Use threading in joins

[bkamins]

A separate issue to keep track of this specific issue.

[bkamins]

The thing we could do:

1. always precompute hashes (even for one col)
2. precompute hashes using threading
3. then split shorter table into shards matching number of available threads and process each shard separately.
4. it should be very cheap to combine the results.