NvidiaWarp-GarmentCode/warp/tests/test_bvh.py

# Copyright (c) 2022 NVIDIA CORPORATION.  All rights reserved.
# NVIDIA CORPORATION and its licensors retain all intellectual property
# and proprietary rights in and to this software, related documentation
# and any modifications thereto.  Any use, reproduction, disclosure or
# distribution of this software and related documentation without an express
# license agreement from NVIDIA CORPORATION is strictly prohibited.

import unittest

import numpy as np

import warp as wp
from warp.tests.unittest_utils import *

wp.init()


@wp.kernel
def bvh_query_aabb(bvh_id: wp.uint64, lower: wp.vec3, upper: wp.vec3, bounds_intersected: wp.array(dtype=int)):
    query = wp.bvh_query_aabb(bvh_id, lower, upper)
    bounds_nr = int(0)

    while wp.bvh_query_next(query, bounds_nr):
        bounds_intersected[bounds_nr] = 1


@wp.kernel
def bvh_query_ray(bvh_id: wp.uint64, start: wp.vec3, dir: wp.vec3, bounds_intersected: wp.array(dtype=int)):
    query = wp.bvh_query_ray(bvh_id, start, dir)
    bounds_nr = int(0)

    while wp.bvh_query_next(query, bounds_nr):
        bounds_intersected[bounds_nr] = 1


def aabb_overlap(a_lower, a_upper, b_lower, b_upper):
    if (
        a_lower[0] > b_upper[0]
        or a_lower[1] > b_upper[1]
        or a_lower[2] > b_upper[2]
        or a_upper[0] < b_lower[0]
        or a_upper[1] < b_lower[1]
        or a_upper[2] < b_lower[2]
    ):
        return 0
    else:
        return 1


def intersect_ray_aabb(start, dir, lower, upper):
    l1 = (lower[0] - start[0]) * dir[0]
    l2 = (upper[0] - start[0]) * dir[0]
    lmin = min(l1, l2)
    lmax = max(l1, l2)

    l1 = (lower[1] - start[1]) * dir[1]
    l2 = (upper[1] - start[1]) * dir[1]
    lmin = max(min(l1, l2), lmin)
    lmax = min(max(l1, l2), lmax)

    l1 = (lower[2] - start[2]) * dir[2]
    l2 = (upper[2] - start[2]) * dir[2]
    lmin = max(min(l1, l2), lmin)
    lmax = min(max(l1, l2), lmax)

    if lmax >= 0.0 and lmax >= lmin:
        return 1
    else:
        return 0


def test_bvh(test, type, device):
    rng = np.random.default_rng(123)

    num_bounds = 100
    lowers = rng.random(size=(num_bounds, 3)) * 5.0
    uppers = lowers + rng.random(size=(num_bounds, 3)) * 5.0

    device_lowers = wp.array(lowers, dtype=wp.vec3, device=device)
    device_uppers = wp.array(uppers, dtype=wp.vec3, device=device)

    bvh = wp.Bvh(device_lowers, device_uppers)

    bounds_intersected = wp.zeros(shape=(num_bounds), dtype=int, device=device)

    query_lower = wp.vec3(2.0, 2.0, 2.0)
    query_upper = wp.vec3(8.0, 8.0, 8.0)

    query_start = wp.vec3(0.0, 0.0, 0.0)
    query_dir = wp.normalize(wp.vec3(1.0, 1.0, 1.0))

    for test_case in range(2):
        if type == "AABB":
            wp.launch(
                kernel=bvh_query_aabb,
                dim=1,
                inputs=[bvh.id, query_lower, query_upper, bounds_intersected],
                device=device,
            )
        else:
            wp.launch(
                kernel=bvh_query_ray, dim=1, inputs=[bvh.id, query_start, query_dir, bounds_intersected], device=device
            )

        device_intersected = bounds_intersected.numpy()

        for i in range(num_bounds):
            lower = lowers[i]
            upper = uppers[i]
            if type == "AABB":
                host_intersected = aabb_overlap(lower, upper, query_lower, query_upper)
            else:
                host_intersected = intersect_ray_aabb(query_start, query_dir, lower, upper)

            test.assertEqual(host_intersected, device_intersected[i])

        if test_case == 0:
            lowers = rng.random(size=(num_bounds, 3)) * 5.0
            uppers = lowers + rng.random(size=(num_bounds, 3)) * 5.0
            wp.copy(device_lowers, wp.array(lowers, dtype=wp.vec3, device=device))
            wp.copy(device_uppers, wp.array(uppers, dtype=wp.vec3, device=device))
            bvh.refit()
            bounds_intersected.zero_()


def test_bvh_query_aabb(test, device):
    test_bvh(test, "AABB", device)


def test_bvh_query_ray(test, device):
    test_bvh(test, "ray", device)


devices = get_test_devices()


class TestBvh(unittest.TestCase):
    pass


add_function_test(TestBvh, "test_bvh_aabb", test_bvh_query_aabb, devices=devices)
add_function_test(TestBvh, "test_bvh_ray", test_bvh_query_ray, devices=devices)


if __name__ == "__main__":
    wp.build.clear_kernel_cache()
    unittest.main(verbosity=2)