Thanks to visit codestin.com
Credit goes to github.com

Skip to content

banarasi04/tpcds-gen

 
 

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

11 Commits
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Mapreduce TPC-DS Generator

This simplifies creating tpc-ds data-sets on large scales on a hadoop cluster.

To get set up, you need to run

$ make 

this will download the TPC-DS dsgen program, compile it and use maven to build the MR app wrapped around it.

To generate the data-sets, you need to run (say, for scale = 200, parallelism = 100)

$ hadoop  jar target/tpcds-gen-1.0-SNAPSHOT.jar   -d /tmp/store_sales/200/ -p 100 -s 200 

This uses the existing parallelism in the driver.c of TPC-DS without modification and uses it to run the command on multiple machines instead of running in local fork mode.

The command generates multiple files for each map task, resulting in each table having its own subdirectory.

Assumptions made are that all machines in the cluster are OS/arch/lib identical.

About

Wrap up TPC-DS dsgen into a map-reduce task

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages

  • Java 91.9%
  • Makefile 8.1%