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+// This file is part of Eigen, a lightweight C++ template library
+// for linear algebra.
+//
+// Copyright (C) 2006-2008 Benoit Jacob <jacob.benoit.1@gmail.com>
+// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
+//
+// This Source Code Form is subject to the terms of the Mozilla
+// Public License v. 2.0. If a copy of the MPL was not distributed
+// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
+
+#include <cstdlib>
+#include <cerrno>
+#include <ctime>
+#include <iostream>
+#include <fstream>
+#include <string>
+#include <vector>
+#include <typeinfo>
+#include <limits>
+#include <algorithm>
+#include <sstream>
+#include <complex>
+#include <deque>
+#include <queue>
+
+#define min(A,B) please_protect_your_min_with_parentheses
+#define max(A,B) please_protect_your_max_with_parentheses
+
+#define FORBIDDEN_IDENTIFIER (this_identifier_is_forbidden_to_avoid_clashes) this_identifier_is_forbidden_to_avoid_clashes
+// B0 is defined in POSIX header termios.h
+#define B0 FORBIDDEN_IDENTIFIER
+
+// the following file is automatically generated by cmake
+#include "split_test_helper.h"
+
+#ifdef NDEBUG
+#undef NDEBUG
+#endif
+
+// bounds integer values for AltiVec
+#ifdef __ALTIVEC__
+#define EIGEN_MAKING_DOCS
+#endif
+
+#ifndef EIGEN_TEST_FUNC
+#error EIGEN_TEST_FUNC must be defined
+#endif
+
+#define DEFAULT_REPEAT 10
+
+#ifdef __ICC
+// disable warning #279: controlling expression is constant
+#pragma warning disable 279
+#endif
+
+namespace Eigen
+{
+ static std::vector<std::string> g_test_stack;
+ static int g_repeat;
+ static unsigned int g_seed;
+ static bool g_has_set_repeat, g_has_set_seed;
+}
+
+#define EI_PP_MAKE_STRING2(S) #S
+#define EI_PP_MAKE_STRING(S) EI_PP_MAKE_STRING2(S)
+
+#define EIGEN_DEFAULT_IO_FORMAT IOFormat(4, 0, " ", "\n", "", "", "", "")
+
+#ifndef EIGEN_NO_ASSERTION_CHECKING
+
+ namespace Eigen
+ {
+ static const bool should_raise_an_assert = false;
+
+ // Used to avoid to raise two exceptions at a time in which
+ // case the exception is not properly caught.
+ // This may happen when a second exceptions is triggered in a destructor.
+ static bool no_more_assert = false;
+ static bool report_on_cerr_on_assert_failure = true;
+
+ struct eigen_assert_exception
+ {
+ eigen_assert_exception(void) {}
+ ~eigen_assert_exception() { Eigen::no_more_assert = false; }
+ };
+ }
+ // If EIGEN_DEBUG_ASSERTS is defined and if no assertion is triggered while
+ // one should have been, then the list of excecuted assertions is printed out.
+ //
+ // EIGEN_DEBUG_ASSERTS is not enabled by default as it
+ // significantly increases the compilation time
+ // and might even introduce side effects that would hide
+ // some memory errors.
+ #ifdef EIGEN_DEBUG_ASSERTS
+
+ namespace Eigen
+ {
+ namespace internal
+ {
+ static bool push_assert = false;
+ }
+ static std::vector<std::string> eigen_assert_list;
+ }
+ #define eigen_assert(a) \
+ if( (!(a)) && (!no_more_assert) ) \
+ { \
+ if(report_on_cerr_on_assert_failure) \
+ std::cerr << #a << " " __FILE__ << "(" << __LINE__ << ")\n"; \
+ Eigen::no_more_assert = true; \
+ throw Eigen::eigen_assert_exception(); \
+ } \
+ else if (Eigen::internal::push_assert) \
+ { \
+ eigen_assert_list.push_back(std::string(EI_PP_MAKE_STRING(__FILE__) " (" EI_PP_MAKE_STRING(__LINE__) ") : " #a) ); \
+ }
+
+ #define VERIFY_RAISES_ASSERT(a) \
+ { \
+ Eigen::no_more_assert = false; \
+ Eigen::eigen_assert_list.clear(); \
+ Eigen::internal::push_assert = true; \
+ Eigen::report_on_cerr_on_assert_failure = false; \
+ try { \
+ a; \
+ std::cerr << "One of the following asserts should have been triggered:\n"; \
+ for (uint ai=0 ; ai<eigen_assert_list.size() ; ++ai) \
+ std::cerr << " " << eigen_assert_list[ai] << "\n"; \
+ VERIFY(Eigen::should_raise_an_assert && # a); \
+ } catch (Eigen::eigen_assert_exception) { \
+ Eigen::internal::push_assert = false; VERIFY(true); \
+ } \
+ Eigen::report_on_cerr_on_assert_failure = true; \
+ Eigen::internal::push_assert = false; \
+ }
+
+ #else // EIGEN_DEBUG_ASSERTS
+ // see bug 89. The copy_bool here is working around a bug in gcc <= 4.3
+ #define eigen_assert(a) \
+ if( (!Eigen::internal::copy_bool(a)) && (!no_more_assert) )\
+ { \
+ Eigen::no_more_assert = true; \
+ if(report_on_cerr_on_assert_failure) \
+ eigen_plain_assert(a); \
+ else \
+ throw Eigen::eigen_assert_exception(); \
+ }
+ #define VERIFY_RAISES_ASSERT(a) { \
+ Eigen::no_more_assert = false; \
+ Eigen::report_on_cerr_on_assert_failure = false; \
+ try { \
+ a; \
+ VERIFY(Eigen::should_raise_an_assert && # a); \
+ } \
+ catch (Eigen::eigen_assert_exception&) { VERIFY(true); } \
+ Eigen::report_on_cerr_on_assert_failure = true; \
+ }
+
+ #endif // EIGEN_DEBUG_ASSERTS
+
+ #define EIGEN_USE_CUSTOM_ASSERT
+
+#else // EIGEN_NO_ASSERTION_CHECKING
+
+ #define VERIFY_RAISES_ASSERT(a) {}
+
+#endif // EIGEN_NO_ASSERTION_CHECKING
+
+
+#define EIGEN_INTERNAL_DEBUGGING
+#include <Eigen/QR> // required for createRandomPIMatrixOfRank
+
+static void verify_impl(bool condition, const char *testname, const char *file, int line, const char *condition_as_string)
+{
+ if (!condition)
+ {
+ std::cerr << "Test " << testname << " failed in " << file << " (" << line << ")" \
+ << std::endl << " " << condition_as_string << std::endl << std::endl; \
+ abort();
+ }
+}
+
+#define VERIFY(a) ::verify_impl(a, g_test_stack.back().c_str(), __FILE__, __LINE__, EI_PP_MAKE_STRING(a))
+
+#define VERIFY_IS_EQUAL(a, b) VERIFY(test_is_equal(a, b))
+#define VERIFY_IS_APPROX(a, b) VERIFY(test_isApprox(a, b))
+#define VERIFY_IS_NOT_APPROX(a, b) VERIFY(!test_isApprox(a, b))
+#define VERIFY_IS_MUCH_SMALLER_THAN(a, b) VERIFY(test_isMuchSmallerThan(a, b))
+#define VERIFY_IS_NOT_MUCH_SMALLER_THAN(a, b) VERIFY(!test_isMuchSmallerThan(a, b))
+#define VERIFY_IS_APPROX_OR_LESS_THAN(a, b) VERIFY(test_isApproxOrLessThan(a, b))
+#define VERIFY_IS_NOT_APPROX_OR_LESS_THAN(a, b) VERIFY(!test_isApproxOrLessThan(a, b))
+
+#define VERIFY_IS_UNITARY(a) VERIFY(test_isUnitary(a))
+
+#define CALL_SUBTEST(FUNC) do { \
+ g_test_stack.push_back(EI_PP_MAKE_STRING(FUNC)); \
+ FUNC; \
+ g_test_stack.pop_back(); \
+ } while (0)
+
+
+namespace Eigen {
+
+template<typename T> inline typename NumTraits<T>::Real test_precision() { return NumTraits<T>::dummy_precision(); }
+template<> inline float test_precision<float>() { return 1e-3f; }
+template<> inline double test_precision<double>() { return 1e-6; }
+template<> inline float test_precision<std::complex<float> >() { return test_precision<float>(); }
+template<> inline double test_precision<std::complex<double> >() { return test_precision<double>(); }
+template<> inline long double test_precision<long double>() { return 1e-6; }
+
+inline bool test_isApprox(const int& a, const int& b)
+{ return internal::isApprox(a, b, test_precision<int>()); }
+inline bool test_isMuchSmallerThan(const int& a, const int& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<int>()); }
+inline bool test_isApproxOrLessThan(const int& a, const int& b)
+{ return internal::isApproxOrLessThan(a, b, test_precision<int>()); }
+
+inline bool test_isApprox(const float& a, const float& b)
+{ return internal::isApprox(a, b, test_precision<float>()); }
+inline bool test_isMuchSmallerThan(const float& a, const float& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<float>()); }
+inline bool test_isApproxOrLessThan(const float& a, const float& b)
+{ return internal::isApproxOrLessThan(a, b, test_precision<float>()); }
+inline bool test_isApprox(const double& a, const double& b)
+{ return internal::isApprox(a, b, test_precision<double>()); }
+
+inline bool test_isMuchSmallerThan(const double& a, const double& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<double>()); }
+inline bool test_isApproxOrLessThan(const double& a, const double& b)
+{ return internal::isApproxOrLessThan(a, b, test_precision<double>()); }
+
+inline bool test_isApprox(const std::complex<float>& a, const std::complex<float>& b)
+{ return internal::isApprox(a, b, test_precision<std::complex<float> >()); }
+inline bool test_isMuchSmallerThan(const std::complex<float>& a, const std::complex<float>& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<std::complex<float> >()); }
+
+inline bool test_isApprox(const std::complex<double>& a, const std::complex<double>& b)
+{ return internal::isApprox(a, b, test_precision<std::complex<double> >()); }
+inline bool test_isMuchSmallerThan(const std::complex<double>& a, const std::complex<double>& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<std::complex<double> >()); }
+
+inline bool test_isApprox(const long double& a, const long double& b)
+{
+ bool ret = internal::isApprox(a, b, test_precision<long double>());
+ if (!ret) std::cerr
+ << std::endl << " actual = " << a
+ << std::endl << " expected = " << b << std::endl << std::endl;
+ return ret;
+}
+
+inline bool test_isMuchSmallerThan(const long double& a, const long double& b)
+{ return internal::isMuchSmallerThan(a, b, test_precision<long double>()); }
+inline bool test_isApproxOrLessThan(const long double& a, const long double& b)
+{ return internal::isApproxOrLessThan(a, b, test_precision<long double>()); }
+
+template<typename Type1, typename Type2>
+inline bool test_isApprox(const Type1& a, const Type2& b)
+{
+ return a.isApprox(b, test_precision<typename Type1::Scalar>());
+}
+
+// The idea behind this function is to compare the two scalars a and b where
+// the scalar ref is a hint about the expected order of magnitude of a and b.
+// Therefore, if for some reason a and b are very small compared to ref,
+// we won't issue a false negative.
+// This test could be: abs(a-b) <= eps * ref
+// However, it seems that simply comparing a+ref and b+ref is more sensitive to true error.
+template<typename Scalar,typename ScalarRef>
+inline bool test_isApproxWithRef(const Scalar& a, const Scalar& b, const ScalarRef& ref)
+{
+ return test_isApprox(a+ref, b+ref);
+}
+
+template<typename Derived1, typename Derived2>
+inline bool test_isMuchSmallerThan(const MatrixBase<Derived1>& m1,
+ const MatrixBase<Derived2>& m2)
+{
+ return m1.isMuchSmallerThan(m2, test_precision<typename internal::traits<Derived1>::Scalar>());
+}
+
+template<typename Derived>
+inline bool test_isMuchSmallerThan(const MatrixBase<Derived>& m,
+ const typename NumTraits<typename internal::traits<Derived>::Scalar>::Real& s)
+{
+ return m.isMuchSmallerThan(s, test_precision<typename internal::traits<Derived>::Scalar>());
+}
+
+template<typename Derived>
+inline bool test_isUnitary(const MatrixBase<Derived>& m)
+{
+ return m.isUnitary(test_precision<typename internal::traits<Derived>::Scalar>());
+}
+
+template<typename T, typename U>
+bool test_is_equal(const T& actual, const U& expected)
+{
+ if (actual==expected)
+ return true;
+ // false:
+ std::cerr
+ << std::endl << " actual = " << actual
+ << std::endl << " expected = " << expected << std::endl << std::endl;
+ return false;
+}
+
+/** Creates a random Partial Isometry matrix of given rank.
+ *
+ * A partial isometry is a matrix all of whose singular values are either 0 or 1.
+ * This is very useful to test rank-revealing algorithms.
+ */
+template<typename MatrixType>
+void createRandomPIMatrixOfRank(typename MatrixType::Index desired_rank, typename MatrixType::Index rows, typename MatrixType::Index cols, MatrixType& m)
+{
+ typedef typename internal::traits<MatrixType>::Index Index;
+ typedef typename internal::traits<MatrixType>::Scalar Scalar;
+ enum { Rows = MatrixType::RowsAtCompileTime, Cols = MatrixType::ColsAtCompileTime };
+
+ typedef Matrix<Scalar, Dynamic, 1> VectorType;
+ typedef Matrix<Scalar, Rows, Rows> MatrixAType;
+ typedef Matrix<Scalar, Cols, Cols> MatrixBType;
+
+ if(desired_rank == 0)
+ {
+ m.setZero(rows,cols);
+ return;
+ }
+
+ if(desired_rank == 1)
+ {
+ // here we normalize the vectors to get a partial isometry
+ m = VectorType::Random(rows).normalized() * VectorType::Random(cols).normalized().transpose();
+ return;
+ }
+
+ MatrixAType a = MatrixAType::Random(rows,rows);
+ MatrixType d = MatrixType::Identity(rows,cols);
+ MatrixBType b = MatrixBType::Random(cols,cols);
+
+ // set the diagonal such that only desired_rank non-zero entries reamain
+ const Index diag_size = (std::min)(d.rows(),d.cols());
+ if(diag_size != desired_rank)
+ d.diagonal().segment(desired_rank, diag_size-desired_rank) = VectorType::Zero(diag_size-desired_rank);
+
+ HouseholderQR<MatrixAType> qra(a);
+ HouseholderQR<MatrixBType> qrb(b);
+ m = qra.householderQ() * d * qrb.householderQ();
+}
+
+template<typename PermutationVectorType>
+void randomPermutationVector(PermutationVectorType& v, typename PermutationVectorType::Index size)
+{
+ typedef typename PermutationVectorType::Index Index;
+ typedef typename PermutationVectorType::Scalar Scalar;
+ v.resize(size);
+ for(Index i = 0; i < size; ++i) v(i) = Scalar(i);
+ if(size == 1) return;
+ for(Index n = 0; n < 3 * size; ++n)
+ {
+ Index i = internal::random<Index>(0, size-1);
+ Index j;
+ do j = internal::random<Index>(0, size-1); while(j==i);
+ std::swap(v(i), v(j));
+ }
+}
+
+} // end namespace Eigen
+
+template<typename T> struct GetDifferentType;
+
+template<> struct GetDifferentType<float> { typedef double type; };
+template<> struct GetDifferentType<double> { typedef float type; };
+template<typename T> struct GetDifferentType<std::complex<T> >
+{ typedef std::complex<typename GetDifferentType<T>::type> type; };
+
+template<typename T> std::string type_name() { return "other"; }
+template<> std::string type_name<float>() { return "float"; }
+template<> std::string type_name<double>() { return "double"; }
+template<> std::string type_name<int>() { return "int"; }
+template<> std::string type_name<std::complex<float> >() { return "complex<float>"; }
+template<> std::string type_name<std::complex<double> >() { return "complex<double>"; }
+template<> std::string type_name<std::complex<int> >() { return "complex<int>"; }
+
+// forward declaration of the main test function
+void EIGEN_CAT(test_,EIGEN_TEST_FUNC)();
+
+using namespace Eigen;
+
+void set_repeat_from_string(const char *str)
+{
+ errno = 0;
+ g_repeat = int(strtoul(str, 0, 10));
+ if(errno || g_repeat <= 0)
+ {
+ std::cout << "Invalid repeat value " << str << std::endl;
+ exit(EXIT_FAILURE);
+ }
+ g_has_set_repeat = true;
+}
+
+void set_seed_from_string(const char *str)
+{
+ errno = 0;
+ g_seed = strtoul(str, 0, 10);
+ if(errno || g_seed == 0)
+ {
+ std::cout << "Invalid seed value " << str << std::endl;
+ exit(EXIT_FAILURE);
+ }
+ g_has_set_seed = true;
+}
+
+int main(int argc, char *argv[])
+{
+ g_has_set_repeat = false;
+ g_has_set_seed = false;
+ bool need_help = false;
+
+ for(int i = 1; i < argc; i++)
+ {
+ if(argv[i][0] == 'r')
+ {
+ if(g_has_set_repeat)
+ {
+ std::cout << "Argument " << argv[i] << " conflicting with a former argument" << std::endl;
+ return 1;
+ }
+ set_repeat_from_string(argv[i]+1);
+ }
+ else if(argv[i][0] == 's')
+ {
+ if(g_has_set_seed)
+ {
+ std::cout << "Argument " << argv[i] << " conflicting with a former argument" << std::endl;
+ return 1;
+ }
+ set_seed_from_string(argv[i]+1);
+ }
+ else
+ {
+ need_help = true;
+ }
+ }
+
+ if(need_help)
+ {
+ std::cout << "This test application takes the following optional arguments:" << std::endl;
+ std::cout << " rN Repeat each test N times (default: " << DEFAULT_REPEAT << ")" << std::endl;
+ std::cout << " sN Use N as seed for random numbers (default: based on current time)" << std::endl;
+ std::cout << std::endl;
+ std::cout << "If defined, the environment variables EIGEN_REPEAT and EIGEN_SEED" << std::endl;
+ std::cout << "will be used as default values for these parameters." << std::endl;
+ return 1;
+ }
+
+ char *env_EIGEN_REPEAT = getenv("EIGEN_REPEAT");
+ if(!g_has_set_repeat && env_EIGEN_REPEAT)
+ set_repeat_from_string(env_EIGEN_REPEAT);
+ char *env_EIGEN_SEED = getenv("EIGEN_SEED");
+ if(!g_has_set_seed && env_EIGEN_SEED)
+ set_seed_from_string(env_EIGEN_SEED);
+
+ if(!g_has_set_seed) g_seed = (unsigned int) time(NULL);
+ if(!g_has_set_repeat) g_repeat = DEFAULT_REPEAT;
+
+ std::cout << "Initializing random number generator with seed " << g_seed << std::endl;
+ srand(g_seed);
+ std::cout << "Repeating each test " << g_repeat << " times" << std::endl;
+
+ Eigen::g_test_stack.push_back(EI_PP_MAKE_STRING(EIGEN_TEST_FUNC));
+
+ EIGEN_CAT(test_,EIGEN_TEST_FUNC)();
+ return 0;
+}