Support dask distributed scheduler

[zblz]

The dask distributed scheduler is generally an improvement over the multiprocessing scheduler even in individual multicore machines because of its improved awareness of data locality, so we should consider adding it as an option to lens.summarise. If we find its performance better in comon use cases of lens, set it as default.