| 1 | /* -*- mode: C++ ; c-file-style: "stroustrup" -*- *****************************
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| 2 |  * Qwt Widget Library
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| 3 |  * Copyright (C) 1997   Josef Wilgen
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| 4 |  * Copyright (C) 2002   Uwe Rathmann
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| 5 |  *
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| 6 |  * This library is free software; you can redistribute it and/or
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| 7 |  * modify it under the terms of the Qwt License, Version 1.0
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| 8 |  *****************************************************************************/
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| 9 | 
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| 10 | #include "qwt_curve_fitter.h"
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| 11 | #include "qwt_math.h"
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| 12 | #include "qwt_spline.h"
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| 13 | #include <qstack.h>
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| 14 | #include <qvector.h>
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| 15 | 
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| 16 | #if QT_VERSION < 0x040601
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| 17 | #define qFabs(x) ::fabs(x)
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| 18 | #endif
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| 19 | 
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| 20 | //! Constructor
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| 21 | QwtCurveFitter::QwtCurveFitter()
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| 22 | {
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| 23 | }
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| 24 | 
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| 25 | //! Destructor
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| 26 | QwtCurveFitter::~QwtCurveFitter()
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| 27 | {
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| 28 | }
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| 29 | 
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| 30 | class QwtSplineCurveFitter::PrivateData
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| 31 | {
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| 32 | public:
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| 33 |     PrivateData():
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| 34 |         fitMode( QwtSplineCurveFitter::Auto ),
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| 35 |         splineSize( 250 )
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| 36 |     {
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| 37 |     }
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| 38 | 
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| 39 |     QwtSpline spline;
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| 40 |     QwtSplineCurveFitter::FitMode fitMode;
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| 41 |     int splineSize;
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| 42 | };
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| 43 | 
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| 44 | //! Constructor
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| 45 | QwtSplineCurveFitter::QwtSplineCurveFitter()
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| 46 | {
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| 47 |     d_data = new PrivateData;
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| 48 | }
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| 49 | 
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| 50 | //! Destructor
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| 51 | QwtSplineCurveFitter::~QwtSplineCurveFitter()
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| 52 | {
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| 53 |     delete d_data;
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| 54 | }
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| 55 | 
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| 56 | /*!
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| 57 |   Select the algorithm used for building the spline
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| 58 | 
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| 59 |   \param mode Mode representing a spline algorithm
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| 60 |   \sa fitMode()
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| 61 | */
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| 62 | void QwtSplineCurveFitter::setFitMode( FitMode mode )
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| 63 | {
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| 64 |     d_data->fitMode = mode;
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| 65 | }
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| 66 | 
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| 67 | /*!
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| 68 |   \return Mode representing a spline algorithm
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| 69 |   \sa setFitMode()
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| 70 | */
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| 71 | QwtSplineCurveFitter::FitMode QwtSplineCurveFitter::fitMode() const
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| 72 | {
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| 73 |     return d_data->fitMode;
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| 74 | }
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| 75 | 
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| 76 | /*!
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| 77 |   Assign a spline
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| 78 | 
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| 79 |   \param spline Spline
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| 80 |   \sa spline()
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| 81 | */
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| 82 | void QwtSplineCurveFitter::setSpline( const QwtSpline &spline )
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| 83 | {
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| 84 |     d_data->spline = spline;
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| 85 |     d_data->spline.reset();
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| 86 | }
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| 87 | 
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| 88 | /*!
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| 89 |   \return Spline
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| 90 |   \sa setSpline()
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| 91 | */
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| 92 | const QwtSpline &QwtSplineCurveFitter::spline() const
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| 93 | {
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| 94 |     return d_data->spline;
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| 95 | }
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| 96 | 
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| 97 | /*!
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| 98 |   \return Spline
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| 99 |   \sa setSpline()
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| 100 | */
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| 101 | QwtSpline &QwtSplineCurveFitter::spline()
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| 102 | {
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| 103 |     return d_data->spline;
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| 104 | }
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| 105 | 
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| 106 | /*!
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| 107 |    Assign a spline size ( has to be at least 10 points )
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| 108 | 
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| 109 |    \param splineSize Spline size
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| 110 |    \sa splineSize()
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| 111 | */
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| 112 | void QwtSplineCurveFitter::setSplineSize( int splineSize )
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| 113 | {
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| 114 |     d_data->splineSize = qMax( splineSize, 10 );
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| 115 | }
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| 116 | 
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| 117 | /*!
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| 118 |   \return Spline size
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| 119 |   \sa setSplineSize()
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| 120 | */
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| 121 | int QwtSplineCurveFitter::splineSize() const
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| 122 | {
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| 123 |     return d_data->splineSize;
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| 124 | }
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| 125 | 
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| 126 | /*!
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| 127 |   Find a curve which has the best fit to a series of data points
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| 128 | 
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| 129 |   \param points Series of data points
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| 130 |   \return Curve points
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| 131 | */
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| 132 | QPolygonF QwtSplineCurveFitter::fitCurve( const QPolygonF &points ) const
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| 133 | {
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| 134 |     const int size = points.size();
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| 135 |     if ( size <= 2 )
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| 136 |         return points;
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| 137 | 
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| 138 |     FitMode fitMode = d_data->fitMode;
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| 139 |     if ( fitMode == Auto )
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| 140 |     {
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| 141 |         fitMode = Spline;
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| 142 | 
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| 143 |         const QPointF *p = points.data();
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| 144 |         for ( int i = 1; i < size; i++ )
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| 145 |         {
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| 146 |             if ( p[i].x() <= p[i-1].x() )
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| 147 |             {
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| 148 |                 fitMode = ParametricSpline;
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| 149 |                 break;
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| 150 |             }
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| 151 |         };
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| 152 |     }
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| 153 | 
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| 154 |     if ( fitMode == ParametricSpline )
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| 155 |         return fitParametric( points );
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| 156 |     else
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| 157 |         return fitSpline( points );
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| 158 | }
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| 159 | 
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| 160 | QPolygonF QwtSplineCurveFitter::fitSpline( const QPolygonF &points ) const
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| 161 | {
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| 162 |     d_data->spline.setPoints( points );
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| 163 |     if ( !d_data->spline.isValid() )
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| 164 |         return points;
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| 165 | 
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| 166 |     QPolygonF fittedPoints( d_data->splineSize );
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| 167 | 
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| 168 |     const double x1 = points[0].x();
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| 169 |     const double x2 = points[int( points.size() - 1 )].x();
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| 170 |     const double dx = x2 - x1;
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| 171 |     const double delta = dx / ( d_data->splineSize - 1 );
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| 172 | 
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| 173 |     for ( int i = 0; i < d_data->splineSize; i++ )
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| 174 |     {
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| 175 |         QPointF &p = fittedPoints[i];
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| 176 | 
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| 177 |         const double v = x1 + i * delta;
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| 178 |         const double sv = d_data->spline.value( v );
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| 179 | 
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| 180 |         p.setX( v );
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| 181 |         p.setY( sv );
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| 182 |     }
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| 183 |     d_data->spline.reset();
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| 184 | 
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| 185 |     return fittedPoints;
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| 186 | }
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| 187 | 
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| 188 | QPolygonF QwtSplineCurveFitter::fitParametric( const QPolygonF &points ) const
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| 189 | {
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| 190 |     int i;
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| 191 |     const int size = points.size();
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| 192 | 
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| 193 |     QPolygonF fittedPoints( d_data->splineSize );
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| 194 |     QPolygonF splinePointsX( size );
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| 195 |     QPolygonF splinePointsY( size );
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| 196 | 
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| 197 |     const QPointF *p = points.data();
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| 198 |     QPointF *spX = splinePointsX.data();
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| 199 |     QPointF *spY = splinePointsY.data();
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| 200 | 
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| 201 |     double param = 0.0;
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| 202 |     for ( i = 0; i < size; i++ )
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| 203 |     {
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| 204 |         const double x = p[i].x();
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| 205 |         const double y = p[i].y();
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| 206 |         if ( i > 0 )
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| 207 |         {
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| 208 |             const double delta = qSqrt( qwtSqr( x - spX[i-1].y() )
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| 209 |                       + qwtSqr( y - spY[i-1].y() ) );
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| 210 |             param += qMax( delta, 1.0 );
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| 211 |         }
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| 212 |         spX[i].setX( param );
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| 213 |         spX[i].setY( x );
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| 214 |         spY[i].setX( param );
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| 215 |         spY[i].setY( y );
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| 216 |     }
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| 217 | 
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| 218 |     d_data->spline.setPoints( splinePointsX );
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| 219 |     if ( !d_data->spline.isValid() )
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| 220 |         return points;
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| 221 | 
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| 222 |     const double deltaX =
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| 223 |         splinePointsX[size - 1].x() / ( d_data->splineSize - 1 );
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| 224 |     for ( i = 0; i < d_data->splineSize; i++ )
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| 225 |     {
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| 226 |         const double dtmp = i * deltaX;
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| 227 |         fittedPoints[i].setX( d_data->spline.value( dtmp ) );
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| 228 |     }
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| 229 | 
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| 230 |     d_data->spline.setPoints( splinePointsY );
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| 231 |     if ( !d_data->spline.isValid() )
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| 232 |         return points;
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| 233 | 
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| 234 |     const double deltaY =
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| 235 |         splinePointsY[size - 1].x() / ( d_data->splineSize - 1 );
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| 236 |     for ( i = 0; i < d_data->splineSize; i++ )
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| 237 |     {
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| 238 |         const double dtmp = i * deltaY;
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| 239 |         fittedPoints[i].setY( d_data->spline.value( dtmp ) );
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| 240 |     }
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| 241 | 
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| 242 |     return fittedPoints;
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| 243 | }
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| 244 | 
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| 245 | class QwtWeedingCurveFitter::PrivateData
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| 246 | {
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| 247 | public:
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| 248 |     PrivateData():
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| 249 |         tolerance( 1.0 )
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| 250 |     {
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| 251 |     }
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| 252 | 
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| 253 |     double tolerance;
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| 254 | };
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| 255 | 
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| 256 | class QwtWeedingCurveFitter::Line
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| 257 | {
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| 258 | public:
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| 259 |     Line( int i1 = 0, int i2 = 0 ):
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| 260 |         from( i1 ),
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| 261 |         to( i2 )
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| 262 |     {
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| 263 |     }
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| 264 | 
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| 265 |     int from;
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| 266 |     int to;
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| 267 | };
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| 268 | 
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| 269 | /*!
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| 270 |    Constructor
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| 271 | 
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| 272 |    \param tolerance Tolerance
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| 273 |    \sa setTolerance(), tolerance()
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| 274 | */
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| 275 | QwtWeedingCurveFitter::QwtWeedingCurveFitter( double tolerance )
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| 276 | {
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| 277 |     d_data = new PrivateData;
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| 278 |     setTolerance( tolerance );
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| 279 | }
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| 280 | 
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| 281 | //! Destructor
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| 282 | QwtWeedingCurveFitter::~QwtWeedingCurveFitter()
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| 283 | {
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| 284 |     delete d_data;
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| 285 | }
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| 286 | 
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| 287 | /*!
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| 288 |  Assign the tolerance
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| 289 | 
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| 290 |  The tolerance is the maximum distance, that is accaptable
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| 291 |  between the original curve and the smoothed curve.
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| 292 | 
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| 293 |  Increasing the tolerance will reduce the number of the
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| 294 |  resulting points.
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| 295 | 
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| 296 |  \param tolerance Tolerance
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| 297 | 
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| 298 |  \sa tolerance()
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| 299 | */
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| 300 | void QwtWeedingCurveFitter::setTolerance( double tolerance )
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| 301 | {
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| 302 |     d_data->tolerance = qMax( tolerance, 0.0 );
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| 303 | }
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| 304 | 
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| 305 | /*!
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| 306 |   \return Tolerance
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| 307 |   \sa setTolerance()
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| 308 | */
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| 309 | double QwtWeedingCurveFitter::tolerance() const
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| 310 | {
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| 311 |     return d_data->tolerance;
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| 312 | }
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| 313 | 
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| 314 | /*!
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| 315 |   \param points Series of data points
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| 316 |   \return Curve points
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| 317 | */
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| 318 | QPolygonF QwtWeedingCurveFitter::fitCurve( const QPolygonF &points ) const
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| 319 | {
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| 320 |     QStack<Line> stack;
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| 321 |     stack.reserve( 500 );
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| 322 | 
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| 323 |     const QPointF *p = points.data();
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| 324 |     const int nPoints = points.size();
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| 325 | 
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| 326 |     QVector<bool> usePoint( nPoints, false );
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| 327 | 
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| 328 |     double distToSegment;
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| 329 | 
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| 330 |     stack.push( Line( 0, nPoints - 1 ) );
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| 331 | 
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| 332 |     while ( !stack.isEmpty() )
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| 333 |     {
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| 334 |         const Line r = stack.pop();
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| 335 | 
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| 336 |         // initialize line segment
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| 337 |         const double vecX = p[r.to].x() - p[r.from].x();
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| 338 |         const double vecY = p[r.to].y() - p[r.from].y();
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| 339 | 
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| 340 |         const double vecLength = qSqrt( vecX * vecX + vecY * vecY );
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| 341 | 
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| 342 |         const double unitVecX = ( vecLength != 0.0 ) ? vecX / vecLength : 0.0;
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| 343 |         const double unitVecY = ( vecLength != 0.0 ) ? vecY / vecLength : 0.0;
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| 344 | 
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| 345 |         double maxDist = 0.0;
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| 346 |         int nVertexIndexMaxDistance = r.from + 1;
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| 347 |         for ( int i = r.from + 1; i < r.to; i++ )
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| 348 |         {
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| 349 |             //compare to anchor
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| 350 |             const double fromVecX = p[i].x() - p[r.from].x();
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| 351 |             const double fromVecY = p[i].y() - p[r.from].y();
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| 352 |             const double fromVecLength =
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| 353 |                 qSqrt( fromVecX * fromVecX + fromVecY * fromVecY );
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| 354 | 
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| 355 |             if ( fromVecX * unitVecX + fromVecY * unitVecY < 0.0 )
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| 356 |             {
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| 357 |                 distToSegment = fromVecLength;
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| 358 |             }
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| 359 |             if ( fromVecX * unitVecX + fromVecY * unitVecY < 0.0 )
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| 360 |             {
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| 361 |                 distToSegment = fromVecLength;
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| 362 |             }
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| 363 |             else
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| 364 |             {
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| 365 |                 const double toVecX = p[i].x() - p[r.to].x();
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| 366 |                 const double toVecY = p[i].y() - p[r.to].y();
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| 367 |                 const double toVecLength = qSqrt( toVecX * toVecX + toVecY * toVecY );
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| 368 |                 const double s = toVecX * ( -unitVecX ) + toVecY * ( -unitVecY );
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| 369 |                 if ( s < 0.0 )
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| 370 |                     distToSegment = toVecLength;
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| 371 |                 else
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| 372 |                 {
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| 373 |                     distToSegment = qSqrt( qFabs( toVecLength * toVecLength - s * s ) );
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| 374 |                 }
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| 375 |             }
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| 376 | 
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| 377 |             if ( maxDist < distToSegment )
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| 378 |             {
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| 379 |                 maxDist = distToSegment;
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| 380 |                 nVertexIndexMaxDistance = i;
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| 381 |             }
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| 382 |         }
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| 383 |         if ( maxDist <= d_data->tolerance )
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| 384 |         {
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| 385 |             usePoint[r.from] = true;
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| 386 |             usePoint[r.to] = true;
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| 387 |         }
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| 388 |         else
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| 389 |         {
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| 390 |             stack.push( Line( r.from, nVertexIndexMaxDistance ) );
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| 391 |             stack.push( Line( nVertexIndexMaxDistance, r.to ) );
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| 392 |         }
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| 393 |     }
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| 394 | 
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| 395 |     int cnt = 0;
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| 396 | 
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| 397 |     QPolygonF stripped( nPoints );
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| 398 |     for ( int i = 0; i < nPoints; i++ )
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| 399 |     {
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| 400 |         if ( usePoint[i] )
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| 401 |             stripped[cnt++] = p[i];
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| 402 |     }
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| 403 |     stripped.resize( cnt );
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| 404 |     return stripped;
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| 405 | }
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