Dify+k8s运维智能体:单机Kubernetes部署

来自AI助手的总结
单机Kubernetes部署流程:环境准备、Containerd、Kubeadm、Calico安装与配置
Dify+k8s运维智能体:单机Kubernetes部署

一、部署单机 Kubernetes 前的准备工作

为了节省成本,这里我们可以部署一台单机版的k8s

机器配置建议:CUP:2c, 内存:4G, 磁盘:40G

1、关闭防火墙firewalld、selinux

2、设置主机名

设置/etc/hosts

3、关闭swap


swapoff -a

永久关闭,vi /etc/fstab 注释掉swap那行

4、将桥接的ipv4流量传递到iptables链

modprobe br_netfilter ##生成bridge相关内核参数

cat > /etc/sysctl.d/k8s.conf << EOF
net.bridge.bridge-nf-call-ip6tables = 1
net.bridge.bridge-nf-call-iptables = 1
net.ipv4.ip_forward = 1
EOF
sysctl --system # 生效

5、时间同步


yum install -y chrony;

systemctl start chronyd;

systemctl enable chronyd

二、安装 Containerd

1、安装yum-utils工具


yum install -y yum-utils

2、配置Docker官方的yum仓库,如果做过,可以跳过


yum-config-manager \

    --add-repo \    https://mirrors.aliyun.com/docker-ce/linux/centos/docker-ce.repo

3、安装containerd


yum install containerd.io -y

4、启动服务


systemctl enable containerd

systemctl start containerd

5、生成默认配置


containerd  config default > /etc/containerd/config.toml

6、修改配置


vi  /etc/containerd/config.toml

sandbox = "registry.cn-hangzhou.aliyuncs.com/google_containers/pause:3.10"   # 修改为阿里云镜像地址

SystemdCgroup = true         #搜索关键字SystemdCgroup, 默认值是false,改为true,这里不改,后面初始化会报错。

7、配置containerd镜像加速


vi  /etc/containerd/config.toml  ## 定位到 [plugins.'io.containerd.cri.v1.images'.registry]

下面的config_path改为:

config_path = "/etc/containerd/certs.d"

8、重启containerd服务


systemctl daemon-reload ; systemctl restart containerd

9、创建/etc/containerd/certs.d目录,并在其他设置要代理的镜像地址相关配置信息

docker hub镜像加速
mkdir -p /etc/containerd/certs.d/docker.io
cat > /etc/containerd/certs.d/docker.io/hosts.toml << EOF
server = "https://docker.io"
[host."https://docker.m.daocloud.io"]
capabilities = ["pull", "resolve"]
EOF
# registry.k8s.io镜像加速
mkdir -p /etc/containerd/certs.d/registry.k8s.io
tee /etc/containerd/certs.d/registry.k8s.io/hosts.toml << 'EOF'
server = "https://registry.k8s.io"
[host."https://k8s.m.daocloud.io"]
capabilities = ["pull", "resolve", "push"]
EOF
# gcr.io镜像加速
mkdir -p /etc/containerd/certs.d/gcr.io
tee /etc/containerd/certs.d/gcr.io/hosts.toml << 'EOF'
server = "https://gcr.io"
[host."https://gcr.m.daocloud.io"]
capabilities = ["pull", "resolve", "push"]
EOF
# quay.io镜像加速
mkdir -p /etc/containerd/certs.d/quay.io
tee /etc/containerd/certs.d/quay.io/hosts.toml << 'EOF'
server = "https://quay.io"
[host."https://quay.m.daocloud.io"]
capabilities = ["pull", "resolve", "push"]
EOF

三、配置 Kubernetes 仓库

cat <<EOF > /etc/yum.repos.d/kubernetes.repo
[kubernetes]
name=Kubernetes
baseurl=https://mirrors.aliyun.com/kubernetes-new/core/stable/v1.32/rpm/
enabled=1
gpgcheck=1
repo_gpgcheck=1
gpgkey=https://mirrors.aliyun.com/kubernetes-new/core/stable/v1.32/rpm/repodata/repomd.xml.key
EOF

说明:这个k8s的仓库为1.32,如果想要安装其它版本,需要修改配置文件中的版本号,将1.32改为其它,比如1.34

四、安装 kubeadm 和 kubelet

1、安装kubeadm和kubelet


yum install -y kubelet-1.32.4 kubeadm-1.32.4 kubectl-1.32.4

2、启动kubelet服务


systemctl start kubelet.service

systemctl enable kubelet.service

五、配置 crictl 连接 Containerd


crictl config --set runtime-endpoint=unix:///run/containerd/containerd.sock

六、初始化 Kubernetes 集群


kubeadm init --image-repository=registry.cn-hangzhou.aliyuncs.com/google_containers  --apiserver-advertise-address=192.168.222.129  --kubernetes-version=v1.32.4  --service-cidr=10.15.0.0/16  --pod-network-cidr=10.18.0.0/16

七、创建集群配置目录


mkdir -p $HOME/.kube

cp -i /etc/kubernetes/admin.conf $HOME/.kube/config

chown $(id -u):$(id -g) $HOME/.kube/config

获取节点信息:


kubectl get node 

kubectl get pod --all-namespaces

八、安装 Calico 网络

wget下载calico的yaml文件:

地址: https://raw.githubusercontent.com/projectcalico/calico/v3.25.0/manifests/calico.yaml

下载完后还需要修改⾥⾯定义 Pod ⽹络(CALICO_IPV4POOL_CIDR),与前⾯ kubeadm init 的 –podnetwork-cidr 指定的⼀样

vi  calico.yaml
# - name: CALICO_IPV4POOL_CIDR
# value: "192.168.0.0/16"
# 修改为:
- name: CALICO_IPV4POOL_CIDR
  value: "10.18.0.0/16"

修改镜像地址


sed -i 's/docker.io/docker.m.daocloud.io/' calico.yaml

部署


kubectl apply -f calico.yaml

查看


kubectl get pods -n kube-system

九、解除单节点调度限制


kubectl taint nodes --all node-role.kubernetes.io/control-plane-

  • 1.2 部署k8s mcp服务
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