void makeTFNormalizationPlots()
{
gROOT->SetBatch(true);
TH1::AddDirectory(false);
std::string inputFilePath = "/afs/cern.ch/user/v/veelken/scratch0/CMSSW_5_3_14/src/TauAnalysis/SVfitMEM/";
std::string inputFileName = "testTFNormalization.root";
TString inputFileName_full = inputFilePath;
if ( !inputFileName_full.EndsWith("/") ) inputFileName_full.Append("/");
inputFileName_full.Append(inputFileName.data());
TFile* inputFile = new TFile(inputFileName_full.Data());
TH1* histogram_norm_met = loadHistogram(inputFile, "", "norm_met");
TH1* histogram_norm_lepTau = loadHistogram(inputFile, "", "norm_lepTau");
TH1* histogram_norm_hadTau = loadHistogram(inputFile, "", "norm_hadTau");
showHistograms(800, 600,
histogram_norm_met,
0.99, 1.01, "Normalization", 1.15,
true, 1.e0, 2.9e+3, "Toys", 1.20,
"plots/norm_met.pdf");
showHistograms(800, 600,
histogram_norm_lepTau,
0.99, 1.01, "Normalization", 1.15,
true, 1.e0, 2.9e+3, "Toys", 1.20,
"plots/norm_lepTau.pdf");
showHistograms(800, 600,
histogram_norm_hadTau,
0.99, 1.01, "Normalization", 1.15,
true, 1.e0, 2.9e+3, "Toys", 1.20,
"plots/norm_hadTau.pdf");
delete inputFile;
}
void ColorChooser::loadHistograms(const QImage* imageOriginal)
{
qApp->processEvents(); // process events just once to fill gray box left over from dropped down menu
int discretizeMethods = 5;
int runTime = imageOriginal->width() * discretizeMethods;
QProgressDialog* dlg = new QProgressDialog(QString(tr("Loading histograms")), "Cancel", 0,
runTime, m_parent);
CHECK_PTR_ENGAUGE(dlg);
dlg->setCaption(tr("Progress"));
dlg->show();
loadForegroundPixmap(m_rgbBg);
intensityHistogram.setAutoDelete(true);
foregroundHistogram.setAutoDelete(true);
hueHistogram.setAutoDelete(true);
saturationHistogram.setAutoDelete(true);
valueHistogram.setAutoDelete(true);
loadHistogram(imageOriginal, DiscretizeIntensity, DiscretizeIntensityMax, &intensityHistogram, m_rgbBg, dlg);
loadHistogram(imageOriginal, DiscretizeForeground, DiscretizeForegroundMax, &foregroundHistogram, m_rgbBg, dlg);
loadHistogram(imageOriginal, DiscretizeHue, DiscretizeHueMax, &hueHistogram, m_rgbBg, dlg);
loadHistogram(imageOriginal, DiscretizeSaturation, DiscretizeSaturationMax, &saturationHistogram, m_rgbBg, dlg);
loadHistogram(imageOriginal, DiscretizeValue, DiscretizeValueMax, &valueHistogram, m_rgbBg, dlg);
showCurrentHistogram();
chooserCanvas->update();
ASSERT_ENGAUGE(dlg != 0);
delete dlg;
qApp->processEvents(); // process events just once to fill gray box left over from previous window
}
void makePlot_shift_minus_central(
const std::string& inputFilePath_ref, const std::string& inputFileName_ref,
const std::string& histogramName_ref_shift, const std::string& histogramName_ref_central, const std::string& legendEntry_ref,
const std::string& inputFilePath_test, const std::string& inputFileName_test,
const std::string& histogramName_test_shift, const std::string& histogramName_test_central, const std::string& legendEntry_test,
const std::string& inputFilePath_test2, const std::string& inputFileName_test2,
const std::string& histogramName_test2_shift, const std::string& histogramName_test2_central, const std::string& legendEntry_test2,
const std::string& outputFileName)
{
std::cout << "<makePlot_shift_minus_central>:" << std::endl;
TString inputFileName_ref_full = inputFilePath_ref;
if ( !inputFileName_ref_full.EndsWith("/") ) inputFileName_ref_full.Append("/");
inputFileName_ref_full.Append(inputFileName_ref.data());
TFile* inputFile_ref = new TFile(inputFileName_ref_full.Data());
TH1* histogram_ref_shift = loadHistogram(inputFile_ref, histogramName_ref_shift);
TH1* histogram_ref_central = loadHistogram(inputFile_ref, histogramName_ref_central);
TH1* histogram_ref_shift_minus_centralAbs = 0;
TH1* histogram_ref_shift_minus_centralRel = 0;
double integral_ref = -1.;
if ( histogram_ref_shift && histogram_ref_central ) {
std::string histogramName_ref_shift_minus_centralAbs = Form("%s_minus_%sAbs", histogram_ref_shift->GetName(), histogram_ref_central->GetName());
histogram_ref_shift_minus_centralAbs = subtractHistograms(histogramName_ref_shift_minus_centralAbs, histogram_ref_shift, histogram_ref_central, kAbsolute);
std::string histogramName_ref_shift_minus_centralRel = Form("%s_minus_%sRel", histogram_ref_shift->GetName(), histogram_ref_central->GetName());
histogram_ref_shift_minus_centralRel = subtractHistograms(histogramName_ref_shift_minus_centralRel, histogram_ref_shift, histogram_ref_central, kRelative);
integral_ref = compIntegral(histogram_ref_shift_minus_centralAbs);
std::cout << " integral_ref = " << integral_ref << std::endl;
divideByBinWidth(histogram_ref_shift_minus_centralAbs);
}
TString inputFileName_test_full = inputFilePath_test;
if ( !inputFileName_test_full.EndsWith("/") ) inputFileName_test_full.Append("/");
inputFileName_test_full.Append(inputFileName_test.data());
TFile* inputFile_test = ( inputFileName_test_full != inputFileName_ref_full ) ?
new TFile(inputFileName_test_full.Data()) : inputFile_ref;
TH1* histogram_test_shift = loadHistogram(inputFile_test, histogramName_test_shift);
TH1* histogram_test_central = loadHistogram(inputFile_test, histogramName_test_central);
TH1* histogram_test_shift_minus_centralAbs = 0;
TH1* histogram_test_shift_minus_centralRel = 0;
double integral_test = -1.;
if ( histogram_test_shift && histogram_test_central ) {
std::string histogramName_test_shift_minus_centralAbs = Form("%s_minus_%sAbs", histogram_test_shift->GetName(), histogram_test_central->GetName());
histogram_test_shift_minus_centralAbs = subtractHistograms(histogramName_test_shift_minus_centralAbs, histogram_test_shift, histogram_test_central, kAbsolute);
std::string histogramName_test_shift_minus_centralRel = Form("%s_minus_%sRel", histogram_test_shift->GetName(), histogram_test_central->GetName());
histogram_test_shift_minus_centralRel = subtractHistograms(histogramName_test_shift_minus_centralRel, histogram_test_shift, histogram_test_central, kRelative);
integral_test = compIntegral(histogram_test_shift_minus_centralAbs);
std::cout << " integral_test = " << integral_test << std::endl;
divideByBinWidth(histogram_test_shift_minus_centralAbs);
}
TFile* inputFile_test2 = 0;
TH1* histogram_test2_shift_minus_centralAbs = 0;
TH1* histogram_test2_shift_minus_centralRel = 0;
double integral_test2 = -1.;
if ( inputFilePath_test2 != "" && inputFileName_test2 != "" && histogramName_test2_shift != "" && histogramName_test2_central != "" ) {
TString inputFileName_test2_full = inputFilePath_test2;
if ( !inputFileName_test2_full.EndsWith("/") ) inputFileName_test2_full.Append("/");
inputFileName_test2_full.Append(inputFileName_test2.data());
inputFile_test2 = ( inputFileName_test2_full != inputFileName_ref_full ) ?
new TFile(inputFileName_test2_full.Data()) : inputFile_ref;
TH1* histogram_test2_shift = loadHistogram(inputFile_test2, histogramName_test2_shift);
TH1* histogram_test2_central = loadHistogram(inputFile_test2, histogramName_test2_central);
if ( histogram_test2_shift && histogram_test2_central ) {
std::string histogramName_test2_shift_minus_centralAbs = Form("%s_minus_%sAbs", histogram_test2_shift->GetName(), histogram_test2_central->GetName());
histogram_test2_shift_minus_centralAbs = subtractHistograms(histogramName_test2_shift_minus_centralAbs, histogram_test2_shift, histogram_test2_central, kAbsolute);
std::string histogramName_test2_shift_minus_centralRel = Form("%s_minus_%sRel", histogram_test2_shift->GetName(), histogram_test2_central->GetName());
histogram_test2_shift_minus_centralRel = subtractHistograms(histogramName_test2_shift_minus_centralRel, histogram_test2_shift, histogram_test2_central, kRelative);
integral_test2 = compIntegral(histogram_test2_shift_minus_centralAbs);
std::cout << " integral_test2 = " << integral_test2 << std::endl;
divideByBinWidth(histogram_test2_shift_minus_centralAbs);
}
}
size_t idx = outputFileName.find_last_of('.');
std::string outputFileName_abs = std::string(outputFileName, 0, idx);
outputFileName_abs.append("_absolute");
if ( idx != std::string::npos ) outputFileName_abs.append(std::string(outputFileName, idx));
showHistograms(800, 900,
histogram_ref_shift_minus_centralAbs, legendEntry_ref, integral_ref,
histogram_test_shift_minus_centralAbs, legendEntry_test, integral_test,
histogram_test2_shift_minus_centralAbs, legendEntry_test2, integral_test2,
//NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
"m_{#tau#tau} [GeV]", 1.10,
true, 1.e-4, 1.e+4, "1/dm_{#tau#tau} [1/GeV]", 1.30,
0.34, 0.72,
outputFileName_abs.data());
std::string outputFileName_rel = std::string(outputFileName, 0, idx);
outputFileName_rel.append("_relative");
if ( idx != std::string::npos ) outputFileName_rel.append(std::string(outputFileName, idx));
showHistograms(800, 900,
histogram_ref_shift_minus_centralRel, legendEntry_ref, integral_ref,
histogram_test_shift_minus_centralRel, legendEntry_test, integral_test,
histogram_test2_shift_minus_centralRel, legendEntry_test2, integral_test2,
//NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
"m_{#tau#tau} [GeV]", 1.10,
true, 1.e-4, 1.e+4, "#Delta 1/dm_{#tau#tau}", 1.30,
0.34, 0.72,
outputFileName_rel.data());
delete inputFile_ref;
if ( inputFile_test != inputFile_ref ) delete inputFile_test;
if ( inputFile_test2 != inputFile_ref && inputFile_test2 != inputFile_test ) delete inputFile_test2;
}
void makePlot(
const std::string& inputFilePath_ref, const std::string& inputFileName_ref, const std::string& histogramName_ref, const std::string& legendEntry_ref,
const std::string& inputFilePath_test, const std::string& inputFileName_test, const std::string& histogramName_test, const std::string& legendEntry_test,
const std::string& inputFilePath_test2, const std::string& inputFileName_test2, const std::string& histogramName_test2, const std::string& legendEntry_test2,
const std::string& outputFileName)
{
std::cout << "<makePlot_shift_minus_central>:" << std::endl;
TString inputFileName_ref_full = inputFilePath_ref;
if ( !inputFileName_ref_full.EndsWith("/") ) inputFileName_ref_full.Append("/");
inputFileName_ref_full.Append(inputFileName_ref.data());
TFile* inputFile_ref = new TFile(inputFileName_ref_full.Data());
TH1* histogram_ref = loadHistogram(inputFile_ref, histogramName_ref);
double integral_ref = compIntegral(histogram_ref);
divideByBinWidth(histogram_ref);
TString inputFileName_test_full = inputFilePath_test;
if ( !inputFileName_test_full.EndsWith("/") ) inputFileName_test_full.Append("/");
inputFileName_test_full.Append(inputFileName_test.data());
TFile* inputFile_test = ( inputFileName_test_full != inputFileName_ref_full ) ?
new TFile(inputFileName_test_full.Data()) : inputFile_ref;
TH1* histogram_test = loadHistogram(inputFile_test, histogramName_test);
double integral_test = compIntegral(histogram_test);
divideByBinWidth(histogram_test);
TFile* inputFile_test2 = 0;
TH1* histogram_test2 = 0;
double integral_test2 = -1.;
if ( inputFilePath_test2 != "" && inputFileName_test2 != "" && histogramName_test2 != "" ) {
TString inputFileName_test2_full = inputFilePath_test2;
if ( !inputFileName_test2_full.EndsWith("/") ) inputFileName_test2_full.Append("/");
inputFileName_test2_full.Append(inputFileName_test2.data());
inputFile_test2 = ( inputFileName_test2_full != inputFileName_ref_full ) ?
new TFile(inputFileName_test2_full.Data()) : inputFile_ref;
histogram_test2 = loadHistogram(inputFile_test2, histogramName_test2);
integral_test2 = compIntegral(histogram_test2);
divideByBinWidth(histogram_test2);
}
showHistograms(800, 900,
histogram_ref, legendEntry_ref, integral_ref,
histogram_test, legendEntry_test, integral_test,
histogram_test2, legendEntry_test2, integral_test2,
//NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
"m_{#tau#tau} [GeV]", 1.10,
true, 1.e-4, 1.e+4, "1/dm_{#tau#tau} [1/GeV]", 1.30,
0.34, 0.72,
outputFileName.data());
TH1* histogramErr_ref = compHistogramErr(histogram_ref);
TH1* histogramErr_test = compHistogramErr(histogram_test);
TH1* histogramErr_test2 = ( histogram_test2 ) ?
compHistogramErr(histogram_test2) : 0;
std::string outputFileNameErr = TString(outputFileName.data()).ReplaceAll(".png", "_Err.png").Data();
showHistograms(800, 900,
histogramErr_ref, legendEntry_ref, -1.,
histogramErr_test, legendEntry_test, -1.,
histogramErr_test2, legendEntry_test2, -1.,
//NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
NULL, "", 0.,
"m_{#tau#tau} [GeV]", 1.10,
true, 1.e-4, 1.e+4, "#sigma(1/dm_{#tau#tau}) [1/GeV]", 1.30,
0.34, 0.72,
outputFileNameErr.data());
delete histogramErr_ref;
delete histogramErr_test;
delete histogramErr_test2;
delete inputFile_ref;
if ( inputFile_test != inputFile_ref ) delete inputFile_test;
if ( inputFile_test2 != inputFile_ref && inputFile_test2 != inputFile_test ) delete inputFile_test2;
}
void makePostFitPlots_1l_2tau()
{
gROOT->SetBatch(true);
TH1::AddDirectory(false);
std::vector<std::string> categories;
categories.push_back("ttH_1l_2tau_prefit");
categories.push_back("ttH_1l_2tau_postfit");
std::string inputFilePath = string(getenv("CMSSW_BASE")) + "/src/CombineHarvester/ttH_htt/";
std::map<std::string, std::string> inputFileNames; // key = category
inputFileNames["ttH_1l_2tau_prefit"] = "ttH_1l_2tau_shapes.root";
inputFileNames["ttH_1l_2tau_postfit"] = "ttH_1l_2tau_shapes.root";
for ( std::vector<std::string>::const_iterator category = categories.begin();
category != categories.end(); ++category ) {
std::string inputFileName_full = Form("%s%s", inputFilePath.data(), inputFileNames[*category].data());
TFile* inputFile = new TFile(inputFileName_full.data());
if ( !inputFile ) {
std::cerr << "Failed to open input file = " << inputFileName_full << " !!" << std::endl;
assert(0);
}
TH1* histogramTTH_hww = loadHistogram(inputFile, *category, "ttH_hww");
TH1* histogramTTH_hzz = loadHistogram(inputFile, *category, "ttH_hzz");
TH1* histogramTTH_htt = loadHistogram(inputFile, *category, "ttH_htt");
TString histogramNameTTH = TString(histogramTTH_hww->GetName()).ReplaceAll("_hww", "_sum");
TH1* histogramTTH = (TH1*)histogramTTH_hww->Clone(histogramNameTTH.Data());
histogramTTH->Add(histogramTTH_hzz);
histogramTTH->Add(histogramTTH_htt);
TH1* histogramData = loadHistogram(inputFile, *category, "data_obs");
TH1* histogramTT = loadHistogram(inputFile, *category, "TT");
TH1* histogramTTW = loadHistogram(inputFile, *category, "TTW");
TH1* histogramTTZ = loadHistogram(inputFile, *category, "TTZ");
TString histogramNameTTV = "TTV";
TH1* histogramTTV = (TH1*)histogramTTW->Clone(histogramNameTTV.Data());
histogramTTV->Add(histogramTTZ);
TH1* histogramEWK = loadHistogram(inputFile, *category, "EWK");
TH1* histogramRares = loadHistogram(inputFile, *category, "Rares");
TH1* histogramBgrSum = loadHistogram(inputFile, *category, "TotalBkg");
TH1* histogramBgrUncertainty = (TH1*)histogramBgrSum->Clone("TotalBkgErr");
std::string outputFileName = Form("plots/makePostFitPlots_%s.pdf", category->data());
makePlot(800, 900,
histogramTTH,
histogramData,
histogramTT,
histogramTTV,
histogramEWK,
histogramRares,
histogramBgrSum,
histogramBgrUncertainty,
"m_{#tau#tau}^{vis}", 0.9,
true, 3.e-4, 3.e0, "Events", 0.9,
outputFileName);
delete histogramTTH;
delete histogramTTV;
delete histogramBgrUncertainty;
delete inputFile;
}
}
void makePostFitPlots_3l_1tau()
{
gROOT->SetBatch(true);
TH1::AddDirectory(false);
std::vector<std::string> categories;
categories.push_back("ttH_3l_1tau_prefit");
categories.push_back("ttH_3l_1tau_postfit");
std::string inputFilePath = string(getenv("CMSSW_BASE")) + "/src/CombineHarvester/ttH_htt/limits/";
std::map<std::string, std::string> inputFileNames; // key = category
inputFileNames["ttH_3l_1tau_prefit"] = "ttH_3l_1tau_mvaDiscr_3l_2016_shapes.root";
inputFileNames["ttH_3l_1tau_postfit"] = "ttH_3l_1tau_mvaDiscr_3l_2016_shapes.root";
bool doKeepBlinded = true;
//bool doKeepBlinded = false;
for ( std::vector<std::string>::const_iterator category = categories.begin();
category != categories.end(); ++category ) {
std::string inputFileName_full = Form("%s%s", inputFilePath.data(), inputFileNames[*category].data());
TFile* inputFile = new TFile(inputFileName_full.data());
if ( !inputFile ) {
std::cerr << "Failed to open input file = " << inputFileName_full << " !!" << std::endl;
assert(0);
}
TH1* histogram_data = loadHistogram(inputFile, *category, "data_obs");
std::cout << "histogram_data = " << histogram_data << ":" << std::endl;
if ( !doKeepBlinded ) {
dumpHistogram(histogram_data);
}
TH1* histogram_ttH_htt = loadHistogram(inputFile, *category, "ttH_htt");
TH1* histogram_ttH_hww = loadHistogram(inputFile, *category, "ttH_hww");
TH1* histogram_ttH_hzz = loadHistogram(inputFile, *category, "ttH_hzz");
std::cout << "histogram_ttH: htt = " << histogram_ttH_htt << ", hww = " << histogram_ttH_hww << ", hzz = " << histogram_ttH_hzz << std::endl;
TString histogramName_ttH = TString(histogram_ttH_htt->GetName()).ReplaceAll("_htt", "_sum");
TH1* histogram_ttH = (TH1*)histogram_ttH_htt->Clone(histogramName_ttH.Data());
histogram_ttH->Add(histogram_ttH_hww);
histogram_ttH->Add(histogram_ttH_hzz);
makeBinContentsPositive(histogram_ttH);
std::cout << "histogram_ttH = " << histogram_ttH << ":" << std::endl;
dumpHistogram(histogram_ttH);
TH1* histogram_ttZ = loadHistogram(inputFile, *category, "TTZ");
std::cout << "histogram_ttZ = " << histogram_ttZ << std::endl;
makeBinContentsPositive(histogram_ttZ);
dumpHistogram(histogram_ttZ);
TH1* histogram_ttW = loadHistogram(inputFile, *category, "TTW");
std::cout << "histogram_ttW = " << histogram_ttW << std::endl;
makeBinContentsPositive(histogram_ttW);
dumpHistogram(histogram_ttW);
TH1* histogram_EWK = loadHistogram(inputFile, *category, "EWK");
std::cout << "histogram_EWK = " << histogram_EWK << std::endl;
makeBinContentsPositive(histogram_EWK);
dumpHistogram(histogram_EWK);
TH1* histogram_Rares = loadHistogram(inputFile, *category, "Rares");
std::cout << "histogram_Rares = " << histogram_Rares << std::endl;
makeBinContentsPositive(histogram_Rares);
dumpHistogram(histogram_Rares);
TH1* histogram_fakes = loadHistogram(inputFile, *category, "fakes_data");
std::cout << "histogram_fakes = " << histogram_fakes << std::endl;
makeBinContentsPositive(histogram_fakes);
dumpHistogram(histogram_fakes);
TH1* histogramSum_mcBgr = loadHistogram(inputFile, *category, "TotalBkg");
std::cout << "histogramSum_mcBgr = " << histogramSum_mcBgr << std::endl;
makeBinContentsPositive(histogramSum_mcBgr);
dumpHistogram(histogramSum_mcBgr);
TH1* histogramSum_mc = (TH1*)histogramSum_mcBgr->Clone("histogramSum_mc");
histogramSum_mc->Add(histogram_ttH);
std::cout << "histogramSum_mc = " << histogramSum_mc << std::endl;
TH1* histogramErr_mc = (TH1*)histogramSum_mc->Clone("TotalBkgErr");
std::string outputFilePath = string(getenv("CMSSW_BASE")) + "/src/CombineHarvester/ttH_htt/macros";
std::string outputFileName = Form("%s/plots/makePostFitPlots_%s.pdf", outputFilePath.data(), category->data());
makePlot(histogram_data, doKeepBlinded,
histogram_ttH,
histogram_ttZ,
histogram_ttW,
histogram_EWK,
histogram_Rares,
histogram_fakes,
histogramSum_mc,
histogramErr_mc,
"MVA Discriminator",
"Events", 1.01e-2, 1.99e+1,
true,
"3l_1tau",
outputFileName,
true);
delete histogram_ttH;
delete histogramErr_mc;
delete inputFile;
}
}
