hadoop官方文档学习笔记(1)——resource manager HA

resource manager HA是hadoop自从2.4之后推出的功能,以Active/Standby的方式提供冗余,目的是为了消除单点失败的风险。

1、总体架构:

hadoop官方文档学习笔记(1)——resource manager HA

2、故障切换:有自动和手动两种形式。

手动:如果以手动形式切换,使用yarn haadmin命令首先将Active节点转为standby,再将standby节点转为active。

自动:RM有基于zookeeper的节点选举机制决定哪一个是活动节点。不需要像HDFS一样部署一个zkfc守护进程,因为RM内嵌了这样的功能。

做了rm的HA之后,所有节点和客户端都要列出所有RM节点,连接时会用轮询的方式遍历,直到找到一个active的节点。如果活动节点down了,它们会继续轮询。这一动作被实现为org.apache.hadoop.yarn.client.ConfiguredRMFailoverProxyProvider类。可以通过重新实现该类,并在yarn.client.failover-proxy-provider 配置项中指定新的类名来改写这一行为逻辑。


3、配置

Configuration Properties Description
yarn.resourcemanager.zk-address Address of the ZK-quorum. Used both for the state-store and embedded leader-election.
yarn.resourcemanager.ha.enabled Enable RM HA.
yarn.resourcemanager.ha.rm-ids List of logical IDs for the RMs. e.g., “rm1,rm2”.
yarn.resourcemanager.hostname.rm-id For each rm-id, specify the hostname the RM corresponds to. Alternately, one could set each of the RM’s service addresses.
yarn.resourcemanager.address.rm-id For each rm-id, specify host:port for clients to submit jobs. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.scheduler.address.rm-id For each rm-id, specify scheduler host:port for ApplicationMasters to obtain resources. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.resource-tracker.address.rm-id For each rm-id, specify host:port for NodeManagers to connect. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.admin.address.rm-id For each rm-id, specify host:port for administrative commands. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.webapp.address.rm-id For each rm-id, specify host:port of the RM web application corresponds to. You do not need this if you set yarn.http.policy to HTTPS_ONLY. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.webapp.https.address.rm-id For each rm-id, specify host:port of the RM https web application corresponds to. You do not need this if you set yarn.http.policy to HTTP_ONLY. If set, overrides the hostname set in yarn.resourcemanager.hostname.rm-id.
yarn.resourcemanager.ha.id Identifies the RM in the ensemble. This is optional; however, if set, admins have to ensure that all the RMs have their own IDs in the config.
yarn.resourcemanager.ha.automatic-failover.enabled Enable automatic failover; By default, it is enabled only when HA is enabled.
yarn.resourcemanager.ha.automatic-failover.embedded Use embedded leader-elector to pick the Active RM, when automatic failover is enabled. By default, it is enabled only when HA is enabled.
yarn.resourcemanager.cluster-id Identifies the cluster. Used by the elector to ensure an RM doesn’t take over as Active for another cluster.
yarn.client.failover-proxy-provider The class to be used by Clients, AMs and NMs to failover to the Active RM.
yarn.client.failover-max-attempts The max number of times FailoverProxyProvider should attempt failover.
yarn.client.failover-sleep-base-ms The sleep base (in milliseconds) to be used for calculating the exponential delay between failovers.
yarn.client.failover-sleep-max-ms The maximum sleep time (in milliseconds) between failovers.
yarn.client.failover-retries The number of retries per attempt to connect to a ResourceManager.
yarn.client.failover-retries-on-socket-timeouts The number of retries per attempt to connect to a ResourceManager on socket timeouts.

4、示例(最小配置)

<property>
 <name>yarn.resourcemanager.ha.enabled</name>
 <value>true</value>
</property>
<property>
 <name>yarn.resourcemanager.cluster-id</name>
 <value>cluster1</value>
</property>
<property>
 <name>yarn.resourcemanager.ha.rm-ids</name>
 <value>rm1,rm2</value>
</property>
<property>
 <name>yarn.resourcemanager.hostname.rm1</name>
 <value>master1</value>
</property>
<property>
 <name>yarn.resourcemanager.hostname.rm2</name>
 <value>master2</value>
</property>
<property>
 <name>yarn.resourcemanager.webapp.address.rm1</name>
 <value>master1:8088</value>
</property>
<property>
 <name>yarn.resourcemanager.webapp.address.rm2</name>
 <value>master2:8088</value>
</property>
<property>
 <name>yarn.resourcemanager.zk-address</name>
 <value>zk1:2181,zk2:2181,zk3:2181</value>
</property>

5、管理命令


查看节点状态:
$ yarn rmadmin -getServiceState rm1
active

$ yarn rmadmin -getServiceState rm2
standby

故障切换:

 $ yarn rmadmin -transitionToStandby rm1
$ yarn rmadmin -transitionToActive rm2

注意:
 开启自动故障切换后,系统为防止造成脑裂或其它不一致的状态,会拒绝人为管理HA状态。如果非常清楚自己的行为,可以在切换命令中指定-forcemanual选项。

原创文章,作者:Maggie-Hunter,如若转载,请注明出处:https://blog.ytso.com/190597.html

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