add WeightedSample udf and tests; add CountEach udf and tests
Merge branch 'master' of github.com:william-g-vaughan/datafu
change parameters based on matt's recommendations; change seed param in weighted sample
Merge pull request #26 from william-g-vaughan/master

Add UDFs for weighted sampling of a bag and counting elements of a bag