def maybe_wrap_array(original, new_array):
    """Wrap a transformed array with __array_wrap__ is it can be done safely.

    This lets us treat arbitrary functions that take and return ndarray objects
    like ufuncs, as long as they return an array with the same shape.
    """
    # in case func lost array's metadata
    if isinstance(new_array, np.ndarray) and new_array.shape == original.shape:
        return original.__array_wrap__(new_array)
    else:
        return new_array
def maybe_wrap_array ( original , new_array ) : if isinstance ( new_array , np . ndarray ) and new_array . shape == original . shape : return original . __array_wrap__ ( new_array ) else : return new_array
Wrap a transformed array with __array_wrap__ is it can be done safely.

    This lets us treat arbitrary functions that take and return ndarray objects
    like ufuncs, as long as they return an array with the same shape.