weatherbench2.config.Selection
- class weatherbench2.config.Selection(variables, time_slice, levels=None, lat_slice=<factory>, lon_slice=<factory>, aux_variables=None)
Select a sub-set of forecast and truth data.
- Parameters:
variables (Sequence[str]) –
time_slice (slice) –
levels (Optional[Sequence[int]]) –
lat_slice (Optional[slice]) –
lon_slice (Optional[slice]) –
aux_variables (Optional[Sequence[str]]) –
- variables
List of variables to evaluate.
- Type:
Sequence[str]
- time_slice
Range of time/init_time to use from forecast.
- Type:
slice
- levels
List of pressure levels.
- Type:
Optional[Sequence[int]]
- lat_slice
Latitude range in degrees.
- Type:
Optional[slice]
- lon_slice
Longitude range in degrees.
- Type:
Optional[slice]
- aux_variables
Sequence of auxiliary forecast variables required for certain evaluation metrics.
- Type:
Optional[Sequence[str]]
- __init__(variables, time_slice, levels=None, lat_slice=<factory>, lon_slice=<factory>, aux_variables=None)
- Parameters:
variables (Sequence[str]) –
time_slice (slice) –
levels (Optional[Sequence[int]]) –
lat_slice (Optional[slice]) –
lon_slice (Optional[slice]) –
aux_variables (Optional[Sequence[str]]) –
- Return type:
None
Methods
__init__(variables, time_slice[, levels, ...])Attributes