OpenVDB 7.0.0

ParticlesToLevelSet.h
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1 // Copyright Contributors to the OpenVDB Project
2 // SPDX-License-Identifier: MPL-2.0
3
61
62 #ifndef OPENVDB_TOOLS_PARTICLES_TO_LEVELSET_HAS_BEEN_INCLUDED
63 #define OPENVDB_TOOLS_PARTICLES_TO_LEVELSET_HAS_BEEN_INCLUDED
64
65 #include <tbb/parallel_reduce.h>
66 #include <tbb/blocked_range.h>
67 #include <openvdb/Types.h>
68 #include <openvdb/Grid.h>
69 #include <openvdb/math/Math.h>
70 #include <openvdb/math/Transform.h>
71 #include <openvdb/tree/LeafManager.h>
72 #include <openvdb/util/logging.h>
73 #include <openvdb/util/NullInterrupter.h>
74 #include "Composite.h" // for csgUnion()
75 #include "PointPartitioner.h"
76 #include "Prune.h"
77 #include "SignedFloodFill.h"
78 #include <functional>
79 #include <iostream>
80 #include <type_traits>
81 #include <vector>
82
83
84 namespace openvdb {
85 OPENVDB_USE_VERSION_NAMESPACE
86 namespace OPENVDB_VERSION_NAME {
87 namespace tools {
88
93 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
94 inline void particlesToSdf(const ParticleListT&, GridT&, InterrupterT* = nullptr);
95
100 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
101 inline void particlesToSdf(const ParticleListT&, GridT&, Real radius, InterrupterT* = nullptr);
102
110 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
111 inline void particleTrailsToSdf(const ParticleListT&, GridT&, Real delta=1, InterrupterT* =nullptr);
112
117 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
118 inline void particlesToMask(const ParticleListT&, GridT&, InterrupterT* = nullptr);
119
124 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
125 inline void particlesToMask(const ParticleListT&, GridT&, Real radius, InterrupterT* = nullptr);
126
134 template<typename GridT, typename ParticleListT, typename InterrupterT = util::NullInterrupter>
135 inline void particleTrailsToMask(const ParticleListT&, GridT&,Real delta=1,InterrupterT* =nullptr);
136
137
139
140
141 namespace p2ls_internal {
142 // This is a simple type that combines a distance value and a particle
143 // attribute. It's required for attribute transfer which is performed
144 // in the ParticlesToLevelSet::Raster member class defined below.
146 template<typename VisibleT, typename BlindT> class BlindData;
147 }
148
149
150 template<typename SdfGridT,
151 typename AttributeT = void,
152 typename InterrupterT = util::NullInterrupter>
153 class ParticlesToLevelSet
154 {
155 public:
156 using DisableT = typename std::is_void<AttributeT>::type;
157 using InterrupterType = InterrupterT;
158
159 using SdfGridType = SdfGridT;
160 using SdfType = typename SdfGridT::ValueType;
161
162 using AttType = typename std::conditional<DisableT::value, size_t, AttributeT>::type;
163 using AttGridType = typename SdfGridT::template ValueConverter<AttType>::Type;
164
165 static const bool OutputIsMask = std::is_same<SdfType, bool>::value;
166
185 explicit ParticlesToLevelSet(SdfGridT& grid, InterrupterT* interrupt = nullptr);
186
187 ~ParticlesToLevelSet() { delete mBlindGrid; }
188
197 void finalize(bool prune = false);
198
202 typename AttGridType::Ptr attributeGrid() { return mAttGrid; }
203
205 Real getVoxelSize() const { return mDx; }
206
208 Real getHalfWidth() const { return mHalfWidth; }
209
211 Real getRmin() const { return mRmin; }
213 void setRmin(Real Rmin) { mRmin = math::Max(Real(0),Rmin); }
214
216 Real getRmax() const { return mRmax; }
218 void setRmax(Real Rmax) { mRmax = math::Max(mRmin,Rmax); }
219
221 bool ignoredParticles() const { return mMinCount>0 || mMaxCount>0; }
224 size_t getMinCount() const { return mMinCount; }
227 size_t getMaxCount() const { return mMaxCount; }
228
230 int getGrainSize() const { return mGrainSize; }
233 void setGrainSize(int grainSize) { mGrainSize = grainSize; }
234
237 template<typename ParticleListT>
238 void rasterizeSpheres(const ParticleListT& pa);
239
246 template<typename ParticleListT>
247 void rasterizeSpheres(const ParticleListT& pa, Real radius);
248
264 template<typename ParticleListT>
265 void rasterizeTrails(const ParticleListT& pa, Real delta=1.0);
266
267 private:
268 using BlindType = p2ls_internal::BlindData<SdfType, AttType>;
269 using BlindGridType = typename SdfGridT::template ValueConverter<BlindType>::Type;
270
272 template<typename ParticleListT, typename GridT> struct Raster;
273
274 SdfGridType* mSdfGrid;
275 typename AttGridType::Ptr mAttGrid;
276 BlindGridType* mBlindGrid;
277 InterrupterT* mInterrupter;
278 Real mDx, mHalfWidth;
279 Real mRmin, mRmax; // ignore particles outside this range of radii in voxel
280 size_t mMinCount, mMaxCount; // counters for ignored particles
281 int mGrainSize;
282 }; // class ParticlesToLevelSet
283
284
285 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
286 inline ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::
287 ParticlesToLevelSet(SdfGridT& grid, InterrupterT* interrupter) :
288 mSdfGrid(&grid),
289 mBlindGrid(nullptr),
290 mInterrupter(interrupter),
291 mDx(grid.voxelSize()[0]),
292 mHalfWidth(grid.background()/mDx),
293 mRmin(1.5),// corresponds to the Nyquist grid sampling frequency
294 mRmax(100.0),// corresponds to a huge particle (probably too large!)
295 mMinCount(0),
296 mMaxCount(0),
297 mGrainSize(1)
298 {
299 if (!mSdfGrid->hasUniformVoxels()) {
300 OPENVDB_THROW(RuntimeError, "ParticlesToLevelSet only supports uniform voxels!");
301 }
302 if (!DisableT::value) {
303 mBlindGrid = new BlindGridType(BlindType(grid.background()));
304 mBlindGrid->setTransform(mSdfGrid->transform().copy());
305 }
306 }
307
308 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
309 template<typename ParticleListT>
310 inline void ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::
311 rasterizeSpheres(const ParticleListT& pa)
312 {
313 if (DisableT::value) {
314 Raster<ParticleListT, SdfGridT> r(*this, mSdfGrid, pa);
315 r.rasterizeSpheres();
316 } else {
317 Raster<ParticleListT, BlindGridType> r(*this, mBlindGrid, pa);
318 r.rasterizeSpheres();
319 }
320 }
321
322 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
323 template<typename ParticleListT>
324 inline void ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::
325 rasterizeSpheres(const ParticleListT& pa, Real radius)
326 {
327 if (DisableT::value) {
328 Raster<ParticleListT, SdfGridT> r(*this, mSdfGrid, pa);
329 r.rasterizeSpheres(radius/mDx);
330 } else {
331 Raster<ParticleListT, BlindGridType> r(*this, mBlindGrid, pa);
332 r.rasterizeSpheres(radius/mDx);
333 }
334 }
335
336 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
337 template<typename ParticleListT>
338 inline void ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::
339 rasterizeTrails(const ParticleListT& pa, Real delta)
340 {
341 if (DisableT::value) {
342 Raster<ParticleListT, SdfGridT> r(*this, mSdfGrid, pa);
343 r.rasterizeTrails(delta);
344 } else {
345 Raster<ParticleListT, BlindGridType> r(*this, mBlindGrid, pa);
346 r.rasterizeTrails(delta);
347 }
348 }
349
350
351 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
352 inline void
353 ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::finalize(bool prune)
354 {
355 OPENVDB_NO_UNREACHABLE_CODE_WARNING_BEGIN
356
357 if (!mBlindGrid) {
358 if (prune) {
359 if (OutputIsMask) {
360 tools::prune(mSdfGrid->tree());
361 } else {
362 tools::pruneLevelSet(mSdfGrid->tree());
363 }
364 }
365 return;
366 }
367
368 if (prune) tools::prune(mBlindGrid->tree());
369
370 using AttTreeT = typename AttGridType::TreeType;
371 using AttLeafT = typename AttTreeT::LeafNodeType;
372 using BlindTreeT = typename BlindGridType::TreeType;
373 using BlindLeafIterT = typename BlindTreeT::LeafCIter;
374 using BlindLeafT = typename BlindTreeT::LeafNodeType;
375 using SdfTreeT = typename SdfGridType::TreeType;
376 using SdfLeafT = typename SdfTreeT::LeafNodeType;
377
378 // Use topology copy constructors since output grids have the same topology as mBlindDataGrid
379 const BlindTreeT& blindTree = mBlindGrid->tree();
380
381 // Create the output attribute grid.
382 typename AttTreeT::Ptr attTree(new AttTreeT(
383 blindTree, blindTree.background().blind(), openvdb::TopologyCopy()));
384 // Note this overwrites any existing attribute grids!
385 mAttGrid = typename AttGridType::Ptr(new AttGridType(attTree));
386 mAttGrid->setTransform(mBlindGrid->transform().copy());
387
388 typename SdfTreeT::Ptr sdfTree; // the output mask or level set tree
389
390 // Extract the attribute grid and the mask or level set grid from mBlindDataGrid.
391 if (OutputIsMask) {
392 sdfTree.reset(new SdfTreeT(blindTree,
393 /*off=*/SdfType(0), /*on=*/SdfType(1), TopologyCopy()));
394
395 // Copy leaf voxels in parallel.
396 tree::LeafManager<AttTreeT> leafNodes(*attTree);
397 leafNodes.foreach([&](AttLeafT& attLeaf, size_t /*leafIndex*/) {
398 if (const auto* blindLeaf = blindTree.probeConstLeaf(attLeaf.origin())) {
399 for (auto iter = attLeaf.beginValueOn(); iter; ++iter) {
400 const auto pos = iter.pos();
401 attLeaf.setValueOnly(pos, blindLeaf->getValue(pos).blind());
402 }
403 }
404 });
405 // Copy tiles serially.
406 const auto blindAcc = mBlindGrid->getConstAccessor();
407 auto iter = attTree->beginValueOn();
408 iter.setMaxDepth(AttTreeT::ValueOnIter::LEAF_DEPTH - 1);
409 for ( ; iter; ++iter) {
410 iter.modifyValue([&](AttType& v) { v = blindAcc.getValue(iter.getCoord()).blind(); });
411 }
412 } else {
413 // Here we exploit the fact that by design level sets have no active tiles.
414 // Only leaf voxels can be active.
415 sdfTree.reset(new SdfTreeT(blindTree, blindTree.background().visible(), TopologyCopy()));
416 for (BlindLeafIterT n = blindTree.cbeginLeaf(); n; ++n) {
417 const BlindLeafT& leaf = *n;
418 const openvdb::Coord xyz = leaf.origin();
419 // Get leafnodes that were allocated during topology construction!
420 SdfLeafT* sdfLeaf = sdfTree->probeLeaf(xyz);
421 AttLeafT* attLeaf = attTree->probeLeaf(xyz);
422 // Use linear offset (vs coordinate) access for better performance!
423 typename BlindLeafT::ValueOnCIter m=leaf.cbeginValueOn();
424 if (!m) {//no active values in leaf node so copy everything
425 for (openvdb::Index k = 0; k!=BlindLeafT::SIZE; ++k) {
426 const BlindType& v = leaf.getValue(k);
427 sdfLeaf->setValueOnly(k, v.visible());
428 attLeaf->setValueOnly(k, v.blind());
429 }
430 } else {//only copy active values (using flood fill for the inactive values)
431 for(; m; ++m) {
432 const openvdb::Index k = m.pos();
433 const BlindType& v = *m;
434 sdfLeaf->setValueOnly(k, v.visible());
435 attLeaf->setValueOnly(k, v.blind());
436 }
437 }
438 }
439 tools::signedFloodFill(*sdfTree);//required since we only transferred active voxels!
440 }
441
442 if (mSdfGrid->empty()) {
443 mSdfGrid->setTree(sdfTree);
444 } else {
445 if (OutputIsMask) {
446 mSdfGrid->tree().topologyUnion(*sdfTree);
447 tools::prune(mSdfGrid->tree());
448 } else {
449 tools::csgUnion(mSdfGrid->tree(), *sdfTree, /*prune=*/true);
450 }
451 }
452
453 OPENVDB_NO_UNREACHABLE_CODE_WARNING_END
454 }
455
456
458
459
460 template<typename SdfGridT, typename AttributeT, typename InterrupterT>
461 template<typename ParticleListT, typename GridT>
462 struct ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>::Raster
463 {
464 using DisableT = typename std::is_void<AttributeT>::type;
465 using ParticlesToLevelSetT = ParticlesToLevelSet<SdfGridT, AttributeT, InterrupterT>;
466 using SdfT = typename ParticlesToLevelSetT::SdfType; // type of signed distance values
467 using AttT = typename ParticlesToLevelSetT::AttType; // type of particle attribute
468 using ValueT = typename GridT::ValueType;
469 using AccessorT = typename GridT::Accessor;
470 using TreeT = typename GridT::TreeType;
471 using LeafNodeT = typename TreeT::LeafNodeType;
472 using PointPartitionerT = PointPartitioner<Index32, LeafNodeT::LOG2DIM>;
473
474 static const bool
475 OutputIsMask = std::is_same<SdfT, bool>::value,
476 DoAttrXfer = !DisableT::value;
477
479 Raster(ParticlesToLevelSetT& parent, GridT* grid, const ParticleListT& particles)
480 : mParent(parent)
481 , mParticles(particles)
482 , mGrid(grid)
483 , mMap(*(mGrid->transform().baseMap()))
484 , mMinCount(0)
485 , mMaxCount(0)
486 , mIsCopy(false)
487 {
488 mPointPartitioner = new PointPartitionerT;
489 mPointPartitioner->construct(particles, mGrid->transform());
490 }
491
493 Raster(Raster& other, tbb::split)
494 : mParent(other.mParent)
495 , mParticles(other.mParticles)
496 , mGrid(new GridT(*other.mGrid, openvdb::ShallowCopy()))
497 , mMap(other.mMap)
498 , mMinCount(0)
499 , mMaxCount(0)
500 , mTask(other.mTask)
501 , mIsCopy(true)
502 , mPointPartitioner(other.mPointPartitioner)
503 {
504 mGrid->newTree();
505 }
506
507 virtual ~Raster()
508 {
509 // Copy-constructed Rasters own temporary grids that have to be deleted,
510 // while the original has ownership of the bucket array.
511 if (mIsCopy) {
512 delete mGrid;
513 } else {
514 delete mPointPartitioner;
515 }
516 }
517
518 void rasterizeSpheres()
519 {
520 mMinCount = mMaxCount = 0;
521 if (mParent.mInterrupter) {
522 mParent.mInterrupter->start("Rasterizing particles to level set using spheres");
523 }
524 mTask = std::bind(&Raster::rasterSpheres, std::placeholders::_1, std::placeholders::_2);
525 this->cook();
526 if (mParent.mInterrupter) mParent.mInterrupter->end();
527 }
528
529 void rasterizeSpheres(Real radius)
530 {
531 mMinCount = radius < mParent.mRmin ? mParticles.size() : 0;
532 mMaxCount = radius > mParent.mRmax ? mParticles.size() : 0;
533 if (mMinCount>0 || mMaxCount>0) {//skipping all particles!
534 mParent.mMinCount = mMinCount;
535 mParent.mMaxCount = mMaxCount;
536 } else {
537 if (mParent.mInterrupter) {
538 mParent.mInterrupter->start(
539 "Rasterizing particles to level set using const spheres");
540 }
541 mTask = std::bind(&Raster::rasterFixedSpheres,
542 std::placeholders::_1, std::placeholders::_2, radius);
543 this->cook();
544 if (mParent.mInterrupter) mParent.mInterrupter->end();
545 }
546 }
547
548 void rasterizeTrails(Real delta=1.0)
549 {
550 mMinCount = mMaxCount = 0;
551 if (mParent.mInterrupter) {
552 mParent.mInterrupter->start("Rasterizing particles to level set using trails");
553 }
554 mTask = std::bind(&Raster::rasterTrails,
555 std::placeholders::_1, std::placeholders::_2, delta);
556 this->cook();
557 if (mParent.mInterrupter) mParent.mInterrupter->end();
558 }
559
561 void operator()(const tbb::blocked_range<size_t>& r)
562 {
563 assert(mTask);
564 mTask(this, r);
565 mParent.mMinCount = mMinCount;
566 mParent.mMaxCount = mMaxCount;
567 }
568
570 void join(Raster& other)
571 {
572 OPENVDB_NO_UNREACHABLE_CODE_WARNING_BEGIN
573 if (OutputIsMask) {
574 if (DoAttrXfer) {
575 tools::compMax(*mGrid, *other.mGrid);
576 } else {
577 mGrid->topologyUnion(*other.mGrid);
578 }
579 } else {
580 tools::csgUnion(*mGrid, *other.mGrid, /*prune=*/true);
581 }
582 OPENVDB_NO_UNREACHABLE_CODE_WARNING_END
583 mMinCount += other.mMinCount;
584 mMaxCount += other.mMaxCount;
585 }
586
587 private:
589 Raster& operator=(const Raster&) { return *this; }
590
592 bool ignoreParticle(Real R)
593 {
594 if (R < mParent.mRmin) {// below the cutoff radius
595 ++mMinCount;
596 return true;
597 }
598 if (R > mParent.mRmax) {// above the cutoff radius
599 ++mMaxCount;
600 return true;
601 }
602 return false;
603 }
604
607 void rasterSpheres(const tbb::blocked_range<size_t>& r)
608 {
609 AccessorT acc = mGrid->getAccessor(); // local accessor
610 bool run = true;
611 const Real invDx = 1 / mParent.mDx;
612 AttT att;
613 Vec3R pos;
614 Real rad;
615
616 // Loop over buckets
617 for (size_t n = r.begin(), N = r.end(); n < N; ++n) {
618 // Loop over particles in bucket n.
619 typename PointPartitionerT::IndexIterator iter = mPointPartitioner->indices(n);
620 for ( ; run && iter; ++iter) {
621 const Index32& id = *iter;
622 mParticles.getPosRad(id, pos, rad);
623 const Real R = invDx * rad;// in voxel units
624 if (this->ignoreParticle(R)) continue;
625 const Vec3R P = mMap.applyInverseMap(pos);
626 this->getAtt<DisableT>(id, att);
627 run = this->makeSphere(P, R, att, acc);
628 }//end loop over particles
629 }//end loop over buckets
630 }
631
635 void rasterFixedSpheres(const tbb::blocked_range<size_t>& r, Real R)
636 {
637 AccessorT acc = mGrid->getAccessor(); // local accessor
638 AttT att;
639 Vec3R pos;
640
641 // Loop over buckets
642 for (size_t n = r.begin(), N = r.end(); n < N; ++n) {
643 // Loop over particles in bucket n.
644 for (auto iter = mPointPartitioner->indices(n); iter; ++iter) {
645 const Index32& id = *iter;
646 this->getAtt<DisableT>(id, att);
647 mParticles.getPos(id, pos);
648 const Vec3R P = mMap.applyInverseMap(pos);
649 this->makeSphere(P, R, att, acc);
650 }
651 }
652 }
653
657 void rasterTrails(const tbb::blocked_range<size_t>& r, Real delta)
658 {
659 AccessorT acc = mGrid->getAccessor(); // local accessor
660 bool run = true;
661 AttT att;
662 Vec3R pos, vel;
663 Real rad;
664 const Vec3R origin = mMap.applyInverseMap(Vec3R(0,0,0));
665 const Real Rmin = mParent.mRmin, invDx = 1 / mParent.mDx;
666
667 // Loop over buckets
668 for (size_t n = r.begin(), N = r.end(); n < N; ++n) {
669 // Loop over particles in bucket n.
670 typename PointPartitionerT::IndexIterator iter = mPointPartitioner->indices(n);
671 for ( ; run && iter; ++iter) {
672 const Index32& id = *iter;
673 mParticles.getPosRadVel(id, pos, rad, vel);
674 const Real R0 = invDx * rad;
675 if (this->ignoreParticle(R0)) continue;
676 this->getAtt<DisableT>(id, att);
677 const Vec3R P0 = mMap.applyInverseMap(pos);
678 const Vec3R V = mMap.applyInverseMap(vel) - origin; // exclude translation
679 const Real speed = V.length(), invSpeed = 1.0 / speed;
680 const Vec3R Nrml = -V * invSpeed; // inverse normalized direction
681 Vec3R P = P0; // local position of instance
682 Real R = R0, d = 0; // local radius and length of trail
683 for (size_t m = 0; run && d <= speed ; ++m) {
684 run = this->makeSphere(P, R, att, acc);
685 P += 0.5 * delta * R * Nrml; // adaptive offset along inverse velocity direction
686 d = (P - P0).length(); // current length of trail
687 R = R0 - (R0 - Rmin) * d * invSpeed; // R = R0 -> mRmin(e.g. 1.5)
688 }//end loop over sphere instances
689 }//end loop over particles
690 }//end loop over buckets
691 }
692
693 void cook()
694 {
695 // parallelize over the point buckets
696 const Index32 bucketCount = Index32(mPointPartitioner->size());
697
698 if (mParent.mGrainSize>0) {
699 tbb::parallel_reduce(
700 tbb::blocked_range<size_t>(0, bucketCount, mParent.mGrainSize), *this);
701 } else {
702 (*this)(tbb::blocked_range<size_t>(0, bucketCount));
703 }
704 }
705
713 bool makeSphere(const Vec3R& P, Real R, const AttT& att, AccessorT& acc)
714 {
715 OPENVDB_NO_UNREACHABLE_CODE_WARNING_BEGIN
716 if (OutputIsMask) {
717 return makeSphereMask(P, R, att, acc);
718 } else {
719 return makeNarrowBandSphere(P, R, att, acc);
720 }
721 OPENVDB_NO_UNREACHABLE_CODE_WARNING_END
722 }
723
738 bool makeNarrowBandSphere(const Vec3R& P, Real R, const AttT& att, AccessorT& acc)
739 {
740 const Real
741 dx = mParent.mDx,
742 w = mParent.mHalfWidth,
743 max = R + w, // maximum distance in voxel units
744 max2 = math::Pow2(max), // square of maximum distance in voxel units
745 min2 = math::Pow2(math::Max(Real(0), R - w)); // square of minimum distance
746 // Bounding box of the sphere
747 const Coord
748 lo(math::Floor(P[0]-max),math::Floor(P[1]-max),math::Floor(P[2]-max)),
749 hi(math::Ceil( P[0]+max),math::Ceil( P[1]+max),math::Ceil( P[2]+max));
750 const ValueT inside = -mGrid->background();
751
752 ValueT v;
753 size_t count = 0;
754 for (Coord c = lo; c.x() <= hi.x(); ++c.x()) {
755 //only check interrupter every 32'th scan in x
756 if (!(count++ & ((1<<5)-1)) && util::wasInterrupted(mParent.mInterrupter)) {
757 tbb::task::self().cancel_group_execution();
758 return false;
759 }
760 const Real x2 = math::Pow2(c.x() - P[0]);
761 for (c.y() = lo.y(); c.y() <= hi.y(); ++c.y()) {
762 const Real x2y2 = x2 + math::Pow2(c.y() - P[1]);
763 for (c.z() = lo.z(); c.z() <= hi.z(); ++c.z()) {
764 const Real x2y2z2 = x2y2 + math::Pow2(c.z()-P[2]); // squared dist from c to P
765 #if defined __INTEL_COMPILER
766 _Pragma("warning (push)")
767 _Pragma("warning (disable:186)") // "pointless comparison of unsigned integer with zero"
768 #endif
769 if (x2y2z2 >= max2 || (!acc.probeValue(c, v) && (v < ValueT(0))))
770 continue;//outside narrow band of the particle or inside existing level set
771 #if defined __INTEL_COMPILER
772 _Pragma("warning (pop)")
773 #endif
774 if (x2y2z2 <= min2) {//inside narrow band of the particle.
775 acc.setValueOff(c, inside);
776 continue;
777 }
778 // convert signed distance from voxel units to world units
779 //const ValueT d=dx*(math::Sqrt(x2y2z2) - R);
780 const ValueT d = Merge(static_cast<SdfT>(dx*(math::Sqrt(x2y2z2)-R)), att);
781 if (d < v) acc.setValue(c, d);//CSG union
782 }//end loop over z
783 }//end loop over y
784 }//end loop over x
785 return true;
786 }
787
790 bool makeSphereMask(const Vec3R& p, Real r, const AttT& att, AccessorT& acc)
791 {
792 const Real
793 rSquared = r * r, // sphere radius squared, in voxel units
794 inW = r / math::Sqrt(6.0); // half the width in voxel units of an inscribed cube
795 const Coord
796 // Bounding box of the sphere
797 outLo(math::Floor(p[0] - r), math::Floor(p[1] - r), math::Floor(p[2] - r)),
798 outHi(math::Ceil(p[0] + r), math::Ceil(p[1] + r), math::Ceil(p[2] + r)),
799 // Bounds of the inscribed cube
800 inLo(math::Ceil(p[0] - inW), math::Ceil(p[1] - inW), math::Ceil(p[2] - inW)),
801 inHi(math::Floor(p[0] + inW), math::Floor(p[1] + inW), math::Floor(p[2] + inW));
802 // Bounding boxes of regions comprising out - in
804 const std::vector<CoordBBox> padding{
805 CoordBBox(outLo.x(), outLo.y(), outLo.z(), inLo.x()-1, outHi.y(), outHi.z()),
806 CoordBBox(inHi.x()+1, outLo.y(), outLo.z(), outHi.x(), outHi.y(), outHi.z()),
807 CoordBBox(outLo.x(), outLo.y(), outLo.z(), outHi.x(), inLo.y()-1, outHi.z()),
808 CoordBBox(outLo.x(), inHi.y()+1, outLo.z(), outHi.x(), outHi.y(), outHi.z()),
809 CoordBBox(outLo.x(), outLo.y(), outLo.z(), outHi.x(), outHi.y(), inLo.z()-1),
810 CoordBBox(outLo.x(), outLo.y(), inHi.z()+1, outHi.x(), outHi.y(), outHi.z()),
811 };
812 const ValueT onValue = Merge(SdfT(1), att);
813
814 // Sparsely fill the inscribed cube.
816 acc.tree().sparseFill(CoordBBox(inLo, inHi), onValue);
817
818 // Densely fill the remaining regions.
819 for (const auto& bbox: padding) {
820 if (util::wasInterrupted(mParent.mInterrupter)) {
821 tbb::task::self().cancel_group_execution();
822 return false;
823 }
824 const Coord &bmin = bbox.min(), &bmax = bbox.max();
825 Coord c;
826 Real cx, cy, cz;
827 for (c = bmin, cx = c.x(); c.x() <= bmax.x(); ++c.x(), cx += 1) {
828 const Real x2 = math::Pow2(cx - p[0]);
829 for (c.y() = bmin.y(), cy = c.y(); c.y() <= bmax.y(); ++c.y(), cy += 1) {
830 const Real x2y2 = x2 + math::Pow2(cy - p[1]);
831 for (c.z() = bmin.z(), cz = c.z(); c.z() <= bmax.z(); ++c.z(), cz += 1) {
832 const Real x2y2z2 = x2y2 + math::Pow2(cz - p[2]);
833 if (x2y2z2 < rSquared) {
834 acc.setValue(c, onValue);
835 }
836 }
837 }
838 }
839 }
840 return true;
841 }
842
843 using FuncType = typename std::function<void (Raster*, const tbb::blocked_range<size_t>&)>;
844
845 template<typename DisableType>
846 typename std::enable_if<DisableType::value>::type
847 getAtt(size_t, AttT&) const {}
848
849 template<typename DisableType>
850 typename std::enable_if<!DisableType::value>::type
851 getAtt(size_t n, AttT& a) const { mParticles.getAtt(n, a); }
852
853 template<typename T>
854 typename std::enable_if<std::is_same<T, ValueT>::value, ValueT>::type
855 Merge(T s, const AttT&) const { return s; }
856
857 template<typename T>
858 typename std::enable_if<!std::is_same<T, ValueT>::value, ValueT>::type
859 Merge(T s, const AttT& a) const { return ValueT(s,a); }
860
861 ParticlesToLevelSetT& mParent;
862 const ParticleListT& mParticles;//list of particles
863 GridT* mGrid;
864 const math::MapBase& mMap;
865 size_t mMinCount, mMaxCount;//counters for ignored particles!
866 FuncType mTask;
867 const bool mIsCopy;
868 PointPartitionerT* mPointPartitioner;
869 }; // struct ParticlesToLevelSet::Raster
870
871
873
874
875 namespace p2ls_internal {
876
877 // This is a simple type that combines a distance value and a particle
878 // attribute. It's required for attribute transfer which is defined in the
879 // Raster class above.
881 template<typename VisibleT, typename BlindT>
882 class BlindData
883 {
884 public:
885 using type = VisibleT;
886 using VisibleType = VisibleT;
887 using BlindType = BlindT;
888
889 BlindData() {}
890 explicit BlindData(VisibleT v) : mVisible(v), mBlind(zeroVal<BlindType>()) {}
891 BlindData(VisibleT v, BlindT b) : mVisible(v), mBlind(b) {}
892 BlindData(const BlindData&) = default;
893 BlindData& operator=(const BlindData&) = default;
894 const VisibleT& visible() const { return mVisible; }
895 const BlindT& blind() const { return mBlind; }
896 OPENVDB_NO_FP_EQUALITY_WARNING_BEGIN
897 bool operator==(const BlindData& rhs) const { return mVisible == rhs.mVisible; }
898 OPENVDB_NO_FP_EQUALITY_WARNING_END
899 bool operator< (const BlindData& rhs) const { return mVisible < rhs.mVisible; }
900 bool operator> (const BlindData& rhs) const { return mVisible > rhs.mVisible; }
901 BlindData operator+(const BlindData& rhs) const { return BlindData(mVisible + rhs.mVisible); }
902 BlindData operator-(const BlindData& rhs) const { return BlindData(mVisible - rhs.mVisible); }
903 BlindData operator-() const { return BlindData(-mVisible, mBlind); }
904
905 protected:
906 VisibleT mVisible;
907 BlindT mBlind;
908 };
909
911 // Required by several of the tree nodes
912 template<typename VisibleT, typename BlindT>
913 inline std::ostream& operator<<(std::ostream& ostr, const BlindData<VisibleT, BlindT>& rhs)
914 {
915 ostr << rhs.visible();
916 return ostr;
917 }
918
920 // Required by math::Abs
921 template<typename VisibleT, typename BlindT>
922 inline BlindData<VisibleT, BlindT> Abs(const BlindData<VisibleT, BlindT>& x)
923 {
924 return BlindData<VisibleT, BlindT>(math::Abs(x.visible()), x.blind());
925 }
926
928 // Required to support the (zeroVal<BlindData>() + val) idiom.
929 template<typename VisibleT, typename BlindT, typename T>
930 inline BlindData<VisibleT, BlindT>
931 operator+(const BlindData<VisibleT, BlindT>& x, const T& rhs)
932 {
933 return BlindData<VisibleT, BlindT>(x.visible() + static_cast<VisibleT>(rhs), x.blind());
934 }
935
936 } // namespace p2ls_internal
937
938
940
941
942 // The following are convenience functions for common use cases.
943
944 template<typename GridT, typename ParticleListT, typename InterrupterT>
945 inline void
946 particlesToSdf(const ParticleListT& plist, GridT& grid, InterrupterT* interrupt)
947 {
948 static_assert(std::is_floating_point<typename GridT::ValueType>::value,
949 "particlesToSdf requires an SDF grid with floating-point values");
950
951 if (grid.getGridClass() != GRID_LEVEL_SET) {
952 OPENVDB_LOG_WARN("particlesToSdf requires a level set grid;"
953 " try Grid::setGridClass(openvdb::GRID_LEVEL_SET)");
954 }
955
956 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
957 p2ls.rasterizeSpheres(plist);
958 tools::pruneLevelSet(grid.tree());
959 }
960
961 template<typename GridT, typename ParticleListT, typename InterrupterT>
962 inline void
963 particlesToSdf(const ParticleListT& plist, GridT& grid, Real radius, InterrupterT* interrupt)
964 {
965 static_assert(std::is_floating_point<typename GridT::ValueType>::value,
966 "particlesToSdf requires an SDF grid with floating-point values");
967
968 if (grid.getGridClass() != GRID_LEVEL_SET) {
969 OPENVDB_LOG_WARN("particlesToSdf requires a level set grid;"
970 " try Grid::setGridClass(openvdb::GRID_LEVEL_SET)");
971 }
972
973 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
974 p2ls.rasterizeSpheres(plist, radius);
975 tools::pruneLevelSet(grid.tree());
976 }
977
978 template<typename GridT, typename ParticleListT, typename InterrupterT>
979 inline void
980 particleTrailsToSdf(const ParticleListT& plist, GridT& grid, Real delta, InterrupterT* interrupt)
981 {
982 static_assert(std::is_floating_point<typename GridT::ValueType>::value,
983 "particleTrailsToSdf requires an SDF grid with floating-point values");
984
985 if (grid.getGridClass() != GRID_LEVEL_SET) {
986 OPENVDB_LOG_WARN("particlesToSdf requires a level set grid;"
987 " try Grid::setGridClass(openvdb::GRID_LEVEL_SET)");
988 }
989
990 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
991 p2ls.rasterizeTrails(plist, delta);
992 tools::pruneLevelSet(grid.tree());
993 }
994
995 template<typename GridT, typename ParticleListT, typename InterrupterT>
996 inline void
997 particlesToMask(const ParticleListT& plist, GridT& grid, InterrupterT* interrupt)
998 {
999 static_assert(std::is_same<bool, typename GridT::ValueType>::value,
1000 "particlesToMask requires a boolean-valued grid");
1001 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
1002 p2ls.rasterizeSpheres(plist);
1003 tools::prune(grid.tree());
1004 }
1005
1006 template<typename GridT, typename ParticleListT, typename InterrupterT>
1007 inline void
1008 particlesToMask(const ParticleListT& plist, GridT& grid, Real radius, InterrupterT* interrupt)
1009 {
1010 static_assert(std::is_same<bool, typename GridT::ValueType>::value,
1011 "particlesToMask requires a boolean-valued grid");
1012 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
1013 p2ls.rasterizeSpheres(plist, radius);
1014 tools::prune(grid.tree());
1015 }
1016
1017 template<typename GridT, typename ParticleListT, typename InterrupterT>
1018 inline void
1019 particleTrailsToMask(const ParticleListT& plist, GridT& grid, Real delta, InterrupterT* interrupt)
1020 {
1021 static_assert(std::is_same<bool, typename GridT::ValueType>::value,
1022 "particleTrailsToMask requires a boolean-valued grid");
1023 ParticlesToLevelSet<GridT> p2ls(grid, interrupt);
1024 p2ls.rasterizeTrails(plist, delta);
1025 tools::prune(grid.tree());
1026 }
1027
1028 } // namespace tools
1029 } // namespace OPENVDB_VERSION_NAME
1030 } // namespace openvdb
1031
1032 #endif // OPENVDB_TOOLS_PARTICLES_TO_LEVELSET_HAS_BEEN_INCLUDED
openvdb::v7_0::math::operator<
bool operator<(const Tuple< SIZE, T0 > &t0, const Tuple< SIZE, T1 > &t1)
Definition: Tuple.h:180
openvdb::v7_0::tools::ParticlesToLevelSet::AttType
typename std::conditional< DisableT::value, size_t, AttributeT >::type AttType
Definition: ParticlesToLevelSet.h:162
openvdb::v7_0::tools::ParticlesToLevelSet::DisableT
typename std::is_void< AttributeT >::type DisableT
Definition: ParticlesToLevelSet.h:156
Composite.h
Functions to efficiently perform various compositing operations on grids.
openvdb::v7_0::Vec3R
math::Vec3< Real > Vec3R
Definition: Types.h:49
Types.h
openvdb::v7_0::tree::LeafManager::foreach
void foreach(const LeafOp &op, bool threaded=true, size_t grainSize=1)
Threaded method that applies a user-supplied functor to each leaf node in the LeafManager.
Definition: LeafManager.h:496
openvdb::v7_0::tools::ParticlesToLevelSet::SdfGridType
SdfGridT SdfGridType
Definition: ParticlesToLevelSet.h:159
openvdb::v7_0::math::Coord
Signed (x, y, z) 32-bit integer coordinates.
Definition: Coord.h:25
openvdb::v7_0::tools::particlesToMask
void particlesToMask(const ParticleListT &, GridT &, InterrupterT *=nullptr)
Activate a boolean grid wherever it intersects the spheres described by the given particle positions ...
Definition: ParticlesToLevelSet.h:997
openvdb::v7_0::tools::ParticlesToLevelSet::rasterizeTrails
void rasterizeTrails(const ParticleListT &pa, Real delta=1.0)
Rasterize each particle as a trail comprising the CSG union of spheres of decreasing radius.
Definition: ParticlesToLevelSet.h:339
Transform.h
openvdb::v7_0::operator<<
std::ostream & operator<<(std::ostream &ostr, const Metadata &metadata)
Write a Metadata to an output stream.
Definition: Metadata.h:374
openvdb::v7_0::tools::ParticlesToLevelSet::getRmin
Real getRmin() const
Return the smallest radius allowed in voxel units.
Definition: ParticlesToLevelSet.h:211
openvdb::v7_0::tools::ParticlesToLevelSet::ignoredParticles
bool ignoredParticles() const
Return true if any particles were ignored due to their size.
Definition: ParticlesToLevelSet.h:221
openvdb::v7_0::tools::csgUnion
void csgUnion(GridOrTreeT &a, GridOrTreeT &b, bool prune=true)
Given two level set grids, replace the A grid with the union of A and B.
Definition: Composite.h:1127
openvdb::v7_0::tools::ParticlesToLevelSet::setRmax
void setRmax(Real Rmax)
Set the largest radius allowed in voxel units.
Definition: ParticlesToLevelSet.h:218
openvdb::v7_0::tools::ParticlesToLevelSet::InterrupterType
InterrupterT InterrupterType
Definition: ParticlesToLevelSet.h:157
openvdb::v7_0::math::Max
const Type & Max(const Type &a, const Type &b)
Return the maximum of two values.
Definition: Math.h:542
Grid.h
openvdb::v7_0::Real
double Real
Definition: Types.h:37
openvdb::v7_0::tools::ParticlesToLevelSet::getMaxCount
size_t getMaxCount() const
Return the number of particles that were ignored because they were larger than the maximum radius.
Definition: ParticlesToLevelSet.h:227
openvdb::v7_0::tools::ParticlesToLevelSet::getGrainSize
int getGrainSize() const
Return the grain size used for threading.
Definition: ParticlesToLevelSet.h:230
openvdb::v7_0::tools::ParticlesToLevelSet::setRmin
void setRmin(Real Rmin)
Set the smallest radius allowed in voxel units.
Definition: ParticlesToLevelSet.h:213
PointPartitioner.h
Spatially partitions points using a parallel radix-based sorting algorithm.
openvdb::v7_0::math::Pow2
Type Pow2(Type x)
Return x2.
Definition: Math.h:495
openvdb::v7_0::tools::particleTrailsToSdf
void particleTrailsToSdf(const ParticleListT &, GridT &, Real delta=1, InterrupterT *=nullptr)
Populate a scalar, floating-point grid with CSG-unioned trails of level set spheres with decreasing r...
Definition: ParticlesToLevelSet.h:980
openvdb::v7_0::tools::ParticlesToLevelSet::SdfType
typename SdfGridT::ValueType SdfType
Definition: ParticlesToLevelSet.h:160
openvdb::v7_0::tools::particlesToSdf
void particlesToSdf(const ParticleListT &, GridT &, InterrupterT *=nullptr)
Populate a scalar, floating-point grid with CSG-unioned level set spheres described by the given part...
Definition: ParticlesToLevelSet.h:946
openvdb::v7_0::math::operator+
Vec3< typename promote< T, typename Coord::ValueType >::type > operator+(const Vec3< T > &v0, const Coord &v1)
Allow a Coord to be added to or subtracted from a Vec3.
Definition: Coord.h:525
openvdb::v7_0::util::NullInterrupter
Dummy NOOP interrupter class defining interface.
Definition: NullInterrupter.h:25
openvdb::v7_0::tools::ParticlesToLevelSet::getHalfWidth
Real getHalfWidth() const
Return the half-width of the narrow band in voxel units.
Definition: ParticlesToLevelSet.h:208
openvdb::v7_0::math::Floor
int Floor(float x)
Return the floor of x.
Definition: Math.h:795
openvdb::v7_0::math::Abs
Coord Abs(const Coord &xyz)
Definition: Coord.h:515
openvdb::v7_0::tools::ParticlesToLevelSet::getRmax
Real getRmax() const
Return the largest radius allowed in voxel units.
Definition: ParticlesToLevelSet.h:216
openvdb::v7_0::tools::ParticlesToLevelSet::rasterizeSpheres
void rasterizeSpheres(const ParticleListT &pa)
Rasterize each particle as a sphere with the particle's position and radius.
Definition: ParticlesToLevelSet.h:311
openvdb::v7_0::tools::particlesToMask
void particlesToMask(const ParticleListT &, GridT &, Real radius, InterrupterT *=nullptr)
Activate a boolean grid wherever it intersects the fixed-size spheres described by the given particle...
Definition: ParticlesToLevelSet.h:1008
Math.h
General-purpose arithmetic and comparison routines, most of which accept arbitrary value types (or at...
openvdb::v7_0::tools::ParticlesToLevelSet::AttGridType
typename SdfGridT::template ValueConverter< AttType >::Type AttGridType
Definition: ParticlesToLevelSet.h:163
openvdb::v7_0::tools::pruneLevelSet
void pruneLevelSet(TreeT &tree, bool threaded=true, size_t grainSize=1)
Reduce the memory footprint of a tree by replacing nodes whose values are all inactive with inactive ...
Definition: Prune.h:389
Prune.h
Defined various multi-threaded utility functions for trees.
openvdb::v7_0::math::operator>
bool operator>(const Tuple< SIZE, T0 > &t0, const Tuple< SIZE, T1 > &t1)
Definition: Tuple.h:192
openvdb::v7_0::math::Ceil
int Ceil(float x)
Return the ceiling of x.
Definition: Math.h:803
openvdb::v7_0::tree::LeafManager
This class manages a linear array of pointers to a given tree's leaf nodes, as well as optional auxil...
Definition: LeafManager.h:82
OPENVDB_NO_FP_EQUALITY_WARNING_BEGIN
#define OPENVDB_NO_FP_EQUALITY_WARNING_BEGIN
Definition: Math.h:47
openvdb::v7_0::tools::composite::max
const std::enable_if<!VecTraits< T >::IsVec, T >::type & max(const T &a, const T &b)
Definition: Composite.h:106
openvdb::v7_0::math::operator==
bool operator==(const Vec3< T0 > &v0, const Vec3< T1 > &v1)
Equality operator, does exact floating point comparisons.
Definition: Vec3.h:471
openvdb::v7_0::TopologyCopy
Tag dispatch class that distinguishes topology copy constructors from deep copy constructors.
Definition: Types.h:681
openvdb::v7_0::tools::compMax
void compMax(GridOrTreeT &a, GridOrTreeT &b)
Given grids A and B, compute max(a, b) per voxel (using sparse traversal). Store the result in the A ...
Definition: Composite.h:730
openvdb::v7_0::math::operator-
Vec3< typename promote< T, Coord::ValueType >::type > operator-(const Vec3< T > &v0, const Coord &v1)
Allow a Coord to be subtracted from a Vec3.
Definition: Coord.h:551
NullInterrupter.h
OPENVDB_NO_UNREACHABLE_CODE_WARNING_BEGIN
#define OPENVDB_NO_UNREACHABLE_CODE_WARNING_BEGIN
SIMD Intrinsic Headers.
Definition: Platform.h:114
openvdb::v7_0::RuntimeError
Definition: Exceptions.h:63
OPENVDB_USE_VERSION_NAMESPACE
#define OPENVDB_USE_VERSION_NAMESPACE
Definition: version.h:154
openvdb::v7_0::math::Sqrt
float Sqrt(float x)
Return the square root of a floating-point value.
Definition: Math.h:708
openvdb::v7_0::tools::particlesToSdf
void particlesToSdf(const ParticleListT &, GridT &, Real radius, InterrupterT *=nullptr)
Populate a scalar, floating-point grid with fixed-size, CSG-unioned level set spheres described by th...
Definition: ParticlesToLevelSet.h:963
openvdb::v7_0::tools::ParticlesToLevelSet::getVoxelSize
Real getVoxelSize() const
Return the size of a voxel in world units.
Definition: ParticlesToLevelSet.h:205
openvdb::v7_0::tools::prune
void prune(TreeT &tree, typename TreeT::ValueType tolerance=zeroVal< typename TreeT::ValueType >(), bool threaded=true, size_t grainSize=1)
Reduce the memory footprint of a tree by replacing with tiles any nodes whose values are all the same...
Definition: Prune.h:334
LeafManager.h
A LeafManager manages a linear array of pointers to a given tree's leaf nodes, as well as optional au...
SignedFloodFill.h
Propagate the signs of distance values from the active voxels in the narrow band to the inactive valu...
openvdb::v7_0::Index
Index32 Index
Definition: Types.h:31
logging.h
OPENVDB_VERSION_NAME
#define OPENVDB_VERSION_NAME
The version namespace name for this library version.
Definition: version.h:102
openvdb::v7_0::tools::ParticlesToLevelSet::getMinCount
size_t getMinCount() const
Return the number of particles that were ignored because they were smaller than the minimum radius.
Definition: ParticlesToLevelSet.h:224
openvdb::v7_0::tools::ParticlesToLevelSet::attributeGrid
AttGridType::Ptr attributeGrid()
Return a pointer to the grid containing the optional user-defined attribute.
Definition: ParticlesToLevelSet.h:202
OPENVDB_NO_UNREACHABLE_CODE_WARNING_END
#define OPENVDB_NO_UNREACHABLE_CODE_WARNING_END
Definition: Platform.h:115
openvdb::v7_0::tools::ParticlesToLevelSet
Definition: ParticlesToLevelSet.h:153
openvdb::v7_0::Index32
uint32_t Index32
Definition: Types.h:29
openvdb::v7_0::tools::ParticlesToLevelSet::setGrainSize
void setGrainSize(int grainSize)
Set the grain size used for threading.
Definition: ParticlesToLevelSet.h:233
openvdb::v7_0::util::wasInterrupted
bool wasInterrupted(T *i, int percent=-1)
Definition: NullInterrupter.h:49
openvdb::v7_0::GRID_LEVEL_SET
Definition: Types.h:454
openvdb::v7_0::tools::ParticlesToLevelSet::finalize
void finalize(bool prune=false)
This method syncs up the level set and attribute grids and therefore needs to be called before any of...
Definition: ParticlesToLevelSet.h:353
openvdb::v7_0::zeroVal
T zeroVal()
Return the value of type T that corresponds to zero.
Definition: Math.h:59
openvdb
Definition: Exceptions.h:13
openvdb::v7_0::tools::ParticlesToLevelSet::~ParticlesToLevelSet
~ParticlesToLevelSet()
Definition: ParticlesToLevelSet.h:187
openvdb::v7_0::tools::ParticlesToLevelSet::OutputIsMask
static const bool OutputIsMask
Definition: ParticlesToLevelSet.h:165
OPENVDB_THROW
#define OPENVDB_THROW(exception, message)
Definition: Exceptions.h:82
openvdb::v7_0::ShallowCopy
Tag dispatch class that distinguishes shallow copy constructors from deep copy constructors.
Definition: Types.h:678
openvdb::v7_0::tools::signedFloodFill
void signedFloodFill(TreeOrLeafManagerT &tree, bool threaded=true, size_t grainSize=1, Index minLevel=0)
Set the values of all inactive voxels and tiles of a narrow-band level set from the signs of the acti...
Definition: SignedFloodFill.h:266
openvdb::v7_0::tools::PointPartitioner
Definition: PointPartitioner.h:79
openvdb::v7_0::tools::particleTrailsToMask
void particleTrailsToMask(const ParticleListT &, GridT &, Real delta=1, InterrupterT *=nullptr)
Activate a boolean grid wherever it intersects trails of spheres with decreasing radius,...
Definition: ParticlesToLevelSet.h:1019
OPENVDB_NO_FP_EQUALITY_WARNING_END
#define OPENVDB_NO_FP_EQUALITY_WARNING_END
Definition: Math.h:48
OPENVDB_LOG_WARN
#define OPENVDB_LOG_WARN(message)
Log a warning message of the form 'someVar << "some text" << ...'.
Definition: logging.h:253