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map the hdf5 files into the data API #19

@mmaelicke

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@mmaelicke

The hdf5 files are interfaced by xarray.

The two interface functions should do the following:

  • DataSource.read should return a xarray.Dataset
  • DataSource.filter: here we need to check out, how the RUINSapp uses filters. It's either filtered by dimension (timestamp) or filtered by variable. The first will preserve data-type while the latter might return as pandas.Series or pandas.DataFrame.

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