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							472 lines
						
					
					
						
							18 KiB
						
					
					
				
								// This file is part of Eigen, a lightweight C++ template library
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								// for linear algebra.
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								//
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								// Copyright (C) 2006-2008 Benoit Jacob <jacob.benoit.1@gmail.com>
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								// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
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								//
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								// This Source Code Form is subject to the terms of the Mozilla
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								// Public License v. 2.0. If a copy of the MPL was not distributed
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								// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
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								#include <cstdlib>
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								#include <cerrno>
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								#include <ctime>
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								#include <iostream>
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								#include <fstream>
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								#include <string>
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								#include <vector>
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								#include <typeinfo>
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								#include <limits>
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								#include <algorithm>
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								#include <sstream>
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								#include <complex>
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								#include <deque>
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								#include <queue>
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								#define min(A,B) please_protect_your_min_with_parentheses
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								#define max(A,B) please_protect_your_max_with_parentheses
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								#define FORBIDDEN_IDENTIFIER (this_identifier_is_forbidden_to_avoid_clashes) this_identifier_is_forbidden_to_avoid_clashes
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								// B0 is defined in POSIX header termios.h
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								#define B0 FORBIDDEN_IDENTIFIER
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								// the following file is automatically generated by cmake
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								#include "split_test_helper.h"
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								#ifdef NDEBUG
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								#undef NDEBUG
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								#endif
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								// bounds integer values for AltiVec
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								#ifdef __ALTIVEC__
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								#define EIGEN_MAKING_DOCS
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								#endif
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								#ifndef EIGEN_TEST_FUNC
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								#error EIGEN_TEST_FUNC must be defined
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								#endif
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								#define DEFAULT_REPEAT 10
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								#ifdef __ICC
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								// disable warning #279: controlling expression is constant
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								#pragma warning disable 279
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								#endif
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								namespace Eigen
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								{
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								  static std::vector<std::string> g_test_stack;
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								  static int g_repeat;
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								  static unsigned int g_seed;
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								  static bool g_has_set_repeat, g_has_set_seed;
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								}
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								#define EI_PP_MAKE_STRING2(S) #S
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								#define EI_PP_MAKE_STRING(S) EI_PP_MAKE_STRING2(S)
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								#define EIGEN_DEFAULT_IO_FORMAT IOFormat(4, 0, "  ", "\n", "", "", "", "")
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								#ifndef EIGEN_NO_ASSERTION_CHECKING
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								  namespace Eigen
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								  {
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								    static const bool should_raise_an_assert = false;
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								    // Used to avoid to raise two exceptions at a time in which
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								    // case the exception is not properly caught.
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								    // This may happen when a second exceptions is triggered in a destructor.
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								    static bool no_more_assert = false;
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								    static bool report_on_cerr_on_assert_failure = true;
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								    struct eigen_assert_exception
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								    {
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								      eigen_assert_exception(void) {}
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								      ~eigen_assert_exception() { Eigen::no_more_assert = false; }
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								    };
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								  }
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								  // If EIGEN_DEBUG_ASSERTS is defined and if no assertion is triggered while
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								  // one should have been, then the list of excecuted assertions is printed out.
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								  //
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								  // EIGEN_DEBUG_ASSERTS is not enabled by default as it
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								  // significantly increases the compilation time
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								  // and might even introduce side effects that would hide
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								  // some memory errors.
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								  #ifdef EIGEN_DEBUG_ASSERTS
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								    namespace Eigen
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								    {
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								      namespace internal
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								      {
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								        static bool push_assert = false;
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								      }
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								      static std::vector<std::string> eigen_assert_list;
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								    }
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								    #define eigen_assert(a)                       \
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								      if( (!(a)) && (!no_more_assert) )     \
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								      { \
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								        if(report_on_cerr_on_assert_failure) \
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								          std::cerr <<  #a << " " __FILE__ << "(" << __LINE__ << ")\n"; \
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								        Eigen::no_more_assert = true;       \
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								        throw Eigen::eigen_assert_exception(); \
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								      }                                     \
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								      else if (Eigen::internal::push_assert)       \
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								      {                                     \
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								        eigen_assert_list.push_back(std::string(EI_PP_MAKE_STRING(__FILE__) " (" EI_PP_MAKE_STRING(__LINE__) ") : " #a) ); \
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								      }
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								    #define VERIFY_RAISES_ASSERT(a)                                                   \
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								      {                                                                               \
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								        Eigen::no_more_assert = false;                                                \
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								        Eigen::eigen_assert_list.clear();                                                \
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								        Eigen::internal::push_assert = true;                                                 \
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								        Eigen::report_on_cerr_on_assert_failure = false;                              \
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								        try {                                                                         \
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								          a;                                                                          \
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								          std::cerr << "One of the following asserts should have been triggered:\n";  \
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								          for (uint ai=0 ; ai<eigen_assert_list.size() ; ++ai)                           \
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								            std::cerr << "  " << eigen_assert_list[ai] << "\n";                          \
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								          VERIFY(Eigen::should_raise_an_assert && # a);                               \
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								        } catch (Eigen::eigen_assert_exception) {                                        \
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								          Eigen::internal::push_assert = false; VERIFY(true);                                \
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								        }                                                                             \
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								        Eigen::report_on_cerr_on_assert_failure = true;                               \
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								        Eigen::internal::push_assert = false;                                                \
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								      }
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								  #else // EIGEN_DEBUG_ASSERTS
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								    // see bug 89. The copy_bool here is working around a bug in gcc <= 4.3
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								    #define eigen_assert(a) \
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								      if( (!Eigen::internal::copy_bool(a)) && (!no_more_assert) )\
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								      {                                       \
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								        Eigen::no_more_assert = true;         \
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								        if(report_on_cerr_on_assert_failure)  \
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								          eigen_plain_assert(a);              \
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								        else                                  \
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								          throw Eigen::eigen_assert_exception(); \
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								      }
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								    #define VERIFY_RAISES_ASSERT(a) {                             \
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								        Eigen::no_more_assert = false;                            \
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								        Eigen::report_on_cerr_on_assert_failure = false;          \
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								        try {                                                     \
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								          a;                                                      \
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								          VERIFY(Eigen::should_raise_an_assert && # a);           \
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								        }                                                         \
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								        catch (Eigen::eigen_assert_exception&) { VERIFY(true); }     \
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								        Eigen::report_on_cerr_on_assert_failure = true;           \
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								      }
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								  #endif // EIGEN_DEBUG_ASSERTS
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								  #define EIGEN_USE_CUSTOM_ASSERT
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								#else // EIGEN_NO_ASSERTION_CHECKING
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								  #define VERIFY_RAISES_ASSERT(a) {}
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								#endif // EIGEN_NO_ASSERTION_CHECKING
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								#define EIGEN_INTERNAL_DEBUGGING
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								#include <Eigen/QR> // required for createRandomPIMatrixOfRank
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								static void verify_impl(bool condition, const char *testname, const char *file, int line, const char *condition_as_string)
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								{
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								  if (!condition)
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								  {
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								    std::cerr << "Test " << testname << " failed in " << file << " (" << line << ")" \
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								      << std::endl << "    " << condition_as_string << std::endl << std::endl; \
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								    abort();
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								  }
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								}
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								#define VERIFY(a) ::verify_impl(a, g_test_stack.back().c_str(), __FILE__, __LINE__, EI_PP_MAKE_STRING(a))
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								#define VERIFY_IS_EQUAL(a, b) VERIFY(test_is_equal(a, b))
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								#define VERIFY_IS_APPROX(a, b) VERIFY(test_isApprox(a, b))
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								#define VERIFY_IS_NOT_APPROX(a, b) VERIFY(!test_isApprox(a, b))
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								#define VERIFY_IS_MUCH_SMALLER_THAN(a, b) VERIFY(test_isMuchSmallerThan(a, b))
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								#define VERIFY_IS_NOT_MUCH_SMALLER_THAN(a, b) VERIFY(!test_isMuchSmallerThan(a, b))
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								#define VERIFY_IS_APPROX_OR_LESS_THAN(a, b) VERIFY(test_isApproxOrLessThan(a, b))
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								#define VERIFY_IS_NOT_APPROX_OR_LESS_THAN(a, b) VERIFY(!test_isApproxOrLessThan(a, b))
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								#define VERIFY_IS_UNITARY(a) VERIFY(test_isUnitary(a))
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								#define CALL_SUBTEST(FUNC) do { \
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								    g_test_stack.push_back(EI_PP_MAKE_STRING(FUNC)); \
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								    FUNC; \
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								    g_test_stack.pop_back(); \
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								  } while (0)
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								namespace Eigen {
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								template<typename T> inline typename NumTraits<T>::Real test_precision() { return NumTraits<T>::dummy_precision(); }
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								template<> inline float test_precision<float>() { return 1e-3f; }
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								template<> inline double test_precision<double>() { return 1e-6; }
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								template<> inline float test_precision<std::complex<float> >() { return test_precision<float>(); }
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								template<> inline double test_precision<std::complex<double> >() { return test_precision<double>(); }
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								template<> inline long double test_precision<long double>() { return 1e-6; }
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								inline bool test_isApprox(const int& a, const int& b)
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								{ return internal::isApprox(a, b, test_precision<int>()); }
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								inline bool test_isMuchSmallerThan(const int& a, const int& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<int>()); }
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								inline bool test_isApproxOrLessThan(const int& a, const int& b)
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								{ return internal::isApproxOrLessThan(a, b, test_precision<int>()); }
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								inline bool test_isApprox(const float& a, const float& b)
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								{ return internal::isApprox(a, b, test_precision<float>()); }
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								inline bool test_isMuchSmallerThan(const float& a, const float& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<float>()); }
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								inline bool test_isApproxOrLessThan(const float& a, const float& b)
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								{ return internal::isApproxOrLessThan(a, b, test_precision<float>()); }
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								inline bool test_isApprox(const double& a, const double& b)
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								{ return internal::isApprox(a, b, test_precision<double>()); }
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								inline bool test_isMuchSmallerThan(const double& a, const double& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<double>()); }
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								inline bool test_isApproxOrLessThan(const double& a, const double& b)
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								{ return internal::isApproxOrLessThan(a, b, test_precision<double>()); }
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								inline bool test_isApprox(const std::complex<float>& a, const std::complex<float>& b)
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								{ return internal::isApprox(a, b, test_precision<std::complex<float> >()); }
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								inline bool test_isMuchSmallerThan(const std::complex<float>& a, const std::complex<float>& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<std::complex<float> >()); }
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						|
								
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								inline bool test_isApprox(const std::complex<double>& a, const std::complex<double>& b)
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								{ return internal::isApprox(a, b, test_precision<std::complex<double> >()); }
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								inline bool test_isMuchSmallerThan(const std::complex<double>& a, const std::complex<double>& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<std::complex<double> >()); }
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								inline bool test_isApprox(const long double& a, const long double& b)
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								{
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								    bool ret = internal::isApprox(a, b, test_precision<long double>());
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								    if (!ret) std::cerr
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								        << std::endl << "    actual   = " << a
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								        << std::endl << "    expected = " << b << std::endl << std::endl;
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								    return ret;
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								}
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								inline bool test_isMuchSmallerThan(const long double& a, const long double& b)
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								{ return internal::isMuchSmallerThan(a, b, test_precision<long double>()); }
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								inline bool test_isApproxOrLessThan(const long double& a, const long double& b)
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								{ return internal::isApproxOrLessThan(a, b, test_precision<long double>()); }
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								template<typename Type1, typename Type2>
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								inline bool test_isApprox(const Type1& a, const Type2& b)
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								{
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								  return a.isApprox(b, test_precision<typename Type1::Scalar>());
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						|
								}
							 | 
						|
								
							 | 
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								// The idea behind this function is to compare the two scalars a and b where
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								// 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,
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								// we won't issue a false negative.
							 | 
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								// This test could be: abs(a-b) <= eps * ref
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								// However, it seems that simply comparing a+ref and b+ref is more sensitive to true error.
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								template<typename Scalar,typename ScalarRef>
							 | 
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								inline bool test_isApproxWithRef(const Scalar& a, const Scalar& b, const ScalarRef& ref)
							 | 
						|
								{
							 | 
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								  return test_isApprox(a+ref, b+ref);
							 | 
						|
								}
							 | 
						|
								
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						|
								template<typename Derived1, typename Derived2>
							 | 
						|
								inline bool test_isMuchSmallerThan(const MatrixBase<Derived1>& m1,
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						|
								                                   const MatrixBase<Derived2>& m2)
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						|
								{
							 | 
						|
								  return m1.isMuchSmallerThan(m2, test_precision<typename internal::traits<Derived1>::Scalar>());
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						|
								}
							 | 
						|
								
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						|
								template<typename Derived>
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						|
								inline bool test_isMuchSmallerThan(const MatrixBase<Derived>& m,
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						|
								                                   const typename NumTraits<typename internal::traits<Derived>::Scalar>::Real& s)
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						|
								{
							 | 
						|
								  return m.isMuchSmallerThan(s, test_precision<typename internal::traits<Derived>::Scalar>());
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						|
								}
							 | 
						|
								
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						|
								template<typename Derived>
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						|
								inline bool test_isUnitary(const MatrixBase<Derived>& m)
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						|
								{
							 | 
						|
								  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:
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						|
								    std::cerr
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								        << std::endl << "    actual   = " << actual
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						|
								        << std::endl << "    expected = " << expected << std::endl << std::endl;
							 | 
						|
								    return false;
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						|
								}
							 | 
						|
								
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						|
								/** Creates a random Partial Isometry matrix of given rank.
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						|
								  *
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						|
								  * 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.
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						|
								  */
							 | 
						|
								template<typename MatrixType>
							 | 
						|
								void createRandomPIMatrixOfRank(typename MatrixType::Index desired_rank, typename MatrixType::Index rows, typename MatrixType::Index cols, MatrixType& m)
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						|
								{
							 | 
						|
								  typedef typename internal::traits<MatrixType>::Index Index;
							 | 
						|
								  typedef typename internal::traits<MatrixType>::Scalar Scalar;
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						|
								  enum { Rows = MatrixType::RowsAtCompileTime, Cols = MatrixType::ColsAtCompileTime };
							 | 
						|
								
							 | 
						|
								  typedef Matrix<Scalar, Dynamic, 1> VectorType;
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						|
								  typedef Matrix<Scalar, Rows, Rows> MatrixAType;
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						|
								  typedef Matrix<Scalar, Cols, Cols> MatrixBType;
							 | 
						|
								
							 | 
						|
								  if(desired_rank == 0)
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						|
								  {
							 | 
						|
								    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;
							 | 
						|
								}
							 |