User defined aggregates

Review after #594 

@domoritz , you are probably the best reviewer if you have time. UserDefinedAggregator is essentially a fork of StatefulApply, except that the emitters only trigger at EOS and the emitters are not allowed to use the input tuples.
(It's more about getting warnings everywhere when we *add* a type, but yes.