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序言
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1. Kubernetes与云原生应用概览
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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 docker用户过度到kubectl命令行指南
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3.2.2 kubectl命令概览
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3.2.3 kubectl命令技巧大全
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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 创建用户认证授权的kubeconfig文件
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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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3.5.3 使用StatefulSet部署用状态应用
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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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<li class="chapter " data-level="1.5.1.10" data-path="../practice/efk-addon-installation.html">
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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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4.2.5 安装Nginx ingress
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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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4.3.6 数据持久化问题
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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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<li class="chapter " data-level="1.5.3.8" data-path="../practice/using-heapster-to-get-object-metrics.html">
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4.3.9 使用Heapster获取集群和对象的metric数据
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4.4 存储管理
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4.4.1 GlusterFS
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<li class="chapter " data-level="1.5.4.1.1" data-path="../practice/using-glusterfs-for-persistent-storage.html">
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4.4.1.1 使用GlusterFS做持久化存储
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<li class="chapter " data-level="1.5.4.1.2" 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
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4.4.2 CephFS
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<li class="chapter " data-level="1.5.4.2.1" data-path="../practice/using-ceph-for-persistent-storage.html">
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4.4.2.1 使用Ceph做持久化存储
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4.5 服务编排管理
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<li class="chapter " data-level="1.5.5.1" data-path="../practice/helm.html">
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4.5.1 使用Helm管理kubernetes应用
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<li class="chapter " data-level="1.5.5.2" data-path="../practice/create-private-charts-repo.html">
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4.5.2 构建私有Chart仓库
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4.6 持续集成与发布
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<li class="chapter " data-level="1.5.6.1" data-path="../practice/jenkins-ci-cd.html">
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4.6.1 使用Jenkins进行持续集成与发布
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5.1.1 Istio
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5.1.1.1 安装并试用Istio service mesh
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5.1.1.2 配置请求的路由规则
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5.1.1.3 安装和拓展Istio service mesh
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5.1.1.4 集成虚拟机
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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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5.2.2 运行支持kubernetes原生调度的Spark程序
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5.3 Serverless架构
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5.4 边缘计算
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6. 开发指南
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6.1 开发环境搭建
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6.2 单元测试和集成测试
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6.3 client-go示例
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6.5 Minikube
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7. 附录
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7.1 Docker最佳实践
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7.2 问题记录
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7.4 kubernetes中的应用故障排查
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<h1 id="&#x96C6;&#x6210;&#x865A;&#x62DF;&#x673A;">&#x96C6;&#x6210;&#x865A;&#x62DF;&#x673A;</h1>
<p>&#x8BE5;&#x793A;&#x4F8B;&#x8DE8;&#x8D8A; Kubernetes &#x96C6;&#x7FA4;&#x548C;&#x4E00;&#x7EC4;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x90E8;&#x7F72; Bookinfo &#x670D;&#x52A1;&#xFF0C;&#x63CF;&#x8FF0;&#x5982;&#x4F55;&#x4F7F;&#x7528; Istio service mesh &#x5C06;&#x6B64;&#x57FA;&#x7840;&#x67B6;&#x6784;&#x4EE5;&#x5355;&#x4E00; mesh &#x7684;&#x65B9;&#x5F0F;&#x64CD;&#x63A7;&#x3002;</p>
<blockquote>
<p>&#x6CE8;&#x610F;&#xFF1A;&#x672C;&#x6587;&#x6863;&#x8FD8;&#x5728;&#x5EFA;&#x8BBE;&#x4E2D;&#xFF0C;&#x5E76;&#x4E14;&#x53EA;&#x5728; Google Cloud Platform &#x4E0A;&#x8FDB;&#x884C;&#x8FC7;&#x6D4B;&#x8BD5;&#x3002;
&#x5728; IBM Bluemix &#x6216;&#x5176;&#x5B83;&#x5E73;&#x53F0;&#x4E0A;&#xFF0C;pod &#x7684; overlay &#x7F51;&#x7EDC;&#x8DDF;&#x865A;&#x62DF;&#x673A;&#x7684;&#x7F51;&#x7EDC;&#x662F;&#x9694;&#x79BB;&#x7684;&#x3002;
&#x5373;&#x4F7F;&#x4F7F;&#x7528; Istio&#xFF0C;&#x865A;&#x62DF;&#x673A;&#x4E5F;&#x4E0D;&#x80FD;&#x76F4;&#x63A5;&#x4E0E; Kubernetes Pod &#x8FDB;&#x884C;&#x901A;&#x4FE1;&#x3002;</p>
</blockquote>
<h2 id="&#x6982;&#x89C8;">&#x6982;&#x89C8;</h2>
<figure id="fig1.6.2.1.4.1"><img src="../images/istio-mesh-expansion.jpg" alt="Bookinfo&#x5E94;&#x7528;&#x7684;&#x62D3;&#x5C55;Mesh"><figcaption>&#x56FE;&#x7247; - Bookinfo&#x5E94;&#x7528;&#x7684;&#x62D3;&#x5C55;Mesh</figcaption></figure>
<h2 id="&#x5F00;&#x59CB;&#x4E4B;&#x524D;">&#x5F00;&#x59CB;&#x4E4B;&#x524D;</h2>
<ul>
<li>&#x6309;&#x7167; <a href="http://istio.doczh.cn/docs/setup/kubernetes/quick-start.md" target="_blank">&#x5B89;&#x88C5;&#x6307;&#x5357;</a> &#x4E0A;&#x7684;&#x6B65;&#x9AA4;&#x90E8;&#x7F72; Istio&#x3002;</li>
<li>&#x90E8;&#x7F72; <a href="http://istio.doczh.cn/docs/guides/bookinfo.md" target="_blank">BookInfo</a> &#x793A;&#x4F8B;&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#xFF08;&#x5728; <code>bookinfo</code> namespace &#x4E0B;&#xFF09;&#x3002;</li>
<li>&#x5728; Istio &#x96C6;&#x7FA4;&#x76F8;&#x540C;&#x7684;&#x9879;&#x76EE;&#x4E0B;&#x521B;&#x5EFA;&#x540D;&#x4E3A; <code>vm-1</code> &#x7684;&#x865A;&#x62DF;&#x673A;&#xFF0C;&#x5E76; <a href="http://istio.doczh.cn/docs/setup/kubernetes/mesh-expansion.md" target="_blank">&#x52A0;&#x5165;&#x5230; Mesh</a>&#x3002;</li>
</ul>
<h2 id="&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x8FD0;&#x884C;-mysql">&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x8FD0;&#x884C; mysql</h2>
<p>&#x6211;&#x4EEC;&#x5C06;&#x9996;&#x5148;&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x5B89;&#x88C5; mysql&#xFF0C;&#x5C06;&#x5176;&#x914D;&#x7F6E;&#x6210;&#x8BC4;&#x5206;&#x670D;&#x52A1;&#x7684;&#x540E;&#x53F0;&#x5B58;&#x50A8;&#x3002;</p>
<p>&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x6267;&#x884C;&#xFF1A;</p>
<pre><code class="lang-bash">sudo apt-get update &amp;&amp; sudo apt-get install -y mariadb-server
sudo mysql
<span class="hljs-comment"># &#x6388;&#x6743; root &#x7528;&#x6237;&#x8BBF;&#x95EE;</span>
GRANT ALL PRIVILEGES ON *.* TO <span class="hljs-string">&apos;root&apos;</span>@<span class="hljs-string">&apos;localhost&apos;</span> IDENTIFIED BY <span class="hljs-string">&apos;password&apos;</span> WITH GRANT OPTION;
quit;
sudo systemctl restart mysql
</code></pre>
<p>&#x5173;&#x4E8E; Mysql &#x7684;&#x8BE6;&#x7EC6;&#x914D;&#x7F6E;&#x8BF7;&#x89C1;&#xFF1A; <a href="https://mariadb.com/kb/en/library/download/" target="_blank">Mysql</a>&#x3002;</p>
<p>&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x6267;&#x884C;&#x4E0B;&#x9762;&#x7684;&#x547D;&#x4EE4;&#xFF0C;&#x5411; mysql &#x4E2D;&#x6DFB;&#x52A0;&#x8BC4;&#x5206;&#x6570;&#x636E;&#x5E93;&#x3002;</p>
<pre><code class="lang-bash"><span class="hljs-comment"># &#x5411; mysql &#x6570;&#x636E;&#x5E93;&#x4E2D;&#x6DFB;&#x52A0;&#x8BC4;&#x5206;&#x6570;&#x636E;&#x5E93;</span>
curl -q https://raw.githubusercontent.com/istio/istio/master/samples/bookinfo/src/mysql/mysqldb-init.sql | mysql -u root -ppassword
</code></pre>
<p>&#x4E3A;&#x4E86;&#x4FBF;&#x4E8E;&#x76F4;&#x89C2;&#x5730;&#x67E5;&#x770B;bookinfo&#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x8F93;&#x51FA;&#x7684;&#x5DEE;&#x5F02;&#xFF0C;&#x53EF;&#x4EE5;&#x66F4;&#x6539;&#x4F7F;&#x7528;&#x4EE5;&#x4E0B;&#x547D;&#x4EE4;&#x751F;&#x6210;&#x7684;&#x8BC4;&#x5206;&#xFF1A;</p>
<pre><code class="lang-bash"> <span class="hljs-comment"># &#x67E5;&#x770B;&#x8BC4;&#x5206;</span>
mysql -u root -ppassword <span class="hljs-built_in">test</span> <span class="hljs-_">-e</span> <span class="hljs-string">&quot;select * from ratings;&quot;</span>
+----------+--------+
| ReviewID | Rating |
+----------+--------+
| 1 | 5 |
| 2 | 4 |
+----------+--------+
<span class="hljs-comment"># &#x4FEE;&#x6539;&#x8BC4;&#x5206;</span>
mysql -u root -ppassword <span class="hljs-built_in">test</span> <span class="hljs-_">-e</span> <span class="hljs-string">&quot;update ratings set rating=1 where reviewid=1;select * from ratings;&quot;</span>
+----------+--------+
| ReviewID | Rating |
+----------+--------+
| 1 | 1 |
| 2 | 4 |
+----------+--------+
</code></pre>
<h2 id="&#x627E;&#x51FA;&#x5C06;&#x6DFB;&#x52A0;&#x5230;-mesh-&#x4E2D;&#x7684;&#x865A;&#x62DF;&#x673A;&#x7684;-ip-&#x5730;&#x5740;">&#x627E;&#x51FA;&#x5C06;&#x6DFB;&#x52A0;&#x5230; mesh &#x4E2D;&#x7684;&#x865A;&#x62DF;&#x673A;&#x7684; IP &#x5730;&#x5740;</h2>
<p>&#x5728;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x6267;&#x884C;&#xFF1A;</p>
<pre><code class="lang-bash">hostname -I
</code></pre>
<h2 id="&#x5C06;-mysql-&#x670D;&#x52A1;&#x6CE8;&#x518C;&#x5230;-mesh-&#x4E2D;">&#x5C06; mysql &#x670D;&#x52A1;&#x6CE8;&#x518C;&#x5230; mesh &#x4E2D;</h2>
<p>&#x5728;&#x4E00;&#x53F0;&#x53EF;&#x4EE5;&#x8BBF;&#x95EE; <code>istioctl</code> &#x547D;&#x4EE4;&#x7684;&#x4E3B;&#x673A;&#x4E0A;&#xFF0C;&#x6CE8;&#x518C;&#x8BE5;&#x865A;&#x62DF;&#x673A;&#x548C; mysql db service&#xFF1A;</p>
<pre><code class="lang-bash">istioctl register -n vm mysqldb &lt;ip-address-of-vm&gt; 3306
<span class="hljs-comment"># &#x793A;&#x4F8B;&#x8F93;&#x51FA;</span>
$ istioctl register mysqldb 192.168.56.112 3306
I1015 22:24:33.846492 15465 register.go:44] Registering <span class="hljs-keyword">for</span> service <span class="hljs-string">&apos;mysqldb&apos;</span> ip <span class="hljs-string">&apos;192.168.56.112&apos;</span>, ports list [{3306 mysql}]
I1015 22:24:33.846550 15465 register.go:49] 0 labels ([]) and 1 annotations ([alpha.istio.io/kubernetes-serviceaccounts=default])
W1015 22:24:33.866410 15465 register.go:123] Got <span class="hljs-string">&apos;services &quot;mysqldb&quot; not found&apos;</span> looking up svc <span class="hljs-string">&apos;mysqldb&apos;</span> <span class="hljs-keyword">in</span> namespace <span class="hljs-string">&apos;default&apos;</span>, attempting to create it
W1015 22:24:33.904162 15465 register.go:139] Got <span class="hljs-string">&apos;endpoints &quot;mysqldb&quot; not found&apos;</span> looking up endpoints <span class="hljs-keyword">for</span> <span class="hljs-string">&apos;mysqldb&apos;</span> <span class="hljs-keyword">in</span> namespace <span class="hljs-string">&apos;default&apos;</span>, attempting to create them
I1015 22:24:33.910707 15465 register.go:180] No pre existing exact matching ports list found, created new subset {[{192.168.56.112 &lt;nil&gt; nil}] [] [{mysql 3306 }]}
I1015 22:24:33.921195 15465 register.go:191] Successfully updated mysqldb, now with 1 endpoints
</code></pre>
<h3 id="&#x96C6;&#x7FA4;&#x7BA1;&#x7406;">&#x96C6;&#x7FA4;&#x7BA1;&#x7406;</h3>
<p>&#x5982;&#x679C;&#x4F60;&#x4E4B;&#x524D;&#x5728; kubernetes &#x4E0A;&#x8FD0;&#x884C;&#x8FC7; mysql&#xFF0C;&#x60A8;&#x9700;&#x8981;&#x5C06; kubernetes &#x7684; mysql service &#x79FB;&#x9664;&#xFF1A;</p>
<pre><code class="lang-bash">kubectl delete service mysql
</code></pre>
<p>&#x6267;&#x884C; istioctl &#x6765;&#x914D;&#x7F6E; service&#xFF08;&#x5728;&#x60A8;&#x7684; admin &#x673A;&#x5668;&#x4E0A;&#xFF09;&#xFF1A;</p>
<pre><code class="lang-bash">istioctl register mysql IP mysql:PORT
</code></pre>
<p>&#x6CE8;&#x610F;&#xFF1A;<code>mysqldb</code> &#x865A;&#x62DF;&#x673A;&#x4E0D;&#x9700;&#x8981;&#x4E5F;&#x4E0D;&#x5E94;&#x8BE5;&#x6709;&#x7279;&#x522B;&#x7684; kubernetes &#x6743;&#x9650;&#x3002;</p>
<h2 id="&#x4F7F;&#x7528;-mysql-&#x670D;&#x52A1;">&#x4F7F;&#x7528; mysql &#x670D;&#x52A1;</h2>
<p>bookinfo &#x4E2D;&#x7684;&#x8BC4;&#x5206;&#x670D;&#x52A1;&#x5C06;&#x4F7F;&#x7528;&#x673A;&#x5668;&#x4E0A;&#x7684;&#x6570;&#x636E;&#x5E93;&#x3002;&#x8981;&#x9A8C;&#x8BC1;&#x5B83;&#x662F;&#x5426;&#x6709;&#x6548;&#xFF0C;&#x8BF7;&#x521B;&#x5EFA;&#x4F7F;&#x7528;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x7684; mysql db &#x7684;&#x8BC4;&#x5206;&#x670D;&#x52A1;&#x7684; v2 &#x7248;&#x672C;&#x3002;&#x7136;&#x540E;&#x6307;&#x5B9A;&#x5F3A;&#x5236;&#x8BC4;&#x8BBA;&#x670D;&#x52A1;&#x4F7F;&#x7528;&#x8BC4;&#x5206; v2 &#x7248;&#x672C;&#x7684;&#x8DEF;&#x7531;&#x89C4;&#x5219;&#x3002;</p>
<pre><code class="lang-bash"><span class="hljs-comment"># &#x521B;&#x5EFA;&#x4F7F;&#x7528; mysql &#x540E;&#x7AEF;&#x7684;&#x8BC4;&#x5206;&#x670D;&#x52A1;&#x7248;&#x672C;</span>
istioctl kube-inject -n bookinfo <span class="hljs-_">-f</span> samples/bookinfo/kube/bookinfo-ratings-v2-mysql-vm.yaml | kubectl apply -n bookinfo <span class="hljs-_">-f</span> -
<span class="hljs-comment"># &#x5F3A;&#x5236; bookinfo &#x4F7F;&#x7528;&#x8BC4;&#x5206;&#x540E;&#x7AEF;&#x7684;&#x8DEF;&#x6709;&#x89C4;&#x5219;</span>
istioctl create -n bookinfo <span class="hljs-_">-f</span> samples/bookinfo/kube/route-rule-ratings-mysql-vm.yaml
</code></pre>
<p>&#x60A8;&#x53EF;&#x4EE5;&#x9A8C;&#x8BC1; bookinfo &#x5E94;&#x7528;&#x7A0B;&#x5E8F;&#x7684;&#x8F93;&#x51FA;&#x7ED3;&#x679C;&#xFF0C;&#x663E;&#x793A;&#x6765;&#x81EA; Reviewer1 &#x7684; 1 &#x661F;&#x7EA7;&#x548C;&#x6765;&#x81EA; Reviewer2 &#x7684; 4 &#x661F;&#x7EA7;&#xFF0C;&#x6216;&#x8005;&#x66F4;&#x6539;&#x865A;&#x62DF;&#x673A;&#x4E0A;&#x7684;&#x8BC4;&#x5206;&#x5E76;&#x67E5;&#x770B;&#x7ED3;&#x679C;&#x3002;</p>
<p>&#x540C;&#x65F6;&#xFF0C;&#x60A8;&#x8FD8;&#x53EF;&#x4EE5;&#x5728; <a href="https://github.com/istio/istio/blob/master/samples/rawvm/README.md" target="_blank">RawVM MySQL</a> &#x7684;&#x6587;&#x6863;&#x4E2D;&#x627E;&#x5230;&#x4E00;&#x4E9B;&#x6545;&#x969C;&#x6392;&#x67E5;&#x548C;&#x5176;&#x5B83;&#x4FE1;&#x606F;&#x3002; </p>
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