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<title>使用StatefulSet部署用状态应用 · Kubernetes Handbook - jimmysong.io</title>
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<li class="header">前言</li>
<li class="chapter " data-level="1.1" data-path="../">
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<b>1.1.</b>
序言
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<b>1.2.</b>
Kubernetes与云原生应用概览
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<li class="header">概念与原理</li>
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<b>2.1.</b>
Kubernetes架构
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<b>2.2.</b>
设计理念
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<li class="chapter " data-level="2.3" data-path="../concepts/objects.html">
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<b>2.3.</b>
资源对象与基本概念解析
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<li class="chapter " data-level="2.3.1" data-path="../concepts/pod-overview.html">
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<b>2.3.1.</b>
Pod
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<li class="chapter " data-level="2.3.1.1" data-path="../concepts/pod.html">
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<b>2.3.1.1.</b>
Pod解析
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<li class="chapter " data-level="2.3.1.2" data-path="../concepts/init-containers.html">
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<b>2.3.1.2.</b>
Init容器
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<li class="chapter " data-level="2.3.1.3" data-path="../concepts/pod-security-policy.html">
<a href="../concepts/pod-security-policy.html">
<b>2.3.1.3.</b>
Pod安全策略
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<li class="chapter " data-level="2.3.1.4" data-path="../concepts/pod-lifecycle.html">
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<b>2.3.1.4.</b>
Pod的生命周期
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<b>2.3.2.</b>
Node
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<b>2.3.3.</b>
Namespace
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<a href="../concepts/service.html">
<b>2.3.4.</b>
Service
</a>
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<li class="chapter " data-level="2.3.5" data-path="../concepts/volume.html">
<a href="../concepts/volume.html">
<b>2.3.5.</b>
Volume和Persistent Volume
</a>
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<li class="chapter " data-level="2.3.6" data-path="../concepts/deployment.html">
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<b>2.3.6.</b>
Deployment
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<b>2.3.7.</b>
Secret
</a>
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<li class="chapter " data-level="2.3.8" data-path="../concepts/statefulset.html">
<a href="../concepts/statefulset.html">
<b>2.3.8.</b>
StatefulSet
</a>
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<li class="chapter " data-level="2.3.9" data-path="../concepts/daemonset.html">
<a href="../concepts/daemonset.html">
<b>2.3.9.</b>
DaemonSet
</a>
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<li class="chapter " data-level="2.3.10" data-path="../concepts/serviceaccount.html">
<a href="../concepts/serviceaccount.html">
<b>2.3.10.</b>
ServiceAccount
</a>
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<li class="chapter " data-level="2.3.11" data-path="../concepts/replicaset.html">
<a href="../concepts/replicaset.html">
<b>2.3.11.</b>
ReplicationController和ReplicaSet
</a>
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<li class="chapter " data-level="2.3.12" data-path="../concepts/job.html">
<a href="../concepts/job.html">
<b>2.3.12.</b>
Job
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<li class="chapter " data-level="2.3.13" data-path="../concepts/cronjob.html">
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<b>2.3.13.</b>
CronJob
</a>
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<li class="chapter " data-level="2.3.14" data-path="../concepts/ingress.html">
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<b>2.3.14.</b>
Ingress
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<b>2.3.15.</b>
ConfigMap
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<li class="chapter " data-level="2.3.15.1" data-path="../concepts/configmap-hot-update.html">
<a href="../concepts/configmap-hot-update.html">
<b>2.3.15.1.</b>
ConfigMap的热更新
</a>
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<li class="chapter " data-level="2.3.16" data-path="../concepts/horizontal-pod-autoscaling.html">
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<b>2.3.16.</b>
Horizontal Pod Autoscaling
</a>
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<li class="chapter " data-level="2.3.17" data-path="../concepts/label.html">
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<b>2.3.17.</b>
Label
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<li class="chapter " data-level="2.3.18" data-path="../concepts/garbage-collection.html">
<a href="../concepts/garbage-collection.html">
<b>2.3.18.</b>
垃圾收集
</a>
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<li class="chapter " data-level="2.3.19" data-path="../concepts/network-policy.html">
<a href="../concepts/network-policy.html">
<b>2.3.19.</b>
NetworkPolicy
</a>
</li>
<li class="chapter " data-level="2.3.20" data-path="../concepts/annotation.html">
<a href="../concepts/annotation.html">
<b>2.3.20.</b>
Annotation
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<li class="header">用户指南</li>
<li class="chapter " data-level="3.1" data-path="./">
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<b>3.1.</b>
用户指南
</a>
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<li class="chapter " data-level="3.2" data-path="resource-configuration.html">
<a href="resource-configuration.html">
<b>3.2.</b>
资源对象配置
</a>
<ul class="articles">
<li class="chapter " data-level="3.2.1" data-path="configure-liveness-readiness-probes.html">
<a href="configure-liveness-readiness-probes.html">
<b>3.2.1.</b>
配置Pod的liveness和readiness探针
</a>
</li>
<li class="chapter " data-level="3.2.2" data-path="configure-pod-service-account.html">
<a href="configure-pod-service-account.html">
<b>3.2.2.</b>
配置Pod的Service Account
</a>
</li>
<li class="chapter " data-level="3.2.3" data-path="secret-configuration.html">
<a href="secret-configuration.html">
<b>3.2.3.</b>
Secret配置
</a>
</li>
<li class="chapter " data-level="3.2.4" data-path="resource-quota-management.html">
<a href="resource-quota-management.html">
<b>3.2.4.</b>
管理namespace中的资源配额
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="3.3" data-path="command-usage.html">
<a href="command-usage.html">
<b>3.3.</b>
命令使用
</a>
<ul class="articles">
<li class="chapter " data-level="3.3.1" data-path="docker-cli-to-kubectl.html">
<a href="docker-cli-to-kubectl.html">
<b>3.3.1.</b>
docker用户过度到kubectl命令行指南
</a>
</li>
<li class="chapter " data-level="3.3.2" data-path="using-kubectl.html">
<a href="using-kubectl.html">
<b>3.3.2.</b>
kubectl命令概览
</a>
</li>
<li class="chapter " data-level="3.3.3" data-path="kubectl-cheatsheet.html">
<a href="kubectl-cheatsheet.html">
<b>3.3.3.</b>
kubectl命令技巧大全
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="3.4" data-path="cluster-security-management.html">
<a href="cluster-security-management.html">
<b>3.4.</b>
集群安全性管理
</a>
<ul class="articles">
<li class="chapter " data-level="3.4.1" data-path="managing-tls-in-a-cluster.html">
<a href="managing-tls-in-a-cluster.html">
<b>3.4.1.</b>
管理集群中的TLS
</a>
</li>
<li class="chapter " data-level="3.4.2" data-path="kubelet-authentication-authorization.html">
<a href="kubelet-authentication-authorization.html">
<b>3.4.2.</b>
kubelet的认证授权
</a>
</li>
<li class="chapter " data-level="3.4.3" data-path="tls-bootstrapping.html">
<a href="tls-bootstrapping.html">
<b>3.4.3.</b>
TLS bootstrap
</a>
</li>
<li class="chapter " data-level="3.4.4" data-path="kubectl-user-authentication-authorization.html">
<a href="kubectl-user-authentication-authorization.html">
<b>3.4.4.</b>
创建用户认证授权的kubeconfig文件
</a>
</li>
<li class="chapter " data-level="3.4.5" data-path="rbac.html">
<a href="rbac.html">
<b>3.4.5.</b>
RBAC——基于角色的访问控制
</a>
</li>
<li class="chapter " data-level="3.4.6" data-path="ip-masq-agent.html">
<a href="ip-masq-agent.html">
<b>3.4.6.</b>
IP伪装代理
</a>
</li>
<li class="chapter " data-level="3.4.7" data-path="auth-with-kubeconfig-or-token.html">
<a href="auth-with-kubeconfig-or-token.html">
<b>3.4.7.</b>
使用kubeconfig或token进行用户身份认证
</a>
</li>
<li class="chapter " data-level="3.4.8" data-path="authentication.html">
<a href="authentication.html">
<b>3.4.8.</b>
kubernetes中的用户与身份认证授权
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="3.5" data-path="access-kubernetes-cluster.html">
<a href="access-kubernetes-cluster.html">
<b>3.5.</b>
访问 Kubernetes 集群
</a>
<ul class="articles">
<li class="chapter " data-level="3.5.1" data-path="access-cluster.html">
<a href="access-cluster.html">
<b>3.5.1.</b>
访问集群
</a>
</li>
<li class="chapter " data-level="3.5.2" data-path="authenticate-across-clusters-kubeconfig.html">
<a href="authenticate-across-clusters-kubeconfig.html">
<b>3.5.2.</b>
使用 kubeconfig 文件配置跨集群认证
</a>
</li>
<li class="chapter " data-level="3.5.3" data-path="connecting-to-applications-port-forward.html">
<a href="connecting-to-applications-port-forward.html">
<b>3.5.3.</b>
通过端口转发访问集群中的应用程序
</a>
</li>
<li class="chapter " data-level="3.5.4" data-path="service-access-application-cluster.html">
<a href="service-access-application-cluster.html">
<b>3.5.4.</b>
使用 service 访问群集中的应用程序
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="3.6" data-path="application-development-deployment-flow.html">
<a href="application-development-deployment-flow.html">
<b>3.6.</b>
在kubernetes中开发部署应用
</a>
<ul class="articles">
<li class="chapter " data-level="3.6.1" data-path="deploy-applications-in-kubernetes.html">
<a href="deploy-applications-in-kubernetes.html">
<b>3.6.1.</b>
适用于kubernetes的应用开发部署流程
</a>
</li>
<li class="chapter " data-level="3.6.2" data-path="migrating-hadoop-yarn-to-kubernetes.html">
<a href="migrating-hadoop-yarn-to-kubernetes.html">
<b>3.6.2.</b>
迁移传统应用到kubernetes中——以Hadoop YARN为例
</a>
</li>
<li class="chapter active" data-level="3.6.3" data-path="using-statefulset.html">
<a href="using-statefulset.html">
<b>3.6.3.</b>
使用StatefulSet部署用状态应用
</a>
</li>
</ul>
</li>
<li class="header">最佳实践</li>
<li class="chapter " data-level="4.1" data-path="../practice/">
<a href="../practice/">
<b>4.1.</b>
最佳实践概览
</a>
</li>
<li class="chapter " data-level="4.2" data-path="../practice/install-kbernetes1.6-on-centos.html">
<a href="../practice/install-kbernetes1.6-on-centos.html">
<b>4.2.</b>
在CentOS上部署kubernetes1.6集群
</a>
<ul class="articles">
<li class="chapter " data-level="4.2.1" data-path="../practice/create-tls-and-secret-key.html">
<a href="../practice/create-tls-and-secret-key.html">
<b>4.2.1.</b>
创建TLS证书和秘钥
</a>
</li>
<li class="chapter " data-level="4.2.2" data-path="../practice/create-kubeconfig.html">
<a href="../practice/create-kubeconfig.html">
<b>4.2.2.</b>
创建kubeconfig文件
</a>
</li>
<li class="chapter " data-level="4.2.3" data-path="../practice/etcd-cluster-installation.html">
<a href="../practice/etcd-cluster-installation.html">
<b>4.2.3.</b>
创建高可用etcd集群
</a>
</li>
<li class="chapter " data-level="4.2.4" data-path="../practice/kubectl-installation.html">
<a href="../practice/kubectl-installation.html">
<b>4.2.4.</b>
安装kubectl命令行工具
</a>
</li>
<li class="chapter " data-level="4.2.5" data-path="../practice/master-installation.html">
<a href="../practice/master-installation.html">
<b>4.2.5.</b>
部署master节点
</a>
</li>
<li class="chapter " data-level="4.2.6" data-path="../practice/node-installation.html">
<a href="../practice/node-installation.html">
<b>4.2.6.</b>
部署node节点
</a>
</li>
<li class="chapter " data-level="4.2.7" data-path="../practice/kubedns-addon-installation.html">
<a href="../practice/kubedns-addon-installation.html">
<b>4.2.7.</b>
安装kubedns插件
</a>
</li>
<li class="chapter " data-level="4.2.8" data-path="../practice/dashboard-addon-installation.html">
<a href="../practice/dashboard-addon-installation.html">
<b>4.2.8.</b>
安装dashboard插件
</a>
</li>
<li class="chapter " data-level="4.2.9" data-path="../practice/heapster-addon-installation.html">
<a href="../practice/heapster-addon-installation.html">
<b>4.2.9.</b>
安装heapster插件
</a>
</li>
<li class="chapter " data-level="4.2.10" data-path="../practice/efk-addon-installation.html">
<a href="../practice/efk-addon-installation.html">
<b>4.2.10.</b>
安装EFK插件
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.3" data-path="../practice/service-discovery-and-loadbalancing.html">
<a href="../practice/service-discovery-and-loadbalancing.html">
<b>4.3.</b>
服务发现与负载均衡
</a>
<ul class="articles">
<li class="chapter " data-level="4.3.1" data-path="../practice/traefik-ingress-installation.html">
<a href="../practice/traefik-ingress-installation.html">
<b>4.3.1.</b>
安装Traefik ingress
</a>
</li>
<li class="chapter " data-level="4.3.2" data-path="../practice/distributed-load-test.html">
<a href="../practice/distributed-load-test.html">
<b>4.3.2.</b>
分布式负载测试
</a>
</li>
<li class="chapter " data-level="4.3.3" data-path="../practice/network-and-cluster-perfermance-test.html">
<a href="../practice/network-and-cluster-perfermance-test.html">
<b>4.3.3.</b>
网络和集群性能测试
</a>
</li>
<li class="chapter " data-level="4.3.4" data-path="../practice/edge-node-configuration.html">
<a href="../practice/edge-node-configuration.html">
<b>4.3.4.</b>
边缘节点配置
</a>
</li>
<li class="chapter " data-level="4.3.5" data-path="../practice/nginx-ingress-installation.html">
<a href="../practice/nginx-ingress-installation.html">
<b>4.3.5.</b>
安装Nginx ingress
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.4" data-path="../practice/operation.html">
<a href="../practice/operation.html">
<b>4.4.</b>
运维管理
</a>
<ul class="articles">
<li class="chapter " data-level="4.4.1" data-path="../practice/service-rolling-update.html">
<a href="../practice/service-rolling-update.html">
<b>4.4.1.</b>
服务滚动升级
</a>
</li>
<li class="chapter " data-level="4.4.2" data-path="../practice/app-log-collection.html">
<a href="../practice/app-log-collection.html">
<b>4.4.2.</b>
应用日志收集
</a>
</li>
<li class="chapter " data-level="4.4.3" data-path="../practice/configuration-best-practice.html">
<a href="../practice/configuration-best-practice.html">
<b>4.4.3.</b>
配置最佳实践
</a>
</li>
<li class="chapter " data-level="4.4.4" data-path="../practice/monitor.html">
<a href="../practice/monitor.html">
<b>4.4.4.</b>
集群及应用监控
</a>
</li>
<li class="chapter " data-level="4.4.5" data-path="../practice/data-persistence-problem.html">
<a href="../practice/data-persistence-problem.html">
<b>4.4.5.</b>
数据持久化问题
</a>
</li>
<li class="chapter " data-level="4.4.6" data-path="../practice/manage-compute-resources-container.html">
<a href="../practice/manage-compute-resources-container.html">
<b>4.4.6.</b>
管理容器的计算资源
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.5" data-path="../practice/storage.html">
<a href="../practice/storage.html">
<b>4.5.</b>
存储管理
</a>
<ul class="articles">
<li class="chapter " data-level="4.5.1" data-path="../practice/glusterfs.html">
<a href="../practice/glusterfs.html">
<b>4.5.1.</b>
GlusterFS
</a>
<ul class="articles">
<li class="chapter " data-level="4.5.1.1" data-path="../practice/using-glusterfs-for-persistent-storage.html">
<a href="../practice/using-glusterfs-for-persistent-storage.html">
<b>4.5.1.1.</b>
使用GlusterFS做持久化存储
</a>
</li>
<li class="chapter " data-level="4.5.1.2" data-path="../practice/storage-for-containers-using-glusterfs-with-openshift.html">
<a href="../practice/storage-for-containers-using-glusterfs-with-openshift.html">
<b>4.5.1.2.</b>
在OpenShift中使用GlusterFS做持久化存储
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.5.2" data-path="../practice/cephfs.html">
<a href="../practice/cephfs.html">
<b>4.5.2.</b>
CephFS
</a>
<ul class="articles">
<li class="chapter " data-level="4.5.2.1" data-path="../practice/using-ceph-for-persistent-storage.html">
<a href="../practice/using-ceph-for-persistent-storage.html">
<b>4.5.2.1.</b>
使用Ceph做持久化存储
</a>
</li>
</ul>
</li>
</ul>
</li>
<li class="chapter " data-level="4.6" data-path="../practice/monitoring.html">
<a href="../practice/monitoring.html">
<b>4.6.</b>
集群与应用监控
</a>
<ul class="articles">
<li class="chapter " data-level="4.6.1" data-path="../practice/heapster.html">
<a href="../practice/heapster.html">
<b>4.6.1.</b>
Heapster
</a>
<ul class="articles">
<li class="chapter " data-level="4.6.1.1" data-path="../practice/using-heapster-to-get-object-metrics.html">
<a href="../practice/using-heapster-to-get-object-metrics.html">
<b>4.6.1.1.</b>
使用Heapster获取集群和对象的metric数据
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.6.2" data-path="../practice/prometheus.html">
<a href="../practice/prometheus.html">
<b>4.6.2.</b>
Prometheus
</a>
<ul class="articles">
<li class="chapter " data-level="4.6.2.1" data-path="../practice/using-prometheus-to-monitor-kuberentes-cluster.html">
<a href="../practice/using-prometheus-to-monitor-kuberentes-cluster.html">
<b>4.6.2.1.</b>
使用Prometheus监控kubernetes集群
</a>
</li>
</ul>
</li>
</ul>
</li>
<li class="chapter " data-level="4.7" data-path="../practice/services-management-tool.html">
<a href="../practice/services-management-tool.html">
<b>4.7.</b>
服务编排管理
</a>
<ul class="articles">
<li class="chapter " data-level="4.7.1" data-path="../practice/helm.html">
<a href="../practice/helm.html">
<b>4.7.1.</b>
使用Helm管理kubernetes应用
</a>
</li>
<li class="chapter " data-level="4.7.2" data-path="../practice/create-private-charts-repo.html">
<a href="../practice/create-private-charts-repo.html">
<b>4.7.2.</b>
构建私有Chart仓库
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.8" data-path="../practice/ci-cd.html">
<a href="../practice/ci-cd.html">
<b>4.8.</b>
持续集成与发布
</a>
<ul class="articles">
<li class="chapter " data-level="4.8.1" data-path="../practice/jenkins-ci-cd.html">
<a href="../practice/jenkins-ci-cd.html">
<b>4.8.1.</b>
使用Jenkins进行持续集成与发布
</a>
</li>
<li class="chapter " data-level="4.8.2" data-path="../practice/drone-ci-cd.html">
<a href="../practice/drone-ci-cd.html">
<b>4.8.2.</b>
使用Drone进行持续集成与发布
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="4.9" data-path="../practice/update-and-upgrade.html">
<a href="../practice/update-and-upgrade.html">
<b>4.9.</b>
更新与升级
</a>
<ul class="articles">
<li class="chapter " data-level="4.9.1" data-path="../practice/manually-upgrade.html">
<a href="../practice/manually-upgrade.html">
<b>4.9.1.</b>
手动升级kubernetes集群
</a>
</li>
<li class="chapter " data-level="4.9.2" data-path="../practice/dashboard-upgrade.html">
<a href="../practice/dashboard-upgrade.html">
<b>4.9.2.</b>
升级dashboard
</a>
</li>
</ul>
</li>
<li class="header">领域应用</li>
<li class="chapter " data-level="5.1" data-path="../usecases/">
<a href="../usecases/">
<b>5.1.</b>
领域应用概览
</a>
</li>
<li class="chapter " data-level="5.2" data-path="../usecases/microservices.html">
<a href="../usecases/microservices.html">
<b>5.2.</b>
微服务架构
</a>
<ul class="articles">
<li class="chapter " data-level="5.2.1" data-path="../usecases/service-discovery-in-microservices.html">
<a href="../usecases/service-discovery-in-microservices.html">
<b>5.2.1.</b>
微服务中的服务发现
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="5.3" data-path="../usecases/service-mesh.html">
<a href="../usecases/service-mesh.html">
<b>5.3.</b>
Service Mesh 服务网格
</a>
<ul class="articles">
<li class="chapter " data-level="5.3.1" data-path="../usecases/istio.html">
<a href="../usecases/istio.html">
<b>5.3.1.</b>
Istio
</a>
<ul class="articles">
<li class="chapter " data-level="5.3.1.1" data-path="../usecases/istio-installation.html">
<a href="../usecases/istio-installation.html">
<b>5.3.1.1.</b>
安装并试用Istio service mesh
</a>
</li>
<li class="chapter " data-level="5.3.1.2" data-path="../usecases/configuring-request-routing.html">
<a href="../usecases/configuring-request-routing.html">
<b>5.3.1.2.</b>
配置请求的路由规则
</a>
</li>
<li class="chapter " data-level="5.3.1.3" data-path="../usecases/install-and-expand-istio-mesh.html">
<a href="../usecases/install-and-expand-istio-mesh.html">
<b>5.3.1.3.</b>
安装和拓展Istio service mesh
</a>
</li>
<li class="chapter " data-level="5.3.1.4" data-path="../usecases/integrating-vms.html">
<a href="../usecases/integrating-vms.html">
<b>5.3.1.4.</b>
集成虚拟机
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="5.3.2" data-path="../usecases/linkerd.html">
<a href="../usecases/linkerd.html">
<b>5.3.2.</b>
Linkerd
</a>
<ul class="articles">
<li class="chapter " data-level="5.3.2.1" data-path="../usecases/linkerd-user-guide.html">
<a href="../usecases/linkerd-user-guide.html">
<b>5.3.2.1.</b>
Linkerd 使用指南
</a>
</li>
</ul>
</li>
</ul>
</li>
<li class="chapter " data-level="5.4" data-path="../usecases/big-data.html">
<a href="../usecases/big-data.html">
<b>5.4.</b>
大数据
</a>
<ul class="articles">
<li class="chapter " data-level="5.4.1" data-path="../usecases/spark-standalone-on-kubernetes.html">
<a href="../usecases/spark-standalone-on-kubernetes.html">
<b>5.4.1.</b>
Spark standalone on Kubernetes
</a>
</li>
<li class="chapter " data-level="5.4.2" data-path="../usecases/running-spark-with-kubernetes-native-scheduler.html">
<a href="../usecases/running-spark-with-kubernetes-native-scheduler.html">
<b>5.4.2.</b>
运行支持kubernetes原生调度的Spark程序
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="5.5" data-path="../usecases/serverless.html">
<a href="../usecases/serverless.html">
<b>5.5.</b>
Serverless架构
</a>
</li>
<li class="chapter " data-level="5.6" data-path="../usecases/edge-computing.html">
<a href="../usecases/edge-computing.html">
<b>5.6.</b>
边缘计算
</a>
</li>
<li class="header">开发指南</li>
<li class="chapter " data-level="6.1" data-path="../develop/">
<a href="../develop/">
<b>6.1.</b>
开发指南概览
</a>
</li>
<li class="chapter " data-level="6.2" data-path="../develop/developing-environment.html">
<a href="../develop/developing-environment.html">
<b>6.2.</b>
开发环境搭建
</a>
</li>
<li class="chapter " data-level="6.3" data-path="../develop/testing.html">
<a href="../develop/testing.html">
<b>6.3.</b>
单元测试和集成测试
</a>
</li>
<li class="chapter " data-level="6.4" data-path="../develop/client-go-sample.html">
<a href="../develop/client-go-sample.html">
<b>6.4.</b>
client-go示例
</a>
</li>
<li class="chapter " data-level="6.5" data-path="../develop/contribute.html">
<a href="../develop/contribute.html">
<b>6.5.</b>
社区贡献
</a>
</li>
<li class="chapter " data-level="6.6" data-path="../develop/minikube.html">
<a href="../develop/minikube.html">
<b>6.6.</b>
Minikube
</a>
</li>
<li class="header">附录</li>
<li class="chapter " data-level="7.1" data-path="../appendix/">
<a href="../appendix/">
<b>7.1.</b>
附录说明
</a>
</li>
<li class="chapter " data-level="7.2" data-path="../appendix/debug-kubernetes-services.html">
<a href="../appendix/debug-kubernetes-services.html">
<b>7.2.</b>
Kubernetes中的应用故障排查
</a>
</li>
<li class="chapter " data-level="7.3" data-path="../appendix/material-share.html">
<a href="../appendix/material-share.html">
<b>7.3.</b>
Kubernetes相关资讯和情报链接
</a>
</li>
<li class="chapter " data-level="7.4" data-path="../appendix/docker-best-practice.html">
<a href="../appendix/docker-best-practice.html">
<b>7.4.</b>
Docker最佳实践
</a>
</li>
<li class="chapter " data-level="7.5" data-path="../appendix/tricks.html">
<a href="../appendix/tricks.html">
<b>7.5.</b>
使用技巧
</a>
</li>
<li class="chapter " data-level="7.6" data-path="../appendix/issues.html">
<a href="../appendix/issues.html">
<b>7.6.</b>
问题记录
</a>
</li>
<li class="divider"></li>
<li>
<a href="https://www.gitbook.com" target="blank" class="gitbook-link">
本书使用 GitBook 发布
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<h1>
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<a href=".." >使用StatefulSet部署用状态应用</a>
</h1>
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<section class="normal markdown-section">
<h1 id="&#x4F7F;&#x7528;statefulset&#x90E8;&#x7F72;&#x6709;&#x72B6;&#x6001;&#x5E94;&#x7528;">&#x4F7F;&#x7528;StatefulSet&#x90E8;&#x7F72;&#x6709;&#x72B6;&#x6001;&#x5E94;&#x7528;</h1>
<p><a href="../concepts/statefulset.html">StatefulSet</a> &#x8FD9;&#x4E2A;&#x5BF9;&#x8C61;&#x662F;&#x4E13;&#x95E8;&#x7528;&#x6765;&#x90E8;&#x7F72;&#x7528;&#x72B6;&#x6001;&#x5E94;&#x7528;&#x7684;&#xFF0C;&#x53EF;&#x4EE5;&#x4E3A;Pod&#x63D0;&#x4F9B;&#x7A33;&#x5B9A;&#x7684;&#x8EAB;&#x4EFD;&#x6807;&#x8BC6;&#xFF0C;&#x5305;&#x62EC;hostname&#x3001;&#x542F;&#x52A8;&#x987A;&#x5E8F;&#x3001;DNS&#x540D;&#x79F0;&#x7B49;&#x3002;</p>
<p>&#x4E0B;&#x9762;&#x4EE5;&#x5728;kubernetes1.6&#x7248;&#x672C;&#x4E2D;&#x90E8;&#x7F72;zookeeper&#x548C;kafka&#x4E3A;&#x4F8B;&#x8BB2;&#x89E3;StatefulSet&#x7684;&#x4F7F;&#x7528;&#xFF0C;&#x5176;&#x4E2D;kafka&#x4F9D;&#x8D56;&#x4E8E;zookeeper&#x3002;</p>
<p>Dockerfile&#x548C;&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#x89C1; <a href="https://github.com/rootsongjc/kubernetes-handbook/tree/master/manifests/zookeeper" target="_blank">zookeeper</a> &#x548C; <a href="https://github.com/rootsongjc/kubernetes-handbook/tree/master/manifests/kafka" target="_blank">kafka</a>&#x3002;</p>
<p><strong>&#x6CE8;&#xFF1A;</strong>&#x6240;&#x6709;&#x7684;&#x955C;&#x50CF;&#x57FA;&#x4E8E;CentOS&#x7CFB;&#x7EDF;&#x7684;JDK&#x5236;&#x4F5C;&#xFF0C;&#x4E3A;&#x6211;&#x7684;&#x79C1;&#x4EBA;&#x955C;&#x50CF;&#xFF0C;&#x5916;&#x90E8;&#x65E0;&#x6CD5;&#x8BBF;&#x95EE;&#xFF0C;yaml&#x4E2D;&#x6CA1;&#x6709;&#x914D;&#x7F6E;&#x6301;&#x4E45;&#x5316;&#x5B58;&#x50A8;&#x3002;</p>
<h2 id="&#x90E8;&#x7F72;zookeeper">&#x90E8;&#x7F72;Zookeeper</h2>
<p>Dockerfile&#x4E2D;&#x4ECE;&#x8FDC;&#x7A0B;&#x83B7;&#x53D6;zookeeper&#x7684;&#x5B89;&#x88C5;&#x6587;&#x4EF6;&#xFF0C;&#x7136;&#x540E;&#x5728;&#x5B9A;&#x4E49;&#x4E86;&#x4E09;&#x4E2A;&#x811A;&#x672C;&#xFF1A;</p>
<ul>
<li>zkGenConfig.sh&#xFF1A;&#x751F;&#x6210;zookeeper&#x914D;&#x7F6E;&#x6587;&#x4EF6;</li>
<li>zkMetrics.sh&#xFF1A;&#x83B7;&#x53D6;zookeeper&#x7684;metrics</li>
<li>zkOk.sh&#xFF1A;&#x7528;&#x6765;&#x505A;ReadinessProb</li>
</ul>
<p>&#x6211;&#x4EEC;&#x5728;&#x6765;&#x770B;&#x4E0B;&#x8FD9;&#x4E09;&#x4E2A;&#x811A;&#x672C;&#x7684;&#x6267;&#x884C;&#x7ED3;&#x679C;&#xFF1A;</p>
<p>zkGenConfig.sh</p>
<p>zkMetrics.sh&#x811A;&#x672C;&#x5B9E;&#x9645;&#x4E0A;&#x6267;&#x884C;&#x7684;&#x662F;&#x4E0B;&#x9762;&#x7684;&#x547D;&#x4EE4;&#xFF1A;</p>
<pre><code class="lang-bash">$ <span class="hljs-built_in">echo</span> mntr | nc localhost <span class="hljs-variable">$ZK_CLIENT_PORT</span> &gt;&amp; 1
zk_version 3.4.6-1569965, built on 02/20/2014 09:09 GMT
zk_avg_latency 0
zk_max_latency 5
zk_min_latency 0
zk_packets_received 427879
zk_packets_sent 427890
zk_num_alive_connections 3
zk_outstanding_requests 0
zk_server_state leader
zk_znode_count 18
zk_watch_count 3
zk_ephemerals_count 4
zk_approximate_data_size 613
zk_open_file_descriptor_count 29
zk_max_file_descriptor_count 1048576
zk_followers 1
zk_synced_followers 1
zk_pending_syncs 0
</code></pre>
<p>zkOk.sh&#x811A;&#x672C;&#x5B9E;&#x9645;&#x4E0A;&#x6267;&#x884C;&#x7684;&#x662F;&#x4E0B;&#x9762;&#x7684;&#x547D;&#x4EE4;&#xFF1A;</p>
<pre><code class="lang-bash">$ <span class="hljs-built_in">echo</span> ruok | nc 127.0.0.1 <span class="hljs-variable">$ZK_CLIENT_PORT</span>
imok
</code></pre>
<p><strong>zookeeper.yaml</strong></p>
<p>&#x4E0B;&#x9762;&#x662F;&#x542F;&#x52A8;&#x4E09;&#x4E2A;zookeeper&#x5B9E;&#x4F8B;&#x7684;yaml&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#xFF1A;</p>
<pre><code class="lang-yaml"><span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> Service
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> zk-svc
<span class="hljs-attr"> labels:</span>
<span class="hljs-attr"> app:</span> zk-svc
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> ports:</span>
<span class="hljs-attr"> - port:</span> <span class="hljs-number">2888</span>
<span class="hljs-attr"> name:</span> server
<span class="hljs-attr"> - port:</span> <span class="hljs-number">3888</span>
<span class="hljs-attr"> name:</span> leader-election
<span class="hljs-attr"> clusterIP:</span> None
<span class="hljs-attr"> selector:</span>
<span class="hljs-attr"> app:</span> zk
<span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> ConfigMap
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr">data:</span>
jvm.heap: <span class="hljs-string">&quot;1G&quot;</span>
<span class="hljs-attr"> tick:</span> <span class="hljs-string">&quot;2000&quot;</span>
<span class="hljs-attr"> init:</span> <span class="hljs-string">&quot;10&quot;</span>
<span class="hljs-attr"> sync:</span> <span class="hljs-string">&quot;5&quot;</span>
client.cnxns: <span class="hljs-string">&quot;60&quot;</span>
snap.retain: <span class="hljs-string">&quot;3&quot;</span>
purge.interval: <span class="hljs-string">&quot;0&quot;</span>
<span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> policy/v1beta1
<span class="hljs-attr">kind:</span> PodDisruptionBudget
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> zk-pdb
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> selector:</span>
<span class="hljs-attr"> matchLabels:</span>
<span class="hljs-attr"> app:</span> zk
<span class="hljs-attr"> minAvailable:</span> <span class="hljs-number">2</span>
<span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> apps/v1beta1
<span class="hljs-attr">kind:</span> StatefulSet
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> zk
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> serviceName:</span> zk-svc
<span class="hljs-attr"> replicas:</span> <span class="hljs-number">3</span>
<span class="hljs-attr"> template:</span>
<span class="hljs-attr"> metadata:</span>
<span class="hljs-attr"> labels:</span>
<span class="hljs-attr"> app:</span> zk
<span class="hljs-attr"> spec:</span>
<span class="hljs-attr"> affinity:</span>
<span class="hljs-attr"> podAntiAffinity:</span>
<span class="hljs-attr"> requiredDuringSchedulingIgnoredDuringExecution:</span>
<span class="hljs-attr"> - labelSelector:</span>
<span class="hljs-attr"> matchExpressions:</span>
<span class="hljs-attr"> - key:</span> <span class="hljs-string">&quot;app&quot;</span>
<span class="hljs-attr"> operator:</span> In
<span class="hljs-attr"> values:</span>
<span class="hljs-bullet"> -</span> zk
<span class="hljs-attr"> topologyKey:</span> <span class="hljs-string">&quot;kubernetes.io/hostname&quot;</span>
<span class="hljs-attr"> containers:</span>
<span class="hljs-attr"> - name:</span> k8szk
<span class="hljs-attr"> imagePullPolicy:</span> Always
<span class="hljs-attr"> image:</span> sz-pg-oam-docker-hub<span class="hljs-bullet">-001.</span>tendcloud.com/library/zookeeper:<span class="hljs-number">3.4</span><span class="hljs-number">.6</span>
<span class="hljs-attr"> resources:</span>
<span class="hljs-attr"> requests:</span>
<span class="hljs-attr"> memory:</span> <span class="hljs-string">&quot;2Gi&quot;</span>
<span class="hljs-attr"> cpu:</span> <span class="hljs-string">&quot;500m&quot;</span>
<span class="hljs-attr"> ports:</span>
<span class="hljs-attr"> - containerPort:</span> <span class="hljs-number">2181</span>
<span class="hljs-attr"> name:</span> client
<span class="hljs-attr"> - containerPort:</span> <span class="hljs-number">2888</span>
<span class="hljs-attr"> name:</span> server
<span class="hljs-attr"> - containerPort:</span> <span class="hljs-number">3888</span>
<span class="hljs-attr"> name:</span> leader-election
<span class="hljs-attr"> env:</span>
<span class="hljs-bullet"> -</span> name : ZK_REPLICAS
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;3&quot;</span>
<span class="hljs-bullet"> -</span> name : ZK_HEAP_SIZE
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> jvm.heap
<span class="hljs-bullet"> -</span> name : ZK_TICK_TIME
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> tick
<span class="hljs-bullet"> -</span> name : ZK_INIT_LIMIT
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> init
<span class="hljs-bullet"> -</span> name : ZK_SYNC_LIMIT
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> tick
<span class="hljs-bullet"> -</span> name : ZK_MAX_CLIENT_CNXNS
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> client.cnxns
<span class="hljs-attr"> - name:</span> ZK_SNAP_RETAIN_COUNT
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> snap.retain
<span class="hljs-attr"> - name:</span> ZK_PURGE_INTERVAL
<span class="hljs-attr"> valueFrom:</span>
<span class="hljs-attr"> configMapKeyRef:</span>
<span class="hljs-attr"> name:</span> zk-cm
<span class="hljs-attr"> key:</span> purge.interval
<span class="hljs-attr"> - name:</span> ZK_CLIENT_PORT
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;2181&quot;</span>
<span class="hljs-attr"> - name:</span> ZK_SERVER_PORT
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;2888&quot;</span>
<span class="hljs-attr"> - name:</span> ZK_ELECTION_PORT
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;3888&quot;</span>
<span class="hljs-attr"> command:</span>
<span class="hljs-bullet"> -</span> sh
<span class="hljs-bullet"> -</span> -c
<span class="hljs-bullet"> -</span> zkGenConfig.sh &amp;&amp; zkServer.sh start-foreground
<span class="hljs-attr"> readinessProbe:</span>
<span class="hljs-attr"> exec:</span>
<span class="hljs-attr"> command:</span>
<span class="hljs-bullet"> -</span> <span class="hljs-string">&quot;zkOk.sh&quot;</span>
<span class="hljs-attr"> initialDelaySeconds:</span> <span class="hljs-number">10</span>
<span class="hljs-attr"> timeoutSeconds:</span> <span class="hljs-number">5</span>
<span class="hljs-attr"> livenessProbe:</span>
<span class="hljs-attr"> exec:</span>
<span class="hljs-attr"> command:</span>
<span class="hljs-bullet"> -</span> <span class="hljs-string">&quot;zkOk.sh&quot;</span>
<span class="hljs-attr"> initialDelaySeconds:</span> <span class="hljs-number">10</span>
<span class="hljs-attr"> timeoutSeconds:</span> <span class="hljs-number">5</span>
<span class="hljs-attr"> securityContext:</span>
<span class="hljs-attr"> runAsUser:</span> <span class="hljs-number">1000</span>
<span class="hljs-attr"> fsGroup:</span> <span class="hljs-number">1000</span>
</code></pre>
<p>&#x6211;&#x4EEC;&#x518D;&#x4E3B;&#x8981;&#x4E0B;&#x4E0A;&#x9762;&#x90A3;&#x4E09;&#x4E2A;&#x811A;&#x672C;&#x7684;&#x7528;&#x9014;&#x3002;</p>
<h2 id="&#x90E8;&#x7F72;kafka">&#x90E8;&#x7F72;kafka</h2>
<p>Kafka&#x7684;docker&#x955C;&#x50CF;&#x5236;&#x4F5C;&#x8DDF;zookeeper&#x7C7B;&#x4F3C;&#xFF0C;&#x90FD;&#x662F;&#x4ECE;&#x8FDC;&#x7A0B;&#x4E0B;&#x8F7D;&#x5B89;&#x88C5;&#x5305;&#x540E;&#xFF0C;&#x89E3;&#x538B;&#x5B89;&#x88C5;&#x3002;</p>
<p>&#x4E0E;zookeeper&#x4E0D;&#x540C;&#x7684;&#x662F;&#xFF0C;&#x53EA;&#x8981;&#x4E00;&#x4E2A;&#x811A;&#x672C;&#xFF0C;&#x4F46;&#x662F;&#x53C8;&#x4F9D;&#x8D56;&#x4E8E;&#x6211;&#x4EEC;&#x4E0A;&#x4E00;&#x6B65;&#x5B89;&#x88C5;&#x7684;zookeeper&#xFF0C;kafkaGenConfig.sh&#x7528;&#x6765;&#x751F;&#x6210;kafka&#x7684;&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#x3002;</p>
<p>&#x6211;&#x4EEC;&#x6765;&#x770B;&#x4E0B;&#x8FD9;&#x4E2A;&#x811A;&#x672C;&#x3002;</p>
<pre><code class="lang-bash"><span class="hljs-meta">#!/bin/bash</span>
HOST=`hostname <span class="hljs-_">-s</span>`
<span class="hljs-keyword">if</span> [[ <span class="hljs-variable">$HOST</span> =~ (.*)-([0-9]+)$ ]]; <span class="hljs-keyword">then</span>
NAME=<span class="hljs-variable">${BASH_REMATCH[1]}</span>
ORD=<span class="hljs-variable">${BASH_REMATCH[2]}</span>
<span class="hljs-keyword">else</span>
<span class="hljs-built_in">echo</span> <span class="hljs-string">&quot;Failed to extract ordinal from hostname <span class="hljs-variable">$HOST</span>&quot;</span>
<span class="hljs-built_in">exit</span> 1
<span class="hljs-keyword">fi</span>
MY_ID=$((ORD+1))
sed -i s<span class="hljs-string">&quot;/broker.id=0/broker.id=<span class="hljs-variable">$MY_ID</span>/g&quot;</span> /opt/kafka/config/server.properties
sed -i s<span class="hljs-string">&apos;/zookeeper.connect=localhost:2181/zookeeper.connect=zk-0.zk-svc.brand.svc:2181,zk-1.zk-svc.brand.svc:2181,zk-2.zk-svc.brand.svc:2181/g&apos;</span> /opt/kafka/config/server.properties
</code></pre>
<p>&#x8BE5;&#x811A;&#x672C;&#x6839;&#x636E;statefulset&#x751F;&#x6210;&#x7684;pod&#x7684;hostname&#x7684;&#x540E;&#x534A;&#x622A;&#x6570;&#x5B57;&#x90E8;&#x5206;&#x4F5C;&#x4E3A;broker ID&#xFF0C;&#x540C;&#x65F6;&#x518D;&#x66FF;&#x6362;zookeeper&#x7684;&#x5730;&#x5740;&#x3002;</p>
<p><strong>Kafka.yaml</strong></p>
<p>&#x4E0B;&#x9762;&#x662F;&#x521B;&#x5EFA;3&#x4E2A;kafka&#x5B9E;&#x4F8B;&#x7684;yaml&#x914D;&#x7F6E;&#x3002;</p>
<pre><code class="lang-yaml"><span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> Service
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> kafka-svc
<span class="hljs-attr"> labels:</span>
<span class="hljs-attr"> app:</span> kafka
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> ports:</span>
<span class="hljs-attr"> - port:</span> <span class="hljs-number">9093</span>
<span class="hljs-attr"> name:</span> server
<span class="hljs-attr"> clusterIP:</span> None
<span class="hljs-attr"> selector:</span>
<span class="hljs-attr"> app:</span> kafka
<span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> policy/v1beta1
<span class="hljs-attr">kind:</span> PodDisruptionBudget
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> kafka-pdb
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> selector:</span>
<span class="hljs-attr"> matchLabels:</span>
<span class="hljs-attr"> app:</span> kafka
<span class="hljs-attr"> minAvailable:</span> <span class="hljs-number">2</span>
<span class="hljs-meta">---</span>
<span class="hljs-attr">apiVersion:</span> apps/v1beta1
<span class="hljs-attr">kind:</span> StatefulSet
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> kafka
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> serviceName:</span> kafka-svc
<span class="hljs-attr"> replicas:</span> <span class="hljs-number">3</span>
<span class="hljs-attr"> template:</span>
<span class="hljs-attr"> metadata:</span>
<span class="hljs-attr"> labels:</span>
<span class="hljs-attr"> app:</span> kafka
<span class="hljs-attr"> spec:</span>
<span class="hljs-attr"> affinity:</span>
<span class="hljs-attr"> podAntiAffinity:</span>
<span class="hljs-attr"> requiredDuringSchedulingIgnoredDuringExecution:</span>
<span class="hljs-attr"> - labelSelector:</span>
<span class="hljs-attr"> matchExpressions:</span>
<span class="hljs-attr"> - key:</span> <span class="hljs-string">&quot;app&quot;</span>
<span class="hljs-attr"> operator:</span> In
<span class="hljs-attr"> values:</span>
<span class="hljs-bullet"> -</span> kafka
<span class="hljs-attr"> topologyKey:</span> <span class="hljs-string">&quot;kubernetes.io/hostname&quot;</span>
<span class="hljs-attr"> podAffinity:</span>
<span class="hljs-attr"> preferredDuringSchedulingIgnoredDuringExecution:</span>
<span class="hljs-attr"> - weight:</span> <span class="hljs-number">1</span>
<span class="hljs-attr"> podAffinityTerm:</span>
<span class="hljs-attr"> labelSelector:</span>
<span class="hljs-attr"> matchExpressions:</span>
<span class="hljs-attr"> - key:</span> <span class="hljs-string">&quot;app&quot;</span>
<span class="hljs-attr"> operator:</span> In
<span class="hljs-attr"> values:</span>
<span class="hljs-bullet"> -</span> zk
<span class="hljs-attr"> topologyKey:</span> <span class="hljs-string">&quot;kubernetes.io/hostname&quot;</span>
<span class="hljs-attr"> terminationGracePeriodSeconds:</span> <span class="hljs-number">300</span>
<span class="hljs-attr"> containers:</span>
<span class="hljs-attr"> - name:</span> k8skafka
<span class="hljs-attr"> imagePullPolicy:</span> Always
<span class="hljs-attr"> image:</span> sz-pg-oam-docker-hub<span class="hljs-bullet">-001.</span>tendcloud.com/library/kafka:<span class="hljs-number">2.10</span><span class="hljs-bullet">-0.8</span><span class="hljs-number">.2</span><span class="hljs-number">.1</span>
<span class="hljs-attr"> resources:</span>
<span class="hljs-attr"> requests:</span>
<span class="hljs-attr"> memory:</span> <span class="hljs-string">&quot;1Gi&quot;</span>
<span class="hljs-attr"> cpu:</span> <span class="hljs-number">500</span>m
<span class="hljs-attr"> env:</span>
<span class="hljs-attr"> - name:</span> KF_REPLICAS
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;3&quot;</span>
<span class="hljs-attr"> ports:</span>
<span class="hljs-attr"> - containerPort:</span> <span class="hljs-number">9093</span>
<span class="hljs-attr"> name:</span> server
<span class="hljs-attr"> command:</span>
<span class="hljs-bullet"> -</span> /bin/bash
<span class="hljs-bullet"> -</span> -c
<span class="hljs-bullet"> -</span> <span class="hljs-string">&quot;/opt/kafka/bin/kafkaGenConfig.sh &amp;&amp; /opt/kafka/bin/kafka-server-start.sh /opt/kafka/config/server.properties&quot;</span>
<span class="hljs-attr"> env:</span>
<span class="hljs-attr"> - name:</span> KAFKA_HEAP_OPTS
value : <span class="hljs-string">&quot;-Xmx512M -Xms512M&quot;</span>
<span class="hljs-attr"> - name:</span> KAFKA_OPTS
<span class="hljs-attr"> value:</span> <span class="hljs-string">&quot;-Dlogging.level=DEBUG&quot;</span>
<span class="hljs-attr"> readinessProbe:</span>
<span class="hljs-attr"> tcpSocket:</span>
<span class="hljs-attr"> port:</span> <span class="hljs-number">9092</span>
<span class="hljs-attr"> initialDelaySeconds:</span> <span class="hljs-number">15</span>
<span class="hljs-attr"> timeoutSeconds:</span> <span class="hljs-number">1</span>
</code></pre>
<h2 id="&#x53C2;&#x8003;">&#x53C2;&#x8003;</h2>
<p><a href="https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/" target="_blank">https://kubernetes.io/docs/concepts/workloads/controllers/statefulset/</a></p>
<p><a href="https://github.com/kubernetes/contrib/tree/master/statefulsets" target="_blank">kubernetes contrib - statefulsets</a></p>
<p><a href="http://blog.kubernetes.io/2017/01/running-mongodb-on-kubernetes-with-statefulsets.html" target="_blank">http://blog.kubernetes.io/2017/01/running-mongodb-on-kubernetes-with-statefulsets.html</a> </p>
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_CAPTION_","label":"Grafana界面示意图3","attributes":{},"skip":false,"key":"1.2.14"},{"backlink":"cloud-native/kubernetes-and-cloud-native-app-overview.html#fig1.2.15","level":"1.2","list_caption":"Figure: dashboard","alt":"dashboard","nro":15,"url":"../images/spark-job-on-kubernetes-example-1.jpg","index":15,"caption_template":"图片 - _CAPTION_","label":"dashboard","attributes":{},"skip":false,"key":"1.2.15"},{"backlink":"cloud-native/kubernetes-and-cloud-native-app-overview.html#fig1.2.16","level":"1.2","list_caption":"Figure: Grafana","alt":"Grafana","nro":16,"url":"../images/spark-job-on-kubernetes-example-2.jpg","index":16,"caption_template":"图片 - _CAPTION_","label":"Grafana","attributes":{},"skip":false,"key":"1.2.16"},{"backlink":"concepts/index.html#fig2.1.1","level":"2.1","list_caption":"Figure: Borg架构","alt":"Borg架构","nro":17,"url":"../images/borg.png","index":1,"caption_template":"图片 - _CAPTION_","label":"Borg架构","attributes":{},"skip":false,"key":"2.1.1"},{"backlink":"concepts/index.html#fig2.1.2","level":"2.1","list_caption":"Figure: Kubernetes架构","alt":"Kubernetes架构","nro":18,"url":"../images/architecture.png","index":2,"caption_template":"图片 - 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