Hdf5 support for stochastic data algorithm

[tkoskela]

• [ ] Convert visibilities into hdf5
• [ ] Read subsets of data from purify https://github.com/astro-informatics/purify/blob/4ad17e386e02044f28208cd078509395a884b718/cpp/purify/uvw_utilities.cc#L173