data.Random

Import path: earth2studio.data.Random

View source on GitHub

Documentation

A randomly generated normally distributed data. Primarily useful for testing.

Parameters:

• domain_coords (OrderedDict[str, ndarray]) –

  Domain coordinates that the random data will assume (such as lat, lon).

__call__

__call__(
    time: datetime | list[datetime] | TimeArray,
    variable: str | list[str] | VariableArray,
) -> DataArray

Retrieve random gaussian data.

Parameters:

• time (datetime | list[datetime] | TimeArray) –

  Timestamps to return data for.

• variable (str | list[str] | VariableArray) –

  Strings or list of strings that refer to variables to return.

Returns:

• DataArray –

  Random data array

Examples using earth2studio.data.Random

Checkpointing a Deterministic ForecastBasic inference workflow checkpointing.