Added first content to ODPi BigTop Hadoop setup and running section Signed-off-by: Robert Wolff <robert.wolff@linaro.org>
7.8 KiB
This post concentrates on Running Hadoop after installing ODPi components built using Apache BigTop. These steps are only for configuring it on a single node and running them on a single node.
Add Hadoop User
We need to create a dedicated user (hduser) for running Hadoop. This user needs to be added to hadoop usergroup:
sudo useradd -G hadoop hduser
give a password for hduser
sudo passwd hduser
Add hduser to sudoers list
On Debian:
sudo adduser hduser sudo
On Centos:
sudo usermod -G wheel hduser
Switch to hduser:
sudo su - hduser
Generate ssh key for hduser
ssh-keygen -t rsa -P ""
Press <enter> to leave to default file name.
Enable ssh access to local machine:
cat $HOME/.ssh/id_rsa.pub >> $HOME/.ssh/authorized_keys
Test ssh setup, as hduser:
ssh localhost
Disabling IPv6
sudo nano /etc/sysctl.conf
Add the below lines to the end and save:
net.ipv6.conf.all.disable_ipv6 = 1
net.ipv6.conf.default.disable_ipv6 = 1
net.ipv6.conf.lo.disable_ipv6 = 1
Prefer IPv4 on Hadoop:
sudo nano /etc/hadoop/conf/hadoop-env.sh
Uncomment line:
# export HADOOP_OPTS=-Djava.net.preferIPV4stack=true
Run sysctl to apply the changes:
sudo sysctl -p
Configuring the app environment
Configure the app environment by following steps:
sudo mkdir -p /app/hadoop/tmp
sudo chown hduser:hadoop /app/hadoop/tmp
sudo chmod 750 /app/hadoop/tmp
sudo chown hduser:hadoop /usr/lib/hadoop
sudo chmod 750 /usr/lib/hadoop
Setting up Environment Variables
Follow the below steps to setup Environment Variables in bash file :
sudo su - hduser
nano .bashrc
Add the following to the end and save:
export HADOOP_HOME=/usr/lib/hadoop
export HADOOP_PREFIX=$HADOOP_HOME
export HADOOP_OPTS="-Djava.library.path=$HADOOP_PREFIX/lib/native"
export HADOOP_LIBEXEC_DIR=/usr/lib/hadoop/libexec
export HADOOP_CONF_DIR=$HADOOP_HOME/etc/hadoop
export HADOOP_COMMON_LIB_NATIVE_DIR=$HADOOP_HOME/lib/native
export HADOOP_COMMON_HOME=$HADOOP_HOME
export HADOOP_MAPRED_HOME=/usr/lib/hadoop-mapreduce
export HADOOP_HDFS_HOME=/usr/lib/hadoop-hdfs
export YARN_HOME=/usr/lib/hadoop-yarn
export HADOOP_YARN_HOME=/usr/lib/hadoop-yarn/
export CLASSPATH=$CLASSPATH:.
export CLASSPATH=$CLASSPATH:$HADOOP_HOME/hadoop-common-2.6.0.jar
export CLASSPATH=$CLASSPATH:$HADOOP_HOME/client/hadoop-hdfs-2.6.0.jar
export JAVA_HOME=$(readlink -f /usr/bin/java | sed "s:bin/java::")
export PATH=/usr/lib/hadoop/libexec:/etc/hadoop/conf:$HADOOP_HOME/bin/:$PATH
Execute the terminal environment again (bash
), or simply logout and change to hduser
again.
Modifying config files
core-site.xml
sudo nano /etc/hadoop/conf/core-site.xml
And add/modify the following settings: Look for property with fs.defaultFS and modify as below:
<property>
<name>fs.default.name</name>
<value>hdfs://localhost:54310</value>
<description>The name of the default file system. A URI whose
scheme and authority determine the FileSystem implementation. The
uri's scheme determines the config property (fs.SCHEME.impl) naming
the FileSystem implementation class. The uri's authority is used to
determine the host, port, etc. for a filesystem.</description>
</property>
Add this to the bottom before </configuration> tag:
<property>
<name>hadoop.tmp.dir</name>
<value>/app/hadoop/tmp</value>
<description>A base for other temporary directories.</description>
</property>
mapred-site.xml
sudo nano /etc/hadoop/conf/mapred-site.xml
Modify existing properties as follows: Look for property tag with as mapred.job.tracker and modify as below:
<property>
<name>mapred.job.tracker</name>
<value>localhost:54311</value>
<description>The host and port that the MapReduce job tracker runs
at. If "local", then jobs are run in-process as a single map
and reduce task.
</description>
</property>
hdfs-site.xml:
sudo nano /etc/hadoop/conf/hdfs-site.xml
Modify existing property as below :
<property>
<name>dfs.replication</name>
<value>1</value>
<description>Default block replication.
The actual number of replications can be specified when the file is created.
The default is used if replication is not specified in create time.
</description>
</property>
Format Namenode
This step is needed for the first time. Doing it every time will result in loss of content on HDFS.
sudo /etc/init.d/hadoop-hdfs-namenode init
Start the YARN daemons
for i in hadoop-hdfs-namenode hadoop-hdfs-datanode ; do sudo service $i start ; done
sudo /etc/init.d/hadoop-yarn-resourcemanager start
sudo /etc/init.d/hadoop-yarn-nodemanager start
Validating Hadoop
Check if hadoop is running. jps command should list namenode, datanode, yarn resource manager. or use ps aux
sudo jps
or
ps aux | grep java
Alternatively, check if yarn managers are running:
sudo /etc/init.d/hadoop-yarn-resourcemanager status
sudo /etc/init.d/hadoop-yarn-nodemanager status
You would see like below:
● hadoop-yarn-nodemanager.service - LSB: Hadoop nodemanager
Loaded: loaded (/etc/init.d/hadoop-yarn-nodemanager)
Active: active (running) since Tue 2015-12-22 18:25:03 UTC; 1h 24min ago
CGroup: /system.slice/hadoop-yarn-nodemanager.service
└─10366 /usr/lib/jvm/java-1.7.0-openjdk-arm64/bin/java -Dproc_node...
Dec 22 18:24:57 debian su[10348]: Successful su for yarn by root
Dec 22 18:24:57 debian su[10348]: + ??? root:yarn
Dec 22 18:24:57 debian su[10348]: pam_unix(su:session): session opened for ...0)
Dec 22 18:24:57 debian hadoop-yarn-nodemanager[10305]: starting nodemanager, ...
Dec 22 18:24:58 debian su[10348]: pam_unix(su:session): session closed for ...rn
Dec 22 18:25:03 debian hadoop-yarn-nodemanager[10305]: Started Hadoop nodeman...
Run teragen, terasort and teravalidate
hadoop jar /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar teragen 1000000 terainput
hadoop jar /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar terasort terainput teraoutput
hadoop jar /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples.jar teravalidate -D mapred.reduce.tasks=8 teraoutput teravalidate
Stop the Hadoop services
sudo /etc/init.d/hadoop-yarn-nodemanager stop
sudo /etc/init.d/hadoop-yarn-resourcemanager stop
for i in hadoop-hdfs-namenode hadoop-hdfs-datanode ; do sudo service $i stop; done
Potential Errors / Issues and Resolutions
- If Teragen, TeraSort and TeraValidate error out with 'permission denied' exception. The following steps can be done:
sudo groupadd supergroup
sudo usermod -g supergroup hduser
- If for some weird reason, if you notice the config files (core-site.xml, hdfs-site.xml, etc) are empty.
You may have delete all the packages and re-run the steps of installation from scratch.
- Error while formatting namenode With the following command:
sudo /etc/init.d/hadoop-hdfs-namenode init
If you see the following error:
WARN net.DNS: Unable to determine local hostname -falling back to "localhost"
java.net.UnknownHostException: centos: centos
at java.net.InetAddress.getLocalHost(InetAddress.java:1496)
at org.apache.hadoop.net.DNS.resolveLocalHostname(DNS.java:264)
at org.apache.hadoop.net.DNS.<clinit>(DNS.java:57)
Something is wrong in the network setup. Please check /etc/hosts file.
```shell
sudo nano /etc/hosts
The hosts file should like below:
127.0.0.1 <hostname> localhost localhost.localdomain #hostname should have the output of $ hostname
::1 localhost
Also try the following steps:
sudo rm -Rf /app/hadoop/tmp
hadoop namenode -format