del-msh-cpu 0.1.46

mesh utility library for computer graphics research and prototyping
Documentation
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
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
use num_traits::AsPrimitive;

fn expand_bits2(x: u32) -> u32 {
    let x = (x | (x << 8)) & 0x00ff00ff;
    let x = (x | (x << 4)) & 0x0f0f0f0f;
    let x = (x | (x << 2)) & 0x33333333;
    (x | (x << 1)) & 0x55555555
}

#[test]
fn test_expand_bits2() {
    assert_eq!(expand_bits2(0b11111111), 0b0101010101010101);
    assert_eq!(expand_bits2(0b10001001), 0b0100000001000001);
}

/// compute morton code for 2D point
/// 16-bits for each coordinate
/// * `x` - float number between 0 and 1
/// * `y` - float number between 0 and 1
pub fn morton_code2(x: f32, y: f32) -> u32 {
    // 2^16 = 65536
    let ix = (x * 65536_f32).clamp(0_f32, 65535_f32) as u32;
    let iy = (y * 65536_f32).clamp(0_f32, 65535_f32) as u32;
    let ix = expand_bits2(ix);
    let iy = expand_bits2(iy);
    ix * 2 + iy
}

#[test]
fn test_morton_code2() {
    assert_eq!(morton_code2(0., 0.), 0u32); // all zero
    assert_eq!(morton_code2(0., 1.), 0b01010101010101010101010101010101);
}

pub fn sorted_morten_code2<Index>(
    idx2vtx: &mut [Index],
    idx2morton: &mut [u32],
    vtx2morton: &mut [u32],
    vtx2xy: &[f32],
    transform_xy2uni: &[f32; 9],
) where
    Index: num_traits::PrimInt + 'static + AsPrimitive<usize>,
    usize: AsPrimitive<Index>,
{
    assert_eq!(idx2vtx.len(), idx2morton.len());
    assert_eq!(idx2vtx.len(), vtx2morton.len());
    assert_eq!(idx2vtx.len(), vtx2xy.len() / 2);
    vtx2xy
        .chunks(2)
        .zip(vtx2morton.iter_mut())
        .for_each(|(xy, m)| {
            let xy = del_geo_core::mat3_col_major::transform_homogeneous(
                transform_xy2uni,
                &[xy[0], xy[1]],
            )
            .unwrap();
            *m = morton_code2(xy[0], xy[1]);
        });
    idx2vtx
        .iter_mut()
        .enumerate()
        .for_each(|(iv, idx)| *idx = iv.as_());
    idx2vtx.sort_by_key(|iv| vtx2morton[(*iv).as_()]);
    for idx in 0..idx2vtx.len() {
        idx2morton[idx] = vtx2morton[idx2vtx[idx].as_()];
    }
}

// above: 2D related
// ------------------------
// below 3D related

/// Expands a 10-bit integer into 30 bits
/// by putting two zeros before each bit
/// "1011011111" -> "001000001001000001001001001001"
fn expand_bits3(x: u32) -> u32 {
    let x = (x | (x << 16)) & 0x030000FF;
    let x = (x | (x << 8)) & 0x0300F00F;
    let x = (x | (x << 4)) & 0x030C30C3;
    (x | (x << 2)) & 0x09249249
}

#[test]
fn test_expand_bits3() {
    assert_eq!(expand_bits3(0b11111111), 0b001001001001001001001001);
    assert_eq!(expand_bits3(0b10001001), 0b001000000000001000000001);
}

/// compute morton code for 3D point
/// 10-bits for each coordinate
/// * `x` - float number between 0 and 1
/// * `y` - float number between 0 and 1
/// * `z` - float number between 0 and 1
pub fn morton_code3(x: f32, y: f32, z: f32) -> u32 {
    let ix = (x * 1024_f32).clamp(0_f32, 1023_f32) as u32;
    let iy = (y * 1024_f32).clamp(0_f32, 1023_f32) as u32;
    let iz = (z * 1024_f32).clamp(0_f32, 1023_f32) as u32;
    let ix = expand_bits3(ix);
    let iy = expand_bits3(iy);
    let iz = expand_bits3(iz);
    ix * 4 + iy * 2 + iz
}

#[test]
fn test_morton_code3() {
    assert_eq!(morton_code3(0., 0., 0.), 0u32); // all zero
    assert_eq!(morton_code3(0., 0., 1.), 0b001001001001001001001001001001);
    assert_eq!(morton_code3(1., 0., 1.), 0b101101101101101101101101101101);
    assert_eq!(morton_code3(1., 1., 1.), 0xFFFFFFFF >> 2);
}

// above: 3D related
// --------------------

pub fn sorted_morten_code3<Index>(
    idx2vtx: &mut [Index],
    idx2morton: &mut [u32],
    vtx2morton: &mut [u32],
    vtx2xyz: &[f32],
    transform_xy2uni: &[f32; 16],
) where
    Index: num_traits::PrimInt + 'static + AsPrimitive<usize>,
    usize: AsPrimitive<Index>,
{
    assert_eq!(idx2vtx.len(), idx2morton.len());
    assert_eq!(idx2vtx.len(), vtx2morton.len());
    assert_eq!(idx2vtx.len(), vtx2xyz.len() / 3);
    vtx2xyz
        .chunks(3)
        .zip(vtx2morton.iter_mut())
        .for_each(|(xyz, m)| {
            let xyz = del_geo_core::mat4_col_major::transform_homogeneous(
                transform_xy2uni,
                &[xyz[0], xyz[1], xyz[2]],
            )
            .unwrap();
            *m = morton_code3(xyz[0], xyz[1], xyz[2])
        });
    idx2vtx
        .iter_mut()
        .enumerate()
        .for_each(|(iv, idx)| *idx = iv.as_());
    idx2vtx.sort_by_key(|iv| vtx2morton[(*iv).as_()]);
    for idx in 0..idx2vtx.len() {
        idx2morton[idx] = vtx2morton[idx2vtx[idx].as_()];
    }
}

#[test]
fn test_sorted_morten_code() {
    let vtx2xyz = vec![1., 1., 1., 0., 0., 0., 0., 0., 1., 1., 0., 1., 0., 0., 1.];
    let num_vtx = vtx2xyz.len() / 3;
    let mut vtx2morton = vec![0u32; num_vtx];
    let mut idx2morton = vec![0u32; num_vtx];
    let mut idx2vtx = vec![0usize; num_vtx];
    sorted_morten_code3(
        &mut idx2vtx,
        &mut idx2morton,
        &mut vtx2morton,
        &vtx2xyz,
        &del_geo_core::mat4_col_major::from_identity(),
    );
    for idx in 0..num_vtx - 1 {
        let jdx = idx + 1;
        assert!(idx2morton[idx] <= idx2morton[jdx]);
    }
}

// ---------------

pub fn vtx2morton_from_vtx2co(
    num_dim: usize,
    vtx2co: &[f32],
    transform_co2unit: &[f32],
    vtx2morton: &mut [u32],
) {
    match num_dim {
        2 => {
            assert_eq!(transform_co2unit.len(), 9);
            let transform_co2unit: &[f32; 9] = arrayref::array_ref![transform_co2unit, 0, 9];
            vtx2co
                .chunks(2)
                .zip(vtx2morton.iter_mut())
                .for_each(|(xy, m)| {
                    let xy = del_geo_core::mat3_col_major::transform_homogeneous(
                        transform_co2unit,
                        &[xy[0], xy[1]],
                    )
                    .unwrap();
                    *m = morton_code2(xy[0], xy[1]);
                });
        }
        3 => {
            assert_eq!(transform_co2unit.len(), 16);
            let transform_co2unit: &[f32; 16] = arrayref::array_ref![transform_co2unit, 0, 16];
            vtx2co
                .chunks(3)
                .zip(vtx2morton.iter_mut())
                .for_each(|(xyz, m)| {
                    let xyz = del_geo_core::mat4_col_major::transform_homogeneous(
                        transform_co2unit,
                        &[xyz[0], xyz[1], xyz[2]],
                    )
                    .unwrap();
                    *m = morton_code3(xyz[0], xyz[1], xyz[2])
                });
        }
        _ => {
            panic!()
        }
    }
}

// ---------------

fn delta(idx0: usize, idx1: usize, idx2morton: &[u32]) -> i64 {
    (idx2morton[idx0] ^ idx2morton[idx1]).leading_zeros().into()
}

/// coverage of this node
pub fn range_of_binary_radix_tree_node(idx2morton: &[u32], idx1: usize) -> (usize, usize) {
    let num_mc = idx2morton.len();
    assert!(!idx2morton.is_empty());
    if idx1 == 0 {
        return (0, num_mc - 1);
    }
    if idx1 == num_mc - 1 {
        // this is only happen in the assertion by "check_morton_code_range_split"
        return (num_mc - 1, num_mc - 1);
    }
    // ----------------------
    let mc0: u32 = idx2morton[idx1 - 1];
    let mc1: u32 = idx2morton[idx1];
    let mc2: u32 = idx2morton[idx1 + 1];
    if mc0 == mc1 && mc1 == mc2 {
        // for hash value collision
        let mut jdx = idx1 + 1;
        while jdx < num_mc - 1 {
            jdx += 1;
            if idx2morton[jdx] != mc1 {
                return (idx1, jdx - 1);
            }
        }
        return (idx1, jdx);
    }
    // get direction
    // (d==+1) -> imc is left-end, move forward
    // (d==-1) -> imc is right-end, move backward
    let d = delta(idx1, idx1 + 1, idx2morton) - delta(idx1, idx1 - 1, idx2morton);
    let d: i64 = if d > 0 { 1 } else { -1 };

    //compute the upper bound for the length of the range
    let delta_min = delta(idx1, (idx1 as i64 - d) as usize, idx2morton);
    let mut lmax: i64 = 2;
    loop {
        let jdx = idx1 as i64 + lmax * d;
        if jdx < 0 || jdx >= idx2morton.len() as i64 {
            break;
        }
        if delta(idx1, jdx.try_into().unwrap(), idx2morton) <= delta_min {
            break;
        }
        lmax *= 2;
    }

    //find the other end using binary search
    let l = {
        let mut l = 0;
        let mut t = lmax / 2;
        while t >= 1 {
            let jdx = idx1 as i64 + (l + t) * d;
            if jdx >= 0
                && jdx < idx2morton.len() as i64
                && delta(idx1, jdx as usize, idx2morton) > delta_min
            {
                l += t;
            }
            t /= 2;
        }
        l
    };
    let jdx = (idx1 as i64 + l * d) as usize;
    if idx1 <= jdx {
        (idx1, jdx)
    } else {
        (jdx, idx1)
    }
}

pub fn split_of_binary_radix_tree_node(
    idx2morton: &[u32],
    i_mc_start: usize,
    i_mc_end: usize,
) -> usize {
    if i_mc_start == i_mc_end {
        return usize::MAX;
    }

    let mc_start: u32 = idx2morton[i_mc_start];
    let nbitcommon0: u32 = (mc_start ^ idx2morton[i_mc_end]).leading_zeros();

    // handle duplicated morton code
    if nbitcommon0 == 32 {
        return i_mc_start;
    } // sizeof(std::uint32_t)*8

    // Use binary search to find where the next bit differs.
    // Specifically, we are looking for the highest object that
    // shares more than commonPrefix bits with the first one.
    let mut i_mc_split: usize = i_mc_start; // initial guess
    assert!(i_mc_start <= i_mc_end);
    let mut step: usize = i_mc_end - i_mc_start;
    while step > 1 {
        step = step.div_ceil(2); // (step + 1) / 2; // half step
        let i_mc_new: usize = i_mc_split + step; // proposed new position
        if i_mc_new >= i_mc_end {
            continue;
        }
        let nbitcommon1: u32 = (mc_start ^ idx2morton[i_mc_new]).leading_zeros();
        if nbitcommon1 > nbitcommon0 {
            i_mc_split = i_mc_new; // accept proposal
        }
    }
    i_mc_split
}

/// check sorted morton codes
/// panic if there is a bug in the sorted morton codes
#[allow(dead_code)]
pub fn check_morton_code_range_split(idx2morton: &[u32]) {
    let num_vtx = idx2morton.len();
    assert!(!idx2morton.is_empty());
    for idx in 0..num_vtx - 1 {
        let jdx = idx + 1;
        assert!(idx2morton[idx] <= idx2morton[jdx]);
    }
    for ini in 0..idx2morton.len() - 1 {
        let range = range_of_binary_radix_tree_node(idx2morton, ini);
        let isplit = split_of_binary_radix_tree_node(idx2morton, range.0, range.1);
        let range_a = range_of_binary_radix_tree_node(idx2morton, isplit);
        let range_b = range_of_binary_radix_tree_node(idx2morton, isplit + 1);
        assert_eq!(range.0, range_a.0);
        assert_eq!(range.1, range_b.1);
        let last1 = if isplit == range.0 { isplit } else { range_a.1 };
        let first1 = if isplit + 1 == range.1 {
            isplit + 1
        } else {
            range_b.0
        };
        assert_eq!(last1 + 1, first1);
    }
}

pub fn update_sorted_morton_code<Index>(
    idx2tri: &mut [Index],
    idx2morton: &mut [u32],
    tri2morton: &mut [u32],
    vtx2xyz: &[f32],
    num_dim: usize,
) where
    Index: num_traits::PrimInt + num_traits::AsPrimitive<usize>,
    usize: AsPrimitive<Index>,
{
    match num_dim {
        2 => {
            let aabb = crate::vtx2xy::aabb2(vtx2xyz);
            let transform_xy2uni =
                del_geo_core::aabb2::to_transformation_world2unit_ortho_preserve_asp(&aabb);
            sorted_morten_code2(idx2tri, idx2morton, tri2morton, vtx2xyz, &transform_xy2uni);
        }
        3 => {
            let aabb = crate::vtx2xyz::aabb3(vtx2xyz, 0f32);
            let transform_xy2uni =
                del_geo_core::mat4_col_major::from_aabb3_fit_into_unit_preserve_asp(&aabb);
            // del_geo_core::mat4_col_major::from_aabb3_fit_into_unit(&aabb);
            sorted_morten_code3(idx2tri, idx2morton, tri2morton, vtx2xyz, &transform_xy2uni);
        }
        _ => {
            panic!();
        }
    }
}

pub fn check_binary_radix_tree(bnodes: &[u32], idx2morton: &[u32]) {
    let num_vtx = idx2morton.len();
    assert_eq!(bnodes.len(), (num_vtx - 1) * 3);
    pub fn increment_leaf_binary_radix_tree<INDEX>(
        bvhnodes: &[INDEX],
        i_node: usize,
        idx2flag: &mut [usize],
    ) where
        INDEX: num_traits::PrimInt + num_traits::AsPrimitive<usize>,
    {
        let num_idx = idx2flag.len();
        assert_eq!(bvhnodes.len(), (num_idx - 1) * 3);
        assert!(i_node < num_idx - 1);
        let i0_node = bvhnodes[i_node * 3 + 1].as_();
        if i0_node >= num_idx - 1 {
            let idx = i0_node - (num_idx - 1);
            idx2flag[idx] += 1;
        } else {
            increment_leaf_binary_radix_tree(bvhnodes, i0_node, idx2flag);
        }
        let i1_node = bvhnodes[i_node * 3 + 2].as_();
        if i1_node >= num_idx - 1 {
            let idx = i1_node - (num_idx - 1);
            idx2flag[idx] += 1;
        } else {
            increment_leaf_binary_radix_tree(bvhnodes, i1_node, idx2flag);
        }
    }

    // check binary radix tree
    let mut idx2flag = vec![0usize; num_vtx];
    increment_leaf_binary_radix_tree(bnodes, 0, &mut idx2flag);
    assert_eq!(idx2flag, vec!(1; num_vtx));
    for i_branch in 0..num_vtx - 1 {
        let i_left = bnodes[i_branch * 3 + 1] as usize;
        let i_split = if i_left >= num_vtx - 1 {
            i_left - (num_vtx - 1)
        } else {
            i_left
        };
        let range = range_of_binary_radix_tree_node(idx2morton, i_branch);
        let i_split0 = split_of_binary_radix_tree_node(idx2morton, range.0, range.1);
        assert_eq!(i_split0, i_split);
    }
    /*
    for i_branch in 0..num_vtx - 1 {
        println!("{} --> {} {} {}", i_branch, bnodes[i_branch*3], bnodes[i_branch*3+1], bnodes[i_branch*3+2]);
    }
     */
}