Dataset management

This package has a submodule data to ease the creation and management of multiple dataset with different file format, structure, etc. that can all depend on various parameters. Each new dataset is specified by creating a new subclass of Dataset. It contains interchangeable modules that each cover some functionalities.

Classes of data managers are made as universal as possible via a system of modules that each cover specific features, and whose implementation can be changed between datasets. One data manager can deal with multiple source files selected via glob patterns, loaded into pandas, while another could have a remote data-store as input loaded into xarray.