zoukankan      html  css  js  c++  java
  • 使用kubeadm快速部署一套K8S集群

    一、Kubernetes概述

    1.1 Kubernetes是什么

    • Kubernetes是Google在2014年开源的一个容器集群管理系统,Kubernetes简称K8S。

    • K8S用于容器化应用程序的部署,扩展和管理。

    • K8S提供了容器编排,资源调度,弹性伸缩,部署管理,服务发现等一系列功能。

    • Kubernetes目标是让部署容器化应用简单高效。

    1.2 Kubernetes特性

    • 自我修复

      • 在节点故障时重新启动失败的容器,替换和重新部署,保证预期的副本数量;杀死健康检查失败的容器,并且在未准备好之前不会处理客户端请求,确保线上服务不中断。

    • 弹性伸缩

      • 使用命令、UI或者基于CPU使用情况自动快速扩容和缩容应用程序实例,保证应用业务高峰并发时的高可用性;业务低峰时回收资源,以最小成本运行服务。

    • 自动部署和回滚

      • K8S采用滚动更新策略更新应用,一次更新一个Pod,而不是同时删除所有Pod,如果更新过程中出现问题,将回滚更改,确保升级不受影响业务。

    • 服务发现和负载均衡

      • K8S为多个容器提供一个统一访问入口(内部IP地址和一个DNS名称),并且负载均衡关联的所有容器,使得用户无需考虑容器IP问题。

    • 机密和配置管理

      • 管理机密数据和应用程序配置,而不需要把敏感数据暴露在镜像里,提高敏感数据安全性。并可以将一些常用的配置存储在K8S中,方便应用程序使用。

    • 存储编排

      • 挂载外部存储系统,无论是来自本地存储,公有云(如AWS),还是网络存储(如NFS、GlusterFS、Ceph)都作为集群资源的一部分使用,极大提高存储使用灵活性。

    • 批处理

      • 提供一次性任务,定时任务;满足批量数据处理和分析的场景。

    1.3 Kubernetes集群架构与组件

    1.4 Kubernetes集群组件介绍

    1.4.1 Master组件

    • kube-apiserver

      • Kubernetes API,

        集群的统一入口

        ,各组件协调者,以RESTful API提供接口服务,所有对象资源的增删改查和监听操作都交给APIServer处理后再提交给Etcd存储。

    • kube-controller-manager

      • 处理集群中常规后台任务,一个资源对应一个控制器,而ControllerManager就是负责管理这些控制器的。

    • kube-scheduler

      • 根据调度算法为新创建的Pod选择一个Node节点,可以任意部署,可以部署在同一个节点上,也可以部署在不同的节点上。

    • etcd

      • 分布式键值存储系统。用于保存集群状态数据,比如Pod、Service等对象信息。

    1.4.2 Node组件

    • kubelet

      • kubelet是Master在Node节点上的Agent,管理本机运行容器的生命周期,比如创建容器、Pod挂载数据卷、下载secret、获取容器和节点状态等工作。kubelet将每个Pod转换成一组容器。

    • kube-proxy

      • 在Node节点上实现Pod网络代理,维护网络规则和四层负载均衡工作。

    • docker或rocket

      • 容器引擎,运行容器。

    1.5 Kubernetes 核心概念

    • Pod

      • 最小部署单元

      • 一组容器的集合

      • 一个Pod中的容器共享网络命名空间

      • Pod是短暂的

    • Controllers

      • ReplicaSet :确保预期的Pod副本数量

      • Deployment :无状态应用部署

      • StatefulSet :有状态应用部署

      • DaemonSet :确保所有Node运行同一个Pod

      • Job :一次性任务

      • Cronjob :定时任务

    更高级层次对象,部署和管理Pod

    • Service

      • 防止Pod失联
      • 定义一组Pod的访问策略
    • Label :标签,附加到某个资源上,用于关联对象、查询和筛选

    • Namespaces:命名空间,将对象逻辑上隔离

    • Annotations :注释

    二、kubeadm 快速部署K8S集群

    2.1 kubernetes 官方提供的三种部署方式

    • minikube

    Minikube是一个工具,可以在本地快速运行一个单点的Kubernetes,仅用于尝试Kubernetes或日常开发的用户使用。部署地址:https://kubernetes.io/docs/setup/minikube/

    • kubeadm

    Kubeadm也是一个工具,提供kubeadm init和kubeadm join,用于快速部署Kubernetes集群。部署地址:https://kubernetes.io/docs/reference/setup-tools/kubeadm/kubeadm/

    • 二进制包

    推荐,从官方下载发行版的二进制包,手动部署每个组件,组成Kubernetes集群。下载地址:https://github.com/kubernetes/kubernetes/releases

    2.2 安装kubeadm环境准备

    以下操作,在三台节点都执行

    2.2.1 环境需求

    环境:centos 7.4 +

    硬件需求:CPU>=2c ,内存>=2G

    2.2.2 环境角色

    IP角色安装软件
    192.168.73.138 k8s-Master kube-apiserver 
    kube-schduler 
    kube-controller-manager 
    docker 
    flannel 
    kubelet
    192.168.73.139 k8s-node01 kubelet 
    kube-proxy 
    docker 
    flannel
    192.168.73.140 k8s-node01 kubelet 
    kube-proxy 
    docker 
    flannel

    2.2.3 环境初始化

    PS : 以下所有操作,在三台节点全部执行

    1、关闭防火墙及selinux

    $ systemctl stop firewalld && systemctl disable firewalld

    $ sed -i 's/^SELINUX=.*/SELINUX=disabled/' /etc/selinux/config && setenforce 0
    2、关闭 swap 分区
    $ swapoff -a # 临时

    $ sed -i '/ swap / s/^(.*)$/#1/g' /etc/fstab #永久
    3、分别在192.168.73.138、192.168.73.139、192.168.73.140上设置主机名及配置hosts
    $ hostnamectl set-hostname k8s-master(192.168.73.138主机打命令)
    $ hostnamectl set-hostname k8s-node01(192.168.73.139
    主机打命令
    $ hostnamectl set-hostname k8s-node02 (192.168.73.140主机打命令)
    4、在所有主机上上添加如下命令
    $ cat >> /etc/hosts << EOF192.168.4.34 k8s-master192.168.4.35 k8s-node01192.168.4.36 k8s-node02EOF
    5、内核调整,将桥接的IPv4流量传递到iptables的链
    $ cat > /etc/sysctl.d/k8s.conf << EOFnet.bridge.bridge-nf-call-ip6tables = 1net.bridge.bridge-nf-call-iptables = 1EOF$ sysctl --system
    6、设置系统时区并同步时间服务器
    # yum install -y ntpdate

    # ntpdate time.windows.com

    2.2.4 docker 安装

    $ wget https://mirrors.aliyun.com/docker-ce/linux/centos/docker-ce.repo -O /etc/yum.repos.d/docker-ce.repo
    $ yum -y install docker-ce-18.06.1.ce-3.el7
    $ systemctl enable docker && systemctl start docker
    $ docker --version
    Docker version 18.06.1-ce, build e68fc7a 

    2.2.5 添加kubernetes YUM软件源

    复制代码
    $ cat > /etc/yum.repos.d/kubernetes.repo << EOF
    [kubernetes]
    name=Kubernetes
    baseurl=https://mirrors.aliyun.com/kubernetes/yum/repos/kubernetes-el7-x86_64
    enabled=1
    gpgcheck=0
    repo_gpgcheck=0
    gpgkey=https://mirrors.aliyun.com/kubernetes/yum/doc/yum-key.gpg https://mirrors.aliyun.com/kubernetes/yum/doc/rpm-package-key.gpg
    EOF
    复制代码

    2.2.6 安装kubeadm,kubelet和kubectl

    2.2.6上所有主机都需要操作,由于版本更新频繁,这里指定版本号部署

    $ yum install -y kubelet-1.15.0 kubeadm-1.15.0 kubectl-1.15.0
    $ systemctl enable kubelet

    2.3 部署Kubernetes Master

    只需要在Master 节点执行,这里的apiserve需要修改成自己的master地址

    [root@k8s-master ~]# kubeadm init 
    --apiserver-advertise-address=192.168.73.138 
    --image-repository registry.aliyuncs.com/google_containers 
    --kubernetes-version v1.15.0 
    --service-cidr=10.1.0.0/16 
    --pod-network-cidr=10.244.0.0/16

    由于默认拉取镜像地址k8s.gcr.io国内无法访问,这里指定阿里云镜像仓库地址。

    输出结果:

    复制代码
    [preflight] Pulling images required for setting up a Kubernetes cluster
    [preflight] This might take a minute or two, depending on the speed of your internet connection
    [preflight] You can also perform this action in beforehand using 'kubeadm config images pull'
    [kubelet-start] Writing kubelet environment file with flags to file "/var/lib/kubelet/kubeadm-flags.env"
    [kubelet-start] Writing kubelet configuration to file "/var/lib/kubelet/config.yaml"
    [kubelet-start] Activating the kubelet service
    [certs] Using certificateDir folder "/etc/kubernetes/pki"
    [certs] Generating "ca" certificate and key
    [certs] Generating "apiserver-kubelet-client" certificate and key
    [certs] Generating "apiserver" certificate and key
    [certs] apiserver serving cert is signed for DNS names [k8s-master kubernetes kubernetes.default kubernetes.default.svc kubernetes.default.svc.cluster.local] and IPs [10.1.0.1 192.168.4.34]
    [certs] Generating "front-proxy-ca" certificate and key
    [certs] Generating "front-proxy-client" certificate and key
    [certs] Generating "etcd/ca" certificate and key
    [certs] Generating "apiserver-etcd-client" certificate and key
    [certs] Generating "etcd/healthcheck-client" certificate and key
    [certs] Generating "etcd/server" certificate and key
    [certs] etcd/server serving cert is signed for DNS names [k8s-master localhost] and IPs [192.168.4.34 127.0.0.1 ::1]
    [certs] Generating "etcd/peer" certificate and key
    [certs] etcd/peer serving cert is signed for DNS names [k8s-master localhost] and IPs [192.168.4.34 127.0.0.1 ::1]
    [certs] Generating "sa" key and public key
    [kubeconfig] Using kubeconfig folder "/etc/kubernetes"
    ......(省略)
    [bootstrap-token] Creating the "cluster-info" ConfigMap in the "kube-public" namespace
    [addons] Applied essential addon: CoreDNS
    [addons] Applied essential addon: kube-proxy
    
    Your Kubernetes control-plane has initialized successfully!
    
    To start using your cluster, you need to run the following as a regular user:
    
      mkdir -p $HOME/.kube
      sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
      sudo chown $(id -u):$(id -g) $HOME/.kube/config
    
    You should now deploy a pod network to the cluster.
    Run "kubectl apply -f [podnetwork].yaml" with one of the options listed at:
      https://kubernetes.io/docs/concepts/cluster-administration/addons/
    
    Then you can join any number of worker nodes by running the following on each as root:
    
    kubeadm join 192.168.73.138:6443 --token 2nm5l9.jtp4zwnvce4yt4oj 
        --discovery-token-ca-cert-hash sha256:12f628a21e8d4a7262f57d4f21bc85f8802bb717d
    复制代码

    根据输出提示操作:

    [root@k8s-master ~]# mkdir -p $HOME/.kube
    [root@k8s-master ~]# sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
    [root@k8s-master ~]# sudo chown $(id -u):$(id -g) $HOME/.kube/config

    默认token的有效期为24小时,当过期之后,该token就不可用了,

    如果后续有nodes节点加入,解决方法如下:

    重新生成新的token

    复制代码
    kubeadm token create
    [root@k8s-master ~]# kubeadm token create
    0w3a92.ijgba9ia0e3scicg
    [root@k8s-master ~]# kubeadm token list
    TOKEN                     TTL       EXPIRES                     USAGES                   DESCRIPTION                                                EXTRA GROUPS
    0w3a92.ijgba9ia0e3scicg   23h       2019-09-08T22:02:40+08:00   authentication,signing   <none>                                                     system:bootstrappers:kubeadm:default-node-token
    t0ehj8.k4ef3gq0icr3etl0   22h       2019-09-08T20:58:34+08:00   authentication,signing   The default bootstrap token generated by 'kubeadm init'.   system:bootstrappers:kubeadm:default-node-token
    [root@k8s-master ~]#
    复制代码

    获取ca证书sha256编码hash值

    [root@k8s-master ~]# openssl x509 -pubkey -in /etc/kubernetes/pki/ca.crt | openssl rsa -pubin -outform der 2>/dev/null | openssl dgst -sha256 -hex | sed 's/^.* //'
    ce07a7f5b259961884c55e3ff8784b1eda6f8b5931e6fa2ab0b30b6a4234c09a

    节点加入集群

    [root@k8s-node01 ~]# kubeadm join --token aa78f6.8b4cafc8ed26c34f --discovery-token-ca-cert-hash sha256:0fd95a9bc67a7bf0ef42da968a0d55d92e52898ec37c971bd77ee501d845b538 192.168.73.138:6443 --skip-preflight-chec

    2.4 加入Kubernetes Node

    在两个 Node 节点执行

    使用kubeadm join 注册Node节点到Matser

    kubeadm join 的内容,在上面kubeadm init 已经生成好了

    [root@k8s-node01 ~]# kubeadm join 192.168.4.34:6443 --token 2nm5l9.jtp4zwnvce4yt4oj 
        --discovery-token-ca-cert-hash sha256:12f628a21e8d4a7262f57d4f21bc85f8802bb717dd6f513bf9d33f254fea3e89 

    输出内容:
    复制代码
    [preflight] Running pre-flight checks
        [WARNING IsDockerSystemdCheck]: detected "cgroupfs" as the Docker cgroup driver. The recommended driver is "systemd". Please follow the guide at https://kubernetes.io/docs/setup/cri/
    [preflight] Reading configuration from the cluster...
    [preflight] FYI: You can look at this config file with 'kubectl -n kube-system get cm kubeadm-config -oyaml'
    [kubelet-start] Downloading configuration for the kubelet from the "kubelet-config-1.15" ConfigMap in the kube-system namespace
    [kubelet-start] Writing kubelet configuration to file "/var/lib/kubelet/config.yaml"
    [kubelet-start] Writing kubelet environment file with flags to file "/var/lib/kubelet/kubeadm-flags.env"
    [kubelet-start] Activating the kubelet service
    [kubelet-start] Waiting for the kubelet to perform the TLS Bootstrap...
    
    This node has joined the cluster:
    * Certificate signing request was sent to apiserver and a response was received.
    * The Kubelet was informed of the new secure connection details.
    
    Run 'kubectl get nodes' on the control-plane to see this node join the cluster.
    复制代码

    2.5 安装网络插件

    只需要在Master 节点执行

    [root@k8s-master ~]# wget https://raw.githubusercontent.com/coreos/flannel/a70459be0084506e4ec919aa1c114638878db11b/Documentation/kube-flannel.yml

    修改镜像地址:(有可能默认不能拉取,确保能够访问到quay.io这个registery,否则修改如下内容)
    [root@k8s-master ~]# vim kube-flannel.yml
    进入编辑,把106行,120行的内容,替换如下image,替换之后查看如下为正确

    [root@k8s-master ~]# cat -n  kube-flannel.yml|grep lizhenliang/flannel:v0.11.0-amd64
       106            image: lizhenliang/flannel:v0.11.0-amd64
       120            image: lizhenliang/flannel:v0.11.0-amd64
    [root@k8s-master ~]# kubectl apply -f kube-flannel.yml
    [root@k8s-master ~]# ps -ef|grep flannel
    root      2032  2013  0 21:00 ?        00:00:00 /opt/bin/flanneld --ip-masq --kube-subnet-mgr

    查看集群的node状态,安装完网络工具之后,只有显示如下状态,所有节点全部都Ready好了之后才能继续后面的操作
    复制代码
    [root@k8s-master ~]# kubectl get nodes
    NAME         STATUS   ROLES    AGE     VERSION
    k8s-master   Ready    master   37m     v1.15.0
    k8s-node01   Ready    <none>   5m22s   v1.15.0
    k8s-node02   Ready    <none>   5m18s   v1.15.0
    [root@k8s-master ~]# kubectl get pod -n kube-system
    NAME                                 READY   STATUS    RESTARTS   AGE
    coredns-bccdc95cf-h2ngj              1/1     Running   0          14m
    coredns-bccdc95cf-m78lt              1/1     Running   0          14m
    etcd-k8s-master                      1/1     Running   0          13m
    kube-apiserver-k8s-master            1/1     Running   0          13m
    kube-controller-manager-k8s-master   1/1     Running   0          13m
    kube-flannel-ds-amd64-j774f          1/1     Running   0          9m48s
    kube-flannel-ds-amd64-t8785          1/1     Running   0          9m48s
    kube-flannel-ds-amd64-wgbtz          1/1     Running   0          9m48s
    kube-proxy-ddzdx                     1/1     Running   0          14m
    kube-proxy-nwhzt                     1/1     Running   0          14m
    kube-proxy-p64rw                     1/1     Running   0          13m
    kube-scheduler-k8s-master            1/1     Running   0          13m
    复制代码
    只有全部都为1/1则可以成功执行后续步骤,如果flannel需检查网络情况,重新进行如下操作
    kubectl delete -f kube-flannel.yml
    然后重新wget,然后修改镜像地址,然后
    kubectl apply -f kube-flannel.yml

    2.7 测试Kubernetes集群

    在Kubernetes集群中创建一个pod,然后暴露端口,验证是否正常访问:

    复制代码
    [root@k8s-master ~]# kubectl create deployment nginx --image=nginx
    deployment.apps/nginx created
    
    [root@k8s-master ~]# kubectl expose deployment nginx --port=80 --type=NodePort
    service/nginx exposed
    
    [root@k8s-master ~]# kubectl get pods,svc
    NAME                         READY   STATUS    RESTARTS   AGE
    pod/nginx-554b9c67f9-wf5lm   1/1     Running   0          24s
    
    NAME                 TYPE        CLUSTER-IP     EXTERNAL-IP   PORT(S)        AGE
    service/kubernetes   ClusterIP   10.1.0.1       <none>        443/TCP        39m
    service/nginx        NodePort    10.1.224.251   <none>        80:31745/TCP   9
    复制代码

    访问地址:http://NodeIP:Port ,此例就是:http://192.168.73.138:32039 

    2.8 部署 Dashboard

    复制代码
    [root@k8s-master ~]# wget https://raw.githubusercontent.com/kubernetes/dashboard/v1.10.1/src/deploy/recommended/kubernetes-dashboard.yaml
    
    [root@k8s-master ~]# vim kubernetes-dashboard.yaml
    修改内容:
    109     spec:
    110       containers:
    111       - name: kubernetes-dashboard
    112         image: lizhenliang/kubernetes-dashboard-amd64:v1.10.1   # 修改此行
    
    ......
    
    157 spec:
    158   type: NodePort     # 增加此行
    159   ports:
    160     - port: 443
    161       targetPort: 8443
    162       nodePort: 30001   # 增加此行
    163   selector:
    164     k8s-app: kubernetes-dashboard
    
    [root@k8s-master ~]# kubectl apply -f kubernetes-dashboard.yaml
    复制代码
     

    在火狐浏览器访问(google受信任问题不能访问)地址: https://NodeIP:30001

    创建service account并绑定默认cluster-admin管理员集群角色:

    复制代码
    [root@k8s-master ~]# kubectl create serviceaccount dashboard-admin -n kube-system
    serviceaccount/dashboard-admin created
    [root@k8s-master ~]# kubectl create clusterrolebinding dashboard-admin --clusterrole=cluster-admin
    --serviceaccount=kube-system:dashboard-admin
    [root@k8s-master ~]# kubectl describe secrets -n kube-system $(kubectl -n kube-system get secret | awk '/dashboard-admin/{print $1}')
    Name:         dashboard-admin-token-d9jh2
    Namespace:    kube-system
    Labels:       <none>
    Annotations:  kubernetes.io/service-account.name: dashboard-admin
                  kubernetes.io/service-account.uid: 4aa1906e-17aa-4880-b848-8b3959483323
    
    Type:  kubernetes.io/service-account-token
    
    Data
    ====
    ca.crt:     1025 bytes
    namespace:  11 bytes
    token:      eyJhbGciOiJ...(省略如下)...AJdQ
    
    token: eyJhbGciOiJSUzI1NiIsImtpZCI6IiJ9.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.OkF6h7tVQqmNJniCHJhY02G6u6dRg0V8PTiF8xvMuJJUphLyWlWctgmplM4kjKVZo0fZkAthL7WAV5p_AwAuj4LMfo1X5IpxUomp4YZyhqgsBM0A2ksWoKoLDjbizFwOty8TylWlsX1xcJXZjmP9OvNgjjSq5J90N5PnxYIIgwAMP3fawTP7kUXxz5WhJo-ogCijJCFyYBHoqHrgAbk9pusI8DpGTNIZxBMxkwPPwFwzNCOfKhD0c8HjhNeliKsOYLryZObRdmTQXmxsDfxynTKsRxv_EPQb99yW9GXJPQL0OwpYb4b164CFv857ENitvvKEOU6y55P9hFkuQuAJdQ
    复制代码
     

    解决其他浏览器不能访问的问题

    复制代码
    [root@k8s-master ~]# cd /etc/kubernetes/pki/
    [root@k8s-master pki]# mkdir ui
    [root@k8s-master pki]# cp apiserver.crt  ui/
    [root@k8s-master pki]# cp apiserver.key  ui/
    [root@k8s-master pki]# cd ui/
    [root@k8s-master ui]# mv apiserver.crt dashboard.pem
    [root@k8s-master ui]# mv  apiserver.key   dashboard-key.pem
    [root@k8s-master ui]# kubectl delete secret kubernetes-dashboard-certs -n kube-system
    [root@k8s-master ui]# kubectl create secret generic kubernetes-dashboard-certs --from-file=./ -n kube-system
    复制代码
    复制代码
    [root@k8s-master]# vim kubernetes-dashboard.yaml #回到这个yaml的路径下修改
    修改 dashboard-controller.yaml 文件,在args下面增加证书两行
              - --tls-key-file=dashboard-key.pem
              - --tls-cert-file=dashboard.pem
    [root@k8s-master ~]kubectl apply -f kubernetes-dashboard.yaml
    [root@k8s-master ~]# kubectl create serviceaccount dashboard-admin -n kube-system
    serviceaccount/dashboard-admin created
    [root@k8s-master ~]# kubectl create clusterrolebinding dashboard-admin --clusterrole=cluster-admin
    --serviceaccount=kube-system:dashboard-admin
    [root@k8s-master ~]# kubectl describe secrets -n kube-system $(kubectl -n kube-system get secret | awk '/dashboard-admin/{print $1}')
    Name:         dashboard-admin-token-zbn9f
    Namespace:    kube-system
    Labels:       <none>
    Annotations:  kubernetes.io/service-account.name: dashboard-admin
                  kubernetes.io/service-account.uid: 40259d83-3b4f-4acc-a4fb-43018de7fc19
    
    Type:  kubernetes.io/service-account-token
    
    Data
    ====
    namespace:  11 bytes
    token:      eyJhbGciOiJSUzI1NiIsImtpZCI6IiJ9.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.E0hGAkeQxd6K-YpPgJmNTv7Sn_P_nzhgCnYXGc9AeXd9k9qAcO97vBeOV-pH518YbjrOAx_D6CKIyP07aCi_3NoPlbbyHtcpRKFl-lWDPdg8wpcIefcpbtS6uCOrpaJdCJjWFcAEHdvcfmiFpdVVT7tUZ2-eHpRTUQ5MDPF-c2IOa9_FC9V3bf6XW6MSCZ_7-fOF4MnfYRa8ucltEIhIhCAeDyxlopSaA5oEbopjaNiVeJUGrKBll8Edatc7-wauUIJXAN-dZRD0xTULPNJ1BsBthGQLyFe8OpL5n_oiHM40tISJYU_uQRlMP83SfkOpbiOpzuDT59BBJB57OQtl3w
    ca.crt:     1025 bytes
    复制代码
  • 相关阅读:
    python之字符串【str】
    python之列表【list】
    python之os模块
    MySQL 模糊查询
    Dreamoon-Operating on a graph(并查集+链表)
    Dreamoon-Operation Love(凸包)
    CF1382D.Unmerge(背包)
    PAT-T1027 Larry and Inversions (树状数组)
    CF1379C.Choosing Flowers(二分)
    矩阵快速幂模板
  • 原文地址:https://www.cnblogs.com/albertzhangyu/p/13321408.html
Copyright © 2011-2022 走看看