Have query optimizer make joined tables distinct to improve performance

Consider the following select statement:

select tB.bField, count(tA.aField) ct
from tableA tA
join tableB tB using (id)
where (...)
group by tB.bField
order by ct

if tableB has a large number of rows (but still less than tableA), performance can be orders of magnitude slower than the equivalent query:

select tB.bField, count(tA.aField) ct
from tableA tA
join (select distinct bField, id[, ...] from tableB) tB using (id)
where (...)
group by tB.bField
order by ct

It appears to me that the slower query gets bogged down with shuttling unnecessary data between nodes.

Is it possible, and beneficial, to make such a query improvement implicit in Impala's query optimizer?