sup3r.preprocessing.data_handlers.factory.DataHandlerFactory

sup3r.preprocessing.data_handlers.factory.DataHandlerFactory#

DataHandlerFactory(cls, BaseLoader=None, FeatureRegistry=None, name=None)[source]#

Build composite objects that load from file_paths, rasterize a specified region, derive new features, and cache derived data.

Parameters:

  • BaseLoader (Callable) – Optional base loader update. The default for H5 is MultiFileWindX and for NETCDF the default is xarray

  • FeatureRegistry (Dict[str, DerivedFeature]) – Dictionary of compute methods for features. This is used to look up how to derive features that are not contained in the raw loaded data.

  • name (str) – Optional class name, used to resolve repr(Class) and distinguish partially initialized DataHandlers with different FeatureRegistrys