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// $Maintainer: Timo Sachsenberg $
// $Authors: $
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#ifndef OPENMS_TRANSFORMATIONS_FEATUREFINDER_EMGFITTER1D_H
#define OPENMS_TRANSFORMATIONS_FEATUREFINDER_EMGFITTER1D_H

#include <OpenMS/TRANSFORMATIONS/FEATUREFINDER/LevMarqFitter1D.h>

namespace OpenMS
{
  /**
    @brief Exponentially modified gaussian distribution fitter (1-dim.) using Levenberg-Marquardt algorithm (Eigen implementation) for parameter optimization.

    @htmlinclude OpenMS_EmgFitter1D.parameters
  */
  class OPENMS_DLLAPI EmgFitter1D :
    public LevMarqFitter1D
  {
public:

    /// Default constructor
    EmgFitter1D();

    /// copy constructor
    EmgFitter1D(const EmgFitter1D& source);

    /// destructor
    virtual ~EmgFitter1D();

    /// assignment operator
    virtual EmgFitter1D& operator=(const EmgFitter1D& source);

    /// create new EmgFitter1D object (function needed by Factory)
    static Fitter1D* create()
    {
      return new EmgFitter1D();
    }

    /// name of the model (needed by Factory)
    static const String getProductName()
    {
      return "EmgFitter1D";
    }

    /// return interpolation model
    QualityType fit1d(const RawDataArrayType& range, InterpolationModel*& model);

protected:
    /// Helper struct (contains the size of an area and a raw data container)
    struct Data
    {
      typedef Peak1D PeakType;
      typedef std::vector<PeakType> RawDataArrayType;

      Size n;
      RawDataArrayType set;
    };

    class EgmFitterFunctor :
      public LevMarqFitter1D::GenericFunctor
    {
public:
      EgmFitterFunctor(int dimensions, const EmgFitter1D::Data* data) :
        LevMarqFitter1D::GenericFunctor(dimensions,
                                        static_cast<int>(data->n)),
        m_data(data)
      {}

      int operator()(const Eigen::VectorXd& x, Eigen::VectorXd& fvec);
      // compute Jacobian matrix for the different parameters
      int df(const Eigen::VectorXd& x, Eigen::MatrixXd& J);

protected:
      const EmgFitter1D::Data* m_data;
    };

    /// Compute start parameter
    virtual void setInitialParameters_(const RawDataArrayType& set);

    /// Parameter of emg - peak height
    CoordinateType height_;
    /// Parameter of emg - peak width
    CoordinateType width_;
    /// Parameter of emg - peak symmetry
    CoordinateType symmetry_;
    /// Parameter of emg - peak retention time
    CoordinateType retention_;

    void updateMembers_();
  };

}

#endif // OPENMS_TRANSFORMATIONS_FEATUREFINDER_EMGFITTER1D_H
