第二十五章 Kubernetes部署Promethus集群资源监控
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一、监控指标
#1.集群监控
1)节点资源利用率
2)节点数
3)运行的pods
#2.Pod监控
1)容器指标
2)应用程序
二、部署应用Promethus
1.创建promethus目录
[root@kubernetes-master-001 ~]# mkdir -p monitor && cd monitor/
[root@kubernetes-master-001 ~/monitor]# mkdir -p promethus && cd promethus
2.创建deployment文件
[root@kubernetes-master-001 ~/monitor/promethus]# vi promethus_deploy.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
labels:
name: prometheus-deployment
name: prometheus
namespace: kube-system
spec:
replicas: 1
selector:
matchLabels:
app: prometheus
template:
metadata:
labels:
app: prometheus
spec:
containers:
- image: prom/prometheus:v2.0.0
name: prometheus
command:
- "/bin/prometheus"
args:
- "--config.file=/etc/prometheus/prometheus.yml"
- "--storage.tsdb.path=/prometheus"
- "--storage.tsdb.retention=24h"
ports:
- containerPort: 9090
protocol: TCP
volumeMounts:
- mountPath: "/prometheus"
name: data
- mountPath: "/etc/prometheus"
name: config-volume
resources:
requests:
cpu: 100m
memory: 100Mi
limits:
cpu: 500m
memory: 2500Mi
serviceAccountName: prometheus
volumes:
- name: data
emptyDir: {}
- name: config-volume
configMap:
name: prometheus-config
3.创建service文件
[root@kubernetes-master-001 ~/monitor/promethus]# vi promethus_svc.yaml
kind: Service
apiVersion: v1
metadata:
labels:
app: prometheus
name: prometheus
namespace: kube-system
spec:
type: NodePort
ports:
- port: 9090
targetPort: 9090
nodePort: 30003
selector:
app: prometheus
4.创建configmap文件
[root@kubernetes-master-001 ~/monitor/promethus]# vi configmap.yaml
apiVersion: v1
kind: ConfigMap
metadata:
name: prometheus-config
namespace: kube-system
data:
prometheus.yml: |
global:
scrape_interval: 15s
evaluation_interval: 15s
scrape_configs:
- job_name: \'kubernetes-apiservers\'
kubernetes_sd_configs:
- role: endpoints
scheme: https
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token
relabel_configs:
- source_labels: [__meta_kubernetes_namespace, __meta_kubernetes_service_name, __meta_kubernetes_endpoint_port_name]
action: keep
regex: default;kubernetes;https
- job_name: \'kubernetes-nodes\'
kubernetes_sd_configs:
- role: node
scheme: https
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token
relabel_configs:
- action: labelmap
regex: __meta_kubernetes_node_label_(.+)
- target_label: __address__
replacement: kubernetes.default.svc:443
- source_labels: [__meta_kubernetes_node_name]
regex: (.+)
target_label: __metrics_path__
replacement: /api/v1/nodes/${1}/proxy/metrics
- job_name: \'kubernetes-cadvisor\'
kubernetes_sd_configs:
- role: node
scheme: https
tls_config:
ca_file: /var/run/secrets/kubernetes.io/serviceaccount/ca.crt
bearer_token_file: /var/run/secrets/kubernetes.io/serviceaccount/token
relabel_configs:
- action: labelmap
regex: __meta_kubernetes_node_label_(.+)
- target_label: __address__
replacement: kubernetes.default.svc:443
- source_labels: [__meta_kubernetes_node_name]
regex: (.+)
target_label: __metrics_path__
replacement: /api/v1/nodes/${1}/proxy/metrics/cadvisor
- job_name: \'kubernetes-service-endpoints\'
kubernetes_sd_configs:
- role: endpoints
relabel_configs:
- source_labels: [__meta_kubernetes_service_annotation_prometheus_io_scrape]
action: keep
regex: true
- source_labels: [__meta_kubernetes_service_annotation_prometheus_io_scheme]
action: replace
target_label: __scheme__
regex: (https?)
- source_labels: [__meta_kubernetes_service_annotation_prometheus_io_path]
action: replace
target_label: __metrics_path__
regex: (.+)
- source_labels: [__address__, __meta_kubernetes_service_annotation_prometheus_io_port]
action: replace
target_label: __address__
regex: ([^:]+)(?::\\d+)?;(\\d+)
replacement: $1:$2
- action: labelmap
regex: __meta_kubernetes_service_label_(.+)
- source_labels: [__meta_kubernetes_namespace]
action: replace
target_label: kubernetes_namespace
- source_labels: [__meta_kubernetes_service_name]
action: replace
target_label: kubernetes_name
- job_name: \'kubernetes-services\'
kubernetes_sd_configs:
- role: service
metrics_path: /probe
params:
module: [http_2xx]
relabel_configs:
- source_labels: [__meta_kubernetes_service_annotation_prometheus_io_probe]
action: keep
regex: true
- source_labels: [__address__]
target_label: __param_target
- target_label: __address__
replacement: blackbox-exporter.example.com:9115
- source_labels: [__param_target]
target_label: instance
- action: labelmap
regex: __meta_kubernetes_service_label_(.+)
- source_labels: [__meta_kubernetes_namespace]
target_label: kubernetes_namespace
- source_labels: [__meta_kubernetes_service_name]
target_label: kubernetes_name
- job_name: \'kubernetes-ingresses\'
kubernetes_sd_configs:
- role: ingress
relabel_configs:
- source_labels: [__meta_kubernetes_ingress_annotation_prometheus_io_probe]
action: keep
regex: true
- source_labels: [__meta_kubernetes_ingress_scheme,__address__,__meta_kubernetes_ingress_path]
regex: (.+);(.+);(.+)
replacement: ${1}://${2}${3}
target_label: __param_target
- target_label: __address__
replacement: blackbox-exporter.example.com:9115
- source_labels: [__param_target]
target_label: instance
- action: labelmap
regex: __meta_kubernetes_ingress_label_(.+)
- source_labels: [__meta_kubernetes_namespace]
target_label: kubernetes_namespace
- source_labels: [__meta_kubernetes_ingress_name]
target_label: kubernetes_name
- job_name: \'kubernetes-pods\'
kubernetes_sd_configs:
- role: pod
relabel_configs:
- source_labels: [__meta_kubernetes_pod_annotation_prometheus_io_scrape]
action: keep
regex: true
- source_labels: [__meta_kubernetes_pod_annotation_prometheus_io_path]
action: replace
target_label: __metrics_path__
regex: (.+)
- source_labels: [__address__, __meta_kubernetes_pod_annotation_prometheus_io_port]
action: replace
regex: ([^:]+)(?::\\d+)?;(\\d+)
replacement: $1:$2
target_label: __address__
- action: labelmap
regex: __meta_kubernetes_pod_label_(.+)
- source_labels: [__meta_kubernetes_namespace]
action: replace
target_label: kubernetes_namespace
- source_labels: [__meta_kubernetes_pod_name]
action: replace
target_label: kubernetes_pod_name
5.创建rabc文件
[root@kubernetes-master-001 ~/monitor/promethus]# vi rabc-setup.yaml
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRole
metadata:
name: prometheus
rules:
- apiGroups: [""]
resources:
- nodes
- nodes/proxy
- services
- endpoints
- pods
verbs: ["get", "list", "watch"]
- apiGroups:
- extensions
resources:
- ingresses
verbs: ["get", "list", "watch"]
- nonResourceURLs: ["/metrics"]
verbs: ["get"]
---
apiVersion: v1
kind: ServiceAccount
metadata:
name: prometheus
namespace: kube-system
---
apiVersion: rbac.authorization.k8s.io/v1
kind: ClusterRoleBinding
metadata:
name: prometheus
roleRef:
apiGroup: rbac.authorization.k8s.io
kind: ClusterRole
name: prometheus
subjects:
- kind: ServiceAccount
name: prometheus
namespace: kube-system
6.创建应用并验证
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl create -f .
configmap/prometheus-config created
deployment.apps/prometheus created
service/prometheus created
clusterrole.rbac.authorization.k8s.io/prometheus created
serviceaccount/prometheus created
clusterrolebinding.rbac.authorization.k8s.io/prometheus created
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl get pod -n kube-system
NAME READY STATUS RESTARTS AGE
prometheus-68546b8d9-9mgft 1/1 Running 0 3m30s
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl get svc -n kube-system
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
kube-dns ClusterIP 10.96.0.10 <none> 53/UDP,53/TCP,9153/TCP 17d
metrics-server ClusterIP 10.98.147.122 <none> 443/TCP 17h
prometheus NodePort 10.99.251.153 <none> 9090:30003/TCP 12m
三、部署Node_exporter
1.编写yaml文件
[root@kubernetes-master-001 ~/monitor/promethus]# vi node_expoter.yaml
apiVersion: apps/v1
kind: DaemonSet
metadata:
name: node-exporter
namespace: kube-system
labels:
k8s-app: node-exporter
spec:
selector:
matchLabels:
k8s-app: node-exporter
template:
metadata:
labels:
k8s-app: node-exporter
spec:
containers:
- image: prom/node-exporter
name: node-exporter
ports:
- containerPort: 9100
protocol: TCP
name: http
---
apiVersion: v1
kind: Service
metadata:
labels:
k8s-app: node-exporter
name: node-exporter
namespace: kube-system
spec:
ports:
- name: http
port: 9100
nodePort: 31672
protocol: TCP
type: NodePort
selector:
k8s-app: node-exporter
2.部署node_exporter并验证
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl create -f node_expoter.yaml
daemonset.apps/node-exporter created
service/node-exporter created
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl get pod -n kube-system
NAME READY STATUS RESTARTS AGE
node-exporter-49fkx 1/1 Running 0 89s
node-exporter-6wdpp 1/1 Running 0 89s
prometheus-68546b8d9-9mgft 1/1 Running 0 24m
[root@kubernetes-master-001 ~/monitor/promethus]# kubectl get svc -n kube-system
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
kube-dns ClusterIP 10.96.0.10 <none> 53/UDP,53/TCP,9153/TCP 17d
metrics-server ClusterIP 10.98.147.122 <none> 443/TCP 18h
node-exporter NodePort 10.107.177.177 <none> 9100:31672/TCP 91s
prometheus NodePort 10.99.251.153 <none> 9090:30003/TCP 24m
四、部署Grafana
1.创建grafana目录
[root@kubernetes-master-001 ~/monitor/promethus]# cd ..
[root@kubernetes-master-001 ~/monitor]# mkdir grafana && cd grafana
2.编写deployment文件
[root@kubernetes-master-001 ~/monitor/grafana]# vi grafana-deploy.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
name: grafana-core
namespace: kube-system
labels:
app: grafana
component: core
spec:
selector:
matchLabels:
app: grafana
replicas: 1
template:
metadata:
labels:
app: grafana
component: core
spec:
containers:
- image: grafana/grafana:4.2.0
name: grafana-core
imagePullPolicy: IfNotPresent
# env:
resources:
# keep request = limit to keep this container in guaranteed class
limits:
cpu: 100m
memory: 100Mi
requests:
cpu: 100m
memory: 100Mi
env:
# The following env variables set up basic auth twith the default admin user and admin password.
- name: GF_AUTH_BASIC_ENABLED
value: "true"
- name: GF_AUTH_ANONYMOUS_ENABLED
value: "false"
# - name: GF_AUTH_ANONYMOUS_ORG_ROLE
# value: Admin
# does not really work, because of template variables in exported dashboards:
# - name: GF_DASHBOARDS_JSON_ENABLED
# value: "true"
readinessProbe:
httpGet:
path: /login
port: 3000
# initialDelaySeconds: 30
# timeoutSeconds: 1
volumeMounts:
- name: grafana-persistent-storage
mountPath: /var
volumes:
- name: grafana-persistent-storage
emptyDir: {}
3.编写service文件
[root@kubernetes-master-001 ~/monitor/grafana]# vi grafana-svc.yaml
apiVersion: v1
kind: Service
metadata:
name: grafana
namespace: kube-system
labels:
app: grafana
component: core
spec:
type: NodePort
ports:
- port: 3000
selector:
app: grafana
component: core
4.编写ingress文件
[root@kubernetes-master-001 ~/monitor/grafana]# vi grafana-ing.yaml
apiVersion: networking.k8s.io/v1
kind: Ingress
metadata:
name: grafana
namespace: kube-system
annotations:
kubernetes.io/ingress.class: nginx
spec:
rules:
- host: grafana.test.mydomain.com
http:
paths:
- path: "/"
pathType: Prefix
backend:
service:
name: grafana
port:
number: 3000
5.部署应用并验证
[root@kubernetes-master-001 ~/monitor/grafana]# kubectl create -f .
deployment.apps/grafana-core created
ingress.networking.k8s.io/grafana created
service/grafana created
[root@kubernetes-master-001 ~/monitor/grafana]# kubectl get pod -n kube-system
NAME READY STATUS RESTARTS AGE
grafana-core-85587c9c49-945lv 1/1 Running 0 3m28s
metrics-server-599cdf68d4-cbngr 1/1 Running 0 18h
node-exporter-49fkx 1/1 Running 0 41m
node-exporter-6wdpp 1/1 Running 0 41m
prometheus-68546b8d9-9mgft 1/1 Running 0 64m
[root@kubernetes-master-001 ~/monitor/grafana]# kubectl get svc -n kube-system
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
grafana NodePort 10.111.128.51 <none> 3000:30369/TCP 3m42s
kube-dns ClusterIP 10.96.0.10 <none> 53/UDP,53/TCP,9153/TCP 17d
metrics-server ClusterIP 10.98.147.122 <none> 443/TCP 18h
node-exporter NodePort 10.107.177.177 <none> 9100:31672/TCP 41m
prometheus NodePort 10.99.251.153 <none> 9090:30003/TCP 64m
五、浏览器验证部署
1.Promethus访问测试
2.Grafana访问测试
#1.通过域名访问:grafana.test.mydomain.com,默认用户名密码:admin
#2.登录成功后出现以下界面
#3.配置数据源,使用promethus
#4.设置显示数据模板
#5.查看dashboard界面
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