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eigen/Eigen/src/SparseLU/SparseLU_Matrix.h

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// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2012 Désiré Nuentsa-Wakam <desire.nuentsa_wakam@inria.fr>
// Copyright (C) 2012 Gael Guennebaud <gael.guennebaud@inria.fr>
//
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// 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/.
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#ifndef EIGEN_SPARSELU_MATRIX_H
#define EIGEN_SPARSELU_MATRIX_H
/** \ingroup SparseLU_Module
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* \brief a class to manipulate the L supernodal factor from the SparseLU factorization
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*
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* This class contain the data to easily store
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* and manipulate the supernodes during the factorization and solution phase of Sparse LU.
* Only the lower triangular matrix has supernodes.
*
* NOTE : This class corresponds to the SCformat structure in SuperLU
*
*/
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/* TO DO
* InnerIterator as for sparsematrix
* SuperInnerIterator to iterate through all supernodes
* Function for triangular solve
*/
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template <typename _Scalar, typename _Index>
class SuperNodalMatrix
{
public:
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typedef _Scalar Scalar;
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typedef _Index Index;
typedef Matrix<Index,Dynamic,1> IndexVector;
typedef Matrix<Scalar,Dynamic,1> ScalarVector;
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public:
SuperNodalMatrix()
{
}
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SuperNodalMatrix(int m, int n, ScalarVector& nzval, IndexVector& nzval_colptr, IndexVector& rowind,
IndexVector& rowind_colptr, IndexVector& col_to_sup, IndexVector& sup_to_col )
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{
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setInfos(m, n, nzval, nzval_colptr, rowind, rowind_colptr, col_to_sup, sup_to_col);
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}
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~SuperNodalMatrix()
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{
}
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/**
* Set appropriate pointers for the lower triangular supernodal matrix
* These infos are available at the end of the numerical factorization
* FIXME This class will be modified such that it can be use in the course
* of the factorization.
*/
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void setInfos(int m, int n, ScalarVector& nzval, IndexVector& nzval_colptr, IndexVector& rowind,
IndexVector& rowind_colptr, IndexVector& col_to_sup, IndexVector& sup_to_col )
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{
m_row = m;
m_col = n;
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m_nzval = nzval.data();
m_nzval_colptr = nzval_colptr.data();
m_rowind = rowind.data();
m_rowind_colptr = rowind_colptr.data();
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m_nsuper = col_to_sup(n);
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m_col_to_sup = col_to_sup.data();
m_sup_to_col = sup_to_col.data();
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}
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/**
* Number of rows
*/
int rows()
{
return m_row;
}
/**
* Number of columns
*/
int cols()
{
return m_col;
}
/**
* Return the array of nonzero values packed by column
*
* The size is nnz
*/
Scalar* valuePtr()
{
return m_nzval;
}
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const Scalar* valuePtr() const
{
return m_nzval;
}
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/**
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* Return the pointers to the beginning of each column in \ref valuePtr()
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*/
Index* colIndexPtr()
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{
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return m_nzval_colptr;
}
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const Index* colIndexPtr() const
{
return m_nzval_colptr;
}
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/**
* Return the array of compressed row indices of all supernodes
*/
Index* rowIndex()
{
return m_rowind;
}
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const Index* rowIndex() const
{
return m_rowind;
}
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/**
* Return the location in \em rowvaluePtr() which starts each column
*/
Index* rowIndexPtr()
{
return m_rowind_colptr;
}
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const Index* rowIndexPtr() const
{
return m_rowind_colptr;
}
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/**
* Return the array of column-to-supernode mapping
*/
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Index* colToSup()
{
return m_col_to_sup;
}
const Index* colToSup() const
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{
return m_col_to_sup;
}
/**
* Return the array of supernode-to-column mapping
*/
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Index* supToCol()
{
return m_sup_to_col;
}
const Index* supToCol() const
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{
return m_sup_to_col;
}
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/**
* Return the number of supernodes
*/
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int nsuper() const
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{
return m_nsuper;
}
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class InnerIterator;
class SuperNodeIterator;
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protected:
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Index m_row; // Number of rows
Index m_col; // Number of columns
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Index m_nsuper; // Number of supernodes
Scalar* m_nzval; //array of nonzero values packed by column
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Index* m_nzval_colptr; //nzval_colptr[j] Stores the location in nzval[] which starts column j
Index* m_rowind; // Array of compressed row indices of rectangular supernodes
Index* m_rowind_colptr; //rowind_colptr[j] stores the location in rowind[] which starts column j
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Index* m_col_to_sup; // col_to_sup[j] is the supernode number to which column j belongs
Index* m_sup_to_col; //sup_to_col[s] points to the starting column of the s-th supernode
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private :
};
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/**
* \brief InnerIterator class to iterate over nonzero values in the triangular supernodal matrix
*
*/
template<typename Scalar, typename Index>
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class SuperNodalMatrix<Scalar,Index>::InnerIterator
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{
public:
InnerIterator(const SuperNodalMatrix& mat, Index outer)
: m_matrix(mat),
m_outer(outer),
m_idval(mat.colIndexPtr()[outer]),
m_startval(m_idval),
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m_endval(mat.colIndexPtr()[outer+1]),
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m_idrow(mat.rowIndexPtr()[outer]),
m_startidrow(m_idrow),
m_endidrow(mat.rowIndexPtr()[outer+1])
{}
inline InnerIterator& operator++()
{
m_idval++;
m_idrow++ ;
return *this;
}
inline Scalar value() const { return m_matrix.valuePtr()[m_idval]; }
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inline Scalar& valueRef() { return const_cast<Scalar&>(m_matrix.valuePtr()[m_idval]); }
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inline Index index() const { return m_matrix.rowIndex()[m_idrow]; }
inline Index row() const { return index(); }
inline Index col() const { return m_outer; }
inline Index supIndex() const { return m_matrix.colToSup()[m_outer]; }
inline operator bool() const
{
return ( (m_idval < m_endval) && (m_idval > m_startval) &&
(m_idrow < m_endidrow) && (m_idrow > m_startidrow) );
}
protected:
const SuperNodalMatrix& m_matrix; // Supernodal lower triangular matrix
const Index m_outer; // Current column
Index m_idval; //Index to browse the values in the current column
const Index m_startval; // Start of the column value
const Index m_endval; // End of the column value
Index m_idrow; //Index to browse the row indices
const Index m_startidrow; // Start of the row indices of the current column value
const Index m_endidrow; // End of the row indices of the current column value
};
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/**
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* \brief Iterator class to iterate over Supernodes in the triangular supernodal matrix
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*
* The final goal is to use this class when dealing with supernodes during numerical factorization
*/
template<typename Scalar, typename Index>
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class SuperNodalMatrix<Scalar,Index>::SuperNodeIterator
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{
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public:
SuperNodeIterator(const SuperNodalMatrix& mat)
{
}
SuperNodeIterator(const SuperNodalMatrix& mat, Index supno)
{
}
/*
* Available Methods :
* Browse all supernodes (operator ++ )
* Number of supernodes
* Columns of the current supernode
* triangular matrix of the current supernode
* rectangular part of the current supernode
*/
protected:
const SuperNodalMatrix& m_matrix; // Supernodal lower triangular matrix
Index m_idsup; // Index to browse all supernodes
const Index m_nsuper; // Number of all supernodes
Index m_startidsup;
Index m_endidsup;
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};
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#endif