- class foxes.core.DataCalcModel(foxes.core.Model)[source]
Abstract base class for models with that run calculation on xarray Dataset data.
The calculations are run via xarray’s apply_ufunc function, i.e., they run in parallel depending on the dask settings.
For each individual data chunk the calculate function is called.
Public members¶
- run_calculation(algo, *data, out_vars, loop_dims, ...)[source]
Starts the model calculation in parallel, via xarray’s apply_ufunc.
- DataCalcModel()[source]
Constructor.
- property model_id
Unique id based on the model type.
- property initialized
Initialization flag.
- sub_models()[source]
List of all sub-models
-
initialize(algo, verbosity=
0
, force=False
)[source] Initializes the model.
-
get_data(variable, target, lookup=
'smfp'
, mdata=None
, ...)[source] Getter for a data entry in the model object or provided data sources
- data_to_store(name, algo, data)[source]
Adds data from mdata to the local store, intended for iterative runs.
-
from_data_or_store(name, algo, data, ret_dims=
False
, safe=False
)[source] Get data from mdata or local store