sup3r.preprocessing.data_handlers.base

DataHandler objects, which inherit from the Deriver class and compose Rasterizer, Loader, Cacher classes.

DataHandlers are used to load, rasterize, derive, and cache features from data. They can be used to load data from various sources, such as HDF5, NetCDF, or other formats, and to derive features from the loaded data. For example, you can provide u / v at isobars, geopotential, and surface elevation, to derive u / v at a specific height. All variables (e.g. temperaute_500m) can be interpolated from isobars as long as geopotential and surface elevation are also provided.

TODO: If .data is a Sup3rDataset with more than one member only the high resolution data is cached. We could extend caching and loading to write / load both with groups

Classes

DailyDataHandler(file_paths, *[, features, ...])	General data handler class with daily data as an additional attribute.
DataHandler(file_paths[, features, ...])	Base DataHandler.
DataHandlerH5SolarCC(file_paths, *[, ...])	Extended DailyDataHandler specifically for handling H5 data for SolarCC applications
DataHandlerH5WindCC(file_paths, *[, ...])	Extended DailyDataHandler specifically for handling H5 data for WindCC applications