David, take a look at Dask (and also Bcolz). They provide out of memory DataFrames. Bcolz uses its own datastore, but dask can use a number of different data stores, including HDF5 and the Bcolz store.

I have interested in the K family for a long time. Have not heard of Kona. Thanks.