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///////////////////////////////////////////////////////////////////////////
//
// Copyright (c) 2012-2018 DreamWorks Animation LLC
//
// All rights reserved. This software is distributed under the
// Mozilla Public License 2.0 ( http://www.mozilla.org/MPL/2.0/ )
//
// Redistributions of source code must retain the above copyright
// and license notice and the following restrictions and disclaimer.
//
// * Neither the name of DreamWorks Animation nor the names of
// its contributors may be used to endorse or promote products derived
// from this software without specific prior written permission.
//
// THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
// "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
// LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
// A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
// OWNER OR CONTRIBUTORS BE LIABLE FOR ANY INDIRECT, INCIDENTAL,
// SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
// LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
// DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
// THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
// (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
// IN NO EVENT SHALL THE COPYRIGHT HOLDERS' AND CONTRIBUTORS' AGGREGATE
// LIABILITY FOR ALL CLAIMS REGARDLESS OF THEIR BASIS EXCEED US$250.00.
//
///////////////////////////////////////////////////////////////////////////
#include <cppunit/extensions/HelperMacros.h>
#include <openvdb/openvdb.h>
#include <openvdb/points/PointAttribute.h>
#include <openvdb/points/PointConversion.h>
#include <openvdb/points/PointSample.h>
#include "util.h"
#include <string>
#include <vector>
using namespace openvdb;
class TestPointSample: public CppUnit::TestCase
{
public:
void setUp() override { initialize(); }
void tearDown() override { uninitialize(); }
CPPUNIT_TEST_SUITE(TestPointSample);
CPPUNIT_TEST(testPointSample);
CPPUNIT_TEST(testPointSampleWithGroups);
CPPUNIT_TEST_SUITE_END();
void testPointSample();
void testPointSampleWithGroups();
}; // class TestPointSample
CPPUNIT_TEST_SUITE_REGISTRATION(TestPointSample);
namespace
{
/// Utility function to quickly create a very simple grid (with specified value type), set a value
/// at its origin and then create and sample to an attribute
///
template <typename ValueType>
typename points::AttributeHandle<ValueType>::Ptr
testAttribute(points::PointDataGrid& points, const std::string& attributeName,
const math::Transform::Ptr xform, const ValueType& val)
{
using TreeT = typename tree::Tree4<ValueType, 5, 4, 3>::Type;
using GridT = Grid<TreeT>;
typename GridT::Ptr grid = GridT::create();
grid->setTransform(xform);
grid->tree().setValue(Coord(0,0,0), val);
points::boxSample(points, *grid, attributeName);
return(points::AttributeHandle<ValueType>::create(
points.tree().cbeginLeaf()->attributeArray(attributeName)));
}
} // anonymous namespace
void
TestPointSample::testPointSample()
{
using points::PointDataGrid;
using points::NullCodec;
const float voxelSize = 0.1f;
math::Transform::Ptr transform(math::Transform::createLinearTransform(voxelSize));
{
// check that all supported grid types can be sampled.
// This check will use very basic grids with a point at a cell-centered positions
// create test point grid with a single point
std::vector<Vec3f> pointPositions{Vec3f(0.0f, 0.0f, 0.0f)};
PointDataGrid::Ptr points = points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(
pointPositions, *transform);
CPPUNIT_ASSERT(points);
// bool
points::AttributeHandle<bool>::Ptr boolHandle =
testAttribute<bool>(*points, "test_bool", transform, true);
CPPUNIT_ASSERT(boolHandle->get(0));
// int16
#if (defined _MSC_VER) || (defined __INTEL_COMPILER) || (defined __clang__)
// GCC warns warns of narrowing conversions from int to int16_t,
// and GCC 4.8, at least, ignores the -Wconversion suppression pragma.
// So for now, skip this test if compiling with GCC.
points::AttributeHandle<int16_t>::Ptr int16Handle =
testAttribute<int16_t>(*points, "test_int16", transform, int16_t(10));
CPPUNIT_ASSERT_EQUAL(int16Handle->get(0), int16_t(10));
#endif
// int32
points::AttributeHandle<Int32>::Ptr int32Handle =
testAttribute<Int32>(*points, "test_Int32", transform, Int32(3));
CPPUNIT_ASSERT_EQUAL(Int32(3), int32Handle->get(0));
// int64
points::AttributeHandle<Int64>::Ptr int64Handle =
testAttribute<Int64>(*points, "test_Int64", transform, Int64(2));
CPPUNIT_ASSERT_EQUAL(Int64(2), int64Handle->get(0));
// double
points::AttributeHandle<double>::Ptr doubleHandle =
testAttribute<double>(*points, "test_double", transform, 4.0);
CPPUNIT_ASSERT_EQUAL(4.0, doubleHandle->get(0));
// Vec3i
points::AttributeHandle<math::Vec3i>::Ptr vec3iHandle =
testAttribute<Vec3i>(*points, "test_vec3i", transform, math::Vec3i(9, 8, 7));
CPPUNIT_ASSERT_EQUAL(vec3iHandle->get(0), math::Vec3i(9, 8, 7));
// Vec3f
points::AttributeHandle<Vec3f>::Ptr vec3fHandle =
testAttribute<Vec3f>(*points, "test_vec3f", transform, Vec3f(111.0f, 222.0f, 333.0f));
CPPUNIT_ASSERT_EQUAL(vec3fHandle->get(0), Vec3f(111.0f, 222.0f, 333.0f));
// Vec3d
points::AttributeHandle<Vec3d>::Ptr vec3dHandle =
testAttribute<Vec3d>(*points, "test_vec3d", transform, Vec3d(1.0, 2.0, 3.0));
CPPUNIT_ASSERT(math::isApproxEqual(Vec3d(1.0, 2.0, 3.0), vec3dHandle->get(0)));
}
{
// empty source grid
std::vector<Vec3f> pointPositions{Vec3f(0.0f, 0.0f, 0.0f)};
PointDataGrid::Ptr points = points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(
pointPositions, *transform);
points::appendAttribute<Vec3f>(points->tree(), "test");
VectorGrid::Ptr testGrid = VectorGrid::create();
points::boxSample(*points, *testGrid, "test");
points::AttributeHandle<Vec3f>::Ptr handle =
points::AttributeHandle<Vec3f>::create(
points->tree().cbeginLeaf()->attributeArray("test"));
CPPUNIT_ASSERT(math::isApproxEqual(Vec3f(0.0f, 0.0f, 0.0f), handle->get(0)));
}
{
// empty point grid
std::vector<Vec3f> pointPositions;
PointDataGrid::Ptr points = points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(
pointPositions, *transform);
CPPUNIT_ASSERT(points);
FloatGrid::Ptr testGrid = FloatGrid::create(1.0);
points::appendAttribute<float>(points->tree(), "test");
CPPUNIT_ASSERT_NO_THROW(points::boxSample(*points, *testGrid, "test"));
}
{
// exception if one tries to sample to "P" attribute
std::vector<Vec3f> pointPositions{Vec3f(0.0f, 0.0f, 0.0f)};
PointDataGrid::Ptr points = points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(
pointPositions, *transform);
CPPUNIT_ASSERT(points);
FloatGrid::Ptr testGrid = FloatGrid::create(1.0);
CPPUNIT_ASSERT_THROW_MESSAGE("Cannot sample onto the \"P\" attribute",
points::boxSample(*points, *testGrid, "P"), RuntimeError);
// name of the grid is used if no attribute is provided
testGrid->setName("test_grid");
CPPUNIT_ASSERT(!points->tree().cbeginLeaf()->hasAttribute("test_grid"));
points::boxSample(*points, *testGrid);
CPPUNIT_ASSERT(points->tree().cbeginLeaf()->hasAttribute("test_grid"));
// name fails if the grid is called "P"
testGrid->setName("P");
CPPUNIT_ASSERT_THROW_MESSAGE("Cannot sample onto the \"P\" attribute",
points::boxSample(*points, *testGrid), RuntimeError);
}
{
// test non-cell centered points with scalar data and matching transform
// use various sampling orders
std::vector<Vec3f> pointPositions{Vec3f(0.03f, 0.0f, 0.0f), Vec3f(0.11f, 0.03f, 0.0f)};
PointDataGrid::Ptr points = points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(
pointPositions, *transform);
CPPUNIT_ASSERT(points);
FloatGrid::Ptr testGrid = FloatGrid::create();
testGrid->setTransform(transform);
testGrid->tree().setValue(Coord(-1,0,0), -1.0f);
testGrid->tree().setValue(Coord(0,0,0), 1.0f);
testGrid->tree().setValue(Coord(1,0,0), 2.0f);
testGrid->tree().setValue(Coord(2,0,0), 4.0f);
testGrid->tree().setValue(Coord(0,1,0), 3.0f);
points::appendAttribute<float>(points->tree(), "test");
points::AttributeHandle<float>::Ptr handle =
points::AttributeHandle<float>::create(
points->tree().cbeginLeaf()->attributeArray("test"));
CPPUNIT_ASSERT(handle.get());
FloatGrid::ConstAccessor testGridAccessor = testGrid->getConstAccessor();
// check nearest-neighbour sampling
points::pointSample(*points, *testGrid, "test");
float expected = tools::PointSampler::sample(testGridAccessor, Vec3f(0.3f, 0.0f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(0), 1e-6);
expected = tools::PointSampler::sample(testGridAccessor, Vec3f(1.1f, 0.3f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(1), 1e-6);
// check tri-linear sampling
points::boxSample(*points, *testGrid, "test");
expected = tools::BoxSampler::sample(testGridAccessor, Vec3f(0.3f, 0.0f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(0), 1e-6);
expected = tools::BoxSampler::sample(testGridAccessor, Vec3f(1.1f, 0.3f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(1), 1e-6);
// check tri-quadratic sampling
points::quadraticSample(*points, *testGrid, "test");
expected = tools::QuadraticSampler::sample(testGridAccessor, Vec3f(0.3f, 0.0f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(0), 1e-6);
expected = tools::QuadraticSampler::sample(testGridAccessor, Vec3f(1.1f, 0.3f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(1), 1e-6);
}
{
// staggered grid and mismatching transforms
std::vector<Vec3f> pointPositions{Vec3f(0.03f, 0.0f, 0.0f), Vec3f(0.0f, 0.03f, 0.0f),
Vec3f(0.0f, 0.0f, 0.03f),};
PointDataGrid::Ptr points =
points::createPointDataGrid<points::NullCodec, PointDataGrid, Vec3f>(pointPositions,
*transform);
CPPUNIT_ASSERT(points);
VectorGrid::Ptr testGrid = VectorGrid::create();
testGrid->setGridClass(GRID_STAGGERED);
testGrid->tree().setValue(Coord(0,0,0), Vec3f(1.0f, 2.0f, 3.0f));
testGrid->tree().setValue(Coord(0,1,0), Vec3f(1.5f, 2.5f, 3.5f));
testGrid->tree().setValue(Coord(0,0,1), Vec3f(2.0f, 3.0f, 4.0));
points::appendAttribute<Vec3f>(points->tree(), "test");
points::AttributeHandle<Vec3f>::Ptr handle =
points::AttributeHandle<Vec3f>::create(
points->tree().cbeginLeaf()->attributeArray("test"));
CPPUNIT_ASSERT(handle.get());
Vec3fGrid::ConstAccessor testGridAccessor = testGrid->getConstAccessor();
// nearest-neighbour staggered sampling
points::pointSample(*points, *testGrid, "test");
Vec3f expected = tools::StaggeredPointSampler::sample(testGridAccessor,
Vec3f(0.03f, 0.0f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(0)));
expected = tools::StaggeredPointSampler::sample(testGridAccessor, Vec3f(0.0f, 0.03f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(1)));
// tri-linear staggered sampling
points::boxSample(*points, *testGrid, "test");
expected = tools::StaggeredBoxSampler::sample(testGridAccessor,
Vec3f(0.03f, 0.0f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(0)));
expected = tools::StaggeredBoxSampler::sample(testGridAccessor, Vec3f(0.0f, 0.03f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(1)));
// tri-quadratic staggered sampling
points::quadraticSample(*points, *testGrid, "test");
expected = tools::StaggeredQuadraticSampler::sample(testGridAccessor,
Vec3f(0.03f, 0.0f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(0)));
expected = tools::StaggeredQuadraticSampler::sample(testGridAccessor,
Vec3f(0.0f, 0.03f, 0.0f));
CPPUNIT_ASSERT(math::isApproxEqual(expected, handle->get(1)));
}
{
// value type of grid and attribute type don't match
std::vector<Vec3f> pointPositions{Vec3f(0.3f, 0.0f, 0.0f)};
math::Transform::Ptr transform2(math::Transform::createLinearTransform(1.0f));
PointDataGrid::Ptr points =
points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(pointPositions,
*transform2);
CPPUNIT_ASSERT(points);
FloatGrid::Ptr testFloatGrid = FloatGrid::create();
testFloatGrid->setTransform(transform2);
testFloatGrid->tree().setValue(Coord(0,0,0), 1.1f);
testFloatGrid->tree().setValue(Coord(1,0,0), 2.8f);
testFloatGrid->tree().setValue(Coord(0,1,0), 3.4f);
points::appendAttribute<int>(points->tree(), "testint");
points::boxSample(*points, *testFloatGrid, "testint");
points::AttributeHandle<int>::Ptr handle = points::AttributeHandle<int>::create(
points->tree().cbeginLeaf()->attributeArray("testint"));
CPPUNIT_ASSERT(handle.get());
FloatGrid::ConstAccessor testFloatGridAccessor = testFloatGrid->getConstAccessor();
// check against box sampler values
const float sampledValue = tools::BoxSampler::sample(testFloatGridAccessor,
Vec3f(0.3f, 0.0f, 0.0f));
const int expected = static_cast<int>(math::Round(sampledValue));
CPPUNIT_ASSERT_EQUAL(expected, handle->get(0));
// check mismatching grid type using vector types
Vec3fGrid::Ptr testVec3fGrid = Vec3fGrid::create();
testVec3fGrid->setTransform(transform2);
testVec3fGrid->tree().setValue(Coord(0,0,0), Vec3f(1.0f, 2.0f, 3.0f));
testVec3fGrid->tree().setValue(Coord(1,0,0), Vec3f(1.5f, 2.5f, 3.5f));
testVec3fGrid->tree().setValue(Coord(0,1,0), Vec3f(2.0f, 3.0f, 4.0f));
points::appendAttribute<Vec3d>(points->tree(), "testvec3d");
points::boxSample(*points, *testVec3fGrid, "testvec3d");
points::AttributeHandle<Vec3d>::Ptr handle2 = points::AttributeHandle<Vec3d>::create(
points->tree().cbeginLeaf()->attributeArray("testvec3d"));
Vec3fGrid::ConstAccessor testVec3fGridAccessor = testVec3fGrid->getConstAccessor();
const Vec3d expected2 = static_cast<Vec3d>(tools::BoxSampler::sample(testVec3fGridAccessor,
Vec3f(0.3f, 0.0f, 0.0f)));
CPPUNIT_ASSERT(math::isExactlyEqual(expected2, handle2->get(0)));
// check implicit casting of types for sampling using sampleGrid()
points::appendAttribute<Vec3d>(points->tree(), "testvec3d2");
points::sampleGrid(/*linear*/1, *points, *testVec3fGrid, "testvec3d2");
points::AttributeHandle<Vec3d>::Ptr handle3 = points::AttributeHandle<Vec3d>::create(
points->tree().cbeginLeaf()->attributeArray("testvec3d2"));
CPPUNIT_ASSERT(math::isExactlyEqual(expected2, handle3->get(0)));
// check explicit casting of types for sampling using sampleGrid()
points::sampleGrid<PointDataGrid, Vec3SGrid, Vec3d>(
/*linear*/1, *points, *testVec3fGrid, "testvec3d3");
points::AttributeHandle<Vec3d>::Ptr handle4 = points::AttributeHandle<Vec3d>::create(
points->tree().cbeginLeaf()->attributeArray("testvec3d3"));
CPPUNIT_ASSERT(math::isExactlyEqual(expected2, handle4->get(0)));
// check invalid casting of types
points::appendAttribute<float>(points->tree(), "testfloat");
// The following is a substitute for CPPUNIT_ASSERT_THROW_MESSAGE(),
// which generates a compiler warning when the expected exception type
// is std::exception.
try {
points::boxSample(*points, *testVec3fGrid, "testfloat");
CPPUNIT_FAIL("expected exception not thrown:"
" cannot sample a vec3s grid on to a float attribute");
} catch (std::exception&) {
} catch (...) {
CPPUNIT_FAIL("expected std::exception or derived");
}
// check invalid existing attribute type (Vec4s attribute)
points::TypedAttributeArray<Vec4s>::registerType();
points::appendAttribute<Vec4s>(points->tree(), "testv4f");
CPPUNIT_ASSERT_THROW(points::boxSample(*points, *testVec3fGrid, "testv4f"), TypeError);
}
{ // sample a non-standard grid type (a Vec4<float> grid)
using Vec4STree = tree::Tree4<Vec4s, 5, 4, 3>::Type;
using Vec4SGrid = Grid<Vec4STree>;
Vec4SGrid::registerGrid();
points::TypedAttributeArray<Vec4s>::registerType();
std::vector<Vec3f> pointPositions{Vec3f(0.3f, 0.0f, 0.0f)};
math::Transform::Ptr transform2(math::Transform::createLinearTransform(1.0f));
PointDataGrid::Ptr points =
points::createPointDataGrid<NullCodec, PointDataGrid, Vec3f>(pointPositions,
*transform2);
auto testVec4fGrid = Vec4SGrid::create();
testVec4fGrid->setTransform(transform2);
testVec4fGrid->tree().setValue(Coord(0,0,0), Vec4s(1.0f, 2.0f, 3.0f, 4.0f));
testVec4fGrid->tree().setValue(Coord(1,0,0), Vec4s(1.5f, 2.5f, 3.5f, 4.5f));
testVec4fGrid->tree().setValue(Coord(0,1,0), Vec4s(2.0f, 3.0f, 4.0f, 5.0f));
points::boxSample(*points, *testVec4fGrid, "testvec4f");
points::AttributeHandle<Vec4s>::Ptr handle2 = points::AttributeHandle<Vec4s>::create(
points->tree().cbeginLeaf()->attributeArray("testvec4f"));
Vec4SGrid::ConstAccessor testVec4fGridAccessor = testVec4fGrid->getConstAccessor();
const Vec4s expected2 = static_cast<Vec4s>(tools::BoxSampler::sample(testVec4fGridAccessor,
Vec3f(0.3f, 0.0f, 0.0f)));
CPPUNIT_ASSERT(math::isExactlyEqual(expected2, handle2->get(0)));
}
}
void
TestPointSample::testPointSampleWithGroups()
{
using points::PointDataGrid;
std::vector<Vec3f> pointPositions{Vec3f(0.03f, 0.0f, 0.0f), Vec3f(0.0f, 0.03f, 0.0f),
Vec3f(0.0f, 0.0f, 0.0f)};
math::Transform::Ptr transform(math::Transform::createLinearTransform(0.1f));
PointDataGrid::Ptr points = points::createPointDataGrid<points::NullCodec,
PointDataGrid, Vec3f>(pointPositions, *transform);
CPPUNIT_ASSERT(points);
DoubleGrid::Ptr testGrid = DoubleGrid::create();
testGrid->setTransform(transform);
testGrid->tree().setValue(Coord(0,0,0), 1.0);
testGrid->tree().setValue(Coord(1,0,0), 2.0);
testGrid->tree().setValue(Coord(0,1,0), 3.0);
points::appendGroup(points->tree(), "group1");
auto leaf = points->tree().beginLeaf();
points::GroupWriteHandle group1Handle = leaf->groupWriteHandle("group1");
group1Handle.set(0, true);
group1Handle.set(1, false);
group1Handle.set(2, true);
points::appendAttribute<double>(points->tree(), "test_include");
std::vector<std::string> includeGroups({"group1"});
std::vector<std::string> excludeGroups;
points::MultiGroupFilter filter1(includeGroups, excludeGroups, leaf->attributeSet());
points::boxSample(*points, *testGrid, "test_include", filter1);
points::AttributeHandle<double>::Ptr handle =
points::AttributeHandle<double>::create(
points->tree().cbeginLeaf()->attributeArray("test_include"));
DoubleGrid::ConstAccessor testGridAccessor = testGrid->getConstAccessor();
double expected = tools::BoxSampler::sample(testGridAccessor, Vec3f(0.3f, 0.0f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(0), 1e-6);
CPPUNIT_ASSERT_DOUBLES_EQUAL(0.0, handle->get(1), 1e-6);
expected = tools::BoxSampler::sample(testGridAccessor, Vec3f(0.0f, 0.0f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle->get(2), 1e-6);
points::appendAttribute<double>(points->tree(), "test_exclude");
// test with group treated as "exclusion" group
points::MultiGroupFilter filter2(excludeGroups, includeGroups, leaf->attributeSet());
points::boxSample(*points, *testGrid, "test_exclude", filter2);
points::AttributeHandle<double>::Ptr handle2 =
points::AttributeHandle<double>::create(
points->tree().cbeginLeaf()->attributeArray("test_exclude"));
CPPUNIT_ASSERT_DOUBLES_EQUAL(0.0, handle2->get(0), 1e-6);
CPPUNIT_ASSERT_DOUBLES_EQUAL(0.0, handle2->get(2), 1e-6);
expected = tools::BoxSampler::sample(testGridAccessor, Vec3f(0.0f, 0.3f, 0.0f));
CPPUNIT_ASSERT_DOUBLES_EQUAL(expected, handle2->get(1), 1e-6);
}
// Copyright (c) 2012-2018 DreamWorks Animation LLC
// All rights reserved. This software is distributed under the
// Mozilla Public License 2.0 ( http://www.mozilla.org/MPL/2.0/ )
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