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2.2.1.1 Pod解析
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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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3.1 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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<a href="../practice/manage-compute-resources-container.html">
4.3.7 管理容器的计算资源
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4.3.8 使用Prometheus监控kubernetes集群
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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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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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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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5.2.1 Spark standalone on Kubernetes
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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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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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6.4 社区贡献
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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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7.3 使用技巧
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7.4 kubernetes service中的故障排查
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<a href=".." >2.2.13 CronJob</a>
</h1>
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<h1 id="cronjob">CronJob</h1>
<p><em>Cron Job</em> &#x7BA1;&#x7406;&#x57FA;&#x4E8E;&#x65F6;&#x95F4;&#x7684; <a href="https://kubernetes.io/docs/concepts/jobs/run-to-completion-finite-workloads/" target="_blank">Job</a>&#xFF0C;&#x5373;&#xFF1A;</p>
<ul>
<li>&#x5728;&#x7ED9;&#x5B9A;&#x65F6;&#x95F4;&#x70B9;&#x53EA;&#x8FD0;&#x884C;&#x4E00;&#x6B21;</li>
<li>&#x5468;&#x671F;&#x6027;&#x5730;&#x5728;&#x7ED9;&#x5B9A;&#x65F6;&#x95F4;&#x70B9;&#x8FD0;&#x884C;</li>
</ul>
<p>&#x4E00;&#x4E2A; CronJob &#x5BF9;&#x8C61;&#x7C7B;&#x4F3C;&#x4E8E; <em>crontab</em> &#xFF08;cron table&#xFF09;&#x6587;&#x4EF6;&#x4E2D;&#x7684;&#x4E00;&#x884C;&#x3002;&#x5B83;&#x6839;&#x636E;&#x6307;&#x5B9A;&#x7684;&#x9884;&#x5B9A;&#x8BA1;&#x5212;&#x5468;&#x671F;&#x6027;&#x5730;&#x8FD0;&#x884C;&#x4E00;&#x4E2A; Job&#xFF0C;&#x683C;&#x5F0F;&#x53EF;&#x4EE5;&#x53C2;&#x8003; <a href="https://en.wikipedia.org/wiki/Cron" target="_blank">Cron</a> &#x3002;</p>
<h3 id="&#x524D;&#x63D0;&#x6761;&#x4EF6;">&#x524D;&#x63D0;&#x6761;&#x4EF6;</h3>
<p>&#x5F53;&#x4F7F;&#x7528;&#x7684; Kubernetes &#x96C6;&#x7FA4;&#xFF0C;&#x7248;&#x672C; &gt;= 1.4&#xFF08;&#x5BF9; ScheduledJob&#xFF09;&#xFF0C;&gt;= 1.5&#xFF08;&#x5BF9; CronJob&#xFF09;&#xFF0C;&#x5F53;&#x542F;&#x52A8; API Server&#xFF08;&#x53C2;&#x8003; <a href="https://kubernetes.io/docs/admin/cluster-management/#turn-on-or-off-an-api-version-for-your-cluster" target="_blank">&#x4E3A;&#x96C6;&#x7FA4;&#x5F00;&#x542F;&#x6216;&#x5173;&#x95ED; API &#x7248;&#x672C;</a> &#x83B7;&#x53D6;&#x66F4;&#x591A;&#x4FE1;&#x606F;&#xFF09;&#x65F6;&#xFF0C;&#x901A;&#x8FC7;&#x4F20;&#x9012;&#x9009;&#x9879; <code>--runtime-config=batch/v2alpha1=true</code> &#x53EF;&#x4EE5;&#x5F00;&#x542F; batch/v2alpha1 API&#x3002;</p>
<p>&#x5178;&#x578B;&#x7684;&#x7528;&#x6CD5;&#x5982;&#x4E0B;&#x6240;&#x793A;&#xFF1A;</p>
<ul>
<li>&#x5728;&#x7ED9;&#x5B9A;&#x7684;&#x65F6;&#x95F4;&#x70B9;&#x8C03;&#x5EA6; Job &#x8FD0;&#x884C;</li>
<li>&#x521B;&#x5EFA;&#x5468;&#x671F;&#x6027;&#x8FD0;&#x884C;&#x7684; Job&#xFF0C;&#x4F8B;&#x5982;&#xFF1A;&#x6570;&#x636E;&#x5E93;&#x5907;&#x4EFD;&#x3001;&#x53D1;&#x9001;&#x90AE;&#x4EF6;&#x3002;</li>
</ul>
<h2 id="cronjob-spec">CronJob Spec</h2>
<ul>
<li><p><code>.spec.schedule</code>&#xFF1A;<strong>&#x8C03;&#x5EA6;</strong>&#xFF0C;&#x5FC5;&#x9700;&#x5B57;&#x6BB5;&#xFF0C;&#x6307;&#x5B9A;&#x4EFB;&#x52A1;&#x8FD0;&#x884C;&#x5468;&#x671F;&#xFF0C;&#x683C;&#x5F0F;&#x540C; <a href="https://en.wikipedia.org/wiki/Cron" target="_blank">Cron</a></p>
</li>
<li><p><code>.spec.jobTemplate</code>&#xFF1A;<strong>Job &#x6A21;&#x677F;</strong>&#xFF0C;&#x5FC5;&#x9700;&#x5B57;&#x6BB5;&#xFF0C;&#x6307;&#x5B9A;&#x9700;&#x8981;&#x8FD0;&#x884C;&#x7684;&#x4EFB;&#x52A1;&#xFF0C;&#x683C;&#x5F0F;&#x540C; <a href="job.html">Job</a></p>
</li>
<li><p><code>.spec.startingDeadlineSeconds</code> &#xFF1A;<strong>&#x542F;&#x52A8; Job &#x7684;&#x671F;&#x9650;&#xFF08;&#x79D2;&#x7EA7;&#x522B;&#xFF09;</strong>&#xFF0C;&#x8BE5;&#x5B57;&#x6BB5;&#x662F;&#x53EF;&#x9009;&#x7684;&#x3002;&#x5982;&#x679C;&#x56E0;&#x4E3A;&#x4EFB;&#x4F55;&#x539F;&#x56E0;&#x800C;&#x9519;&#x8FC7;&#x4E86;&#x88AB;&#x8C03;&#x5EA6;&#x7684;&#x65F6;&#x95F4;&#xFF0C;&#x90A3;&#x4E48;&#x9519;&#x8FC7;&#x6267;&#x884C;&#x65F6;&#x95F4;&#x7684; Job &#x5C06;&#x88AB;&#x8BA4;&#x4E3A;&#x662F;&#x5931;&#x8D25;&#x7684;&#x3002;&#x5982;&#x679C;&#x6CA1;&#x6709;&#x6307;&#x5B9A;&#xFF0C;&#x5219;&#x6CA1;&#x6709;&#x671F;&#x9650;</p>
</li>
<li><p><code>.spec.concurrencyPolicy</code>&#xFF1A;<strong>&#x5E76;&#x53D1;&#x7B56;&#x7565;</strong>&#xFF0C;&#x8BE5;&#x5B57;&#x6BB5;&#x4E5F;&#x662F;&#x53EF;&#x9009;&#x7684;&#x3002;&#x5B83;&#x6307;&#x5B9A;&#x4E86;&#x5982;&#x4F55;&#x5904;&#x7406;&#x88AB; Cron Job &#x521B;&#x5EFA;&#x7684; Job &#x7684;&#x5E76;&#x53D1;&#x6267;&#x884C;&#x3002;&#x53EA;&#x5141;&#x8BB8;&#x6307;&#x5B9A;&#x4E0B;&#x9762;&#x7B56;&#x7565;&#x4E2D;&#x7684;&#x4E00;&#x79CD;&#xFF1A;</p>
<ul>
<li><code>Allow</code>&#xFF08;&#x9ED8;&#x8BA4;&#xFF09;&#xFF1A;&#x5141;&#x8BB8;&#x5E76;&#x53D1;&#x8FD0;&#x884C; Job</li>
<li><code>Forbid</code>&#xFF1A;&#x7981;&#x6B62;&#x5E76;&#x53D1;&#x8FD0;&#x884C;&#xFF0C;&#x5982;&#x679C;&#x524D;&#x4E00;&#x4E2A;&#x8FD8;&#x6CA1;&#x6709;&#x5B8C;&#x6210;&#xFF0C;&#x5219;&#x76F4;&#x63A5;&#x8DF3;&#x8FC7;&#x4E0B;&#x4E00;&#x4E2A;</li>
<li><code>Replace</code>&#xFF1A;&#x53D6;&#x6D88;&#x5F53;&#x524D;&#x6B63;&#x5728;&#x8FD0;&#x884C;&#x7684; Job&#xFF0C;&#x7528;&#x4E00;&#x4E2A;&#x65B0;&#x7684;&#x6765;&#x66FF;&#x6362;</li>
</ul>
<p>&#x6CE8;&#x610F;&#xFF0C;&#x5F53;&#x524D;&#x7B56;&#x7565;&#x53EA;&#x80FD;&#x5E94;&#x7528;&#x4E8E;&#x540C;&#x4E00;&#x4E2A; Cron Job &#x521B;&#x5EFA;&#x7684; Job&#x3002;&#x5982;&#x679C;&#x5B58;&#x5728;&#x591A;&#x4E2A; Cron Job&#xFF0C;&#x5B83;&#x4EEC;&#x521B;&#x5EFA;&#x7684; Job &#x4E4B;&#x95F4;&#x603B;&#x662F;&#x5141;&#x8BB8;&#x5E76;&#x53D1;&#x8FD0;&#x884C;&#x3002;</p>
</li>
<li><p><code>.spec.suspend</code> &#xFF1A;<strong>&#x6302;&#x8D77;</strong>&#xFF0C;&#x8BE5;&#x5B57;&#x6BB5;&#x4E5F;&#x662F;&#x53EF;&#x9009;&#x7684;&#x3002;&#x5982;&#x679C;&#x8BBE;&#x7F6E;&#x4E3A; <code>true</code>&#xFF0C;&#x540E;&#x7EED;&#x6240;&#x6709;&#x6267;&#x884C;&#x90FD;&#x4F1A;&#x88AB;&#x6302;&#x8D77;&#x3002;&#x5B83;&#x5BF9;&#x5DF2;&#x7ECF;&#x5F00;&#x59CB;&#x6267;&#x884C;&#x7684; Job &#x4E0D;&#x8D77;&#x4F5C;&#x7528;&#x3002;&#x9ED8;&#x8BA4;&#x503C;&#x4E3A; <code>false</code>&#x3002;</p>
</li>
<li><p><code>.spec.successfulJobsHistoryLimit</code> &#x548C; <code>.spec.failedJobsHistoryLimit</code> &#xFF1A;<strong>&#x5386;&#x53F2;&#x9650;&#x5236;</strong>&#xFF0C;&#x662F;&#x53EF;&#x9009;&#x7684;&#x5B57;&#x6BB5;&#x3002;&#x5B83;&#x4EEC;&#x6307;&#x5B9A;&#x4E86;&#x53EF;&#x4EE5;&#x4FDD;&#x7559;&#x591A;&#x5C11;&#x5B8C;&#x6210;&#x548C;&#x5931;&#x8D25;&#x7684; Job&#x3002;</p>
<p>&#x9ED8;&#x8BA4;&#x6CA1;&#x6709;&#x9650;&#x5236;&#xFF0C;&#x6240;&#x6709;&#x6210;&#x529F;&#x548C;&#x5931;&#x8D25;&#x7684; Job &#x90FD;&#x4F1A;&#x88AB;&#x4FDD;&#x7559;&#x3002;&#x7136;&#x800C;&#xFF0C;&#x5F53;&#x8FD0;&#x884C;&#x4E00;&#x4E2A; Cron Job &#x65F6;&#xFF0C;Job &#x53EF;&#x4EE5;&#x5F88;&#x5FEB;&#x5C31;&#x5806;&#x79EF;&#x5F88;&#x591A;&#xFF0C;&#x63A8;&#x8350;&#x8BBE;&#x7F6E;&#x8FD9;&#x4E24;&#x4E2A;&#x5B57;&#x6BB5;&#x7684;&#x503C;&#x3002;&#x8BBE;&#x7F6E;&#x9650;&#x5236;&#x7684;&#x503C;&#x4E3A; <code>0</code>&#xFF0C;&#x76F8;&#x5173;&#x7C7B;&#x578B;&#x7684; Job &#x5B8C;&#x6210;&#x540E;&#x5C06;&#x4E0D;&#x4F1A;&#x88AB;&#x4FDD;&#x7559;&#x3002;</p>
</li>
</ul>
<pre><code class="lang-yaml"><span class="hljs-attr">apiVersion:</span> batch/v2alpha1
<span class="hljs-attr">kind:</span> CronJob
<span class="hljs-attr">metadata:</span>
<span class="hljs-attr"> name:</span> hello
<span class="hljs-attr">spec:</span>
<span class="hljs-attr"> schedule:</span> <span class="hljs-string">&quot;*/1 * * * *&quot;</span>
<span class="hljs-attr"> jobTemplate:</span>
<span class="hljs-attr"> spec:</span>
<span class="hljs-attr"> template:</span>
<span class="hljs-attr"> spec:</span>
<span class="hljs-attr"> containers:</span>
<span class="hljs-attr"> - name:</span> hello
<span class="hljs-attr"> image:</span> busybox
<span class="hljs-attr"> args:</span>
<span class="hljs-bullet"> -</span> /bin/sh
<span class="hljs-bullet"> -</span> -c
<span class="hljs-bullet"> -</span> date; echo Hello from the Kubernetes cluster
<span class="hljs-attr"> restartPolicy:</span> OnFailure
</code></pre>
<pre><code class="lang-Bash">$ kubectl create <span class="hljs-_">-f</span> cronjob.yaml
cronjob <span class="hljs-string">&quot;hello&quot;</span> created
</code></pre>
<p>&#x5F53;&#x7136;&#xFF0C;&#x4E5F;&#x53EF;&#x4EE5;&#x7528;<code>kubectl run</code>&#x6765;&#x521B;&#x5EFA;&#x4E00;&#x4E2A;CronJob&#xFF1A;</p>
<pre><code class="lang-bash">kubectl run hello --schedule=<span class="hljs-string">&quot;*/1 * * * *&quot;</span> --restart=OnFailure --image=busybox -- /bin/sh -c <span class="hljs-string">&quot;date; echo Hello from the Kubernetes cluster&quot;</span>
</code></pre>
<pre><code class="lang-bash">$ kubectl get cronjob
NAME SCHEDULE SUSPEND ACTIVE LAST-SCHEDULE
hello */1 * * * * False 0 &lt;none&gt;
$ kubectl get <span class="hljs-built_in">jobs</span>
NAME DESIRED SUCCESSFUL AGE
hello-1202039034 1 1 49s
$ pods=$(kubectl get pods --selector=job-name=hello-1202039034 --output=jsonpath={.items..metadata.name} <span class="hljs-_">-a</span>)
$ kubectl logs <span class="hljs-variable">$pods</span>
Mon Aug 29 21:34:09 UTC 2016
Hello from the Kubernetes cluster
<span class="hljs-comment"># &#x6CE8;&#x610F;&#xFF0C;&#x5220;&#x9664;cronjob&#x7684;&#x65F6;&#x5019;&#x4E0D;&#x4F1A;&#x81EA;&#x52A8;&#x5220;&#x9664;job&#xFF0C;&#x8FD9;&#x4E9B;job&#x53EF;&#x4EE5;&#x7528;kubectl delete job&#x6765;&#x5220;&#x9664;</span>
$ kubectl delete cronjob hello
cronjob <span class="hljs-string">&quot;hello&quot;</span> deleted
</code></pre>
<h2 id="cron-job-&#x9650;&#x5236;">Cron Job &#x9650;&#x5236;</h2>
<p>Cron Job &#x5728;&#x6BCF;&#x6B21;&#x8C03;&#x5EA6;&#x8FD0;&#x884C;&#x65F6;&#x95F4;&#x5185; <em>&#x5927;&#x6982;</em> &#x4F1A;&#x521B;&#x5EFA;&#x4E00;&#x4E2A; Job &#x5BF9;&#x8C61;&#x3002;&#x6211;&#x4EEC;&#x4E4B;&#x6240;&#x4EE5;&#x8BF4; <em>&#x5927;&#x6982;</em> &#xFF0C;&#x662F;&#x56E0;&#x4E3A;&#x5728;&#x7279;&#x5B9A;&#x7684;&#x73AF;&#x5883;&#x4E0B;&#x53EF;&#x80FD;&#x4F1A;&#x521B;&#x5EFA;&#x4E24;&#x4E2A; Job&#xFF0C;&#x6216;&#x8005;&#x4E00;&#x4E2A; Job &#x90FD;&#x6CA1;&#x521B;&#x5EFA;&#x3002;&#x6211;&#x4EEC;&#x5C1D;&#x8BD5;&#x5C11;&#x53D1;&#x751F;&#x8FD9;&#x79CD;&#x60C5;&#x51B5;&#xFF0C;&#x4F46;&#x5374;&#x4E0D;&#x80FD;&#x5B8C;&#x5168;&#x907F;&#x514D;&#x3002;&#x56E0;&#x6B64;&#xFF0C;&#x521B;&#x5EFA; Job &#x64CD;&#x4F5C;&#x5E94;&#x8BE5;&#x662F; <em>&#x5E42;&#x7B49;&#x7684;</em>&#x3002;</p>
<p>Job &#x6839;&#x636E;&#x5B83;&#x6240;&#x521B;&#x5EFA;&#x7684; Pod &#x7684;&#x5E76;&#x884C;&#x5EA6;&#xFF0C;&#x8D1F;&#x8D23;&#x91CD;&#x8BD5;&#x521B;&#x5EFA; Pod&#xFF0C;&#x5E76;&#x5C31;&#x51B3;&#x5B9A;&#x8FD9;&#x4E00;&#x7EC4; Pod &#x7684;&#x6210;&#x529F;&#x6216;&#x5931;&#x8D25;&#x3002;Cron Job &#x6839;&#x672C;&#x5C31;&#x4E0D;&#x4F1A;&#x53BB;&#x68C0;&#x67E5; Pod&#x3002;</p>
<h2 id="&#x5220;&#x9664;-cron-job">&#x5220;&#x9664; Cron Job</h2>
<p>&#x4E00;&#x65E6;&#x4E0D;&#x518D;&#x9700;&#x8981; Cron Job&#xFF0C;&#x7B80;&#x5355;&#x5730;&#x53EF;&#x4EE5;&#x4F7F;&#x7528; <code>kubectl</code> &#x547D;&#x4EE4;&#x5220;&#x9664;&#x5B83;&#xFF1A;</p>
<pre><code>$ kubectl delete cronjob hello
cronjob &quot;hello&quot; deleted
</code></pre><p>&#x8FD9;&#x5C06;&#x4F1A;&#x7EC8;&#x6B62;&#x6B63;&#x5728;&#x521B;&#x5EFA;&#x7684; Job&#x3002;&#x7136;&#x800C;&#xFF0C;&#x8FD0;&#x884C;&#x4E2D;&#x7684; Job &#x5C06;&#x4E0D;&#x4F1A;&#x88AB;&#x7EC8;&#x6B62;&#xFF0C;&#x4E0D;&#x4F1A;&#x5220;&#x9664; Job &#x6216; &#x5B83;&#x4EEC;&#x7684; Pod&#x3002;&#x4E3A;&#x4E86;&#x6E05;&#x7406;&#x90A3;&#x4E9B; Job &#x548C; Pod&#xFF0C;&#x9700;&#x8981;&#x5217;&#x51FA;&#x8BE5; Cron Job &#x521B;&#x5EFA;&#x7684;&#x5168;&#x90E8; Job&#xFF0C;&#x7136;&#x540E;&#x5220;&#x9664;&#x5B83;&#x4EEC;&#xFF1A;</p>
<pre><code>$ kubectl get jobs
NAME DESIRED SUCCESSFUL AGE
hello-1201907962 1 1 11m
hello-1202039034 1 1 8m
...
$ kubectl delete jobs hello-1201907962 hello-1202039034 ...
job &quot;hello-1201907962&quot; deleted
job &quot;hello-1202039034&quot; deleted
...
</code></pre><p>&#x4E00;&#x65E6; Job &#x88AB;&#x5220;&#x9664;&#xFF0C;&#x7531; Job &#x521B;&#x5EFA;&#x7684; Pod &#x4E5F;&#x4F1A;&#x88AB;&#x5220;&#x9664;&#x3002;&#x6CE8;&#x610F;&#xFF0C;&#x6240;&#x6709;&#x7531;&#x540D;&#x79F0;&#x4E3A; &#x201C;hello&#x201D; &#x7684; Cron Job &#x521B;&#x5EFA;&#x7684; Job &#x4F1A;&#x4EE5;&#x524D;&#x7F00;&#x5B57;&#x7B26;&#x4E32; &#x201C;hello-&#x201D; &#x8FDB;&#x884C;&#x547D;&#x540D;&#x3002;&#x5982;&#x679C;&#x60F3;&#x8981;&#x5220;&#x9664;&#x5F53;&#x524D; Namespace &#x4E2D;&#x7684;&#x6240;&#x6709; Job&#xFF0C;&#x53EF;&#x4EE5;&#x901A;&#x8FC7;&#x547D;&#x4EE4; <code>kubectl delete jobs --all</code> &#x7ACB;&#x523B;&#x5220;&#x9664;&#x5B83;&#x4EEC;&#x3002; </p>
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