Add programs for speed testing of the new sorter.

numbergen generates a stream of numbers from an exponential distribution.
fractile_serialization and fractile_tpie sorts a stream of numbers and
reports the number of fractiles requested.
Account for reader memory usage in fractile_serialization.
Change serialization_internal_sort fullness logic.
Use parallel sort in serialization sorter.