// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2023 Google Inc. All rights reserved. // http://ceres-solver.org/ // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are met: // // * Redistributions of source code must retain the above copyright notice, // this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above copyright notice, // this list of conditions and the following disclaimer in the documentation // and/or other materials provided with the distribution. // * Neither the name of Google Inc. 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 DIRECT, 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. // // Author: keir@google.com (Keir Mierle) #include "ceres/parameter_block.h" #include "ceres/internal/eigen.h" #include "gtest/gtest.h" namespace ceres { namespace internal { TEST(ParameterBlock, SetManifoldDiesOnSizeMismatch) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset_wrong_size(4, indices); EXPECT_DEATH_IF_SUPPORTED(parameter_block.SetManifold(&subset_wrong_size), "ambient"); } TEST(ParameterBlock, SetManifoldWithSameExistingManifold) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); parameter_block.SetManifold(&subset); } TEST(ParameterBlock, SetManifoldAllowsResettingToNull) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); EXPECT_EQ(parameter_block.manifold(), &subset); parameter_block.SetManifold(nullptr); EXPECT_EQ(parameter_block.manifold(), nullptr); EXPECT_EQ(parameter_block.PlusJacobian(), nullptr); } TEST(ParameterBlock, SetManifoldAllowsResettingToDifferentManifold) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); EXPECT_EQ(parameter_block.manifold(), &subset); SubsetManifold subset_different(3, indices); parameter_block.SetManifold(&subset_different); EXPECT_EQ(parameter_block.manifold(), &subset_different); } TEST(ParameterBlock, SetManifoldAndNormalOperation) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); // Ensure the manifold plus jacobian result is correctly computed. ConstMatrixRef manifold_jacobian(parameter_block.PlusJacobian(), 3, 2); ASSERT_EQ(1.0, manifold_jacobian(0, 0)); ASSERT_EQ(0.0, manifold_jacobian(0, 1)); ASSERT_EQ(0.0, manifold_jacobian(1, 0)); ASSERT_EQ(0.0, manifold_jacobian(1, 1)); ASSERT_EQ(0.0, manifold_jacobian(2, 0)); ASSERT_EQ(1.0, manifold_jacobian(2, 1)); // Check that updating works as expected. double x_plus_delta[3]; double delta[2] = {0.5, 0.3}; parameter_block.Plus(x, delta, x_plus_delta); ASSERT_EQ(1.5, x_plus_delta[0]); ASSERT_EQ(2.0, x_plus_delta[1]); ASSERT_EQ(3.3, x_plus_delta[2]); } struct TestManifold : public Manifold { public: bool Plus(const double* x, const double* delta, double* x_plus_delta) const final { LOG(FATAL) << "Shouldn't get called."; return true; } bool PlusJacobian(const double* x, double* jacobian) const final { jacobian[0] = *x * 2; return true; } bool Minus(const double* y, const double* x, double* y_minus_x) const final { LOG(FATAL) << "Shouldn't get called"; return true; } bool MinusJacobian(const double* x, double* jacobian) const final { jacobian[0] = *x * 2; return true; } int AmbientSize() const final { return 1; } int TangentSize() const final { return 1; } }; TEST(ParameterBlock, SetStateUpdatesPlusJacobian) { TestManifold test_manifold; double x[1] = {1.0}; ParameterBlock parameter_block(x, 1, -1, &test_manifold); EXPECT_EQ(2.0, *parameter_block.PlusJacobian()); x[0] = 5.5; parameter_block.SetState(x); EXPECT_EQ(11.0, *parameter_block.PlusJacobian()); } TEST(ParameterBlock, PlusWithNoManifold) { double x[2] = {1.0, 2.0}; ParameterBlock parameter_block(x, 2, -1); double delta[2] = {0.2, 0.3}; double x_plus_delta[2]; parameter_block.Plus(x, delta, x_plus_delta); EXPECT_EQ(1.2, x_plus_delta[0]); EXPECT_EQ(2.3, x_plus_delta[1]); } // Stops computing the plus_jacobian after the first time. class BadManifold : public Manifold { public: BadManifold() = default; bool Plus(const double* x, const double* delta, double* x_plus_delta) const final { *x_plus_delta = *x + *delta; return true; } bool PlusJacobian(const double* x, double* jacobian) const final { if (calls_ == 0) { jacobian[0] = 0; } ++calls_; return true; } bool Minus(const double* y, const double* x, double* y_minus_x) const final { LOG(FATAL) << "Shouldn't get called"; return true; } bool MinusJacobian(const double* x, double* jacobian) const final { jacobian[0] = *x * 2; return true; } int AmbientSize() const final { return 1; } int TangentSize() const final { return 1; } private: mutable int calls_{0}; }; TEST(ParameterBlock, DetectBadManifold) { double x = 1; BadManifold bad_manifold; ParameterBlock parameter_block(&x, 1, -1, &bad_manifold); double y = 2; EXPECT_FALSE(parameter_block.SetState(&y)); } TEST(ParameterBlock, DefaultBounds) { double x[2]; ParameterBlock parameter_block(x, 2, -1, nullptr); EXPECT_EQ(parameter_block.UpperBoundForParameter(0), std::numeric_limits::max()); EXPECT_EQ(parameter_block.UpperBoundForParameter(1), std::numeric_limits::max()); EXPECT_EQ(parameter_block.LowerBoundForParameter(0), -std::numeric_limits::max()); EXPECT_EQ(parameter_block.LowerBoundForParameter(1), -std::numeric_limits::max()); } TEST(ParameterBlock, SetBounds) { double x[2]; ParameterBlock parameter_block(x, 2, -1, nullptr); parameter_block.SetLowerBound(0, 1); parameter_block.SetUpperBound(1, 1); EXPECT_EQ(parameter_block.LowerBoundForParameter(0), 1.0); EXPECT_EQ(parameter_block.LowerBoundForParameter(1), -std::numeric_limits::max()); EXPECT_EQ(parameter_block.UpperBoundForParameter(0), std::numeric_limits::max()); EXPECT_EQ(parameter_block.UpperBoundForParameter(1), 1.0); } TEST(ParameterBlock, PlusWithBoundsConstraints) { double x[] = {1.0, 0.0}; double delta[] = {2.0, -10.0}; ParameterBlock parameter_block(x, 2, -1, nullptr); parameter_block.SetUpperBound(0, 2.0); parameter_block.SetLowerBound(1, -1.0); double x_plus_delta[2]; parameter_block.Plus(x, delta, x_plus_delta); EXPECT_EQ(x_plus_delta[0], 2.0); EXPECT_EQ(x_plus_delta[1], -1.0); } TEST(ParameterBlock, ResetManifoldToNull) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); EXPECT_EQ(parameter_block.manifold(), &subset); parameter_block.SetManifold(nullptr); EXPECT_EQ(parameter_block.manifold(), nullptr); } TEST(ParameterBlock, ResetManifoldToNotNull) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); std::vector indices; indices.push_back(1); SubsetManifold subset(3, indices); parameter_block.SetManifold(&subset); EXPECT_EQ(parameter_block.manifold(), &subset); SubsetManifold subset_different(3, indices); parameter_block.SetManifold(&subset_different); EXPECT_EQ(parameter_block.manifold(), &subset_different); } TEST(ParameterBlock, SetNullManifold) { double x[3] = {1.0, 2.0, 3.0}; ParameterBlock parameter_block(x, 3, -1); EXPECT_EQ(parameter_block.manifold(), nullptr); parameter_block.SetManifold(nullptr); EXPECT_EQ(parameter_block.manifold(), nullptr); } } // namespace internal } // namespace ceres