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NumTraits.h
1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2006-2010 Benoit Jacob <[email protected]>
5 //
6 // This Source Code Form is subject to the terms of the Mozilla
7 // Public License v. 2.0. If a copy of the MPL was not distributed
8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9 
10 #ifndef EIGEN_NUMTRAITS_H
11 #define EIGEN_NUMTRAITS_H
12 
13 namespace Eigen {
14 
51 template<typename T> struct GenericNumTraits
52 {
53  enum {
54  IsInteger = std::numeric_limits<T>::is_integer,
55  IsSigned = std::numeric_limits<T>::is_signed,
56  IsComplex = 0,
57  RequireInitialization = internal::is_arithmetic<T>::value ? 0 : 1,
58  ReadCost = 1,
59  AddCost = 1,
60  MulCost = 1
61  };
62 
63  typedef T Real;
64  typedef typename internal::conditional<
65  IsInteger,
66  typename internal::conditional<sizeof(T)<=2, float, double>::type,
67  T
68  >::type NonInteger;
69  typedef T Nested;
70 
71  static inline Real epsilon() { return std::numeric_limits<T>::epsilon(); }
72  static inline Real dummy_precision()
73  {
74  // make sure to override this for floating-point types
75  return Real(0);
76  }
77  static inline T highest() { return (std::numeric_limits<T>::max)(); }
78  static inline T lowest() { return IsInteger ? (std::numeric_limits<T>::min)() : (-(std::numeric_limits<T>::max)()); }
79 
80 #ifdef EIGEN2_SUPPORT
81  enum {
82  HasFloatingPoint = !IsInteger
83  };
84  typedef NonInteger FloatingPoint;
85 #endif
86 };
87 
88 template<typename T> struct NumTraits : GenericNumTraits<T>
89 {};
90 
91 template<> struct NumTraits<float>
92  : GenericNumTraits<float>
93 {
94  static inline float dummy_precision() { return 1e-5f; }
95 };
96 
97 template<> struct NumTraits<double> : GenericNumTraits<double>
98 {
99  static inline double dummy_precision() { return 1e-12; }
100 };
101 
102 template<> struct NumTraits<long double>
103  : GenericNumTraits<long double>
104 {
105  static inline long double dummy_precision() { return 1e-15l; }
106 };
107 
108 template<typename _Real> struct NumTraits<std::complex<_Real> >
109  : GenericNumTraits<std::complex<_Real> >
110 {
111  typedef _Real Real;
112  enum {
113  IsComplex = 1,
114  RequireInitialization = NumTraits<_Real>::RequireInitialization,
115  ReadCost = 2 * NumTraits<_Real>::ReadCost,
116  AddCost = 2 * NumTraits<Real>::AddCost,
117  MulCost = 4 * NumTraits<Real>::MulCost + 2 * NumTraits<Real>::AddCost
118  };
119 
120  static inline Real epsilon() { return NumTraits<Real>::epsilon(); }
121  static inline Real dummy_precision() { return NumTraits<Real>::dummy_precision(); }
122 };
123 
124 template<typename Scalar, int Rows, int Cols, int Options, int MaxRows, int MaxCols>
125 struct NumTraits<Array<Scalar, Rows, Cols, Options, MaxRows, MaxCols> >
126 {
127  typedef Array<Scalar, Rows, Cols, Options, MaxRows, MaxCols> ArrayType;
128  typedef typename NumTraits<Scalar>::Real RealScalar;
129  typedef Array<RealScalar, Rows, Cols, Options, MaxRows, MaxCols> Real;
130  typedef typename NumTraits<Scalar>::NonInteger NonIntegerScalar;
131  typedef Array<NonIntegerScalar, Rows, Cols, Options, MaxRows, MaxCols> NonInteger;
132  typedef ArrayType & Nested;
133 
134  enum {
135  IsComplex = NumTraits<Scalar>::IsComplex,
136  IsInteger = NumTraits<Scalar>::IsInteger,
137  IsSigned = NumTraits<Scalar>::IsSigned,
138  RequireInitialization = 1,
139  ReadCost = ArrayType::SizeAtCompileTime==Dynamic ? Dynamic : ArrayType::SizeAtCompileTime * NumTraits<Scalar>::ReadCost,
140  AddCost = ArrayType::SizeAtCompileTime==Dynamic ? Dynamic : ArrayType::SizeAtCompileTime * NumTraits<Scalar>::AddCost,
141  MulCost = ArrayType::SizeAtCompileTime==Dynamic ? Dynamic : ArrayType::SizeAtCompileTime * NumTraits<Scalar>::MulCost
142  };
143 
144  static inline RealScalar epsilon() { return NumTraits<RealScalar>::epsilon(); }
145  static inline RealScalar dummy_precision() { return NumTraits<RealScalar>::dummy_precision(); }
146 };
147 
148 } // end namespace Eigen
149 
150 #endif // EIGEN_NUMTRAITS_H
Holds information about the various numeric (i.e. scalar) types allowed by Eigen. ...
Definition: NumTraits.h:88
const int Dynamic
Definition: Constants.h:21