If you want to do it using Pentaho DI, you can use "Modified JavaScript" Step and write the below function:
dateAdd(d1, "d", -7); // d1 is the current date and "d" is the date identifier
Check the image below: [Assuming current date is : 22 December 2014]
Hope it helps :)