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The hdf5 files are interfaced by xarray.
The two interface functions should do the following:
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DataSource.readshould return axarray.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 aspandas.Seriesorpandas.DataFrame.
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