2013-08-08 05:34:54 +08:00
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#ifndef SPARSEVECTOR_H
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#define SPARSEVECTOR_H
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#include "MatrixLibrary.h"
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namespace ATC_matrix {
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// No C++ templated typedefs, so use a define, gets cleaned up at end,
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// so don't use outside of this class
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#define STORE typename std::map<INDEX, T>
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template<class T> class SparseVector;
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template<class T> T dot(const SparseVector<T> &a, const SparseVector<T> &b);
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/**
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* @class SparseVector
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* @brief Class for vectors that contain a majority of zero elements and provides relevant operations
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*/
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template<class T>
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class SparseVector : public Vector<T> {
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//* Multiplies a Matrix by a SparseVector (M*v) and returns a DenseVector.
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friend DenseVector<T> operator*<T>(const Matrix<T> &M, const SparseVector<T> &v);
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//* Multiplies a SparseVector by a Matrix (M'*v) and returns a DenseVector.
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friend DenseVector<T> operator*<T>(const SparseVector<T> &v, const Matrix<T> &M);
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//* Computes the dot product between two SparseVectors of equal length.
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#ifdef __INTEL_COMPILER
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// for use on Intel compilers
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template<class T> friend T dot(const SparseVector<T> &a, const SparseVector<T> &b);
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#else
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// for use with gcc
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friend T dot<T>(const SparseVector<T> &a, const SparseVector<T> &b);
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#endif
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2020-03-14 11:38:28 +08:00
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//* computes the product of a SparseMatrix transpose with a SparseVector (M'*v).
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2013-08-08 05:34:54 +08:00
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friend SparseVector<T> operator*<T>(const SparseMatrix<T> &M, const SparseVector<T> &v);
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2020-03-14 11:38:28 +08:00
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//* computes the product of a SparseMatrix transpose with a SparseVector (M'*v).
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2013-08-08 05:34:54 +08:00
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friend SparseVector<T> operator*<T>(const SparseVector<T> &v, const SparseMatrix<T> &M);
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public:
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//* Constructor - sets length of vector (NOT # of nonzeros).
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SparseVector(INDEX length=0);
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//* Copies another SparseVector
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SparseVector(const SparseVector<T> &c);
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//* Copies a general Vector (avoid if possible, its going to be slow).
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SparseVector(const Vector<T> &c);
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//* Overrides output to string function to list only nonzeros and indices.
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std::string to_string() const;
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//* Indexing operators (w/ const overloading).
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//@{
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T operator()(INDEX i, INDEX j=0) const;
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T& operator()(INDEX i, INDEX j=0);
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T operator[](INDEX i) const;
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T& operator[](INDEX i);
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//* Returns a pair (index, value) for a nonzero in the vector.
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std::pair<INDEX, T> pair(INDEX i) const;
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//@}
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//* assignment operators
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//@{
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SparseVector<T>& operator=(const SparseVector<T> &c);
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SparseVector<T>& operator=(Vector<T> &c);
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//@}
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//* Return the number of rows in the Vector.
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INDEX nRows() const;
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//* Returns the number of columns - always 1.
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INDEX nCols() const { return 1; }
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//* Change # of Vector rows Vector and optionally keeps nonzeros (ignores nCols).
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void resize(INDEX nRows, INDEX nCols=1, bool copy=0);
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//* Return the number of nonzeros in the Vector.
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INDEX size() const;
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//* Changes size of Vector rows and optionally removes nonzeros.
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void reset (INDEX nRows, INDEX nCols=1, bool zero=0);
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//* zeros out all elements while preserving sparcity pattern
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void zero();
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2020-03-14 11:38:28 +08:00
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//* TODO implement copy (or maybe not necessary)
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2013-08-08 05:34:54 +08:00
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void copy(const T* ptr, INDEX nRows, INDEX nCols=1);
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2020-03-14 11:38:28 +08:00
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//* Writes a restart file (TODO implement this if needed/wanted).
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2013-08-08 05:34:54 +08:00
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void write_restart(FILE *F) const;
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//* Adds SparseVector x, scaled by s to this one. Can be different sparcity.
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void add_scaled(SparseVector<T>& x, const T& s);
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// output to matlab (is this needed)
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// using Matrix<T>::matlab;
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//* Writes a matlab string to a stream that creates this object with a name.
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2013-08-22 07:06:07 +08:00
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void matlab(std::ostream &o, const std::string &s="v") const;
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2013-08-08 05:34:54 +08:00
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protected:
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//* Banned operators
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//@{
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SparseVector(const Matrix<T> &c);
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SparseVector<T>& operator=(Matrix<T> &c);
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T* ptr() const {return NULL; }
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//@}
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STORE data_; //*> sparse data structure
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INDEX length_; //*> number of rows
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};
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} // end namespace
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#include "SparseVector-inl.h"
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#undef STORE
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#endif
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