mat

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// Copyright (C) 2010, Guy Barrand. All rights reserved.
// See the file tools.license for terms.
 
#ifndef tools_mat
#define tools_mat
 
#ifdef TOOLS_MEM
#include "../mem"
#endif
 
#include "MATCOM"
 
//#include <cstring> //memcpy
 
//#define TOOLS_MAT_NEW
namespace tools {
 
template <class T,unsigned int D>
class mat {
  static const unsigned int _D2 = D*D;
  unsigned int dim2() const {return _D2;}
#define TOOLS_MAT_CLASS mat
  TOOLS_MATCOM
#undef TOOLS_MAT_CLASS
private:
#ifdef TOOLS_MEM
  static const std::string& s_class() {
    static const std::string s_v("tools::mat");
    return s_v;
  }
#endif
public:
  mat(
#ifdef TOOLS_MEM
      bool a_inc = true
#endif
      ) {
#ifdef TOOLS_MEM
    if(a_inc) mem::increment(s_class().c_str());
#endif
#ifdef TOOLS_MAT_NEW
    m_vec = new T[D*D];
#endif
    for(unsigned int i=0;i<_D2;i++) m_vec[i] = zero();
  }
  virtual ~mat() {
#ifdef TOOLS_MAT_NEW
    delete [] m_vec;
#endif
#ifdef TOOLS_MEM
    mem::decrement(s_class().c_str());
#endif
  }
public:
  mat(const mat& a_from) {
#ifdef TOOLS_MEM
    mem::increment(s_class().c_str());
#endif
#ifdef TOOLS_MAT_NEW
    m_vec = new T[D*D];
#endif
    _copy(a_from.m_vec);
  }
  mat& operator=(const mat& a_from){
    if(&a_from==this) return *this;
    _copy(a_from.m_vec);
    return *this;
  }
public:
  mat(const T a_v[]){
#ifdef TOOLS_MEM
    mem::increment(s_class().c_str());
#endif
#ifdef TOOLS_MAT_NEW
    m_vec = new T[D*D];
#endif
    _copy(a_v);
  }
public:
  unsigned int dimension() const {return D;}
protected:
#ifdef TOOLS_MAT_NEW
  T* m_vec;
#else
  T m_vec[D*D];
#endif
 
private:static void check_instantiation() {mat<float,2> dummy;}
};
 
template <class T>
class nmat {
  unsigned int dim2() const {return m_D2;}
#define TOOLS_MAT_CLASS nmat
  TOOLS_MATCOM
#undef TOOLS_MAT_CLASS
private:
#ifdef TOOLS_MEM
  static const std::string& s_class() {
    static const std::string s_v("tools::nmat");
    return s_v;
  }
#endif
public:
  nmat(unsigned int a_D):m_D(a_D),m_D2(a_D*a_D),m_vec(0) {
#ifdef TOOLS_MEM
    mem::increment(s_class().c_str());
#endif
    m_vec = new T[m_D2];
    for(unsigned int i=0;i<m_D2;i++) m_vec[i] = zero();
  }
  virtual ~nmat() {
    delete [] m_vec;
#ifdef TOOLS_MEM
    mem::decrement(s_class().c_str());
#endif
  }
public:
  nmat(const nmat& a_from)
  :m_D(a_from.m_D),m_D2(a_from.m_D2),m_vec(0)
  {
#ifdef TOOLS_MEM
    mem::increment(s_class().c_str());
#endif
    m_vec = new T[m_D2];
    _copy(a_from.m_vec);
  }
  nmat& operator=(const nmat& a_from){
    if(&a_from==this) return *this;
    if(a_from.m_D!=m_D) {
      m_D = a_from.m_D;
      m_D2 = a_from.m_D2;
      delete [] m_vec;
      m_vec = new T[m_D2];
    }
    _copy(a_from.m_vec);
    return *this;
  }
public:
  nmat(unsigned int a_D,const T a_v[])
  :m_D(a_D),m_D2(a_D*a_D),m_vec(0)
  {
#ifdef TOOLS_MEM
    mem::increment(s_class().c_str());
#endif
    m_vec = new T[m_D2];
    _copy(a_v);
  }
public:
  unsigned int dimension() const {return m_D;}
protected:
  unsigned int m_D;
  unsigned int m_D2;
  T* m_vec;
private:static void check_instantiation() {nmat<float> dummy(2);}
};
 
template <class T,unsigned int D>
inline nmat<T> copy(const mat<T,D>& a_from) {
  unsigned int D2 = D*D;
  nmat<T> v(D);
  for(unsigned int i=0;i<D2;i++) v[i] = a_from[i];
  return v;
}
 
template <class VECTOR>
inline void multiply(VECTOR& a_vec,const typename VECTOR::value_type& a_mat) {
  //typedef typename VECTOR::size_type sz_t;
  //sz_t number = a_vec.size();
  //for(sz_t index=0;index<number;index++) a_vec[index] *= a_mat;
  typedef typename VECTOR::iterator it_t;
  for(it_t it=a_vec.begin();it!=a_vec.end();++it) *it *= a_mat;
}
 
template <class VECTOR>
inline void multiply(VECTOR& a_vec,const typename VECTOR::value_type::elem_t& a_value) {
  typedef typename VECTOR::iterator it_t;
  for(it_t it=a_vec.begin();it!=a_vec.end();++it) (*it).multiply(a_value);
}
 
 
template <class MAT>
inline void conjugate(MAT& a_m,typename MAT::elem_t (*a_conj)(const typename MAT::elem_t&)) {
  typedef typename MAT::elem_t T;
  T* pos = const_cast<T*>(a_m.data());
  unsigned int D2 = a_m.dimension()*a_m.dimension();
  for(unsigned int i=0;i<D2;i++,pos++) {
    *pos = a_conj(*pos); //T = std::complex<>
  }
}
 
template <class MAT>
inline bool is_real(MAT& a_m,typename MAT::elem_t::value_type (*a_imag)(const typename MAT::elem_t&)) {
  typedef typename MAT::elem_t T;
  T* pos = const_cast<T*>(a_m.data());
  unsigned int D2 = a_m.dimension()*a_m.dimension();
  for(unsigned int i=0;i<D2;i++,pos++) {if(a_imag(*pos)) return false;}
  return true;
}
 
template <class MAT,class PREC>
inline bool is_real_prec(MAT& a_m,typename MAT::elem_t::value_type (*a_imag)(const typename MAT::elem_t&),
                         const PREC& a_prec,PREC(*a_fabs)(const typename MAT::elem_t::value_type&)) {\
  typedef typename MAT::elem_t T;
  T* pos = const_cast<T*>(a_m.data());
  unsigned int D2 = a_m.dimension()*a_m.dimension();
  for(unsigned int i=0;i<D2;i++,pos++) {if(a_fabs(a_imag(*pos))>=a_prec) return false;}
  return true;
}
 
template <class MAT>
inline bool is_imag(MAT& a_m,typename MAT::elem_t::value_type (*a_real)(const typename MAT::elem_t&)) {
  typedef typename MAT::elem_t T;
  T* pos = const_cast<T*>(a_m.data());
  unsigned int D2 = a_m.dimension()*a_m.dimension();
  for(unsigned int i=0;i<D2;i++,pos++) {if(a_real(*pos)) return false;}
  return true;
}
 
template <class CMAT,class RMAT>
inline bool to_real(const CMAT& a_c,RMAT& a_r,typename CMAT::elem_t::value_type (*a_real)(const typename CMAT::elem_t&)) {
  if(a_r.dimension()!=a_c.dimension()) return false;
  typedef typename CMAT::elem_t CT;
  const CT* cpos = a_c.data();
  typedef typename RMAT::elem_t RT;
  RT* rpos = const_cast<RT*>(a_r.data());
  unsigned int D2 = a_c.dimension()*a_c.dimension();
  for(unsigned int i=0;i<D2;i++,cpos++,rpos++) *rpos = a_real(*cpos);
  return true;
}
 
template <class RMAT,class CMAT>
inline bool to_complex(const RMAT& a_r,CMAT& a_c) {
  if(a_c.dimension()!=a_r.dimension()) return false;
  typedef typename RMAT::elem_t RT;
  const RT* rpos = a_r.data();
  typedef typename CMAT::elem_t CT;
  CT* cpos = const_cast<CT*>(a_c.data());
  unsigned int D2 = a_r.dimension()*a_r.dimension();
  for(unsigned int i=0;i<D2;i++,rpos++,cpos++) *cpos = CT(*rpos);
  return true;
}
 
template <class MAT>
inline void dagger(MAT& a_m,typename MAT::elem_t (*a_conj)(const typename MAT::elem_t&)) {
  conjugate<MAT>(a_m,a_conj);
  a_m.transpose();
}
 
template <class CMAT,class RMAT>
inline bool decomplex(const CMAT& a_c,RMAT& a_r,
                      typename CMAT::elem_t::value_type (*a_real)(const typename CMAT::elem_t&),
                      typename CMAT::elem_t::value_type (*a_imag)(const typename CMAT::elem_t&)) {
  //  CMAT = X+iY
  //  RMAT = |  X  Y |
  //         | -Y  X |
  typedef typename CMAT::elem_t CT; //std::complex<double>
  typedef typename RMAT::elem_t RT; //double
 
  unsigned int cdim = a_c.dimension();
  if(a_r.dimension()!=2*cdim) {a_r.set_zero();return false;}
  RT value;unsigned int r,c;
  for(r=0;r<cdim;r++) {
    for(c=0;c<cdim;c++) {
      const CT& cvalue = a_c.value(r,c);
      value = a_real(cvalue);
      a_r.set_value(r,c,value);
      a_r.set_value(r+cdim,c+cdim,value);
      value = a_imag(cvalue);
      a_r.set_value(r,c+cdim,value);
      a_r.set_value(r+cdim,c,-value);
    }
  }
  return true;
}
 
template <class VEC_CMAT,class VEC_RMAT>
inline bool decomplex(
 const VEC_CMAT& a_vc,VEC_RMAT& a_vr
,typename VEC_CMAT::value_type::elem_t::value_type (*a_real)(const typename VEC_CMAT::value_type::elem_t&)
,typename VEC_CMAT::value_type::elem_t::value_type (*a_imag)(const typename VEC_CMAT::value_type::elem_t&)
) {
  //  CMAT = X+iY
  //  RMAT = |  X  Y |
  //         | -Y  X |
  typedef typename VEC_CMAT::size_type sz_t;
  sz_t number = a_vc.size();
  a_vr.resize(number);
  for(sz_t index=0;index<number;index++) {
    if(!decomplex(a_vc[index],a_vr[index],a_real,a_imag)) {
      a_vr.clear();
      return false;
    }
  }
  return true;
}
 
 
//for sf, mf :
//template <class T,unsigned int D>
//inline const T* get_data(const mat<T,D>& a_v) {return a_v.data();}
 
template <class MAT>
inline MAT commutator(const MAT& a1,const MAT& a2) {
  return a1*a2-a2*a1;
}
 
template <class MAT>
inline MAT anticommutator(const MAT& a1,const MAT& a2) {
  return a1*a2+a2*a1;
}
 
template <class MAT>
inline void commutator(const MAT& a1,const MAT& a2,MAT& a_tmp,MAT& a_res) {
  a_res = a1;
  a_res *= a2;
  a_tmp = a2;
  a_tmp *= a1;
  a_res -= a_tmp;
}
 
template <class MAT,class T>
inline void commutator(const MAT& a1,const MAT& a2,MAT& a_tmp,T a_vtmp[],MAT& a_res) {
  a_res = a1;
  a_res.mul_mtx(a2,a_vtmp);
  a_tmp = a2;
  a_tmp.mul_mtx(a1,a_vtmp);
  a_res -= a_tmp;
}
 
template <class MAT>
inline void anticommutator(const MAT& a1,const MAT& a2,MAT& a_tmp,MAT& a_res) {
  a_res = a1;
  a_res *= a2;
  a_tmp = a2;
  a_tmp *= a1;
  a_res += a_tmp;
}
 
template <class MAT,class T>
inline void anticommutator(const MAT& a1,const MAT& a2,MAT& a_tmp,T a_vtmp[],MAT& a_res) {
  a_res = a1;
  a_res.mul_mtx(a2,a_vtmp);
  a_tmp = a2;
  a_tmp.mul_mtx(a1,a_vtmp);
  a_res += a_tmp;
}
 
template <class T,unsigned int D>
inline bool commutator_equal(const mat<T,D>& a_1,const mat<T,D>& a_2,const mat<T,D>& a_c,const T& a_prec) {
  unsigned int order = D;
  const T* p1 = a_1.data();
  const T* p2 = a_2.data();
  const T* pc = a_c.data();
  for(unsigned int r=0;r<order;r++) {
    for(unsigned int c=0;c<order;c++) {
      T _12 = T();
     {for(unsigned int i=0;i<order;i++) {
        _12 += (*(p1+r+i*order)) * (*(p2+i+c*order));
      }}
      T _21 = T();
     {for(unsigned int i=0;i<order;i++) {
        _21 += (*(p2+r+i*order)) * (*(p1+i+c*order));
      }}
      T diff = (_12-_21) - *(pc+r+c*order);
      if(diff<T()) diff *= T(-1);
      if(diff>=a_prec) return false;
    }
  }
  return true;
}
 
template <class T,unsigned int D>
inline bool anticommutator_equal(const mat<T,D>& a_1,const mat<T,D>& a_2,const mat<T,D>& a_c,const T& a_prec) {
  unsigned int order = D;
  const T* p1 = a_1.data();
  const T* p2 = a_2.data();
  const T* pc = a_c.data();
  for(unsigned int r=0;r<order;r++) {
    for(unsigned int c=0;c<order;c++) {
      T _12 = T();
     {for(unsigned int i=0;i<order;i++) {
        _12 += (*(p1+r+i*order)) * (*(p2+i+c*order));
      }}
      T _21 = T();
     {for(unsigned int i=0;i<order;i++) {
        _21 += (*(p2+r+i*order)) * (*(p1+i+c*order));
      }}
      T diff = (_12+_21) - *(pc+r+c*order);
      if(diff<T()) diff *= T(-1);
      if(diff>=a_prec) return false;
    }
  }
  return true;
}
 
template <class T,unsigned int D>
inline mat<T,D> operator-(const mat<T,D>& a1,const mat<T,D>& a2) {
  mat<T,D> res(a1);
  res -= a2;
  return res;
}
template <class T,unsigned int D>
inline mat<T,D> operator+(const mat<T,D>& a1,const mat<T,D>& a2) {
  mat<T,D> res(a1);
  res += a2;
  return res;
}
template <class T,unsigned int D>
inline mat<T,D> operator*(const mat<T,D>& a1,const mat<T,D>& a2) {
  mat<T,D> res(a1);
  res *= a2;
  return res;
}
template <class T,unsigned int D>
inline mat<T,D> operator*(const T& a_fac,const mat<T,D>& a_m) {
  mat<T,D> res(a_m);
  res *= a_fac;
  return res;
}
/*
template <class T,unsigned int D>
inline mat<T,D> operator*(const mat<T,D>& a_m,const T& a_fac) {
  mat<T,D> res(a_m);
  res *= a_fac;
  return res;
}
*/
 
template <class T>
inline nmat<T> operator-(const nmat<T>& a1,const nmat<T>& a2) {
  nmat<T> res(a1);
  res -= a2;
  return res;
}
template <class T>
inline nmat<T> operator+(const nmat<T>& a1,const nmat<T>& a2) {
  nmat<T> res(a1);
  res += a2;
  return res;
}
template <class T>
inline nmat<T> operator*(const nmat<T>& a1,const nmat<T>& a2) {
  nmat<T> res(a1);
  res *= a2;
  return res;
}
template <class T>
inline nmat<T> operator*(const T& a_fac,const nmat<T>& a_m) {
  nmat<T> res(a_m);
  res *= a_fac;
  return res;
}
/*
template <class T>
inline nmat<T> operator*(const nmat<T>& a_m,const T& a_fac) {
  nmat<T> res(a_m);
  res *= a_fac;
  return res;
}
*/
 
template <class MAT,class REAL>
inline bool mat_fabs(const MAT& a_in,MAT& a_ou,REAL(*a_fabs)(const typename MAT::elem_t&)) {
  if(a_in.dimension()!=a_ou.dimension()) {a_ou.set_zero();return false;}
  typedef typename MAT::elem_t T;
  T* in_pos = const_cast<T*>(a_in.data());
  T* ou_pos = const_cast<T*>(a_ou.data());
  unsigned int D2 = a_in.dimension()*a_in.dimension();
  for(unsigned int i=0;i<D2;i++,in_pos++,ou_pos++) {*ou_pos = a_fabs(*in_pos);}
  return true;
}
 
}
 
/*
#include <cstdarg>
 
namespace tools {
 
template <class MAT>
inline void matrix_va_set(MAT& a_m,size_t a_dummy,...) {
  typedef typename MAT::elem_t T;
  va_list args;
  va_start(args,a_dummy);
  unsigned int D = a_m.dimension();
  for(unsigned int r=0;r<D;r++) {
    for(unsigned int c=0;c<D;c++) {
      a_m.set_value(r,c,va_arg(args,T));
    }
  }
  va_end(args);
}
 
}
*/
 
namespace tools {
 
#define TOOLS_MELEM const typename MAT::elem_t&
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01
,TOOLS_MELEM a_10,TOOLS_MELEM a_11
){
  //a_<R><C>
  //vec[R + C * 2];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[2] = a_01;
  vec[1] = a_10;vec[3] = a_11;
}
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01,TOOLS_MELEM a_02 //1 row
,TOOLS_MELEM a_10,TOOLS_MELEM a_11,TOOLS_MELEM a_12 //2 row
,TOOLS_MELEM a_20,TOOLS_MELEM a_21,TOOLS_MELEM a_22 //3 row
){
  //a_<R><C>
  //vec[R + C * 3];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[3] = a_01;vec[6] = a_02;
  vec[1] = a_10;vec[4] = a_11;vec[7] = a_12;
  vec[2] = a_20;vec[5] = a_21;vec[8] = a_22;
}
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01,TOOLS_MELEM a_02,TOOLS_MELEM a_03 //1 row
,TOOLS_MELEM a_10,TOOLS_MELEM a_11,TOOLS_MELEM a_12,TOOLS_MELEM a_13 //2 row
,TOOLS_MELEM a_20,TOOLS_MELEM a_21,TOOLS_MELEM a_22,TOOLS_MELEM a_23 //3 row
,TOOLS_MELEM a_30,TOOLS_MELEM a_31,TOOLS_MELEM a_32,TOOLS_MELEM a_33 //4 row
){
  //a_<R><C>
  //vec[R + C * 4];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[4] = a_01;vec[ 8] = a_02;vec[12] = a_03;
  vec[1] = a_10;vec[5] = a_11;vec[ 9] = a_12;vec[13] = a_13;
  vec[2] = a_20;vec[6] = a_21;vec[10] = a_22;vec[14] = a_23;
  vec[3] = a_30;vec[7] = a_31;vec[11] = a_32;vec[15] = a_33;
}
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01,TOOLS_MELEM a_02,TOOLS_MELEM a_03,TOOLS_MELEM a_04 //1 row
,TOOLS_MELEM a_10,TOOLS_MELEM a_11,TOOLS_MELEM a_12,TOOLS_MELEM a_13,TOOLS_MELEM a_14 //2 row
,TOOLS_MELEM a_20,TOOLS_MELEM a_21,TOOLS_MELEM a_22,TOOLS_MELEM a_23,TOOLS_MELEM a_24 //3 row
,TOOLS_MELEM a_30,TOOLS_MELEM a_31,TOOLS_MELEM a_32,TOOLS_MELEM a_33,TOOLS_MELEM a_34 //4 row
,TOOLS_MELEM a_40,TOOLS_MELEM a_41,TOOLS_MELEM a_42,TOOLS_MELEM a_43,TOOLS_MELEM a_44 //5 row
){
  //a_<R><C>
  //vec[R + C * 5];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[5] = a_01;vec[10] = a_02;vec[15] = a_03;vec[20] = a_04;
  vec[1] = a_10;vec[6] = a_11;vec[11] = a_12;vec[16] = a_13;vec[21] = a_14;
  vec[2] = a_20;vec[7] = a_21;vec[12] = a_22;vec[17] = a_23;vec[22] = a_24;
  vec[3] = a_30;vec[8] = a_31;vec[13] = a_32;vec[18] = a_33;vec[23] = a_34;
  vec[4] = a_40;vec[9] = a_41;vec[14] = a_42;vec[19] = a_43;vec[24] = a_44;
}
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01,TOOLS_MELEM a_02,TOOLS_MELEM a_03,TOOLS_MELEM a_04,TOOLS_MELEM a_05 //1 row
,TOOLS_MELEM a_10,TOOLS_MELEM a_11,TOOLS_MELEM a_12,TOOLS_MELEM a_13,TOOLS_MELEM a_14,TOOLS_MELEM a_15 //2 row
,TOOLS_MELEM a_20,TOOLS_MELEM a_21,TOOLS_MELEM a_22,TOOLS_MELEM a_23,TOOLS_MELEM a_24,TOOLS_MELEM a_25 //3 row
,TOOLS_MELEM a_30,TOOLS_MELEM a_31,TOOLS_MELEM a_32,TOOLS_MELEM a_33,TOOLS_MELEM a_34,TOOLS_MELEM a_35 //4 row
,TOOLS_MELEM a_40,TOOLS_MELEM a_41,TOOLS_MELEM a_42,TOOLS_MELEM a_43,TOOLS_MELEM a_44,TOOLS_MELEM a_45 //5 row
,TOOLS_MELEM a_50,TOOLS_MELEM a_51,TOOLS_MELEM a_52,TOOLS_MELEM a_53,TOOLS_MELEM a_54,TOOLS_MELEM a_55 //6 row
){
  //a_<R><C>
  //vec[R + C * 6];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[ 6] = a_01;vec[12] = a_02;vec[18] = a_03;vec[24] = a_04;vec[30] = a_05;
  vec[1] = a_10;vec[ 7] = a_11;vec[13] = a_12;vec[19] = a_13;vec[25] = a_14;vec[31] = a_15;
  vec[2] = a_20;vec[ 8] = a_21;vec[14] = a_22;vec[20] = a_23;vec[26] = a_24;vec[32] = a_25;
  vec[3] = a_30;vec[ 9] = a_31;vec[15] = a_32;vec[21] = a_33;vec[27] = a_34;vec[33] = a_35;
  vec[4] = a_40;vec[10] = a_41;vec[16] = a_42;vec[22] = a_43;vec[28] = a_44;vec[34] = a_45;
  vec[5] = a_50;vec[11] = a_51;vec[17] = a_52;vec[23] = a_53;vec[29] = a_54;vec[35] = a_55;
}
 
template <class MAT>
inline void matrix_set(MAT& a_m
,TOOLS_MELEM a_00,TOOLS_MELEM a_01,TOOLS_MELEM a_02,TOOLS_MELEM a_03,TOOLS_MELEM a_04,TOOLS_MELEM a_05,TOOLS_MELEM a_06,TOOLS_MELEM a_07,TOOLS_MELEM a_08,TOOLS_MELEM a_09 //1 row
,TOOLS_MELEM a_10,TOOLS_MELEM a_11,TOOLS_MELEM a_12,TOOLS_MELEM a_13,TOOLS_MELEM a_14,TOOLS_MELEM a_15,TOOLS_MELEM a_16,TOOLS_MELEM a_17,TOOLS_MELEM a_18,TOOLS_MELEM a_19 //2 row
,TOOLS_MELEM a_20,TOOLS_MELEM a_21,TOOLS_MELEM a_22,TOOLS_MELEM a_23,TOOLS_MELEM a_24,TOOLS_MELEM a_25,TOOLS_MELEM a_26,TOOLS_MELEM a_27,TOOLS_MELEM a_28,TOOLS_MELEM a_29 //3 row
,TOOLS_MELEM a_30,TOOLS_MELEM a_31,TOOLS_MELEM a_32,TOOLS_MELEM a_33,TOOLS_MELEM a_34,TOOLS_MELEM a_35,TOOLS_MELEM a_36,TOOLS_MELEM a_37,TOOLS_MELEM a_38,TOOLS_MELEM a_39 //4 row
,TOOLS_MELEM a_40,TOOLS_MELEM a_41,TOOLS_MELEM a_42,TOOLS_MELEM a_43,TOOLS_MELEM a_44,TOOLS_MELEM a_45,TOOLS_MELEM a_46,TOOLS_MELEM a_47,TOOLS_MELEM a_48,TOOLS_MELEM a_49 //5 row
,TOOLS_MELEM a_50,TOOLS_MELEM a_51,TOOLS_MELEM a_52,TOOLS_MELEM a_53,TOOLS_MELEM a_54,TOOLS_MELEM a_55,TOOLS_MELEM a_56,TOOLS_MELEM a_57,TOOLS_MELEM a_58,TOOLS_MELEM a_59 //6 row
,TOOLS_MELEM a_60,TOOLS_MELEM a_61,TOOLS_MELEM a_62,TOOLS_MELEM a_63,TOOLS_MELEM a_64,TOOLS_MELEM a_65,TOOLS_MELEM a_66,TOOLS_MELEM a_67,TOOLS_MELEM a_68,TOOLS_MELEM a_69 //7 row
,TOOLS_MELEM a_70,TOOLS_MELEM a_71,TOOLS_MELEM a_72,TOOLS_MELEM a_73,TOOLS_MELEM a_74,TOOLS_MELEM a_75,TOOLS_MELEM a_76,TOOLS_MELEM a_77,TOOLS_MELEM a_78,TOOLS_MELEM a_79 //8 row
,TOOLS_MELEM a_80,TOOLS_MELEM a_81,TOOLS_MELEM a_82,TOOLS_MELEM a_83,TOOLS_MELEM a_84,TOOLS_MELEM a_85,TOOLS_MELEM a_86,TOOLS_MELEM a_87,TOOLS_MELEM a_88,TOOLS_MELEM a_89 //9 row
,TOOLS_MELEM a_90,TOOLS_MELEM a_91,TOOLS_MELEM a_92,TOOLS_MELEM a_93,TOOLS_MELEM a_94,TOOLS_MELEM a_95,TOOLS_MELEM a_96,TOOLS_MELEM a_97,TOOLS_MELEM a_98,TOOLS_MELEM a_99 //10 row
 
){
  //a_<R><C>
  //vec[R + C * 10];
  typename MAT::elem_t* vec = const_cast<typename MAT::elem_t*>(a_m.data());
  vec[0] = a_00;vec[10] = a_01;vec[20] = a_02;vec[30] = a_03;vec[40] = a_04;vec[50] = a_05;vec[60] = a_06;vec[70] = a_07;vec[80] = a_08;vec[90] = a_09;
  vec[1] = a_10;vec[11] = a_11;vec[21] = a_12;vec[31] = a_13;vec[41] = a_14;vec[51] = a_15;vec[61] = a_16;vec[71] = a_17;vec[81] = a_18;vec[91] = a_19;
  vec[2] = a_20;vec[12] = a_21;vec[22] = a_22;vec[32] = a_23;vec[42] = a_24;vec[52] = a_25;vec[62] = a_26;vec[72] = a_27;vec[82] = a_28;vec[92] = a_29;
  vec[3] = a_30;vec[13] = a_31;vec[23] = a_32;vec[33] = a_33;vec[43] = a_34;vec[53] = a_35;vec[63] = a_36;vec[73] = a_37;vec[83] = a_38;vec[93] = a_39;
  vec[4] = a_40;vec[14] = a_41;vec[24] = a_42;vec[34] = a_43;vec[44] = a_44;vec[54] = a_45;vec[64] = a_46;vec[74] = a_47;vec[84] = a_48;vec[94] = a_49;
  vec[5] = a_50;vec[15] = a_51;vec[25] = a_52;vec[35] = a_53;vec[45] = a_54;vec[55] = a_55;vec[65] = a_56;vec[75] = a_57;vec[85] = a_58;vec[95] = a_59;
  vec[6] = a_60;vec[16] = a_61;vec[26] = a_62;vec[36] = a_63;vec[46] = a_64;vec[56] = a_65;vec[66] = a_66;vec[76] = a_67;vec[86] = a_68;vec[96] = a_69;
  vec[7] = a_70;vec[17] = a_71;vec[27] = a_72;vec[37] = a_73;vec[47] = a_74;vec[57] = a_75;vec[67] = a_76;vec[77] = a_77;vec[87] = a_78;vec[97] = a_79;
  vec[8] = a_80;vec[18] = a_81;vec[28] = a_82;vec[38] = a_83;vec[48] = a_84;vec[58] = a_85;vec[68] = a_86;vec[78] = a_87;vec[88] = a_88;vec[98] = a_89;
  vec[9] = a_90;vec[19] = a_91;vec[29] = a_92;vec[39] = a_93;vec[49] = a_94;vec[59] = a_95;vec[69] = a_96;vec[79] = a_97;vec[89] = a_98;vec[99] = a_99;
}
 
#undef TOOLS_MELEM
 
}
 
#include <ostream>
 
namespace tools {
 
//NOTE : print is a Python keyword.
template <class MAT>
inline void dump(std::ostream& a_out,const std::string& aCMT,const MAT& a_matrix) {
  if(aCMT.size()) a_out << aCMT << std::endl;
  unsigned int D = a_matrix.dimension();
  for(unsigned int r=0;r<D;r++) {
    for(unsigned int c=0;c<D;c++) {
      a_out << " " << a_matrix.value(r,c);
    }
    a_out << std::endl;
  }
}
 
template <class MAT>
inline bool check_invert(const MAT& a_matrix,std::ostream& a_out) {
  MAT I;I.set_identity();
  MAT tmp;
  if(!a_matrix.invert(tmp)) return false;
  tmp.mul_mtx(a_matrix);
  if(!tmp.equal(I)) {
    dump(a_out,"problem with inv of :",a_matrix);
    return false;
  }
  return true;
}
 
}
 
#endif