Expression.h

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/*******************************************************************************
 * Copyright (C) 2017-2023 Theodore Chang
 *
 * This program is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation, either version 3 of the License, or
 * (at your option) any later version.
 *
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 *
 * You should have received a copy of the GNU General Public License
 * along with this program.  If not, see <http://www.gnu.org/licenses/>.
 ******************************************************************************/
#ifndef EXPRESSION_H
#define EXPRESSION_H
 
#include <Domain/Tag.h>
#include <exprtk/exprtk.hpp>
 
class Expression : public Tag {
    static std::mutex parser_mutex;
    static exprtk::parser<double> parser;
 
    std::string expression_text;
 
protected:
    Col<double> x;
 
    exprtk::expression<double> expression;
 
    exprtk::symbol_table<double> symbol_table;
 
public:
    explicit Expression(unsigned, const std::string&);
 
    [[nodiscard]] virtual uword input_size() const;
    [[nodiscard]] virtual uword output_size() const;
 
    bool compile(const std::string&);
    static string error();
 
    Mat<double> evaluate(double);
    virtual Mat<double> evaluate(const Col<double>&) = 0;
 
    Mat<double> gradient(double);
    virtual Mat<double> gradient(const Col<double>&) = 0;
 
    void print() override;
};
 
class SimpleScalarExpression : public Expression {
public:
    using Expression::Expression;
 
    Mat<double> evaluate(const Col<double>&) override;
 
    Mat<double> gradient(const Col<double>&) override;
};
 
class SimpleVectorExpression : public Expression {
    Col<double> y;
 
public:
    SimpleVectorExpression(unsigned, const std::string&, const std::string&);
 
    [[nodiscard]] uword output_size() const override;
 
    Mat<double> evaluate(const Col<double>&) override;
 
    Mat<double> gradient(const Col<double>&) override { throw std::runtime_error("gradient is not implemented for vector expression"); }
};
 
#endif