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1. 前言
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2. 概念原理
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2.1 设计理念
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2.2 Objects
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2.2.1 Pod
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2.2.1.1 Pod解析
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2.2.1.2 Init容器
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2.2.1.3 Pod安全策略
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2.2.1.4 Pod的生命周期
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2.2.2 Node
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2.2.3 Namespace
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2.2.4 Service
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2.2.5 Volume和Persistent Volume
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2.2.6 Deployment
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2.2.7 Secret
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2.2.8 StatefulSet
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2.2.9 DaemonSet
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2.2.10 ServiceAccount
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2.2.11 ReplicationController和ReplicaSet
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2.2.12 Job
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2.2.13 CronJob
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2.2.14 Ingress
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2.2.15 ConfigMap
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2.2.16 Horizontal Pod Autoscaling
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2.2.17 Label
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2.2.18 垃圾收集
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2.2.19 NetworkPolicy
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3. 用户指南
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3.1 资源配置
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3.1.1 配置Pod的liveness和readiness探针
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3.1.2 配置Pod的Service Account
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3.2 命令使用
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3.2.1 使用kubectl
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3.2.2 docker用户过度到kubectl命令行指南
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3.3 集群安全性管理
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3.3.1 管理集群中的TLS
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3.3.2 kubelet的认证授权
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3.3.3 TLS bootstrap
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3.3.4 kubectl的用户认证授权
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3.3.5 RBAC——基于角色的访问控制
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3.3.6 IP伪装代理
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3.4 访问 Kubernetes 集群
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3.4.1 访问集群
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3.4.2 使用 kubeconfig 文件配置跨集群认证
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3.4.3 通过端口转发访问集群中的应用程序
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<li class="chapter " data-level="1.3.4.4" data-path="service-access-application-cluster.html">
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3.4.4 使用 service 访问群集中的应用程序
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<li class="chapter " data-level="1.3.5" data-path="application-development-deployment-flow.html">
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3.5 在kubernetes中开发部署应用
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<li class="chapter active" data-level="1.3.5.1" data-path="deploy-applications-in-kubernetes.html">
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3.5.1 适用于kubernetes的应用开发部署流程
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<li class="chapter " data-level="1.3.5.2" data-path="migrating-hadoop-yarn-to-kubernetes.html">
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3.5.2 迁移传统应用到kubernetes中——以Hadoop YARN为例
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4. 最佳实践
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4.1 在CentOS上部署kubernetes1.6集群
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4.1.1 创建TLS证书和秘钥
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4.1.2 创建kubeconfig文件
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4.1.3 创建高可用etcd集群
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4.1.4 安装kubectl命令行工具
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4.1.5 部署master节点
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4.1.6 部署node节点
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4.1.7 安装kubedns插件
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<li class="chapter " data-level="1.4.1.8" data-path="../practice/dashboard-addon-installation.html">
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4.1.8 安装dashboard插件
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<li class="chapter " data-level="1.4.1.9" data-path="../practice/heapster-addon-installation.html">
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4.1.9 安装heapster插件
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<li class="chapter " data-level="1.4.1.10" data-path="../practice/efk-addon-installation.html">
<a href="../practice/efk-addon-installation.html">
4.1.10 安装EFK插件
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<li class="chapter " data-level="1.4.2" data-path="../practice/service-discovery-and-loadbalancing.html">
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4.2 服务发现与负载均衡
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<li class="chapter " data-level="1.4.2.1" data-path="../practice/traefik-ingress-installation.html">
<a href="../practice/traefik-ingress-installation.html">
4.2.1 安装Traefik ingress
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<li class="chapter " data-level="1.4.2.2" data-path="../practice/distributed-load-test.html">
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4.2.2 分布式负载测试
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<li class="chapter " data-level="1.4.2.3" data-path="../practice/network-and-cluster-perfermance-test.html">
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4.2.3 网络和集群性能测试
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<li class="chapter " data-level="1.4.2.4" data-path="../practice/edge-node-configuration.html">
<a href="../practice/edge-node-configuration.html">
4.2.4 边缘节点配置
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<li class="chapter " data-level="1.4.3" data-path="../practice/operation.html">
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4.3 运维管理
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<li class="chapter " data-level="1.4.3.1" data-path="../practice/service-rolling-update.html">
<a href="../practice/service-rolling-update.html">
4.3.1 服务滚动升级
</a>
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<li class="chapter " data-level="1.4.3.2" data-path="../practice/app-log-collection.html">
<a href="../practice/app-log-collection.html">
4.3.2 应用日志收集
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<li class="chapter " data-level="1.4.3.3" data-path="../practice/configuration-best-practice.html">
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4.3.3 配置最佳实践
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<li class="chapter " data-level="1.4.3.4" data-path="../practice/monitor.html">
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4.3.4 集群及应用监控
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<li class="chapter " data-level="1.4.3.5" data-path="../practice/jenkins-ci-cd.html">
<a href="../practice/jenkins-ci-cd.html">
4.3.5 使用Jenkins进行持续构建与发布
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</li>
<li class="chapter " data-level="1.4.3.6" data-path="../practice/data-persistence-problem.html">
<a href="../practice/data-persistence-problem.html">
4.3.6 数据持久化问题
</a>
</li>
<li class="chapter " data-level="1.4.3.7" data-path="../practice/manage-compute-resources-container.html">
<a href="../practice/manage-compute-resources-container.html">
4.3.7 管理容器的计算资源
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.4.4" data-path="../practice/storage.html">
<a href="../practice/storage.html">
4.4 存储管理
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<li class="chapter " data-level="1.4.4.1" data-path="../practice/glusterfs.html">
<a href="../practice/glusterfs.html">
4.4.1 GlusterFS
</a>
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<li class="chapter " data-level="1.4.4.1.1" data-path="../practice/using-glusterfs-for-persistent-storage.html">
<a href="../practice/using-glusterfs-for-persistent-storage.html">
4.4.1.1 使用GlusterFS做持久化存储
</a>
</li>
<li class="chapter " data-level="1.4.4.1.2" data-path="../practice/storage-for-containers-using-glusterfs-with-openshift.html">
<a href="../practice/storage-for-containers-using-glusterfs-with-openshift.html">
4.4.1.2 在OpenShift中使用GlusterFS做持久化存储
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.4.4.2" data-path="../practice/cephfs.html">
<a href="../practice/cephfs.html">
4.4.2 CephFS
</a>
<ul class="articles">
<li class="chapter " data-level="1.4.4.2.1" data-path="../practice/using-ceph-for-persistent-storage.html">
<a href="../practice/using-ceph-for-persistent-storage.html">
4.4.2.1 使用Ceph做持久化存储
</a>
</li>
</ul>
</li>
</ul>
</li>
</ul>
</li>
<li class="chapter " data-level="1.5" data-path="../usecases/">
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5. 领域应用
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<ul class="articles">
<li class="chapter " data-level="1.5.1" data-path="../usecases/microservices.html">
<a href="../usecases/microservices.html">
5.1 微服务架构
</a>
<ul class="articles">
<li class="chapter " data-level="1.5.1.1" data-path="../usecases/istio.html">
<a href="../usecases/istio.html">
5.1.1 Istio
</a>
<ul class="articles">
<li class="chapter " data-level="1.5.1.1.1" data-path="../usecases/istio-installation.html">
<a href="../usecases/istio-installation.html">
5.1.1.1 安装istio
</a>
</li>
<li class="chapter " data-level="1.5.1.1.2" data-path="../usecases/configuring-request-routing.html">
<a href="../usecases/configuring-request-routing.html">
5.1.1.2 配置请求的路由规则
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.5.1.2" data-path="../usecases/linkerd.html">
<a href="../usecases/linkerd.html">
5.1.2 Linkerd
</a>
<ul class="articles">
<li class="chapter " data-level="1.5.1.2.1" data-path="../usecases/linkerd-user-guide.html">
<a href="../usecases/linkerd-user-guide.html">
5.1.2.1 Linkerd 使用指南
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.5.1.3" data-path="../usecases/service-discovery-in-microservices.html">
<a href="../usecases/service-discovery-in-microservices.html">
5.1.3 微服务中的服务发现
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.5.2" data-path="../usecases/big-data.html">
<a href="../usecases/big-data.html">
5.2 大数据
</a>
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<li class="chapter " data-level="1.5.2.1" data-path="../usecases/spark-standalone-on-kubernetes.html">
<a href="../usecases/spark-standalone-on-kubernetes.html">
5.2.1 Spark standalone on Kubernetes
</a>
</li>
<li class="chapter " data-level="1.5.2.2" data-path="../usecases/running-spark-with-kubernetes-native-scheduler.html">
<a href="../usecases/running-spark-with-kubernetes-native-scheduler.html">
5.2.2 运行支持kubernetes原生调度的Spark程序
</a>
</li>
</ul>
</li>
<li class="chapter " data-level="1.5.3" data-path="../usecases/serverless.html">
<a href="../usecases/serverless.html">
5.3 Serverless架构
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</ul>
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<li class="chapter " data-level="1.6" data-path="../develop/">
<a href="../develop/">
6. 开发指南
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<li class="chapter " data-level="1.6.1" data-path="../develop/developing-environment.html">
<a href="../develop/developing-environment.html">
6.1 开发环境搭建
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<li class="chapter " data-level="1.6.2" data-path="../develop/testing.html">
<a href="../develop/testing.html">
6.2 单元测试和集成测试
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<li class="chapter " data-level="1.6.3" data-path="../develop/client-go-sample.html">
<a href="../develop/client-go-sample.html">
6.3 client-go示例
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<a href=".." >3.5.1 适用于kubernetes的应用开发部署流程</a>
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<h1 id="&#x9002;&#x7528;&#x4E8E;kubernetes&#x7684;&#x5E94;&#x7528;&#x5F00;&#x53D1;&#x90E8;&#x7F72;&#x6D41;&#x7A0B;">&#x9002;&#x7528;&#x4E8E;kubernetes&#x7684;&#x5E94;&#x7528;&#x5F00;&#x53D1;&#x90E8;&#x7F72;&#x6D41;&#x7A0B;</h1>
<p>&#x4E3A;&#x4E86;&#x8BB2;&#x89E3;&#x8BE6;&#x7EC6;&#x6D41;&#x7A0B;&#xFF0C;&#x6211;&#x7279;&#x610F;&#x5199;&#x4E86;&#x4E24;&#x4E2A;&#x793A;&#x4F8B;&#x7A0B;&#x5E8F;&#x653E;&#x5728;GitHub&#x4E2D;&#xFF0C;&#x6A21;&#x62DF;&#x76D1;&#x63A7;&#x6D41;&#x7A0B;&#xFF1A;</p>
<ul>
<li><a href="https://github.com/rootsongjc/k8s-app-monitor-test" target="_blank">k8s-app-monitor-test</a>&#xFF1A;&#x751F;&#x6210;&#x6A21;&#x62DF;&#x7684;&#x76D1;&#x63A7;&#x6570;&#x636E;&#xFF0C;&#x53D1;&#x9001;http&#x8BF7;&#x6C42;&#xFF0C;&#x83B7;&#x53D6;json&#x8FD4;&#x56DE;&#x503C;</li>
<li><a href="https://github.com/rootsongjc/k8s-app-monitor-agent" target="_blank">K8s-app-monitor-agent</a>&#xFF1A;&#x83B7;&#x53D6;&#x76D1;&#x63A7;&#x6570;&#x636E;&#x5E76;&#x7ED8;&#x56FE;&#xFF0C;&#x8BBF;&#x95EE;&#x6D4F;&#x89C8;&#x5668;&#x83B7;&#x53D6;&#x56FE;&#x8868;</li>
</ul>
<p>API&#x6587;&#x6863;&#x89C1;<a href="https://github.com/rootsongjc/k8s-app-monitor-test" target="_blank">k8s-app-monitor-test</a>&#x4E2D;&#x7684;<code>api.html</code>&#x6587;&#x4EF6;&#xFF0C;&#x8BE5;&#x6587;&#x6863;&#x5728;API blueprint&#x4E2D;&#x5B9A;&#x4E49;&#xFF0C;&#x4F7F;&#x7528;<a href="https://github.com/danielgtaylor/aglio" target="_blank">aglio</a>&#x751F;&#x6210;&#xFF0C;&#x6253;&#x5F00;&#x540E;&#x5982;&#x56FE;&#x6240;&#x793A;&#xFF1A;</p>
<figure id="fig1.3.5.1.1"><img src="../images/k8s-app-monitor-test-api-doc.jpg" alt="API"><figcaption>Figure: API</figcaption></figure>
<p><strong>&#x5173;&#x4E8E;&#x670D;&#x52A1;&#x53D1;&#x73B0;</strong></p>
<p><code>K8s-app-monitor-agent</code>&#x670D;&#x52A1;&#x9700;&#x8981;&#x8BBF;&#x95EE;<code>k8s-app-monitor-test</code>&#x670D;&#x52A1;&#xFF0C;&#x8FD9;&#x5C31;&#x6D89;&#x53CA;&#x5230;&#x670D;&#x52A1;&#x53D1;&#x73B0;&#x7684;&#x95EE;&#x9898;&#xFF0C;&#x6211;&#x4EEC;&#x5728;&#x4EE3;&#x7801;&#x4E2D;&#x76F4;&#x63A5;&#x5199;&#x6B7B;&#x4E86;&#x8981;&#x8BBF;&#x95EE;&#x7684;&#x670D;&#x52A1;&#x7684;&#x5185;&#x7F51;DNS&#x5730;&#x5740;&#xFF08;kubedns&#x4E2D;&#x7684;&#x5730;&#x5740;&#xFF0C;&#x5373;<code>k8s-app-monitor-test.default.svc.cluster.local</code>&#xFF09;&#x3002;</p>
<p>&#x6211;&#x4EEC;&#x77E5;&#x9053;Kubernetes&#x5728;&#x542F;&#x52A8;Pod&#x7684;&#x65F6;&#x5019;&#x4E3A;&#x5BB9;&#x5668;&#x6CE8;&#x5165;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#xFF0C;&#x8FD9;&#x4E9B;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x5728;&#x6240;&#x6709;&#x7684; namespace &#x4E2D;&#x5171;&#x4EAB;&#xFF08;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x662F;&#x4E0D;&#x65AD;&#x8FFD;&#x52A0;&#x7684;&#xFF0C;&#x65B0;&#x542F;&#x52A8;&#x7684;Pod&#x4E2D;&#x5C06;&#x62E5;&#x6709;&#x8001;&#x7684;Pod&#x4E2D;&#x6240;&#x6709;&#x7684;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#xFF0C;&#x800C;&#x8001;&#x7684;Pod&#x4E2D;&#x7684;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x4E0D;&#x53D8;&#xFF09;&#x3002;&#x4F46;&#x662F;&#x65E2;&#x7136;&#x4F7F;&#x7528;&#x8FD9;&#x4E9B;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x5C31;&#x5DF2;&#x7ECF;&#x53EF;&#x4EE5;&#x8BBF;&#x95EE;&#x5230;&#x5BF9;&#x5E94;&#x7684;service&#xFF0C;&#x90A3;&#x4E48;&#x83B7;&#x53D6;&#x5E94;&#x7528;&#x7684;&#x5730;&#x5740;&#x4FE1;&#x606F;&#xFF0C;&#x7A76;&#x7ADF;&#x662F;&#x4F7F;&#x7528;&#x53D8;&#x91CF;&#x5462;&#xFF1F;&#x8FD8;&#x662F;&#x76F4;&#x63A5;&#x4F7F;&#x7528;DNS&#x89E3;&#x6790;&#x6765;&#x53D1;&#x73B0;&#xFF1F;</p>
<p>&#x7B54;&#x6848;&#x662F;&#x4F7F;&#x7528;DNS&#xFF0C;&#x8BE6;&#x7EC6;&#x8BF4;&#x660E;&#x89C1;<a href="http://rootsongjc.github.io/blogs/exploring-kubernetes-env-with-docker/" target="_blank">Kubernetes&#x4E2D;&#x7684;&#x670D;&#x52A1;&#x53D1;&#x73B0;&#x4E0E;Docker&#x5BB9;&#x5668;&#x95F4;&#x7684;&#x73AF;&#x5883;&#x53D8;&#x91CF;&#x4F20;&#x9012;&#x6E90;&#x7801;&#x63A2;&#x7A76;</a>&#x3002;</p>
<p><strong>&#x6253;&#x5305;&#x955C;&#x50CF;</strong></p>
<p>&#x56E0;&#x4E3A;&#x6211;&#x4F7F;&#x7528;wercker&#x81EA;&#x52A8;&#x6784;&#x5EFA;&#xFF0C;&#x6784;&#x5EFA;&#x5B8C;&#x6210;&#x540E;&#x81EA;&#x52A8;&#x6253;&#x5305;&#x6210;docker&#x955C;&#x50CF;&#x5E76;&#x4E0A;&#x4F20;&#x5230;docker hub&#x4E2D;&#xFF08;&#x9700;&#x8981;&#x73B0;&#x5728;docker hub&#x4E2D;&#x521B;&#x5EFA;repo&#xFF09;&#x3002;</p>
<p>&#x6784;&#x5EFA;&#x6D41;&#x7A0B;&#x89C1;&#xFF1A;<a href="https://app.wercker.com/jimmysong/k8s-app-monitor-agent/" target="_blank">https://app.wercker.com/jimmysong/k8s-app-monitor-agent/</a></p>
<figure id="fig1.3.5.1.2"><img src="../images/k8s-app-monitor-agent-wercker.jpg" alt="wercker"><figcaption>Figure: wercker</figcaption></figure>
<p>&#x751F;&#x6210;&#x4E86;&#x5982;&#x4E0B;&#x4E24;&#x4E2A;docker&#x955C;&#x50CF;&#xFF1A;</p>
<ul>
<li>jimmysong/k8s-app-monitor-test:latest</li>
<li>jimmysong/k8s-app-monitor-agent:latest</li>
</ul>
<p><strong>&#x542F;&#x52A8;&#x670D;&#x52A1;</strong></p>
<p>&#x6240;&#x6709;&#x7684;kubernetes&#x5E94;&#x7528;&#x542F;&#x52A8;&#x6240;&#x7528;&#x7684;yaml&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#x90FD;&#x4FDD;&#x5B58;&#x5728;&#x90A3;&#x4E24;&#x4E2A;GitHub&#x4ED3;&#x5E93;&#x7684;<code>manifest.yaml</code>&#x6587;&#x4EF6;&#x4E2D;&#x3002;</p>
<p>&#x5206;&#x522B;&#x5728;&#x4E24;&#x4E2A;GitHub&#x76EE;&#x5F55;&#x4E0B;&#x6267;&#x884C;<code>kubectl create -f manifest.yaml</code>&#x5373;&#x53EF;&#x542F;&#x52A8;&#x670D;&#x52A1;&#x3002;</p>
<p><strong>&#x5916;&#x90E8;&#x8BBF;&#x95EE;</strong></p>
<p>&#x670D;&#x52A1;&#x542F;&#x52A8;&#x540E;&#x9700;&#x8981;&#x66F4;&#x65B0;ingress&#x914D;&#x7F6E;&#xFF0C;&#x5728;<a href="../manifests/traefik-ingress/ingress.yaml">ingress.yaml</a>&#x6587;&#x4EF6;&#x4E2D;&#x589E;&#x52A0;&#x4EE5;&#x4E0B;&#x51E0;&#x884C;&#xFF1A;</p>
<pre><code class="lang-Yaml"><span class="hljs-attr"> - host:</span> k8s-app-monitor-agent.jimmysong.io
<span class="hljs-attr"> http:</span>
<span class="hljs-attr"> paths:</span>
<span class="hljs-attr"> - path:</span> /
<span class="hljs-attr"> backend:</span>
<span class="hljs-attr"> serviceName:</span> k8s-app-monitor-agent
<span class="hljs-attr"> servicePort:</span> <span class="hljs-number">8080</span>
</code></pre>
<p>&#x4FDD;&#x5B58;&#x540E;&#xFF0C;&#x7136;&#x540E;&#x6267;&#x884C;<code>kubectl replace -f ingress.yaml</code>&#x5373;&#x53EF;&#x5237;&#x65B0;ingress&#x3002;</p>
<p>&#x4FEE;&#x6539;&#x672C;&#x673A;&#x7684;<code>/etc/hosts</code>&#x6587;&#x4EF6;&#xFF0C;&#x5728;&#x5176;&#x4E2D;&#x52A0;&#x5165;&#x4EE5;&#x4E0B;&#x4E00;&#x884C;&#xFF1A;</p>
<pre><code>172.20.0.119 k8s-app-monitor-agent.jimmysong.io
</code></pre><p>&#x5F53;&#x7136;&#x4F60;&#x4E5F;&#x53EF;&#x4EE5;&#x52A0;&#x5165;&#x5230;DNS&#x4E2D;&#xFF0C;&#x4E3A;&#x4E86;&#x7B80;&#x5355;&#x8D77;&#x89C1;&#x6211;&#x4F7F;&#x7528;hosts&#x3002;</p>
<p>&#x8BE6;&#x89C1;<a href="practice/edge-node-configuration.md">&#x8FB9;&#x7F18;&#x8282;&#x70B9;&#x914D;&#x7F6E;</a>&#x3002;</p>
<p>&#x5728;&#x6D4F;&#x89C8;&#x5668;&#x4E2D;&#x8BBF;&#x95EE;<a href="http://k8s-app-monitor-agent.jimmysong.io" target="_blank">http://k8s-app-monitor-agent.jimmysong.io</a></p>
<p><img src="../images/k8s-app-monitor-agent.jpg" alt="&#x56FE;&#x8868;"> </p>
<footer class="page-footer-ex"> <span class="page-footer-ex-copyright">for GitBook</span>&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;&#xA0;<span class="page-footer-ex-footer-update">update
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