from __future__ import annotations

from pathlib import Path

import nibabel as nib
import numpy as np


def load_volume(path: str | Path) -> tuple[np.ndarray, np.ndarray]:
    img = nib.load(str(path))
    return np.asarray(img.dataobj), img.affine


def percentile_window(data: np.ndarray, lo: float = 2.0, hi: float = 98.0) -> tuple[float, float]:
    nz = data[data > 0] if (data > 0).any() else data
    return float(np.percentile(nz, lo)), float(np.percentile(nz, hi))