Kriging.h

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#pragma once
#ifndef KRIGING_CLASS
 
#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION
 
#include <iostream>
#include <string>
#include <vector>
#include <list>
 
#include <Python.h>
#include <numpy/arrayobject.h>
 
#include "KrigingParams.h"
#include "IBase.h"
#include "DataSet.h"
 
using namespace std;
using std::string;
 
class Kriging : protected IBase
{
private:
    KrigingParams params;
    DataSet ds;
    string modelStr;
 
public:
    Kriging(const std::string scriptName);
    Kriging(const std::string scriptName, const KrigingParams params);
    ~Kriging();
 
    void setParameters(const KrigingParams params);
    KrigingParams getParameters();
    void setDataSet(DataSet ds);
    DataSet getDataSet();
    void setModelStr(const string model);
    string getModelStr();
 
    void initializePython();
 
    //void train(const char* scriptName, const char* funcName);
    int predict();
 
    // Inherited via ScriptBase
    virtual int setDataset(std::list<std::vector<double>> d) override;
    virtual int train() override;
    virtual int predict(std::list<std::vector<double>> d) override;
    virtual void getModel() override;
 
 
    int testing();
 
    int dsTest();
 
    std::string outputs;
 
};
 
 
#endif