HCovarianceVSxy Class Reference

#include <Histograms.h>

Inherits Histograms.

Public Member Functions
void	Clear () override
void	Fill (const double &x, const double &y, const double &a, const double &b) override
double	Get (const double &x, const double &y) const
	HCovarianceVSxy (const TString &name, const TString &title, const int totBinsX, const double &xMin, const double &xMax, const int totBinsY, const double &yMin, const double &yMax, TDirectory *dir=nullptr, bool varianceCheck=false)
	HCovarianceVSxy (TFile *inputFile, const TString &name, const TString &dirName)
	Contructor to read histograms from file. More...
void	Write () override
	~HCovarianceVSxy () override

Protected Member Functions
int	getXindex (const double &x) const
int	getYindex (const double &y) const

Protected Attributes
Covariance **	covariances_
double	deltaX_
double	deltaY_
TH2D *	histoCovariance_
TH1D ***	histoVarianceCheck_
bool	readMode_
int	totBinsX_
int	totBinsY_
int	totBinsZ_
bool	varianceCheck_
double	xMin_
double	yMin_

Detailed Description

This class can be used to compute the covariance of two variables with respect to other two variables (to see e.g. how does the covariance of ptVSphi vary with respect to (pt,eta).

Definition at line 1908 of file Histograms.h.

Constructor & Destructor Documentation

HCovarianceVSxy() [1/2]

HCovarianceVSxy::HCovarianceVSxy ( const TString &  name, const TString &  title, const int  totBinsX, const double &  xMin, const double &  xMax, const int  totBinsY, const double &  yMin, const double &  yMax, TDirectory *  dir = nullptr, bool  varianceCheck = false  )

inline

Definition at line 1910 of file Histograms.h.

References covariances_, DeadROC_duringRun::dir, histoCovariance_, histoVarianceCheck_, mps_fire::i, dqmiolumiharvest::j, Skims_PA_cff::name, runGCPTkAlMap::title, totBinsX_, totBinsY_, varianceCheck_, multiplicitycorr_cfi::xMax, photonAnalyzer_cfi::xMin, multiplicitycorr_cfi::yMax, and photonAnalyzer_cfi::yMin.

      : totBinsX_(totBinsX),
        totBinsY_(totBinsY),
        xMin_(xMin),
        deltaX_(xMax - xMin),
        yMin_(yMin),
        deltaY_(yMax - yMin),
        readMode_(false),
        varianceCheck_(varianceCheck) {
    name_ = name;
    histoDir_ = dir;
    histoCovariance_ = new TH2D(name + "Covariance", title + " covariance", totBinsX, xMin, xMax, totBinsY, yMin, yMax);

    covariances_ = new Covariance*[totBinsX];
    for (int i = 0; i < totBinsX; ++i) {
      covariances_[i] = new Covariance[totBinsY];
    }
    if (varianceCheck_) {
      histoVarianceCheck_ = new TH1D**[totBinsX_];
      for (int i = 0; i < totBinsX_; ++i) {
        histoVarianceCheck_[i] = new TH1D*[totBinsY_];
        for (int j = 0; j < totBinsY_; ++j) {
          std::stringstream namei;
          std::stringstream namej;
          namei << i;
          namej << j;
          histoVarianceCheck_[i][j] = new TH1D(name + "_" + namei.str() + "_" + namej.str(), name, 10000, -1, 1);
        }
      }
    }
  }

HCovarianceVSxy() [2/2]

HCovarianceVSxy::HCovarianceVSxy ( TFile *  inputFile, const TString &  name, const TString &  dirName  )

inline

Contructor to read histograms from file.

Definition at line 1951 of file Histograms.h.

References gather_cfg::cout, deltaX_, deltaY_, TrackerOfflineValidation_Dqm_cff::dirName, beamvalidation::exit(), histoCovariance_, dtResolutionTest_cfi::inputFile, Skims_PA_cff::name, totBinsX_, totBinsY_, xMin_, and yMin_.

                                                                                 : readMode_(true) {
    histoDir_ = (TDirectory*)(inputFile->Get(dirName.Data()));
    if (histoDir_ == nullptr) {
      std::cout << "Error: directory not found" << std::endl;
      exit(0);
    }
    histoCovariance_ = (TH2D*)(histoDir_->Get(name));
    totBinsX_ = histoCovariance_->GetNbinsX();
    xMin_ = histoCovariance_->GetXaxis()->GetBinLowEdge(1);
    deltaX_ = histoCovariance_->GetXaxis()->GetBinUpEdge(totBinsX_) - xMin_;
    totBinsY_ = histoCovariance_->GetNbinsY();
    yMin_ = histoCovariance_->GetYaxis()->GetBinLowEdge(1);
    deltaY_ = histoCovariance_->GetYaxis()->GetBinUpEdge(totBinsY_) - yMin_;
  }

~HCovarianceVSxy()

HCovarianceVSxy::~HCovarianceVSxy ( )

inlineoverride

Definition at line 1966 of file Histograms.h.

References covariances_, histoCovariance_, histoVarianceCheck_, mps_fire::i, dqmiolumiharvest::j, totBinsX_, totBinsY_, and varianceCheck_.

                              {
    delete histoCovariance_;
    // Free covariances
    for (int i = 0; i < totBinsX_; ++i) {
      delete[] covariances_[i];
    }
    delete[] covariances_;
    // Free variance check histograms
    if (varianceCheck_) {
      for (int i = 0; i < totBinsX_; ++i) {
        for (int j = 0; j < totBinsY_; ++j) {
          delete histoVarianceCheck_[i][j];
        }
        delete[] histoVarianceCheck_[i];
      }
      delete[] histoVarianceCheck_;
    }
  }

Member Function Documentation

Clear()

void HCovarianceVSxy::Clear ( )

inlineoverride

Definition at line 2061 of file Histograms.h.

References histoCovariance_, histoVarianceCheck_, mps_fire::i, dqmiolumiharvest::j, totBinsX_, totBinsY_, and varianceCheck_.

                        {
    histoCovariance_->Clear();
    if (varianceCheck_) {
      for (int i = 0; i < totBinsX_; ++i) {
        for (int j = 0; j < totBinsY_; ++j) {
          histoVarianceCheck_[i][j]->Clear();
        }
      }
    }
  }

Fill()

void HCovarianceVSxy::Fill ( const double &  x, const double &  y, const double &  a, const double &  b  )

inlineoverride

x and y should be the variables VS which we are computing the covariance (pt and eta) a and b should be the variables OF which we are computing the covariance

Definition at line 1989 of file Histograms.h.

References a, b, covariances_, Covariance::fill(), getXindex(), getYindex(), histoVarianceCheck_, totBinsX_, totBinsY_, varianceCheck_, x, and y.

Referenced by ResolutionAnalyzer::analyze().

                                                                                         {
    // Need to convert the (x,y) values to the array indeces
    int xIndex = getXindex(x);
    int yIndex = getYindex(y);
    // Only fill values if they are in the selected range
    if (0 <= xIndex && xIndex < totBinsX_ && 0 <= yIndex && yIndex < totBinsY_) {
      // if( TString(histoCovariance_->GetName()).Contains("CovarianceCotgTheta_Covariance") )
      covariances_[xIndex][yIndex].fill(a, b);
      // Should be used with the variance, in which case a==b
      if (varianceCheck_)
        histoVarianceCheck_[xIndex][yIndex]->Fill(a);
    }
  }

Get()

double HCovarianceVSxy::Get ( const double &  x, const double &  y  ) const

inline

Definition at line 2004 of file Histograms.h.

References getXindex(), getYindex(), histoCovariance_, totBinsX_, totBinsY_, x, and y.

                                                     {
    // Need to convert the (x,y) values to the array indeces
    int xIndex = getXindex(x);
    int yIndex = getYindex(y);
    // If the values exceed the limits of the histogram, return the border values
    if (xIndex < 0)
      xIndex = 0;
    if (xIndex >= totBinsX_)
      xIndex = totBinsX_ - 1;
    if (yIndex < 0)
      yIndex = 0;
    if (yIndex >= totBinsY_)
      yIndex = totBinsY_ - 1;
    return histoCovariance_->GetBinContent(xIndex + 1, yIndex + 1);
  }

getXindex()

int HCovarianceVSxy::getXindex ( const double &  x ) const

inlineprotected

Definition at line 2073 of file Histograms.h.

References deltaX_, createfilelist::int, totBinsX_, x, and xMin_.

Referenced by Fill(), and Get().

{ return int((x - xMin_) / deltaX_ * totBinsX_); }

getYindex()

int HCovarianceVSxy::getYindex ( const double &  y ) const

inlineprotected

Definition at line 2074 of file Histograms.h.

References deltaY_, createfilelist::int, totBinsY_, y, and yMin_.

Referenced by Fill(), and Get().

{ return int((y - yMin_) / deltaY_ * totBinsY_); }

Write()

void HCovarianceVSxy::Write ( )

inlineoverride

Definition at line 2020 of file Histograms.h.

References svgfig::canvas(), gather_cfg::cout, Covariance::covariance(), covariances_, histoCovariance_, histoVarianceCheck_, readMode_, totBinsX_, totBinsY_, varianceCheck_, photonAnalyzer_cfi::xBin, and photonAnalyzer_cfi::yBin.

Referenced by ResolutionAnalyzer::writeHistoMap().

                        {
    if (!readMode_) {
      std::cout << "writing: " << histoCovariance_->GetName() << std::endl;
      for (int xBin = 0; xBin < totBinsX_; ++xBin) {
        for (int yBin = 0; yBin < totBinsY_; ++yBin) {
          double covariance = covariances_[xBin][yBin].covariance();
          // Histogram bins start from 1
          // std::cout << "covariance["<<xBin<<"]["<<yBin<<"] with N = "<<covariances_[xBin][yBin].getN()<<" is: " << covariance << std::endl;
          histoCovariance_->SetBinContent(xBin + 1, yBin + 1, covariance);
        }
      }
      if (histoDir_ != nullptr)
        histoDir_->cd();
      TCanvas canvas(TString(histoCovariance_->GetName()) + "_canvas",
                     TString(histoCovariance_->GetTitle()) + " canvas",
                     1000,
                     800);
      canvas.Divide(2);
      canvas.cd(1);
      histoCovariance_->Draw("lego");
      canvas.cd(2);
      histoCovariance_->Draw("surf5");
      canvas.Write();
      histoCovariance_->Write();

      TDirectory* binsDir = nullptr;
      if (varianceCheck_) {
        if (histoDir_ != nullptr) {
          histoDir_->cd();
          if (binsDir == nullptr)
            binsDir = histoDir_->mkdir(name_ + "Bins");
          binsDir->cd();
        }
        for (int xBin = 0; xBin < totBinsX_; ++xBin) {
          for (int yBin = 0; yBin < totBinsY_; ++yBin) {
            histoVarianceCheck_[xBin][yBin]->Write();
          }
        }
      }
    }
  }

Member Data Documentation

covariances_

Covariance** HCovarianceVSxy::covariances_

protected

Definition at line 2076 of file Histograms.h.

Referenced by Fill(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

deltaX_

double HCovarianceVSxy::deltaX_

protected

Definition at line 2078 of file Histograms.h.

Referenced by getXindex(), and HCovarianceVSxy().

deltaY_

double HCovarianceVSxy::deltaY_

protected

Definition at line 2078 of file Histograms.h.

Referenced by getYindex(), and HCovarianceVSxy().

histoCovariance_

TH2D* HCovarianceVSxy::histoCovariance_

protected

Definition at line 2075 of file Histograms.h.

Referenced by Clear(), Get(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

histoVarianceCheck_

TH1D*** HCovarianceVSxy::histoVarianceCheck_

protected

Definition at line 2081 of file Histograms.h.

Referenced by Clear(), Fill(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

readMode_

bool HCovarianceVSxy::readMode_

protected

Definition at line 2079 of file Histograms.h.

Referenced by Write().

totBinsX_

int HCovarianceVSxy::totBinsX_

protected

Definition at line 2077 of file Histograms.h.

Referenced by Clear(), Fill(), Get(), getXindex(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

totBinsY_

int HCovarianceVSxy::totBinsY_

protected

Definition at line 2077 of file Histograms.h.

Referenced by Clear(), Fill(), Get(), getYindex(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

totBinsZ_

int HCovarianceVSxy::totBinsZ_

protected

Definition at line 2077 of file Histograms.h.

varianceCheck_

bool HCovarianceVSxy::varianceCheck_

protected

Definition at line 2080 of file Histograms.h.

Referenced by Clear(), Fill(), HCovarianceVSxy(), Write(), and ~HCovarianceVSxy().

xMin_

double HCovarianceVSxy::xMin_

protected

Definition at line 2078 of file Histograms.h.

Referenced by getXindex(), and HCovarianceVSxy().

yMin_

double HCovarianceVSxy::yMin_

protected

Definition at line 2078 of file Histograms.h.

Referenced by getYindex(), and HCovarianceVSxy().