1use crate::Vec3;
2use serde::{Deserialize, Serialize};
3
4const EPS: f64 = crate::tolerance::FP_FLOOR;
5
6pub const KNOT_IDENTITY_TOL: f64 = 1e-9;
13
14pub const KNOT_DEDUP_EPS: f64 = 1e-12;
28
29pub(crate) fn interior_knot_count(knots: &[f64], degree: usize) -> usize {
33 distinct_interior_knots(knots, degree).count()
34}
35
36fn distinct_interior_knots(knots: &[f64], degree: usize) -> impl Iterator<Item = f64> + '_ {
37 let start = knots[degree];
38 let end = knots[knots.len() - 1 - degree];
39 let mut previous = None;
40 knots.iter().copied().filter(move |&knot| {
41 if knot <= start + KNOT_DEDUP_EPS || knot >= end - KNOT_DEDUP_EPS {
42 return false;
43 }
44 if previous.is_none_or(|value: f64| (value - knot).abs() > KNOT_DEDUP_EPS) {
45 previous = Some(knot);
46 true
47 } else {
48 false
49 }
50 })
51}
52
53#[derive(Clone, Copy, Debug, Deserialize, Serialize)]
54pub struct Vec4 {
55 pub x: f64,
56 pub y: f64,
57 pub z: f64,
58 pub w: f64,
59}
60
61pub(crate) fn parameter_line(u0: f64, v0: f64, u1: f64, v1: f64) -> Result<NurbsCurve, String> {
63 make_line(Vec3::new(u0, v0, 0.0), Vec3::new(u1, v1, 0.0))
64}
65
66pub(crate) fn curve_to_plane_parameters(
68 curve: &NurbsCurve,
69 origin: Vec3,
70 x_axis: Vec3,
71 y_axis: Vec3,
72) -> Result<NurbsCurve, String> {
73 NurbsCurve::new(
74 curve.degree,
75 curve.knots.clone(),
76 curve
77 .control_points
78 .iter()
79 .map(|point| {
80 let euclidean = Vec3::new(point.x / point.w, point.y / point.w, point.z / point.w);
81 let delta = euclidean.sub(origin);
82 Vec4 {
83 x: delta.dot(x_axis) * point.w,
84 y: delta.dot(y_axis) * point.w,
85 z: 0.0,
86 w: point.w,
87 }
88 })
89 .collect(),
90 )
91}
92
93impl Vec4 {
94 pub fn from_point(point: Vec3, weight: f64) -> Self {
95 Self {
96 x: point.x * weight,
97 y: point.y * weight,
98 z: point.z * weight,
99 w: weight,
100 }
101 }
102
103 pub(crate) fn add(self, rhs: Self) -> Self {
104 Self {
105 x: self.x + rhs.x,
106 y: self.y + rhs.y,
107 z: self.z + rhs.z,
108 w: self.w + rhs.w,
109 }
110 }
111
112 pub(crate) fn scale(self, factor: f64) -> Self {
113 Self {
114 x: self.x * factor,
115 y: self.y * factor,
116 z: self.z * factor,
117 w: self.w * factor,
118 }
119 }
120
121 pub(crate) fn point(self) -> Result<Vec3, String> {
122 if self.w.abs() <= EPS {
123 return Err("cannot project a homogeneous point with zero weight".into());
124 }
125 Ok(Vec3::new(self.x / self.w, self.y / self.w, self.z / self.w))
126 }
127}
128
129pub(crate) const MAX_STACK_DEGREE: usize = 7;
133pub(crate) const MAX_STACK_ORDER: usize = MAX_STACK_DEGREE + 1;
134
135fn knot_reject(reason: &str, knots: &[f64], degree: usize) -> String {
141 if std::env::var("BREP_DEBUG_KNOTS").is_err() {
142 return reason.to_string();
143 }
144 let mut worst_descent = f64::NEG_INFINITY;
145 let mut worst_index = 0usize;
146 for (index, pair) in knots.windows(2).enumerate() {
147 let descent = pair[0] - pair[1];
148 if descent > worst_descent {
149 worst_descent = descent;
150 worst_index = index;
151 }
152 }
153 let detail = format!(
154 "{reason} [degree={degree} count={} worst_descent={worst_descent:.6e} at index \
155 {worst_index} knots={knots:?}]",
156 knots.len()
157 );
158 eprintln!(
159 "KNOT-REJECT {detail}\n{}",
160 std::backtrace::Backtrace::force_capture()
161 );
162 detail
163}
164
165pub(crate) fn validate_knots(knots: &[f64], degree: usize) -> Result<(), String> {
169 if degree < 1 {
170 return Err("KnotVector: degree must be >= 1".into());
171 }
172 if knots.len() < 2 * (degree + 1) {
173 return Err(format!(
174 "KnotVector: need at least {} knots for degree {}, got {}",
175 2 * (degree + 1),
176 degree,
177 knots.len()
178 ));
179 }
180 if knots.iter().any(|value| !value.is_finite()) {
181 return Err("KnotVector: knots must be finite".into());
182 }
183 if knots
184 .windows(2)
185 .any(|pair| pair[1] < pair[0] - KNOT_IDENTITY_TOL)
186 {
187 return Err(knot_reject(
188 "KnotVector: knots must be non-decreasing",
189 knots,
190 degree,
191 ));
192 }
193 let first = knots[0];
194 let last = knots[knots.len() - 1];
195 for index in 0..=degree {
196 if (knots[index] - first).abs() > KNOT_IDENTITY_TOL {
197 return Err(knot_reject(
198 "KnotVector: expected clamped start",
199 knots,
200 degree,
201 ));
202 }
203 if (knots[knots.len() - 1 - index] - last).abs() > KNOT_IDENTITY_TOL {
204 return Err(knot_reject("KnotVector: expected clamped end", knots, degree));
205 }
206 }
207 if last - first <= KNOT_IDENTITY_TOL {
208 return Err(knot_reject(
209 "KnotVector: degenerate parameter range",
210 knots,
211 degree,
212 ));
213 }
214 Ok(())
215}
216
217pub(crate) fn knot_domain(knots: &[f64], degree: usize) -> [f64; 2] {
218 [knots[degree], knots[knots.len() - 1 - degree]]
219}
220
221pub(crate) fn knot_clamp(knots: &[f64], degree: usize, parameter: f64) -> f64 {
222 let [start, end] = knot_domain(knots, degree);
223 parameter.clamp(start, end)
224}
225
226pub(crate) fn knot_find_span(knots: &[f64], degree: usize, parameter: f64) -> usize {
227 let parameter = knot_clamp(knots, degree, parameter);
228 let n = knots.len() - degree - 2;
229 if parameter >= knots[n + 1] {
230 let mut span = n;
237 while span > degree && knots[span] >= knots[span + 1] {
238 span -= 1;
239 }
240 return span;
241 }
242 if parameter <= knots[degree] {
243 let mut span = degree;
250 while span < n && knots[span + 1] <= parameter {
251 span += 1;
252 }
253 return span;
254 }
255 let mut low = degree;
256 let mut high = n + 1;
257 let mut middle = (low + high) / 2;
258 while parameter < knots[middle] || parameter >= knots[middle + 1] {
259 if parameter < knots[middle] {
260 high = middle;
261 } else {
262 low = middle;
263 }
264 middle = (low + high) / 2;
265 }
266 middle
267}
268
269pub(crate) fn basis_functions_into(
272 knots: &[f64],
273 degree: usize,
274 span: usize,
275 parameter: f64,
276 basis: &mut [f64; MAX_STACK_ORDER],
277) {
278 debug_assert!(degree <= MAX_STACK_DEGREE);
279 match degree {
286 1 => basis_functions_scratch::<2>(knots, 1, span, parameter, basis),
287 2 => basis_functions_scratch::<3>(knots, 2, span, parameter, basis),
288 3 => basis_functions_scratch::<4>(knots, 3, span, parameter, basis),
289 4 => basis_functions_scratch::<5>(knots, 4, span, parameter, basis),
290 5 => basis_functions_scratch::<6>(knots, 5, span, parameter, basis),
291 _ => basis_functions_scratch::<MAX_STACK_ORDER>(knots, degree, span, parameter, basis),
292 }
293}
294
295#[inline(always)]
299fn basis_functions_scratch<const ORDER: usize>(
300 knots: &[f64],
301 degree: usize,
302 span: usize,
303 parameter: f64,
304 basis: &mut [f64; MAX_STACK_ORDER],
305) {
306 debug_assert!(degree < ORDER);
307 let mut left = [0.0f64; ORDER];
308 let mut right = [0.0f64; ORDER];
309 basis_functions_raw_into(knots, degree, span, parameter, EPS, basis, &mut left, &mut right);
310}
311
312pub(crate) fn basis_derivatives_into(
318 knots: &[f64],
319 degree: usize,
320 span: usize,
321 parameter: f64,
322 derivative_count: usize,
323 out: &mut [[f64; MAX_STACK_ORDER]],
324) {
325 debug_assert!(degree <= MAX_STACK_DEGREE);
326 debug_assert!(out.len() > derivative_count);
327 match degree {
332 1 => basis_derivatives_scratch::<2>(knots, 1, span, parameter, derivative_count, out),
333 2 => basis_derivatives_scratch::<3>(knots, 2, span, parameter, derivative_count, out),
334 3 => basis_derivatives_scratch::<4>(knots, 3, span, parameter, derivative_count, out),
335 4 => basis_derivatives_scratch::<5>(knots, 4, span, parameter, derivative_count, out),
336 5 => basis_derivatives_scratch::<6>(knots, 5, span, parameter, derivative_count, out),
337 _ => basis_derivatives_scratch::<MAX_STACK_ORDER>(knots, degree, span, parameter, derivative_count, out),
338 }
339}
340
341#[inline(always)]
347fn basis_derivatives_scratch<const ORDER: usize>(
348 knots: &[f64],
349 degree: usize,
350 span: usize,
351 parameter: f64,
352 derivative_count: usize,
353 out: &mut [[f64; MAX_STACK_ORDER]],
354) {
355 debug_assert!(degree < ORDER);
356 let p = degree;
357 let n = derivative_count.min(p);
358 let mut ndu = [[0.0f64; ORDER]; ORDER];
359 let mut left = [0.0f64; ORDER];
360 let mut right = [0.0f64; ORDER];
361 ndu[0][0] = 1.0;
362
363 for j in 1..=p {
364 left[j] = parameter - knots[span + 1 - j];
365 right[j] = knots[span + j] - parameter;
366 let mut saved = 0.0;
367 for r in 0..j {
368 ndu[j][r] = right[r + 1] + left[j - r];
369 let temporary = if ndu[j][r].abs() <= EPS {
370 0.0
371 } else {
372 ndu[r][j - 1] / ndu[j][r]
373 };
374 ndu[r][j] = saved + right[r + 1] * temporary;
375 saved = left[j - r] * temporary;
376 }
377 ndu[j][j] = saved;
378 }
379
380 for j in 0..=p {
381 out[0][j] = ndu[j][p];
382 }
383 let mut a = [[0.0f64; ORDER]; 2];
384 for r in 0..=p {
385 let mut s1 = 0;
386 let mut s2 = 1;
387 a[0][0] = 1.0;
388 for k in 1..=n {
389 a[s2] = [0.0; ORDER];
390 let mut value = 0.0;
391 let rk = r as isize - k as isize;
392 let pk = p - k;
393 if r >= k {
394 let denominator = ndu[pk + 1][rk as usize];
395 a[s2][0] = a[s1][0] / denominator;
396 value = a[s2][0] * ndu[rk as usize][pk];
397 }
398 let j1 = if rk >= -1 { 1 } else { (-rk) as usize };
399 let j2 = if r <= pk + 1 { k - 1 } else { p - r };
400 if j1 <= j2 {
401 for j in j1..=j2 {
402 let index = (rk + j as isize) as usize;
403 a[s2][j] = (a[s1][j] - a[s1][j - 1]) / ndu[pk + 1][index];
404 value += a[s2][j] * ndu[index][pk];
405 }
406 }
407 if r <= pk {
408 a[s2][k] = -a[s1][k - 1] / ndu[pk + 1][r];
409 value += a[s2][k] * ndu[r][pk];
410 }
411 out[k][r] = value;
412 std::mem::swap(&mut s1, &mut s2);
413 }
414 }
415 let mut factor = p as f64;
416 for k in 1..=n {
417 for value in out[k][..=p].iter_mut() {
418 *value *= factor;
419 }
420 factor *= (p - k) as f64;
421 }
422}
423
424#[derive(Clone, Debug, Deserialize, Serialize)]
425pub struct KnotVector {
426 pub knots: Vec<f64>,
427 pub degree: usize,
428}
429
430pub(crate) fn interior_knots(knots: &[f64], degree: usize) -> Vec<f64> {
432 distinct_interior_knots(knots, degree).collect()
433}
434
435impl KnotVector {
436 pub fn new(knots: Vec<f64>, degree: usize) -> Result<Self, String> {
437 validate_knots(&knots, degree)?;
438 Ok(Self { knots, degree })
439 }
440
441 pub fn control_point_count(&self) -> usize {
442 self.knots.len() - self.degree - 1
443 }
444
445 pub fn domain(&self) -> [f64; 2] {
446 [
447 self.knots[self.degree],
448 self.knots[self.knots.len() - 1 - self.degree],
449 ]
450 }
451
452 pub fn clamp_param(&self, parameter: f64) -> f64 {
453 knot_clamp(&self.knots, self.degree, parameter)
454 }
455
456 pub fn find_span(&self, parameter: f64) -> usize {
457 knot_find_span(&self.knots, self.degree, parameter)
458 }
459
460 pub fn basis_functions(&self, span: usize, parameter: f64) -> Vec<f64> {
461 if self.degree <= MAX_STACK_DEGREE {
462 let mut basis = [0.0f64; MAX_STACK_ORDER];
463 basis_functions_into(&self.knots, self.degree, span, parameter, &mut basis);
464 return basis[..=self.degree].to_vec();
465 }
466 basis_functions_raw(&self.knots, self.degree, span, parameter, EPS)
467 }
468
469 pub fn basis_derivatives(
470 &self,
471 span: usize,
472 parameter: f64,
473 derivative_count: usize,
474 ) -> Vec<Vec<f64>> {
475 if self.degree <= MAX_STACK_DEGREE && derivative_count <= MAX_STACK_DEGREE {
476 let mut rows = [[0.0f64; MAX_STACK_ORDER]; MAX_STACK_ORDER];
477 basis_derivatives_into(
478 &self.knots,
479 self.degree,
480 span,
481 parameter,
482 derivative_count,
483 &mut rows[..=derivative_count],
484 );
485 return rows[..=derivative_count]
486 .iter()
487 .map(|row| row[..=self.degree].to_vec())
488 .collect();
489 }
490 let p = self.degree;
491 let n = derivative_count.min(p);
492 let mut ndu = vec![vec![0.0; p + 1]; p + 1];
493 let mut left = vec![0.0; p + 1];
494 let mut right = vec![0.0; p + 1];
495 ndu[0][0] = 1.0;
496
497 for j in 1..=p {
498 left[j] = parameter - self.knots[span + 1 - j];
499 right[j] = self.knots[span + j] - parameter;
500 let mut saved = 0.0;
501 for r in 0..j {
502 ndu[j][r] = right[r + 1] + left[j - r];
503 let temporary = if ndu[j][r].abs() <= EPS {
504 0.0
505 } else {
506 ndu[r][j - 1] / ndu[j][r]
507 };
508 ndu[r][j] = saved + right[r + 1] * temporary;
509 saved = left[j - r] * temporary;
510 }
511 ndu[j][j] = saved;
512 }
513
514 let mut derivatives = vec![vec![0.0; p + 1]; derivative_count + 1];
515 for j in 0..=p {
516 derivatives[0][j] = ndu[j][p];
517 }
518 let mut a = vec![vec![0.0; p + 1]; 2];
519 for r in 0..=p {
520 let mut s1 = 0;
521 let mut s2 = 1;
522 a[0][0] = 1.0;
523 for k in 1..=n {
524 a[s2].fill(0.0);
525 let mut value = 0.0;
526 let rk = r as isize - k as isize;
527 let pk = p - k;
528 if r >= k {
529 let denominator = ndu[pk + 1][rk as usize];
530 a[s2][0] = a[s1][0] / denominator;
531 value = a[s2][0] * ndu[rk as usize][pk];
532 }
533 let j1 = if rk >= -1 { 1 } else { (-rk) as usize };
534 let j2 = if r <= pk + 1 { k - 1 } else { p - r };
535 if j1 <= j2 {
536 for j in j1..=j2 {
537 let index = (rk + j as isize) as usize;
538 a[s2][j] = (a[s1][j] - a[s1][j - 1]) / ndu[pk + 1][index];
539 value += a[s2][j] * ndu[index][pk];
540 }
541 }
542 if r <= pk {
543 a[s2][k] = -a[s1][k - 1] / ndu[pk + 1][r];
544 value += a[s2][k] * ndu[r][pk];
545 }
546 derivatives[k][r] = value;
547 std::mem::swap(&mut s1, &mut s2);
548 }
549 }
550 let mut factor = p as f64;
551 for (k, row) in derivatives.iter_mut().enumerate().take(n + 1).skip(1) {
552 for value in row {
553 *value *= factor;
554 }
555 factor *= (p - k) as f64;
556 }
557 derivatives
558 }
559}
560
561#[derive(Clone, Debug, Deserialize, Serialize)]
569pub struct NurbsCurve {
570 pub degree: usize,
571 pub knots: Vec<f64>,
572 pub control_points: Vec<Vec4>,
573 #[serde(skip, default)]
577 validated: std::cell::Cell<bool>,
578}
579
580impl NurbsCurve {
581 pub(crate) fn is_validated(&self) -> bool {
584 self.validated.get()
585 }
586
587 pub(crate) fn set_validated(&mut self, validated: bool) {
589 self.validated = std::cell::Cell::new(validated);
590 }
591
592 pub fn new(degree: usize, knots: Vec<f64>, control_points: Vec<Vec4>) -> Result<Self, String> {
593 let curve = Self {
594 degree,
595 knots,
596 control_points,
597 validated: std::cell::Cell::new(false),
598 };
599 curve.ensure_valid()?;
600 Ok(curve)
601 }
602
603 fn ensure_valid(&self) -> Result<(), String> {
605 if self.validated.get() {
606 return Ok(());
607 }
608 validate_knots(&self.knots, self.degree)?;
609 let expected = self.knots.len() - self.degree - 1;
610 if self.control_points.len() != expected {
611 return Err(format!(
612 "NurbsCurve: knot vector implies {} control points, got {}",
613 expected,
614 self.control_points.len()
615 ));
616 }
617 if self.control_points.iter().any(|point| {
618 point.w <= EPS
619 || ![point.x, point.y, point.z, point.w]
620 .iter()
621 .all(|value| value.is_finite())
622 }) {
623 return Err("NurbsCurve: control points must be finite with positive weights".into());
624 }
625 self.validated.set(true);
626 Ok(())
627 }
628
629 fn knot_vector(&self) -> Result<KnotVector, String> {
630 KnotVector::new(self.knots.clone(), self.degree)
631 }
632
633 pub fn domain(&self) -> Result<[f64; 2], String> {
634 self.ensure_valid()?;
635 Ok(knot_domain(&self.knots, self.degree))
636 }
637
638 pub fn evaluate_homogeneous(&self, parameter: f64) -> Result<Vec4, String> {
639 self.ensure_valid()?;
640 let span = knot_find_span(&self.knots, self.degree, parameter);
641 let parameter = knot_clamp(&self.knots, self.degree, parameter);
642 let mut point = Vec4 {
643 x: 0.0,
644 y: 0.0,
645 z: 0.0,
646 w: 0.0,
647 };
648 if self.degree <= MAX_STACK_DEGREE {
649 let mut basis = [0.0f64; MAX_STACK_ORDER];
650 basis_functions_into(&self.knots, self.degree, span, parameter, &mut basis);
651 for (index, value) in basis[..=self.degree].iter().enumerate() {
652 point = point.add(self.control_points[span - self.degree + index].scale(*value));
653 }
654 } else {
655 let knot_vector = self.knot_vector()?;
656 let basis = knot_vector.basis_functions(span, parameter);
657 for (index, value) in basis.iter().enumerate() {
658 point = point.add(self.control_points[span - self.degree + index].scale(*value));
659 }
660 }
661 Ok(point)
662 }
663
664 pub fn evaluate(&self, parameter: f64) -> Result<Vec3, String> {
665 self.evaluate_homogeneous(parameter)?.point()
666 }
667
668 pub(crate) fn straight_segment(&self, tolerance: f64) -> Option<(Vec3, Vec3)> {
688 self.ensure_valid().ok()?;
689 let points = self
690 .control_points
691 .iter()
692 .map(|point| point.point().ok())
693 .collect::<Option<Vec<Vec3>>>()?;
694 let start = *points.first()?;
695 let end = *points.last()?;
696 let chord = end.sub(start);
697 let length = chord.length();
698 if length <= tolerance {
699 return None;
700 }
701 let direction = chord.scale(1.0 / length);
702 let mut reached = 0.0f64;
703 for point in &points {
704 let offset = point.sub(start);
705 let axial = offset.dot(direction);
706 if offset.sub(direction.scale(axial)).length() > tolerance {
707 return None; }
709 if axial < reached - tolerance {
710 return None; }
712 reached = reached.max(axial);
713 }
714 Some((start, end))
715 }
716
717 pub fn evaluate_extended(&self, parameter: f64) -> Result<Vec3, String> {
722 Ok(self.derivatives_extended(parameter, 0)?[0])
723 }
724
725 pub fn derivatives_extended(
729 &self,
730 parameter: f64,
731 derivative_count: usize,
732 ) -> Result<Vec<Vec3>, String> {
733 let [start, end] = self.domain()?;
734 if parameter >= start && parameter <= end {
735 return self.derivatives(parameter, derivative_count);
736 }
737 let period = end - start;
738 if period > 0.0 {
739 let closed =
740 self.evaluate(start)?.sub(self.evaluate(end)?).length() <= 1e-9 * (1.0 + period);
741 if closed {
742 let wrapped = start + (parameter - start).rem_euclid(period);
743 return self.derivatives(wrapped, derivative_count);
744 }
745 }
746 let boundary = if parameter < start { start } else { end };
747 let base = self.derivatives(boundary, derivative_count.max(1))?;
748 let mut result = Vec::with_capacity(derivative_count + 1);
749 result.push(base[0].add(base[1].scale(parameter - boundary)));
750 if derivative_count >= 1 {
751 result.push(base[1]);
752 }
753 for _ in 2..=derivative_count {
754 result.push(Vec3::default());
755 }
756 Ok(result)
757 }
758
759 pub fn derivatives(
760 &self,
761 parameter: f64,
762 derivative_count: usize,
763 ) -> Result<Vec<Vec3>, String> {
764 if derivative_count <= 2 && small_curve_derivatives_enabled() {
765 return Ok(self.derivatives_small(parameter, derivative_count)?[..=derivative_count].to_vec());
766 }
767 self.ensure_valid()?;
768 let parameter = knot_clamp(&self.knots, self.degree, parameter);
769 let span = knot_find_span(&self.knots, self.degree, parameter);
770 let calculated_count = derivative_count.min(self.degree);
771 let mut homogeneous: Vec<Vec4> = Vec::with_capacity(calculated_count + 1);
772 if self.degree <= MAX_STACK_DEGREE {
773 let mut rows = [[0.0f64; MAX_STACK_ORDER]; MAX_STACK_ORDER];
774 basis_derivatives_into(
775 &self.knots,
776 self.degree,
777 span,
778 parameter,
779 calculated_count,
780 &mut rows[..=calculated_count],
781 );
782 for row in rows.iter().take(calculated_count + 1) {
783 let mut point = Vec4 {
784 x: 0.0,
785 y: 0.0,
786 z: 0.0,
787 w: 0.0,
788 };
789 for (index, value) in row.iter().enumerate().take(self.degree + 1) {
790 point =
791 point.add(self.control_points[span - self.degree + index].scale(*value));
792 }
793 homogeneous.push(point);
794 }
795 } else {
796 let knot_vector = self.knot_vector()?;
797 let basis = knot_vector.basis_derivatives(span, parameter, calculated_count);
798 for row in basis.iter().take(calculated_count + 1) {
799 let mut point = Vec4 {
800 x: 0.0,
801 y: 0.0,
802 z: 0.0,
803 w: 0.0,
804 };
805 for (index, value) in row.iter().enumerate().take(self.degree + 1) {
806 point =
807 point.add(self.control_points[span - self.degree + index].scale(*value));
808 }
809 homogeneous.push(point);
810 }
811 }
812
813 let mut result: Vec<Vec3> = Vec::with_capacity(derivative_count + 1);
814 for k in 0..=calculated_count {
815 let mut value = Vec3::new(homogeneous[k].x, homogeneous[k].y, homogeneous[k].z);
816 for i in 1..=k {
817 value = value.sub(result[k - i].scale(binomial(k, i) * homogeneous[i].w));
818 }
819 result.push(value.scale(1.0 / homogeneous[0].w));
820 }
821 result.resize(derivative_count + 1, Vec3::default());
822 Ok(result)
823 }
824
825 pub fn unit_tangent(
850 &self,
851 parameter: f64,
852 range_start: f64,
853 range_end: f64,
854 ) -> Result<Vec3, String> {
855 let derivative = self.derivatives(parameter, 1)?[1];
856 self.tangent_or_one_sided_limit(derivative, parameter, range_start, range_end)
857 }
858
859 pub fn point_and_unit_tangent_extended(
881 &self,
882 parameter: f64,
883 range_start: f64,
884 range_end: f64,
885 ) -> Result<(Vec3, Vec3), String> {
886 let derivatives = self.derivatives_extended(parameter, 1)?;
887 if let Ok(tangent) = derivatives[1].normalized() {
888 return Ok((derivatives[0], tangent));
889 }
890 let read_at = self.extended_read_parameter(parameter)?;
891 let low = range_start.min(range_end).min(read_at);
892 let high = range_start.max(range_end).max(read_at);
893 let tangent = self.tangent_or_one_sided_limit(derivatives[1], read_at, low, high)?;
894 Ok((derivatives[0], tangent))
895 }
896
897 fn extended_read_parameter(&self, parameter: f64) -> Result<f64, String> {
903 let [start, end] = self.domain()?;
904 if parameter >= start && parameter <= end {
905 return Ok(parameter);
906 }
907 if self.extension_wraps(start, end)? {
908 return Ok(start + (parameter - start).rem_euclid(end - start));
909 }
910 Ok(if parameter < start { start } else { end })
911 }
912
913 fn extension_wraps(&self, start: f64, end: f64) -> Result<bool, String> {
916 let period = end - start;
917 Ok(period > 0.0
918 && self.evaluate(start)?.sub(self.evaluate(end)?).length() <= 1e-9 * (1.0 + period))
919 }
920
921 pub(crate) fn stationary_open_end(&self, parameter: f64) -> Result<Option<f64>, String> {
933 let [start, end] = self.domain()?;
934 if parameter >= start && parameter <= end {
935 return Ok(None);
936 }
937 let boundary = if parameter < start { start } else { end };
938 if self.derivatives(boundary, 1)?[1].normalized().is_ok()
939 || self.extension_wraps(start, end)?
940 {
941 return Ok(None);
942 }
943 Ok(Some(boundary))
944 }
945
946 fn tangent_or_one_sided_limit(
951 &self,
952 derivative: Vec3,
953 parameter: f64,
954 range_start: f64,
955 range_end: f64,
956 ) -> Result<Vec3, String> {
957 let error = match derivative.normalized() {
958 Ok(tangent) => return Ok(tangent),
959 Err(error) => error,
960 };
961 if std::env::var("BREP_CUSP_TANGENT_RESCUE").as_deref() == Ok("0") {
962 return Err(error);
963 }
964 self.stationary_tangent_rescue(parameter, range_start, range_end)
965 .ok_or_else(|| {
966 format!(
967 "curve tangent: the first derivative vanishes at t = {parameter} and \
968 everywhere in [{range_start}, {range_end}] the probe can reach, so this \
969 curve has no direction of travel to report"
970 )
971 })
972 }
973
974 pub fn stationary_tangent_rescue(
1002 &self,
1003 parameter: f64,
1004 range_start: f64,
1005 range_end: f64,
1006 ) -> Option<Vec3> {
1007 let low = range_start.min(range_end);
1008 let high = range_start.max(range_end);
1009 let span = high - low;
1010 if !(span > 0.0) {
1011 return None;
1012 }
1013 for scale in [1e-6, 1e-4, 1e-2, 1e-1] {
1014 let step = span * scale;
1015 for probe in [parameter + step, parameter - step] {
1016 if probe < low || probe > high {
1017 continue;
1018 }
1019 if let Some(unit) = self
1020 .derivatives(probe, 1)
1021 .ok()
1022 .and_then(|derivatives| derivatives[1].normalized().ok())
1023 {
1024 return Some(unit);
1025 }
1026 }
1027 }
1028 None
1029 }
1030
1031 pub(crate) fn derivatives_small(
1042 &self,
1043 parameter: f64,
1044 derivative_count: usize,
1045 ) -> Result<[Vec3; 3], String> {
1046 debug_assert!(derivative_count <= 2);
1047 self.ensure_valid()?;
1048 let parameter = knot_clamp(&self.knots, self.degree, parameter);
1049 let span = knot_find_span(&self.knots, self.degree, parameter);
1050 let calculated_count = derivative_count.min(self.degree);
1051 let zero = Vec4 {
1052 x: 0.0,
1053 y: 0.0,
1054 z: 0.0,
1055 w: 0.0,
1056 };
1057 let mut homogeneous = [zero; 3];
1058 if self.degree <= MAX_STACK_DEGREE {
1059 let mut rows = [[0.0f64; MAX_STACK_ORDER]; 3];
1062 basis_derivatives_into(
1063 &self.knots,
1064 self.degree,
1065 span,
1066 parameter,
1067 calculated_count,
1068 &mut rows[..=calculated_count],
1069 );
1070 for (k, row) in rows.iter().take(calculated_count + 1).enumerate() {
1071 let mut point = zero;
1072 for (index, value) in row.iter().enumerate().take(self.degree + 1) {
1073 point =
1074 point.add(self.control_points[span - self.degree + index].scale(*value));
1075 }
1076 homogeneous[k] = point;
1077 }
1078 } else {
1079 let knot_vector = self.knot_vector()?;
1080 let basis = knot_vector.basis_derivatives(span, parameter, calculated_count);
1081 for (k, row) in basis.iter().take(calculated_count + 1).enumerate() {
1082 let mut point = zero;
1083 for (index, value) in row.iter().enumerate().take(self.degree + 1) {
1084 point =
1085 point.add(self.control_points[span - self.degree + index].scale(*value));
1086 }
1087 homogeneous[k] = point;
1088 }
1089 }
1090
1091 let mut result = [Vec3::default(); 3];
1092 for k in 0..=calculated_count {
1093 let mut value = Vec3::new(homogeneous[k].x, homogeneous[k].y, homogeneous[k].z);
1094 for i in 1..=k {
1095 value = value.sub(result[k - i].scale(binomial(k, i) * homogeneous[i].w));
1096 }
1097 result[k] = value.scale(1.0 / homogeneous[0].w);
1098 }
1099 Ok(result)
1100 }
1101
1102 #[inline]
1105 pub(crate) fn deriv1(&self, parameter: f64) -> Result<(Vec3, Vec3), String> {
1106 let d = self.derivatives_small(parameter, 1)?;
1107 Ok((d[0], d[1]))
1108 }
1109
1110 pub fn reversed(&self) -> Result<Self, String> {
1111 let start = self.knots[0];
1112 let end = self.knots[self.knots.len() - 1];
1113 let knots = self
1114 .knots
1115 .iter()
1116 .rev()
1117 .map(|knot| start + end - knot)
1118 .collect();
1119 let control_points = self.control_points.iter().rev().copied().collect();
1120 Self::new(self.degree, knots, control_points)
1121 }
1122
1123 pub fn insert_knot(&self, parameter: f64, requested: usize) -> Result<Self, String> {
1124 let knot_vector = self.knot_vector()?;
1125 let degree = self.degree;
1126 let parameter = knot_vector.clamp_param(parameter);
1127 let parameter = self
1132 .knots
1133 .iter()
1134 .copied()
1135 .find(|knot| (knot - parameter).abs() <= KNOT_IDENTITY_TOL)
1136 .unwrap_or(parameter);
1137 let multiplicity = self
1138 .knots
1139 .iter()
1140 .filter(|knot| (**knot - parameter).abs() <= KNOT_IDENTITY_TOL)
1141 .count();
1142 let insertion_count = requested.min(degree.saturating_sub(multiplicity));
1143 if insertion_count == 0 {
1144 return Ok(self.clone());
1145 }
1146 let span = knot_vector.find_span(parameter);
1147 let last_control = self.control_points.len() - 1;
1148 let mut knots = Vec::with_capacity(self.knots.len() + insertion_count);
1149 knots.extend_from_slice(&self.knots[..=span]);
1150 knots.extend(std::iter::repeat_n(parameter, insertion_count));
1151 knots.extend_from_slice(&self.knots[span + 1..]);
1152
1153 let mut output = vec![
1154 Vec4 {
1155 x: 0.0,
1156 y: 0.0,
1157 z: 0.0,
1158 w: 1.0,
1159 };
1160 last_control + 1 + insertion_count
1161 ];
1162 output[..=span - degree].copy_from_slice(&self.control_points[..=span - degree]);
1163 for index in span - multiplicity..=last_control {
1164 output[index + insertion_count] = self.control_points[index];
1165 }
1166 let mut affected = vec![
1167 Vec4 {
1168 x: 0.0,
1169 y: 0.0,
1170 z: 0.0,
1171 w: 1.0,
1172 };
1173 degree + 1
1174 ];
1175 affected[..=degree - multiplicity]
1176 .copy_from_slice(&self.control_points[span - degree..=span - multiplicity]);
1177 let mut left = 0;
1178 for insertion in 1..=insertion_count {
1179 left = span - degree + insertion;
1180 for index in 0..=degree - insertion - multiplicity {
1181 let denominator = self.knots[index + span + 1] - self.knots[left + index];
1182 let alpha = (parameter - self.knots[left + index]) / denominator;
1183 affected[index] = affected[index + 1]
1184 .scale(alpha)
1185 .add(affected[index].scale(1.0 - alpha));
1186 }
1187 output[left] = affected[0];
1188 output[span + insertion_count - insertion - multiplicity] =
1189 affected[degree - insertion - multiplicity];
1190 }
1191 for index in left + 1..span - multiplicity {
1192 output[index] = affected[index - left];
1193 }
1194 Self::new(degree, knots, output)
1195 }
1196
1197 pub fn split(&self, parameter: f64) -> Result<(Self, Self), String> {
1198 let [start, end] = self.domain()?;
1199 if parameter <= start + KNOT_IDENTITY_TOL || parameter >= end - KNOT_IDENTITY_TOL {
1200 return Err(format!(
1201 "NurbsCurve.split: parameter {parameter} must be strictly inside domain [{start}, {end}]"
1202 ));
1203 }
1204 let parameter = self
1207 .knots
1208 .iter()
1209 .copied()
1210 .find(|knot| (knot - parameter).abs() <= KNOT_IDENTITY_TOL)
1211 .unwrap_or(parameter);
1212 let multiplicity = self
1213 .knots
1214 .iter()
1215 .filter(|knot| (**knot - parameter).abs() <= KNOT_IDENTITY_TOL)
1216 .count();
1217 let refined = self.insert_knot(parameter, self.degree.saturating_sub(multiplicity))?;
1218 let first = refined
1219 .knots
1220 .iter()
1221 .position(|knot| (*knot - parameter).abs() <= KNOT_IDENTITY_TOL)
1222 .ok_or_else(|| "NurbsCurve.split: inserted knot not found".to_string())?;
1223 let mut left_knots = refined.knots[..first + self.degree].to_vec();
1224 left_knots.push(parameter);
1225 let left_points = refined.control_points[..first].to_vec();
1226 let mut right_knots = vec![parameter; self.degree + 1];
1227 right_knots.extend_from_slice(&refined.knots[first + self.degree..]);
1228 let right_points = refined.control_points[first - 1..].to_vec();
1229 Ok((
1230 Self::new(self.degree, left_knots, left_points)?,
1231 Self::new(self.degree, right_knots, right_points)?,
1232 ))
1233 }
1234}
1235
1236pub fn make_line(start: Vec3, end: Vec3) -> Result<NurbsCurve, String> {
1237 NurbsCurve::new(
1238 1,
1239 vec![0.0, 0.0, 1.0, 1.0],
1240 vec![Vec4::from_point(start, 1.0), Vec4::from_point(end, 1.0)],
1241 )
1242}
1243
1244pub fn make_arc(
1245 center: Vec3,
1246 x_axis: Vec3,
1247 y_axis: Vec3,
1248 radius: f64,
1249 start_angle: f64,
1250 end_angle: f64,
1251) -> Result<NurbsCurve, String> {
1252 if radius <= EPS {
1253 return Err("makeArc: radius must be positive".into());
1254 }
1255 let x_axis = x_axis.normalized()?;
1256 let y_axis = y_axis.normalized()?;
1257 if x_axis.dot(y_axis).abs() > 1e-9 {
1258 return Err("makeArc: xAxis and yAxis must be orthogonal".into());
1259 }
1260 let mut theta = end_angle - start_angle;
1261 if theta <= EPS {
1262 return Err("makeArc: endAngle must exceed startAngle".into());
1263 }
1264 if theta > std::f64::consts::TAU + EPS {
1265 return Err("makeArc: sweep exceeds full circle".into());
1266 }
1267 theta = theta.min(std::f64::consts::TAU);
1268 let segment_count = ((theta / std::f64::consts::FRAC_PI_2 - EPS).ceil() as usize).clamp(1, 4);
1269 let segment_angle = theta / segment_count as f64;
1270 let middle_weight = (segment_angle / 2.0).cos();
1271 let point_at = |angle: f64| {
1272 center
1273 .add(x_axis.scale(radius * angle.cos()))
1274 .add(y_axis.scale(radius * angle.sin()))
1275 };
1276 let tangent_at = |angle: f64| x_axis.scale(-angle.sin()).add(y_axis.scale(angle.cos()));
1277
1278 let mut points = Vec::with_capacity(2 * segment_count + 1);
1279 let mut angle = start_angle;
1280 let mut first_point = point_at(angle);
1281 let mut first_tangent = tangent_at(angle);
1282 points.push(Vec4::from_point(first_point, 1.0));
1283 for _ in 0..segment_count {
1284 angle += segment_angle;
1285 let end_point = point_at(angle);
1286 let end_tangent = tangent_at(angle);
1287 let cross = first_tangent.cross(end_tangent);
1288 let denominator = cross.length_squared();
1289 if denominator <= EPS {
1290 return Err("makeArc: arc tangents are parallel".into());
1291 }
1292 let distance = end_point.sub(first_point).cross(end_tangent).dot(cross) / denominator;
1293 let middle = first_point.add(first_tangent.scale(distance));
1294 points.push(Vec4::from_point(middle, middle_weight));
1295 points.push(Vec4::from_point(end_point, 1.0));
1296 first_point = end_point;
1297 first_tangent = end_tangent;
1298 }
1299 let mut knots = vec![0.0, 0.0, 0.0];
1300 for index in 1..segment_count {
1301 let knot = index as f64 / segment_count as f64;
1302 knots.extend([knot, knot]);
1303 }
1304 knots.extend([1.0, 1.0, 1.0]);
1305 NurbsCurve::new(2, knots, points)
1306}
1307
1308pub fn make_circle(center: Vec3, normal: Vec3, radius: f64) -> Result<NurbsCurve, String> {
1309 let normal = normal.normalized()?;
1310 let x_axis = normal.perpendicular()?;
1311 let y_axis = normal.cross(x_axis).normalized()?;
1312 make_arc(center, x_axis, y_axis, radius, 0.0, std::f64::consts::TAU)
1313}
1314
1315fn conic_frame(fn_name: &str, primary: Vec3, hint: Vec3) -> Result<(Vec3, Vec3), String> {
1321 let x_axis = primary
1322 .normalized()
1323 .map_err(|_| format!("{fn_name}: primary axis must be non-zero"))?;
1324 if hint.length() <= EPS {
1325 return Err(format!("{fn_name}: in-plane direction must be non-zero"));
1326 }
1327 hint.sub(x_axis.scale(hint.dot(x_axis)))
1328 .normalized()
1329 .map(|y_axis| (x_axis, y_axis))
1330 .map_err(|_| format!("{fn_name}: frame directions must not be parallel"))
1331}
1332
1333fn conic_range(fn_name: &str, t0: f64, t1: f64) -> Result<(), String> {
1337 if !t0.is_finite() || !t1.is_finite() {
1338 return Err(format!("{fn_name}: parameter range must be finite"));
1339 }
1340 if t1 - t0 <= KNOT_IDENTITY_TOL {
1341 return Err(format!("{fn_name}: t1 ({t1}) must exceed t0 ({t0})"));
1342 }
1343 Ok(())
1344}
1345
1346fn conic_points_finite(fn_name: &str, points: &[Vec4]) -> Result<(), String> {
1351 if points.iter().any(|point| {
1352 ![point.x, point.y, point.z, point.w]
1353 .iter()
1354 .all(|value| value.is_finite())
1355 }) {
1356 return Err(format!(
1357 "{fn_name}: control points overflow f64 — parameter range too extreme"
1358 ));
1359 }
1360 Ok(())
1361}
1362
1363pub fn make_parabola(
1371 vertex: Vec3,
1372 axis: Vec3,
1373 latus_direction: Vec3,
1374 focal: f64,
1375 t0: f64,
1376 t1: f64,
1377) -> Result<NurbsCurve, String> {
1378 if !focal.is_finite() || focal <= EPS {
1379 return Err("make_parabola: focal distance must be positive".into());
1380 }
1381 conic_range("make_parabola", t0, t1)?;
1382 let (x_axis, y_axis) = conic_frame("make_parabola", axis, latus_direction)?;
1383 let point_at = |t: f64| {
1384 vertex
1385 .add(x_axis.scale(focal * t * t))
1386 .add(y_axis.scale(2.0 * focal * t))
1387 };
1388 let middle = vertex
1393 .add(x_axis.scale(focal * t0 * t1))
1394 .add(y_axis.scale(focal * (t0 + t1)));
1395 let control_points = vec![
1396 Vec4::from_point(point_at(t0), 1.0),
1397 Vec4::from_point(middle, 1.0),
1398 Vec4::from_point(point_at(t1), 1.0),
1399 ];
1400 conic_points_finite("make_parabola", &control_points)?;
1401 NurbsCurve::new(2, vec![t0, t0, t0, t1, t1, t1], control_points)
1402}
1403
1404pub fn make_hyperbola(
1414 center: Vec3,
1415 major_axis: Vec3,
1416 minor_axis: Vec3,
1417 a: f64,
1418 b: f64,
1419 t0: f64,
1420 t1: f64,
1421) -> Result<NurbsCurve, String> {
1422 if !a.is_finite() || a <= EPS {
1423 return Err("make_hyperbola: semi-axis a must be positive".into());
1424 }
1425 if !b.is_finite() || b <= EPS {
1426 return Err("make_hyperbola: semi-axis b must be positive".into());
1427 }
1428 conic_range("make_hyperbola", t0, t1)?;
1429 let (x_axis, y_axis) = conic_frame("make_hyperbola", major_axis, minor_axis)?;
1430 let point_at = |t: f64| {
1431 center
1432 .add(x_axis.scale(a * t.cosh()))
1433 .add(y_axis.scale(b * t.sinh()))
1434 };
1435 let mid = 0.5 * (t0 + t1);
1436 let middle_weight = (0.5 * (t1 - t0)).cosh();
1437 let apex = center
1444 .add(x_axis.scale(a * mid.cosh() / middle_weight))
1445 .add(y_axis.scale(b * mid.sinh() / middle_weight));
1446 let control_points = vec![
1447 Vec4::from_point(point_at(t0), 1.0),
1448 Vec4::from_point(apex, middle_weight),
1449 Vec4::from_point(point_at(t1), 1.0),
1450 ];
1451 conic_points_finite("make_hyperbola", &control_points)?;
1452 NurbsCurve::new(2, vec![t0, t0, t0, t1, t1, t1], control_points)
1453}
1454
1455pub fn uniform_clamped_knots(
1456 control_point_count: usize,
1457 degree: usize,
1458) -> Result<Vec<f64>, String> {
1459 if control_point_count == 0 || control_point_count - 1 < degree {
1460 return Err("uniformClampedKnots: need at least degree+1 control points".into());
1461 }
1462 let n = control_point_count - 1;
1463 let mut knots = vec![0.0; degree + 1];
1464 let interior = n - degree;
1465 for index in 1..=interior {
1466 knots.push(index as f64 / (interior + 1) as f64);
1467 }
1468 knots.extend(std::iter::repeat_n(1.0, degree + 1));
1469 Ok(knots)
1470}
1471
1472fn binomial(n: usize, k: usize) -> f64 {
1473 if k > n {
1474 return 0.0;
1475 }
1476 let k = k.min(n - k);
1477 (1..=k).fold(1.0, |value, index| {
1478 value * (n - k + index) as f64 / index as f64
1479 })
1480}
1481
1482
1483
1484
1485pub(crate) fn small_curve_derivatives_enabled() -> bool {
1493 switch!("BREP_CURVE_SMALL_DERIVATIVES", true)
1494}
1495
1496
1497
1498pub(crate) fn bezier_decompose_raw<T: Copy>(knots: &[f64], points: &[T], degree: usize, zero: T, blend: impl Fn(T, T, f64) -> T) -> Option<Vec<Vec<T>>> {
1500 let p = degree;
1501 let n = points.len();
1502 if p == 0 || n < p + 1 || knots.len() != n + p + 1 || knots.iter().any(|k| !k.is_finite()) || knots.windows(2).any(|w| w[1] < w[0]) {
1503 return None;
1504 }
1505 let (a, b) = (knots[0], knots[knots.len() - 1]);
1506 if !(b > a) || knots[..=p].iter().any(|k| *k != a) || knots[knots.len() - p - 1..].iter().any(|k| *k != b) {
1507 return None;
1508 }
1509 let m = knots.len() - 1;
1510 let (mut a, mut b) = (p, p + 1);
1511 let mut spans = Vec::with_capacity(n);
1512 let mut span: Vec<T> = points[..=p].to_vec();
1513 let mut alphas = vec![0.; p];
1514 while b < m {
1515 let first = b;
1516 while b < m && knots[b + 1] == knots[b] {
1517 b += 1;
1518 }
1519 let mult = b - first + 1;
1520 if b < m && mult > p {
1521 return None;
1522 }
1523 let mut next = vec![zero; p + 1];
1524 if mult < p {
1525 let numer = knots[b] - knots[a];
1526 for j in (mult + 1..=p).rev() {
1527 alphas[j - mult - 1] = numer / (knots[a + j] - knots[a]);
1528 }
1529 let r = p - mult;
1530 for j in 1..=r {
1531 let s = mult + j;
1532 for k in (s..=p).rev() {
1533 let alpha = alphas[k - s];
1534 span[k] = blend(span[k], span[k - 1], alpha);
1535 }
1536 if b < m {
1537 next[r - j] = span[p];
1538 }
1539 }
1540 }
1541 spans.push(span);
1542 if b >= m {
1543 break;
1544 }
1545 for i in p - mult..=p {
1546 next[i] = points[b - p + i];
1547 }
1548 span = next;
1549 a = b;
1550 b += 1;
1551 }
1552 Some(spans)
1553}
1554
1555pub(crate) fn bezier_decompose(curve: &NurbsCurve) -> Option<Vec<Vec<Vec4>>> {
1558 bezier_decompose_raw(&curve.knots, &curve.control_points, curve.degree,
1559 Vec4 { x: 0.0, y: 0.0, z: 0.0, w: 0.0 },
1560 |a, b, alpha| a.scale(alpha).add(b.scale(1.0 - alpha)))
1561}
1562
1563pub(crate) fn boehm_insert_raw<T: Copy>(
1566 points: &[T], knots: &[f64], degree: usize, parameter: f64, span: usize,
1567 blend: impl Fn(T, T, f64, f64) -> T,
1568) -> (Vec<T>, Vec<f64>) {
1569 let mut out = Vec::with_capacity(points.len() + 1);
1570 out.extend_from_slice(&points[..=span - degree]);
1571 for i in span - degree + 1..=span {
1572 out.push(blend(points[i - 1], points[i], parameter - knots[i], knots[i + degree] - knots[i]));
1573 }
1574 out.extend_from_slice(&points[span..]);
1575 let mut fresh_knots = knots.to_vec();
1576 fresh_knots.insert(span + 1, parameter);
1577 (out, fresh_knots)
1578}
1579
1580
1581pub(crate) fn basis_functions_raw(knots: &[f64], degree: usize, span: usize, parameter: f64, guard: f64) -> Vec<f64> {
1583 let mut basis = vec![0.0; degree + 1];
1584 let mut left = vec![0.0; degree + 1];
1585 let mut right = vec![0.0; degree + 1];
1586 basis_functions_raw_into(knots, degree, span, parameter, guard, &mut basis, &mut left, &mut right);
1587 basis
1588}
1589
1590#[inline]
1591fn basis_functions_raw_into(knots: &[f64], degree: usize, span: usize, parameter: f64,
1592 guard: f64, basis: &mut [f64], left: &mut [f64], right: &mut [f64]) {
1593 basis[0] = 1.0;
1594 for j in 1..=degree {
1595 left[j] = parameter - knots[span + 1 - j];
1596 right[j] = knots[span + j] - parameter;
1597 let mut saved = 0.0;
1598 for r in 0..j {
1599 let denominator = right[r + 1] + left[j - r];
1600 let temporary = if denominator.abs() <= guard {
1601 0.0
1602 } else {
1603 basis[r] / denominator
1604 };
1605 basis[r] = saved + right[r + 1] * temporary;
1606 saved = left[j - r] * temporary;
1607 }
1608 basis[j] = saved;
1609 }
1610}