qgsalgorithmkmeansclustering.h

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/***************************************************************************
                         qgsalgorithmkmeansclustering.h
                         ---------------------
    begin                : June 2018
    copyright            : (C) 2018 by Nyall Dawson
    email                : nyall dot dawson at gmail dot com
 ***************************************************************************/
 
/***************************************************************************
 *                                                                         *
 *   This program is free software; you can redistribute it and/or modify  *
 *   it under the terms of the GNU General Public License as published by  *
 *   the Free Software Foundation; either version 2 of the License, or     *
 *   (at your option) any later version.                                   *
 *                                                                         *
 ***************************************************************************/
 
#ifndef QGSALGORITHMKMEANSCLUSTERING_H
#define QGSALGORITHMKMEANSCLUSTERING_H
 
#define SIP_NO_FILE
 
#include "qgis_sip.h"
#include "qgis_analysis.h"
#include "qgsprocessingalgorithm.h"
 
 
 
class ANALYSIS_EXPORT QgsKMeansClusteringAlgorithm : public QgsProcessingAlgorithm
{
  public:
    QgsKMeansClusteringAlgorithm() = default;
    void initAlgorithm( const QVariantMap &configuration = QVariantMap() ) override;
    QString name() const override;
    QString displayName() const override;
    QStringList tags() const override;
    QString group() const override;
    QString groupId() const override;
    QString shortHelpString() const override;
    QgsKMeansClusteringAlgorithm *createInstance() const override SIP_FACTORY;
 
  protected:
    QVariantMap processAlgorithm( const QVariantMap &parameters, QgsProcessingContext &context, QgsProcessingFeedback *feedback ) override;
 
  private:
    struct Feature
    {
        Feature( QgsPointXY point )
          : point( point )
        {}
 
        QgsPointXY point;
        int cluster = -1;
    };
 
    static void initClusters( std::vector<Feature> &points, std::vector<QgsPointXY> &centers, int k, QgsProcessingFeedback *feedback );
    static void calculateKMeans( std::vector<Feature> &points, std::vector<QgsPointXY> &centers, int k, QgsProcessingFeedback *feedback );
    static void findNearest( std::vector<Feature> &points, const std::vector<QgsPointXY> &centers, int k, bool &changed );
    static void updateMeans( const std::vector<Feature> &points, std::vector<QgsPointXY> &centers, std::vector<uint> &weights, int k );
 
    friend class TestQgsProcessingAlgsPt1;
};
 
 
#endif // QGSALGORITHMKMEANSCLUSTERING_H