k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
Heapster+InfluxDB+Grafana简介
heapster是一个监控计算、存储、网络等集群资源的工具，以k8s内置的cAdvisor作为数据源收集集群信息，并汇总出有价值的性能数据(Metrics)：cpu、内存、network、filesystem等，然后将这些数据输出到外部存储(backend)，如InfluxDB，最后再通过相应的UI界面进行可视化展示，如grafana。 另外heapster的数据源和外部存储都是可插拔的，所以可以很灵活的组建出很多监控方案，如：Heapster+ElasticSearch+Kibana等等。
Heapster的整体架构图
k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
创建InfluxDB资源对象
#下载influxdb.yaml
apiVersion: extensions/v1beta1
kind: Deployment
metadata:
name: monitoring-influxdb
namespace: kube-system
spec:
replicas: 1
template:
metadata:
labels:
task: monitoring
k8s-app: influxdb
spec:
containers:
- name: influxdb
image: k8s.gcr.io/heapster-influxdb-amd64:v1.3.3
volumeMounts:
- mountPath: /data
name: influxdb-storage
volumes:
- name: influxdb-storage
emptyDir: {}
---
apiVersion: v1
kind: Service
metadata:
labels:
task: monitoring
#For use as a Cluster add-on (https://github.com/kubernetes/kubernetes/tree/master/cluster/addons)
#If you are NOT using this as an addon, you should comment out this line.
kubernetes.io/cluster-service: 'true'
kubernetes.io/name: monitoring-influxdb
name: monitoring-influxdb
namespace: kube-system
spec:
type: NodePort
ports:
- nodePort: 31001
port: 8086
targetPort: 8086
selector:
k8s-app: influxdb
所需的Heapster+InfluxDB+Grafana配置文件，请在Kubernetes Dashboard1.8.3部署中的yaml链接中下载使用。
#influxdb.yaml文件需更改的地方：
（1） image: k8s.gcr.io/heapster-influxdb-amd64:v1.3.3 （换成自己的images）
##说明：这里我在前文中提供的有images下载链接，直接下载使用不用更改！
（2）这里我们使用NotePort暴露monitoring-influxdb服务在主机的31001端口上，那么InfluxDB服务端的地址：http://[host-ip]:31001 ，记下这个地址，以便创建heapster和为grafana配置数据源时，可以直接使用。
spec:
type: NodePort
ports:
- nodePort: 31001
port: 8086
targetPort: 8086
selector:
k8s-app: influxdb
创建Grafana资源对象
#下载grafana.yaml
apiVersion: extensions/v1beta1
kind: Deployment
metadata:
name: monitoring-grafana
namespace: kube-system
spec:
replicas: 1
template:
metadata:
labels:
task: monitoring
k8s-app: grafana
spec:
containers:
- name: grafana
image: k8s.gcr.io/heapster-grafana-amd64:v4.4.3
ports:
- containerPort: 3000
protocol: TCP
volumeMounts:
- mountPath: /etc/ssl/certs
name: ca-certificates
readOnly: true
- mountPath: /var
name: grafana-storage
env:
- name: INFLUXDB_HOST
value: monitoring-influxdb
- name: GF_SERVER_HTTP_PORT
value: "3000"
#The following env variables are required to make Grafana accessible via
#the kubernetes api-server proxy. On production clusters, we recommend
#removing these env variables, setup auth for grafana, and expose the grafana
#service using a LoadBalancer or a public IP.
- 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
#If you're only using the API Server proxy, set this value instead:
#value: /api/v1/namespaces/kube-system/services/monitoring-grafana/proxy
value: /
volumes:
- name: ca-certificates
hostPath:
path: /etc/ssl/certs
- name: grafana-storage
emptyDir: {}
---
apiVersion: v1
kind: Service
metadata:
labels:
#For use as a Cluster add-on (https://github.com/kubernetes/kubernetes/tree/master/cluster/addons)
#If you are NOT using this as an addon, you should comment out this line.
kubernetes.io/cluster-service: 'true'
kubernetes.io/name: monitoring-grafana
name: monitoring-grafana
namespace: kube-system
spec:
#In a production setup, we recommend accessing Grafana through an external Loadbalancer
#or through a public IP.
#type: LoadBalancer
#You could also use NodePort to expose the service at a randomly-generated port
#type: NodePort
type: NodePort
ports:
- nodePort: 30108
port: 80
targetPort: 3000
selector:
k8s-app: grafana
##说明
虽然Heapster已经预先配置好了Grafana的Datasource和Dashboard，但是为了方便访问，这里我们使用NotePort暴露monitoring-grafana服务在主机的30108上，那么Grafana服务端的地址：http://192.168.245.16:30108 ，通过浏览器访问，为Grafana修改数据源，如下：
k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
标红的地方，为上一步记录下的InfluxDB服务端的地址。
创建Heapster资源对象
#下载heapster-rbac.yaml
kind: ClusterRoleBinding
apiVersion: rbac.authorization.k8s.io/v1beta1
metadata:
name: heapster
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: system:heapster
subjects:
- kind: ServiceAccount
name: heapster
namespace: kube-system
#下载heapster.yaml
apiVersion: v1
kind: ServiceAccount
metadata:
name: heapster
namespace: kube-system
---
apiVersion: extensions/v1beta1
kind: Deployment
metadata:
name: heapster
namespace: kube-system
spec:
replicas: 1
template:
metadata:
labels:
task: monitoring
k8s-app: heapster
spec:
serviceAccountName: heapster
containers:
- name: heapster
image: k8s.gcr.io/heapster-amd64:v1.5.3
imagePullPolicy: IfNotPresent
command:
- /heapster
- --source=kubernetes:https://kubernetes.default
#- --sink=influxdb:http://monitoring-influxdb.kube-system.svc:8086
- --sink=influxdb:http://192.168.246.167:31001 #influxdb服务端地址
---
apiVersion: v1
kind: Service
metadata:
labels:
task: monitoring
#For use as a Cluster add-on (https://github.com/kubernetes/kubernetes/tree/master/cluster/addons)
#If you are NOT using this as an addon, you should comment out this line.
kubernetes.io/cluster-service: 'true'
kubernetes.io/name: Heapster
name: heapster
namespace: kube-system
spec:
ports:
- port: 80
targetPort: 8082
selector:
k8s-app: heapster
##说明
（1）
--source 为heapster指定获取集群信息的数据源。参考：https://github.com/kubernetes/heapster/blob/master/docs/source-configuration.md
--sink 为heaster指定后端存储，这里我们使用InfluxDB，其他的，请参考：https://github.com/kubernetes/heapster/blob/master/docs/sink-owners.md
（2）heapster-rbac.yaml 文件作用
如没有heapster-rbac.yaml 将导致权限的问题，heaster默认使用一个令×××(Token)与ApiServer进行认证，通过查看heapster.yml发现 serviceAccountName: heapster ，现在明白了吧，就是heaster没有权限，那么如何授权呢-----给heaster绑定一个有权限的角色就行了，即heapster-rbac.yaml配置的那样！
通过dashboard查看集群概况
k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
通过Grafana查看集群详情(cpu、memory、filesystem、network)
k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)k8s原生的集群监控方案（Heapster+InfluxDB+Grafana)
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k8s原生的集群监控方案HeapsterInfluxDBK8s