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Big Data Step-by-Step: Infrastructure 2/3: Running R and RStudio on EC2

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Part 2 of 3 of series focusing on the infrastructure aspect of getting started with Big Data. This presentation is geared towards anyone with an occasional need for more computing power.

We walk through the mechanics of launching a instance on Amazon's EC2, install some software (like R and RStudio), and make sure it all works.

Presented at the Boston Predictive Analytics Big Data Workshop, March 10, 2012.

Publicada em: Tecnologia, Negócios
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Big Data Step-by-Step: Infrastructure 2/3: Running R and RStudio on EC2

  1. 1. Big Data Step-by-Step Boston Predictive Analytics Big Data Workshop Microsoft New England Research & Development Center, Cambridge, MA Saturday, March 10, 2012 by Jeffrey Breen President and Co-Founder http://atms.gr/bigdata0310 Atmosphere Research Group email: jeffrey@atmosgrp.com Twitter: @JeffreyBreenSaturday, March 10, 2012
  2. 2. n ee d a just AM mo re R little Big Data Infrastructure Part 2: Running R + RStudio on Amazon EC2 Code & more on github: https://github.com/jeffreybreen/tutorial-201203-big-dataSaturday, March 10, 2012
  3. 3. Overview • Sometimes you just need a little more RAM, CPU, or disk space than you have • Let’s try launching an instance on Amazon EC2 and configuring it to do some work • We’ll install R and RStudio and call it a daySaturday, March 10, 2012
  4. 4. Some details we’ll skip • Signing up (it’s not that hard) http://aws.amazon.com/ec2/ • Pricing (it keeps dropping) http://aws.amazon.com/ec2/pricing/ • The alphabet soup of services (we care about EC2 computing and S3 storage)Saturday, March 10, 2012
  5. 5. Just look for biggest button on the page...Saturday, March 10, 2012
  6. 6. Select an Amazon Machine Image ami-7385461a is a good, recent 64-bit CentOS image published by RightScaleSaturday, March 10, 2012
  7. 7. Only use EBS images • Instance-storage machines lose their data upon shutdown (termination) • EBS instances can be stopped and restarted, or terminated when you’re done foreverSaturday, March 10, 2012
  8. 8. Pick a size See http://aws.amazon.com/ec2/instance-types/ Already out of date! Amazon introduced new “m1.medium” instance type this week.Saturday, March 10, 2012
  9. 9. Avoid Premature Termination Set Termination Protection + Shutdown BehaviorSaturday, March 10, 2012
  10. 10. Name your instanceSaturday, March 10, 2012
  11. 11. Create a key pair Don’t forget to download it (and keep it safe!)Saturday, March 10, 2012
  12. 12. Create a Security Group All TCP, UDP and ICMP from your IP addressSaturday, March 10, 2012
  13. 13. Don’t know your IP address? Don’t ask me. Ask Google! (simply append “/32” when entering into firewall rules)Saturday, March 10, 2012
  14. 14. 3... 2... 1...Saturday, March 10, 2012
  15. 15. State = running Up and running at specified domain nameSaturday, March 10, 2012
  16. 16. Time to get all command line • You’ll need an ssh client and the key pair we generated in order to connect with your instance • We’ll use the Cloudera VM to control versions, options, etc. • ssh won’t use your key pair if its file permissions are too lax $ chmod og-rwx rstudio-ec2.pem • Log in as root to your domain name $ ssh -i rstudio-ec2.pem root@YOURDOMAINHERE.amazonaws.com (from previous slide)Saturday, March 10, 2012
  17. 17. Install R and RStudio • Create a user login for yourself (RStudio needs this) # useradd jbreen # passwd jbreen • EPEL is already installed, so R is easy # yum -y install R • Follow RStudio’s download instructions http://www.rstudio.org/download/server # wget http://download2.rstudio.org/rstudio-server-0.95.262-x86_64.rpm # rpm -Uvh rstudio-server-0.95.262-x86_64.rpm • Browse to port 8787 and use the login and password e.g., http://ec2-107-22-109-130.compute-1.amazonaws.com:8787/Saturday, March 10, 2012
  18. 18. Success!Saturday, March 10, 2012
  19. 19. The meter’s running • Amazon charges by the hour (or fraction thereof). So when you’re done, you should probably shutdown • via command line $ sudo shutdown -h now • or with the “Stop” Instance Action in the AWS Management Console • (use “Terminate” if you never want to use it again)Saturday, March 10, 2012
  20. 20. Next up: How to launch Hadoop clusters in the cloud without really tryingSaturday, March 10, 2012

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