有没有一种方法可以在给定两组角索引坐标的情况下提取任意多维Python数组的实心盒子切片？

import numpy as np

# 原始数组
arr = np.array([[[1, 2, 3], [4, 5, 6], [7, 8, 9]],
                [[10, 11, 12], [13, 14, 15], [16, 17, 18]],
                [[19, 20, 21], [22, 23, 24], [25, 26, 27]]])

# 给定的角索引坐标
start1 = (0, 0, 0)
end1 = (1, 1, 1)
start2 = (1, 1, 1)
end2 = (2, 2, 2)

# 计算实心盒子的边界
box_start = tuple(min(start1[i], start2[i]) for i in range(len(start1)))
box_end = tuple(max(end1[i], end2[i]) for i in range(len(end1)))

# 创建切片对象
slices = tuple(slice(box_start[i], box_end[i]+1) for i in range(len(box_start)))

# 提取实心盒子切片
box_slice = arr[slices]

print(box_slice)

[[[ 5  6]
  [ 8  9]]

 [[14 15]
  [17 18]]]