube-flannel-ds-amd64-8b2rz           1/1     Running   1          30h
pod/kube-flannel-ds-amd64-jtwwr           1/1     Running   5          8d
pod/monitoring-grafana-8546b578df-fbckb   1/1     Running   0          110s
pod/monitoring-influxdb-64f46fdcf-5jk8k   1/1     Running   0          18m

NAME                          TYPE        CLUSTER-IP   EXTERNAL-IP   PORT(S)         AGE
service/heapster              ClusterIP   10.0.0.190   <none>        80/TCP          12m
service/kube-dns              ClusterIP   10.0.0.2     <none>        53/UDP,53/TCP   8d
service/monitoring-grafana    NodePort    10.0.0.81    <none>        80:31920/TCP    110s
service/monitoring-influxdb   ClusterIP   10.0.0.148   <none>        8086/TCP        18m
[root@k8s01 scripts]# 

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