SpectralFitter.h

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//# SpectralCollapser.h: Header file for class SpectralCollapser
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#ifndef IMAGEANALYSIS_SPECTRALFITTER_H
#define IMAGEANALYSIS_SPECTRALFITTER_H

#include <components/SpectralComponents/SpectralList.h>
#include <components/SpectralComponents/ProfileFit1D.h>

#include <casa/namespace.h>

namespace casa {

template <class T> class ProfileFit1D;

//class SpectralCoordinate;
class SpectralList;
class LogIO;

class SpectralFitter {
        // <summary>
        // Does a simple fit to data in vectors. It is possible to specify weights (or errors)
        // for each element. A single Gaussian and a polynimial of order N are the only
        // component that can be fitted.
        // </summary>

        // <reviewed reviewer="" date="" tests="" demos="">
        // </reviewed>

        // <prerequisite>
        //   <li> ProfileFit1D
        // </prerequisite>

        // <etymology>
        // Created to fit components to spectra from the spectral profiler, hence
        // SpectralFitter.
        // </etymology>

        // <synopsis>
        // </synopsis>

public:
        enum FitStatus {// report the status of the last fit
                UNKNOWN,     // mostly means not fit has yet been executed
                FAILED,
                SUCCESS,
        };

        // default constructor
        SpectralFitter();

        // destructor
        virtual ~SpectralFitter();

        // Parameters:
        // <src>spcVals</src>  - independent values
        // <src>yVals</src>    - dependent values
        // <src>eVals</src>    - error values
        // <src>startVal</src> - lower boundary for independent values to be included in the fit
        // <src>endVal</src>   - upper boundary for independent values to be included in the fit
        // <src>fitGauss</src> - fit Gaussian component
        // <src>fitPoly</src>  - fit polynomial
        // <src>nPoly</src>    - order of polynomial to be fitted
        // <src>msg</src>      - message back to the calling routine
        virtual Bool fit(const Vector<Float> &spcVals, const Vector<Float> &yVals, const Vector<Float> &eVals,
                        const Float startVal, const Float endVal, const Bool fitGauss, const Bool fitPoly, const uInt nPoly, String &msg);

        // get the status of the last fit
        const SpectralFitter::FitStatus &getStatus(){return _fitStatus;};

        // get Chi Squared of the last fit
        Double getChiSquared () const {return _fit.getChiSquared();}

        // get number of iterations for the last fit
        Double getNumberIterations() const {return _fit.getNumberIterations();}

        const SpectralList &getList() const {return _fit.getList();};

        // get all values for the last fit
        Vector<Double> getFit() const {return _fit.getFit();};

        // get the values in the specified data range for the last fit
        void getFit(const Vector<Float> &spcVals, Vector<Float> &spcFit, Vector<Float> &yFit) const;

        // get all residuals for the last fit
        Vector<Double> getResidual() const {return _fit.getResidual();};

        // report on the last fit to a stream
        String report(LogIO &os, const String &xUnit="", const String &yUnit="", const String &yPrefixUnit="") const;

private:
   LogIO *_log;

   ProfileFit1D<Double> _fit;

        SpectralFitter::FitStatus _fitStatus;

        Double _startVal;
        Double _endVal;
        uInt   _startIndex;
        uInt   _endIndex;

        String _resultMsg;

        // do all necessary setup
   void _setUp();

   // prepare the data which means give all data (independent, dependent, weights)
   // to the fitting class
   Bool _prepareData(const Vector<Float> &xVals, const Vector<Float> &eVals,
                const Int &startIndex, const Int &endIndex, Vector<Bool> &maskVals, Vector<Double> &weightVals) const;

   // prepare the components that shall be fitted; this includes the setting
   // of reasonable initial parameters
   Bool _prepareElems(const Bool fitGauss, const Bool fitPoly, const uInt nPoly, Vector<Double> &xVals,
                Vector<Double> &yVals, SpectralList& list);

   // report on a list of spectral elements to a stream
   String _report(LogIO &os, const SpectralList &list, const String &xUnit="", const String &yUnit="", const String &yPrefixUnit="") const;
};
}

#endif