Installing Apache Spark on Ubuntu 16.04

Santosh Srinivas

on 07 Nov 2016, tagged on Apache Spark, Analytics, Data Minin

 

I've finally got to a long pending to-do-item to play with Apache Spark.

 

The following installation steps worked for me on Ubuntu 16.04.

 

• Download the latest pre-built version from http://spark.apache.org/downloads.html

 

The below options worked for me:

Download Apache Spark

• Unzip and move Spark

 

cd ~/Downloads/  
tar xzvf spark-2.0.1-bin-hadoop2.7.tgz  
mv spark-2.0.1-bin-hadoop2.7/ spark  
sudo mv spark/ /usr/lib/  

 

• Install SBT

 

As mentioned at sbt - Download

 

echo "deb https://dl.bintray.com/sbt/debian /" | sudo tee -a /etc/apt/sources.list.d/sbt.list  
sudo apt-key adv --keyserver hkp://keyserver.ubuntu.com:80 --recv 2EE0EA64E40A89B84B2DF73499E82A75642AC823  
sudo apt-get update  
sudo apt-get install sbt  

 

• Make sure Java is installed

 

If not, install java

 

sudo apt-add-repository ppa:webupd8team/java  
sudo apt-get update  
sudo apt-get install oracle-java8-installer  

 

• Configure Spark

 

cd /usr/lib/spark/conf/  
cp spark-env.sh.template spark-env.sh  
vi spark-env.sh  

 

Add the following lines

 

JAVA_HOME=/usr/lib/jvm/java-8-oracle  
SPARK_WORKER_MEMORY=4g  

 

• Configure IPv6

 

Basically, disable IPv6 using sudo vi /etc/sysctl.conf and add below lines

 

net.ipv6.conf.all.disable_ipv6 = 1  
net.ipv6.conf.default.disable_ipv6 = 1  
net.ipv6.conf.lo.disable_ipv6 = 1  

 

• Configure .bashrc

 

I modified .bashrc in Sublime Text using subl ~/.bashrc and added the following lines

 

export JAVA_HOME=/usr/lib/jvm/java-8-oracle  
export SBT_HOME=/usr/share/sbt-launcher-packaging/bin/sbt-launch.jar  
export SPARK_HOME=/usr/lib/spark  
export PATH=$PATH:$JAVA_HOME/bin  
export PATH=$PATH:$SBT_HOME/bin:$SPARK_HOME/bin:$SPARK_HOME/sbin  

 

• Configure fish (Optional - But I love the fish shell)

 

Modify config.fish using subl ~/.config/fish/config.fish and add the following lines

 

#Credit: http://fishshell.com/docs/current/tutorial.html#tut_startup

set -x PATH $PATH /usr/lib/spark  
set -x PATH $PATH /usr/lib/spark/bin  
set -x PATH $PATH /usr/lib/spark/sbin  

 

• Test Spark (Should work both in fish and bash)

 

Run pyspark (this is available in /usr/lib/spark/bin/) and test out.

 

For example ....

 

>>> a = 5
>>> b = 3
>>> a+b
8  
>>> print(“Welcome to Spark”)
Welcome to Spark  
## type Ctrl-d to exit

 

Try also, the built in run-example using run-example org.apache.spark.examples.SparkPi

 

That's it! You are ready to rock on using Apache Spark!

Next, I plan to checkout analysis using R as mentioned in http://www.milanor.net/blog/wp-content/uploads/2016/11/interactiveDataAnalysiswithSparkR_v5.pdf