Specialisation of FD (binned) spline class. More...

#include <splines/splinesDUNE.h>

Inheritance diagram for splinesDUNE:

Collaboration diagram for splinesDUNE:

Public Member Functions
	splinesDUNE (covarianceXsec *xsec_cov)
	Constructor.

virtual	~splinesDUNE ()
	Destructor.

virtual void	FillSampleArray (std::string SampleName, std::vector< std::string > OscChanFileNames) override
	Fills indexing for each sample and generates a large spline vector.

virtual std::vector< std::vector< int > >	StripDuplicatedModes (std::vector< std::vector< int > > InputVector) override
	Find sand strips dubplicate modes to ensure everything corresponds to MaCh3 modes.

virtual std::vector< std::vector< int > >	GetEventSplines (std::string SampleName, int iOscChan, int EventMode, double Var1Val, double Var2Val, double Var3Val) override
	Getter method for each spline.

Detailed Description

Specialisation of FD (binned) spline class.

Definition at line 7 of file splinesDUNE.h.

Constructor & Destructor Documentation

◆ splinesDUNE()

splinesDUNE::splinesDUNE ( covarianceXsec * xsec_cov )

Constructor.

Parameters

xsec_cov cross-section matrix

Definition at line 7 of file splinesDUNE.cpp.

                                                 : splineFDBase(xsec_cov) {
  MACH3LOG_INFO("Created splinesDUNE object");
}

◆ ~splinesDUNE()

splinesDUNE::~splinesDUNE ( )

virtual

Destructor.

Definition at line 11 of file splinesDUNE.cpp.

                         {
  MACH3LOG_INFO("Deleting splineSKBase object");
}

Member Function Documentation

◆ FillSampleArray()

void splinesDUNE::FillSampleArray	(	std::string	SampleName,
		std::vector< std::string >	OscChanFileNames )

overridevirtual

Fills indexing for each sample and generates a large spline vector.

Parameters

SampleName	Name of sample
OscChanFileNames	names of oscillation channels in the sample

Definition at line 16 of file splinesDUNE.cpp.

{
 
  int iSample = getSampleIndex(SampleName);
 
  enum ModeState {
    kInConfig = 0,
    kInConfigAndInFile,
    kInFile
  };
 
  std::vector<std::map<std::string,ModeState>> ModeStatus;
 
  //Create map of Mode Status
  for (unsigned iSyst = 0; iSyst < SplineFileParPrefixNames[iSample].size(); iSyst++) 
  {
    auto modes = SplineModeVecs[iSample][iSyst];
    ModeStatus.emplace_back();
 
    for (auto const & mode : modes) 
    {
      //Add Modes from config
      ModeStatus.back()[MaCh3mode_ToDUNEString((MaCh3_Mode)mode).c_str()] = kInConfig;
    }
  }
 
  int nOscChannels = nOscChans[iSample];
 
  for (int iOscChan = 0; iOscChan < nOscChannels; iOscChan++)
  {
    std::cout << "Processing:" << OscChanFileNames[iOscChan] << std::endl;
 
    TFile *File = new TFile(OscChanFileNames[iOscChan].c_str(), "READ");
    if (!File || File->IsZombie())
    {
      std::cerr << "File " << OscChanFileNames[iOscChan] << " not found" << std::endl;
      throw;
    }
 
    //This is the MC specific part of the code
    //i.e. we always assume that the splines are just store in  single TDirectory and they're all in there as single objects
    TIter Next(File->GetListOfKeys());
    TKey *Key;
 
    std::set<std::string> unique_spline_names;
    int nb_splines = 0;
 
    while ((Key = (TKey *)Next()))
    {
      TClass *Class = gROOT->GetClass(Key->GetClassName());
 
      //Skip the TGraphs also in the spline files
      if (!Class->InheritsFrom("TSpline3")){continue;}
      const char* keyName = Key->GetName();
 
      char* SplineName = new char[strlen(keyName) + 1];
      strcpy(SplineName, keyName);
 
      nb_splines += 1;
      if(unique_spline_names.count(std::string(SplineName)) > 0){
        if (std::string(SplineName).find("unknown") == std::string::npos){
          //std::cout << "Repeated entry for spline named: " << std::string(SplineName) << std::endl;
          continue;
        }
      }
      unique_spline_names.insert(std::string(SplineName));
 
      char *Syst;
      char *Mode;
      int Var1Bin;
      int Var2Bin;
      int Var3Bin;
 
      char *Token = strtok(SplineName, "_");
      Token = strtok(NULL, "_");
      Syst = Token;
 
      int SystNum = -1;
      for (unsigned iSyst = 0; iSyst < SplineFileParPrefixNames[iSample].size(); iSyst++) {
        if (strcmp(Syst, SplineFileParPrefixNames[iSample][iSyst].c_str()) == 0) {
          SystNum = iSyst;
          break;
        }
      }
 
      // If the syst doesn't match any of the spline names then skip it
      if (SystNum == -1){
        continue;
      }
 
      int ModeNum = -1;
      Mode = strtok(NULL, "_");
      for (unsigned int iMode = 0; iMode < SplineModeVecs[iSample][SystNum].size(); iMode++) {
        if (strcmp(Mode, MaCh3mode_ToDUNEString((MaCh3_Mode)SplineModeVecs[iSample][SystNum][iMode]).c_str()) == 0) {
          ModeNum = iMode;
          break;
        }
      }
 
      //Check if mode has been registered already
      if(ModeStatus[SystNum].count(Mode))
      {
        //Chech if mode has been found in config
        if(ModeStatus[SystNum][Mode]!=kInFile) 
        {
          ModeStatus[SystNum][Mode]=kInConfigAndInFile;
        }
        else 
        {
          continue; //Skip if mode has been found in file but not config
        }
      }
      else
      {
        ModeStatus[SystNum][Mode]=kInFile; //If mode hasn't been registered then skip because it's not in the config 
        continue;
      }
 
      TSpline3 *Obj = (TSpline3 *)Key->ReadObj();
      TSpline3_red *Spline = new TSpline3_red(Obj);
      delete Obj;
      
      Token = strtok(NULL, "_"); // DB Needed to remove sp from spline name
 
      Var1Bin = atoi(strtok(NULL, "_"));
      Var2Bin = atoi(strtok(NULL, "_"));
 
      char *Var3Bin_Char = strtok(NULL, "_");
      if (Var3Bin_Char == NULL)
      {
        Var3Bin = 0;
      }
      else
      {
        Var3Bin = atoi(Var3Bin_Char);
      }
 
      if (isValidSplineIndex(SampleName, iOscChan, SystNum, ModeNum, Var1Bin, Var2Bin, Var3Bin))
      {
        // loop over all the spline knots and check their value
        // if the value is 1 then set the flat bool to false
        int nKnots = Spline->GetNp();
        bool isFlat = true;
 
        for (int iKnot = 0; iKnot < nKnots; iKnot++)
        {
          double x = -999;
          double y = -999;
          Spline->GetKnot(iKnot, x, y);
 
          if (x == -999 || y == -999)
          {
            std::cerr << "Something has gone wrong... knot position is at -999" << std::endl;
            std::cerr << "This error brought you by the folks at : "<<__FILE__<<" : "<<__LINE__<<std::endl;
            throw;
          }
 
          double Eval = Spline->Eval(x);
          if (Eval < 0.99999 || Eval > 1.00001)
          {
            isFlat = false;
            break;
          }
        }
 
        //Rather than keeping a mega vector of splines then converting, this should just keep everything nice in memory!
        indexvec[iSample][iOscChan][SystNum][ModeNum][Var1Bin][Var2Bin][Var3Bin]=MonolithIndex;
 
        coeffindexvec.push_back(CoeffIndex);
        // Should save memory rather saving [x_i_0 ,... x_i_maxknots] for every spline!
        if (isFlat)
        {
          splinevec_Monolith.push_back(NULL);
          delete Spline;
        }
        else{
          splinevec_Monolith.push_back(Spline);
          int np=Spline->GetNp();
          uniquecoeffindices.push_back(MonolithIndex); //So we can get the unique coefficients and skip flat splines later on!
          CoeffIndex+=np;
        }
    
        MonolithIndex+=1;
      }
    }//End of loop over all TKeys in file
    //ETA - I have no idea why but this breaks in ROOT 6.24 :/
    std::cout << "Got " << nb_splines << " total splines with " << unique_spline_names.size() << " unique names." << std::endl;
    delete File;
  } //End of oscillation channel loop
 
  //Find all modes which have been found in the spline file but have not been specified in the config
  for (unsigned iSyst = 0; iSyst < SplineFileParPrefixNames[iSample].size(); iSyst++) 
  {
    std::vector<std::string> MissedModes;
    for (auto const & ModeUsage : ModeStatus[iSyst])
    {
      if(ModeUsage.second==kInFile)
      {
        MissedModes.push_back(ModeUsage.first);
      }
    }
 
    if(MissedModes.size()!=0)
    {
      MACH3LOG_INFO("Parameter {} has splines for {} modes which have not been read in!", SplineFileParPrefixNames[iSample][iSyst].c_str(), MissedModes.size());
      std::cout << "Modes: ";  
      for (auto const & Mode : MissedModes)
      {
        std::cout << Mode << " ";  
      }
      std::cout << std::endl;
    }
  } 
  
  return;
}

◆ GetEventSplines()

std::vector< std::vector< int > > splinesDUNE::GetEventSplines	(	std::string	SampleName,
		int	iOscChan,
		int	EventMode,
		double	Var1Val,
		double	Var2Val,
		double	Var3Val )

overridevirtual

Getter method for each spline.

Parameters

SampleName	Name of sample
iOscChan	Oscillation channel of sample
EventMode	Mode of event
Var1Val	Bin 1 value
Var2Val	Bin 2 value
Var3Val	Bin 3 value

Returns: Value of spline for given bin

Definition at line 238 of file splinesDUNE.cpp.

{
  std::vector<std::vector<int>> ReturnVec;
  int SampleIndex = -1;
  for (unsigned int iSample = 0; iSample < SampleNames.size(); iSample++) {
    if (SampleName == SampleNames[iSample]) {
      SampleIndex = iSample;
    }
  }
 
  if (SampleIndex == -1)
  {
    MACH3LOG_ERROR("Sample not found: {}", SampleName);
    throw MaCh3Exception(__FILE__, __LINE__);
  }
 
  int nSplineSysts = (int)indexvec[SampleIndex][iOscChan].size();
  //ETA- this is already a MaCh3 mode
  //int Mode = MaCh3Mode_to_SplineMode(MaCh3_Mode(EventMode));
  int Mode = MaCh3_Mode(EventMode);
 
  int Var1Bin = SplineBinning[SampleIndex][iOscChan][0]->FindBin(Var1Val)-1;
  if (Var1Bin < 0 || Var1Bin >= SplineBinning[SampleIndex][iOscChan][0]->GetNbins()){
    //Explicitly push back with an empty vector
    ReturnVec.push_back(std::vector<int>());
    return ReturnVec;
  }
 
  int Var2Bin = SplineBinning[SampleIndex][iOscChan][1]->FindBin(Var2Val)-1;
  if (Var2Bin < 0 || Var2Bin >= SplineBinning[SampleIndex][iOscChan][1]->GetNbins()){
    //Explicitly push back with an empty vector
    ReturnVec.push_back(std::vector<int>());
    return ReturnVec;
  }
 
  int Var3Bin = SplineBinning[SampleIndex][iOscChan][2]->FindBin(Var3Val)-1;
 
  if (Var3Bin < 0 || Var3Bin >= SplineBinning[SampleIndex][iOscChan][2]->GetNbins()){
    //Explicitly push back with an empty vector
    ReturnVec.push_back(std::vector<int>());
    return ReturnVec;
  }
 
  for(int iSyst=0; iSyst<nSplineSysts; iSyst++){
    std::vector<int> spline_modes = SplineModeVecs[SampleIndex][iSyst];
    int nSampleModes = (int)spline_modes.size();
 
    //ETA - look here at the length of spline_modes and what you're actually comparing against
    for(int iMode = 0; iMode<nSampleModes ; iMode++){
      if(Mode == spline_modes[iMode]){
        std::vector<int> event_vec(7);
        event_vec[0]=SampleIndex;
        event_vec[1]=iOscChan;
        event_vec[2]=iSyst;
        event_vec[3]=iMode;
        event_vec[4]=Var1Bin;
        event_vec[5]=Var2Bin;
        event_vec[6]=Var3Bin;
        int splineID=indexvec[SampleIndex][iOscChan][iSyst][iMode][Var1Bin][Var2Bin][Var3Bin];
        if(!isflatarray[splineID]){
          ReturnVec.push_back(event_vec);
        }
      }
    }
  }
 
  return ReturnVec;
}

◆ StripDuplicatedModes()

std::vector< std::vector< int > > splinesDUNE::StripDuplicatedModes ( std::vector< std::vector< int > > InputVector )

overridevirtual

Find sand strips dubplicate modes to ensure everything corresponds to MaCh3 modes.

Parameters

InputVector Input vector of smodes

Returns: Processed vector with merged modes

Definition at line 310 of file splinesDUNE.cpp.

                                                                                                     {
  
  //ETA - this is of size nPars from the xsec model 
  int InputVectorSize = InputVector.size();
  std::vector< std::vector<int> > ReturnVec(InputVectorSize);
 
  //ETA - loop over all systematics
  for (int iVec=0;iVec<InputVectorSize;iVec++) {
    std::vector<int> TmpVec;
    
    //Loop over the modes that we've listed in xsec cov
    for (unsigned int iMode = 0 ; iMode < InputVector[iVec].size() ; iMode++){
      //Convert the MaCh3 mode to spline mode (could use MaCh3Mode_SplineMode_Map here)
      int iSplineMode = MaCh3Mode_to_SplineMode(InputVector[iVec][iMode]);
      bool IncludeMode = true;
 
      //Now check to see if we've already included this unique spline mode
      for(unsigned int entry_i = 0 ; entry_i < TmpVec.size() ; entry_i++){
        //Check to see if we've already included this unique SK spline mode
        if(iSplineMode == TmpVec[entry_i]){
          IncludeMode = false;
        }
      }
      
      if(IncludeMode){
        //Push back with the spline mode a systematic applies to
        TmpVec.push_back(iSplineMode);
      }
      
    }//end of loop over modes for a syst
    
    ReturnVec[iVec] = TmpVec;
  }//end of loop over systs
  
  return ReturnVec;
}

The documentation for this class was generated from the following files:

splines/splinesDUNE.h
splines/splinesDUNE.cpp

Public Member Functions

Detailed Description

Constructor & Destructor Documentation

◆ splinesDUNE()

◆ ~splinesDUNE()

Member Function Documentation

◆ FillSampleArray()

◆ GetEventSplines()

◆ StripDuplicatedModes()