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/*
 * LogicalDataType.hh
 * @brief is a complement of ParamData.hh, contain mathematics function between ParamData element
 * @see paramData.hh
 *  Created on: Dec 21, 2012
 *      Author: f.casimir
 */

#ifndef LOGICALDATATYPE_HH_
#define LOGICALDATATYPE_HH_
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#define MU_0 1.25664e-06
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#define RE 6.3712e+06
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#include <vector>
#include <cmath>
#include "ParamData.hh"
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inline AMDA::Parameters::LogicalData castToLogicalData(int a) {
    if (isNAN(a)) {
        return AMDA::Parameters::LogicalData::NaN;
    }
    return (a >= 1) ? AMDA::Parameters::LogicalData::True : AMDA::Parameters::LogicalData::False;
}

inline AMDA::Parameters::LogicalData castToLogicalData(AMDA::Parameters::LogicalData a) {
    return a;
}
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/**
 * @brief Operator And (&&) between LogicalData
 */
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template<typename Type1, typename Type2>
inline AMDA::Parameters::LogicalData And(Type1 a, Type2 b) {
    AMDA::Parameters::LogicalData aa = castToLogicalData(a);
    AMDA::Parameters::LogicalData bb = castToLogicalData(b);
    AMDA::Parameters::LogicalData res = AMDA::Parameters::LogicalData::NaN;
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    if (aa != AMDA::Parameters::LogicalData::NaN && bb != AMDA::Parameters::LogicalData::NaN) {
        res = ((aa == AMDA::Parameters::LogicalData::True) && (bb == AMDA::Parameters::LogicalData::True)) ? AMDA::Parameters::LogicalData::True : AMDA::Parameters::LogicalData::False;
    }
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    return res;
}
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/**
 * @brief Operator Or (||) between LogicalData
 */
template<typename Type1, typename Type2>
inline AMDA::Parameters::LogicalData Or(Type1 a, Type2 b) {
    AMDA::Parameters::LogicalData aa = castToLogicalData(a);
    AMDA::Parameters::LogicalData bb = castToLogicalData(b);
    AMDA::Parameters::LogicalData res = AMDA::Parameters::LogicalData::NaN;

    if (aa != AMDA::Parameters::LogicalData::NaN && bb != AMDA::Parameters::LogicalData::NaN) {
        res = ((aa == AMDA::Parameters::LogicalData::True) || (bb == AMDA::Parameters::LogicalData::True)) ? AMDA::Parameters::LogicalData::True : AMDA::Parameters::LogicalData::False;
    }

    return res;
}

/**
 * @brief Operator greater_than (>) between LogicalData
 */
template <typename Type1, typename Type2>
AMDA::Parameters::LogicalData greater_than(Type1 a, Type2 b) {
    AMDA::Parameters::LogicalData res = AMDA::Parameters::LogicalData::True;
    if (std::isfinite(a) && std::isfinite(b)) {
        res = (a > b) ? AMDA::Parameters::LogicalData::True : AMDA::Parameters::LogicalData::False;
    } else {
        res = AMDA::Parameters::LogicalData::NaN;
    }
    return res;
}

/**
 * @brief Operator greater_than (>) between table of LogicalData
 */
template<typename Type1, typename Type2>
std::vector<AMDA::Parameters::LogicalData> greater_than(std::vector<Type1> a,
        std::vector<Type2> b) {
    std::vector<AMDA::Parameters::LogicalData> r;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Logical comparison between two vector of different size"));
    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r.push_back(greater_than(a[i], b[i]));
    }
    return r;
}

/**
 * @brief Operator lower_than (<) between table of LogicalData
 */
template <typename Type1, typename Type2>
AMDA::Parameters::LogicalData lower_than(Type1 a, Type2 b) {
    AMDA::Parameters::LogicalData res = AMDA::Parameters::LogicalData::True;
    if (std::isfinite(a) && std::isfinite(b)) {
        res = (a < b) ? AMDA::Parameters::LogicalData::True : AMDA::Parameters::LogicalData::False;
    } else {
        res = AMDA::Parameters::LogicalData::NaN;
    }
    return res;
}

/**
 * @brief Operator lower_than (<) between table of LogicalData
 */
template<typename Type1, typename Type2>
std::vector<AMDA::Parameters::LogicalData> lower_than(std::vector<Type1> a,
        std::vector<Type2> b) {
    std::vector<AMDA::Parameters::LogicalData> r;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Logical comparison between two vector of different size"));
    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r.push_back(lower_than(a[i], b[i]));
    }
    return r;
}

/**
 * @brief Operator * between two scalars, one is LogicalData
 */
template <typename Type>
Type operator*(Type a, AMDA::Parameters::LogicalData b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b)) {
        return r;
    }
    r = a * (Type) b;
    return r;
}

template <typename Type>
Type operator*(AMDA::Parameters::LogicalData a, Type b) {
    return b * a;
}

/**
 * @brief Operator / between two scalars, one is LogicalData
 */
template <typename Type>
Type operator/(Type a, AMDA::Parameters::LogicalData b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b) || (b == AMDA::Parameters::LogicalData::False)) {
        return r;
    }
    r = a / (Type) b;
    return r;
}

template <typename Type>
Type operator/(AMDA::Parameters::LogicalData a, Type b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b) || (b == 0)) {
        return r;
    }
    r = (Type) a / b;
    return r;
}

/**
 * @brief Operator + between two scalars, one is LogicalData
 */
template <typename Type>
Type operator+(Type a, AMDA::Parameters::LogicalData b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b)) {
        return r;
    }
    r = a + (Type) b;
    return r;
}

template <typename Type>
Type operator+(AMDA::Parameters::LogicalData a, Type b) {
    return b + a;
}

/**
 * @brief Operator - between two scalars, one is LogicalData
 */
template <typename Type>
Type operator-(Type a, AMDA::Parameters::LogicalData b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b)) {
        return r;
    }
    r = a - (Type) b;
    return r;
}

template <typename Type>
Type operator-(AMDA::Parameters::LogicalData a, Type b) {
    Type r;
    r << NotANumber();
    if (isNAN(a) || isNAN(b)) {
        return r;
    }
    r = (Type) a - b;
    return r;
}

/**
 * @brief Operator addition between  two  vector
 * @details
 * 		r[0] = a[0] + b[0]
 * 		r[1] = a[1] + b[1]
 * 		r[2] = a[2] + b[2]
 * 	@return r
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator+(std::vector<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> r;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Add two vector of different size"));
    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r.push_back((Type1) (a[i] + b[i]));
    }
    return r;
}

/**
 * @brief Operator subtraction between  two  vector
 * @details
 * 		r[0] = a[0] - b[0]
 * 		r[1] = a[1] - b[1]
 * 		r[2] = a[2] - b[2]
 * 	@return r
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator-(std::vector<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> r;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Subtract two vector of different size"));
    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r.push_back(a[i] - b[i]);
    }
    return r;
}
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/**
 * @brief Operator dot product between  two  vector
 * @details
 * 		r = a[0]*b[0] + a[1]*b[1] + a[2]+b[2]
 * 	@return the scalar r
 */
template <typename Type1, typename Type2>
Type1 operator*(std::vector<Type1> a, std::vector<Type2> b) {
    Type1 r = 0;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Multiply two vector of different size"));
    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r += a[i] * b[i];
    }
    return r;
}

/**
 * @brief Function dot between two vectors can be used for dot product
 */
template <typename Type1, typename Type2>
Type1 dot(std::vector<Type1> a, std::vector<Type2> b) {
    return a*b;
}

template <typename Type>
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Type magnitude(std::vector<Type> a) {
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    Type mag = 0;
    for (unsigned int i = 0; i < a.size(); ++i)
        mag += a[i] * a[i];
    return std::sqrt(mag);
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}

template <typename Type1, typename Type2>
Type1 angle(std::vector<Type1> a, std::vector<Type2> b) {
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    if (magnitude(a) == 0 || magnitude(b) == 0) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("One of the two vectors is NULL"));
    }
    Type1 res;
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    if (dot(a, b) / magnitude(a) / magnitude(b) > 0.99999) {
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        res = 0;
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    } else {
        res = std::acos(dot(a, b) / magnitude(a) / magnitude(b));
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    }
    return res;
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}
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/**
 * @brief alfvenVelocity : args magnetic field magnitude and density
 * @details
 * 
 * V= mag / std::sqrt(MU_0 * density)
 */
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template <typename Type1, typename Type2>
Type1 alfvenVelocity(Type1 density, Type2 mag) {
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    Type1 val;
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    if (density <= 0) {
        val << NotANumber();
    } else {
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        val = mag / std::sqrt(MU_0 * density);
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    }
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    return val;
}

/**
 * @brief  FAIRFIELD 1970 model of neutral sheet position 
 * @details
 * z_sm-std::sqrt(pow(11.0, 2.0) - pow(11.0, 2.0) / pow(15.0, 2.0) * pow(y_sm, 2.0)) * std::sin(x_ss);
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 * where y_sm and z_sm  are the solar magnetospheric coordinates of the spacecraft and x_ss is geomagnetic latitude of the sun  (tilt angle)
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 */
template <typename Type1, typename Type2, typename Type3>
Type1 fairfield70(Type1  y_sm, Type2 z_sm,Type3 x_ss) {
    Type1 val = z_sm-std::sqrt(pow(11.0, 2.0) - pow(11.0, 2.0) / pow(15.0, 2.0) * pow(y_sm, 2.0)) * std::sin(x_ss);
    return val;
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}
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/**
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 * @brief  Perrault and Akasofu 1978 geomagnetic storms
 * @details
 *     u(t) = E_mag(t)*B_mag(t)/4pi(7RE sin²(theta_p(t)/2))²
 * where u(t) is total energy dissipation
 *            E_mag(t) The  magnitude of  the solar-wind electric field
 *            theta_p is a measure of the angle between the geomagnetic field vector and the IMF vector at the front of the 
 *            B_mag(t) The magnitude of the IMF magnetosphere in the equatorial plane. theta_p = pi/2 -theta where theta 
 *            denotes the latitudinal angle of the IMF vector measured from the solar equatorial plane.
 */
template <typename Type1, typename Type2, typename Type3>
Type1 perreault78(Type1  E_mag, Type2 B_mag,Type3 theta_p) {
    Type1 val = E_mag*B_mag/(4*std::atan(1)*4)*std::pow((7*RE*std::pow(sin(theta_p/2),2)),2);
    return val;
}

/**
 * @brief  NEWELL et al 2007 solar wind-magnetosphere coupling function 
 * @details d_phi/d_t = mu^4/3*Bt^2/3*sin(theta/2)^8/3
 * where mu is rate IMF field lines approach the magnetopause
 *            B_mag interplanetary field magnitude,
 *            theta IMF clock angle arctan(By/Bz)
 */
template <typename Type1, typename Type2, typename Type3>
Type1 newell2007(Type1  mu, Type2 B_mag,Type3 theta) {
    Type1 val = std::pow(mu , 4./3.)*std::pow(B_mag , 2./3.)*pow(std::sin(theta/2),8./3.);
    return val; 
}

/**
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 * @brief  Lopez 1990 model of magnetic latitude of the neutral sheet
 * @details
 *MLAT = -(0.14*Kp+0.69)*std::pow(phi, 1.0/3.0)*(0.065*R-0.16)*DTA;
 * where Kp is the 3-hour magnetic index, phi the magnetic local time in degrees (phi = 0° at midnight)
 * R is the radial distance in RE and DTA is the dipole tilt angle 
 */
template <typename Type1, typename Type2, typename Type3, typename Type4>
Type1 lopez90(Type1  Kp, Type2 phi,Type3 R, Type4  DTA) {
    Type1 val = -(0.14*Kp+0.69)*std::pow(phi, 1.0/3.0)*(0.065*R-0.16)*DTA;
    return val;
}



/**
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 * @brief Operator cross product between  two  vector
 * @details
 * 		r[0] = a[1]*b[2] - a[2]*b[1]
 * 		r[1] = a[2]*b[0] - a[0]*b[2]
 * 		r[2] = a[0]*b[1] - a[1]*b[0]
 * 	@return r
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator ^(std::vector<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> r;
    if (a.size() != b.size() || b.size() != 3) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Vector product on two vector of different size"));
    }

    r.push_back(a[1] * b[2] - a[2] * b[1]);
    r.push_back(a[2] * b[0] - a[0] * b[2]);
    r.push_back(a[0] * b[1] - a[1] * b[0]);

    return r;
}

/**
 * @brief Function cross between two vectors can be used for cross product
 */
template <typename Type1, typename Type2>
std::vector<Type1> cross(std::vector<Type1> a, std::vector<Type2> b) {
    return a^b;
}

/**
 * @brief div each coordinate one to one
 * @details
 * 		r[0] = a[0] / b[0]
 * 		r[1] = a[1] / b[1]
 * 		r[2] = a[2] /  b[2]
 */
template <typename Type1, typename Type2>
std::vector<Type1> div(std::vector<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> r;
    if (a.size() != b.size()) {
        BOOST_THROW_EXCEPTION(AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Vector div on two vector of different size"));

    }

    for (unsigned int i = 0; i < a.size(); ++i) {
        r.push_back(a[i] / b[i]);
    }

    return r;
}

//
//Idea but more complex: template <typename Type1, typename Type2>
//auto operator ^(std::vector<Type1> a, std::vector<Type2> b)  -> std::vector<decltype(Type1()*Type2())> {
//	std::vector<decltype(Type1()*Type2())> r;
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//	Idea but more complex: template <typename Type1, typename Type2>
//	double operator ^(Type1 a, Type2 b) {
//		return pow(a, b);
//	}
//	class Integer {
//		public:
//		Integer(int i) : _i(i) {};
//		int _i;
//	};
//
//	inline double operator ^(double a, Integer b) {
//		return pow(a, b._i);
//	}
//
//
//	class Double {
//		public:
//		Double(double i) : _i(i) {};
//		double _i;
//	};
//	inline double operator ^(double a, Double b) {
//		return pow(a, b._i);
//	}
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// vector with scalar operation

/**
 * @brief Operator division between  a  vector and a scalar
 * @details all member of vector are divided by the scalar
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator/(std::vector<Type1> a, Type2 b) {
    std::vector<Type1> r;
    for (typename std::vector<Type1>::iterator it = a.begin(); it != a.end(); ++it) {
        r.push_back((Type1) (*it / b));
    }
    return r;
}

/**
 * @brief Operator division between a scalar and a vector
 * @details apply the division on each vector component
 */
template <typename Type1, typename Type2>
std::vector<Type2> operator/(Type1 a, std::vector<Type2> b) {
    std::vector<Type2> r;
    for (typename std::vector<Type2>::iterator it = b.begin(); it != b.end(); ++it) {
        r.push_back((Type2) (a / *it));
    }
    return r;
}

/**
 * @brief Operator addition between  a  vector and a scalar
 * @details all member of vector are added with the scalar
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator+(std::vector<Type1> a, Type2 b) {
    std::vector<Type1> r;
    for (typename std::vector<Type1>::iterator it = a.begin(); it != a.end(); ++it) {
        r.push_back((Type1) (*it + b));
    }
    return r;
}

/**
 * @brief Operator addition between a scalar and a  vector
 * @details all member of vector are added with the scalar
 */
template <typename Type1, typename Type2>
std::vector<Type2> operator+(Type1 a, std::vector<Type2> b) {
    std::vector<Type2> r;
    for (typename std::vector<Type2>::iterator it = b.begin(); it != b.end(); ++it) {
        r.push_back((Type2) (a + *it));
    }
    return r;
}

/**
 * @brief Operator subtraction  between a vector and a scalar
 * @details scalar is substracted to all vector components
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator-(std::vector<Type1> a, Type2 b) {
    std::vector<Type1> r;
    for (typename std::vector<Type1>::iterator it = a.begin(); it != a.end(); ++it) {
        r.push_back((Type1) (*it - b));
    }
    return r;
}

/**
 * @brief Operator subtraction  between a scalar and a  vector
 * @details all member of vector are subtracted with the scalar
 */
template <typename Type1, typename Type2>
std::vector<Type2> operator-(Type1 a, std::vector<Type2> b) {
    std::vector<Type2> r;
    for (typename std::vector<Type2>::iterator it = b.begin(); it != b.end(); ++it) {
        r.push_back((Type2) (a - *it));
    }
    return r;
}

/**
 * @brief Operator product between a vector and a scalar
 * @details product applied in all member of vector
 */
template <typename Type1, typename Type2>
std::vector<Type1> operator*(std::vector<Type1> a, Type2 b) {
    std::vector<Type1> r;
    for (typename std::vector<Type1>::iterator it = a.begin(); it != a.end(); ++it) {
        r.push_back((Type1) ((*it) * b));
    }
    return r;
}

/**
 * @brief Operator product between a scalar and a vector
 * @details all member of vector are added by the scalar
 */
template <typename Type1, typename Type2>
std::vector<Type2> operator*(Type1 a, std::vector<Type2> b) {
    std::vector<Type2> r;
    for (typename std::vector<Type2>::iterator it = b.begin(); it != b.end(); ++it) {
        r.push_back((Type2) (a * (*it)));
    }
    return r;
}

/**
 * @return false if val is NaN or inf or -inf
 */
template <typename Type>
inline bool isFinite(Type val) {
    return std::isfinite(val);
}

inline bool isFinite(AMDA::Parameters::LogicalData val) {
    return !isNAN(val);
}

/**
 * @return false if elem of val is NaN or inf or -inf
 */
template <typename Type>
inline bool isFinite(std::vector<Type> val) {
    bool ret = false;
    auto it = val.begin();
    while (it != val.end() && !ret) {
        ret &= std::isfinite(*it);
        ++it;
    }
    return ret;
}

/**
 * @return false if elem of val is NaN or inf or -inf
 */
template <typename Type>
inline bool isFinite(const AMDA::Parameters::Tab2DData<Type>& val) {
    bool ret = false;
    for (int i = 0; i < val.getDim1Size(); ++i)
        for (int j = 0; j < val.getDim2Size(); ++j)
            ret &= std::isfinite(val[i][j]);
    return ret;
}

/**
 * @return the average of std::list
 */
template <typename Type>
inline Type average(std::list<Type> tab, int /*dim1*/, int /*dim2*/) {
    Type mean;
    if (tab.empty()) {
        mean << NotANumber();
    } else {
        mean << ElemNull();
        auto it = tab.begin();
        if (it != tab.end()) {
            unsigned int nbNan = 0;
            Type sum;
            sum << NotANumber();
            for (; it != tab.end(); ++it) {
                if (isFinite(*it) && !isNAN(*it)) {
                    if (isNAN(sum))
                        sum = *it;
                    else
                        sum = sum + *it;
                } else {
                    ++nbNan;
                }
            }
            if ((tab.size() - nbNan == 0) || isNAN(sum)) {
                mean << NotANumber();
            } else {
                mean = sum / (int) (tab.size() - nbNan);
            }
        } else {
            mean << NotANumber();
        }
    }
    return mean;
}

inline AMDA::Parameters::LogicalData average(std::list<AMDA::Parameters::LogicalData> /*tab*/, int /*dim1*/, int /*dim2*/) {
    AMDA::Parameters::LogicalData mean;
    mean << NotANumber();
    return mean;
}

template <typename Type>
inline AMDA::Parameters::Tab2DData<Type> average(std::list<AMDA::Parameters::Tab2DData<Type> > tab, int dim1, int dim2) {
    AMDA::Parameters::Tab2DData<Type> mean(dim1, dim2);
    AMDA::Parameters::Tab2DData<unsigned int > nbNan(dim1, dim2);
    AMDA::Parameters::Tab2DData<Type> sum(dim1, dim2);
    if (tab.empty()) {
        mean << NotANumber();
        return mean;
    }
    for (int index1 = 0; index1 < dim1; ++index1) {
        for (int index2 = 0; index2 < dim2; ++index2) {
            nbNan[index1][index2] = 0;
        }
    }
    sum << NotANumber();
    for (auto it = tab.begin(); it != tab.end(); ++it) {
        for (int index1 = 0; index1 < dim1; ++index1) {
            for (int index2 = 0; index2 < dim2; ++index2) {
                Type val = (*it)[index1][index2];
                if (std::isfinite(val) && !isNAN(val)) {
                    if (isNAN(sum[index1][index2]))
                        sum[index1][index2] = val;
                    else
                        sum[index1][index2] += val;
                } else {
                    ++(nbNan[index1][index2]);
                }
            }
        }
    }
    for (int index1 = 0; index1 < dim1; ++index1) {
        for (int index2 = 0; index2 < dim2; ++index2) {
            if (tab.size() - nbNan[index1][index2] == 0) {
                mean[index1][index2] << NotANumber();
            } else {
                mean[index1][index2] = sum[index1][index2] / (int) (tab.size() - nbNan[index1][index2]);
            }
8aa97375   Benjamin Renard   Add some missing ... 
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        }
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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    }

    return mean;
}
fbe3c2bb   Benjamin Renard   First commit 
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68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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inline AMDA::Parameters::Tab2DData<AMDA::Parameters::LogicalData> average(std::list<AMDA::Parameters::Tab2DData<AMDA::Parameters::LogicalData>> /*tab*/, int dim1, int dim2) {
    AMDA::Parameters::Tab2DData<AMDA::Parameters::LogicalData> mean(dim1, dim2);
    mean << NotANumber();
    return mean;
}

/**
 * @return the average of std::list
 */
template <typename Type>
inline std::vector<Type> average(std::list<std::vector<Type> > tab, int dim1, int /*dim2*/) {
    std::vector<Type> mean;
    mean.resize(dim1);
    std::vector<unsigned int >nbNan;
    nbNan.resize(dim1);
    std::vector<Type> sum;
    sum.resize(dim1);
    if (tab.empty()) {
        mean << NotANumber();
        return mean;
    }
    for (unsigned int index = 0; index < tab.begin()->size(); ++index) {
        nbNan[index] = 0;
    }
    sum << NotANumber();
    for (auto it = tab.begin(); it != tab.end(); ++it) {
        for (unsigned int index = 0; index < it->size(); ++index) {
            Type val = it->at(index);
            if (std::isfinite(val) && !isNAN(val)) {
                if (isNAN(sum[index]))
                    sum[index] = val;
                else
                    sum[index] += val;
            } else {
                ++(nbNan[index]);
            }
        }
    }
    for (unsigned int index = 0; index < tab.begin()->size(); ++index) {
        if (tab.size() - nbNan[index] == 0) {
            mean[index] << NotANumber();
        } else {
            mean[index] = sum[index] / (int) (tab.size() - nbNan[index]);
7578a549   Benjamin Renard   Add boolean suppo... 
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        }
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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    }
7578a549   Benjamin Renard   Add boolean suppo... 
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68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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    return mean;
}
fbe3c2bb   Benjamin Renard   First commit 
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inline std::vector<AMDA::Parameters::LogicalData> average(std::list<std::vector<AMDA::Parameters::LogicalData>> /*tab*/, int dim1, int /*dim2*/) {
    std::vector<AMDA::Parameters::LogicalData> mean;
    mean.resize(dim1);
    mean << NotANumber();
    return mean;
}
7578a549   Benjamin Renard   Add boolean suppo... 
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2f932bad   Benjamin Renard   Fix interpolation... 
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/**
 *
 */
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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template <typename Type>
inline Type interpolation(const Type& leftVal, const Type& rightVal, double coef, int /*dim1*/, int /*dim2*/) {
    Type val;
    val << NotANumber();
    if (isNAN(leftVal) || isNAN(rightVal) || coef < 0. || coef > 1.)
        return val;
    val = leftVal + (rightVal - leftVal) * coef;
    return val;
}
2f932bad   Benjamin Renard   Fix interpolation... 
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68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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inline AMDA::Parameters::LogicalData interpolation(const AMDA::Parameters::LogicalData& leftVal, const AMDA::Parameters::LogicalData& rightVal, double /*coef*/, int /*dim1*/, int /*dim2*/) {
    AMDA::Parameters::LogicalData val;
    if (leftVal == rightVal) {
        val = leftVal;
    } else {
        val << NotANumber();
    }
    return val;
}
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/**
 * 
 */
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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template <typename Type>
inline AMDA::Parameters::Tab2DData<Type> interpolation(const AMDA::Parameters::Tab2DData<Type>& leftVal, const AMDA::Parameters::Tab2DData<Type>& rightVal, double coef, int dim1, int dim2) {
    AMDA::Parameters::Tab2DData<Type> val(dim1, dim2);
    val << NotANumber();
    for (int index1 = 0; index1 < dim1; ++index1) {
        for (int index2 = 0; index2 < dim2; ++index2) {
            Type leftValComp = leftVal[index1][index2];
            Type rightValComp = rightVal[index1][index2];
            val[index1][index2] = interpolation(leftValComp, rightValComp, coef, 1, 1);
        }
    }
    return val;
}

template <typename Type>
inline std::vector<Type> interpolation(const std::vector<Type>& leftVal, const std::vector<Type>& rightVal, double coef, int dim1, int /*dim2*/) {
    std::vector<Type> val;
    val.resize(dim1);
    val << NotANumber();
    for (int index = 0; index < dim1; ++index) {
        Type leftValComp = leftVal[index];
        Type rightValComp = rightVal[index];
        val[index] = interpolation(leftValComp, rightValComp, coef, 1, 1);
    }
    return val;
}
fbe3c2bb   Benjamin Renard   First commit 
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/**
 * @brief Operator + between Tab2D and scalar
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> operator+(const AMDA::Parameters::Tab2DData<Type1>& a, Type2 b) {
    AMDA::Parameters::Tab2DData<Type1> r(a);

    if (isNAN(b)) {
        r << NotANumber();
        return r;
    }

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (!isNAN(r[i][j]))
                r[i][j] += b;
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> operator+(Type1 a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return (b + a);
fbe3c2bb   Benjamin Renard   First commit 
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}

/**
 * @brief Operator - between Tab2D and scalar
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> operator-(const AMDA::Parameters::Tab2DData<Type1>& a, Type2 b) {
    return (a + (-b));
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> operator-(Type1 a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    AMDA::Parameters::Tab2DData<Type2> r(b);

    if (isNAN(a)) {
        r << NotANumber();
        return r;
    }

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (!isNAN(r[i][j]))
                r[i][j] = a - r[i][j];
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
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}

/**
 * @brief Operator * between Tab2D and scalar
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> operator*(const AMDA::Parameters::Tab2DData<Type1>& a, Type2 b) {
    AMDA::Parameters::Tab2DData<Type1> r(a);

    if (isNAN(b)) {
        r << NotANumber();
        return r;
    }

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (!isNAN(r[i][j]))
                r[i][j] *= b;
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> operator*(Type1 a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return (b * a);
fbe3c2bb   Benjamin Renard   First commit 
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}

/**
 * @brief Operator / between Tab2D and scalar
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> operator/(const AMDA::Parameters::Tab2DData<Type1>& a, Type2 b) {
    if (b == 0) {
        AMDA::Parameters::Tab2DData<Type1> r(a);
        r << NotANumber();
        return r;
    }
    return (a * (1. / b));
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> operator/(Type1 a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    AMDA::Parameters::Tab2DData<Type2> r(b);

    if (isNAN(a)) {
        r << NotANumber();
        return r;
    }

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (isNAN(r[i][j]) || (r[i][j] == 0))
                r[i][j] << NotANumber();
            else
                r[i][j] = a / r[i][j];
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
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}

/*
 * @brief Function add between a Tab2D and a vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> add(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b, int mode) {
    AMDA::Parameters::Tab2DData<Type1> r(a);

    switch (mode) {
        case 1:
            if (r.getDim1Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[i]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] += b[i];
                }
            break;
        case 2:
            if (r.getDim2Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[j]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] += b[j];
                }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> add(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b, int mode) {
    return add(b, a, mode);
fbe3c2bb   Benjamin Renard   First commit 
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}

/**
 * @brief Operator + between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> operator+(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b) {
    return add(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> operator+(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return add(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
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}

/**
 * @brief Function sub between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type1> sub(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b, int mode) {
    return add(a, (-1) * b, mode);
fbe3c2bb   Benjamin Renard   First commit 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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AMDA::Parameters::Tab2DData<Type2> sub(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b, int mode) {
    AMDA::Parameters::Tab2DData<Type2> r(b);

    switch (mode) {
        case 1:
            if (r.getDim1Size() != a.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(a[i]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = a[i] - r[i][j];
                }
            break;
        case 2:
            if (r.getDim2Size() != a.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(a[j]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = a[j] - r[i][j];
                }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1014
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1016
1017
1018
1019
 
}

/**
 * @brief Operator - between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1020
1021
 
AMDA::Parameters::Tab2DData<Type1> operator-(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b) {
    return sub(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
1022
1023
1024
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1025
1026
 
AMDA::Parameters::Tab2DData<Type2> operator-(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return sub(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
1027
1028
1029
1030
1031
1032
 
}

/**
 * @brief Function mult between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
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1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
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AMDA::Parameters::Tab2DData<Type1> mult(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b, int mode) {
    AMDA::Parameters::Tab2DData<Type1> r(a);

    switch (mode) {
        case 1:
            if (r.getDim1Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[i]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] *= b[i];
                }
            break;
        case 2:
            if (r.getDim2Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[j]))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] *= b[j];
                }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1070
1071
1072
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1073
1074
 
AMDA::Parameters::Tab2DData<Type2> mult(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b, int mode) {
    return mult(b, a, mode);
fbe3c2bb   Benjamin Renard   First commit 
1075
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1077
1078
1079
1080
 
}

/**
 * @brief Operator * between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1081
1082
 
AMDA::Parameters::Tab2DData<Type1> operator*(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b) {
    return mult(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
1083
1084
1085
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1086
1087
 
AMDA::Parameters::Tab2DData<Type2> operator*(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return mult(b, a, 1);
fbe3c2bb   Benjamin Renard   First commit 
1088
1089
1090
1091
1092
1093
 
}

/**
 * @brief Function div between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
 
AMDA::Parameters::Tab2DData<Type1> div(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b, int mode) {
    AMDA::Parameters::Tab2DData<Type1> r(a);

    switch (mode) {
        case 1:
            if (r.getDim1Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[i]) || (b[i] == 0))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = r[i][j] / b[i];
                }
            break;
        case 2:
            if (r.getDim2Size() != b.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(b[j]) || (b[j] == 0))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = r[i][j] / b[j];
                }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1131
1132
1133
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
 
AMDA::Parameters::Tab2DData<Type2> div(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b, int mode) {
    AMDA::Parameters::Tab2DData<Type2> r(b);

    switch (mode) {
        case 1:
            if (r.getDim1Size() != a.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(a[i]) || (r[i][j] == 0))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = a[i] / r[i][j];
                }
            break;
        case 2:
            if (r.getDim2Size() != a.size()) {
                BOOST_THROW_EXCEPTION(
                        AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
            }

            for (int i = 0; i < r.getDim1Size(); ++i)
                for (int j = 0; j < r.getDim2Size(); ++j) {
                    if (isNAN(r[i][j]) || isNAN(a[j]) || (r[i][j] == 0))
                        r[i][j] << NotANumber();
                    else
                        r[i][j] = a[j] / r[i][j];
                }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1171
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1174
1175
1176
 
}

/**
 * @brief Operator / between Tab2D and vector
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1177
1178
 
AMDA::Parameters::Tab2DData<Type1> operator/(const AMDA::Parameters::Tab2DData<Type1>& a, std::vector<Type2> b) {
    return div(a, b, 1);
fbe3c2bb   Benjamin Renard   First commit 
1179
1180
1181
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1182
1183
 
AMDA::Parameters::Tab2DData<Type2> operator/(std::vector<Type1> a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    return div(b, a, 1);
fbe3c2bb   Benjamin Renard   First commit 
1184
1185
1186
1187
1188
1189
 
}

/**
 * @brief Operator + between two Tab2D
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
 
AMDA::Parameters::Tab2DData<Type1> operator+(const AMDA::Parameters::Tab2DData<Type1>& a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    if ((a.getDim1Size() != b.getDim1Size()) || (a.getDim2Size() != b.getDim2Size())) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
    }

    AMDA::Parameters::Tab2DData<Type1> r(a);

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (isNAN(a[i][j]) || isNAN(b[i][j]))
                r[i][j] << NotANumber();
            else
                r[i][j] = a[i][j] + b[i][j];
        }
fbe3c2bb   Benjamin Renard   First commit 
1205
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1206
 
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1207
1208
1209
1210
1211
1212
 
}

/**
 * @brief Operator - between two Tab2D
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
 
AMDA::Parameters::Tab2DData<Type1> operator-(const AMDA::Parameters::Tab2DData<Type1>& a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    if ((a.getDim1Size() != b.getDim1Size()) || (a.getDim2Size() != b.getDim2Size())) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
    }

    AMDA::Parameters::Tab2DData<Type1> r(a);

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (isNAN(a[i][j]) || isNAN(b[i][j]))
                r[i][j] << NotANumber();
            else
                r[i][j] = a[i][j] - b[i][j];
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1229
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1231
1232
1233
1234
 
}

/**
 * @brief Operator * between two Tab2D
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
 
AMDA::Parameters::Tab2DData<Type1> operator*(const AMDA::Parameters::Tab2DData<Type1>& a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    if ((a.getDim1Size() != b.getDim1Size()) || (a.getDim2Size() != b.getDim2Size())) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
    }

    AMDA::Parameters::Tab2DData<Type1> r(a);

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (isNAN(a[i][j]) || isNAN(b[i][j]))
                r[i][j] << NotANumber();
            else
                r[i][j] = a[i][j] * b[i][j];
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1251
1252
1253
1254
1255
1256
 
}

/**
 * @brief Operator + between two Tab2D
 */
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
 
AMDA::Parameters::Tab2DData<Type1> operator/(const AMDA::Parameters::Tab2DData<Type1>& a, const AMDA::Parameters::Tab2DData<Type2>& b) {
    if ((a.getDim1Size() != b.getDim1Size()) || (a.getDim2Size() != b.getDim2Size())) {
        BOOST_THROW_EXCEPTION(
                AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due to incompatibility in data dimensions"));
    }

    AMDA::Parameters::Tab2DData<Type1> r(a);

    for (int i = 0; i < r.getDim1Size(); ++i)
        for (int j = 0; j < r.getDim2Size(); ++j) {
            if (isNAN(a[i][j]) || isNAN(b[i][j]) || (b[i][j] == 0))
                r[i][j] << NotANumber();
            else
                r[i][j] = a[i][j] / b[i][j];
        }
    return r;
fbe3c2bb   Benjamin Renard   First commit 
1273
1274
1275
 
}

/**
351058d5   Elena.Budnik   total() for vector 
1276
1277
1278
 
 * @brief Function total on all components of a vector => result is a scalar
 */
template <typename Type>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
 
Type total(const std::vector<Type>& a) {
    Type sum;
    sum << NotANumber();

    for (int j = 0; j < a.size(); ++j) {
        if (isFinite(a[j])) {
            if (isNAN(sum))
                sum = a[j];
            else
                sum += a[j];
        }
    }
    return sum;
351058d5   Elena.Budnik   total() for vector 
1292
1293
1294
 
}

/**
fbe3c2bb   Benjamin Renard   First commit 
1295
1296
1297
 
 * @brief Function total on all components of a Tab2D => result is a scalar
 */
template <typename Type>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
 
Type total(const AMDA::Parameters::Tab2DData<Type>& a) {
    Type sum;
    sum << NotANumber();

    for (int i = 0; i < a.getDim1Size(); ++i)
        for (int j = 0; j < a.getDim2Size(); ++j) {
            if (isFinite(a[i][j])) {
                if (isNAN(sum))
                    sum = a[i][j];
                else
                    sum += a[i][j];
            }
        }
    return sum;
fbe3c2bb   Benjamin Renard   First commit 
1312
1313
1314
1315
1316
1317
1318
1319
 
}

/**
 * @brief Function total on lines or columns of a Tab2D => result is a vector
 * mode = 1 => sum on lines
 * mode = 2 => sum on columns
 */
template <typename Type>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
 
std::vector<Type> total(const AMDA::Parameters::Tab2DData<Type>& a, int mode) {
    std::vector<Type> sum;

    switch (mode) {
        case 1:
            for (int j = 0; j < a.getDim2Size(); ++j) {
                Type elem;
                elem << NotANumber();
                for (int i = 0; i < a.getDim1Size(); ++i) {
                    if (isFinite(a[i][j])) {
                        if (isNAN(elem))
                            elem = a[i][j];
                        else
                            elem += a[i][j];
                    }
                }
                sum.push_back(elem);
            }
            break;
        case 2:
            for (int i = 0; i < a.getDim1Size(); ++i) {
                Type elem;
                elem << NotANumber();
                for (int j = 0; j < a.getDim2Size(); ++j) {
                    if (isFinite(a[i][j])) {
                        if (isNAN(elem))
                            elem = a[i][j];
                        else
                            elem += a[i][j];
                    }
                }
                sum.push_back(elem);
            }
            break;
        default:
            BOOST_THROW_EXCEPTION(
                    AMDA::AMDA_exception() << AMDA::errno_code(AMDA_OPER_NOT_ALLOWED) << AMDA::ex_msg("Operation not allowed due a not implemented mode"));
    }

    return sum;
fbe3c2bb   Benjamin Renard   First commit 
1360
1361
 
}
9e4ae650   Benjamin Renard   Fix operators amb... 
1362
 
template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1363
1364
1365
1366
 
std::vector<Type1> operator+(AMDA::Parameters::TabRow<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type1> av(a);
    std::vector<Type1> bv(b);
    return av + bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
1367
1368
1369
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1370
1371
1372
 
std::vector<Type1> operator+(std::vector<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type2> bv(b);
    return a + bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
1373
1374
1375
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1376
1377
1378
 
std::vector<Type1> operator+(AMDA::Parameters::TabRow<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> av(a);
    return av + b;
9e4ae650   Benjamin Renard   Fix operators amb... 
1379
1380
1381
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1382
1383
1384
1385
 
std::vector<Type1> operator*(AMDA::Parameters::TabRow<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type1> av(a);
    std::vector<Type1> bv(b);
    return av*bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
1386
1387
1388
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1389
1390
1391
 
std::vector<Type1> operator*(std::vector<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type2> bv(b);
    return a*bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
1392
1393
1394
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1395
1396
1397
 
std::vector<Type1> operator*(AMDA::Parameters::TabRow<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> av(a);
    return av*b;
9e4ae650   Benjamin Renard   Fix operators amb... 
1398
1399
1400
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1401
1402
1403
1404
 
std::vector<Type1> operator-(AMDA::Parameters::TabRow<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type1> av(a);
    std::vector<Type1> bv(b);
    return av - bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
1405
1406
1407
 
}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
1408
1409
1410
 
std::vector<Type1> operator-(std::vector<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type2> bv(b);
    return a - bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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std::vector<Type1> operator-(AMDA::Parameters::TabRow<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> av(a);
    return av - b;
9e4ae650   Benjamin Renard   Fix operators amb... 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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std::vector<Type1> operator/(AMDA::Parameters::TabRow<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type1> av(a);
    std::vector<Type1> bv(b);
    return av / bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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std::vector<Type1> operator/(std::vector<Type1> a, AMDA::Parameters::TabRow<Type2> b) {
    std::vector<Type2> bv(b);
    return a / bv;
9e4ae650   Benjamin Renard   Fix operators amb... 
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}

template <typename Type1, typename Type2>
68af7c4e   Hacene SI HADJ MOHAND   nOk 7528 
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std::vector<Type1> operator/(AMDA::Parameters::TabRow<Type1> a, std::vector<Type2> b) {
    std::vector<Type1> av(a);
    return av / b;
9e4ae650   Benjamin Renard   Fix operators amb... 
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}
fbe3c2bb   Benjamin Renard   First commit 
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#endif /* LOGICALDATATYPE_HH_ */