4.2.3. thuner.option.data

Data options classes, convenience subclasses, and functions.

pydantic model thuner.option.data.DataOptions[source]

Bases: BaseOptions

Class for managing the options for all the datasets of a given run.

Fields:

dataset_names (List[str])
datasets (list[thuner.data.gridrad.GridRadSevereOptions | thuner.data.aura.CPOLOptions | thuner.data.aura.OperationalOptions | thuner.data.era5.ERA5Options | thuner.data.himawari.HimawariOptions | thuner.utils.BaseDatasetOptions])
type (Literal['DataOptions'])

Validators:

initialize_dataset_lookup » all fields

field dataset_names: List[str] = []: List of dataset names to be used in the run. This is set automatically.

field datasets: list[GridRadSevereOptions | CPOLOptions | OperationalOptions | ERA5Options | HimawariOptions | BaseDatasetOptions] [Required]: List of dataset options.

field type: Literal['DataOptions'] = 'DataOptions'

dataset_by_name(dataset_name: str) → GridRadSevereOptions | CPOLOptions | OperationalOptions | ERA5Options | HimawariOptions | BaseDatasetOptions[source]: Return the dataset options for a given dataset name.

validator initialize_dataset_lookup » all fields[source]: Initialize the dataset lookup dictionary.