一、集群信息
- 方法因人而异,但大同小异,以下是我的部署方法。
- elasticsearch 与 kibana 必须同一个版本来部署
- 性能不够还是别跑了。
- Kubernetes master 节点最小 2 核 2G 内存。
- Kubernetes node 节点最小 1 核 2G 内存。
- 性能实在性能不够,副本跑 1 个,2 个节点就是了。
- 虽然 node 节点看起来能跑,但是随便跑点东西就吃紧,怎么说也要 2G 内存起步。
1.1、 主机信息
主机名 |
ip地址 |
描述 |
核心 |
内存 |
node-01 |
192.168.8.131 |
master 节点 |
2核 |
8G |
node-02 |
192.168.8.132 |
node 节点 |
2核 |
8G |
node-03 |
192.168.8.133 |
node 节点 |
2核 |
8G |
node-04 |
192.168.8.134 |
node 节点 |
2核 |
8G |
1.2、版本说明
服务 |
版本 |
helm |
3.1.1 |
Kibana |
7.9.1 |
Filebeat |
7.9.1 |
Kubernetes |
1.17.3 |
Elasticsearch |
7.9.1 |
nfs-client-provisioner |
1.2.8 |
二、部署 NFS 服务
2.1、 安装 NFS 与 rpcbind 服务
# 创建 NFS 存储目录
mkdir -p /data/NFS
# 安装nfs服务
yum -y install nfs-utils rpcbind
# 修改配置文件
echo "/data/NFS *(rw,sync,no_root_squash,no_subtree_check)" > /etc/exports
# 启动服务
systemctl start nfs && systemctl start rpcbind
# 设置开机启动
systemctl enable nfs-server && systemctl enable rpcbind
2.2、集群节点安装 nfs
kubectl create ns nfs
3.2、创建 EFK 存储目录
- 该存储目录专门存放 EFK 数据包括: Elasticsearch Fluentd Kibana 数据
mkdir -p /data/NFS/EFK
3.3、使用 helm 安装 nfs-client-provisioner
# 下面代码直接复制黏贴即可
cat > elastic-client.yaml << EOF
# NFS 设置
nfs:
server: 192.168.8.131
path: /data/NFS/EFK
storageClass:
# 此配置用于绑定 PVC 和 PV
name: elastic-nfs-client
# 资源回收策略
reclaimPolicy: Retain
# 使用镜像
image:
repository: kubesphere/nfs-client-provisioner
# 副本数量
replicaCount: 3
EOF
# helm 部署 Prometheus 安装指定版本 Prometheus 5.0.4
helm install elastic-nfs-storage -n nfs --values elastic-client.yaml stable/nfs-client-provisioner --version 1.2.8
3.4、查看运行 nfs-client-provisioner Pod 状态
[root@Node-01 ~]# kubectl get pod -n nfs -w
NAME READY STATUS RESTARTS AGE
efk-nfs-storage-nfs-client-provisioner-57d6c64f6b-hqb9p 1/1 Running 0 4s
efk-nfs-storage-nfs-client-provisioner-57d6c64f6b-jj5vr 1/1 Running 0 4s
四、部署 Elasticsearch
4.1、 创建 EFK 集群名称空间
- 创建一个 monitoring 名称空间,将 efk 放在这个名称空间上
kubectl create ns efk
4.2、 添加 Helm Elastic 储存库
# 添加 helm elastic 储存库
helm repo add elastic https://helm.elastic.co
4.3、Elasticsearch 节点说明
- es-master 搭建一个 elasticsearch 至少需要 3 个 Pod 以防止集群脑裂。
- es-data 数据节点至少需要 2 个 Pod 。数据节点将保留数据、接收查询和索引请求。
- es-client 做为协调 elasticsearch 集群。至少需要 2 个。用于集群连接,并充当 HTTP 代理。如果不使用 es-clinet 那么 es-data 充当协调,尽量避免在较大的集群上这样做。
集群名称 |
节点名称 |
节点角色 |
副本数量 |
分配空间 |
网络模式 |
备注 |
es-aka |
master |
master: "true" ingest: "false" data: "false" |
3 |
4Gi |
ClusterIP |
主节点 |
es-aka |
data |
master: "false" ingest: "false" data: "true" |
3 |
60Gi |
ClusterIP |
数据节点 |
es-aka |
client |
master: "false" ingest: "false" data: "false" |
2 |
null |
NodePort |
连接节点 |
4.4、开启 Elasticsearch 集群安全
4.4.1、 生成证书脚本
cat <<'EOF'> es-security.sh
# 拷贝下面内容到脚本中
#!/bin/bash
# 指定 elasticsearch 版本
RELEASE=7.9.1
# 运行容器生成证书
docker run --name elastic-charts-certs -i -w /app \
elasticsearch:${RELEASE} \
/bin/sh -c " \
elasticsearch-certutil ca --out /app/elastic-stack-ca.p12 --pass '' && \
elasticsearch-certutil cert --name security-master --dns security-master --ca /app/elastic-stack-ca.p12 --pass '' --ca-pass '' --out /app/elastic-certificates.p12" && \
# 从容器中将生成的证书拷贝出来
docker cp elastic-charts-certs:/app/elastic-certificates.p12 ./ && \
# 证书生成成功该容器删除
docker rm -f elastic-charts-certs && \
openssl pkcs12 -nodes -passin pass:'' -in elastic-certificates.p12 -out elastic-certificate.pem
EOF
4.4.2、生成集群证书
- 运行完成会获得 elastic-certificate.pem 与 elastic-certificates.p12
# 赋予脚本运行权限并运行
chmod +x es-security.sh && ./es-security.sh
4.4.3、添加证书到 K8S
- 添加到集群命名空间 efk 中
- 添加证书与设置集群密码
# 添加证书
kubectl create secret -n efk generic elastic-certificates --from-file=elastic-certificates.p12
kubectl create secret -n efk generic elastic-certificate-pem --from-file=elastic-certificate.pem
# 设置集群用户名密码,用户名不建议修改
kubectl create secret -n efk generic elastic-credentials --from-literal=password=akiraka --from-literal=username=elastic
4.5、部署 es-master 节点
- 副本数量 3
- 创建配置文件
- es-master 节点 PVC 创建 4Gi
- 安装 Elasticsearch 7.9.1 版本
- 如果数据持久化 master 也要做持久化否则一旦master与data节点断开 uuid就对不上了
# 下面代码直接复制黏贴即可
cat <<'EOF'> es-master.yaml
---
# 使用镜像
image: "elasticsearch"
# es 集群名称
clusterName: "es-aka"
# es 节点名称
nodeGroup: "master"
# es 节点角色
roles:
master: "true"
ingest: "false"
data: "false"
# 副本数量
replicas: 3
# 资源限制
resources:
requests:
cpu: "300m"
memory: "1Gi"
limits:
cpu: "1000m"
memory: "2Gi"
volumeClaimTemplate:
# 该volume只能被单个节点以读写的方式映射
accessModes: [ "ReadWriteOnce" ]
# 自动绑定动态 pv
storageClassName: "elastic-nfs-client"
resources:
requests:
storage: 4Gi
# 是否启用 PVC
persistence:
enabled: true
# 是否 SSH 开启改为 https
protocol: http
# 添加配置
esConfig:
elasticsearch.yml: |
xpack.security.enabled: true
xpack.security.transport.ssl.enabled: true
xpack.security.transport.ssl.verification_mode: certificate
xpack.security.transport.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
xpack.security.transport.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 是否启用 htpps 启用 head 无法连接,开启还需要将 protocol 修改为 https
# xpack.security.http.ssl.enabled: true
# xpack.security.http.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# xpack.security.http.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 环境变量
extraEnvs:
- name: ELASTIC_PASSWORD
valueFrom:
secretKeyRef:
name: elastic-credentials
key: password
- name: ELASTIC_USERNAME
valueFrom:
secretKeyRef:
name: elastic-credentials
key: username
# 证书
secretMounts:
- name: elastic-certificates
secretName: elastic-certificates
path: /usr/share/elasticsearch/config/certs
EOF
# helm 部署 es-master 节点并安装指定版本 elasticsearch 7.9.1
helm install es-master -n efk --values es-master.yaml elastic/elasticsearch --version 7.9.1
4.6、部署 es-data 节点
- 副本数量 3
- 创建配置文件
- es-data 节点 PVC 创建 60Gi
- 安装 Elasticsearch 7.9.1 版本
# 下面代码直接复制黏贴即可
cat <<'EOF'> es-data.yaml
---
# 使用镜像
image: "elasticsearch"
# es 集群名称
clusterName: "es-aka"
# es 节点名称
nodeGroup: "data"
# es 节点角色
roles:
master: "false"
ingest: "true"
data: "true"
# 副本数量
replicas: 3
# 资源限制
resources:
requests:
cpu: "300m"
memory: "1Gi"
limits:
cpu: "1000m"
memory: "2Gi"
# PVC
volumeClaimTemplate:
# 该volume只能被单个节点以读写的方式映射
accessModes: [ "ReadWriteOnce" ]
# 自动绑定动态 pv
storageClassName: "elastic-nfs-client"
resources:
requests:
storage: 60Gi
# 是否 SSH 开启改为 https
protocol: http
# 添加配置
esConfig:
elasticsearch.yml: |
xpack.security.enabled: true
xpack.security.transport.ssl.enabled: true
xpack.security.transport.ssl.verification_mode: certificate
xpack.security.transport.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
xpack.security.transport.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 是否启用 htpps 启用 head 无法连接,开启还需要将 protocol 修改为 https
# xpack.security.http.ssl.enabled: true
# xpack.security.http.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# xpack.security.http.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 环境变量
extraEnvs:
- name: ELASTIC_PASSWORD
valueFrom:
secretKeyRef:
name: elastic-credentials
key: password
- name: ELASTIC_USERNAME
valueFrom:
secretKeyRef:
name: elastic-credentials
key: username
# 证书
secretMounts:
- name: elastic-certificates
secretName: elastic-certificates
path: /usr/share/elasticsearch/config/certs
EOF
# helm 部署 es-data 节点并安装指定版本 elasticsearch 7.9.1
helm install es-data -n efk --values es-data.yaml elastic/elasticsearch --version 7.9.1
4.7、部署 es-client 节点
- 副本数量 2
- 创建配置文件
- es-client 无需创建 PV
- 安装 Elasticsearch 7.9.1 版本
- 默认为: NodePort 固定端口: 30920
# 下面代码直接复制黏贴即可
cat <<'EOF'> es-client.yaml
---
# 使用镜像
image: "elasticsearch"
# es 集群名称
clusterName: "es-aka"
# es 节点名称
nodeGroup: "client"
# es 节点角色
roles:
master: "false"
ingest: "false"
data: "false"
# 副本数量
replicas: 2
# 资源限制
resources:
requests:
cpu: "300m"
memory: "1Gi"
limits:
cpu: "1000m"
memory: "2Gi"
# 是否启用 PVC
persistence:
enabled: false
# 设置 es-clinet 默认为 NodePort
service:
type: NodePort
# 设置 NodePort 默认端口
nodePort: 30920
# 是否 SSH 开启改为 https
protocol: http
# 添加配置
esConfig:
elasticsearch.yml: |
xpack.security.enabled: true
xpack.security.transport.ssl.enabled: true
xpack.security.transport.ssl.verification_mode: certificate
xpack.security.transport.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
xpack.security.transport.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 是否启用 htpps 启用 head 无法连接,开启还需要将 protocol 修改为 https
# xpack.security.http.ssl.enabled: true
# xpack.security.http.ssl.truststore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# xpack.security.http.ssl.keystore.path: /usr/share/elasticsearch/config/certs/elastic-certificates.p12
# 环境变量
extraEnvs:
- name: ELASTIC_PASSWORD
valueFrom:
secretKeyRef:
name: elastic-credentials
key: password
- name: ELASTIC_USERNAME
valueFrom:
secretKeyRef:
name: elastic-credentials
key: username
# 证书
secretMounts:
- name: elastic-certificates
secretName: elastic-certificates
path: /usr/share/elasticsearch/config/certs
EOF
# helm 部署 es-client 节点并安装指定版本 elasticsearch 7.9.1
helm install es-client -n efk --values es-client.yaml elastic/elasticsearch --version 7.9.1
五、查看 Elasticsearch 部署状态
5.1、查看 Elasticsearch Pv 状态
- 之前创建的动态 PV 就在这里体现了。
- 可以看到 PVC 与 PV 均已绑定成功。
[root@Node-01 ~]# kubectl get pv
NAME CAPACITY ACCESS MODES RECLAIM POLICY STATUS CLAIM STORAGECLASS REASON AGE
pvc-b8d12daf-6ea1-431c-a259-230b5a3c3c08 60Gi RWO Retain Bound efk/es-aka-data-es-aka-data-0 elastic-nfs-client 3m16s
pvc-ec1e34d2-b732-4959-b1de-57afd32d62d4 60Gi RWO Retain Bound efk/es-aka-data-es-aka-data-1 elastic-nfs-client 3m16s
pvc-0bc003b3-3cea-4816-8dd2-e264729db108 60Gi RWO Retain Bound efk/es-aka-data-es-aka-data-2 elastic-nfs-client 3m16s
pvc-6a8725fa-e1c8-415d-802f-49a180f60ed1 4Gi RWO Retain Bound efk/es-aka-master-es-aka-master-0 elastic-nfs-client 4m56s
pvc-d2384c3b-035b-4bde-8749-96c8ffd68f54 4Gi RWO Retain Bound efk/es-aka-master-es-aka-master-1 elastic-nfs-client 4m56s
pvc-f28c610a-c709-40e3-b937-42b8ed74b001 4Gi RWO Retain Bound efk/es-aka-master-es-aka-master-2 elastic-nfs-client 4m55s
5.2、查看 Elasticsearch Pod 状态
- 2 个 es-master 部署完成
- 3 个 es-data 部署完成
- 1 个 es-client 部署完成
[root@Node-01 ~]# kubectl get pods --namespace=efk -w
NAME READY STATUS RESTARTS AGE
es-aka-data-0 1/1 Running 0 4m29s
es-aka-data-1 1/1 Running 0 4m29s
es-aka-data-2 1/1 Running 0 4m29s
es-aka-client-0 1/1 Running 0 3m41s
es-aka-client-1 1/1 Running 0 3m41s
es-aka-master-0 1/1 Running 0 6m9s
es-aka-master-1 1/1 Running 0 6m9s
es-aka-master-2 1/1 Running 0 6m9s
5.3、查看 Elasticsearch Svc 状态
- elasticsearch-client 默认为: NodePort 固定端口: 30920
- 除 elasticsearch-client 使用 NodePort 其余均为 ClusterIP
[root@Node-01 ~]# kubectl get svc -n efk
NAME TYPE CLUSTER-IP EXTERNAL-IP PORT(S) AGE
es-aka-client NodePort 10.1.25.120 <none> 9200:30920/TCP,9300:32696/TCP 4m17s
es-aka-client-headless ClusterIP None <none> 9200/TCP,9300/TCP 4m17s
es-aka-data ClusterIP 10.1.142.169 <none> 9200/TCP,9300/TCP 5m5s
es-aka-data-headless ClusterIP None <none> 9200/TCP,9300/TCP 5m5s
es-aka-master ClusterIP 10.1.28.147 <none> 9200/TCP,9300/TCP 6m45s
es-aka-master-headless ClusterIP None <none> 9200/TCP,9300/TCP 6m45s
六、部署 Filebeat
6.1、 添加 Helm Elastic 储存库
# 添加 helm elastic 储存库
helm repo add elastic https://helm.elastic.co
6.2、使用 helm 安装 Filebeat
- 安装 Filebeat 7.9.1 版本
- 需要填写集群账号与密码
cat <<'EOF'> es-filebeat.yaml
# 覆盖资源的全名。如果未设置名称,则默认为 ".Release.Name-.Values.nameOverride or .Chart.Name"
fullnameOverride: filebeat
# 使用镜像
image: "elastic/filebeat"
# 添加配置
filebeatConfig:
filebeat.yml: |
filebeat.inputs:
- type: docker
containers.ids:
- '*'
processors:
- add_kubernetes_metadata:
in_cluster: true
output.elasticsearch:
# elasticsearch 用户
username: 'elastic'
# elasticsearch 密码
password: 'akiraka'
# elasticsearch 主机
hosts: ["es-aka-client:9200"]
# 环境变量
extraEnvs:
- name: 'ELASTICSEARCH_USERNAME'
valueFrom:
secretKeyRef:
name: elastic-credentials
key: username
- name: 'ELASTICSEARCH_PASSWORD'
valueFrom:
secretKeyRef:
name: elastic-credentials
key: password
EOF
# helm 安装指定版本 filebeat 7.9.1
helm install filebeat -n efk --values es-filebeat.yaml elastic/filebeat --version 7.9.1
6.3、查看运行 Filebeat Pod 状态
[root@Node-01 ~]# kubectl get pods --namespace=efk -l app=filebeat-filebeat -w
NAME READY STATUS RESTARTS AGE
filebeat-filebeat-7dp29 1/1 Running 0 24s
filebeat-filebeat-rp8kg 1/1 Running 0 24s
filebeat-filebeat-z4wcp 1/1 Running 0 24s
七、部署 Kibana
7.1、 添加 Helm Elastic 储存库
# 添加 helm elastic 储存库
helm repo add elastic https://helm.elastic.co
7.2、使用 helm 安装 Kibana
- 安装 Kibana 7.9.1 版本
- 设置 kibana 默认简体中文
- Kibana 无需填写集群账号与密码
- service.type 设置为: NodePort
- service.nodePort 固定端口: 32323
- elasticsearchHosts 填写集群地址,格式为: http://es-aka-client:9200
cat <<'EOF'> es-kibana.yaml
# 使用镜像
image: "kibana"
# 集群地址
elasticsearchHosts: "http://es-aka-client:9200"
# 添加配置
kibanaConfig:
kibana.yml: |
# 设置 kibana 简体中文
i18n.locale: "zh-CN"
# 否 SSH 开启改为 https 确保集群也是 https
protocol: http
# 服务设置
service:
type: NodePort
nodePort: 32323
# 环境变量
extraEnvs:
- name: 'ELASTICSEARCH_USERNAME'
valueFrom:
secretKeyRef:
name: elastic-credentials
key: username
- name: 'ELASTICSEARCH_PASSWORD'
valueFrom:
secretKeyRef:
name: elastic-credentials
key: password
EOF
# helm 安装指定版本 kibana 7.9.1
helm install kibana -n efk --values es-kibana.yaml elastic/kibana --version 7.9.1
7.3、查看运行 Kibana Pod 状态
[root@Node-01 ~]# kubectl get pods --namespace=efk -l app=kibana -w
NAME READY STATUS RESTARTS AGE
kibana-kibana-6b65b974f5-w2gd6 1/1 Running 0 60s
八、访问仪表盘
8.1、 通过 Elasticsearch Head 访问
- 其他浏览器我不清楚,Chrome 浏览器扩展商店搜索 ElasticSearch Head 然后安装该扩展
- 条件已知 elasticsearch-client 使用了 NodePort 端口为: 30920
- 使用方式: 集群随便一台机器 IP 地址,格式: http://节点IP:30920

8.2、访问 Kibana 仪表盘
- Kibana 默认端口为:32323
- 访问方式: http://集群ip:32323
- 默认设置中文界面
- 默认用户与密码为自己设置,我设置
- 本集群默认用户为: elastic
- 本集群默认用户为: akiraka

8.3、创建 Kibana 索引
- 路径》管理》Kibana》索引模式》创建索引
- 这里添加 Filebeat 索引



8.4、通过 Kibana 查看 Filebeat 日志

您好博主,这个efk的f不应该是fluent吗?
@匿名 可以使用fluent,这个看个人喜好,直接使用fluent还是filebear即可但是会收集一堆日志很难处理如果服务超级多很难分类区分,可能我水平不够吧。我这里使用filebear做演示,fluent没写因为部署一点难度都没有。我是不建议直接部署fluent或者filebeat,可能我喜欢收集我想收集的数据,然后做grfana和kibana处理展示,包括kibana做好仪表盘方便开发快速定位问题。如果这种就需要另外一套方案了,我公司用的filebeat+项目pod做的,我已经写好了 helm 模板,部署很方便
@akiraka 大佬请问 还需要 kafaka中间吗?传统的架构 需要部署kafaka中间件 使用k8s后还需要吗?
@阿四 看业务场景,如果日志量不高也没必要,如果多的话建议使用kafka
你好 我安装后No subject alternative DNS name matching elasticsearch-master-headless found.",
;报这个错,集群DNS解析式正常的,是创建证书的原因吗
@lala 应该是你名称弄的不一样 导致找不到主机名
Thanks , I've just been searching for info approximately this
topic for ages and yours is the best I have came upon so far.
But, what concerning the bottom line? Are you sure concerning the source?
These are really fantastic ideas in on the topic of blogging.
You have touched some fastidious points here.
Any way keep up wrinting.
博主你好,看了你的很多文章 写的都不错 尤其是helm 这块的内容,全网最详细的文章了。 希望能与你共同探讨K8S ,哈哈
我的博客: https://fxkjnj.com
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-1 OR 2+942-942-1=0+0+0+1 --
555
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