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Streamline hdf5 improvements

Colm Talbot requested to merge hdf5-quick into master

The MR implements the changes in !889 (closed) without requiring the refactor of utils.

Additions:

  • Option to save result/interferometer objects to pickle. This is also now a fallback in the case of generic exceptions when writing result files.

Changes:

  • Make the default hdf5 saving of results use a custom serializer.
  • The deepdish version is still accesible via a a hidden method, old style result files should be readable.

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