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1. 前言
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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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2.2.8 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 资源对象配置
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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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3.1.3 Secret配置
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3.2.3 管理namespace中的资源配额
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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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3.4.4 使用 service 访问群集中的应用程序
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3.5 在kubernetes中开发部署应用
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3.5.1 适用于kubernetes的应用开发部署流程
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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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4.1.8 安装dashboard插件
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4.1.9 安装heapster插件
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4.1.10 安装EFK插件
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4.2 服务发现与负载均衡
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4.2.1 安装Traefik ingress
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4.2.2 分布式负载测试
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4.2.3 网络和集群性能测试
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4.2.4 边缘节点配置
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4.3 运维管理
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4.3.1 服务滚动升级
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4.3.2 应用日志收集
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4.3.3 配置最佳实践
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4.3.4 集群及应用监控
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4.3.5 使用Jenkins进行持续构建与发布
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4.3.6 数据持久化问题
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<li class="chapter " data-level="1.4.3.7" data-path="../practice/manage-compute-resources-container.html">
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4.3.7 管理容器的计算资源
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<a href="../practice/using-prometheus-to-monitor-kuberentes-cluster.html">
4.3.8 使用Prometheus监控kubernetes集群
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4.4 存储管理
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4.4.1 GlusterFS
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4.4.1.1 使用GlusterFS做持久化存储
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<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
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4.4.2 CephFS
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4.4.2.1 使用Ceph做持久化存储
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<li class="chapter " data-level="1.5" data-path="../usecases/">
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5. 领域应用
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5.1 微服务架构
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5.1.1 微服务中的服务发现
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5.2 Service Mesh 服务网格
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5.1.1 Istio
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5.1.1.1 安装istio
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5.1.1.2 配置请求的路由规则
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5.1.2 Linkerd
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5.1.2.1 Linkerd 使用指南
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5.2 大数据
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<a href=".." >3.2.3 管理namespace中的资源配额</a>
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<h1 id="&#x7BA1;&#x7406;namespace&#x4E2D;&#x7684;&#x8D44;&#x6E90;&#x914D;&#x989D;">&#x7BA1;&#x7406;namespace&#x4E2D;&#x7684;&#x8D44;&#x6E90;&#x914D;&#x989D;</h1>
<p>&#x5F53;&#x7528;&#x591A;&#x4E2A;&#x56E2;&#x961F;&#x6216;&#x8005;&#x7528;&#x6237;&#x5171;&#x7528;&#x540C;&#x4E00;&#x4E2A;&#x96C6;&#x7FA4;&#x7684;&#x65F6;&#x5019;&#x96BE;&#x514D;&#x4F1A;&#x6709;&#x8D44;&#x6E90;&#x7ADE;&#x4E89;&#x7684;&#x60C5;&#x51B5;&#x53D1;&#x751F;&#xFF0C;&#x8FD9;&#x65F6;&#x5019;&#x5C31;&#x9700;&#x8981;&#x5BF9;&#x4E0D;&#x540C;&#x56E2;&#x961F;&#x6216;&#x7528;&#x6237;&#x7684;&#x8D44;&#x6E90;&#x4F7F;&#x7528;&#x914D;&#x989D;&#x505A;&#x51FA;&#x9650;&#x5236;&#x3002;</p>
<h2 id="&#x5F00;&#x542F;&#x8D44;&#x6E90;&#x914D;&#x989D;&#x9650;&#x5236;&#x529F;&#x80FD;">&#x5F00;&#x542F;&#x8D44;&#x6E90;&#x914D;&#x989D;&#x9650;&#x5236;&#x529F;&#x80FD;</h2>
<p>&#x76EE;&#x524D;&#x6709;&#x4E24;&#x79CD;&#x8D44;&#x6E90;&#x5206;&#x914D;&#x7BA1;&#x7406;&#x76F8;&#x5173;&#x7684;&#x63A7;&#x5236;&#x7B56;&#x7565;&#x63D2;&#x4EF6; <code>ResourceQuota</code> &#x548C; <code>LimitRange</code>&#x3002;</p>
<p>&#x8981;&#x542F;&#x7528;&#x5B83;&#x4EEC;&#x53EA;&#x8981; API Server &#x7684;&#x542F;&#x52A8;&#x914D;&#x7F6E;&#x7684; <code>KUBE_ADMISSION_CONTROL</code> &#x53C2;&#x6570;&#x4E2D;&#x52A0;&#x5165;&#x4E86; <code>ResourceQuota</code> &#x7684;&#x8BBE;&#x7F6E;&#xFF0C;&#x8FD9;&#x6837;&#x5C31;&#x7ED9;&#x96C6;&#x7FA4;&#x5F00;&#x542F;&#x4E86;&#x8D44;&#x6E90;&#x914D;&#x989D;&#x9650;&#x5236;&#x529F;&#x80FD;&#xFF0C;&#x52A0;&#x5165; <code>LimitRange</code> &#x53EF;&#x4EE5;&#x7528;&#x6765;&#x9650;&#x5236;&#x4E00;&#x4E2A;&#x8D44;&#x6E90;&#x7533;&#x8BF7;&#x7684;&#x8303;&#x56F4;&#x9650;&#x5236;&#xFF0C;&#x53C2;&#x8003; <a href="https://k8smeetup.github.io/docs/tasks/administer-cluster/memory-default-namespace/" target="_blank">&#x4E3A; namesapce &#x914D;&#x7F6E;&#x9ED8;&#x8BA4;&#x7684;&#x5185;&#x5B58;&#x8BF7;&#x6C42;&#x4E0E;&#x9650;&#x989D;</a> &#x548C; <a href="https://k8smeetup.github.io/docs/tasks/administer-cluster/cpu-default-namespace/" target="_blank">&#x5728; namespace &#x4E2D;&#x914D;&#x7F6E;&#x9ED8;&#x8BA4;&#x7684;CPU&#x8BF7;&#x6C42;&#x4E0E;&#x9650;&#x989D;</a>&#x3002;</p>
<p>&#x4E24;&#x79CD;&#x63A7;&#x5236;&#x7B56;&#x7565;&#x7684;&#x4F5C;&#x7528;&#x8303;&#x56F4;&#x90FD;&#x662F;&#x5BF9;&#x4E8E;&#x67D0;&#x4E00; namespace&#xFF0C;<code>ResourceQuota</code> &#x7528;&#x6765;&#x9650;&#x5236; namespace &#x4E2D;&#x6240;&#x6709;&#x7684; Pod &#x5360;&#x7528;&#x7684;&#x603B;&#x7684;&#x8D44;&#x6E90; request &#x548C; limit&#xFF0C;&#x800C; <code>LimitRange</code> &#x662F;&#x7528;&#x6765;&#x8BBE;&#x7F6E; namespace &#x4E2D; Pod &#x7684;&#x9ED8;&#x8BA4;&#x7684;&#x8D44;&#x6E90; request &#x548C; limit &#x503C;&#x3002;</p>
<p>&#x8D44;&#x6E90;&#x914D;&#x989D;&#x5206;&#x4E3A;&#x4E09;&#x79CD;&#x7C7B;&#x578B;&#xFF1A;</p>
<ul>
<li>&#x8BA1;&#x7B97;&#x8D44;&#x6E90;&#x914D;&#x989D;</li>
<li>&#x5B58;&#x50A8;&#x8D44;&#x6E90;&#x914D;&#x989D;</li>
<li>&#x5BF9;&#x8C61;&#x6570;&#x91CF;&#x914D;&#x989D;</li>
</ul>
<p>&#x5173;&#x4E8E;&#x8D44;&#x6E90;&#x914D;&#x989D;&#x7684;&#x8BE6;&#x7EC6;&#x4FE1;&#x606F;&#x8BF7;&#x53C2;&#x8003; kubernetes &#x5B98;&#x65B9;&#x6587;&#x6863; <a href="https://k8smeetup.github.io/docs/concepts/policy/resource-quotas/" target="_blank">&#x8D44;&#x6E90;&#x914D;&#x989D;</a>&#x3002;</p>
<h2 id="&#x793A;&#x4F8B;">&#x793A;&#x4F8B;</h2>
<p>&#x6211;&#x4EEC;&#x4E3A; <code>spark-cluster</code> &#x8FD9;&#x4E2A; namespace &#x8BBE;&#x7F6E; <code>ResouceQuota</code> &#x548C; <code>LimitRange</code>&#x3002;</p>
<p>&#x4EE5;&#x4E0B; yaml &#x6587;&#x4EF6;&#x53EF;&#x4EE5;&#x5728; <a href="https://github.com/rootsongjc/kubernetes-handbook" target="_blank">kubernetes-handbook</a> &#x7684; <code>manifests/spark-with-kubernetes-native-scheduler</code> &#x76EE;&#x5F55;&#x4E0B;&#x627E;&#x5230;&#x3002;</p>
<h3 id="&#x914D;&#x7F6E;&#x8BA1;&#x7B97;&#x8D44;&#x6E90;&#x914D;&#x989D;">&#x914D;&#x7F6E;&#x8BA1;&#x7B97;&#x8D44;&#x6E90;&#x914D;&#x989D;</h3>
<p>&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#xFF1A;<code>spark-compute-resources.yaml</code></p>
<pre><code class="lang-yaml"><span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> ResourceQuota
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> compute-resources
<span class="hljs-attr"> namespace:</span> spark-cluster
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> hard:</span>
<span class="hljs-attr"> pods:</span> <span class="hljs-string">&quot;20&quot;</span>
requests.cpu: <span class="hljs-string">&quot;20&quot;</span>
requests.memory: <span class="hljs-number">100</span>Gi
limits.cpu: <span class="hljs-string">&quot;40&quot;</span>
limits.memory: <span class="hljs-number">200</span>Gi
</code></pre>
<p>&#x8981;&#x60F3;&#x67E5;&#x770B;&#x8BE5;&#x914D;&#x7F6E;&#x53EA;&#x8981;&#x6267;&#x884C;&#xFF1A;</p>
<pre><code class="lang-bash">kubectl -n spark-cluster describe resourcequota compute-resources
</code></pre>
<h3 id="&#x914D;&#x7F6E;&#x5BF9;&#x8C61;&#x6570;&#x91CF;&#x9650;&#x5236;">&#x914D;&#x7F6E;&#x5BF9;&#x8C61;&#x6570;&#x91CF;&#x9650;&#x5236;</h3>
<p>&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#xFF1A;<code>spark-object-counts.yaml</code></p>
<pre><code class="lang-Yaml"><span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> ResourceQuota
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> object-counts
<span class="hljs-attr"> namespace:</span> spark-cluster
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> hard:</span>
<span class="hljs-attr"> configmaps:</span> <span class="hljs-string">&quot;10&quot;</span>
<span class="hljs-attr"> persistentvolumeclaims:</span> <span class="hljs-string">&quot;4&quot;</span>
<span class="hljs-attr"> replicationcontrollers:</span> <span class="hljs-string">&quot;20&quot;</span>
<span class="hljs-attr"> secrets:</span> <span class="hljs-string">&quot;10&quot;</span>
<span class="hljs-attr"> services:</span> <span class="hljs-string">&quot;10&quot;</span>
services.loadbalancers: <span class="hljs-string">&quot;2&quot;</span>
</code></pre>
<h3 id="&#x914D;&#x7F6E;cpu&#x548C;&#x5185;&#x5B58;limitrange">&#x914D;&#x7F6E;CPU&#x548C;&#x5185;&#x5B58;LimitRange</h3>
<p>&#x914D;&#x7F6E;&#x6587;&#x4EF6;&#xFF1A;<code>spark-limit-range.yaml</code></p>
<pre><code class="lang-yaml"><span class="hljs-attr">apiVersion:</span> v1
<span class="hljs-attr">kind:</span> LimitRange
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> mem-limit-range
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> limits:</span>
<span class="hljs-attr"> - default:</span>
<span class="hljs-attr"> memory:</span> <span class="hljs-number">50</span>Gi
<span class="hljs-attr"> cpu:</span> <span class="hljs-number">5</span>
<span class="hljs-attr"> defaultRequest:</span>
<span class="hljs-attr"> memory:</span> <span class="hljs-number">1</span>Gi
<span class="hljs-attr"> cpu:</span> <span class="hljs-number">1</span>
<span class="hljs-attr"> type:</span> Container
</code></pre>
<ul>
<li><code>default</code> &#x5373; limit &#x7684;&#x503C;</li>
<li><code>defaultRequest</code> &#x5373; request &#x7684;&#x503C;</li>
</ul>
<h2 id="&#x53C2;&#x8003;">&#x53C2;&#x8003;</h2>
<p><a href="https://k8smeetup.github.io/docs/concepts/policy/resource-quotas/" target="_blank">&#x8D44;&#x6E90;&#x914D;&#x989D;</a></p>
<p><a href="https://k8smeetup.github.io/docs/tasks/administer-cluster/memory-default-namespace/" target="_blank">&#x4E3A;&#x547D;&#x540D;&#x7A7A;&#x95F4;&#x914D;&#x7F6E;&#x9ED8;&#x8BA4;&#x7684;&#x5185;&#x5B58;&#x8BF7;&#x6C42;&#x4E0E;&#x9650;&#x989D;</a></p>
<p><a href="https://k8smeetup.github.io/docs/tasks/administer-cluster/cpu-default-namespace/" target="_blank">&#x5728;&#x547D;&#x540D;&#x7A7A;&#x95F4;&#x4E2D;&#x914D;&#x7F6E;&#x9ED8;&#x8BA4;&#x7684;CPU&#x8BF7;&#x6C42;&#x4E0E;&#x9650;&#x989D;</a> </p>
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