用Cri-O,Sealos CLI,Kubeadm方式部署K8s高可用集群

3.6 Cri-O方式部署K8s集群

注意:基于Kubernetes基础环境

3.6.1 所有节点安装配置cri-o

复制代码
[root@k8s-all ~]# VERSION=1.28
[root@k8s-all ~]# curl -L -o /etc/yum.repos.d/devel:kubic:libcontainers:stable.repo https://download.opensuse.org/repositories/devel:/kubic:/libcontainers:/stable/CentOS_7/devel:kubic:libcontainers:stable.repo
[root@k8s-all ~]# curl -L -o /etc/yum.repos.d/devel:kubic:libcontainers:stable:cri-o:${VERSION}.repo https://download.opensuse.org/repositories/devel:kubic:libcontainers:stable:cri-o:${VERSION}/CentOS_7/devel:kubic:libcontainers:stable:cri-o:${VERSION}.repo
[root@k8s-all ~]# yum install cri-o -y
[root@k8s-all ~]# vim /etc/crio/crio.conf 
509 pause_image = "registry.cn-hangzhou.aliyuncs.com/google_containers/pause:3."

548  insecure_registries = [
549         "docker.mirrors.ustc.edu.cn","dockerhub.azk8s.cn","hub-mirror.c.163.com"
550  ]

[root@k8s-all ~]# systemctl daemon-reload 
[root@k8s-all ~]# systemctl enable --now crio
  • 修改/etc/sysconfig/kubelet
复制代码
[root@k8s-all ~]# vim /etc/sysconfig/kubelet 
KUBELET_EXTRA_ARGS="--container-runtime=remote --cgroup-driver=systemd --
container-runtime-endpoint='unix:///var/run/crio/crio.sock' --runtime-req
uest-timeout=5m"
​
[root@k8s-all ~]# systemctl daemon-reload 
[root@k8s-all ~]# systemctl restart kubelet.service

3.6.2 集群初始化

复制代码
[root@k8s-master-01 ~]# kubeadm init --kubernetes-version=v1.28.2 --pod-network-cidr=10.224.0.0/16 \
--apiserver-advertise-address=192.168.110.21 \
--service-cidr=10.96.0.0/12 \
--cri-socket unix:///var/run/crio/crio.sock \
--image-repository registry.aliyuncs.com/google_containers
​
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
​
Alternatively, if you are the root user, you can run:
​
  export KUBECONFIG=/etc/kubernetes/admin.conf
​
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 192.168.110.21:6443 --token tct0yt.1bf5docmg9loxj8m \
        --discovery-token-ca-cert-hash sha256:b504dc351e052f7ebe92162c0989088b09c2243467ee510d172187e87caf9b74
​
[root@k8s-master-01 ~]# mkdir -p $HOME/.kube
[root@k8s-master-01 ~]# sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
[root@k8s-master-01 ~]# sudo chown $(id -u):$(id -g) $HOME/.kube/config

3.6.3 Work结点加入集群

复制代码
[root@k8s-node-01 ~]# kubeadm join 192.168.110.21:6443 --token tct0yt.1bf5docmg9loxj8m \
--discovery-token-ca-cert-hash sha256:b504dc351e052f7ebe92162c0989088b09c2243467ee510d172187e87caf9b74
​
[root@k8s-node-02 ~]# kubeadm join 192.168.110.21:6443 --token tct0yt.1bf5docmg9loxj8m \
--discovery-token-ca-cert-hash sha256:b504dc351e052f7ebe92162c0989088b09c2243467ee510d172187e87caf9b74

3.6.4 安装网络插件

复制代码
[root@k8s-master-01 ~]# wget -c https://docs.projectcalico.org/v3.25/manifests/calico.yaml
- name: CALICO_IPV4POOL_CIDR
  value: "10.244.0.0/16"
​
- name: CLUSTER_TYPE
  value: "k8s,bgp"   
# 下方为新增
- name: IP_AUTODETECTION_METHOD
  value: "interface=ens33"
  
[root@k8s-all ~]# crictl pull docker.io/calico/cni:v3.25.0
[root@k8s-all ~]# crictl pull docker.io/calico/node:v3.25.0
[root@k8s-all ~]# crictl pull docker.io/calico/kube-controllers:v3.25.0
​
[root@k8s-master-01 ~]# kubectl apply -f calico.yaml

3.6.5 检测

复制代码
[root@k8s-master-01 ~]# kubectl get pod -n kube-system
NAME                                       READY   STATUS              RESTARTS   AGE
calico-kube-controllers-658d97c59c-q6b5z   1/1     Running             0          33s
calico-node-88hrv                          1/1     Running             0          33s
calico-node-ph7sw                          1/1     Running             0          33s
calico-node-ws2h5                          1/1     Running             0          33s
coredns-66f779496c-gt4zg                   1/1     Running             0          22m
coredns-66f779496c-jsqcw                   1/1     Running             0          22m
etcd-k8s-master-01                         1/1     Running             0          22m
kube-apiserver-k8s-master-01               1/1     Running             0          22m
kube-controller-manager-k8s-master-01      1/1     Running             0          22m
kube-proxy-5v4sr                           1/1     Running             0          19m
kube-proxy-b8xvq                           1/1     Running             0          22m
kube-proxy-vl5k2                           1/1     Running             0          19m
kube-scheduler-k8s-master-01               1/1     Running             0          22m

2. Sealos CLI部署K8s集群

注意 :基于3.3 Kubernetes基础环境部署

2..1 获取Sealos CLI工具

  • 地址:Releases · labring/sealos · GitHub

  • 版本对应关系

    • 集群镜像版本支持说明

    • 支持 Containerd 的 K8s

    • 推荐使用 Containerd 作为容器运行时 (CRI) 的集群镜像版本,Containerd 是一种轻量级、高性能的容器运行时,与 Docker 兼容。使用 Containerd 的 Kubernetes 镜像可以提供更高的性能和资源利用率。

    • 以下是支持 Containerd 的集群镜像版本支持说明:

K8s 版本 Sealos 版本 CRI 版本 集群镜像版本
>=1.25 >=v4.1.0 v1alpha2 labring/kubernetes:v1.25.0
>=1.26 >=v4.1.4-rc3 v1 labring/kubernetes:v1.26.0
>=1.27 >=v4.2.0-alpha3 v1 labring/kubernetes:v1.27.0
<1.25 >=v4.0.0 v1alpha2 labring/kubernetes:v1.24.0
>=1.28 >=v5.0.0 v1 labring/kubernetes:v1.28.0
  • 根据 Kubernetes 版本的不同,您可以选择不同的 Sealos 版本和 CRI 版本。例如,如果您要使用 Kubernetes v1.26.0 版本,您可以选择 sealos v4.1.4-rc3 及更高版本,并使用 v1 CRI 版本。

  • 支持 Docker 的 K8s

  • 当然,也可以选择使用 Docker 作为容器运行时,以下是支持 Docker 的集群镜像版本支持说明:

K8s 版本 Sealos 版本 CRI 版本 集群镜像版本
<1.25 >=v4.0.0 v1alpha2 labring/kubernetes-docker:v1.24.0
>=1.25 >=v4.1.0 v1alpha2 labring/kubernetes-docker:v1.25.0
>=1.26 >=v4.1.4-rc3 v1 labring/kubernetes-docker:v1.26.0
>=1.27 >=v4.2.0-alpha3 v1 labring/kubernetes-docker:v1.27.0
>=1.28 >=v5.0.0 v1 labring/kubernetes-docker:v1.28.0
  • 与支持 Containerd 的 Kubernetes 镜像类似,可以根据 Kubernetes 版本的不同选择不同的 Sealos 版本和 CRI 版本。

  • 例如,如果要使用 Kubernetes v1.26.0 版本,您可以选择 sealos v4.1.4-rc3 及更高版本,并使用 v1 CRI 版本。

2..2 Sealos安装部署

复制代码
[root@k8s-master-01 ~]# yum install https://github.com/labring/sealos/releases/download/v5.0.0-beta5/sealos_5.0.0-beta5_linux_amd64.rpm -y

2..3 使用Sealos CLI部署K8S集群

复制代码
[root@k8s-master-01 ~]# sealos run registry.cn-shanghai.aliyuncs.com/labring/kubernetes-docker:v1.28.2 registry.cn-shanghai.aliyuncs.com/labring/helm:v3..4 registry.cn-shanghai.aliyuncs.com/labring/calico:v3.24.1 \
--masters 192.168.110.21 \
--nodes 192.168.110.22,192.168.110.23 -p 123456

参数说明:

参数名 参数值示例 参数说明
--masters 192.168.110.22 K8s master 节点地址列表
--nodes 192.168.110.23 K8s node 节点地址列表
--ssh-passwd [your-ssh-passwd] ssh 登录密码(这里环境为免密钥)
kubernetes labring/kubernetes-docker:v1.28.2 K8s 集群镜像

注意:时间同步,kubernetes要求集群中的节点时间必须精确一致

  • 看到这个界面就成功了
复制代码
2024-05-31T10:12:57 info succeeded in creating a new cluster, enjoy it!
2024-05-31T10:12:57 info 
      ___           ___           ___           ___       ___           ___
     /\  \         /\  \         /\  \         /\__\     /\  \         /\  \
    /::\  \       /::\  \       /::\  \       /:/  /    /::\  \       /::\  \
   /:/\ \  \     /:/\:\  \     /:/\:\  \     /:/  /    /:/\:\  \     /:/\ \  \
  _\:\~\ \  \   /::\~\:\  \   /::\~\:\  \   /:/  /    /:/  \:\  \   _\:\~\ \  \
 /\ \:\ \ \__\ /:/\:\ \:\__\ /:/\:\ \:\__\ /:/__/    /:/__/ \:\__\ /\ \:\ \ \__\
 \:\ \:\ \/__/ \:\~\:\ \/__/ \/__\:\/:/  / \:\  \    \:\  \ /:/  / \:\ \:\ \/__/
  \:\ \:\__\    \:\ \:\__\        \::/  /   \:\  \    \:\  /:/  /   \:\ \:\__\
   \:\/:/  /     \:\ \/__/        /:/  /     \:\  \    \:\/:/  /     \:\/:/  /
    \::/  /       \:\__\         /:/  /       \:\__\    \::/  /       \::/  /
     \/__/         \/__/         \/__/         \/__/     \/__/         \/__/
​
                  Website: https://www.sealos.io/
                  Address: github.com/labring/sealos
                  Version: 5.0.0-beta5-a0b3363d9
​

2..4 查看集群

复制代码
[root@k8s-master-01 ~]# kubectl get cs
Warning: v1 ComponentStatus is deprecated in v1.19+
NAME                 STATUS    MESSAGE   ERROR
scheduler            Healthy   ok        
controller-manager   Healthy   ok        
etcd-0               Healthy   ok   
​
[root@k8s-master-01 ~]# kubectl get nodes
NAME            STATUS   ROLES           AGE   VERSION
k8s-master-01   Ready    control-plane   87s   v1.28.2
k8s-node-01     Ready    <none>          64s   v1.28.2
k8s-node-02     Ready    <none>          64s   v1.28.2
​
[root@k8s-master-01 ~]# kubectl get pod -n kube-system
NAME                                    READY   STATUS    RESTARTS   AGE
coredns-5dd5756b68-2gwbb                1/1     Running   0          2m35s
coredns-5dd5756b68-hm8v9                1/1     Running   0          2m35s
etcd-k8s-master-01                      1/1     Running   0          2m47s
kube-apiserver-k8s-master-01            1/1     Running   0          2m47s
kube-controller-manager-k8s-master-01   1/1     Running   0          2m47s
kube-proxy-m9fjz                        1/1     Running   0          2m35s
kube-proxy-rx66m                        1/1     Running   0          2m28s
kube-proxy-v82dd                        1/1     Running   0          2m28s
kube-scheduler-k8s-master-01            1/1     Running   0          2m47s
kube-sealos-lvscare-k8s-node-01         1/1     Running   0          2m23s
kube-sealos-lvscare-k8s-node-02         1/1     Running   0          2m23s

2..5 Sealos相关命令

  • 增加节点
复制代码
1、增加 node 节点:
sealos add --nodes 192.168.110.25,192.168.110.26 
​
2、增加 master 节点:
sealos add --masters 192.168.110.22,192.168.110.23 
  • 删除节点
复制代码
1、删除 node 节点:
sealos delete --nodes 192.168.110.25,192.168.110.26
​
2、删除 master 节点:
sealos delete --masters 192.168.110.22,192.168.110.23  
  • 清理集群
复制代码
$ sealos reset

3. Kubeadm方式部署K8s高可用集群

3..1 集群架构

1. 高可用拓扑

可以设置 HA 集群:

  • 使用堆叠(stacked)控制平面节点,其中 etcd 节点与控制平面节点共存;

  • 使用外部 etcd 节点,其中 etcd 在与控制平面不同的节点上运行;

  • 在设置 HA 集群之前,应该仔细考虑每种拓扑的优缺点。

2. 堆叠(Stacked) etcd 拓扑

主要特点:

  • etcd 分布式数据存储集群堆叠在 kubeadm 管理的控制平面节点上,作为控制平面的一个组件运行。

  • 每个控制平面节点运行 kube-apiserver,kube-scheduler 和 kube-controller-manager 实例。

  • kube-apiserver 使用 LB 暴露给工作节点。

  • 每个控制平面节点创建一个本地 etcd 成员(member),这个 etcd 成员只与该节点的 kube-apiserver 通信。这同样适用于本地 kube-controller-manager 和 kube-scheduler 实例。

简单概况:每个 master 节点上运行一个 apiserver 和 etcd, etcd 只与本节点 apiserver 通信。

这种拓扑将控制平面和 etcd 成员耦合在同一节点上。相对使用外部 etcd 集群,设置起来更简单,而且更易于副本管理。

然而堆叠集群存在耦合失败的风险。如果一个节点发生故障,则 etcd 成员和控制平面实例都将丢失,并且冗余会受到影响。可以通过添加更多控制平面节点来降低此风险。应该为 HA 集群运行至少三个堆叠的控制平面节点(防止脑裂)。

这是 kubeadm 中的默认拓扑。当使用 kubeadm init 和 kubeadm join --control-plane 时,在控制平面节点上会自动创建本地 etcd 成员。

3. 外部 Etcd 拓扑

主要特点:

  • 具有外部 etcd 的 HA 集群是一种这样的拓扑,其中 etcd 分布式数据存储集群在独立于控制平面节点的其他节点上运行。

  • 就像堆叠的 etcd 拓扑一样,外部 etcd 拓扑中的每个控制平面节点都运行 kube-apiserver,kube-scheduler 和 kube-controller-manager 实例。

  • 同样 kube-apiserver 使用负载均衡器暴露给工作节点。但是,etcd 成员在不同的主机上运行,每个 etcd 主机与每个控制平面节点的 kube-apiserver 通信。

简单概况: etcd 集群运行在单独的主机上,每个 etcd 都与 apiserver 节点通信。

  • 这种拓扑结构解耦了控制平面和 etcd 成员。因此,它提供了一种 HA 设置,其中失去控制平面实例或者 etcd 成员的影响较小,并且不会像堆叠的 HA 拓扑那样影响集群冗余。

  • 但是,此拓扑需要两倍于堆叠 HA 拓扑的主机数量。具有此拓扑的 HA 集群至少需要三个用于控制平面节点的主机和三个用于 etcd 节点的主机。需要单独设置外部 etcd 集群。

3..2 基础环境部署

  • Kubernetes版本:1.28.2
主机 IP地址 操作系统 配置
k8s-master-01 192.168.110.21 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
k8s-master-02 192.168.110.22 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
k8s-master-03 192.168.110.23 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
k8s-node-01 192.168.110.24 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
k8s-node-02 192.168.110.25 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
k8s-node-03 192.168.110.26 CentOS Linux release 7.9.2009 4颗CPU 8G内存 100G硬盘
  • 关闭防火墙和SElinux
复制代码
[root@k8s-all ~]# systemctl disable --now firewalld.service
[root@k8s-all ~]# sed -ri 's/SELINUX=enforcing/SELINUX=disabled/' /etc/selinux/config
[root@k8s-all ~]# setenforce 0
  • 所有节点配置Hosts解析
复制代码
[root@k8s-all ~]# cat >> /etc/hosts << EOF
192.168.110.21 k8s-master-01
192.168.110.22 k8s-master-02
192.168.110.23 k8s-master-03
192.168.110.24 k8s-node-01
192.168.110.25 k8s-node-02
192.168.110.26 k8s-node-03
EOF
  • k8s-master-01生成密钥,其他节点可以免密钥访问
复制代码
[root@k8s-master-01 ~]# ssh-keygen -f ~/.ssh/id_rsa -N '' -q
[root@k8s-master-01 ~]# ssh-copy-id k8s-master-02
[root@k8s-master-01 ~]# ssh-copy-id k8s-master-03
[root@k8s-master-01 ~]# ssh-copy-id k8s-node-01
[root@k8s-master-01 ~]# ssh-copy-id k8s-node-02
[root@k8s-master-01 ~]# ssh-copy-id k8s-node-03
  • 配置NTP时间同步
复制代码
[root@k8s-all ~]# sed -i '3,6 s/^/# /' /etc/chrony.conf
[root@k8s-all ~]# sed -i '6 a server ntp.aliyun.com iburst' /etc/chrony.conf 
[root@k8s-all ~]# systemctl restart chronyd.service 
[root@k8s-all ~]# chronyc sources
210 Number of sources = 1
MS Name/IP address         Stratum Poll Reach LastRx Last sample               
===============================================================================
^* 203.107.6.88                  2   6    17    13   -230us[-2619us] +/-   25ms
  • 禁用Swap交换分区
复制代码
[root@k8s-all ~]# swapoff -a   #临时关闭
[root@k8s-all ~]# sed -i 's/.*swap.*/# &/' /etc/fstab  #永久关闭
  • 升级操作系统内核
复制代码
[root@k8s-all ~]# wget -c http://mirrors.coreix.net/elrepo-archive-archive/kernel/el7/x86_64/RPMS/kernel-ml-6.0.3-1.el7.elrepo.x86_64.rpm
[root@k8s-all ~]# wget -c http://mirrors.coreix.net/elrepo-archive-archive/kernel/el7/x86_64/RPMS/kernel-ml-devel-6.0.3-1.el7.elrepo.x86_64.rpm
[root@k8s-all ~]# rpm -ivh kernel-ml-6.0.3-1.el7.elrepo.x86_64.rpm
[root@k8s-all ~]# rpm -ivh kernel-ml-devel-6.0.3-1.el7.elrepo.x86_64.rpm
[root@k8s-all ~]# awk -F\' '$1=="menuentry " {print $2}' /etc/grub2.cfg
CentOS Linux (6.0.3-1.el7.elrepo.x86_64) 7 (Core)
CentOS Linux (3.10.0-1160.119.1.el7.x86_64) 7 (Core)
CentOS Linux (3.10.0-1160.71.1.el7.x86_64) 7 (Core)
CentOS Linux (0-rescue-35f6b014eff0419881bbf71f1d9d4943) 7 (Core)
[root@k8s-all ~]# grub2-set-default 0
[root@k8s-all ~]# reboot
[root@k8s-all ~]# uname -r
6.0.3-1.el7.elrepo.x86_64
  • 配置内核转发及网桥过滤
复制代码
[root@k8s-all ~]# echo net.ipv4.ip_forward = 1 >> /etc/sysctl.conf 
[root@k8s-all ~]# sysctl -p
net.ipv4.ip_forward = 1
[root@K8s-all ~]# cat > /etc/sysctl.d/k8s.conf << EOF
net.bridge.bridge-nf-call-ip6tables = 1
net.bridge.bridge-nf-call-iptables = 1
vm.swappiness = 0
EOF
[root@K8s-all ~]# modprobe br-netfilter
[root@K8s-all ~]# sysctl -p /etc/sysctl.d/k8s.conf
  • 开启IPVS
复制代码
[root@K8s-all ~]# yum install ipset ipvsadm -y
[root@K8s-all ~]# cat > /etc/sysconfig/modules/ipvs.modules <<EOF
#!/bin/bash
​
ipvs_modules="ip_vs ip_vs_lc ip_vs_wlc ip_vs_rr ip_vs_wrr ip_vs_lblc ip_vs_lblcr ip_vs_dh ip_vs_vip ip_vs_sed ip_vs_ftp nf_conntrack"
​
for kernel_module in $ipvs_modules; 
do
        /sbin/modinfo -F filename $kernel_module >/dev/null 2>&1
        if [ $? -eq 0 ]; then
                /sbin/modprobe $kernel_module
        fi
done
​
chmod 755 /etc/sysconfig/modules/ipvs.modules
EOF
​
[root@K8s-all ~]# bash /etc/sysconfig/modules/ipvs.modules
  • 配置国内镜像源
复制代码
[root@K8s-all ~]# cat >> /etc/yum.repos.d/kubernetes.repo <<EOF
[kubernetes]
name=Kubernetes
baseurl=http://mirrors.aliyun.com/kubernetes/yum/repos/kubernetes-el7-x86_64
enabled=1
gpgcheck=0
repo_gpgcheck=0
gpgkey=http://mirrors.aliyun.com/kubernetes/yum/doc/yum-key.gpg
http://mirrors.aliyun.com/kubernetes/yum/doc/rpm-package-key.gpg
EOF
  • 安装软件包
复制代码
[root@K8s-all ~]# yum install kubeadm kubelet kubectl -y  #这里安装版本为1.28.2
[root@K8s-all ~]# kubeadm version
kubeadm version: &version.Info{Major:"1", Minor:"28", GitVersion:"v1.28.2", GitCommit:"89a4ea3e1e4ddd7f7572286090359983e0387b2f", GitTreeState:"clean", BuildDate:"2023-09-13T09:34:32Z", GoVersion:"go1.20.8", Compiler:"gc", Platform:"linux/amd64"}
​
#为了实现docker使用的cgroupdriver与kubelet使用的cgroup的一致性,修改如下文件内容
​
[root@K8s-all ~]# cat <<EOF > /etc/sysconfig/kubelet
KUBELET_EXTRA_ARGS="--cgroup-driver=systemd"
KUBE_PROXY_MODE="ipvs"
EOF
​
[root@K8s-all ~]# systemctl enable kubelet.service 
  • kubectl命令自动补全
复制代码
[root@K8s-all ~]# yum install -y bash-completion
[root@K8s-all ~]# source /usr/share/bash-completion/bash_completion
[root@K8s-all ~]# source <(kubectl completion bash)
[root@K8s-all ~]# echo "source <(kubectl completion bash)" >> ~/.bashrc

3..3 容器运行时工具安装及运行

所有主机都安装

Containerd安装部署

  • 安装基本工具
复制代码
[root@K8s-all ~]# yum install yum-utils device-mapper-persistent-data lvm2 -y
  • 下载Docker-ce的源
复制代码
[root@K8s-all ~]# wget -O /etc/yum.repos.d/docker-ce.repo https://mirrors.huaweicloud.com/docker-ce/linux/centos/docker-ce.repo
  • 替换仓库源
复制代码
[root@K8s-all ~]# sed -i 's+download.docker.com+mirrors.huaweicloud.com/docker-ce+' /etc/yum.repos.d/docker-ce.repo 
[root@K8s-all ~]# sed -i 's/$releasever/7Server/g' /etc/yum.repos.d/docker-ce.repo
  • 安装Containerd
复制代码
[root@K8s-all ~]# yum install containerd -y
  • 初始化默认配置
复制代码
[root@K8s-all ~]# containerd config default | tee /etc/containerd/config.toml
[root@K8s-all ~]# sed -i "s#SystemdCgroup\ \=\ false#SystemdCgroup\ \=\ true#g" /etc/containerd/config.toml
[root@K8s-all ~]# sed -i "s#registry.k8s.io#registry.aliyuncs.com/google_containers#g" /etc/containerd/config.toml
​
#配置crictl
[root@K8s-all ~]# cat <<EOF | tee /etc/crictl.yaml
runtime-endpoint: unix:///run/containerd/containerd.sock
image-endpoint: unix:///run/containerd/containerd.sock
timeout: 10
debug: false
EOF
[root@K8s-all ~]# systemctl daemon-reload
[root@K8s-all ~]# systemctl enable containerd --now
  • 测试
复制代码
[root@K8s-node-all ~]# crictl pull nginx:alpine
Image is up to date for sha256:f4215f6ee683f29c0a4611b02d1adc3b7d986a96ab894eb5f7b9437c862c9499
[root@K8s-node-all ~]# crictl images
IMAGE                     TAG                 IMAGE ID            SIZE
docker.io/library/nginx   alpine              f4215f6ee683f       20.5MB
[root@K8s-node-all ~]# crictl rmi nginx:alpine
Deleted: docker.io/library/nginx:alpine

3..4 Master 节点部署高可用

只在三台Master上做

  • 安装Nginx和Keepalived
复制代码
[root@k8s-master-all ~]# wget -c https://nginx.org/packages/rhel/7/x86_64/RPMS/nginx-1.24.0-1.el7.ngx.x86_64.rpm
[root@k8s-master-all ~]# yum install nginx-1.24.0-1.el7.ngx.x86_64.rpm keepalived.x86_64 -y
  • 修改 Nginx 配置文件

3台master操作。

3 台 master 节点修改/etc/nginx/nginx.conf 配置文件,在envents位置后面添加stream部分内容:

复制代码
[root@k8s-master-01 ~]# vim /etc/nginx/nginx.conf 
events {
    worker_connections  1024;
}
​
stream {
 log_format main '$remote_addr $upstream_addr - [$time_local] $status $upstream_bytes_sent';
 access_log /var/log/nginx/k8s-access.log main;
 upstream k8s-apiserver {
   server 192.168.110.21:6443;
   server 192.168.110.22:6443;
   server 192.168.110.23:6443;
 }
 server {
   listen 16443;
   proxy_pass k8s-apiserver;
 }
}
  • 修改 Keepalived 配置文件

只在 k8s-master-01 上做

覆盖修改 k8s-master-01 节点配置文件/etc/keepalived/keepalived.conf

复制代码
[root@k8s-master-01 ~]# cat > /etc/keepalived/keepalived.conf<<EOF
! Configuration File for keepalived
global_defs {
 router_id master1
 script_user root
 enable_script_security
}
​
vrrp_script check_nginx {
  script "/etc/keepalived/check_nginx.sh"
  interval 3
  fall 3
  rise 2
}
​
vrrp_instance Nginx {
 state MASTER
 interface ens33
 virtual_router_id 51
 priority 200
 advert_int 1
 authentication {
   auth_type PASS
   auth_pass XCZKXY
 }
 track_script {
   check_nginx
 }
 virtual_ipaddress {
   192.168.110.20/24
 }
}
EOF
  • 编写健康检测脚本
复制代码
[root@k8s-master-01 ~]# cat > /etc/keepalived/check_nginx.sh<<EOF
#!/bin/sh
# nginx down
pid=`ps -C nginx --no-header | wc -l`
if [ $pid -eq 0 ]
then
    systemctl start nginx
  sleep 5
    if [ `ps -C nginx --no-header | wc -l` -eq 0 ]
    then
        systemctl stop nginx
    else
      exit 0
    fi
fi
EOF
​
[root@k8s-master-01 ~]# chmod +x /etc/keepalived/check_nginx.sh
复制代码
[root@k8s-master-01 ~]# scp /etc/keepalived/{check_nginx.sh,keepalived.conf} k8s-master-02:/etc/keepalived/
[root@k8s-master-01 ~]# scp /etc/keepalived/{check_nginx.sh,keepalived.conf} k8s-master-03:/etc/keepalived/
​
复制文件和脚本,k8s-master-01-02 和 k8s-master-01-03 配置如上,注意字段 state 修改为 BACKUP,降低 priority,例如
k8s-master-01-02 的 priority 值为 150,k8s-master-01-03 的 priority 值为 100。
  • 修改其他两台Master
复制代码
[root@k8s-master-02 ~]# sed -i 's/MASTER/BACKUP/' /etc/keepalived/keepalived.conf 
[root@k8s-master-02 ~]# sed -i 's/200/150/' /etc/keepalived/keepalived.conf
​
[root@k8s-master-03 ~]# sed -i 's/MASTER/BACKUP/' /etc/keepalived/keepalived.conf 
[root@k8s-master-03 ~]# sed -i 's/200/100/' /etc/keepalived/keepalived.conf
  • 启动 nginx 和 Keepalived

3台master操作

复制代码
[root@k8s-master-all ~]# systemctl enable nginx --now
[root@k8s-master-all ~]# systemctl enable keepalived --now
  • 高可用切换验证
复制代码
[root@k8s-master-01 ~]# ip a | grep 192.168.110.20/24
    inet 192.168.110.20/24 scope global secondary ens33
    
# 模拟Keepalived宕机
​
[root@k8s-master-01 ~]# systemctl stop keepalived
​
[root@k8s-master-02 ~]# ip a | grep 192.168.110.20/24   # VIP漂移到master-02
    inet 192.168.110.20/24 scope global secondary ens33
[root@k8s-master-03 ~]# ip a | grep 192.168.110.20/24   # master-02宕机
    inet 192.168.110.20/24 scope global secondary ens33
    
[root@k8s-master-03 ~]# ip a | grep 192.168.110.20/24
    inet 192.168.110.20/24 scope global secondary ens33  # VIP漂移到master-03
    
[root@k8s-master-01 ~]# systemctl start keepalived.service  # 恢复后正常
[root@k8s-master-01 ~]# ip a | grep 192.168.110.20/24
    inet 192.168.110.20/24 scope global secondary ens33
     
[root@k8s-all ~]# ping -c 2 192.168.110.20   #确保集群内部可以通讯
PING 192.168.110.20 (192.168.110.20) 56(84) bytes of data.
64 bytes from 192.168.110.20: icmp_seq=1 ttl=64 time=1.03 ms
64 bytes from 192.168.110.20: icmp_seq=2 ttl=64 time=2.22 ms
​
--- 192.168.110.20 ping statistics ---
2 packets transmitted, 2 received, 0% packet loss, time 1018ms
rtt min/avg/max/mdev = 1.034/1.627/2.220/0.593 ms

3..5 集群初始化

只在master01节点上操作

复制代码
# 创建初始化文件 kubeadm-init.yaml
[root@k8s-master-01 ~]# kubeadm config print init-defaults > kubeadm-init.yaml  
[root@k8s-master-01 ~]# sed -i 's/1.2.3.4/192.168.110.21/' kubeadm-init.yaml    # 控制平面地址修改为Master主机
[root@k8s-master-01 ~]# sed -i 's/: node/: k8s-master-01/' kubeadm-init.yaml    # 修改名称
[root@k8s-master-01 ~]# sed -i '24 a controlPlaneEndpoint: 192.168.110.20:16443' kubeadm-init.yaml   # 添加虚拟IP
[root@k8s-master-01 ~]# sed -i 's#registry.k8s.io#registry.aliyuncs.com/google_containers#' kubeadm-init.yaml  # 替换镜像源
[root@k8s-master-01 ~]# sed -i 's/1.28.0/1.28.2/' kubeadm-init.yaml   # 替换为安装的斑斑
[root@k8s-master-01 ~]# cat >> kubeadm-init.yaml << EOF
---
apiVersion: kubeproxy.config.k8s.io/v1alpha1
kind: KubeProxyConfiguration
mode: ipvs
EOF
​
注意:如果使用Docker做容器运行时,需要修改套接字文件为unix:///var/run/cri-dockerd.sock
  • 根据配置文件启动 kubeadm 初始化 k8s
复制代码
[root@k8s-master-01 ~]# kubeadm init --config=kubeadm-init.yaml --upload-certs --v=6 --ignore-preflight-errors="FileContent--proc-sys-net-bridge-bridge-nf-call-iptables"   # 这里忽略防火墙报的错
​
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
​
Alternatively, if you are the root user, you can run:
​
  export KUBECONFIG=/etc/kubernetes/admin.conf
​
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/
​
You can now join any number of the control-plane node running the following command on each as root:
​
  kubeadm join 192.168.110.20:16443 --token abcdef.0123456789abcdef \
        --discovery-token-ca-cert-hash sha256:28d3d73a81af5468649d287d7269a3c3eca9aa3990c3897f4db04aac805de38a \
        --control-plane --certificate-key 6f7027ad52defa430f33c5d25e7a0d4c1a96f3c316bb58d564e04f04330e6fb5
​
Please note that the certificate-key gives access to cluster sensitive data, keep it secret!
As a safeguard, uploaded-certs will be deleted in two hours; If necessary, you can use
"kubeadm init phase upload-certs --upload-certs" to reload certs afterward.
​
Then you can join any number of worker nodes by running the following on each as root:
​
kubeadm join 192.168.110.20:16443 --token abcdef.0123456789abcdef \
        --discovery-token-ca-cert-hash sha256:28d3d73a81af5468649d287d7269a3c3eca9aa3990c3897f4db04aac805de38a

在 k8s-master-01-01 节点执行以下命令,为 kubectl 复制初始化生成的 config 文件,在该配置文件中,记录了 API Server 的访问地址,所以后面直接执行 kubectl 命令就可以正常连接到 API Server 中。

复制代码
[root@k8s-master-01 ~]# mkdir -p $HOME/.kube
[root@k8s-master-01 ~]# sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
[root@k8s-master-01 ~]# sudo chown $(id -u):$(id -g) $HOME/.kube/config

3..6 其他Master节点加入

  • 在 k8s-master-01-02 和 k8s-master-01-03 创建用于存放证书的文件夹
复制代码
[root@k8s-master-02 ~]# mkdir -p /etc/kubernetes/pki/etcd
[root@k8s-master-03 ~]# mkdir -p /etc/kubernetes/pki/etcd
  • 传递证书到 k8s-master-0102 和 k8s-master-0103 节点
复制代码
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/ca.* root@k8s-master-02:/etc/kubernetes/pki/
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/ca.* root@k8s-master-03:/etc/kubernetes/pki/
   
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/sa.* root@k8s-master-02:/etc/kubernetes/pki/  
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/sa.* root@k8s-master-03:/etc/kubernetes/pki/ 
​
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/front-proxy-ca.* root@k8s-master-02:/etc/kubernetes/pki/
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/front-proxy-ca.* root@k8s-master-03:/etc/kubernetes/pki/
  
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/etcd/ca.* root@k8s-master-02:/etc/kubernetes/pki/etcd/
[root@k8s-master-01 ~]# scp /etc/kubernetes/pki/etcd/ca.* root@k8s-master-03:/etc/kubernetes/pki/etcd/
​
# 这个文件master和node节点都需要
[root@k8s-master-01 ~]# scp  /etc/kubernetes/admin.conf k8s-master-01-02:/etc/kubernetes/ 
[root@k8s-master-01 ~]# scp  /etc/kubernetes/admin.conf k8s-master-01-03:/etc/kubernetes/ 
[root@k8s-master-01 ~]# scp  /etc/kubernetes/admin.conf k8s-node-01:/etc/kubernetes/
[root@k8s-master-01 ~]# scp  /etc/kubernetes/admin.conf k8s-node-02:/etc/kubernetes/  
[root@k8s-master-01 ~]# scp  /etc/kubernetes/admin.conf k8s-node-03:/etc/kubernetes/    
  • 其他 master 节点加入集群
复制代码
[root@k8s-master-02 ~]# kubeadm join 192.168.110.20:16443 --token abcdef.0123456789abcdef \
--discovery-token-ca-cert-hash sha256:28d3d73a81af5468649d287d7269a3c3eca9aa3990c3897f4db04aac805de38a \
--control-plane --certificate-key 6f7027ad52defa430f33c5d25e7a0d4c1a96f3c316bb58d564e04f04330e6fb5 \
--ignore-preflight-errors="FileContent--proc-sys-net-bridge-bridge-nf-call-iptables,FileContent--proc-sys-net-ipv4-ip_forward"
​
To start administering your cluster from this node, 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
​
Run 'kubectl get nodes' to see this node join the cluster.
​
​
[root@k8s-master-03 ~]# kubeadm join 192.168.110.20:16443 --token abcdef.0123456789abcdef \
--discovery-token-ca-cert-hash sha256:28d3d73a81af5468649d287d7269a3c3eca9aa3990c3897f4db04aac805de38a \
--control-plane --certificate-key 6f7027ad52defa430f33c5d25e7a0d4c1a96f3c316bb58d564e04f04330e6fb5 \
--ignore-preflight-errors="FileContent--proc-sys-net-bridge-bridge-nf-call-iptables,FileContent--proc-sys-net-ipv4-ip_forward"
​
To start administering your cluster from this node, 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
​
Run 'kubectl get nodes' to see this node join the cluster.
  • 在 k8s-master-02 和 k8s-master-03 节点执行以下命令,复制 kubeconfig 文件
复制代码
[root@k8s-master-02 ~]# mkdir -p $HOME/.kube
[root@k8s-master-02 ~]# sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
[root@k8s-master-02 ~]# sudo chown $(id -u):$(id -g) $HOME/.kube/config
​
[root@k8s-master-03 ~]# mkdir -p $HOME/.kube
[root@k8s-master-03 ~]# sudo cp -i /etc/kubernetes/admin.conf $HOME/.kube/config
[root@k8s-master-03 ~]# sudo chown $(id -u):$(id -g) $HOME/.kube/config

3..7 工作节点加入集群

注意:Docker做容器运行时需要添加 --cri-socket unix:///var/run/cri-dockerd.sock

复制代码
[root@k8s-node-all ~]# kubeadm join 192.168.110.20:16443 --token abcdef.0123456789abcdef \
--discovery-token-ca-cert-hash sha256:28d3d73a81af5468649d287d7269a3c3eca9aa3990c3897f4db04aac805de38a \
--ignore-preflight-errors="FileContent--proc-sys-net-bridge-bridge-nf-call-iptables,FileContent--proc-sys-net-ipv4-ip_forward"
​
# 查看node
[root@k8s-master-01 ~]# kubectl get nodes
NAME            STATUS     ROLES           AGE     VERSION
k8s-master-01   NotReady   control-plane   7m19s   v1.28.2
k8s-master-02   NotReady   control-plane   80s     v1.28.2
k8s-master-03   NotReady   control-plane   2m1s    v1.28.2
k8s-node-01     NotReady   <none>          13s     v1.28.2
k8s-node-02     NotReady   <none>          13s     v1.28.2
k8s-node-03     NotReady   <none>          13s     v1.28.2

3..8 安装集群网络插件

只在master01上操作

复制代码
[root@k8s-master-01 ~]# wget -c https://gitee.com/kong-xiangyuxcz/svn/releases/download/V3.25.0/calico.yaml
​
[root@k8s-master-01 ~]# kubectl apply -f calico.yaml
​
[root@k8s-master-01 ~]# kubectl get node
NAME            STATUS   ROLES           AGE     VERSION
k8s-master-01   Ready    control-plane   14m     v1.28.2
k8s-master-02   Ready    control-plane   10m     v1.28.2
k8s-master-03   Ready    control-plane   10m     v1.28.2
k8s-node-01     Ready    <none>          9m50s   v1.28.2
k8s-node-02     Ready    <none>          9m50s   v1.28.2
k8s-node-03     Ready    <none>          9m50s   v1.28.2
​
[root@k8s-master-01 ~]# kubectl get pod -n kube-system 
NAME                                       READY   STATUS    RESTARTS   AGE
calico-kube-controllers-658d97c59c-8mw6g   1/1     Running   0          5m47s
calico-node-5hmzv                          1/1     Running   0          5m47s
calico-node-5qpwt                          1/1     Running   0          5m47s
calico-node-9r72w                          1/1     Running   0          5m47s
calico-node-xgds5                          1/1     Running   0          5m47s
calico-node-z56q4                          1/1     Running   0          5m47s
calico-node-zcrrw                          1/1     Running   0          5m47s
coredns-66f779496c-9jldk                   1/1     Running   0          13m
coredns-66f779496c-dxsgv                   1/1     Running   0          13m
etcd-k8s-master-01-01                      1/1     Running   0          13m
etcd-k8s-master-01-02                      1/1     Running   0          9m33s
etcd-k8s-master-01-03                      1/1     Running   0          9m39s
kube-apiserver-k8s-master-01               1/1     Running   0          13m
kube-apiserver-k8s-master-01               1/1     Running   0          9m48s
kube-apiserver-k8s-master-01               1/1     Running   0          9m39s
kube-controller-manager-k8s-master-01      1/1     Running   0          13m
kube-controller-manager-k8s-master-01      1/1     Running   0          9m49s
kube-controller-manager-k8s-master-01      1/1     Running   0          9m36s
kube-proxy-565m4                           1/1     Running   0          8m56s
kube-proxy-hfk4w                           1/1     Running   0          8m56s
kube-proxy-n94sx                           1/1     Running   0          8m56s
kube-proxy-s75md                           1/1     Running   0          9m49s
kube-proxy-t5xl2                           1/1     Running   0          9m48s
kube-proxy-vqkxk                           1/1     Running   0          13m
kube-scheduler-k8s-master-01               1/1     Running   0          13m
kube-scheduler-k8s-master-01               1/1     Running   0          9m48s
kube-scheduler-k8s-master-01               1/1     Running   0          9m39s
​
# 如果镜像拉不下来,可以尝试手动拉
[root@k8s-master-01 ~]# crictl pull docker.io/calico/cni:v3.25.0
[root@k8s-master-01 ~]# crictl pull docker.io/calico/node:v3.25.0
[root@k8s-master-01 ~]# crictl pull docker.io/calico/kube-controllers:v3.25.0

3..9 应用部署验证及访问验证

  • 下载etcdctl客户端工具
复制代码
[root@k8s-master-01 ~]# wget -c https://github.com/etcd-io/etcd/releases/download/v3.4.29/etcd-v3.4.29-linux-amd64.tar.gz
[root@k8s-master-01 ~]# tar xf etcd-v3.4.29-linux-amd64.tar.gz -C /usr/local/src/
[root@k8s-master-01 ~]# mv /usr/local/src/etcd-v3.4.29-linux-amd64/etcdctl /usr/local/bin/
  • 查看etcd集群健康状态
复制代码
[root@k8s-master-01 ~]# ETCDCTL_API=3 etcdctl --cacert=/etc/kubernetes/pki/etcd/ca.crt --cert=/etc/kubernetes/pki/etcd/peer.crt --key=/etc/kubernetes/pki/etcd/peer.key --write-out=table --endpoints=k8s-master-01:2379,k8s-master-01-02:2379,k8s-master-01-03:2379 endpoint health
+--------------------+--------+-------------+-------+
|      ENDPOINT      | HEALTH |    TOOK     | ERROR |
+--------------------+--------+-------------+-------+
| k8s-master-01:2379 |   true | 22.678298ms |       |
| k8s-master-02:2379 |   true | 22.823849ms |       |
| k8s-master-03:2379 |   true | 28.292332ms |       |
+--------------------+--------+-------------+-------+
  • 查看etcd集群可用列表
复制代码
[root@k8s-master-01 ~]# ETCDCTL_API=3 etcdctl --cacert=/etc/kubernetes/pki/etcd/ca.crt --cert=/etc/kubernetes/pki/etcd/peer.crt --key=/etc/kubernetes/pki/etcd/peer.key --write-out=table --endpoints=k8s-master-01:2379,k8s-master-01-02:2379,k8s-master-01-03:2379 member list
+------------------+---------+---------------+-----------------------------+-----------------------------+------------+
|        ID        | STATUS  |     NAME      |         PEER ADDRS          |        CLIENT ADDRS         | IS LEARNER |
+------------------+---------+---------------+-----------------------------+-----------------------------+------------+
| 409450d991a8d0ba | started | k8s-master-03 | https://192.168.110.23:2380 | https://192.168.110.23:2379 |      false |
| a1a70c91a1d895bf | started | k8s-master-01 | https://192.168.110.21:2380 | https://192.168.110.21:2379 |      false |
| cc2c3b0e11f3279a | started | k8s-master-02 | https://192.168.110.22:2380 | https://192.168.110.22:2379 |      false |
+------------------+---------+---------------+-----------------------------+-----------------------------+------------+
  • 查看etcd集群leader状态
复制代码
[root@k8s-master-01 ~]# ETCDCTL_API=3 etcdctl --cacert=/etc/kubernetes/pki/etcd/ca.crt --cert=/etc/kubernetes/pki/etcd/peer.crt --key=/etc/kubernetes/pki/etcd/peer.key --write-out=table --endpoints=k8s-master-01:2379,k8s-master-01-02:2379,k8s-master-01-03:2379 endpoint status
+--------------------+------------------+---------+---------+-----------+------------+-----------+------------+--------------------+--------+
|      ENDPOINT      |        ID        | VERSION | DB SIZE | IS LEADER | IS LEARNER | RAFT TERM | RAFT INDEX | RAFT APPLIED INDEX | ERRORS |
+--------------------+------------------+---------+---------+-----------+------------+-----------+------------+--------------------+--------+
| k8s-master-01:2379 | a1a70c91a1d895bf |   1..9 |  5.1 MB |      true |      false |         3 |       5124 |               5124 |        |
| k8s-master-02:2379 | cc2c3b0e11f3279a |   1..9 |  5.1 MB |     false |      false |         3 |       5124 |               5124 |        |
| k8s-master-03:2379 | 409450d991a8d0ba |   1..9 |  5.1 MB |     false |      false |         3 |       5124 |               5124 |        |
+--------------------+------------------+---------+---------+-----------+------------+-----------+------------+--------------------+--------+

3..10 部署应用及验证

复制代码
[root@k8s-master-01 ~]# kubectl create deployment nginx --image=nginx
deployment.apps/nginx created
[root@k8s-master-01 ~]# kubectl expose deployment nginx --port=80 --type=NodePort
service/nginx exposed
[root@k8s-master-01 ~]# kubectl get pod,svc
NAME                         READY   STATUS    RESTARTS   AGE
pod/nginx-7854ff8877-7wxc8   1/1     Running   0          73s
​
NAME                 TYPE        CLUSTER-IP     EXTERNAL-IP   PORT(S)        AGE
service/kubernetes   ClusterIP   10.96.0.1      <none>        443/TCP        28m
service/nginx        NodePort    10.102.85.72   <none>        80:31585/TCP   72s
相关推荐
pk_xz12345618 分钟前
Shell 脚本中变量和字符串的入门介绍
linux·运维·服务器
小珑也要变强20 分钟前
Linux之sed命令详解
linux·运维·服务器
海绵波波10727 分钟前
Webserver(4.3)TCP通信实现
服务器·网络·tcp/ip
九河云2 小时前
AWS账号注册费用详解:新用户是否需要付费?
服务器·云计算·aws
Lary_Rock2 小时前
RK3576 LINUX RKNN SDK 测试
linux·运维·服务器
幺零九零零3 小时前
【计算机网络】TCP协议面试常考(一)
服务器·tcp/ip·计算机网络
热爱跑步的恒川3 小时前
【论文复现】基于图卷积网络的轻量化推荐模型
网络·人工智能·开源·aigc·ai编程
云飞云共享云桌面4 小时前
8位机械工程师如何共享一台图形工作站算力?
linux·服务器·网络
昌sit!5 小时前
K8S node节点没有相应的pod镜像运行故障处理办法
云原生·容器·kubernetes
追风林6 小时前
mac 本地docker-mysql主从复制部署
mysql·macos·docker