scalar_grf
ScalarGRFDataLoader(bounds, params)
¶
Bases: ScalarDataLoader
add_default_params(params)
¶
Set default values for abstract GRF dataloaders, starting by including defaults for scalar dataloaders.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
params
|
dict
|
Dictionary containing attributes that are required for the shape being loaded. Must include 'shape'. |
required |
Returns:
| Type | Description |
|---|---|
dict
|
Dictionary of attributes the dataloader will require, completed with default values if not provided in config. |
import_data(bounds)
¶
Creates data in the form of a Gaussian Random Field
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
bounds
|
Boundary
|
Initial boundary to limit the dataset to |
required |
Returns:
| Type | Description |
|---|---|
|
pd.DataFrame: Scalar dataset within limits of bounds. Dataset has coordinates 'lat', 'long', and variable name 'data'. NOTE - In init, variable name will be set to data_name if defined in config |