在Linux上配置Hadoop高可用性(High Availability, HA)主要包括配置NameNode和ResourceManager的高可用性,使用zookeeper進(jìn)行協(xié)調(diào),以及配置數(shù)據(jù)備份和恢復(fù)策略等。以下是詳細(xì)的步驟:
1. 準(zhǔn)備工作
- 環(huán)境準(zhǔn)備:確保所有節(jié)點(diǎn)(至少3個(gè))安裝相同版本的Hadoop,并配置好網(wǎng)絡(luò),使得節(jié)點(diǎn)之間可以互相通信。
- 關(guān)閉防火墻:臨時(shí)關(guān)閉防火墻以便進(jìn)行后續(xù)配置。
2. 配置NameNode高可用性
- 配置文件:
- core-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>fs.defaultFS</<span>name></span> <<span>value></span>hdfs://cluster1</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>ha.zookeeper.quorum</<span>name></span> <<span>value></span>zoo1:2181,zoo2:2181,zoo3:2181</<span>value></span> </<span>property></span> </<span>configuration></span>
- hdfs-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>dfs.replication</<span>name></span> <<span>value></span>3</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.namenode.name.dir</<span>name></span> <<span>value></span>/path/to/namenode/dir1,/path/to/namenode/dir2</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.namenode.shared.edits.dir</<span>name></span> <<span>value></span>qjournal://journalnode1:8485;journalnode2:8485;journalnode3:8485/cluster1</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>dfs.ha.automatic-failover.enabled</<span>name></span> <<span>value></span>true</<span>value></span> </<span>property></span> </<span>configuration></span>
- core-site.xml:
- 啟動(dòng)ZooKeeper Failover Controller (ZKFC):在兩個(gè)NameNode上啟動(dòng)ZKFC進(jìn)程,用于監(jiān)控NameNode的狀態(tài)并執(zhí)行故障轉(zhuǎn)移。
3. 配置ResourceManager高可用性
- 配置文件:
- yarn-site.xml:
<<span>configuration></span> <<span>property></span> <<span>name></span>yarn.resourcemanager.ha.enabled</<span>name></span> <<span>value></span>true</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>yarn.resourcemanager.cluster-id</<span>name></span> <<span>value></span>yarn1</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>yarn.resourcemanager.ha.rm-ids</<span>name></span> <<span>value></span>rm1,rm2</<span>value></span> </<span>property></span> <<span>property></span> <<span>name></span>yarn.resourcemanager.zk-address</<span>name></span> <<span>value></span>zoo1:2181,zoo2:2181,zoo3:2181</<span>value></span> </<span>property></span> </<span>configuration></span>
- yarn-site.xml:
- 啟動(dòng)ResourceManager:在兩個(gè)ResourceManager節(jié)點(diǎn)上啟動(dòng)ResourceManager進(jìn)程。
4. 配置DataNode
- 配置文件:
- hdfs-site.xml(在DataNode上也需配置):
<<span>property></span> <<span>name></span>dfs.datanode.data.dir</<span>name></span> <<span>value></span>/path/to/datanode/dir</<span>value></span> </<span>property></span>
- hdfs-site.xml(在DataNode上也需配置):
- 啟動(dòng)DataNode:在每個(gè)DataNode上啟動(dòng)DataNode進(jìn)程。
5. 監(jiān)控和告警
- 監(jiān)控工具:使用Hadoop的內(nèi)置監(jiān)控工具或第三方監(jiān)控工具(如Ganglia、prometheus等)來監(jiān)控集群的狀態(tài)和性能指標(biāo)。
6. 測(cè)試故障轉(zhuǎn)移
- 模擬NameNode或ResourceManager故障,驗(yàn)證自動(dòng)故障轉(zhuǎn)移機(jī)制是否正常工作。
通過以上步驟,可以在Linux上配置Hadoop的高可用性,確保在節(jié)點(diǎn)故障時(shí)集群能夠自動(dòng)進(jìn)行故障轉(zhuǎn)移,保證服務(wù)的連續(xù)性和數(shù)據(jù)的可靠性。