Hdf5 support for stochastic data algorithm

[tkoskela]

• Convert visibilities into hdf5
• Read subsets of data from purify

  purify/cpp/purify/uvw_utilities.cc

  Line 173 in 4ad17e3

  utilities::vis_params read_visibility(const std::string &vis_name, const bool w_term) {