如何修改Namenode侦测错误Datanode的时间

本文介绍了如何在Hadoop 0.19版本中通过调整心跳参数来更快地检测失败的DataNode节点,包括heartbeat.recheck.interval等关键配置,并解释了这些参数对集群稳定性的影响。

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A question was asked of me recently, on how to force the namenode to detect failed datanodes more quickly.

This is very useful when testing, and can be quite risky on busy clusters.
In hadoop 19, the parameter  heartbeat.recheck.interval  is the primary control.
This value, in msec, is just under 1/2 of the timeout period for a Datanode.

In hadoop 0.19, in FSNamesystem.java:

long heartbeatInterval = conf.getLong("dfs.heartbeat.interval", 3) * 1000; / 3 seconds
this.heartbeatRecheckInterval = conf.getInt( "heartbeat.recheck.interval", 5 * 60 * 1000); // 5 minutes
this.heartbeatExpireInterval = 2 * heartbeatRecheckInterval + 10 * heartbeatInterval;

To change the timeout at your client/application level, the parameter
this.socketTimeout = conf.getInt(" dfs.socket.timeout ",
HdfsConstants.READ_TIMEOUT);
this.datanodeWriteTimeout = conf.getInt(" dfs.datanode.socket.write.timeout ",
HdfsConstants.WRITE_TIMEOUT);

dfs.socket.timeout  controls the base timeout for read/connect operations against a datanode.

The constants are:
// Timeouts for communicating with DataNode for streaming writes/reads
public static int READ_TIMEOUT = 60 * 1000;
public static int WRITE_TIMEOUT = 8 * 60 * 1000;
public static int WRITE_TIMEOUT_EXTENSION = 5 * 1000; //for write pipeline



The write timeout for an individual dfs write operation is defined as
long writeTimeout = HdfsConstants.WRITE_TIMEOUT_EXTENSION * nodes.length +
datanodeWriteTimeout;
or 40 minutes times the replication factor.

The socket timeout for a dfs operation is defined as:
int timeoutValue = 3000 * nodes.length + socketTimeout;
which is roughly the replication factor times 3 minutes.
Hadoop集群中的 NamenodeDatanode 和 SecondaryNamenode 分别扮演着核心角色。在一个包含1个NameNode、3个DataNodes和1个SecondaryNameNode的配置中,你需要做以下几个步骤: 1. **NameNode (Namenode)**: 配置 `hdfs-site.xml` 文件,设置 `dfs.nameservices` 属性指明你的唯一命名空间服务名称。然后,创建一个对应的 `core-site.xml` 或 `hdfs-site.xml` 中的 `<serviceId>` 元素,指定NameNode的地址。 ```xml <configuration> <property> <name>dfs.nameservices</name> <value>your-service-name</value> </property> <!-- 其他NameNode相关配置 --> </configuration> ``` 2. **SecondaryNameNode**: 配置 `hdfs-site.xml`,添加 `dfs.namenode.secondary.http-address` 和 `dfs.namenode.backup.address` 来指定SecondaryNameNode的服务端口。这个节点用于定期合并FsImage和EditLog文件,提高数据一致性。 ```xml <property> <name>dfs.secondary.http.address</name> <value>your-secondary-node-ip:port</value> </property> <property> <name>dfs.namenode.backup.address</name> <value>your-secondary-node-ip:another-port</value> </property> ``` 3. **DataNodes**: 安装并配置 DataNodes,它们连接到NameNode并通过HTTP协议发送心跳和块报告。确保每个DataNode的 `dfs.datanode.address` 和 `dfs.datanode.http.address` 都能正常工作。 ```xml <property> <name>dfs.datanode.address</name> <value>your-data-node-ip:port</value> </property> <property> <name>dfs.datanode.http.address</name> <value>your-data-node-ip:http-port</value> </property> ``` 完成上述配置后,启动各个组件,注意监控其运行状态以及日志,确保节点间通信正常。
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