于一 发表于 2017-12-24 19:01:24

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:
https://www.santoshsrinivas.com/content/images/2016/11/screenshot-spark-apache-org-2016-11-08-08-56-23.pngDownload 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
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