Function infer_template

xarray/core/parallel.py:119–139

Infer return object by running the function on meta objects.

(
    func: Callable[..., T_Xarray], obj: DataArray | Dataset, *args, **kwargs
)

def infer_template(
    func: Callable[..., T_Xarray], obj: DataArray | Dataset, *args, **kwargs
) -> T_Xarray:
    """Infer return object by running the function on meta objects."""
    meta_args = [make_meta(arg) for arg in (obj,) + args]

    try:
        template = func(*meta_args, **kwargs)
    except Exception as e:
        raise Exception(
            "Cannot infer object returned from running user provided function. "
            "Please supply the 'template' kwarg to map_blocks."
        ) from e

    if not isinstance(template, Dataset | DataArray):
        raise TypeError(
            "Function must return an xarray DataArray or Dataset. Instead it returned "
            f"{type(template)}"
        )

    return template


def make_dict(x: DataArray | Dataset) -> dict[Hashable, Any]: