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Hadoop Multi Node Clusters

Installing Java

Syntax of java version command

$ java -version

 Following output is presented.

java version "1.7.0_71" 

Java(TM) SE Runtime Environment (build 1.7.0_71-b13)

Java HotSpot(TM) Client VM (build 25.0-b02, mixed mode)

 

Creating User Account

System user account on both master and slave systems should be created to use the Hadoop installation.

# useradd hadoop 

# passwd hadoop

 

Mapping the nodes

hosts file should be edited in /etc/ folder on all nodes and IP address of each system followed by their host names must be specified.

# vi /etc/hosts

 Enter the following lines in the /etc/hosts file.

192.168.1.109 hadoop-master

192.168.1.145 hadoop-slave-1

192.168.56.1 hadoop-slave-2

 

Configuring Key Based Login

Ssh should be setup in each node such that they can converse with one another without any prompt for password.

# su hadoop 

$ ssh-keygen -t rsa 

$ ssh-copy-id -i ~/.ssh/id_rsa.pub tutorialspoint@hadoop-master

$ ssh-copy-id -i ~/.ssh/id_rsa.pub hadoop_tp1@hadoop-slave-1 

$ ssh-copy-id -i ~/.ssh/id_rsa.pub hadoop_tp2@hadoop-slave-2

$ chmod 0600 ~/.ssh/authorized_keys 

$ exit

 

Installing Hadoop

Hadoop should be downloaded in the master server.

# mkdir /opt/hadoop 

# cd /opt/hadoop/ 

# wget http://apache.mesi.com.ar/hadoop/common/hadoop-1.2.1/hadoop-1.2.0.tar.gz 

# tar -xzf hadoop-1.2.0.tar.gz 

# mv hadoop-1.2.0 hadoop 

# chown -R hadoop /opt/hadoop 

# cd /opt/hadoop/hadoop/

 

Configuring Hadoop

Hadoop server must be configured

core-site.xml should be edited.

<configuration> 

<property> 

<name>fs.default.name</name><value>hdfs://hadoop-master:9000/</value> 

</property> 

<property> 

<name>dfs.permissions</name> 

<value>false</value> 

</property> 

</configuration>

 

hdfs-site.xml file should be editted.

<configuration> 

<property> 

<name>dfs.data.dir</name> 

<value>/opt/hadoop/hadoop/dfs/name/data</value> 

<final>true</final> 

</property> 

<property> 

<name>dfs.name.dir</name> 

<value>/opt/hadoop/hadoop/dfs/name</value> 

<final>true</final> 

</property> 

<property> 

<name>dfs.replication</name> 

<value>1</value> 

</property> 

</configuration>

 

mapred-site.xml file should be editted.

<configuration> 

<property> 

<name>mapred.job.tracker</name><value>hadoop-master:9001</value> 

</property> 

</configuration> 

JAVA_HOME, HADOOP_CONF_DIR, and HADOOP_OPTS should be edited. 

export JAVA_HOME=/opt/jdk1.7.0_17 

export HADOOP_OPTS=-Djava.net.preferIPv4Stack=true

export HADOOP_CONF_DIR=/opt/hadoop/hadoop/conf 

 

Installing Hadoop on Slave Servers

Hadoop should be installed on all the slave servers

# su hadoop 

$ cd /opt/hadoop 

$ scp -r hadoop hadoop-slave-1:/opt/hadoop

$ scp -r hadoop hadoop-slave-2:/opt/hadoop

 

Configuring Hadoop on Master Server

Master server should be  configured

# su hadoop 

$ cd /opt/hadoop/hadoop

 

Master Node Configuration

$ vi etc/hadoop/masters  

hadoop-master

 

Slave Node Configuration

$ vi etc/hadoop/slaves 

hadoop-slave-1

hadoop-slave-2

 

Name Node format on Hadoop Master

# su hadoop 

$ cd /opt/hadoop/hadoop 

$ bin/hadoop namenode –format
 
11/10/14 10:58:07 INFO namenode.NameNode: STARTUP_MSG:

/************************************************************

STARTUP_MSG: Starting NameNode

STARTUP_MSG: host = hadoop-master/192.168.1.109

STARTUP_MSG: args = [-format]

STARTUP_MSG: version = 1.2.0

STARTUP_MSG: build =

https://svn.apache.org/repos/asf/hadoop/common/branches/branch-1.2 -r 1479473; compiled by 'hortonfo' on Mon May 6 06:59:37 UTC 2013

STARTUP_MSG: java = 1.7.0_71

************************************************************/

11/10/14 10:58:08 INFO util.GSet: Computing capacity for map BlocksMap editlog=/opt/hadoop/hadoop/dfs/name/current/edits

………………………………………………….

………………………………………………….

………………………………………………….

11/10/14 10:58:08 INFO common.Storage: Storage directory /opt/hadoop/hadoop/dfs/name has been successfully formatted.

11/10/14 10:58:08 INFO namenode.NameNode: SHUTDOWN_MSG: /************************************************************

SHUTDOWN_MSG: Shutting down NameNode at hadoop-master/192.168.1.15

************************************************************/

 

Hadoop Services

Starting Hadoop services on the Hadoop-Master.

$ cd $HADOOP_HOME/sbin 

$ start-all.sh

 

Addition of a New DataNode in the Hadoop Cluster

Networking

Add new nodes to an existing Hadoop cluster with some suitable network configuration. suppose the following network configuration.

For New node Configuration:

IP address : 192.168.1.103

netmask : 255.255.255.0 

hostname : slave3.in

 

Adding a User and SSH Access

Add a User

“hadoop” user must be added and password of Hadoop user can be set to anything one wants.

useradd hadoop

passwd hadoop

 

To be executed on master

mkdir -p $HOME/.ssh

chmod 700 $HOME/.ssh 

ssh-keygen -t rsa -P '' -f $HOME/.ssh/id_rsa 

cat $HOME/.ssh/id_rsa.pub >> $HOME/.ssh/authorized_keys

chmod 644 $HOME/.ssh/authorized_keys 

Copy the public key to new slave node in hadoop user $HOME directory 

scp $HOME/.ssh/id_rsa.pub hadoop@192.168.1.103:/home/hadoop/ 

 

To be executed on slaves

su hadoop ssh -X hadoop@192.168.1.103

Content of public key must be copied into file “$HOME/.ssh/authorized_keys” and then the permission for the same must be changed.

cd $HOME 

mkdir -p $HOME/.ssh

chmod 700 $HOME/.ssh  

cat id_rsa.pub >>$HOME/.ssh/authorized_keys

chmod 644 $HOME/.ssh/authorized_keys

 ssh login must be changed from the master machine. Possibility of ssh to the new node without a password from the master must be verified.

ssh hadoop@192.168.1.103 or hadoop@slave3 

 

Set Hostname of New Node

Hostname is set in file /etc/sysconfig/network

On new slave3 machine 

NETWORKING=yes 

HOSTNAME=slave3.in

Machine must be restarted or hostname command should be run to a new machine with the respective hostname to make changes effective.

On slave3 node machine:

hostname slave3.in

/etc/hosts must be updated on all machines of the cluster

192.168.1.102 slave3.in slave3

 ping the machine with hostnames to check whether it is resolving to IP.

ping master.in 

 

Start the DataNode on New Node

Datanode daemon should be started manually using $HADOOP_HOME/bin/hadoop-daemon.sh script. Master(NameNode) should join the cluster after being automatically contacted. New node should be added to the conf/slaves file in the master server. New node will be recognized by script-based commands.

 

Login to new node

su hadoop or ssh -X hadoop@192.168.1.103

 

HDFS is started on a newly added slave node

./bin/hadoop-daemon.sh start datanode

 

jps command output must be checked on a new node.

$ jps 

7141 DataNode 

10312 Jps

 

Removing a DataNode

Node can be removed from a cluster as it is running, without any data loss. A decommissioning feature is made available by HDFS which ensures that removing a node is performed securely.

Step 1

Login to master machine user where Hadoop is installed.

$ su hadoop

 

Step 2

Before starting the cluster an exclude file must be configured. A key named dfs.hosts.exclude should be added to our$HADOOP_HOME/etc/hadoop/hdfs-site.xmlfile.

NameNode’s local file system which contains a list of machines which are not permitted to connect to HDFS receives full path by this key and the value associated with it.

<property>

<name>dfs.hosts.exclude</name><value>/home/hadoop/hadoop-1.2.1/hdfs_exclude.txt</value><description>>DFS exclude</description>

</property> 

 

Step 3

Hosts to decommission are determined.

Additions should be made to file recognized by the hdfs_exclude.txt for every machine to be decommissioned which will prevent them from connecting to the NameNode.

slave2.in

 

Step 4

Force configuration reload.

“$HADOOP_HOME/bin/hadoop dfsadmin -refreshNodes” should be run

$ $HADOOP_HOME/bin/hadoop dfsadmin -refreshNodes

 

NameNode will be forced to re-read its configuration, this is inclusive of the newly updated ‘excludes’ file. Nodes will be decommissioned over a period of time, allowing time for each node’s blocks to be replicated onto machines which are scheduled to remain active.

jps command output should be checked on slave2.in. DataNode process will shutdown automatically.

 

Step 5

Shutdown nodes.

The decommissioned hardware can be carefully shut down for maintenance after the decommission process has been finished.

$ $HADOOP_HOME/bin/hadoop dfsadmin -report

 

Step 6

Excludes are edited again and once the machines have been decommissioned, they can be removed from the ‘excludes’ file. “$HADOOP_HOME/bin/hadoop dfsadmin -refreshNodes” will read the excludes file back into the NameNode;DataNodes will rejoin the cluster after the maintenance has been completed, or if additional capacity is needed in the cluster again.

To run/shutdown tasktracker

$ $HADOOP_HOME/bin/hadoop-daemon.sh stop tasktracker

$ $HADOOP_HOME/bin/hadoop-daemon.sh start tasktracker

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