// Ceres Solver - A fast non-linear least squares minimizer // Copyright 2015 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) #ifndef CERES_INTERNAL_TEST_UTIL_H_ #define CERES_INTERNAL_TEST_UTIL_H_ #include #include "ceres/internal/disable_warnings.h" #include "ceres/internal/export.h" #include "ceres/problem.h" #include "ceres/solver.h" #include "ceres/stringprintf.h" #include "gtest/gtest.h" namespace ceres { namespace internal { // Expects that x and y have a relative difference of no more than // max_abs_relative_difference. If either x or y is zero, then the relative // difference is interpreted as an absolute difference. // If x and y have the same non-finite value (inf or nan) we treat them as being // close. In such a case no error is thrown and true is returned. CERES_NO_EXPORT bool ExpectClose(double x, double y, double max_abs_relative_difference); // Expects that for all i = 1,.., n - 1 // // |p[i] - q[i]| / max(|p[i]|, |q[i]|) < tolerance CERES_NO_EXPORT void ExpectArraysClose(int n, const double* p, const double* q, double tolerance); // Expects that for all i = 1,.., n - 1 // // |p[i] / max_norm_p - q[i] / max_norm_q| < tolerance // // where max_norm_p and max_norm_q are the max norms of the arrays p // and q respectively. CERES_NO_EXPORT void ExpectArraysCloseUptoScale(int n, const double* p, const double* q, double tolerance); // Construct a fully qualified path for the test file depending on the // local build/testing environment. CERES_NO_EXPORT std::string TestFileAbsolutePath(const std::string& filename); CERES_NO_EXPORT std::string ToString(const Solver::Options& options); // A templated test fixture, that is used for testing Ceres end to end // by computing a solution to the problem for a given solver // configuration and comparing it to a reference solver configuration. // // It is assumed that the SystemTestProblem has an Solver::Options // struct that contains the reference Solver configuration. template class CERES_NO_EXPORT SystemTest : public ::testing::Test { protected: void SetUp() final { SystemTestProblem system_test_problem; SolveAndEvaluateFinalResiduals( *system_test_problem.mutable_solver_options(), system_test_problem.mutable_problem(), &expected_final_residuals_); } void RunSolverForConfigAndExpectResidualsMatch(const Solver::Options& options, Problem* problem) { std::vector final_residuals; SolveAndEvaluateFinalResiduals(options, problem, &final_residuals); // We compare solutions by comparing their residual vectors. We do // not compare parameter vectors because it is much more brittle // and error prone to do so, since the same problem can have // nearly the same residuals at two completely different positions // in parameter space. CHECK_EQ(expected_final_residuals_.size(), final_residuals.size()); for (int i = 0; i < final_residuals.size(); ++i) { EXPECT_NEAR(final_residuals[i], expected_final_residuals_[i], SystemTestProblem::kResidualTolerance) << "Not close enough residual:" << i; } } void SolveAndEvaluateFinalResiduals(const Solver::Options& options, Problem* problem, std::vector* final_residuals) { Solver::Summary summary; Solve(options, problem, &summary); CHECK_NE(summary.termination_type, ceres::FAILURE); problem->Evaluate( Problem::EvaluateOptions(), nullptr, final_residuals, nullptr, nullptr); } std::vector expected_final_residuals_; }; } // namespace internal } // namespace ceres #include "ceres/internal/reenable_warnings.h" #endif // CERES_INTERNAL_TEST_UTIL_H_