Matrix.hpp

Go to the documentation of this file.

#ifndef TATAMI_MATRIX_H
#define TATAMI_MATRIX_H
 
#include "Extractor.hpp"
#include "Options.hpp"
#include "Oracle.hpp"
#include <algorithm>
#include <numeric>
#include <memory>
 
namespace tatami {
 
template<typename Index_>
using VectorPtr = std::shared_ptr<const std::vector<Index_> >;
 
template <typename Value_, typename Index_>
class Matrix {
public:
    Matrix() = default;
    Matrix(const Matrix&) = default;
    Matrix& operator=(const Matrix&) = default;
    Matrix(Matrix&&) = default;
    Matrix& operator=(Matrix&&) = default;
    virtual ~Matrix() = default;
    typedef Value_ value_type;
 
    typedef Index_ index_type;
 
    /*******************************
     **** Basic virtual methods ****
     *******************************/
public:
    virtual Index_ nrow() const = 0;
 
    virtual Index_ ncol() const = 0;
 
    virtual bool is_sparse() const = 0;
 
    // Back-compatibility only.
    bool sparse() const {
        return is_sparse();
    }
 
    bool sparse_proportion() const {
        return is_sparse_proportion();
    }
    virtual double is_sparse_proportion() const = 0;
 
    virtual bool prefer_rows() const = 0;
 
    virtual double prefer_rows_proportion() const = 0;
 
    virtual bool uses_oracle(bool row) const = 0;
 
    /******************************
     **** Myopic dense methods ****
     ******************************/
public:
    virtual std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense(bool row, const Options& opt) const = 0;
 
    virtual std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense(bool row, Index_ block_start, Index_ block_length, const Options& opt) const = 0;
 
    virtual std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense(bool row, VectorPtr<Index_> indices_ptr, const Options& opt) const = 0;
 
public: // ==== Convenience methods ====
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(const Options& opt) const {
        return dense(true, opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(Index_ block_start, Index_ block_length, const Options& opt) const {
        return dense(true, block_start, block_length, opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return dense(true, std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(std::vector<Index_> indices, const Options& opt) const {
        return dense_row(std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(const Options& opt) const {
        return dense(false, opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(Index_ block_start, Index_ block_length, const Options& opt) const {
        return dense(false, block_start, block_length, opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return dense(false, std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(std::vector<Index_> indices, const Options& opt) const {
        return dense_column(std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
public: // ==== Default option overloads ====
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row() const {
        return dense_row(Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(Index_ block_start, Index_ block_length) const {
        return dense_row(block_start, block_length, Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(VectorPtr<Index_> indices_ptr) const {
        return dense_row(std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_row(std::vector<Index_> indices) const {
        return dense_row(std::move(indices), Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column() const {
        return dense_column(Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(Index_ block_start, Index_ block_length) const {
        return dense_column(block_start, block_length, Options());
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(VectorPtr<Index_> indices_ptr) const {
        return dense_column(std::move(indices_ptr), Options()); 
    }
 
    std::unique_ptr<MyopicDenseExtractor<Value_, Index_> > dense_column(std::vector<Index_> indices) const {
        return dense_column(std::move(indices), Options()); 
    }
 
    /******************************
     **** Myopic sparse access ****
     ******************************/
public:
    virtual std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse(bool row, const Options& opt) const = 0;
 
    virtual std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse(bool row, Index_ block_start, Index_ block_length, const Options& opt) const = 0;
 
    virtual std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse(bool row, VectorPtr<Index_> indices_ptr, const Options& opt) const = 0;
 
public: // ==== Convenience methods ====
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(const Options& opt) const {
        return sparse(true, opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(Index_ block_start, Index_ block_length, const Options& opt) const {
        return sparse(true, block_start, block_length, opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return sparse(true, std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(std::vector<Index_> indices, const Options& opt) const {
        return sparse_row(std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(const Options& opt) const {
        return sparse(false, opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(Index_ block_start, Index_ block_length, const Options& opt) const {
        return sparse(false, block_start, block_length, opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return sparse(false, std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(std::vector<Index_> indices, const Options& opt) const {
        return sparse_column(std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
public: // ==== Default option overloads ====
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row() const {
        return sparse_row(Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(Index_ block_start, Index_ block_length) const {
        return sparse_row(block_start, block_length, Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(VectorPtr<Index_> indices_ptr) const {
        return sparse_row(std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_row(std::vector<Index_> indices) const {
        return sparse_row(std::move(indices), Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column() const {
        return sparse_column(Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(Index_ block_start, Index_ block_length) const {
        return sparse_column(block_start, block_length, Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(VectorPtr<Index_> indices_ptr) const {
        return sparse_column(std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<MyopicSparseExtractor<Value_, Index_> > sparse_column(std::vector<Index_> indices) const {
        return sparse_column(std::move(indices), Options());
    }
 
    /*******************************
     **** Oracular dense access ****
     *******************************/
public:
    virtual std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense(bool row, std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const = 0;
 
    virtual std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense(bool row, std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const = 0;
 
    virtual std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense(bool row, std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const = 0;
 
public: // ==== Convenience methods ====
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const {
        return dense(true, std::move(oracle), opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const {
        return dense(true, std::move(oracle), block_start, block_length, opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return dense(true, std::move(oracle), std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices, const Options& opt) const {
        return dense_row(std::move(oracle), std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    } 
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const {
        return dense(false, std::move(oracle), opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const {
        return dense(false, std::move(oracle), block_start, block_length, opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return dense(false, std::move(oracle), std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices, const Options& opt) const {
        return dense_column(std::move(oracle), std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
public: // ==== Default option overloads ====
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle) const {
        return dense_row(std::move(oracle), Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length) const {
        return dense_row(std::move(oracle), block_start, block_length, Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr) const {
        return dense_row(std::move(oracle), std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_row(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices) const {
        return dense_row(std::move(oracle), std::move(indices), Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle) const {
        return dense_column(std::move(oracle), Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length) const {
        return dense_column(std::move(oracle), block_start, block_length, Options());
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr) const {
        return dense_column(std::move(oracle), std::move(indices_ptr), Options()); 
    }
 
    std::unique_ptr<OracularDenseExtractor<Value_, Index_> > dense_column(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices) const {
        return dense_column(std::move(oracle), std::move(indices), Options()); 
    }
 
    /*********************************
     **** Oracular sparse methods ****
     *********************************/
public:
    virtual std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse(bool row, std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const = 0;
 
    virtual std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse(bool row, std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const = 0;
 
    virtual std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse(bool row, std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const = 0;
 
public: // ==== Convenience methods ====
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const {
        return sparse(true, std::move(oracle), opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const {
        return sparse(true, std::move(oracle), block_start, block_length, opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return sparse(true, std::move(oracle), std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices, const Options& opt) const {
        return sparse_row(std::move(oracle), std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, const Options& opt) const {
        return sparse(false, std::move(oracle), opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length, const Options& opt) const {
        return sparse(false, std::move(oracle), block_start, block_length, opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr, const Options& opt) const {
        return sparse(false, std::move(oracle), std::move(indices_ptr), opt);
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices, const Options& opt) const {
        return sparse_column(std::move(oracle), std::make_shared<std::vector<Index_> >(std::move(indices)), opt);
    }
 
public: // ==== Default option overloads ====
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle) const {
        return sparse_row(std::move(oracle), Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length) const {
        return sparse_row(std::move(oracle), block_start, block_length, Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr) const {
        return sparse_row(std::move(oracle), std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_row(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices) const {
        return sparse_row(std::move(oracle), std::move(indices), Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle) const {
        return sparse_column(std::move(oracle), Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, Index_ block_start, Index_ block_length) const {
        return sparse_column(std::move(oracle), block_start, block_length, Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, VectorPtr<Index_> indices_ptr) const {
        return sparse_column(std::move(oracle), std::move(indices_ptr), Options());
    }
 
    std::unique_ptr<OracularSparseExtractor<Value_, Index_> > sparse_column(std::shared_ptr<const Oracle<Index_> > oracle, std::vector<Index_> indices) const {
        return sparse_column(std::move(oracle), std::move(indices), Options());
    }
};
 
using NumericMatrix = Matrix<double, int>;
 
}
 
#endif