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using namespace ROOT;
using ROOT::RDF::RNode;
using floats = ROOT::VecOps::RVec<float>;
using ints = ROOT::VecOps::RVec<int>;
using bools = ROOT::VecOps::RVec<bool>;
using chars = ROOT::VecOps::RVec<UChar_t>;
using doubles = ROOT::VecOps::RVec<double>;
vector<float> HitResolutionVector;
vector<float> DoubleDifferenceVector;
vector<float> HitDXVector;
vector<float> TrackDXVector;
vector<float> TrackDXEVector;
std::string InputFileString;
std::string HitResoFileName;
std::string GaussianFitsFileName;
void ResolutionsCalculator(const string& region, const int& Unit_Int, const int& UL) {
std::string CutFlowReportString;
std::string DoubleDiffString;
std::string HitDXString;
std::string TrackDXString;
std::string TrackDXEString;
std::string ClusterW1String = "clusterW1";
std::string ClusterW2String = "clusterW2";
switch (UL) {
case 0:
switch (Unit_Int) {
case 0:
GaussianFitsFileName = "GaussianFits_PitchUnits_ALCARECO.root";
HitResoFileName = "HitResolutionValues_PitchUnits_ALCARECO.txt";
CutFlowReportString = "CutFlowReport_" + region + "_PitchUnits_ALCARECO.txt";
DoubleDiffString = "hitDX_OverPitch-trackDX_OverPitch";
HitDXString = "hitDX_OverPitch";
TrackDXString = "trackDX_OverPitch";
TrackDXEString = "trackDXE_OverPitch";
break;
case 1:
GaussianFitsFileName = "GaussianFits_Centimetres_ALCARECO.root";
HitResoFileName = "HitResolutionValues_Centimetres_ALCARECO.txt";
CutFlowReportString = "CutFlowReport_" + region + "_Centimetres_ALCARECO.txt";
DoubleDiffString = "hitDX-trackDX";
HitDXString = "hitDX";
TrackDXString = "trackDX";
TrackDXEString = "trackDXE";
break;
default:
std::cout << "ERROR: UnitInt must be 0 or 1." << std::endl;
break;
}
InputFileString = "hitresol_ALCARECO.root";
break;
case 1:
switch (Unit_Int) {
case 0:
GaussianFitsFileName = "GaussianFits_PitchUnits_ALCARECO_UL.root";
HitResoFileName = "HitResolutionValues_PitchUnits_ALCARECO_UL.txt";
CutFlowReportString = "CutFlowReport_" + region + "_PitchUnits_ALCARECO_UL.txt";
DoubleDiffString = "hitDX_OverPitch-trackDX_OverPitch";
HitDXString = "hitDX_OverPitch";
TrackDXString = "trackDX_OverPitch";
TrackDXEString = "trackDXE_OverPitch";
break;
case 1:
GaussianFitsFileName = "GaussianFits_Centimetres_ALCARECO_UL.root";
HitResoFileName = "HitResolutionValues_Centimetres_ALCARECO_UL.txt";
CutFlowReportString = "CutFlowReport_" + region + "_Centimetres_ALCARECO_UL.txt";
DoubleDiffString = "hitDX-trackDX";
HitDXString = "hitDX";
TrackDXString = "trackDX";
TrackDXEString = "trackDXE";
break;
default:
std::cout << "ERROR: UnitInt must be 0 or 1." << std::endl;
break;
}
InputFileString = "hitresol_ALCARECO_UL.root";
break;
default:
std::cout << "The UL input parameter must be set to 0 (for ALCARECO) or 1 (for UL ALCARECO)." << std::endl;
break;
}
//opening the root file
ROOT::RDataFrame d("anResol/reso", InputFileString);
int RegionInt = 0;
if (region == "TIB_L1") {
RegionInt = 1;
} else if (region == "TIB_L2") {
RegionInt = 2;
} else if (region == "TIB_L3") {
RegionInt = 3;
} else if (region == "TIB_L4") {
RegionInt = 4;
} else if (region == "Side_TID") {
RegionInt = 5;
} else if (region == "Wheel_TID") {
RegionInt = 6;
} else if (region == "Ring_TID") {
RegionInt = 7;
} else if (region == "TOB_L1") {
RegionInt = 8;
} else if (region == "TOB_L2") {
RegionInt = 9;
} else if (region == "TOB_L3") {
RegionInt = 10;
} else if (region == "TOB_L4") {
RegionInt = 11;
} else if (region == "TOB_L5") {
RegionInt = 12;
} else if (region == "TOB_L6") {
RegionInt = 13;
} else if (region == "Side_TEC") {
RegionInt = 14;
} else if (region == "Wheel_TEC") {
RegionInt = 15;
} else if (region == "Ring_TEC") {
RegionInt = 16;
} else if (region == "TIB_All") {
RegionInt = 17;
} else if (region == "TOB_All") {
RegionInt = 18;
} else if (region == "TID_All") {
RegionInt = 19;
} else if (region == "TEC_All") {
RegionInt = 20;
} else if (region == "Pixel_Barrel") {
RegionInt = 21;
} else if (region == "Pixel_EndcapDisk") {
RegionInt = 22;
} else {
std::cout << "Error: The tracker region " << region
<< " was chosen. Please choose a region out of: TIB L1, TIB L2, TIB L3, TIB L4, Side TID, Wheel TID, "
"Ring TID, TOB L1, TOB L2, TOB L3, TOB L4, TOB L5, TOB L6, Side TEC, Wheel TEC or Ring TEC."
<< std::endl;
return 0;
}
//Lambda function to filter the detID for different layers
auto SubDet_Function{[&RegionInt](const int& detID1_input, const int& detID2_input) {
bool OutputBool = 0;
switch (RegionInt) {
case 1: {
OutputBool = (((detID1_input >> 25) & 0x7) == 3) && ((detID1_input >> 14) & 0x7) == 1 &&
(((detID2_input >> 25) & 0x7) == 3) && ((detID2_input >> 14) & 0x7) == 1; //TIB L1
break;
}
case 2: {
OutputBool = (((detID1_input >> 25) & 0x7) == 3) && (((detID1_input >> 14) & 0x7) == 2) &&
(((detID2_input >> 25) & 0x7) == 3) && (((detID2_input >> 14) & 0x7) == 2); //TIB L2
break;
}
case 3: {
OutputBool = (((detID1_input >> 25) & 0x7) == 3) && (((detID1_input >> 14) & 0x7) == 3) &&
(((detID2_input >> 25) & 0x7) == 3) && (((detID2_input >> 14) & 0x7) == 3); //TIB L3
break;
}
case 4: {
OutputBool = (((detID1_input >> 25) & 0x7) == 3) && (((detID1_input >> 14) & 0x7) == 4) &&
(((detID2_input >> 25) & 0x7) == 3) && (((detID2_input >> 14) & 0x7) == 4); //TIB L4
break;
}
case 5: {
OutputBool = ((((detID1_input >> 13) & 0x3) == 1) && (((detID2_input >> 13) & 0x3) == 1)) ||
((((detID1_input >> 13) & 0x3) == 2) &&
(((detID2_input >> 13) & 0x3) == 2)); //TID Side (1 -> TID-, 2 -> TID+)
break;
}
case 6: {
OutputBool = (((detID1_input >> 11) & 0x3) == 2) && (((detID2_input >> 11) & 0x3) == 2); //TID Wheel
break;
}
case 7: {
OutputBool = ((((detID1_input >> 9) & 0x3) == 2) && (((detID2_input >> 9) & 0x3) == 2)); //TID Ring
break;
}
case 8: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 1) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 1); //TOB L1
break;
}
case 9: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 2) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 2); //TOB L2
break;
}
case 10: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 3) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 3); //TOB L3
break;
}
case 11: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 4) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 4); //TOB L4
break;
}
case 12: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 5) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 5); //TOB L5
break;
}
case 13: {
OutputBool = (((detID1_input >> 25) & 0x7) == 5) && (((detID1_input >> 14) & 0x7) == 6) &&
(((detID2_input >> 25) & 0x7) == 5) && (((detID2_input >> 14) & 0x7) == 6); //TOB L6
break;
}
case 14: {
OutputBool = ((((detID1_input >> 18) & 0x3) == 1) && (((detID2_input >> 18) & 0x3) == 1)) ||
((((detID1_input >> 18) & 0x3) == 2) &&
(((detID2_input >> 18) & 0x3) == 2)); //Side TEC (1 -> back, 2 -> front)
break;
}
case 15: {
OutputBool = (((detID1_input >> 14) & 0xF) == 4) && (((detID2_input >> 14) & 0xF) == 4); //Wheel TEC
break;
}
case 16: {
OutputBool = (((detID1_input >> 5) & 0x7) == 3) && (((detID2_input >> 5) & 0x7) == 3); //Ring TEC
break;
}
case 17: {
OutputBool = ((((detID1_input >> 25) & 0x7) == 3) && (((detID2_input >> 25) & 0x7) == 3)); //All TIB
break;
}
case 18: {
OutputBool = ((((detID1_input >> 25) & 0x7) == 5) && (((detID2_input >> 25) & 0x7) == 5)); //All TOB
break;
}
case 19: {
OutputBool = ((((detID1_input >> 13) & 0x3) == 1) && (((detID2_input >> 13) & 0x7) == 1)) ||
((((detID1_input >> 13) & 0x3) == 2) && (((detID2_input >> 13) & 0x7) == 2)) ||
((((detID1_input >> 11) & 0x3) == 2) && (((detID2_input >> 11) & 0x3) == 2)) ||
((((detID1_input >> 9) & 0x3) == 2) && (((detID2_input >> 9) & 0x3) == 2)) ||
((((detID1_input >> 7) & 0x3) == 1) && (((detID2_input >> 7) & 0x3) == 1)) ||
((((detID1_input >> 7) & 0x3) == 2) && (((detID2_input >> 7) & 0x3) == 2)) ||
((((detID1_input >> 2) & 0x1F) == 5) && (((detID2_input >> 2) & 0x1F) == 5)) ||
((((detID1_input >> 0) & 0x3) == 0) && (((detID2_input >> 0) & 0x3) == 0)) ||
((((detID1_input >> 0) & 0x3) == 1) && (((detID2_input >> 0) & 0x3) == 1)) ||
((((detID1_input >> 0) & 0x3) == 2) && (((detID2_input >> 0) & 0x3) == 2)); //All TID
break;
}
case 20: {
OutputBool = ((((detID1_input >> 18) & 0x3) == 1) && (((detID2_input >> 18) & 0x3) == 1)) ||
((((detID1_input >> 18) & 0x3) == 2) && (((detID2_input >> 18) & 0x3) == 2)) ||
((((detID1_input >> 14) & 0xF) == 4) && (((detID2_input >> 14) & 0xF) == 4)) ||
((((detID1_input >> 12) & 0x3) == 1) && (((detID2_input >> 12) & 0x3) == 1)) ||
((((detID1_input >> 12) & 0x3) == 2) && (((detID2_input >> 12) & 0x3) == 2)) ||
((((detID1_input >> 8) & 0xF) == 4) && (((detID2_input >> 8) & 0xF) == 4)) ||
((((detID1_input >> 5) & 0x7) == 3) && (((detID2_input >> 5) & 0x7) == 3)) ||
((((detID1_input >> 2) & 0x7) == 3) && (((detID2_input >> 2) & 0x7) == 3)) ||
((((detID1_input >> 0) & 0x3) == 1) && (((detID2_input >> 0) & 0x3) == 1)) ||
((((detID1_input >> 0) & 0x3) == 2) && (((detID2_input >> 0) & 0x3) == 2)) ||
((((detID1_input >> 0) & 0x3) == 3) && (((detID2_input >> 0) & 0x3) == 3)); //All TEC
break;
}
case 21: {
OutputBool =
(((detID1_input >> 20) & 0xF) == 4) && (((detID2_input >> 20) & 0xF) == 4); //pixel barrel (phase 1)
break;
}
case 22: {
OutputBool =
(((detID1_input >> 18) & 0xF) == 4) && (((detID2_input >> 18) & 0xF) == 4); //pixel endcap disk (phase 1)
break;
}
}
return OutputBool;
}};
//Function for expressing the hit resolution in either micrometres or pitch units.
auto Pitch_Function{[&Unit_Int](const float& pitch, const float& input) {
float InputOverPitch = input / pitch;
return InputOverPitch;
}};
//Defining columns needed for the unit conversion into pitch units, and applying the filter for the subdetector
auto dataframe = d.Define("hitDX_OverPitch", Pitch_Function, {"pitch1", "hitDX"})
.Define("trackDX_OverPitch", Pitch_Function, {"pitch1", "trackDX"})
.Define("trackDXE_OverPitch", Pitch_Function, {"pitch1", "trackDXE"})
.Filter(SubDet_Function, {"detID1", "detID2"}, "Subdetector filter");
//Implementing selection criteria that were not implemented in HitResol.cc
auto PairPathCriteriaFunction{[&RegionInt](const float& pairPath_input) {
if ((RegionInt > 0 && RegionInt < 5) || (RegionInt > 7 || RegionInt < 13) || (RegionInt == 17) ||
(RegionInt == 18)) {
return abs(pairPath_input) < 7;
} //for TIB and TOB
else if (RegionInt == 21 || RegionInt == 22) {
return abs(pairPath_input) < 2;
} //for pixels
else {
return abs(pairPath_input) < 20;
} //for everything else (max value is 15cm so this will return all events anyway)
}};
auto MomentaFunction{[&RegionInt](const float& momentum_input) {
if (RegionInt == 21 || RegionInt == 22) {
return momentum_input > 5;
} //pixels
else {
return momentum_input > 15;
} //strips
}};
auto dataframe_filtered =
dataframe.Filter(PairPathCriteriaFunction, {"pairPath"}, "Pair path criterion filter")
.Filter(MomentaFunction, {"momentum"}, "Momentum criterion filter")
.Filter("trackChi2 > 0.001", "chi2 criterion filter")
.Filter("numHits > 6", "numHits filter")
.Filter("trackDXE < 0.0025", "trackDXE filter")
.Filter("(clusterW1 == clusterW2) && clusterW1 <= 4 && clusterW2 <= 4", "cluster filter");
//Creating histograms for the difference between the two hit positions, the difference between the two predicted positions and for the double difference
//hitDX = the difference in the hit positions for the pair
//trackDX = the difference in the track positions for the pair
auto HistoName_DoubleDiff = "DoubleDifference_" + region;
auto HistoName_HitDX = "HitDX_" + region;
auto HistoName_TrackDX = "TrackDX_" + region;
auto HistoName_TrackDXE = "TrackDXE_" + region;
auto HistoName_ClusterW1 = "ClusterW1_" + region;
auto HistoName_ClusterW2 = "ClusterW2_" + region;
auto h_DoubleDifference =
dataframe_filtered.Define(HistoName_DoubleDiff, DoubleDiffString)
.Histo1D({HistoName_DoubleDiff.c_str(), HistoName_DoubleDiff.c_str(), 40, -0.5, 0.5}, HistoName_DoubleDiff);
auto h_hitDX = dataframe_filtered.Define(HistoName_HitDX, HitDXString).Histo1D(HistoName_HitDX);
auto h_trackDX = dataframe_filtered.Define(HistoName_TrackDX, TrackDXString).Histo1D(HistoName_TrackDX);
auto h_trackDXE = dataframe_filtered.Define(HistoName_TrackDXE, TrackDXEString).Histo1D(HistoName_TrackDXE);
auto h_clusterW1 = dataframe_filtered.Define(HistoName_ClusterW1, ClusterW1String).Histo1D(HistoName_ClusterW1);
auto h_clusterW2 = dataframe_filtered.Define(HistoName_ClusterW2, ClusterW2String).Histo1D(HistoName_ClusterW2);
//Applying gaussian fits, taking the resolutions and squaring them
h_DoubleDifference->Fit("gaus");
auto double_diff_StdDev = h_DoubleDifference->GetStdDev();
auto hitDX_StdDev = h_hitDX->GetStdDev();
auto trackDX_StdDev = h_trackDX->GetStdDev();
auto trackDXE_Mean = h_trackDXE->GetMean();
auto sigma2_MeasMinusPred = pow(double_diff_StdDev, 2);
auto sigma2_Meas = pow(hitDX_StdDev, 2);
auto sigma2_Pred = pow(trackDX_StdDev, 2);
auto sigma2_PredError = pow(trackDXE_Mean, 2);
DoubleDifferenceVector.push_back(sigma2_MeasMinusPred);
HitDXVector.push_back(sigma2_Meas);
TrackDXVector.push_back(sigma2_Pred);
TrackDXEVector.push_back(sigma2_PredError);
//Saving the histograms with gaussian fits applied to an output root file
TFile* output = new TFile(GaussianFitsFileName.c_str(), "UPDATE");
h_DoubleDifference->Write();
h_hitDX->Write();
h_trackDX->Write();
h_trackDXE->Write();
h_clusterW1->Write();
h_clusterW2->Write();
output->Close();
//Calculating the hit resolution;
auto numerator = sigma2_MeasMinusPred - sigma2_PredError;
auto HitResolution = sqrt(numerator / 2);
HitResolutionVector.push_back(HitResolution);
//Printing the resolution
std::cout << '\n' << std::endl;
std::cout << "The hit resolution for tracker region " << region << " is: " << HitResolution << std::endl;
std::cout << '\n' << std::endl;
//Cut flow report
auto allCutsReport = d.Report();
std::ofstream CutFlowReport;
CutFlowReport.open(CutFlowReportString.c_str());
for (auto&& cutInfo : allCutsReport) {
CutFlowReport << cutInfo.GetName() << '\t' << cutInfo.GetAll() << '\t' << cutInfo.GetPass() << '\t'
<< cutInfo.GetEff() << " %" << std::endl;
}
}
void Resolutions() {
int UnitInteger = 0;
int ULInteger = 0;
vector<std::string> LayerNames = {"TIB_L1", "TIB_L2", "TIB_L3", "TIB_L4", "Side_TID", "Wheel_TID",
"Ring_TID", "TOB_L1", "TOB_L2", "TOB_L3", "TOB_L4", "TOB_L5",
"TOB_L6", "Side_TEC", "Wheel_TEC", "Ring_TEC", "TIB_All", "TOB_All",
"TID_All", "TEC_All", "Pixel_Barrel", "Pixel_EndcapDisk"};
for (int i = 0; i < LayerNames.size(); i++) {
ResolutionsCalculator(LayerNames.at(i), UnitInteger, ULInteger);
}
std::ofstream HitResoTextFile;
HitResoTextFile.open(HitResoFileName);
auto Width = 28;
HitResoTextFile << std::right << "Layer " << std::setw(Width) << " Resolution " << std::setw(Width)
<< " sigma2_HitDX " << std::setw(Width) << " sigma2_trackDX " << std::setw(Width)
<< " sigma2_trackDXE " << std::setw(Width) << " sigma2_DoubleDifference " << std::endl;
for (int i = 0; i < HitResolutionVector.size(); i++) {
HitResoTextFile << std::right << LayerNames.at(i) << std::setw(Width) << HitResolutionVector.at(i)
<< std::setw(Width) << HitDXVector.at(i) << std::setw(Width) << TrackDXVector.at(i)
<< std::setw(Width) << TrackDXEVector.at(i) << std::setw(Width) << DoubleDifferenceVector.at(i)
<< std::endl;
}
system(
"mkdir HitResolutionValues; mkdir GaussianFits; mkdir CutFlowReports; mv CutFlowReport_* CutFlowReports/; mv "
"HitResolutionValues_* HitResolutionValues/; mv GaussianFits_* GaussianFits/;");
}
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