PixelResolutionHistograms.cc

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//
//  The implementation of the PixelResolutinHistograms.cc class.  Please
//  look at PixelResolutionHistograms.h header file for the interface.
//
//------------------------------------------------------------------------------
 
// The switch, undefined in CMSSW release, and defined by standalone compilation script:
 
#ifdef SI_PIXEL_TEMPLATE_STANDALONE
//
//--- Stand-alone: Include a the header file from the local directory, as well as
//    dummy implementations of SimpleHistogramGenerator, LogInfo, LogError and LogDebug...
//
#include "PixelResolutionHistograms.h"
//
class TH1F;
class TH2F;
class SimpleHistogramGenerator {
public:
  SimpleHistogramGenerator(TH1F* hist) : hist_(hist){};
 
private:
  TH1F* hist_;  // we don't own it
};
#define LOGDEBUG std::cout
#define LOGERROR std::cout
#define LOGINFO std::cout
//
#else
//--- We're inside a CMSSW release: Include the real thing.
//
#include "FastSimulation/TrackingRecHitProducer/interface/PixelResolutionHistograms.h"
#include "FastSimulation/Utilities/interface/RandomEngineAndDistribution.h"
#include "FastSimulation/Utilities/interface/SimpleHistogramGenerator.h"
#include "FWCore/MessageLogger/interface/MessageLogger.h"
//
#define LOGDEBUG LogDebug("")
#define LOGERROR edm::LogError("Error")
#define LOGINFO edm::LogInfo("Info")
//
#endif
 
// Generic C stuff
#include <cmath>
#include <iostream>
#include <string>
 
// ROOT
#include <TFile.h>
#include <TH1F.h>
#include <TH2F.h>
 
// Global definitions
const float cmtomicron = 10000.0;
 
//------------------------------------------------------------------------------
//  Constructor: Books the FastSim Histograms, given the input parameters
//  which are provided as arguments. These variables are then const inside
//  the class. (That is, once we make the histograms, we can't change the
//  definition of the binning.)
//------------------------------------------------------------------------------
PixelResolutionHistograms::PixelResolutionHistograms(std::string filename,   // ROOT file for histograms
                                                     std::string rootdir,    // Subdirectory in the file, "" if none
                                                     std::string descTitle,  // Descriptive title
                                                     unsigned int detType,   // Where we are... (&&& do we need this?)
                                                     double cotbetaBinWidth,
                                                     double cotbetaLowEdge,
                                                     int cotbetaBins,
                                                     double cotalphaBinWidth,
                                                     double cotalphaLowEdge,
                                                     int cotalphaBins)  //,
                                                                        //int   qbinWidth,
                                                                        //int   qbins )
    : weOwnHistograms_(true),                                           // we'll be making some histos
      detType_(detType),
      cotbetaBinWidth_(cotbetaBinWidth),
      cotbetaLowEdge_(cotbetaLowEdge),
      cotbetaBins_(cotbetaBins),
      cotalphaBinWidth_(cotalphaBinWidth),
      cotalphaLowEdge_(cotalphaLowEdge),
      cotalphaBins_(cotalphaBins),
      qbinWidth_(1),
      qbins_(4),
      binningHisto_(nullptr),
      resMultiPixelXHist_(),
      resSinglePixelXHist_(),  // all to nullptr
      resMultiPixelYHist_(),
      resSinglePixelYHist_(),  // all to nullptr
      qbinHist_(),             // all to nullptr
      file_(nullptr),
      status_(0),
      resMultiPixelXGen_(),
      resSinglePixelXGen_(),
      resMultiPixelYGen_(),
      resSinglePixelYGen_(),
      qbinGen_() {
  file_ = std::make_unique<TFile>(filename.c_str(), "RECREATE");
  //Resolution binning
  // const double   cotbetaBinWidth = 1.0;
  // const double   cotbetaLowEdge  = -11.5 ;
  // const int  cotbetaBins = 23;
  // const double   cotalphaBinWidth    = 0.08 ;
  // const double   cotalphaLowEdge = -0.36 ;
  // const int  cotalphaBins    = 9;
  // const int  qbinWidth   = 1;
  // const int  qbins       = 4;
 
  // Dummy 2D histogram to store binning:
  binningHisto_ = new TH2F("ResHistoBinning",
                           descTitle.c_str(),
                           cotbetaBins,
                           cotbetaLowEdge,
                           cotbetaLowEdge + cotbetaBins * cotbetaBinWidth,
                           cotalphaBins,
                           cotalphaLowEdge,
                           cotalphaLowEdge + cotalphaBins * cotalphaBinWidth);
 
  // Store detType in the underflow bin
  binningHisto_->SetBinContent(0, 0, detType_);
 
  // All other histograms:
  Char_t histo[200];
  Char_t title[200];
  //
  //--- Histograms for clusters with multiple pixels hit in a given direction.
  //
  for (int ii = 0; ii < cotbetaBins_; ii++) {
    for (int jj = 0; jj < cotalphaBins_; jj++) {
      for (int kk = 0; kk < qbins_; kk++) {
        //
        sprintf(histo, "hx%d1%02d%d%d", detType_, ii + 1, jj + 1, kk + 1);  //information of bits of histogram names
        //--- First bit 1/0 barrel/forward, second 1/0 multi/single, cotbeta, cotalpha, qbins
        sprintf(title,
                "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin %d npixel>1 X",
                cotbetaLowEdge_ + ii * cotbetaBinWidth_,
                cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
                cotalphaLowEdge_ + jj * cotalphaBinWidth_,
                cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_,
                kk + 1);
        //
        resMultiPixelXHist_[ii][jj][kk] = new TH1F(histo, title, 1000, -0.05, 0.05);
 
        sprintf(histo, "hy%d1%02d%d%d", detType_, ii + 1, jj + 1, kk + 1);
        sprintf(title,
                "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin %d npixel>1 Y",
                cotbetaLowEdge_ + ii * cotbetaBinWidth_,
                cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
                cotalphaLowEdge_ + jj * cotalphaBinWidth_,
                cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_,
                kk + 1);
        //
        resMultiPixelYHist_[ii][jj][kk] = new TH1F(histo, title, 1000, -0.05, 0.05);
      }
    }
  }
 
  //
  //--- Histograms for clusters where only a single pixel was hit in a given direction.
  //
  for (int ii = 0; ii < cotbetaBins_; ii++) {
    for (int jj = 0; jj < cotalphaBins_; jj++) {
      sprintf(histo, "hx%d0%02d%d", detType_, ii + 1, jj + 1);  //information of bits of histogram names
      //first bit 1/0 barrel/forward, second 1/0 multi/single, cotbeta, cotalpha
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f npixel=1 X",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      resSinglePixelXHist_[ii][jj] = new TH1F(histo, title, 1000, -0.05, 0.05);
 
      sprintf(histo, "hy%d0%02d%d", detType_, ii + 1, jj + 1);
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f npixel=1 Y",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      resSinglePixelYHist_[ii][jj] = new TH1F(histo, title, 1000, -0.05, 0.05);
 
      sprintf(histo, "hqbin%d%02d%d", detType_, ii + 1, jj + 1);
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      qbinHist_[ii][jj] = new TH1F(histo, title, 4, -0.49, 3.51);
    }
  }
}
 
//------------------------------------------------------------------------------
//  Another constructor: load the histograms from one file.
//     filename = full path to filename
//     rootdir  = ROOT directory inside the file
//
//  The other parameters are the same (needed later) and must correspond
//  to the histograms we are loading from the file.
//------------------------------------------------------------------------------
PixelResolutionHistograms::PixelResolutionHistograms(std::string filename,
                                                     std::string rootdir,
                                                     int detType,
                                                     bool ignore_multi,
                                                     bool ignore_single,
                                                     bool ignore_qBin)
    : weOwnHistograms_(false),  // resolution histograms are owned by the ROOT file
      detType_(-1),
      cotbetaBinWidth_(0),
      cotbetaLowEdge_(0),
      cotbetaBins_(0),
      cotalphaBinWidth_(0),
      cotalphaLowEdge_(0),
      cotalphaBins_(0),
      qbinWidth_(1),
      qbins_(4),
      binningHisto_(nullptr),
      resMultiPixelXHist_(),
      resSinglePixelXHist_(),  // all to nullptr
      resMultiPixelYHist_(),
      resSinglePixelYHist_(),  // all to nullptr
      qbinHist_(),             // all to nullptr
      file_(nullptr),
      status_(0),
      resMultiPixelXGen_(),
      resSinglePixelXGen_(),
      resMultiPixelYGen_(),
      resSinglePixelYGen_(),
      qbinGen_() {
  Char_t histo[200];        // the name of the histogram
  Char_t title[200];        // histo title, for debugging and sanity checking (compare inside file)
  TH1F* tmphist = nullptr;  // cache for histo pointer
 
  //--- Open the file for reading.
  file_ = std::make_unique<TFile>(filename.c_str(), "READ");
  if (!file_) {
    status_ = 1;
    LOGERROR << "PixelResolutionHistograms:: Error, file " << filename << " not found.";
    return;  // PixelTemplateSmearerBase will throw an exception upon our return.
  }
 
  //--- The dummy 2D histogram with the binning of cot\beta and cot\alpha:
  binningHisto_ = (TH2F*)file_->Get(Form("%s%s", rootdir.c_str(), "ResHistoBinning"));
  if (!binningHisto_) {
    status_ = 11;
    LOGERROR << "PixelResolutionHistograms:: Error, binning histogrram ResHistoBinning not found.";
    return;  // PixelTemplateSmearerBase will throw an exception upon our return.
  }
 
  if (detType == -1) {
    //--- Fish out detType from the underflow bin:
    detType_ = binningHisto_->GetBinContent(0, 0);
  } else {
    detType_ = detType;  // constructor's argument overrides what's in ResHistoBinning histogram.
  }
 
  //--- Now we fill the binning variables:
  cotbetaAxis_ = binningHisto_->GetXaxis();
  cotbetaBinWidth_ = binningHisto_->GetXaxis()->GetBinWidth(1);  // assume all same width
  cotbetaLowEdge_ = binningHisto_->GetXaxis()->GetXmin();        // low edge of the first bin
  cotbetaBins_ = binningHisto_->GetXaxis()->GetNbins();
  cotalphaAxis_ = binningHisto_->GetYaxis();
  cotalphaBinWidth_ = binningHisto_->GetYaxis()->GetBinWidth(1);  // assume all same width;
  cotalphaLowEdge_ = binningHisto_->GetYaxis()->GetXmin();        // low edge of the first bin;
  cotalphaBins_ = binningHisto_->GetYaxis()->GetNbins();
 
  if (!ignore_multi) {
    //
    //--- Histograms for clusters with multiple pixels hit in a given direction.
    //
    for (int ii = 0; ii < cotbetaBins_; ii++) {
      for (int jj = 0; jj < cotalphaBins_; jj++) {
        for (int kk = 0; kk < qbins_; kk++) {
          //
          sprintf(histo, "hx%d1%02d%d%d", detType_, ii + 1, jj + 1, kk + 1);  //information of bits of histogram names
          //--- First bit 1/0 barrel/forward, second 1/0 multi/single, cotbeta, cotalpha, qbins
          sprintf(title,
                  "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin %d npixel>1 X",
                  cotbetaLowEdge_ + ii * cotbetaBinWidth_,
                  cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
                  cotalphaLowEdge_ + jj * cotalphaBinWidth_,
                  cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_,
                  kk + 1);
          //
          tmphist = (TH1F*)file_->Get(Form("%s%s", rootdir.c_str(), histo));
          if (!tmphist) {
            status_ = 2;
            LOGERROR << "Failed to find histogram=" << std::string(histo);
            return;
          }
          LOGDEBUG << "Found histo " << std::string(histo) << " with title = " << std::string(tmphist->GetTitle())
                   << std::endl;
          if (tmphist->GetEntries() < 5) {
            LOGINFO << "Histogram " << std::string(histo) << " has only " << tmphist->GetEntries()
                    << " entries. Trouble ahead." << std::endl;
          }
          resMultiPixelXHist_[ii][jj][kk] = tmphist;
          resMultiPixelXGen_[ii][jj][kk] = new SimpleHistogramGenerator(tmphist);
 
          sprintf(histo, "hy%d1%02d%d%d", detType_, ii + 1, jj + 1, kk + 1);
          sprintf(title,
                  "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin %d npixel>1 Y",
                  cotbetaLowEdge_ + ii * cotbetaBinWidth_,
                  cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
                  cotalphaLowEdge_ + jj * cotalphaBinWidth_,
                  cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_,
                  kk + 1);
          //
          tmphist = (TH1F*)file_->Get(Form("%s%s", rootdir.c_str(), histo));
          if (!tmphist) {
            status_ = 3;
            LOGERROR << "Failed to find histogram=" << std::string(histo);
            return;
          }
          LOGDEBUG << "Found histo " << std::string(histo) << " with title = " << std::string(tmphist->GetTitle())
                   << std::endl;
          if (tmphist->GetEntries() < 5) {
            LOGINFO << "Histogram " << std::string(histo) << " has only " << tmphist->GetEntries()
                    << " entries. Trouble ahead." << std::endl;
          }
          resMultiPixelYHist_[ii][jj][kk] = tmphist;
          resMultiPixelYGen_[ii][jj][kk] = new SimpleHistogramGenerator(tmphist);
        }
      }
    }
    //
  }  // if (not ignore multi)
 
  //
  //--- Histograms for clusters where only a single pixel was hit in a given direction.
  //
  for (int ii = 0; ii < cotbetaBins_; ii++) {
    for (int jj = 0; jj < cotalphaBins_; jj++) {
      //--- Single pixel, along X.
      //
      sprintf(histo, "hx%d0%02d%d", detType_, ii + 1, jj + 1);  //information of bits of histogram names
      //--- First bit 1/0 barrel/forward, second 1/0 multi/single, cotbeta, cotalpha
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f npixel=1 X",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      tmphist = (TH1F*)file_->Get(Form("%s%s", rootdir.c_str(), histo));
      if (!tmphist) {
        if (!ignore_single) {
          LOGERROR << "Failed to find histogram=" << std::string(histo);
          status_ = 4;
          return;
        }
      } else {
        LOGDEBUG << "Found histo " << std::string(histo) << " with title = " << std::string(tmphist->GetTitle())
                 << std::endl;
        LOGDEBUG << "Found histo with title = " << std::string(tmphist->GetTitle()) << std::endl;
        if (tmphist->GetEntries() < 5) {
          LOGINFO << "Histogram " << std::string(histo) << " has only " << tmphist->GetEntries()
                  << " entries. Trouble ahead." << std::endl;
        }
        resSinglePixelXHist_[ii][jj] = tmphist;
        resSinglePixelXGen_[ii][jj] = new SimpleHistogramGenerator(tmphist);
      }
 
      //--- Single pixel, along Y.
      //
      sprintf(histo, "hy%d0%02d%d", detType_, ii + 1, jj + 1);
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f npixel=1 Y",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      tmphist = (TH1F*)file_->Get(Form("%s%s", rootdir.c_str(), histo));
      if (!tmphist) {
        if (!ignore_single) {
          LOGERROR << "Failed to find histogram=" << std::string(histo);
          status_ = 5;
          return;
        }
      } else {
        LOGDEBUG << "Found histo " << std::string(histo) << " with title = " << std::string(tmphist->GetTitle())
                 << std::endl;
        if (tmphist->GetEntries() < 5) {
          LOGINFO << "Histogram " << std::string(histo) << " has only " << tmphist->GetEntries()
                  << " entries. Trouble ahead." << std::endl;
        }
        resSinglePixelYHist_[ii][jj] = tmphist;
        resSinglePixelYGen_[ii][jj] = new SimpleHistogramGenerator(tmphist);
      }
 
      //--- qBin distribution, for this (cotbeta, cotalpha) bin.
      //
      sprintf(histo, "hqbin%d%02d%d", detType_, ii + 1, jj + 1);
      sprintf(title,
              "cotbeta %.1f-%.1f cotalpha %.2f-%.2f qbin",
              cotbetaLowEdge_ + ii * cotbetaBinWidth_,
              cotbetaLowEdge_ + (ii + 1) * cotbetaBinWidth_,
              cotalphaLowEdge_ + jj * cotalphaBinWidth_,
              cotalphaLowEdge_ + (jj + 1) * cotalphaBinWidth_);
      //
      tmphist = (TH1F*)file_->Get(Form("%s%s", rootdir.c_str(), histo));
      if (!tmphist) {
        if (!ignore_qBin) {
          LOGERROR << "Failed to find histogram=" << std::string(histo);
          status_ = 6;
          return;
        }
      } else {
        LOGDEBUG << "Found histo " << std::string(histo) << " with title = " << std::string(tmphist->GetTitle())
                 << std::endl;
        if (tmphist->GetEntries() < 5) {
          LOGINFO << "Histogram " << std::string(histo) << " has only " << tmphist->GetEntries()
                  << " entries. Trouble ahead." << std::endl;
        }
        qbinHist_[ii][jj] = tmphist;
        qbinGen_[ii][jj] = new SimpleHistogramGenerator(tmphist);
      }
    }
  }
}
 
//------------------------------------------------------------------------------
//  Destructor.  Use file_ pointer to tell whether we loaded the histograms
//  from a file (and do not own them), or we built them ourselves and thus need
//  to delete them.
//------------------------------------------------------------------------------
PixelResolutionHistograms::~PixelResolutionHistograms() {
  //--- Delete histograms, but only if we own them. If
  //--- they came from a file, let them be.
  //
  if (!weOwnHistograms_) {
    //--- Read the histograms from the TFile, the file will take care of them.
    file_->Close();
  } else {
    //--- We made the histograms, so first write them inthe output ROOT file and close it.
    LOGINFO << "PixelResHistoStore: Writing the histograms to the output file. "  // << filename
            << std::endl;
    file_->Write();
    file_->Close();
 
    // ROOT file has the ownership, and once the file is closed,
    // all of these guys are deleted.  So, we don't need to do anything.
  }  // else
 
  //--- Delete FastSim generators. (It's safe to delete a nullptr.)
  for (int ii = 0; ii < cotbetaBins_; ii++) {
    for (int jj = 0; jj < cotalphaBins_; jj++) {
      for (int kk = 0; kk < qbins_; kk++) {
        delete resMultiPixelXGen_[ii][jj][kk];
        delete resMultiPixelYGen_[ii][jj][kk];
      }
    }
  }
  for (int ii = 0; ii < cotbetaBins_; ii++) {
    for (int jj = 0; jj < cotalphaBins_; jj++) {
      delete resSinglePixelXGen_[ii][jj];
      delete resSinglePixelYGen_[ii][jj];
      delete qbinGen_[ii][jj];
    }
  }
}
 
//------------------------------------------------------------------------------
//  Fills the appropriate FastSim histograms.
//  Returns 0 if the relevant histogram(s) were found and filled, 1 if not.
//------------------------------------------------------------------------------
int PixelResolutionHistograms::Fill(
    double dx, double dy, double cotalpha, double cotbeta, int qbin, int nxpix, int nypix) {
  int icotalpha, icotbeta, iqbin;
  icotalpha = (int)floor((cotalpha - cotalphaLowEdge_) / cotalphaBinWidth_);
  icotbeta = (int)floor((cotbeta - cotbetaLowEdge_) / cotbetaBinWidth_);
  iqbin = qbin > 2 ? 3 : qbin;
  if (icotalpha >= 0 && icotalpha < cotalphaBins_ && icotbeta >= 0 && icotbeta < cotbetaBins_) {
    qbinHist_[icotbeta][icotalpha]->Fill((double)iqbin);
    if (nxpix == 1)
      resSinglePixelXHist_[icotbeta][icotalpha]->Fill(dx / cmtomicron);
    else
      resMultiPixelXHist_[icotbeta][icotalpha][iqbin]->Fill(dx / cmtomicron);
    if (nypix == 1)
      resSinglePixelYHist_[icotbeta][icotalpha]->Fill(dy / cmtomicron);
    else
      resMultiPixelYHist_[icotbeta][icotalpha][iqbin]->Fill(dy / cmtomicron);
  }
 
  return 0;
}
 
//------------------------------------------------------------------------------
//  Return the histogram generator for resolution in X.  A generator contains
//  both the histogram and knows how to throw a random number off it.  It is
//  called from FastSim (from PixelTemplateSmearerBase).
//  If cotalpha or cotbeta are outside of the range, return the end of the range.
//------------------------------------------------------------------------------
const SimpleHistogramGenerator* PixelResolutionHistograms::getGeneratorX(double cotalpha,
                                                                         double cotbeta,
                                                                         int qbin,
                                                                         bool single) {
  int icotalpha, icotbeta, iqbin;
  icotalpha = (int)floor((cotalpha - cotalphaLowEdge_) / cotalphaBinWidth_);
  icotbeta = (int)floor((cotbeta - cotbetaLowEdge_) / cotbetaBinWidth_);
  iqbin = qbin > 2 ? 3 : qbin;  // if (qbin>2) then = 3, else return qbin
  //
  //if( icotalpha >= 0 && icotalpha < cotalphaBins_ && icotbeta >= 0 && icotbeta < cotbetaBins_ ) {
 
  if (icotalpha < 0)
    icotalpha = 0;
  if (icotalpha >= cotalphaBins_)
    icotalpha = cotalphaBins_ - 1;
 
  if (icotbeta < 0)
    icotbeta = 0;
  if (icotbeta >= cotbetaBins_)
    icotbeta = cotbetaBins_ - 1;
 
  // At this point we are sure to return *some bin* from the 3D histogram
 
  if (single)
    return resSinglePixelXGen_[icotbeta][icotalpha];
  else
    return resMultiPixelXGen_[icotbeta][icotalpha][iqbin];
 
  // }
  //else
  //return nullptr;
}
 
//------------------------------------------------------------------------------
//  Return the histogram generator for resolution in Y.  A generator contains
//  both the histogram and knows how to throw a random number off it.  It is
//  called from FastSim (from PixelTemplateSmearerBase).
//  If cotalpha or cotbeta are outside of the range, return the end of the range.
//------------------------------------------------------------------------------
const SimpleHistogramGenerator* PixelResolutionHistograms::getGeneratorY(double cotalpha,
                                                                         double cotbeta,
                                                                         int qbin,
                                                                         bool single) {
  int icotalpha, icotbeta, iqbin;
  icotalpha = (int)floor((cotalpha - cotalphaLowEdge_) / cotalphaBinWidth_);
  icotbeta = (int)floor((cotbeta - cotbetaLowEdge_) / cotbetaBinWidth_);
  iqbin = qbin > 2 ? 3 : qbin;  // if (qbin>2) then = 3, else return qbin
  //
  //if( icotalpha >= 0 && icotalpha < cotalphaBins_ && icotbeta >= 0 && icotbeta < cotbetaBins_ ) {
 
  if (icotalpha < 0)
    icotalpha = 0;
  if (icotalpha >= cotalphaBins_)
    icotalpha = cotalphaBins_ - 1;
 
  if (icotbeta < 0)
    icotbeta = 0;
  if (icotbeta >= cotbetaBins_)
    icotbeta = cotbetaBins_ - 1;
 
  // At this point we are sure to return *some bin* from the 3D histogram
 
  if (single)
    return resSinglePixelYGen_[icotbeta][icotalpha];
  else
    return resMultiPixelYGen_[icotbeta][icotalpha][iqbin];
 
  //}
  //else
  //return nullptr;
}