Spline2DHelper.h

Go to the documentation of this file.

// Copyright 2019-2020 CERN and copyright holders of ALICE O2.
// See https://alice-o2.web.cern.ch/copyright for details of the copyright holders.
// All rights not expressly granted are reserved.
//
// This software is distributed under the terms of the GNU General Public
// License v3 (GPL Version 3), copied verbatim in the file "COPYING".
//
// In applying this license CERN does not waive the privileges and immunities
// granted to it by virtue of its status as an Intergovernmental Organization
// or submit itself to any jurisdiction.
 
 
#ifndef ALICEO2_GPUCOMMON_TPCFASTTRANSFORMATION_Spline2DHelper_H
#define ALICEO2_GPUCOMMON_TPCFASTTRANSFORMATION_Spline2DHelper_H
 
#include <cmath>
#include <vector>
 
#include "GPUCommonDef.h"
#include "GPUCommonRtypes.h"
#include "Spline1D.h"
#include "Spline2D.h"
#include "Spline1DHelperOld.h"
#include <functional>
#include <string>
 
namespace o2::gpu
{
 
template <typename DataT>
class Spline2DHelper
{
 public:
 
  Spline2DHelper();
 
  Spline2DHelper(const Spline2DHelper&) = delete;
 
  Spline2DHelper& operator=(const Spline2DHelper&) = delete;
 
  ~Spline2DHelper() = default;
 
 
  void approximateFunction(
    Spline2DContainerBase<DataT, FlatObject>& spline,
    double x1Min, double x1Max, double x2Min, double x2Max,
    std::function<void(double x1, double x2, double f[/*spline.getYdimensions()*/])> F,
    int32_t nAuxiliaryDataPointsU1 = 4, int32_t nAuxiliaryDataPointsU2 = 4);
 
  // A wrapper around approximateDataPoints()
  void approximateFunctionViaDataPoints(
    Spline2DContainerBase<DataT, FlatObject>& spline,
    double x1Min, double x1Max, double x2Min, double x2Max,
    std::function<void(double x1, double x2, double f[/*spline.getYdimensions()*/])> F,
    int32_t nAuxiliaryDataPointsU1 = 4, int32_t nAuxiliaryDataPointsU2 = 4);
 
  void approximateDataPoints(
    Spline2DContainerBase<DataT, FlatObject>& spline, DataT* splineParameters, double x1Min, double x1Max, double x2Min, double x2Max,
    const double dataPointX1[/*nDataPoints*/], const double dataPointX2[/*nDataPoints*/],
    const double dataPointF[/*nDataPoints x spline.getYdimensions*/], const double dataPointWeight[/*nDataPoints*/], int32_t nDataPoints);
 
 
  int32_t setSpline(const Spline2DContainerBase<DataT, FlatObject>& spline, int32_t nAuxiliaryPointsU1, int32_t nAuxiliaryPointsU2);
 
  void approximateFunction(
    DataT* Fparameters, double x1Min, double x1Max, double x2Min, double x2Max,
    std::function<void(double x1, double x2, double f[/*mFdimensions*/])> F) const;
 
  void approximateFunctionBatch(
    DataT* Fparameters, double x1Min, double x1Max, double x2Min, double x2Max,
    std::function<void(const std::vector<double>& x1, const std::vector<double>& x2, std::vector<double> f[/*mFdimensions*/])> F,
    uint32_t batchsize) const;
 
  void approximateFunction(
    DataT* Fparameters, const double DataPointF[/*getNumberOfDataPoints() x nFdim*/]) const;
 
  int32_t getNumberOfDataPointsU1() const { return mHelperU1.getNumberOfDataPoints(); }
 
  int32_t getNumberOfDataPointsU2() const { return mHelperU2.getNumberOfDataPoints(); }
 
  int32_t getNumberOfDataPoints() const { return getNumberOfDataPointsU1() * getNumberOfDataPointsU2(); }
 
  const Spline1DHelperOld<DataT>& getHelperU1() const { return mHelperU1; }
  const Spline1DHelperOld<DataT>& getHelperU2() const { return mHelperU2; }
 
 
  const char* getLastError() const { return mError.c_str(); }
 
#if !defined(GPUCA_GPUCODE) && !defined(GPUCA_STANDALONE) // code invisible on GPU and in the standalone compilation
  static int32_t test(const bool draw = 0, const bool drawDataPoints = 1);
#endif
 
 private:
  void setGrid(Spline2DContainerBase<DataT, FlatObject>& spline, double x1Min, double x1Max, double x2Min, double x2Max);
  void getScoefficients(int32_t iu, int32_t iv, double u, double v,
                        double c[16], int32_t indices[16]);
 
  int32_t storeError(int32_t code, const char* msg);
 
  std::string mError = ""; 
  int32_t mFdimensions;    
  Spline1DHelperOld<DataT> mHelperU1;
  Spline1DHelperOld<DataT> mHelperU2;
  Spline1D<double, 0> fGridU;
  Spline1D<double, 0> fGridV;
 
  ClassDefNV(Spline2DHelper, 0);
};
 
template <typename DataT>
void Spline2DHelper<DataT>::approximateFunction(
  Spline2DContainerBase<DataT, FlatObject>& spline,
  double x1Min, double x1Max, double x2Min, double x2Max,
  std::function<void(double x1, double x2, double f[/*spline.getYdimensions()*/])> F,
  int32_t nAuxiliaryDataPointsU1, int32_t nAuxiliaryDataPointsU2)
{
  setSpline(spline, nAuxiliaryDataPointsU1, nAuxiliaryDataPointsU2);
  approximateFunction(spline.getParameters(), x1Min, x1Max, x2Min, x2Max, F);
  spline.setXrange(x1Min, x1Max, x2Min, x2Max);
}
 
template <typename DataT>
int32_t Spline2DHelper<DataT>::setSpline(
  const Spline2DContainerBase<DataT, FlatObject>& spline, int32_t nAuxiliaryPointsU, int32_t nAuxiliaryPointsV)
{
  // Prepare creation of 2D irregular spline
  // The should be at least one (better, two) Auxiliary measurements on each segnment between two knots and at least 2*nKnots measurements in total
  // Returns 0 when the spline can not be constructed with the given nAuxiliaryPoints
 
  int32_t ret = 0;
  mFdimensions = spline.getYdimensions();
  if (mHelperU1.setSpline(spline.getGridX1(), mFdimensions, nAuxiliaryPointsU) != 0) {
    ret = storeError(-2, "Spline2DHelper::setSpline2D: error by setting U axis");
  }
  if (mHelperU2.setSpline(spline.getGridX2(), mFdimensions, nAuxiliaryPointsV) != 0) {
    ret = storeError(-3, "Spline2DHelper::setSpline2D: error by setting V axis");
  }
  return ret;
}
 
} // namespace o2::gpu
 
#endif