Month: October 2013

Deploying multinode Hadoop 2.0 cluster using Apache Ambari

October 31, 2013

The Apache Hadoop community recently made the GA release of Apace Hadoop 2.0, which is a pretty big deal. Hadoop 2.0 is  basically a re-architecture and re-write of major components of classic Hadoop including the NextGen MapReduce Framework based on Hadoop YARN, and federated Namenodes. Bottomline, the architectural changes in Hadoop 2.0 allows it to scale to much larger clusters.

Deploying Hadoop manually can be a long and tedious process. I really wanted to try the new Hadoop, and I quickly realized Apache Ambari now supports the deployment of Hadoop 2.0. Apache Ambari has come a long way since last year and has really become one of my preferred Hadoop deployment tools for Hadoop 1.*.

In this article below, I will go through the steps I followed to get a Hadoop 2.0 cluster running on Rackspace Public Cloud. I just chose Rackspace public cloud as I have easy access to it, but doing it on Amazon or even dedicated servers should be just as easy too.

1. Create cloud servers on Rackspace Public Cloud.

You can create cloud servers using the Rackspace Control Panel or using their APIs directly or using any of the widely available bindings.

For Hadoop cluster, I am using:

  • Large flavors ie 8GB or above.
  • CentOS6.* as Guest Operating System.

To actually create the servers, I will use a slightly modified version of bulk servers create script. I will create one server for Apache Ambari and a number of servers for Apache Hadoop Cluster and I will then use Ambari to install the Hadoop onto the Hadoop cluster servers.

So basically, I have created the following servers:


and have recorded their hostnames, public/private ip addresses and root passwords for each.

2. Prepare the servers.

SSH into the newly created Ambari server eg. myhadoop-Ambari. Update its /etc/hosts file with the entry for each server above.

Also create a hosts.txt file with the hostnames of the servers from above.

root@myhadoop-Ambari$ cat hosts.txt

At this point, from the same Ambari server, run the following script which will ssh into all of the servers specified in the hosts.txt file and set them up.

Specifically, the script will set up passwordless SSH between the servers and also disable iptables among other things.


set -x

# Generate SSH keys
ssh-keygen -t rsa
cd ~/.ssh
cat >> authorized_keys

cd ~
# Distribute SSH keys
for host in `cat hosts.txt`; do
    cat ~/.ssh/ | ssh root@$host "mkdir -p ~/.ssh; cat >> ~/.ssh/authorized_keys"
    cat ~/.ssh/id_rsa | ssh root@$host "cat > ~/.ssh/id_rsa; chmod 400 ~/.ssh/id_rsa"
    cat ~/.ssh/ | ssh root@$host "cat > ~/.ssh/"

# Distribute hosts file
for host in `cat hosts.txt`; do
    scp /etc/hosts root@$host:/etc/hosts

# Prepare other basic things
for host in `cat hosts.txt`; do
    ssh root@$host "sed -i s/SELINUX=enforcing/SELINUX=disabled/g /etc/selinux/config"
    ssh root@$host "chkconfig iptables off"
    ssh root@$host "/etc/init.d/iptables stop"
    echo "enabled=0" | ssh root@$host "cat > /etc/yum/pluginconf.d/refresh-packagekit.conf"

Note, this step will ask for root password for each of the servers before setting them for passwordless access.

3 Install Ambari.

While still on the Ambari server, run the following script that will install Apache Ambari.


set -x

if [[ $EUID -ne 0 ]]; then
    echo "This script must be run as root"
    exit 1

# Install Ambari server
cd ~
cp ambari.repo /etc/yum.repos.d/
yum install -y epel-release
yum repolist
yum install -y ambari-server

# Setup Ambari server
ambari-server setup -s

# Start Ambari server
ambari-server start

ps -ef | grep Ambari

Once the installation completes, you should be able to login to the ip address of the Ambari servers on the browser and access its web interface.


admin/admin is the default username and password.

4. Install Hadoop.

Once logged into the Ambari web portal, it is pretty intuitive to create a Hadoop Cluster through its wizard.

It will ask for hostnames and SSH Private Key, which you can get from the Ambari Server.

root@myhadoop-Ambari$ cat hosts.txt
root@myhadoop-Ambari$ cat ~/.ssh/id_rsa

You should be able to just follow the wizard and complete the Hadoop 2.0 Installation at this point. The process the install Hadoop 1.* is almost exactly the same although some of the services like YARN don’t exist.

Apache Ambari will let you install a plethora of services including HDFS, YARN, MapReduce2, HBase, HIVE, Oozie, Ganglia, Nagios, ZooKeeper and Hive and Pig clients. As you go through the installation wizard, you can choose what service goes on which server.

5. Validate Hadoop:

SSH to myhadoop1 and run the script to do a wordcount on all books of Shakespeare.


set -x

su hdfs - -c "hadoop fs -rmdir /shakespeare"
cd /tmp
tar xjvf shakespeare.tar.bz2
now=`date +"%y%m%d-%H%M"`
su hdfs - -c "hadoop fs -mkdir -p /shakespeare"
su hdfs - -c "hadoop fs -mkdir -p /shakespeare/$now"
su hdfs - -c "hadoop fs -put /tmp/Shakespeare /shakespeare/$now/input"
su hdfs - -c "hadoop jar /usr/lib/hadoop-mapreduce/hadoop-mapreduce-examples- wordcount /shakespeare/$now/input /shakespeare/$now/output"
su hdfs - -c "hadoop fs -cat /shakespeare/$now/output/part-r-* | sort -nk2"

So you have your first Hadoop 2.0 cluster running and validated. Feed free to look into the scripts, its mostly instructions from the Hortonworks docs scripted out. Have fun Hadooping!

Bulk creating Rackspace cloud servers using Script

October 31, 2013

I keep having to create a large number of cloud servers on Rackspace Cloud, so I can play with things like Hadoop and Cassandra.
Using the control panel to create one server at a time, and record each login password and ip, and wait till the server goes active can get really tedious very soon.
So here’s a little script that installs the REST API python binding ‘rackspace-novaclient’ on an Ubuntu server, and prompts you for the image, flavor and number of servers to create, then goes and creates the servers.

On an Ubuntu server, first export your Rackspace Cloud auth credentials (either as root or sudo user)

export OS_USERNAME=<username>
export OS_PASSWORD=<apikey>
export OS_TENANT_NAME=<username>
export OS_AUTH_SYSTEM=rackspace
export OS_AUTH_URL=

Here is the actual script:


set -x

# Install the Client
if [[ $EUID -ne 0 ]]; then
	sudo apt-get update
	sudo apt-get install python-dev python-pip python-virtualenv
	apt-get update
	apt-get install python-dev python-pip python-virtualenv

virtualenv ~/.env
source ~/.env/bin/activate
pip install pbr
pip install python-novaclient
pip install rackspace-novaclient

# Read AUTH Credentials
: ${OS_USERNAME:?"Need to set OS_USERNAME non-empty"}
: ${OS_PASSWORD:?"Need to set OS_PASSWORD non-empty"}
: ${OS_TENANT_NAME:?"Need to set OS_TENANT_NAME non-empty"}
: ${OS_AUTH_SYSTEM:?"Need to set OS_AUTH_SYSTEM non-empty"}
: ${OS_AUTH_URL:?"Need to set OS_AUTH_URL non-empty"}
: ${OS_REGION_NAME:?"Need to set OS_REGION_NAME non-empty"}
: ${OS_NO_CACHE:?"Need to set OS_NO_CACHE non-empty"}

# Write credentials to a file
cat > ~/novarc <> 'server_passwords.txt'

for i in $(eval echo "{1..$CLUSTER_SIZE}")

is_not_active() {
	status=`nova show $1 | grep 'status' | awk '{print $4}'`
	if [ "$status" != "ACTIVE" ] && [ "$status" != "ERROR" ]; then
		echo "$1 in $status"
		return 0
		return 1

# Wait for all the instances to go ACTIVE or ERROR
while true
	for i in $(eval echo "{1..$CLUSTER_SIZE}")
		if is_not_active $CLUSTER_NAME$i; then

	echo "READY is $READY"
	if [ "$READY" -eq "1" ]; then
	sleep 5

for i in $(eval echo "{1..$CLUSTER_SIZE}")
	echo $CLUSTER_NAME$i >> 'hosts.txt'
cat hosts.txt

	private_ip=`nova show $1 | grep 'private network' | awk '{print $5}'`
	public_ip=`nova show $1 | grep 'accessIPv4' | awk '{print $4}'`
	echo $private_ip $1 >> 'etc_hosts.txt'
	echo $public_ip $1 >> 'etc_hosts.txt'

for i in $(eval echo "{1..$CLUSTER_SIZE}"); do record_ip $CLUSTER_NAME$i; done

cat etc_hosts.txt


Then, execute the script


Alternatively, I put the script on github, so you can also do curl, pipe, bash.

bash <(curl -s

The script will wait till all the servers go to an active status and will save the the ips, hostnames and passwords for each of the servers onto these three files.

  • etc_hosts.txt
  • hosts.txt
  • server_passwords.txt