Index: trunk/code/jetspectrum.cc
===================================================================
--- trunk/code/jetspectrum.cc (revision 451)
+++ trunk/code/jetspectrum.cc (revision 452)
@@ -1,150 +1,148 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief jet pt spectrum
class JETSPECTRUM : public Analysis {
public:
/// Constructor
JETSPECTRUM()
: Analysis("JETSPECTRUM"),
_sumWeightSelected1(0.0),_sumWeightSelected2(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
ChargedFinalState cfs(-0.9, 0.9, 0.150*GeV);
addProjection(cfs, "CFS");
addProjection(FastJets(cfs, FastJets::ANTIKT, 0.2), "Jets1");
addProjection(FastJets(cfs, FastJets::ANTIKT, 0.3), "Jets2");
- pt_02 = bookHistogram1D("jetspec1", 24, 30.0, 150.0,
+ pt_02 = bookHisto1D("jetspec1", 24, 30.0, 150.0,
"jet spectrum R=0.2",
"$p_\\perp\\ [GeV]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- pt_03 = bookHistogram1D("jetspec2", 24, 30.0, 150.0,
+ pt_03 = bookHisto1D("jetspec2", 24, 30.0, 150.0,
"jet spectrum R=0.3",
"$p_\\perp\\ [GeV]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- n_02 = bookHistogram1D("njet1", 20, 0.0, 20.0,
+ n_02 = bookHisto1D("njet1", 20, 0.0, 20.0,
"number of jet2 R=0.2",
"$N_\\mathrm{jet}$",
"$\\mathrm{d}\\sigma/\\mathrm{d}N_\\mathrm{jet}$");
- n_03 = bookHistogram1D("njet2", 20, 0.0, 20.0,
+ n_03 = bookHisto1D("njet2", 20, 0.0, 20.0,
"number of jet2 R=0.3",
"$N_\\mathrm{jet}$",
"$\\mathrm{d}\\sigma/\\mathrm{d}N_\\mathrm{jet}$");
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
// const double sigma = 15.;
// std::cout<<std::endl<<"new event "<<std::endl;
const FastJets& fastjets1 = applyProjection<FastJets>(event, "Jets1");
/* std::list<Jet> jetlist1;
foreach (Jet jet , fastjets1.jets()){
// std::cout<<"Et before: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fluc(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma,-jet.totalEnergy()));
const FourMomentum mom(fluc,0,0,0);
jet.addParticle(mom);
jetlist1.push_back(jet);
// std::cout<<"Et after: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
}
// std::cout<<std::endl<<jetlist.front().EtSum()<<std::endl;
jetlist1.sort(cmpJetsByPt);
// std::cout<<jetlist.front().EtSum()<<std::endl<<std::endl;*/
const Jets alljets1 = fastjets1.jetsByPt();
Jets jets1;
foreach (Jet jet, alljets1) {
// foreach (Jet jet, jetlist1) {
// std::cout<<"Et final: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
if (fabs(jet.momentum().eta())<0.5 && jet.momentum().Et()>30.)
jets1.push_back(jet);
}
const FastJets& fastjets2 = applyProjection<FastJets>(event, "Jets2");
/* std::list<Jet> jetlist2;
foreach (Jet jet , fastjets2.jets()){
// std::cout<<"Et before: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fluc(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma,-jet.totalEnergy()));
const FourMomentum mom(fluc,0,0,0);
jet.addParticle(mom);
jetlist2.push_back(jet);
// std::cout<<"Et after: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
}
// std::cout<<std::endl<<jetlist.front().EtSum()<<std::endl;
jetlist2.sort(cmpJetsByPt);
// std::cout<<jetlist.front().EtSum()<<std::endl<<std::endl;*/
const Jets alljets2 = fastjets2.jetsByPt();
Jets jets2;
foreach (Jet jet, alljets2) {
// foreach (Jet jet, jetlist2) {
// std::cout<<"Et final: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
if (fabs(jet.momentum().eta())<0.5 && jet.momentum().Et()>30.)
jets2.push_back(jet);
}
n_02->fill(jets1.size(),weight);
if (jets1.size() > 0) {
_sumWeightSelected1 += event.weight();
foreach (Jet jet, jets1){
pt_02->fill(jet.momentum().pT(),weight);
}
}
n_03->fill(jets2.size(),weight);
if (jets2.size() > 0) {
_sumWeightSelected2 += event.weight();
foreach (Jet jet, jets2){
pt_03->fill(jet.momentum().pT(),weight);
}
}
}
/// Finalize
void finalize() {
/* scale(pt_02,1./_sumWeightSelected1);
scale(pt_03,1./_sumWeightSelected2);*/
scale(pt_02,crossSection()/sumOfWeights());
scale(pt_03,crossSection()/sumOfWeights());
scale(n_02,1./sumOfWeights());
scale(n_03,1./sumOfWeights());
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
double _sumWeightSelected1;
double _sumWeightSelected2;
- AIDA::IHistogram1D * pt_02;
- AIDA::IHistogram1D * pt_03;
- AIDA::IHistogram1D * n_02;
- AIDA::IHistogram1D * n_03;
+ Histo1DPtr pt_02;
+ Histo1DPtr pt_03;
+ Histo1DPtr n_02;
+ Histo1DPtr n_03;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<JETSPECTRUM> plugin_JETSPECTRUM;
}
Index: trunk/code/ALICE_2012_I1127497.cc
===================================================================
--- trunk/code/ALICE_2012_I1127497.cc (revision 451)
+++ trunk/code/ALICE_2012_I1127497.cc (revision 452)
@@ -1,83 +1,81 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
-#include "Rivet/RivetAIDA.hh"
namespace Rivet {
/// @brief ALICE charged hadron spectra in pp and PbPb
class ALICE_2012_I1127497 : public Analysis {
public:
/// Constructor
ALICE_2012_I1127497()
: Analysis("ALICE_2012_I1127497")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
_centedges += 0.0, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8;
_ncentbins = 9;
ChargedFinalState cfs(-0.8, 0.8, 0.15*GeV);
addProjection(cfs, "CFS");
for (size_t i = 0; i < _ncentbins; ++i) {
_sumwtcentbins[i] = 0.;
- _h_pT[i] = bookHistogram1D(i+1, 1, 1);
- _h_ratios[i] = bookHistogram1D(i+16, 1, 1);
+ _h_pT[i] = bookHisto1D(i+1, 1, 1);
+ _h_ratios[i] = bookHisto1D(i+16, 1, 1);
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_sumwtcentbins[i] += weight;
const ChargedFinalState& cfs = applyProjection<ChargedFinalState>(event, "CFS");
foreach (const Particle& p, cfs.particles()) {
const double pT = p.momentum().pT() / GeV;
_h_pT[i]->fill(pT, weight/pT);
_h_ratios[i]->fill(pT, weight/pT);
}
}
}
}
/// Finalize
void finalize() {
for (size_t i = 0; i < _ncentbins; ++i) {
// factor 2.5 to convert from mb to GeV^-2
scale(_h_pT[i], (_sumwtcentbins[i]==0.?0.:crossSection()*2.5/(millibarn*2.*M_PI*1.6*_sumwtcentbins[i])));
scale(_h_ratios[i],(_sumwtcentbins[i]==0.?0.:crossSection()*2.5/(millibarn*2.*M_PI*1.6*_sumwtcentbins[i])));
}
}
private:
vector<double> _centedges;
double _ncentbins;
double _sumwtcentbins[9];
- AIDA::IHistogram1D * _h_pT[9];
- AIDA::IHistogram1D * _h_ratios[9];
+ Histo1DPtr _h_pT[9];
+ Histo1DPtr _h_ratios[9];
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ALICE_2012_I1127497> plugin_ALICE_2012_I1127497;
}
Index: trunk/code/CMS_2013_I1256590_GRIDSUB2.yoda
===================================================================
--- trunk/code/CMS_2013_I1256590_GRIDSUB2.yoda (revision 0)
+++ trunk/code/CMS_2013_I1256590_GRIDSUB2.yoda (revision 452)
@@ -0,0 +1,206 @@
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y03
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 9.996849e-01 1.534981e-02 1.496040e-02
+7.500000e-02 2.500000e-02 2.500000e-02 9.914790e-01 4.180134e-02 4.529186e-02
+1.250000e-01 2.500000e-02 2.500000e-02 9.037203e-01 4.181550e-02 3.772316e-02
+1.750000e-01 2.500000e-02 2.500000e-02 1.016727e+00 5.312961e-02 5.671926e-02
+2.250000e-01 2.500000e-02 2.500000e-02 1.273673e+00 1.439611e-01 1.400741e-01
+2.750000e-01 2.500000e-02 2.500000e-02 1.382885e+00 1.060964e-01 1.097498e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y02
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.470847e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.714706e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 3.694601e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.007718e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y01
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.298714e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.883952e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 4.738880e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.774874e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y01
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.589493e-02 2.640026e-02 2.607364e-02
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 1.372295e-01 1.308755e-01
+1.250000e+00 2.500000e-01 2.500000e-01 7.553553e-01 2.064520e-01 2.113501e-01
+1.750000e+00 2.500000e-01 2.500000e-01 1.219367e+00 1.948854e-01 1.904400e-01
+2.250000e+00 2.500000e-01 2.500000e-01 1.560549e+00 1.710532e-01 1.668595e-01
+2.750000e+00 2.500000e-01 2.500000e-01 1.804274e+00 2.437255e-01 2.817904e-01
+3.250000e+00 2.500000e-01 2.500000e-01 2.086064e+00 4.080724e-01 3.258002e-01
+3.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 4.787017e-01 4.655116e-01
+4.250000e+00 2.500000e-01 2.500000e-01 2.556013e+00 3.771229e-01 3.566198e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.273626e+00 4.731263e-01 4.790329e-01
+5.250000e+00 2.500000e-01 2.500000e-01 1.213483e-01 5.143852e-02 1.293548e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y03
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 9.511278e-01 2.506266e-01 2.631579e-01
+7.500000e-01 2.500000e-01 2.500000e-01 9.949875e-01 1.817043e-01 1.879699e-01
+1.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 1.190476e-01 1.190476e-01
+1.750000e+00 2.500000e-01 2.500000e-01 8.132832e-01 1.002506e-01 9.398496e-02
+2.250000e+00 2.500000e-01 2.500000e-01 7.380952e-01 8.145363e-02 8.145363e-02
+2.750000e+00 2.500000e-01 2.500000e-01 7.506266e-01 8.145363e-02 8.145363e-02
+3.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 8.771930e-02 8.771930e-02
+3.750000e+00 2.500000e-01 2.500000e-01 1.095238e+00 1.190476e-01 1.127820e-01
+4.250000e+00 2.500000e-01 2.500000e-01 1.508772e+00 1.879699e-01 1.879699e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.765664e+00 3.320802e-01 3.320802e-01
+5.250000e+00 2.500000e-01 2.500000e-01 2.223058e+00 6.892231e-01 6.892231e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y02
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.793716e-02 0.000000e+00 0.000000e+00
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 0.000000e+00 0.000000e+00
+1.250000e+00 2.500000e-01 2.500000e-01 8.990452e-01 0.000000e+00 0.000000e+00
+1.750000e+00 2.500000e-01 2.500000e-01 1.494066e+00 0.000000e+00 0.000000e+00
+2.250000e+00 2.500000e-01 2.500000e-01 2.147498e+00 0.000000e+00 0.000000e+00
+2.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.250000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.750000e+00 2.500000e-01 2.500000e-01 2.243057e+00 0.000000e+00 0.000000e+00
+4.250000e+00 2.500000e-01 2.500000e-01 1.702521e+00 0.000000e+00 0.000000e+00
+4.750000e+00 2.500000e-01 2.500000e-01 7.231755e-01 0.000000e+00 0.000000e+00
+5.250000e+00 2.500000e-01 2.500000e-01 5.462544e-02 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y02
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 9.843526e-01 0.000000e+00 0.000000e+00
+1.310850e+00 1.162410e-01 1.162410e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.565954e+00 1.388630e-01 1.388630e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.870703e+00 1.658865e-01 1.658865e-01 9.689500e-01 0.000000e+00 0.000000e+00
+2.234760e+00 1.981700e-01 1.981700e-01 9.537884e-01 0.000000e+00 0.000000e+00
+2.669665e+00 2.367350e-01 2.367350e-01 8.407319e-01 0.000000e+00 0.000000e+00
+3.189208e+00 2.828065e-01 2.828065e-01 7.648242e-01 0.000000e+00 0.000000e+00
+3.809856e+00 3.378430e-01 3.378430e-01 6.132976e-01 0.000000e+00 0.000000e+00
+4.551290e+00 4.035905e-01 4.035905e-01 5.238152e-01 0.000000e+00 0.000000e+00
+5.437013e+00 4.821335e-01 4.821335e-01 4.473886e-01 0.000000e+00 0.000000e+00
+6.495107e+00 5.759600e-01 5.759600e-01 3.644549e-01 0.000000e+00 0.000000e+00
+7.759116e+00 6.880480e-01 6.880480e-01 2.922493e-01 0.000000e+00 0.000000e+00
+9.269112e+00 8.219480e-01 8.219480e-01 2.418587e-01 0.000000e+00 0.000000e+00
+1.107298e+01 9.819200e-01 9.819200e-01 1.764312e-01 0.000000e+00 0.000000e+00
+1.322790e+01 1.173000e+00 1.173000e+00 1.370839e-01 0.000000e+00 0.000000e+00
+1.580216e+01 1.401255e+00 1.401255e+00 1.015896e-01 0.000000e+00 0.000000e+00
+1.887738e+01 1.673970e+00 1.673970e+00 6.957701e-02 0.000000e+00 0.000000e+00
+2.255110e+01 1.999745e+00 1.999745e+00 4.917913e-02 0.000000e+00 0.000000e+00
+2.693975e+01 2.388910e+00 2.388910e+00 3.368195e-02 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.306820e-02 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 1.287031e-02 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 6.532336e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y03
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 1.050239e+00 5.598086e-01 5.645933e-01
+1.310850e+00 1.162410e-01 1.162410e-01 6.339713e-01 4.354067e-01 4.354067e-01
+1.565954e+00 1.388630e-01 1.388630e-01 6.818182e-01 3.636364e-01 3.684211e-01
+1.870703e+00 1.658865e-01 1.658865e-01 4.043062e-01 2.918660e-01 2.918660e-01
+2.234760e+00 1.981700e-01 1.981700e-01 2.224880e-01 2.344498e-01 2.392344e-01
+2.669665e+00 2.367350e-01 2.367350e-01 5.502392e-02 1.818182e-01 1.866029e-01
+3.189208e+00 2.828065e-01 2.828065e-01 -5.502392e-02 1.387560e-01 1.435407e-01
+3.809856e+00 3.378430e-01 3.378430e-01 -6.937799e-02 1.052632e-01 1.004785e-01
+4.551290e+00 4.035905e-01 4.035905e-01 -9.808612e-02 7.177033e-02 7.177033e-02
+5.437013e+00 4.821335e-01 4.821335e-01 -1.028708e-01 5.263158e-02 5.263158e-02
+6.495107e+00 5.759600e-01 5.759600e-01 -8.851675e-02 3.827751e-02 3.349282e-02
+7.759116e+00 6.880480e-01 6.880480e-01 -8.373206e-02 2.870813e-02 2.392344e-02
+9.269112e+00 8.219480e-01 8.219480e-01 -6.937799e-02 1.435407e-02 2.392344e-02
+1.107298e+01 9.819200e-01 9.819200e-01 -4.066986e-02 1.913876e-02 1.435407e-02
+1.322790e+01 1.173000e+00 1.173000e+00 -3.588517e-02 1.435407e-02 1.435407e-02
+1.580216e+01 1.401255e+00 1.401255e+00 -2.631579e-02 9.569378e-03 1.435407e-02
+1.887738e+01 1.673970e+00 1.673970e+00 -7.177033e-03 1.435407e-02 4.784689e-03
+2.255110e+01 1.999745e+00 1.999745e+00 -7.177033e-03 9.569378e-03 4.784689e-03
+2.693975e+01 2.388910e+00 2.388910e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.392344e-03 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 2.392344e-03 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y01
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 2.033383e+00 4.782024e-01 4.627072e-01
+1.310850e+00 1.162410e-01 1.162410e-01 1.656449e+00 3.489591e-01 3.451167e-01
+1.565954e+00 1.388630e-01 1.388630e-01 1.709530e+00 2.947629e-01 3.238530e-01
+1.870703e+00 1.658865e-01 1.658865e-01 1.370839e+00 2.541162e-01 2.341778e-01
+2.234760e+00 1.981700e-01 1.981700e-01 1.189440e+00 2.204898e-01 1.813987e-01
+2.669665e+00 2.367350e-01 2.367350e-01 8.954777e-01 1.774117e-01 1.696391e-01
+3.189208e+00 2.828065e-01 2.828065e-01 7.068302e-01 1.400369e-01 1.339018e-01
+3.809856e+00 3.378430e-01 3.378430e-01 5.491943e-01 1.088062e-01 1.040393e-01
+4.551290e+00 4.035905e-01 4.035905e-01 4.267141e-01 8.454043e-02 8.890473e-02
+5.437013e+00 4.821335e-01 4.821335e-01 3.421737e-01 6.779131e-02 5.845289e-02
+6.495107e+00 5.759600e-01 5.759600e-01 2.700890e-01 4.656965e-02 4.613880e-02
+7.759116e+00 6.880480e-01 6.880480e-01 2.065706e-01 3.561760e-02 3.528807e-02
+9.269112e+00 8.219480e-01 8.219480e-01 1.709530e-01 2.947629e-02 2.607165e-02
+1.107298e+01 9.819200e-01 9.819200e-01 1.328274e-01 2.115517e-02 2.269066e-02
+1.322790e+01 1.173000e+00 1.173000e+00 1.015896e-01 1.883195e-02 1.924512e-02
+1.580216e+01 1.401255e+00 1.401255e+00 7.648242e-02 1.611232e-02 1.593491e-02
+1.887738e+01 1.673970e+00 1.673970e+00 5.667932e-02 1.332960e-02 1.073732e-02
+2.255110e+01 1.999745e+00 1.999745e+00 4.006265e-02 1.083773e-02 1.149923e-02
+2.693975e+01 2.388910e+00 2.388910e+00 2.831749e-02 8.615028e-03 9.295896e-03
+3.218248e+01 2.853820e+00 2.853820e+00 1.909070e-02 6.620015e-03 6.266981e-03
+3.844549e+01 3.409190e+00 3.409190e+00 1.170828e-02 4.750580e-03 4.856209e-03
+4.592735e+01 4.072655e+00 4.072655e+00 6.636175e-03 2.933691e-03 3.207351e-03
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d02-x01-y01
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.375449e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.643001e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.278651e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.612714e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.858084e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.979320e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_GRIDSUB2/d02-x01-y02
+Path=/REF/CMS_2013_I1256590_GRIDSUB2/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.357711e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.678478e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.366820e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.700882e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.892897e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.978656e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
Index: trunk/code/ATLAS_2014_I1300152.yoda
===================================================================
--- trunk/code/ATLAS_2014_I1300152.yoda (revision 0)
+++ trunk/code/ATLAS_2014_I1300152.yoda (revision 452)
@@ -0,0 +1,1440 @@
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y07
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.083066e+00 5.635186e-02 9.803626e-02
+3.111899e+00 4.448028e-01 4.448028e-01 8.016450e-01 3.659074e-02 9.632093e-02
+4.149868e+00 5.931660e-01 5.931660e-01 6.013213e-01 1.973869e-02 7.676178e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.480562e-01 1.180333e-02 5.719387e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.164973e-01 8.337622e-03 3.803439e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.206025e-01 5.828233e-03 1.997105e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.400461e-01 2.785391e-03 9.651644e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.656407e-02 2.285576e-03 2.335632e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.971875e-02 6.622681e-04 6.641676e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.600896e-02 1.354348e-03 7.014633e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.247519e-02 1.264959e-03 3.363849e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.235976e-03 8.341495e-04 1.774649e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.774985e-03 3.413658e-04 6.005767e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.638162e-04 9.661307e-05 6.270803e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.151227e+00 5.270690e-02 1.041990e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.693235e-01 2.298139e-02 1.043929e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.306895e-01 1.254730e-02 8.046705e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.167423e-01 1.101924e-02 5.316517e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.064054e-01 6.097484e-03 3.451944e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.079422e-01 4.142618e-03 2.035239e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.355806e-01 2.698061e-03 1.032008e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.380387e-02 2.756343e-03 2.834585e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.878021e-02 1.289020e-03 9.818150e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.551799e-02 1.650589e-03 6.877824e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.257078e-02 1.274526e-03 3.389626e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.491668e-03 9.061841e-04 1.857821e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.899326e-03 3.654590e-04 9.062889e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.996307e-04 1.040843e-04 3.090155e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.231865e+00 4.835530e-02 1.115878e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.937112e-01 2.366500e-02 1.072879e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.440624e-01 1.702990e-02 8.216513e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.519256e-01 1.489822e-02 5.764222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.108227e-01 8.223655e-03 3.499389e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.053831e-01 6.774006e-03 1.858949e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.321364e-01 2.633141e-03 1.005076e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.501202e-02 2.248761e-03 2.290340e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.915428e-02 9.800580e-04 1.324283e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.588587e-02 1.835034e-03 5.208656e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.266718e-02 1.284491e-03 3.414166e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.388002e-03 8.286225e-04 1.452838e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.875940e-03 3.506268e-04 6.365785e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.836994e-04 1.058536e-04 2.310020e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.292028e+00 7.539191e-02 1.170377e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.187728e-01 3.024861e-02 1.103483e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.319081e-01 2.080762e-02 8.061456e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.288424e-01 8.541035e-03 5.472233e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.009117e-01 5.984862e-03 3.613128e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.069581e-01 5.451984e-03 2.026369e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.331497e-01 4.368550e-03 9.185110e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.285244e-02 1.641051e-03 2.810543e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.887446e-02 6.480568e-04 6.564884e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.643489e-02 1.543214e-03 5.323650e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.310967e-02 1.249082e-03 3.536440e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.765439e-03 9.184717e-04 2.352599e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.034338e-03 3.912631e-04 9.714270e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.245384e-04 1.174914e-04 3.618127e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.301936e+00 5.942632e-02 1.179669e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.508729e-01 3.120777e-02 1.213839e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.496281e-01 1.710282e-02 8.784219e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.379379e-01 8.736580e-03 5.587467e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.012006e-01 5.962554e-03 3.393681e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.017007e-01 3.995068e-03 1.681381e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.297666e-01 1.717792e-03 9.882213e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.293244e-02 1.642182e-03 2.243359e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.924926e-02 1.296590e-03 6.643127e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.628440e-02 1.532768e-03 5.303836e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.277665e-02 1.218514e-03 3.446603e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.507592e-03 8.464410e-04 2.247383e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.956359e-03 3.656399e-04 9.346491e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.392506e-04 1.151754e-04 2.954944e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.383872e+00 8.067828e-02 1.353958e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.973186e-01 3.273212e-02 1.273192e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.546098e-01 2.147730e-02 8.851581e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.383607e-01 1.153838e-02 5.595073e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.014931e-01 9.893411e-03 3.170849e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.005524e-01 5.277780e-03 1.814982e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.290285e-01 2.555657e-03 8.906215e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.356888e-02 2.200581e-03 2.835330e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.995925e-02 9.895387e-04 1.009250e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.756812e-02 1.607192e-03 7.450965e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.349039e-02 1.286584e-03 4.563773e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.738154e-03 8.818481e-04 2.743751e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.024699e-03 3.894092e-04 8.266536e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.433859e-04 1.160754e-04 3.743911e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d06-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d06-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.357749e+00 7.060045e-02 1.229826e-01
+3.111899e+00 4.448028e-01 4.448028e-01 1.011685e+00 4.617792e-02 1.215454e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.640469e-01 2.178692e-02 8.977925e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.358653e-01 1.429808e-02 5.564046e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.017842e-01 1.183968e-02 2.956684e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.980843e-01 5.216062e-03 1.794335e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.274406e-01 3.354448e-03 1.061730e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.090374e-02 1.613535e-03 2.178728e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.869013e-02 1.287434e-03 6.493237e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.686780e-02 1.737337e-03 5.404704e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.350341e-02 1.368948e-03 3.638779e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.859889e-03 9.988944e-04 2.388071e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.040237e-03 3.923792e-04 1.118595e-04
+9.843070e+01 1.406930e+01 1.406930e+01 5.331285e-04 1.138561e-04 4.441265e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.052452e+00 2.899787e-02 3.240938e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.069510e+00 2.388060e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.016631e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.262260e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.569296e-01 2.899787e-02 2.729211e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.518124e-01 2.729211e-02 2.899787e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.603412e-01 3.411514e-02 3.411514e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.808102e-01 3.240938e-02 3.070362e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.927505e-01 3.411514e-02 3.240938e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.688699e-01 4.093817e-02 3.923241e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.016631e+00 4.605544e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.062687e+00 5.970149e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.083156e+00 9.381663e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.120682e+00 1.620469e-01 1.620469e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.256111e+00 7.148587e-02 8.510988e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.167488e+00 4.425532e-02 5.617720e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.014185e+00 4.595395e-02 6.468784e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.647114e-01 2.723404e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.628975e-01 2.553191e-02 2.723754e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.253388e-01 2.553191e-02 2.383328e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.741631e-01 2.553191e-02 2.723754e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.842641e-01 3.234043e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.369182e-01 2.723404e-02 2.552842e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.674446e-01 3.063480e-02 2.893617e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.006482e+00 4.085456e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.001263e+00 3.914544e-02 3.914544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.014769e+00 3.744331e-02 4.254970e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.050402e+00 5.276596e-02 5.106732e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.108162e+00 7.829787e-02 7.659924e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159114e+00 1.259574e-01 1.259609e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.201555e+00 2.025497e-01 2.059574e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.211915e+00 3.574468e-02 9.531915e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.142128e+00 4.085106e-02 6.127660e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.011064e+00 2.893617e-02 5.446809e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.463830e-01 2.893617e-02 3.574468e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.634043e-01 2.893617e-02 2.553191e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.480851e-01 2.893617e-02 2.723404e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.055319e-01 3.063830e-02 3.063830e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.055319e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.497872e-01 2.723404e-02 2.553191e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.753191e-01 3.063830e-02 3.063830e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.009362e+00 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.017872e+00 4.085106e-02 4.085106e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.031489e+00 4.085106e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.055319e+00 5.276596e-02 5.276596e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.092766e+00 7.829787e-02 8.000000e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.120000e+00 1.191489e-01 1.191489e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.142128e+00 1.957447e-01 1.957447e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.162553e+00 3.404255e-02 7.829787e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.113191e+00 3.914894e-02 4.595745e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016170e+00 2.893617e-02 4.085106e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.872340e-01 3.063830e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.770213e-01 2.723404e-02 2.723404e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.259574e-01 2.382979e-02 2.553191e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.936170e-01 3.063830e-02 2.893617e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.106383e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.514894e-01 2.382979e-02 2.723404e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.531915e-01 2.893617e-02 3.234043e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.736170e-01 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.736170e-01 3.914894e-02 3.914894e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.838298e-01 3.914894e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.021277e+00 5.446809e-02 5.106383e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.089362e+00 7.829787e-02 7.829787e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159149e+00 1.242553e-01 1.276596e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.222128e+00 2.110638e-01 2.076596e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.166738e+00 3.582090e-02 6.311301e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.069510e+00 3.582090e-02 3.752665e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.671642e-01 2.899787e-02 4.264392e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.552239e-01 2.899787e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.808102e-01 2.729211e-02 2.899787e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.620469e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.279318e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.432836e-01 2.899787e-02 2.729211e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.240938e-02 3.240938e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.961620e-01 4.093817e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.961620e-01 4.093817e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.011514e+00 4.093817e-02 4.093817e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.060981e+00 5.458422e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.122388e+00 8.017058e-02 8.187633e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.173561e+00 1.313433e-01 1.330490e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.219616e+00 2.149254e-01 2.149254e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.130917e+00 3.411514e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.078038e+00 3.923241e-02 3.923241e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002985e+00 3.582090e-02 4.093817e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.009808e+00 3.070362e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 1.014925e+00 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.637527e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.057569e-01 3.411514e-02 3.582090e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.211087e-01 3.582090e-02 3.752665e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.756930e-01 3.582090e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 4.434968e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.569296e-01 4.093817e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.535181e-01 4.093817e-02 3.923241e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.671642e-01 5.799574e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.995736e-01 8.017058e-02 7.846482e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.030277e+00 1.228145e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.059275e+00 1.978678e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d09-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d09-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.115565e+00 6.993603e-02 5.117271e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.052452e+00 4.093817e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.773987e-01 3.411514e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.466951e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.654584e-01 3.070362e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.808102e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.535181e-01 3.923241e-02 3.923241e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.535181e-01 3.752665e-02 3.923241e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.458422e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.825160e-01 4.776119e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.791045e-01 4.605544e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030277e+00 6.652452e-02 6.652452e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 9.211087e-02 9.381663e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.141151e+00 1.535181e-01 1.518124e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.178678e+00 2.422175e-01 2.439232e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.274200e+00 4.093817e-02 7.505330e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.229851e+00 4.946695e-02 4.946695e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.052452e+00 2.558635e-02 3.240938e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.046908e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.245203e-01 2.388060e-02 1.876333e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.046908e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.194030e-01 2.388060e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.432836e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.705757e-01 2.388060e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.023454e+00 2.899787e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.086567e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.287846e-02 5.287846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.153092e+00 7.846482e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.175267e+00 1.364606e-01 1.364606e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.168443e+00 3.752665e-02 6.993603e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.062687e+00 3.923241e-02 4.093817e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.944563e-01 3.240938e-02 3.240938e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.637527e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.582090e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.654584e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.501066e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.245203e-01 3.582090e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.654584e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.018337e+00 5.117271e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.026866e+00 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.045629e+00 6.140725e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.076333e+00 7.505330e-02 7.675906e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.113859e+00 9.211087e-02 9.211087e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.139446e+00 1.347548e-01 1.347548e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.166738e+00 2.081023e-01 2.081023e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.110448e+00 3.752665e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.096802e+00 4.264392e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.047335e+00 3.582090e-02 3.752665e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.014925e+00 3.240938e-02 3.240938e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.876333e-01 3.923241e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.535181e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.620469e-01 3.582090e-02 3.752665e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.944563e-01 4.434968e-02 4.264392e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.773987e-01 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.893390e-01 5.970149e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.978678e-01 7.505330e-02 7.505330e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.028571e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.055864e+00 1.296375e-01 1.279318e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.086567e+00 1.995736e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.219616e+00 3.752665e-02 1.057569e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.147974e+00 4.264392e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 3.070362e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.705757e-01 2.729211e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.552239e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.381663e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.108742e-01 3.070362e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.955224e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.466951e-01 3.240938e-02 3.240938e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.893390e-01 4.093817e-02 3.923241e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.037100e+00 5.117271e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.050746e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.059275e+00 5.970149e-02 5.799574e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.064392e+00 7.334755e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.088273e+00 8.528785e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.110448e+00 1.194030e-01 1.159915e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.132623e+00 1.791045e-01 1.808102e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.155260e+00 3.582090e-02 7.846482e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.112504e+00 3.923241e-02 4.434618e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.028810e+00 3.411164e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.775248e-01 2.899787e-02 2.900137e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603552e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.329510e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.021353e-01 3.070362e-02 2.900137e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.952002e-01 2.729211e-02 2.900137e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.377320e-01 3.582790e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.683235e-01 4.093466e-02 3.753366e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.012561e+00 4.946345e-02 4.946345e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.012449e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.012337e+00 5.799574e-02 5.799223e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.025871e+00 7.334405e-02 7.163829e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.063286e+00 8.528434e-02 8.528434e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.093877e+00 1.211122e-01 1.211052e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.122763e+00 1.825230e-01 1.825160e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.244456e+02 3.275202e+00 1.401034e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.342479e+01 3.063304e+00 1.191336e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.783690e+01 -9.106933e-01 1.019583e+01
+4.504913e-02 5.160577e-03 5.160577e-03 5.230361e+01 1.376544e+00 6.669661e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.900484e+01 7.724681e-01 4.681564e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.908743e+01 5.760596e-01 3.059659e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.140429e+01 7.018247e-01 1.782993e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.463669e+01 2.898711e-01 1.009205e+00
+1.423585e-01 1.630780e-02 1.630780e-02 9.876280e+00 2.599273e-01 3.348113e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.575859e+00 8.710982e-02 1.328623e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.123346e+00 1.085196e-01 8.331038e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.418742e+00 1.859899e-01 6.537792e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.372305e+00 1.552026e-01 1.842285e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.998090e-01 1.113856e-01 1.891564e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.081782e-01 6.576581e-02 1.905977e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.089092e-01 2.605038e-02 1.065608e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.365577e-02 6.248428e-03 3.016540e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.187356e+02 3.893219e+00 1.336750e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.656341e+01 2.541389e+00 1.231359e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.249286e+01 1.907892e+00 9.244157e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.478651e+01 1.441890e+00 6.986275e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.004730e+01 7.931134e-01 4.806685e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.888560e+01 7.602210e-01 2.826275e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.083480e+01 5.483375e-01 1.886550e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.482880e+01 3.902695e-01 1.022451e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027637e+01 2.035175e-01 3.483745e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.796776e+00 2.228594e-01 1.837150e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.094734e+00 1.342622e-01 1.106795e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.338743e+00 2.225942e-01 9.546125e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.300637e+00 1.470973e-01 6.214497e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.501266e-01 1.034778e-01 2.653644e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.843967e-01 5.919420e-02 1.160832e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.011772e-01 2.420095e-02 5.543506e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.197634e-02 5.804825e-03 1.672435e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.179117e+02 6.124809e+00 1.327474e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.213275e+01 1.824635e+00 1.174860e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.962936e+01 1.832529e+00 8.879009e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.192533e+01 1.028351e+00 6.621424e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.924259e+01 1.032800e+00 4.418011e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.985601e+01 7.857607e-01 3.140504e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.124948e+01 5.592512e-01 1.924098e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.492360e+01 2.955531e-01 1.028987e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.020506e+01 2.021053e-01 4.165434e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.615941e+00 1.741206e-01 1.336722e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.176233e+00 1.369344e-01 8.437893e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.433485e+00 2.316114e-01 3.266893e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317709e+00 1.490280e-01 3.561730e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.719677e-01 1.069542e-01 2.742793e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.978973e-01 6.357184e-02 1.842393e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.066892e-01 2.497636e-02 8.119222e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.332861e-02 6.276094e-03 2.626383e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y07
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.066577e+02 6.212212e+00 1.280162e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.790538e+01 3.447352e+00 1.120953e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.960879e+01 2.282401e+00 9.401452e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.402882e+01 1.421949e+00 6.889657e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.083230e+01 1.074639e+00 4.596984e+00
+7.137813e-02 8.176681e-03 8.176681e-03 3.024788e+01 5.990417e-01 3.181725e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.240712e+01 4.437600e-01 2.028920e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.594787e+01 3.158383e-01 1.099611e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.068950e+01 2.116994e-01 3.623800e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.838205e+00 1.799702e-01 1.848348e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.038105e+00 1.062762e-01 1.368940e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.384587e+00 1.979918e-01 4.817952e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317319e+00 1.411679e-01 4.465785e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.497426e-01 9.976180e-02 3.559943e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.749091e-01 5.576312e-02 1.895508e-02
+7.127862e-01 8.165282e-02 8.165282e-02 9.586503e-02 2.293031e-02 6.609927e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.041012e-02 5.590079e-03 2.911602e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.331441e+02 7.754895e+00 1.498964e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.026568e+02 4.025851e+00 1.309060e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.066843e+01 2.771377e+00 9.544568e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.234998e+01 1.377765e+00 6.283318e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.903943e+01 1.027453e+00 4.685715e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.834701e+01 9.294696e-01 2.773578e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.990822e+01 5.239513e-01 1.802649e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.398162e+01 2.768978e-01 9.640374e-01
+1.423585e-01 1.630780e-02 1.630780e-02 9.819346e+00 1.944664e-01 3.328812e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.581690e+00 1.303465e-01 1.329801e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.210386e+00 1.380543e-01 1.138056e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.469800e+00 2.201174e-01 8.372756e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.355327e+00 1.532825e-01 5.532082e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.865579e-01 1.092765e-01 3.761654e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.064016e-01 6.698836e-02 2.331766e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.097350e-01 2.735386e-02 1.073688e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.399460e-02 6.802620e-03 3.059747e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.304687e+02 4.277936e+00 1.468843e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.012670e+02 4.617929e+00 1.291338e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.159598e+01 2.347559e+00 9.129789e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.268464e+01 1.727476e+00 6.718249e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.902789e+01 1.279685e+00 4.393840e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.852822e+01 9.354114e-01 2.583174e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.057704e+01 6.747001e-01 1.714082e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435530e+01 5.629662e-01 8.878261e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.014923e+01 2.009996e-01 3.440644e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.757594e+00 1.778487e-01 1.365342e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.209143e+00 1.650683e-01 8.504386e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.485588e+00 2.063779e-01 1.187624e-01
+3.573889e-01 4.094048e-02 4.094048e-02 1.391550e+00 1.491226e-01 6.648879e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.909468e-01 1.099750e-01 3.785701e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.002448e-01 6.407281e-02 2.070198e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.061055e-01 2.591624e-02 8.838669e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.289364e-02 6.270284e-03 2.577413e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d05-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d05-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.236551e+02 4.054525e+00 1.392134e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.791759e+01 3.210618e+00 1.322487e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.157483e+01 1.417498e+00 9.666987e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.302143e+01 7.023702e-01 6.761196e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.927738e+01 5.203041e-01 4.714276e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.833027e+01 3.752886e-01 2.980014e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.029846e+01 2.688919e-01 1.837985e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435106e+01 1.901072e-01 9.895102e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.007880e+01 1.996048e-01 3.416769e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.666107e+00 1.320184e-01 4.459623e-02
+2.255601e-01 2.583891e-02 2.583891e-02 4.124564e+00 1.085517e-01 8.333499e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.435643e+00 2.170732e-01 6.583475e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.336583e+00 1.432322e-01 4.531088e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.636541e-01 9.813965e-02 3.636164e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.942117e-01 5.967849e-02 1.819599e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.053693e-01 2.520366e-02 7.265247e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.273478e-02 6.116337e-03 2.224457e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.241791e+00 7.675906e-02 1.006397e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.166738e+00 4.264392e-02 5.287846e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016631e+00 3.240938e-02 5.458422e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.688699e-01 2.729211e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.240938e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.347548e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.869936e-01 2.899787e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.801706e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.038806e+00 5.117271e-02 5.628998e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.035394e+00 4.264392e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.628998e-02 5.628998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.054158e+00 7.164179e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.105330e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147974e+00 1.211087e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.185501e+00 1.859275e-01 1.842217e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.060427e+00 4.835147e-02 8.066197e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.593731e-01 2.489908e-02 1.025427e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.259578e-01 1.723710e-02 8.310537e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.667265e-01 7.252761e-03 5.794086e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.591359e-01 5.126359e-03 3.696700e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.782902e-01 3.528005e-03 2.408011e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.178563e-01 1.559283e-03 1.326631e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.738958e-02 2.035503e-03 5.333266e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.598072e-02 9.133926e-04 1.240207e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521855e-02 6.654947e-04 5.079481e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.243175e-02 9.574827e-04 3.342430e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.363267e-03 7.931078e-04 2.186336e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.807938e-03 3.667662e-04 8.628876e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.139845e-04 1.011103e-04 2.850976e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.082172e+00 5.620095e-02 9.787647e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.801294e-01 2.557122e-02 1.053703e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.296360e-01 1.736623e-02 7.960729e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.668349e-01 9.650499e-03 5.796512e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.609467e-01 6.862007e-03 3.722532e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.795361e-01 3.552658e-03 2.425180e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.210777e-01 2.392569e-03 1.363344e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.845215e-02 2.063451e-03 5.969866e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.755382e-02 1.250762e-03 1.283729e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.625567e-02 6.905772e-04 7.092315e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.320452e-02 9.352602e-04 4.462671e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.658793e-03 8.367019e-04 1.916401e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.894893e-03 3.844063e-04 6.401896e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.281454e-04 1.045780e-04 2.643361e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.104364e+00 5.735343e-02 9.192080e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.961270e-01 3.122142e-02 1.075209e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.369019e-01 2.104972e-02 8.069251e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.620846e-01 9.531441e-03 5.720043e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.575661e-01 6.777314e-03 3.673977e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.772102e-01 3.509545e-03 2.392862e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.187150e-01 2.349131e-03 1.424954e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.640959e-02 5.116008e-04 5.806624e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.662557e-02 9.223709e-04 1.259206e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.608890e-02 5.165326e-04 5.263710e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.312064e-02 1.090481e-03 3.533672e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.660499e-03 8.371427e-04 1.527418e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.882857e-03 3.919056e-04 7.680944e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.197903e-04 1.025337e-04 2.001843e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y07
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 8.965473e-01 5.225189e-02 6.813706e-02
+3.111899e+00 4.448028e-01 4.448028e-01 6.593723e-01 3.008951e-02 8.899713e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.149349e-01 2.019401e-02 7.739433e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.837967e-01 1.258431e-02 5.768189e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.803887e-01 5.549865e-03 3.999882e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.968113e-01 3.896657e-03 2.658035e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.292349e-01 3.399843e-03 1.454873e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.099143e-02 2.130680e-03 6.162607e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.812075e-02 9.556399e-04 1.296824e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.535725e-02 5.037137e-04 3.388350e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.200991e-02 8.507102e-04 2.413540e-04
+5.534942e+01 7.911430e+00 7.911430e+00 4.978086e-03 7.077219e-04 1.342134e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.601571e-03 3.163608e-04 5.425715e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.642952e-04 8.897284e-05 3.564403e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 9.459489e-01 4.325784e-02 7.187449e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.145097e-01 1.887859e-02 9.104548e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.254914e-01 1.045023e-02 8.297726e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.591449e-01 9.489235e-03 5.670582e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.712768e-01 5.399230e-03 4.075002e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.878920e-01 4.961367e-03 2.536145e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.242034e-01 2.469984e-03 1.397227e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.835897e-02 1.556576e-03 5.958534e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.718170e-02 1.244826e-03 1.594579e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.453306e-02 8.064037e-04 8.285659e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.233818e-02 1.025829e-03 3.321522e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.430447e-03 7.722152e-04 1.834990e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.818430e-03 3.784792e-04 6.142513e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.163868e-04 1.037901e-04 1.986344e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.004750e+00 3.951620e-02 7.635434e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.243160e-01 1.914163e-02 9.773978e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.291663e-01 1.741090e-02 7.948227e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.789345e-01 1.001624e-02 5.689755e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.677624e-01 7.077663e-03 4.021522e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.793769e-01 4.739450e-03 2.285234e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.209704e-01 2.409665e-03 1.450587e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.943441e-02 2.100092e-03 6.034579e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.719565e-02 1.552090e-03 1.270539e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.470449e-02 4.918296e-04 4.967490e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.177903e-02 9.069066e-04 4.795554e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.081699e-03 7.514702e-04 1.368319e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.724473e-03 3.498034e-04 7.018781e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.975142e-04 1.010757e-04 2.174937e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d02-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d02-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.053074e+00 6.126362e-02 8.781754e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.441141e-01 1.966889e-02 1.004161e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.188399e-01 1.032933e-02 7.792454e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.641837e-01 7.244369e-03 5.471781e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.642935e-01 5.231284e-03 3.971971e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.867538e-01 6.123468e-03 2.241166e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.226306e-01 4.020272e-03 1.471801e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.685256e-02 2.021796e-03 5.845833e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.627465e-02 6.119756e-04 1.249995e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521109e-02 3.334131e-04 5.089479e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.276400e-02 1.060055e-03 1.705583e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.617896e-03 7.987359e-04 1.513988e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.893773e-03 3.941608e-04 7.715558e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.222240e-04 1.031406e-04 2.607554e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.188034e+00 4.957265e-02 9.059829e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.164103e+00 5.982906e-02 9.572650e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.063248e+00 2.735043e-02 3.760684e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.470085e-01 3.760684e-02 4.615385e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.384615e-01 2.564103e-02 2.564103e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.350427e-01 3.076923e-02 3.076923e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.247863e-01 2.735043e-02 2.905983e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.333333e-01 3.247863e-02 3.247863e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.367521e-01 3.247863e-02 2.905983e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.675214e-01 3.418803e-02 3.589744e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.931624e-01 3.760684e-02 3.931624e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.005128e+00 3.760684e-02 4.102564e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.032479e+00 5.128205e-02 5.128205e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.073504e+00 5.470085e-02 5.811966e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.121368e+00 7.521368e-02 7.350427e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.152137e+00 1.128205e-01 1.128205e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.172650e+00 1.726496e-01 1.743590e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.147503e+00 3.751966e-02 7.675557e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.149320e+00 4.093817e-02 5.969800e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.045381e+00 2.729211e-02 3.240589e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.738509e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.466706e-01 2.558635e-02 2.558635e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.280192e-01 3.069663e-02 3.240589e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.161907e-01 2.899787e-02 2.899437e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.231256e-01 2.899787e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.283547e-01 3.069663e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.608759e-01 3.582090e-02 3.582439e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.797511e-01 3.923241e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.798665e-01 3.752665e-02 3.752316e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.816806e-01 4.946695e-02 4.776119e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.019319e+00 5.629347e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.085955e+00 7.164179e-02 7.164878e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147478e+00 1.125835e-01 1.091649e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.197057e+00 1.756965e-01 1.773917e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.228145e+00 4.605544e-02 7.505330e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.163326e+00 4.264392e-02 7.505330e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.054158e+00 2.558635e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.773987e-01 2.899787e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.558635e-02 2.388060e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.040512e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.023454e-01 2.729211e-02 2.729211e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.125800e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.159915e-01 2.899787e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.411514e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 3.752665e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011514e+00 3.923241e-02 3.582090e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.117271e-02 5.117271e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.057569e+00 5.628998e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 7.334755e-02 7.334755e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.134328e+00 1.108742e-01 1.091684e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.163326e+00 1.705757e-01 1.688699e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.078038e+00 3.923241e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.081450e+00 6.481876e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.021748e+00 3.582090e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.535181e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603412e-01 3.411514e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.791045e-01 3.923241e-02 4.093817e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.705757e-01 3.752665e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.552239e-01 4.264392e-02 4.264392e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.398721e-01 3.923241e-02 4.093817e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.876333e-01 4.605544e-02 4.434968e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.020043e+00 4.605544e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.808102e-01 4.264392e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.484009e-01 5.628998e-02 6.652452e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.002985e+00 6.481876e-02 6.311301e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.091684e+00 8.187633e-02 8.017058e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.163326e+00 1.364606e-01 1.313433e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.216205e+00 2.063966e-01 2.046908e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.158209e+00 4.434968e-02 5.458422e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.107036e+00 3.923241e-02 6.823028e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 2.729211e-02 2.729211e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.586354e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.729211e-02 2.729211e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.330490e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.552239e-01 3.240938e-02 2.899787e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.569296e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.330490e-01 3.240938e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.501066e-01 3.582090e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.722814e-01 3.923241e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.705757e-01 3.752665e-02 3.752665e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.859275e-01 4.946695e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.045629e+00 5.799574e-02 5.799574e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.124094e+00 7.675906e-02 7.505330e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.194030e+00 1.211087e-01 1.194030e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.245203e+00 1.927505e-01 1.893390e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d03-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d03-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.085912e+00 5.288197e-02 5.287846e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.102858e+00 4.093116e-02 5.629348e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.031104e+00 2.899787e-02 3.070713e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.917593e-01 3.411514e-02 3.411514e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.745897e-01 3.240938e-02 3.241639e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.301279e-01 3.582440e-02 3.752315e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.197813e-01 3.240938e-02 3.240938e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.401383e-01 3.582090e-02 3.753016e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.349089e-01 3.752665e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.825580e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.002915e+00 4.264042e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.601590e-01 4.264392e-02 4.264392e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.446951e-01 5.116921e-02 4.946345e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.445830e-01 5.629348e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.768803e-01 6.993603e-02 7.163829e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.016001e+00 1.142892e-01 1.159880e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.050004e+00 1.773952e-01 1.756965e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d07-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d07-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.098448e+00 5.287496e-02 5.288897e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.050575e+00 4.435669e-02 4.605894e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002701e+00 3.923241e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.599454e-01 3.752665e-02 3.923591e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.615390e-01 4.093466e-02 4.264392e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.904248e-01 3.923241e-02 3.752665e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.459631e-01 3.582090e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.339107e-01 3.581739e-02 3.582090e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.593849e-01 3.923241e-02 3.922891e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.729189e-01 4.776470e-02 4.776119e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.027391e+00 5.628998e-02 5.798873e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011927e+00 5.458072e-02 5.628648e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.004992e+00 6.310950e-02 6.140375e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030463e+00 8.187283e-02 8.358559e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.079818e+00 1.057639e-01 1.074627e-01
+7.127862e-01 8.165282e-02 8.165282e-02 1.113821e+00 1.466951e-01 1.466986e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.151239e+00 2.115104e-01 2.115069e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.790918e+01 5.710681e+00 1.103967e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.509899e+01 3.886142e+00 1.215859e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.217656e+01 1.638725e+00 9.838882e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.697088e+01 9.315663e-01 7.432720e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.478011e+01 6.897885e-01 5.235545e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.592585e+01 5.141834e-01 3.704177e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.932570e+01 3.832836e-01 2.614183e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.412009e+01 2.800415e-01 1.697366e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.011206e+01 2.005510e-01 7.707017e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.050866e+00 1.398387e-01 2.882233e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.660639e+00 1.228358e-01 6.265923e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.881701e+00 9.462277e-02 9.783527e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.677849e+00 1.700146e-01 5.696385e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.897284e-01 1.164098e-01 4.257467e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.239970e-01 9.281664e-02 2.326541e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.653749e-01 4.534985e-02 1.260422e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.988227e-02 1.035101e-02 3.908159e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.331657e+01 3.064118e+00 1.191787e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.442275e+01 3.315480e+00 1.270839e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.293056e+01 2.066371e+00 9.473111e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.536950e+01 1.489741e+00 7.179315e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.473489e+01 9.154726e-01 5.496484e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.677120e+01 7.055816e-01 3.824956e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.995584e+01 5.259560e-01 2.548648e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.438707e+01 2.853365e-01 1.729460e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.030326e+01 2.043430e-01 8.595642e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.088877e+00 1.405926e-01 2.897771e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.654580e+00 1.226761e-01 9.418145e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.877955e+00 9.449976e-02 9.770807e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.664516e+00 1.485528e-01 6.804160e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.005179e-01 1.125776e-01 4.309096e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.320139e-01 9.457160e-02 2.370531e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.673804e-01 4.589980e-02 1.155823e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.009728e-02 1.040681e-02 3.345172e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.013512e+01 2.959653e+00 1.083508e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.319450e+01 2.731753e+00 1.188648e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.160228e+01 8.172153e-01 9.273161e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.653705e+01 9.229621e-01 7.364069e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.492214e+01 4.632769e-01 5.256926e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.655846e+01 3.523243e-01 3.592557e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.927548e+01 -2.591462e-01 2.901591e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.427274e+01 1.893421e-01 1.715716e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.015336e+01 1.346944e-01 7.738492e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.032545e+00 1.853497e-01 2.387586e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.556335e+00 1.496106e-01 9.219355e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.798460e+00 7.375621e-02 7.575275e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.586439e+00 1.607521e-01 6.484998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.525655e-01 1.065829e-01 4.079638e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.145081e-01 8.857027e-02 2.274473e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.649452e-01 4.523201e-02 1.257147e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.085543e-02 1.120356e-02 3.704978e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.122817e+01 2.404409e+00 1.096648e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.035814e+01 2.638619e+00 1.148123e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.070604e+01 1.203974e+00 9.138247e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.585999e+01 1.208686e+00 6.903430e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.464463e+01 6.871017e-01 5.482202e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.670163e+01 5.295694e-01 3.815017e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.044277e+01 6.712534e-01 2.765290e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.473812e+01 3.884379e-01 1.771660e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027649e+01 2.038120e-01 8.573306e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.976660e+00 1.383670e-01 3.338423e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.550411e+00 9.024761e-02 6.117730e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.776222e+00 7.317011e-02 7.515078e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.594991e+00 1.616187e-01 5.415078e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.803646e-01 1.151846e-01 2.383097e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.337782e-01 9.721272e-02 1.472700e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.726133e-01 4.816855e-02 7.056039e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.275476e-02 1.151651e-02 1.747717e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.579548e+01 2.261225e+00 1.031342e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.025367e+01 2.115165e+00 1.146631e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.103330e+01 1.608594e+00 9.187511e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.767258e+01 1.565364e+00 7.543757e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.601395e+01 9.491834e-01 5.978348e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.684558e+01 7.075421e-01 3.631396e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.987811e+01 5.239073e-01 2.538721e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.452370e+01 2.880463e-01 1.745884e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.033189e+01 2.049108e-01 7.874559e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.204143e+00 1.898724e-01 2.944889e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.698784e+00 1.542880e-01 1.595262e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.754161e+00 9.043490e-02 7.455359e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.540613e+00 1.374949e-01 6.297673e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.007524e-01 1.047684e-01 3.831705e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.790563e-01 8.297872e-02 2.079944e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.478463e-01 4.054308e-02 1.126826e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.613439e-02 9.378283e-03 3.540894e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.454726e+01 3.860946e+00 1.079790e+01
+2.843201e-02 3.257012e-03 3.257012e-03 7.803692e+01 2.562400e+00 1.174711e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.054830e+01 1.988148e+00 9.114502e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.574082e+01 9.071707e-01 7.238074e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.548999e+01 9.353739e-01 5.615971e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.809361e+01 7.404350e-01 3.800216e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.080222e+01 5.482632e-01 2.813912e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.469983e+01 2.915394e-01 1.767056e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.031846e+01 2.046444e-01 8.608319e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.194778e+00 1.896255e-01 3.442795e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.755765e+00 1.561590e-01 1.614607e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.806236e+00 9.214482e-02 7.596323e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.538610e+00 1.742486e-01 9.529994e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.435928e-01 1.103735e-01 2.283558e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.184446e-01 9.160117e-02 2.002312e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.676272e-01 4.677715e-02 8.021183e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.151975e-02 1.138573e-02 4.068618e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d01-x01-y07
+Path=/REF/ATLAS_2014_I1300152/d01-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 7.793547e+01 3.559011e+00 9.953482e+00
+2.843201e-02 3.257012e-03 3.257012e-03 7.241619e+01 2.843954e+00 1.090101e+01
+3.578878e-02 4.099764e-03 4.099764e-03 5.887585e+01 1.551732e+00 8.862743e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.754871e+01 1.253194e+00 7.893129e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.689271e+01 9.723441e-01 5.553561e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.862480e+01 7.544350e-01 4.089790e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.148050e+01 5.661401e-01 2.743370e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.548627e+01 5.085031e-01 1.746141e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.094333e+01 1.451741e-01 9.129625e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.330815e+00 2.407127e-01 2.996669e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.624402e+00 1.218807e-01 9.357083e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.840267e+00 7.485806e-02 5.747037e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.610138e+00 1.534592e-01 5.466505e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.368892e-01 1.094964e-01 4.004625e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.831542e-01 8.187072e-02 1.833443e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.445375e-01 3.963573e-02 7.931011e-03
+8.972195e-01 1.027805e-01 1.027805e-01 3.416576e-02 8.867348e-03 5.143066e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.203480e+00 3.403537e-02 6.296795e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.162769e+00 3.404974e-02 4.595026e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.035249e+00 2.553191e-02 2.723404e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.690062e-01 2.042553e-02 2.042194e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.385079e-01 2.212407e-02 2.382979e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.080061e-01 2.212766e-02 2.553551e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.234653e-01 2.382979e-02 2.553191e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.508394e-01 2.383697e-02 2.212407e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.680007e-01 2.553191e-02 2.553191e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.868642e-01 3.403896e-02 3.404614e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.019345e+00 4.085465e-02 4.084747e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.060336e+00 5.106383e-02 5.106742e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.111540e+00 8.000000e-02 7.829428e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.154233e+00 1.412766e-01 1.429751e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.120607e+00 3.411514e-02 3.923241e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.096590e+00 2.558995e-02 2.558276e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.028220e+00 2.388060e-02 2.387701e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.922586e-01 2.388419e-02 2.387701e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.545919e-01 2.217484e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.066906e-01 2.387701e-02 2.387701e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.389599e-01 2.900146e-02 2.559354e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.797581e-01 2.558635e-02 2.899787e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.762101e-01 3.412232e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.624204e-01 2.900146e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.759300e-01 3.923600e-02 3.752665e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.011607e+00 5.799574e-02 5.629357e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066051e+00 7.846123e-02 7.846841e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.091501e+00 1.381699e-01 1.279354e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.287846e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.127505e+00 2.558635e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.014925e+00 2.217484e-02 2.217484e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.217484e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.449893e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.449893e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.535181e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.501066e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.552239e-01 3.070362e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.876333e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.055864e+00 4.093817e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125800e+00 5.970149e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.173561e+00 7.846482e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171855e+00 1.279318e-01 1.296375e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.054158e+00 3.411514e-02 3.582090e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.076333e+00 2.729211e-02 2.899787e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.026866e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.381663e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.688699e-01 2.729211e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.501066e-01 2.729211e-02 2.729211e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.620469e-01 2.729211e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688699e-01 3.240938e-02 3.240938e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.411514e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.620469e-01 3.411514e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.020043e+00 4.776119e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.083156e+00 6.652452e-02 6.823028e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.118977e+00 9.211087e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.144563e+00 1.449893e-01 1.484009e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.240010e+00 3.411514e-02 7.847202e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.209166e+00 4.777919e-02 5.289646e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.048684e+00 2.558995e-02 3.071082e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.496136e-01 2.046548e-02 2.388420e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.170639e-01 2.046908e-02 2.046908e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.981602e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.184889e-01 2.046908e-02 2.217844e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.439349e-01 2.387700e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.659694e-01 2.899787e-02 3.071082e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.025531e+00 2.728851e-02 2.729571e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.088507e+00 4.093457e-02 4.093457e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125893e+00 5.458782e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.164985e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158022e+00 1.245239e-01 1.245167e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.458422e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117271e+00 2.217484e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.002985e+00 2.388060e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.518124e-01 1.876333e-02 2.217484e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.518124e-01 2.729211e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.398721e-01 2.388060e-02 2.388060e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.484009e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.586354e-01 2.388060e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.739872e-01 2.729211e-02 2.558635e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.062687e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.628998e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.154797e+00 8.187633e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158209e+00 1.381663e-01 1.381663e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.190618e+00 3.411514e-02 6.140725e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.151386e+00 3.240938e-02 4.434968e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.023454e+00 1.876333e-02 3.070362e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.620469e-01 2.388060e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.211087e-01 2.217484e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.023454e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.159915e-01 2.217484e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.518124e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.518124e-01 3.240938e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.825160e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.025160e+00 3.923241e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.071215e+00 5.458422e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.124094e+00 7.505330e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.146269e+00 1.262260e-01 1.279318e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d04-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.215226e+00 3.240938e-02 9.040152e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.184663e+00 3.582449e-02 5.627918e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.032991e+00 2.217484e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.649042e-01 2.047268e-02 2.217124e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.360431e-01 2.216764e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.140086e-01 2.217124e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.431468e-01 2.217844e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.705793e-01 2.388420e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.826599e-01 3.071082e-02 3.070003e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.033973e+00 2.728851e-02 3.411874e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.093817e-02 3.922881e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.138305e+00 5.629358e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.184497e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.189755e+00 1.245203e-01 1.228109e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.134328e+00 3.070362e-02 4.093817e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.095096e+00 2.217484e-02 2.388060e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.038806e+00 2.558635e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.002985e+00 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.739872e-01 2.729211e-02 2.558635e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.194030e-01 2.558635e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.364606e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.756930e-01 2.729211e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.876333e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.773987e-01 3.752665e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.910448e-01 4.264392e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.016631e+00 5.117271e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.076333e+00 8.017058e-02 8.187633e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.125800e+00 1.603412e-01 1.415778e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y01
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.253731e+00 3.070362e-02 7.334755e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.258849e+00 6.140725e-02 5.287846e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.100213e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.671642e-01 2.046908e-02 3.070362e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.381663e-01 2.388060e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.108742e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.313433e-01 2.388060e-02 2.388060e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.671642e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.020043e+00 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.078038e+00 4.776119e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.115565e+00 6.311301e-02 6.140725e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.146269e+00 9.040512e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.151386e+00 1.603412e-01 1.603412e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d10-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d10-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.237404e+00 3.582090e-02 9.039072e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.196606e+00 3.070362e-02 5.456263e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.041519e+00 2.388060e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.683121e-01 1.876333e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.445719e-01 2.046548e-02 2.217844e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.088913e-01 2.217484e-02 2.046548e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.295008e-01 2.558276e-02 2.557916e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688735e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.928945e-01 2.559355e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.047619e+00 3.412234e-02 3.581730e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.434608e-02 4.265112e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.119542e+00 5.287487e-02 5.458422e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.169145e+00 8.186914e-02 8.188713e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.235810e+00 1.466951e-01 1.449929e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y03
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.200853e+00 3.070362e-02 6.311301e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.188913e+00 4.264392e-02 4.605544e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.072921e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.739872e-01 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.484009e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.091684e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.245203e-01 2.558635e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569296e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.070362e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.026866e+00 4.434968e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.057569e+00 5.628998e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.103625e+00 9.211087e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.161620e+00 1.671642e-01 1.654584e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y02
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.273468e+00 2.729223e-02 9.553361e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.242624e+00 4.093835e-02 5.970536e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.083848e+00 2.900160e-02 2.900160e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.711271e-01 2.046918e-02 2.388790e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.419923e-01 2.388070e-02 2.216774e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.009136e-01 2.217854e-02 2.047277e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.161251e-01 2.388070e-02 2.388070e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569231e-01 2.388430e-02 2.558287e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.926039e-01 2.899800e-02 2.899800e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.045342e+00 3.922899e-02 3.923259e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.081023e+00 4.434628e-02 4.776141e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.099646e+00 6.140753e-02 6.140393e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.133625e+00 9.211129e-02 9.381345e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171011e+00 1.671649e-01 1.654592e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y05
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.138462e+00 3.076923e-02 3.931624e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117949e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.066667e+00 2.735043e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.006838e+00 2.393162e-02 2.393162e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.794872e-01 2.735043e-02 2.905983e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.264957e-01 2.393162e-02 2.564103e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.452991e-01 2.905983e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.846154e-01 3.076923e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.829060e-01 3.247863e-02 3.247863e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.794872e-01 3.931624e-02 3.760684e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.013675e+00 5.128205e-02 5.128205e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.034188e+00 6.324786e-02 6.153846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.056410e+00 9.401709e-02 9.401709e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.037607e+00 1.589744e-01 1.589744e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y04
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.193162e+00 3.076923e-02 5.641026e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.147009e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.039316e+00 2.564103e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.555556e-01 2.222222e-02 2.222222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.487179e-01 2.564103e-02 2.564103e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.418803e-01 2.393162e-02 2.222222e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.470085e-01 2.735043e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.606838e-01 2.735043e-02 2.564103e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.743590e-01 3.076923e-02 3.076923e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.008547e+00 3.931624e-02 4.102564e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.054701e+00 4.786325e-02 4.957265e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.105983e+00 6.324786e-02 6.495726e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.145299e+00 9.743590e-02 9.572650e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.131624e+00 1.623932e-01 1.606838e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152/d08-x01-y06
+Path=/REF/ATLAS_2014_I1300152/d08-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.061538e+00 2.905983e-02 3.076923e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.083761e+00 3.076923e-02 3.247863e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.046154e+00 3.418803e-02 3.247863e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.264957e-01 2.735043e-02 3.760684e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.641026e-01 2.735043e-02 2.735043e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.452991e-01 2.735043e-02 3.076923e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.692308e-01 3.418803e-02 2.905983e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.709402e-01 3.247863e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.777778e-01 3.418803e-02 3.418803e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.692308e-01 4.444444e-02 4.444444e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.011966e+00 5.470085e-02 5.299145e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.046154e+00 6.666667e-02 6.666667e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066667e+00 1.008547e-01 9.914530e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.082051e+00 1.692308e-01 1.675214e-01
+END YODA_SCATTER2D
+
Index: trunk/code/CMS_2013_I1256590_4MOMSUB.yoda
===================================================================
--- trunk/code/CMS_2013_I1256590_4MOMSUB.yoda (revision 0)
+++ trunk/code/CMS_2013_I1256590_4MOMSUB.yoda (revision 452)
@@ -0,0 +1,206 @@
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y03
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 9.996849e-01 1.534981e-02 1.496040e-02
+7.500000e-02 2.500000e-02 2.500000e-02 9.914790e-01 4.180134e-02 4.529186e-02
+1.250000e-01 2.500000e-02 2.500000e-02 9.037203e-01 4.181550e-02 3.772316e-02
+1.750000e-01 2.500000e-02 2.500000e-02 1.016727e+00 5.312961e-02 5.671926e-02
+2.250000e-01 2.500000e-02 2.500000e-02 1.273673e+00 1.439611e-01 1.400741e-01
+2.750000e-01 2.500000e-02 2.500000e-02 1.382885e+00 1.060964e-01 1.097498e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y02
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.470847e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.714706e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 3.694601e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.007718e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y01
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.298714e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.883952e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 4.738880e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.774874e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y01
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.589493e-02 2.640026e-02 2.607364e-02
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 1.372295e-01 1.308755e-01
+1.250000e+00 2.500000e-01 2.500000e-01 7.553553e-01 2.064520e-01 2.113501e-01
+1.750000e+00 2.500000e-01 2.500000e-01 1.219367e+00 1.948854e-01 1.904400e-01
+2.250000e+00 2.500000e-01 2.500000e-01 1.560549e+00 1.710532e-01 1.668595e-01
+2.750000e+00 2.500000e-01 2.500000e-01 1.804274e+00 2.437255e-01 2.817904e-01
+3.250000e+00 2.500000e-01 2.500000e-01 2.086064e+00 4.080724e-01 3.258002e-01
+3.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 4.787017e-01 4.655116e-01
+4.250000e+00 2.500000e-01 2.500000e-01 2.556013e+00 3.771229e-01 3.566198e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.273626e+00 4.731263e-01 4.790329e-01
+5.250000e+00 2.500000e-01 2.500000e-01 1.213483e-01 5.143852e-02 1.293548e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y03
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 9.511278e-01 2.506266e-01 2.631579e-01
+7.500000e-01 2.500000e-01 2.500000e-01 9.949875e-01 1.817043e-01 1.879699e-01
+1.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 1.190476e-01 1.190476e-01
+1.750000e+00 2.500000e-01 2.500000e-01 8.132832e-01 1.002506e-01 9.398496e-02
+2.250000e+00 2.500000e-01 2.500000e-01 7.380952e-01 8.145363e-02 8.145363e-02
+2.750000e+00 2.500000e-01 2.500000e-01 7.506266e-01 8.145363e-02 8.145363e-02
+3.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 8.771930e-02 8.771930e-02
+3.750000e+00 2.500000e-01 2.500000e-01 1.095238e+00 1.190476e-01 1.127820e-01
+4.250000e+00 2.500000e-01 2.500000e-01 1.508772e+00 1.879699e-01 1.879699e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.765664e+00 3.320802e-01 3.320802e-01
+5.250000e+00 2.500000e-01 2.500000e-01 2.223058e+00 6.892231e-01 6.892231e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y02
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.793716e-02 0.000000e+00 0.000000e+00
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 0.000000e+00 0.000000e+00
+1.250000e+00 2.500000e-01 2.500000e-01 8.990452e-01 0.000000e+00 0.000000e+00
+1.750000e+00 2.500000e-01 2.500000e-01 1.494066e+00 0.000000e+00 0.000000e+00
+2.250000e+00 2.500000e-01 2.500000e-01 2.147498e+00 0.000000e+00 0.000000e+00
+2.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.250000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.750000e+00 2.500000e-01 2.500000e-01 2.243057e+00 0.000000e+00 0.000000e+00
+4.250000e+00 2.500000e-01 2.500000e-01 1.702521e+00 0.000000e+00 0.000000e+00
+4.750000e+00 2.500000e-01 2.500000e-01 7.231755e-01 0.000000e+00 0.000000e+00
+5.250000e+00 2.500000e-01 2.500000e-01 5.462544e-02 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y02
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 9.843526e-01 0.000000e+00 0.000000e+00
+1.310850e+00 1.162410e-01 1.162410e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.565954e+00 1.388630e-01 1.388630e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.870703e+00 1.658865e-01 1.658865e-01 9.689500e-01 0.000000e+00 0.000000e+00
+2.234760e+00 1.981700e-01 1.981700e-01 9.537884e-01 0.000000e+00 0.000000e+00
+2.669665e+00 2.367350e-01 2.367350e-01 8.407319e-01 0.000000e+00 0.000000e+00
+3.189208e+00 2.828065e-01 2.828065e-01 7.648242e-01 0.000000e+00 0.000000e+00
+3.809856e+00 3.378430e-01 3.378430e-01 6.132976e-01 0.000000e+00 0.000000e+00
+4.551290e+00 4.035905e-01 4.035905e-01 5.238152e-01 0.000000e+00 0.000000e+00
+5.437013e+00 4.821335e-01 4.821335e-01 4.473886e-01 0.000000e+00 0.000000e+00
+6.495107e+00 5.759600e-01 5.759600e-01 3.644549e-01 0.000000e+00 0.000000e+00
+7.759116e+00 6.880480e-01 6.880480e-01 2.922493e-01 0.000000e+00 0.000000e+00
+9.269112e+00 8.219480e-01 8.219480e-01 2.418587e-01 0.000000e+00 0.000000e+00
+1.107298e+01 9.819200e-01 9.819200e-01 1.764312e-01 0.000000e+00 0.000000e+00
+1.322790e+01 1.173000e+00 1.173000e+00 1.370839e-01 0.000000e+00 0.000000e+00
+1.580216e+01 1.401255e+00 1.401255e+00 1.015896e-01 0.000000e+00 0.000000e+00
+1.887738e+01 1.673970e+00 1.673970e+00 6.957701e-02 0.000000e+00 0.000000e+00
+2.255110e+01 1.999745e+00 1.999745e+00 4.917913e-02 0.000000e+00 0.000000e+00
+2.693975e+01 2.388910e+00 2.388910e+00 3.368195e-02 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.306820e-02 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 1.287031e-02 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 6.532336e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y03
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 1.050239e+00 5.598086e-01 5.645933e-01
+1.310850e+00 1.162410e-01 1.162410e-01 6.339713e-01 4.354067e-01 4.354067e-01
+1.565954e+00 1.388630e-01 1.388630e-01 6.818182e-01 3.636364e-01 3.684211e-01
+1.870703e+00 1.658865e-01 1.658865e-01 4.043062e-01 2.918660e-01 2.918660e-01
+2.234760e+00 1.981700e-01 1.981700e-01 2.224880e-01 2.344498e-01 2.392344e-01
+2.669665e+00 2.367350e-01 2.367350e-01 5.502392e-02 1.818182e-01 1.866029e-01
+3.189208e+00 2.828065e-01 2.828065e-01 -5.502392e-02 1.387560e-01 1.435407e-01
+3.809856e+00 3.378430e-01 3.378430e-01 -6.937799e-02 1.052632e-01 1.004785e-01
+4.551290e+00 4.035905e-01 4.035905e-01 -9.808612e-02 7.177033e-02 7.177033e-02
+5.437013e+00 4.821335e-01 4.821335e-01 -1.028708e-01 5.263158e-02 5.263158e-02
+6.495107e+00 5.759600e-01 5.759600e-01 -8.851675e-02 3.827751e-02 3.349282e-02
+7.759116e+00 6.880480e-01 6.880480e-01 -8.373206e-02 2.870813e-02 2.392344e-02
+9.269112e+00 8.219480e-01 8.219480e-01 -6.937799e-02 1.435407e-02 2.392344e-02
+1.107298e+01 9.819200e-01 9.819200e-01 -4.066986e-02 1.913876e-02 1.435407e-02
+1.322790e+01 1.173000e+00 1.173000e+00 -3.588517e-02 1.435407e-02 1.435407e-02
+1.580216e+01 1.401255e+00 1.401255e+00 -2.631579e-02 9.569378e-03 1.435407e-02
+1.887738e+01 1.673970e+00 1.673970e+00 -7.177033e-03 1.435407e-02 4.784689e-03
+2.255110e+01 1.999745e+00 1.999745e+00 -7.177033e-03 9.569378e-03 4.784689e-03
+2.693975e+01 2.388910e+00 2.388910e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.392344e-03 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 2.392344e-03 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y01
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 2.033383e+00 4.782024e-01 4.627072e-01
+1.310850e+00 1.162410e-01 1.162410e-01 1.656449e+00 3.489591e-01 3.451167e-01
+1.565954e+00 1.388630e-01 1.388630e-01 1.709530e+00 2.947629e-01 3.238530e-01
+1.870703e+00 1.658865e-01 1.658865e-01 1.370839e+00 2.541162e-01 2.341778e-01
+2.234760e+00 1.981700e-01 1.981700e-01 1.189440e+00 2.204898e-01 1.813987e-01
+2.669665e+00 2.367350e-01 2.367350e-01 8.954777e-01 1.774117e-01 1.696391e-01
+3.189208e+00 2.828065e-01 2.828065e-01 7.068302e-01 1.400369e-01 1.339018e-01
+3.809856e+00 3.378430e-01 3.378430e-01 5.491943e-01 1.088062e-01 1.040393e-01
+4.551290e+00 4.035905e-01 4.035905e-01 4.267141e-01 8.454043e-02 8.890473e-02
+5.437013e+00 4.821335e-01 4.821335e-01 3.421737e-01 6.779131e-02 5.845289e-02
+6.495107e+00 5.759600e-01 5.759600e-01 2.700890e-01 4.656965e-02 4.613880e-02
+7.759116e+00 6.880480e-01 6.880480e-01 2.065706e-01 3.561760e-02 3.528807e-02
+9.269112e+00 8.219480e-01 8.219480e-01 1.709530e-01 2.947629e-02 2.607165e-02
+1.107298e+01 9.819200e-01 9.819200e-01 1.328274e-01 2.115517e-02 2.269066e-02
+1.322790e+01 1.173000e+00 1.173000e+00 1.015896e-01 1.883195e-02 1.924512e-02
+1.580216e+01 1.401255e+00 1.401255e+00 7.648242e-02 1.611232e-02 1.593491e-02
+1.887738e+01 1.673970e+00 1.673970e+00 5.667932e-02 1.332960e-02 1.073732e-02
+2.255110e+01 1.999745e+00 1.999745e+00 4.006265e-02 1.083773e-02 1.149923e-02
+2.693975e+01 2.388910e+00 2.388910e+00 2.831749e-02 8.615028e-03 9.295896e-03
+3.218248e+01 2.853820e+00 2.853820e+00 1.909070e-02 6.620015e-03 6.266981e-03
+3.844549e+01 3.409190e+00 3.409190e+00 1.170828e-02 4.750580e-03 4.856209e-03
+4.592735e+01 4.072655e+00 4.072655e+00 6.636175e-03 2.933691e-03 3.207351e-03
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d02-x01-y01
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.375449e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.643001e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.278651e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.612714e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.858084e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.979320e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_4MOMSUB/d02-x01-y02
+Path=/REF/CMS_2013_I1256590_4MOMSUB/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.357711e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.678478e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.366820e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.700882e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.892897e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.978656e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
Index: trunk/code/ATLAS_CONF_2011_075.cc
===================================================================
--- trunk/code/ATLAS_CONF_2011_075.cc (revision 451)
+++ trunk/code/ATLAS_CONF_2011_075.cc (revision 452)
@@ -1,345 +1,343 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief ATLAS jet yields and fragmentation functions in Pb+Pb at 2.76 ATeV
class ATLAS_CONF_2011_075 : public Analysis {
public:
/// Constructor
ATLAS_CONF_2011_075()
: Analysis("ATLAS_CONF_2011_075"),
_sumWeightSelected02(0.0),_sumWeightSelected02_1(0.0),_sumWeightSelected02_2(0.0),_sumWeightSelected02_3(0.0),
_sumWeightSelected04(0.0),_sumWeightSelected04_1(0.0),_sumWeightSelected04_2(0.0),_sumWeightSelected04_3(0.0),
_sumWeightSelected02_h(0.0),_sumjets02(0.0),_sumjets04(0.0),_sumEvents02(0.0),_sumEvents04(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 2.*GeV);
addProjection(cfs, "CFS");
FastJets fj02(fs, FastJets::ANTIKT, 0.2);
FastJets fj04(fs, FastJets::ANTIKT, 0.4);
fj02.useInvisibles();
fj04.useInvisibles();
addProjection(fj02, "Jets02");
addProjection(fj04, "Jets04");
- _h_jetet04_p = bookHistogram1D(1, 1, 1);
- _h_jetet04_c = bookHistogram1D(2, 1, 1);
- _h_jetet02_p = bookHistogram1D(3, 1, 1);
- _h_jetet02_c = bookHistogram1D(4, 1, 1);
- _h_jt04_p = bookHistogram1D(5, 1, 1);
- _h_jt04_c = bookHistogram1D(6, 1, 1);
- _h_jt02_p = bookHistogram1D(7, 1, 1);
- _h_jt02_c = bookHistogram1D(8, 1, 1);
- _h_z04_p = bookHistogram1D(9, 1, 1);
- _h_z04_c = bookHistogram1D(10, 1, 1);
- _h_pt04_p = bookHistogram1D(11, 1, 1);
- _h_pt04_c = bookHistogram1D(12, 1, 1);
- _h_z02_p = bookHistogram1D(13, 1, 1);
- _h_z02_c = bookHistogram1D(14, 1, 1);
- _h_pt02_p = bookHistogram1D(15, 1, 1);
- _h_pt02_c = bookHistogram1D(16, 1, 1);
- _h_aj04_1_p = bookHistogram1D(20, 1, 1);
- _h_aj04_2_p = bookHistogram1D(21, 1, 1);
- _h_aj04_3_p = bookHistogram1D(22, 1, 1);
- _h_aj04_1_c = bookHistogram1D(23, 1, 1);
- _h_aj04_2_c = bookHistogram1D(24, 1, 1);
- _h_aj04_3_c = bookHistogram1D(25, 1, 1);
- _h_aj02_1_p = bookHistogram1D(26, 1, 1);
- _h_aj02_2_p = bookHistogram1D(27, 1, 1);
- _h_aj02_3_p = bookHistogram1D(28, 1, 1);
- _h_aj02_1_c = bookHistogram1D(29, 1, 1);
- _h_aj02_2_c = bookHistogram1D(30, 1, 1);
- _h_aj02_3_c = bookHistogram1D(31, 1, 1);
- _h_aj04_0_c = bookHistogram1D(32, 1, 1);
- _h_aj04_0_p = bookHistogram1D(33, 1, 1);
- _h_aj02_0_c = bookHistogram1D(34, 1, 1);
- _h_aj02_0_p = bookHistogram1D(35, 1, 1);
- _h_dphi04_c = bookHistogram1D(36, 1, 1);
- _h_dphi04_p = bookHistogram1D(37, 1, 1);
- _h_dphi02_c = bookHistogram1D(38, 1, 1);
- _h_dphi02_p = bookHistogram1D(39, 1, 1);
+ _h_jetet04_p = bookHisto1D(1, 1, 1);
+ _h_jetet04_c = bookHisto1D(2, 1, 1);
+ _h_jetet02_p = bookHisto1D(3, 1, 1);
+ _h_jetet02_c = bookHisto1D(4, 1, 1);
+ _h_jt04_p = bookHisto1D(5, 1, 1);
+ _h_jt04_c = bookHisto1D(6, 1, 1);
+ _h_jt02_p = bookHisto1D(7, 1, 1);
+ _h_jt02_c = bookHisto1D(8, 1, 1);
+ _h_z04_p = bookHisto1D(9, 1, 1);
+ _h_z04_c = bookHisto1D(10, 1, 1);
+ _h_pt04_p = bookHisto1D(11, 1, 1);
+ _h_pt04_c = bookHisto1D(12, 1, 1);
+ _h_z02_p = bookHisto1D(13, 1, 1);
+ _h_z02_c = bookHisto1D(14, 1, 1);
+ _h_pt02_p = bookHisto1D(15, 1, 1);
+ _h_pt02_c = bookHisto1D(16, 1, 1);
+ _h_aj04_1_p = bookHisto1D(20, 1, 1);
+ _h_aj04_2_p = bookHisto1D(21, 1, 1);
+ _h_aj04_3_p = bookHisto1D(22, 1, 1);
+ _h_aj04_1_c = bookHisto1D(23, 1, 1);
+ _h_aj04_2_c = bookHisto1D(24, 1, 1);
+ _h_aj04_3_c = bookHisto1D(25, 1, 1);
+ _h_aj02_1_p = bookHisto1D(26, 1, 1);
+ _h_aj02_2_p = bookHisto1D(27, 1, 1);
+ _h_aj02_3_p = bookHisto1D(28, 1, 1);
+ _h_aj02_1_c = bookHisto1D(29, 1, 1);
+ _h_aj02_2_c = bookHisto1D(30, 1, 1);
+ _h_aj02_3_c = bookHisto1D(31, 1, 1);
+ _h_aj04_0_c = bookHisto1D(32, 1, 1);
+ _h_aj04_0_p = bookHisto1D(33, 1, 1);
+ _h_aj02_0_c = bookHisto1D(34, 1, 1);
+ _h_aj02_0_p = bookHisto1D(35, 1, 1);
+ _h_dphi04_c = bookHisto1D(36, 1, 1);
+ _h_dphi04_p = bookHisto1D(37, 1, 1);
+ _h_dphi02_c = bookHisto1D(38, 1, 1);
+ _h_dphi02_p = bookHisto1D(39, 1, 1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
// const double cent = event.Impact_Parameter();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
// const double cent = -1.;
const Jets jets02 = applyProjection<FastJets>(event, "Jets02").jetsByEt();
const Jets jets04 = applyProjection<FastJets>(event, "Jets04").jetsByEt();
const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
if (jets02[0].momentum().Et() > 50.*GeV
&& fabs(jets02[0].momentum().eta()) < 2.8) _sumEvents02+=weight;
foreach (Jet jet, jets02){
if (jet.momentum().Et() > 50.*GeV
&& fabs(jet.momentum().eta()) < 2.8){
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_jetet02_p->fill(jet.momentum().Et(),weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_jetet02_c->fill(jet.momentum().Et(),weight);
if (jet.momentum().Et() > 75.*GeV && jet.momentum().Et() < 100.*GeV
&& fabs(jet.momentum().eta()) < 2.1) {
_sumjets02 += event.weight();
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,jet));
if (dR < 0.4){
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().Et());
double jt(pt*sin(dR));
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_jt02_p->fill(jt,weight/jt);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_jt02_c->fill(jt,weight/jt);
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_pt02_p->fill(pt,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_pt02_c->fill(pt,weight);
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_z02_p->fill(z,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_z02_c->fill(z,weight);
}
}
}
}
}
if (jets04[0].momentum().Et() > 100.*GeV
&& fabs(jets04[0].momentum().eta()) < 2.8) _sumEvents04+=weight;
foreach (Jet jet, jets04){
if (jet.momentum().Et() > 100.*GeV
&& fabs(jet.momentum().eta()) < 2.8){
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_jetet04_p->fill(jet.momentum().Et(),weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_jetet04_c->fill(jet.momentum().Et(),weight);
if(fabs(jet.momentum().eta()) < 2.1){
_sumjets04 += event.weight();
double dRmin(10.),dR;
FourMomentum newaxis;
foreach (Jet jet02, jets02){
dR=deltaR(jet,jet02);
if (jet.momentum().Et() > 25.*GeV
&& fabs(jet.momentum().eta()) < 2.1
&& dR < dRmin){
dRmin=dR;
newaxis=jet02.momentum();
}
}
foreach (Particle track, tracks.particles()){
dR=deltaR(track,newaxis);
if (dR < 0.4) {
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().Et());
double jt(pt*sin(dR));
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_jt04_p->fill(jt,weight/jt);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_jt04_c->fill(jt,weight/jt);
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_pt04_p->fill(pt,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_pt04_c->fill(pt,weight);
if (cent<0. || (cent>=0.4 && cent<0.8)) _h_z04_p->fill(z,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_z04_c->fill(z,weight);
}
}
}
}
}
Jets jets;
foreach (Jet jet, jets02) {
if (fabs(jet.momentum().eta())<2.8 && jet.momentum().Et()>25.)
jets.push_back(jet);
}
if (jets.size() > 1 && jets[0].momentum().Et() > 75.) {
Jets partners;
foreach (Jet jet, jets) {
double angle = fabs(jet.momentum().azimuthalAngle() - jets[0].momentum().azimuthalAngle());
if (angle > M_PI) angle = 2.*M_PI-angle;
if (angle > M_PI/2.) partners.push_back(jet);
}
if (partners.size() > 0) {
Jet partner = partners[0];
const double et1 = jets[0].momentum().Et();
const double et2 = partner.momentum().Et();
const double aj = (et1-et2)/(et1+et2);
double deltaphi = fabs(partner.momentum().azimuthalAngle() - jets[0].momentum().azimuthalAngle());
if (deltaphi > M_PI) deltaphi = 2.*M_PI-deltaphi;
if (jets[0].momentum().Et() > 100.) {
_sumWeightSelected02_h += event.weight();
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_dphi02_c->fill(deltaphi,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_dphi02_p->fill(deltaphi,weight);
}
_sumWeightSelected02 += event.weight();
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj02_0_c->fill(aj,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj02_0_p->fill(aj,weight);
if(et1 < 100.*GeV) {
_sumWeightSelected02_1 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj02_1_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj02_1_c->fill(aj,weight);
}
else if(et1 < 125.*GeV) {
_sumWeightSelected02_2 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj02_2_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj02_2_c->fill(aj,weight);
}
else if(et1 < 150.*GeV) {
_sumWeightSelected02_3 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj02_3_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj02_3_c->fill(aj,weight);
}
}
}
jets.clear();
foreach (Jet jet, jets04) {
if (fabs(jet.momentum().eta())<2.8 && jet.momentum().Et()>25.)
jets.push_back(jet);
}
if (jets.size() > 1 && jets[0].momentum().Et() > 100.) {
Jets partners;
foreach (Jet jet, jets) {
double angle = fabs(jet.momentum().azimuthalAngle() - jets[0].momentum().azimuthalAngle());
if (angle > M_PI) angle = 2.*M_PI-angle;
if (angle > M_PI/2.) partners.push_back(jet);
}
if (partners.size() > 0) {
Jet partner = partners[0];
const double et1 = jets[0].momentum().Et();
const double et2 = partner.momentum().Et();
const double aj = (et1-et2)/(et1+et2);
double deltaphi = fabs(partner.momentum().azimuthalAngle() - jets[0].momentum().azimuthalAngle());
if (deltaphi > M_PI) deltaphi = 2.*M_PI-deltaphi;
_sumWeightSelected04 += event.weight();
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_dphi04_c->fill(deltaphi,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_dphi04_p->fill(deltaphi,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj04_0_c->fill(aj,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj04_0_p->fill(aj,weight);
if(et1 < 125.*GeV) {
_sumWeightSelected04_1 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj04_1_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj04_1_c->fill(aj,weight);
}
else if(et1 < 150.*GeV) {
_sumWeightSelected04_2 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj04_2_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj04_2_c->fill(aj,weight);
}
else if(et1 < 200.*GeV) {
_sumWeightSelected04_3 += weight;
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_aj04_3_p->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_aj04_3_c->fill(aj,weight);
}
}
}
}
/// Finalize
void finalize() {
/* scale(_h_jetet02_p,1./_sumEvents02);
scale(_h_jetet02_c,1./_sumEvents02);
scale(_h_jetet04_p,1./_sumEvents04);
scale(_h_jetet04_c,1./_sumEvents04);*/
scale(_h_jetet02_p,crossSection()/sumOfWeights());
scale(_h_jetet02_c,crossSection()/sumOfWeights());
scale(_h_jetet04_p,crossSection()/sumOfWeights());
scale(_h_jetet04_c,crossSection()/sumOfWeights());
scale(_h_jt02_p,1./_sumjets02);
scale(_h_jt02_c,1./_sumjets02);
scale(_h_jt04_p,1./_sumjets04);
scale(_h_jt04_c,1./_sumjets04);
scale(_h_pt02_p,1./_sumjets02);
scale(_h_pt02_c,1./_sumjets02);
scale(_h_pt04_p,1./_sumjets04);
scale(_h_pt04_c,1./_sumjets04);
scale(_h_z02_p,1./_sumjets02);
scale(_h_z02_c,1./_sumjets02);
scale(_h_z04_p,1./_sumjets04);
scale(_h_z04_c,1./_sumjets04);
scale(_h_aj02_1_p,1./_sumWeightSelected02_1);
scale(_h_aj02_1_c,1./_sumWeightSelected02_1);
scale(_h_aj04_1_p,1./_sumWeightSelected04_1);
scale(_h_aj04_1_c,1./_sumWeightSelected04_1);
scale(_h_aj02_2_p,1./_sumWeightSelected02_2);
scale(_h_aj02_2_c,1./_sumWeightSelected02_2);
scale(_h_aj04_2_p,1./_sumWeightSelected04_2);
scale(_h_aj04_2_c,1./_sumWeightSelected04_2);
scale(_h_aj02_3_p,1./_sumWeightSelected02_3);
scale(_h_aj02_3_c,1./_sumWeightSelected02_3);
scale(_h_aj04_3_p,1./_sumWeightSelected04_3);
scale(_h_aj04_3_c,1./_sumWeightSelected04_3);
scale(_h_aj02_0_c,1./_sumWeightSelected02);
scale(_h_aj02_0_p,1./_sumWeightSelected02);
scale(_h_aj04_0_c,1./_sumWeightSelected04);
scale(_h_aj04_0_p,1./_sumWeightSelected04);
scale(_h_dphi02_c,1./_sumWeightSelected02_h);
scale(_h_dphi02_p,1./_sumWeightSelected02_h);
scale(_h_dphi04_c,1./_sumWeightSelected04);
scale(_h_dphi04_p,1./_sumWeightSelected04);
}
private:
double _sumWeightSelected02,_sumWeightSelected02_1,_sumWeightSelected02_2,_sumWeightSelected02_3;
double _sumWeightSelected04,_sumWeightSelected04_1,_sumWeightSelected04_2,_sumWeightSelected04_3;
double _sumWeightSelected02_h;
double _sumjets02,_sumjets04;
double _sumEvents02, _sumEvents04;
- AIDA::IHistogram1D * _h_jetet02_p;
- AIDA::IHistogram1D * _h_jetet02_c;
- AIDA::IHistogram1D * _h_jetet04_p;
- AIDA::IHistogram1D * _h_jetet04_c;
- AIDA::IHistogram1D * _h_jt02_p;
- AIDA::IHistogram1D * _h_jt02_c;
- AIDA::IHistogram1D * _h_jt04_p;
- AIDA::IHistogram1D * _h_jt04_c;
- AIDA::IHistogram1D * _h_pt02_p;
- AIDA::IHistogram1D * _h_pt02_c;
- AIDA::IHistogram1D * _h_pt04_p;
- AIDA::IHistogram1D * _h_pt04_c;
- AIDA::IHistogram1D * _h_z02_p;
- AIDA::IHistogram1D * _h_z02_c;
- AIDA::IHistogram1D * _h_z04_p;
- AIDA::IHistogram1D * _h_z04_c;
- AIDA::IHistogram1D * _h_aj02_1_p;
- AIDA::IHistogram1D * _h_aj02_1_c;
- AIDA::IHistogram1D * _h_aj04_1_p;
- AIDA::IHistogram1D * _h_aj04_1_c;
- AIDA::IHistogram1D * _h_aj02_2_p;
- AIDA::IHistogram1D * _h_aj02_2_c;
- AIDA::IHistogram1D * _h_aj04_2_p;
- AIDA::IHistogram1D * _h_aj04_2_c;
- AIDA::IHistogram1D * _h_aj02_3_p;
- AIDA::IHistogram1D * _h_aj02_3_c;
- AIDA::IHistogram1D * _h_aj04_3_p;
- AIDA::IHistogram1D * _h_aj04_3_c;
- AIDA::IHistogram1D * _h_aj02_0_c;
- AIDA::IHistogram1D * _h_aj02_0_p;
- AIDA::IHistogram1D * _h_aj04_0_c;
- AIDA::IHistogram1D * _h_aj04_0_p;
- AIDA::IHistogram1D * _h_dphi02_c;
- AIDA::IHistogram1D * _h_dphi02_p;
- AIDA::IHistogram1D * _h_dphi04_c;
- AIDA::IHistogram1D * _h_dphi04_p;
+ Histo1DPtr _h_jetet02_p;
+ Histo1DPtr _h_jetet02_c;
+ Histo1DPtr _h_jetet04_p;
+ Histo1DPtr _h_jetet04_c;
+ Histo1DPtr _h_jt02_p;
+ Histo1DPtr _h_jt02_c;
+ Histo1DPtr _h_jt04_p;
+ Histo1DPtr _h_jt04_c;
+ Histo1DPtr _h_pt02_p;
+ Histo1DPtr _h_pt02_c;
+ Histo1DPtr _h_pt04_p;
+ Histo1DPtr _h_pt04_c;
+ Histo1DPtr _h_z02_p;
+ Histo1DPtr _h_z02_c;
+ Histo1DPtr _h_z04_p;
+ Histo1DPtr _h_z04_c;
+ Histo1DPtr _h_aj02_1_p;
+ Histo1DPtr _h_aj02_1_c;
+ Histo1DPtr _h_aj04_1_p;
+ Histo1DPtr _h_aj04_1_c;
+ Histo1DPtr _h_aj02_2_p;
+ Histo1DPtr _h_aj02_2_c;
+ Histo1DPtr _h_aj04_2_p;
+ Histo1DPtr _h_aj04_2_c;
+ Histo1DPtr _h_aj02_3_p;
+ Histo1DPtr _h_aj02_3_c;
+ Histo1DPtr _h_aj04_3_p;
+ Histo1DPtr _h_aj04_3_c;
+ Histo1DPtr _h_aj02_0_c;
+ Histo1DPtr _h_aj02_0_p;
+ Histo1DPtr _h_aj04_0_c;
+ Histo1DPtr _h_aj04_0_p;
+ Histo1DPtr _h_dphi02_c;
+ Histo1DPtr _h_dphi02_p;
+ Histo1DPtr _h_dphi04_c;
+ Histo1DPtr _h_dphi04_p;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ATLAS_CONF_2011_075> plugin_ATLAS_CONF_2011_075;
}
Index: trunk/code/ATLAS_2012_S1126965.cc
===================================================================
--- trunk/code/ATLAS_2012_S1126965.cc (revision 451)
+++ trunk/code/ATLAS_2012_S1126965.cc (revision 452)
@@ -1,107 +1,105 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief ATLAS jet yields and fragmentation functions in Pb+Pb at 2.76 ATeV
class ATLAS_2012_S1126965 : public Analysis {
public:
/// Constructor
ATLAS_2012_S1126965()
: Analysis("ATLAS_2012_S1126965")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
_centedges += 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.8;
_jetparams += 0.2, 0.3, 0.4, 0.5;
_ncentbins = _centedges.size()-1;
_njetbins = _jetparams.size();
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "Jets" << j;
const string pname = ss.str();
_names[j] = pname;
FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
fj.useInvisibles();
addProjection(fj, pname);
}
for (size_t i = 0; i < _ncentbins; ++i) {
_sumwtcentbins[i] = 0.;
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "jetpt" << _jetparams[j] << "_" << i;
const string pname = ss.str();
if (i == _ncentbins-1)
- _histos[i][j] = bookHistogram1D(pname,binEdges(2, 1, j+1));
+ _histos[i][j] = bookHisto1D(pname,refData(2, 1, j+1));
else
- _histos[i][j] = bookHistogram1D(pname,binEdges(i+2, 1, j+1));
+ _histos[i][j] = bookHisto1D(pname,refData(i+2, 1, j+1));
}
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
for (size_t j = 0; j < _njetbins; ++j) {
const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByPt();
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_sumwtcentbins[i] += weight;
foreach (Jet jet, jets){
if (fabs(jet.momentum().eta()) < 2.1)
_histos[i][j]->fill(jet.momentum().pT(),weight);
}
}
}
}
}
/// Finalize
void finalize() {
for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t j = 0; j < _njetbins; ++j) {
scale(_histos[i][j],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
}
}
}
private:
vector<double> _jetparams;
vector<double> _centedges;
double _sumwtcentbins[7];
size_t _ncentbins, _njetbins;
string _names[4];
- AIDA::IHistogram1D *_histos[7][4];
+ Histo1DPtr _histos[7][4];
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ATLAS_2012_S1126965> plugin_ATLAS_2012_S1126965;
}
Index: trunk/code/CMS_2016_I1496050.cc
===================================================================
--- trunk/code/CMS_2016_I1496050.cc (revision 451)
+++ trunk/code/CMS_2016_I1496050.cc (revision 452)
@@ -1,99 +1,98 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class CMS_2016_I1496050 : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
CMS_2016_I1496050()
: Analysis("CMS_2016_I1496050")
{ }
//@}
public:
void init() {
_centedges += 0.0, 0.05, 0.1, 0.3, 0.5, 0.7, 0.9;
_ncentbins = 6;
vector<double> ptbins;
ptbins += 12.0, 14.4,19.2, 24.0, 28.8, 35.2, 41.6, 48.0, 60.8,73.6,86.4,103.6,120.8,140,165,250,400;
ChargedFinalState cfs(-1., 1., 0.7*GeV);
addProjection(cfs, "CFS");
for (size_t i = 0; i < _ncentbins; ++i) {
_sumwtcentbins[i] = 0.;
stringstream ss; ss << "chpart_pt" << "_" << i;
- _h_pT[i] = bookHistogram1D(ss.str(), ptbins);
+ _h_pT[i] = bookHisto1D(ss.str(), ptbins);
}
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_sumwtcentbins[i] += weight;
}
}
const ChargedFinalState& cfs = applyProjection<ChargedFinalState>(event, "CFS");
foreach (const Particle& p, cfs.particles()) {
const double pT = p.momentum().pT() / GeV;
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_h_pT[i]->fill(pT, weight/pT);
}
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
for (size_t i = 0; i < _ncentbins; ++i) {
// factor 2.5 to convert from mb to GeV^-2
scale(_h_pT[i],(_sumwtcentbins[i]==0.?0.:crossSection()*2.5/(millibarn*2.*M_PI*2*_sumwtcentbins[i])));
}
}
private:
// Data members like post-cuts event weight counters go here
vector<double> _centedges;
double _ncentbins;
double _sumwtcentbins[6];
private:
- AIDA::IHistogram1D * _h_pT[6];
+ Histo1DPtr _h_pT[6];
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(CMS_2016_I1496050);
}
Index: trunk/code/ALICE_GIRTH.info
===================================================================
--- trunk/code/ALICE_GIRTH.info (revision 0)
+++ trunk/code/ALICE_GIRTH.info (revision 452)
@@ -0,0 +1,34 @@
+Name: ALICE_GIRTH
+Year: <Insert year of publication>
+Summary: <Insert short ALICE_GIRTH description>
+Experiment: <Insert the experiment name>
+Collider: <Insert the collider name>
+SpiresID: <Insert the Inspire ID>
+Status: UNVALIDATED
+Authors:
+ - Your Name <your@email.address>
+#References:
+# - <Example: Phys.Lett.B639:151-158,2006, Erratum-ibid.B658:285-289,2008>
+# - <Example: doi:10.1016/j.physletb.2006.04.048>
+# - <Example: arXiv:hep-ex/0511054 (plus erratum)>
+RunInfo:
+ <Insert event types (not gen-specific), energy, any kinematic
+ efficiency cut(s) that may be needed; essentially any details needed to set
+ up a generator to reproduce the data.>
+NumEvents: 1000000
+NeedCrossSection: no
+#Beams: <Insert beam pair(s), e.g. [p-, p+] or [[p-, e-], [p-, e+]]>
+#Energies: <Insert list of run energies or beam energy pairs in GeV,
+# e.g. [1960] or [[8.0, 3.5]] or [630, 1800]. Order pairs to match "Beams">
+#PtCuts: <Insert list of kinematic pT cuts in GeV, e.g. [0, 20]>
+#NeedCrossSection: True
+Description:
+ '<Insert a fairly long description, including what is measured
+ and if possible what it is useful for in terms of MC validation
+ and tuning. Use LaTeX for maths like $\pT > 50\;\GeV$.
+ Use single quotes around the block if required (see http://www.yaml.org)>'
+BibKey:
+BibTeX: ''
+ToDo:
+ - Implement the analysis, test it, remove this ToDo, and mark as VALIDATED :-)
+
Index: trunk/code/ALICE_GIRTH.yoda
===================================================================
--- trunk/code/ALICE_GIRTH.yoda (revision 0)
+++ trunk/code/ALICE_GIRTH.yoda (revision 452)
@@ -0,0 +1,15 @@
+BEGIN YODA_SCATTER2D /REF/ALICE_GIRTH/d01-x01-y01
+Path=/REF/ALICE_GIRTH/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.000000e-02 1.000000e-02 1.000000e-02 6.029440e+00 1.576580e+00 1.576580e+00
+2.500000e-02 5.000000e-03 5.000000e-03 1.667840e+01 1.576600e+00 1.576600e+00
+3.500000e-02 5.000000e-03 5.000000e-03 1.820320e+01 1.632900e+00 1.632900e+00
+4.500000e-02 5.000000e-03 5.000000e-03 1.736340e+01 1.632900e+00 1.632900e+00
+5.500000e-02 5.000000e-03 5.000000e-03 1.449650e+01 9.572000e-01 9.572000e-01
+6.500000e-02 5.000000e-03 5.000000e-03 1.101010e+01 1.745500e+00 1.745500e+00
+7.500000e-02 5.000000e-03 5.000000e-03 5.778360e+00 9.572100e-01 9.572100e-01
+1.000000e-01 2.000000e-02 2.000000e-02 1.172950e+00 4.504500e-01 4.504500e-01
+END YODA_SCATTER2D
+
Index: trunk/code/ATLAS_2011_S8888116.cc
===================================================================
--- trunk/code/ATLAS_2011_S8888116.cc (revision 451)
+++ trunk/code/ATLAS_2011_S8888116.cc (revision 452)
@@ -1,120 +1,118 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief ATLAS dijet asymmetry in PbPb at 2.76 TeV and pp at 7 TeV
class ATLAS_2011_S8888116 : public Analysis {
public:
/// Constructor
ATLAS_2011_S8888116()
: Analysis("ATLAS_2011_S8888116"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
}
/// Book projections and histograms
void init() {
VisibleFinalState vfs(-5.0, 5.0, 0.*GeV);
addProjection(vfs, "VFS");
addProjection(FastJets(vfs, FastJets::ANTIKT, 0.4), "Jets");
if (fuzzyEquals(sqrtS()/GeV, 7000., 1E-3)) {
- _h_aj = bookHistogram1D(2, 1, 1);
- _h_dphi = bookHistogram1D(4, 1, 1);
+ _h_aj = bookHisto1D(2, 1, 1);
+ _h_dphi = bookHisto1D(4, 1, 1);
} else if (fuzzyEquals(sqrtS()/GeV, 2760., 1E-3)) {
- _h_aj = bookHistogram1D(1, 1, 1);
- _h_dphi = bookHistogram1D(3, 1, 1);
+ _h_aj = bookHisto1D(1, 1, 1);
+ _h_dphi = bookHisto1D(3, 1, 1);
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double centrality = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double centrality = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
// const double sigma = 15.;
// std::cout<<std::endl<<"new event "<<std::endl;
const FastJets& fastjets = applyProjection<FastJets>(event, "Jets");
/* std::list<Jet> jetlist;
foreach (Jet jet , fastjets.jets()){
// std::cout<<"Et before: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fluc(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma,-jet.totalEnergy()));
const FourMomentum mom(fluc,0,0,0);
jet.addParticle(mom);
jetlist.push_back(jet);
// std::cout<<"Et after: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
}
// std::cout<<std::endl<<jetlist.front().EtSum()<<std::endl;
jetlist.sort(cmpJetsByEt);
// std::cout<<jetlist.front().EtSum()<<std::endl<<std::endl;*/
const Jets alljets = fastjets.jetsByEt();
Jets jets;
foreach (Jet jet, alljets) {
// foreach (Jet jet, jetlist) {
// std::cout<<"Et final: "<<jet.EtSum()<<" , "<<jet.momentum().Et()<<std::endl;
if (fabs(jet.momentum().eta())<2.8 && jet.momentum().Et()>25.)
jets.push_back(jet);
}
if (jets.size() < 2 || jets[0].momentum().Et() < 100.) vetoEvent;
Jets partners;
foreach (Jet jet, jets) {
double angle = deltaPhi(jet,jets[0]);
if (angle > M_PI/2.) {
partners.push_back(jet);
}
}
if (partners.size() < 1) vetoEvent;
Jet partner = partners[0];
const double et1 = jets[0].momentum().Et();
const double et2 = partner.momentum().Et();
const double aj = (et1-et2)/(et1+et2);
double deltaphi = fabs(partner.momentum().azimuthalAngle() - jets[0].momentum().azimuthalAngle());
if (deltaphi > M_PI) deltaphi = 2.*M_PI-deltaphi;
_sumWeightSelected += event.weight();
if (centrality<0. || (centrality>=0.0 && centrality<0.1)) _h_aj->fill(aj,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.1)) _h_dphi->fill(deltaphi,weight);
}
/// Finalize
void finalize() {
if (_sumWeightSelected==0.) _sumWeightSelected=1.;
scale(_h_aj,1./_sumWeightSelected);
scale(_h_dphi,1./_sumWeightSelected);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_aj;
- AIDA::IHistogram1D * _h_dphi;
+ Histo1DPtr _h_aj;
+ Histo1DPtr _h_dphi;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ATLAS_2011_S8888116> plugin_ATLAS_2011_S8888116;
}
Index: trunk/code/CMS_2014_I1299142.info
===================================================================
--- trunk/code/CMS_2014_I1299142.info (revision 0)
+++ trunk/code/CMS_2014_I1299142.info (revision 452)
@@ -0,0 +1,50 @@
+Name: CMS_2014_I1299142
+Year: 2014
+Summary: <Insert short CMS_2014_I1299142 description>
+Experiment: CMS
+Collider: LHC
+InspireID: 1299142
+Status: UNVALIDATED
+Authors:
+ - Your Name <your@email.address>
+#References:
+# - <Example: Phys.Lett.B639:151-158,2006, Erratum-ibid.B658:285-289,2008>
+# - <Example: doi:10.1016/j.physletb.2006.04.048>
+# - <Example: arXiv:hep-ex/0511054 (plus erratum)>
+RunInfo:
+ <Insert event types (not gen-specific), energy, any kinematic
+ efficiency cut(s) that may be needed; essentially any details needed to set
+ up a generator to reproduce the data.>
+NumEvents: 1000000
+NeedCrossSection: no
+#Beams: <Insert beam pair(s), e.g. [p-, p+] or [[p-, e-], [p-, e+]]>
+#Energies: <Insert list of run energies or beam energy pairs in GeV,
+# e.g. [1960] or [[8.0, 3.5]] or [630, 1800]. Order pairs to match "Beams">
+#PtCuts: <Insert list of kinematic pT cuts in GeV, e.g. [0, 20]>
+#NeedCrossSection: True
+Description:
+ '<Insert a fairly long description, including what is measured
+ and if possible what it is useful for in terms of MC validation
+ and tuning. Use LaTeX for maths like $\pT > 50\;\GeV$.
+ Use single quotes around the block if required (see http://www.yaml.org)>'
+BibKey: Chatrchyan:2014ava
+BibTeX: '@article{Chatrchyan:2014ava,
+ author = "Chatrchyan, Serguei and others",
+ title = "{Measurement of jet fragmentation in PbPb and pp
+ collisions at $\sqrt{s_{NN}}=2.76$ TeV}",
+ collaboration = "CMS",
+ journal = "Phys. Rev.",
+ volume = "C90",
+ year = "2014",
+ number = "2",
+ pages = "024908",
+ doi = "10.1103/PhysRevC.90.024908",
+ eprint = "1406.0932",
+ archivePrefix = "arXiv",
+ primaryClass = "nucl-ex",
+ reportNumber = "CMS-HIN-12-013, CERN-PH-EP-2014-100",
+ SLACcitation = "%%CITATION = ARXIV:1406.0932;%%"
+}'
+ToDo:
+ - Implement the analysis, test it, remove this ToDo, and mark as VALIDATED :-)
+
Index: trunk/code/ALICE_GIRTH_GRIDSUB2.yoda
===================================================================
--- trunk/code/ALICE_GIRTH_GRIDSUB2.yoda (revision 0)
+++ trunk/code/ALICE_GIRTH_GRIDSUB2.yoda (revision 452)
@@ -0,0 +1,15 @@
+BEGIN YODA_SCATTER2D /REF/ALICE_GIRTH_GRIDSUB2/d01-x01-y01
+Path=/REF/ALICE_GIRTH_GRIDSUB2/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.000000e-02 1.000000e-02 1.000000e-02 6.029440e+00 1.576580e+00 1.576580e+00
+2.500000e-02 5.000000e-03 5.000000e-03 1.667840e+01 1.576600e+00 1.576600e+00
+3.500000e-02 5.000000e-03 5.000000e-03 1.820320e+01 1.632900e+00 1.632900e+00
+4.500000e-02 5.000000e-03 5.000000e-03 1.736340e+01 1.632900e+00 1.632900e+00
+5.500000e-02 5.000000e-03 5.000000e-03 1.449650e+01 9.572000e-01 9.572000e-01
+6.500000e-02 5.000000e-03 5.000000e-03 1.101010e+01 1.745500e+00 1.745500e+00
+7.500000e-02 5.000000e-03 5.000000e-03 5.778360e+00 9.572100e-01 9.572100e-01
+1.000000e-01 2.000000e-02 2.000000e-02 1.172950e+00 4.504500e-01 4.504500e-01
+END YODA_SCATTER2D
+
Index: trunk/code/MC_SOFTDROP_4MOMSUB.cc
===================================================================
--- trunk/code/MC_SOFTDROP_4MOMSUB.cc (revision 451)
+++ trunk/code/MC_SOFTDROP_4MOMSUB.cc (revision 452)
@@ -1,536 +1,793 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
//#include "Rivet/Tools/Logging.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
//#include "fastjet/AreaDefinition.hh"
#include "fastjet/ClusterSequence.hh"
//#include "fastjet/ClusterSequenceArea.hh"
#include "fastjet/contrib/SoftDrop.hh"
#include "fastjet/contrib/Recluster.hh"
#include "HepMC/GenParticle.h"
#include "HepMC/GenEvent.h"
#ifndef MODE
#define MODE 0
#endif
namespace Rivet {
using namespace fastjet;
struct PJetComp {
bool operator() (const PseudoJet& pj1, const PseudoJet& pj2) const
{return pj1.pt()<pj2.pt();}
};
#if MODE==0
class MC_SOFTDROP_4MOMSUB : public Analysis {
#else
class MC_SOFTDROP_NOREC : public Analysis {
#endif
public:
/// Constructor
#if MODE==0
MC_SOFTDROP_4MOMSUB() : Analysis("MC_SOFTDROP_4MOMSUB")
#else
MC_SOFTDROP_NOREC() : Analysis("MC_SOFTDROP_NOREC")
#endif
{
_zcut = 0.1; _beta = 0.;
}
/// Book histograms and initialise projections before the run
void init() {
_jetRs += 0.4;
_njetRbins = 1;
_girthedges += 0., 0.1, 0.2, 0.3, 1.;
_ngirthbins = 4;
+
+ _zgbins += 0.1, 0.2, 0.3, 0.4, 0.5;
+ _nzgbins = 4;
+
+ _dRbins += 0.0, 0.1, 0.2, 0.3, 0.4;
+ _ndRbins = 4;
// pt binning
_ptedges += 140, 160, 180, 200, 250, 300, 500;
_nptbins = _ptedges.size();
+
+ //_area_def = AreaDefinition(active_area_explicit_ghosts, GhostedAreaSpec(3.));
- _h_pt_sc_bef = bookHisto1D("sc_pt_bef", 100, 0., 5.);
- _h_pt_sc_aft = bookHisto1D("sc_pt_aft", 100, 0., 5.);
+ _h_pt_sc_bef = bookHisto1D("sc_pt_bef", 100, 0., 15.);
+ _h_pt_sc_aft = bookHisto1D("sc_pt_aft", 100, 0., 15.);
+ _p_ptvsdR_all = bookProfile1D("pt_vs_dR_all", 20, 0., 1.);
+ _p_ptvsdR_rec = bookProfile1D("pt_vs_dR_rec", 20, 0., 1.);
+ _p_ptvsdR_rat = bookProfile1D("pt_vs_dR_rat", 20, 0., 1.);
+ _h_zg_dR_2d = bookHisto2D("zg_dR_2d", linspace(8, 0.1, 0.5), linspace(20, 0., 0.6));
+ _h_zg_dR_pass_2d = bookHisto2D("zg_dR_pass_2d", linspace(8, 0.1, 0.5), linspace(10, 0.1, 0.6));
for (size_t k = 0; k < _njetRbins; ++k) {
stringstream ss1; ss1 << "jetpt_R" <<_jetRs[k];
_h_jetpt[k] = bookHisto1D(ss1.str(), 100, 50., 500.);
stringstream ss2; ss2 << "zg_R" <<_jetRs[k];
_h_zg[k] = bookHisto1D(ss2.str(), 8, 0.1, 0.5);
stringstream ss3; ss3 << "nstep_R" <<_jetRs[k];
_h_nstep[k] = bookHisto1D(ss3.str(), 21, -0.5, 20.5);
stringstream ss5; ss5 << "zg_dRcut_R" <<_jetRs[k];
_h_zgdrcut[k] = bookHisto1D(ss5.str(), 8, 0.1, 0.5);
stringstream ss6; ss6 << "nstep_dRcut_R" <<_jetRs[k];
_h_nstepdrcut[k] = bookHisto1D(ss6.str(), 21, -0.5, 20.5);
stringstream ss7; ss7 << "groomed_ptratio_R" <<_jetRs[k];
_h_grptratio[k] = bookHisto1D(ss7.str(), 50, 0., 1.);
stringstream ss8; ss8 << "zg_dRcut_nstep0_R" <<_jetRs[k];
_h_zgdrcutnstep0[k] = bookHisto1D(ss8.str(), 8, 0.1, 0.5);
- //stringstream ss9; ss9 << "deltapt_R" <<_jetRs[k];
- //_h_deltapt[k] = bookHisto1D(ss9.str(), 50, -0.5, 0.5);
- for (size_t j = 0; j < _ngirthbins; ++j) {
- stringstream ss; ss << "zg_girth" << "_" << j<<"_R"<<_jetRs[k];
- _h_zg_girth[j][k] = bookHisto1D(ss.str(), 8, 0.1, 0.5);
- }
- /*for (size_t j = 0; j < _nptbins; ++j) {
- stringstream ss1; ss1 << "zg" << "_" << j;
- _h_zg[j] = bookHisto1D(ss1.str(), 8, 0.1, 0.5);
- stringstream ss2; ss2 << "nstep" << "_" << j;
- _h_nstep[j] = bookHisto1D(ss2.str(), 21, -0.5, 20.5);
- }*/
+ stringstream ss9; ss9 << "zg_all" <<_jetRs[k];
+ _h_zg_all[k] = bookHisto1D(ss9.str(), 10, 0., 0.5);
+ for (size_t j = 0; j < _ngirthbins; ++j) {
+ stringstream ss; ss << "zg_girth" << "_" << j<<"_R"<<_jetRs[k];
+ _h_zg_girth[j][k] = bookHisto1D(ss.str(), 8, 0.1, 0.5);
+ }
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ stringstream ss1; ss1 << "zg_dRbins_" << j<<"_R"<<_jetRs[k];
+ _h_zg_dRbins[j][k] = bookHisto1D(ss1.str(), 8, 0.1, 0.5);
+ stringstream ss2; ss2 << "dR_zgbins_" << j<<"_R"<<_jetRs[k];
+ _h_dR_zgbins[j][k] = bookHisto1D(ss2.str(), 20, 0., 0.6);
+ }
}
_h_deltar[0] = bookHisto1D("deltaR_R0.4", 20, 0., 0.6);
//_h_deltar[1] = bookHisto1D("deltaR_R1", 20, 0., 1.5);
_h_girth[0] = bookHisto1D("girth_R0.4",40 , 0., 0.4);
//_h_girth[1] = bookHisto1D("girth_R1",40 , 0., 1);
_p_girth_lead_zg[0] = bookProfile1D("g_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_girth_lead_zg[1] = bookProfile1D("g_vs_zg_l_R1", 16, 0.1, 0.5);
_p_girth_subl_zg[0] = bookProfile1D("g_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_girth_subl_zg[1] = bookProfile1D("g_vs_zg_s_R1", 16, 0.1, 0.5);
+ //_p_area_lead_zg[0] = bookProfile1D("area_vs_zg_l_R0.4", 16, 0.1, 0.5);
+ //_p_area_lead_zg[1] = bookProfile1D("area_vs_zg_l_R1", 16, 0.1, 0.5);
+ //_p_area_subl_zg[0] = bookProfile1D("area_vs_zg_s_R0.4", 16, 0.1, 0.5);
+ //_p_area_subl_zg[1] = bookProfile1D("area_vs_zg_s_R1", 16, 0.1, 0.5);
+ _h_dR_rej[0] = bookHisto1D("dR_rej_R0.4", 20, 0., 0.6);
+ //_h_dR_rej[1] = bookHisto1D("dR_rej_R1", 20, 0., 1.5);
#if MODE==0
_p_recen_lead_zg[0] = bookProfile1D("recen_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recen_lead_zg[1] = bookProfile1D("recen_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recen_sublead_zg[0] = bookProfile1D("recen_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recen_sublead_zg[1] = bookProfile1D("recen_vs_zg_sublead_R1", 16, 0.1, 0.5);
_p_recpt_lead_zg[0] = bookProfile1D("recpt_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recpt_lead_zg[1] = bookProfile1D("recpt_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recpt_sublead_zg[0] = bookProfile1D("recpt_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recpt_sublead_zg[1] = bookProfile1D("recpt_vs_zg_sublead_R1", 16, 0.1, 0.5);
_p_recpt_abs_lead_zg[0] = bookProfile1D("recpt_abs_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recpt_abs_lead_zg[1] = bookProfile1D("recpt_abs_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recpt_abs_sublead_zg[0] = bookProfile1D("recpt_abs_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recpt_abs_sublead_zg[1] = bookProfile1D("recpt_abs_vs_zg_sublead_R1", 16, 0.1, 0.5);
+ _p_recpt_all_lead_zg[0] = bookProfile1D("recpt_all_vs_zg_l_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_lead_zg[1] = bookProfile1D("recpt_all_vs_zg_lead_R1", 16, 0.1, 0.5);
+ _p_recpt_all_sublead_zg[0] = bookProfile1D("recpt_all_vs_zg_s_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_sublead_zg[1] = bookProfile1D("recpt_all_vs_zg_sublead_R1", 16, 0.1, 0.5);
+ _p_recpt_all_abs_lead_zg[0] = bookProfile1D("recpt_all_abs_vs_zg_l_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_abs_lead_zg[1] = bookProfile1D("recpt_all_abs_vs_zg_lead_R1", 16, 0.1, 0.5);
+ _p_recpt_all_abs_sublead_zg[0] = bookProfile1D("recpt_all_abs_vs_zg_s_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_abs_sublead_zg[1] = bookProfile1D("recpt_all_abs_vs_zg_sublead_R1", 16, 0.1, 0.5);
+ _p_recpt_jet_zg[0] = bookProfile1D("recpt_vs_zg_j_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_jet_zg[1] = bookProfile1D("recpt_vs_zg_j_R1", 16, 0.1, 0.5);
+ _p_recpt_abs_jet_zg[0] = bookProfile1D("recpt_abs_vs_zg_j_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_abs_jet_zg[1] = bookProfile1D("recpt_abs_vs_zg_j_R1", 16, 0.1, 0.5);
+ _p_recpt_all_jet_zg[0] = bookProfile1D("recpt_all_vs_zg_j_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_jet_zg[1] = bookProfile1D("recpt_all_vs_zg_j_R1", 16, 0.1, 0.5);
+ _p_recpt_all_abs_jet_zg[0] = bookProfile1D("recpt_all_abs_vs_zg_j_R0.4", 16, 0.1, 0.5);
+ //_p_recpt_all_abs_jet_zg[1] = bookProfile1D("recpt_all_abs_vs_zg_j_R1", 16, 0.1, 0.5);
+ _h_recpt_jet[0] = bookHisto1D("recpt-dist_j_R0.4",100, 0., 1.);
+ //_h_recpt_jet[1] = bookHisto1D("recpt-dist_j_R1",100, 0., 1.);
+ _h_recpt_abs_jet[0] = bookHisto1D("recpt-dist_abs_j_R0.4",100, 0., 100.);
+ //_h_recpt_abs_jet[1] = bookHisto1D("recpt-dist_abs_j_R1",100, 0., 100.);
#endif
}
/// SoftDrop
PseudoJet SoftDrop(PseudoJet pj, vector<PseudoJet> * scpoint, map<PseudoJet, PseudoJet ,PJetComp> & scmap,
- double & zg, double & dR, int & Nstep, double & gsj) {
+ double & zg, double & dR, int & Nstep, double & gsj, double wt) {
int Nsteptot(0);
PseudoJet pjet, parent1, parent2;
pjet = contrib::Recluster(cambridge_algorithm, JetDefinition::max_allowable_R)(pj);
while (pjet.has_parents(parent1,parent2)) {
//cout<<"unsubtracted pts: "<<parent1.pt()<<" "<<parent2.pt()<<endl;
FourMomentum mom1, mom2;
double pt1, pt2;
mom1 = SubtractJetMom(parent1, scpoint, scmap);
mom2 = SubtractJetMom(parent2, scpoint, scmap);
- if (mom1.E() < 0. || deltaR(mom1.eta(), mom1.phi(), Get4Mom(parent1).eta(), Get4Mom(parent1).phi()) > 1.) pt1 = 0.;
+ if (mom1.E() < 0. || deltaR(mom1.eta(), mom1.phi(ZERO_2PI), Get4Mom(parent1).eta(), Get4Mom(parent1).phi(ZERO_2PI)) > 1.) pt1 = 0.;
else pt1 = mom1.pT();
- if (mom2.E() < 0. || deltaR(mom2.eta(), mom2.phi(), Get4Mom(parent2).eta(), Get4Mom(parent2).phi()) > 1.) pt2 = 0.;
+ if (mom2.E() < 0. || deltaR(mom2.eta(), mom2.phi(ZERO_2PI), Get4Mom(parent2).eta(), Get4Mom(parent2).phi(ZERO_2PI)) > 1.) pt2 = 0.;
else pt2 = mom2.pT();
//cout<<"subtracted pts: "<<pt1<<" "<<pt2<<endl;
if (pt1 == 0. && pt2 == 0.) break;
zg = min(pt1,pt2)/(pt1+pt2);
dR = deltaR(parent1.eta(), parent1.phi(), parent2.eta(), parent2.phi());
+ _h_zg_all[0]->fill(zg,wt);
if (zg > _zcut*pow(dR,_beta)) {
double deltar;
FourMomentum momsum(mom1+mom2);
- deltar = deltaR(momsum.eta(),momsum.phi(),mom1.eta(), mom1.phi());
+ deltar = deltaR(momsum.eta(),momsum.phi(ZERO_2PI),mom1.eta(), mom1.phi(ZERO_2PI));
gsj = mom1.pT()*deltar;
- deltar = deltaR(momsum.eta(),momsum.phi(),mom2.eta(), mom2.phi());
+ deltar = deltaR(momsum.eta(),momsum.phi(ZERO_2PI),mom2.eta(), mom2.phi(ZERO_2PI));
gsj += mom2.pT()*deltar;
gsj /= momsum.pt();
return pjet;
}
+ _h_dR_rej[0]->fill(dR,wt);
if (pt1 > pt2) {
pjet = parent1;
}
else {
pjet = parent2;
}
Nsteptot += 1;
if (zg > 0.) Nstep += 1;
}
//cout<<"mySoftDrop failed.\n";
return PseudoJet();
}
/// 4-momentum subtraction
FourMomentum SubtractJetMom(PseudoJet pjet, const vector<PseudoJet> * scatcenters, map<PseudoJet, PseudoJet, PJetComp> & scmap) {
if (scatcenters->empty()) return Get4Mom(pjet);
FourMomentum sub(0.,0.,0.,0.);
bool fillmap(scmap.empty());
//cout<<"--------------------------------------------------\n";
//cout<<"size of map: "<<scmap.size()<<endl;
foreach (PseudoJet pj, pjet.constituents()) {
- if (pj.E() < 1e-5) {
+ if (pj.E() < 1e-5 && pj.E() > 1e-7) {
if (fillmap) {
FourMomentum test(Get4Mom(pj));
test *= 10000.;
//cout<<"Found dummy :"<<Get4Mom(pj)<<endl;
double dRmin(10.);
PseudoJet matchscatcen;
foreach (PseudoJet sc, *scatcenters) {
- double dR = deltaR(test.eta(), test.phi(), Get4Mom(sc).eta(),Get4Mom(sc).phi());
+ double dR = deltaR(test.eta(), test.phi(ZERO_2PI), Get4Mom(sc).eta(),Get4Mom(sc).phi(ZERO_2PI));
if (dR < dRmin) {
dRmin = dR;
matchscatcen = sc;
}
}
if (dRmin < 1e-5) {
//cout<<"Found matching scattering centre :"<<Get4Mom(matchscatcen)<<endl;
sub += Get4Mom(matchscatcen);
map<PseudoJet, PseudoJet, PJetComp>::iterator mapit;
mapit = scmap.find(pj);
/*if (mapit != scmap.end()) {
cout<<"Error: dummy is already in map.\n";
cout<<Get4Mom(mapit->first)<<endl;
cout<<Get4Mom(mapit->second)<<endl;
cout<<Get4Mom(matchscatcen)<<endl;
}*/
scmap[pj]=matchscatcen;
}
else cout<<"Error: did not find scattering centre matching dummy.\n";
}
else {
map<PseudoJet, PseudoJet, PJetComp>::iterator mapit;
mapit = scmap.find(pj);
- if (mapit == scmap.end()) cout<<"Error: did not find matchings scattering centre in map.\n";
+ if (mapit == scmap.end()) cout<<"Error: did not find matching scattering centre in map.\n";
else sub += Get4Mom(mapit->second);
}
}
}
//cout<<"size of map: "<<scmap.size()<<endl;
FourMomentum jetmom(Get4Mom(pjet));
//cout<<"Original momentum: "<<jetmom<<endl;
jetmom -= sub;
//cout<<"subtracted momentum: "<<jetmom<<endl;
//cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
return jetmom;
}
/// girth = first moment of jet profile
double Girth(PseudoJet pjet, FourMomentum jetmom, const vector<PseudoJet> * scatcenters, map<PseudoJet, PseudoJet, PJetComp> & scmap) {
double firstmom(0.);
foreach (PseudoJet part, pjet.constituents()) {
- if (part.E() < 1e-5) {
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
map<PseudoJet, PseudoJet, PJetComp>::iterator mapit;
mapit = scmap.find(part);
if (mapit != scmap.end()) {
- double dR(deltaR(jetmom.eta(), jetmom.phi(), Get4Mom(mapit->second).eta(), Get4Mom(mapit->second).phi()));
+ double dR(deltaR(jetmom.eta(), jetmom.phi(ZERO_2PI), Get4Mom(mapit->second).eta(), Get4Mom(mapit->second).phi(ZERO_2PI)));
firstmom -= (mapit->second).pt()*dR;
}
}
else {
- double dR(deltaR(jetmom.eta(), jetmom.phi(), part.eta(), part.phi()));
+ double dR(deltaR(jetmom.eta(), jetmom.phi(ZERO_2PI), part.eta(), part.phi()));
firstmom += part.pt()*dR;
}
}
return firstmom/jetmom.pT();
}
/// recoil energy fraction
double RecEnFrac(PseudoJet pjet, FourMomentum jetmom, vector<FourMomentum> scafter, map<PseudoJet, PseudoJet, PJetComp> & scmap){
double recE(0.), subE(0.);
foreach (PseudoJet pj, pjet.constituents()) {
- if (pj.E() < 1e-5) {
+ if (pj.E() < 1e-5 && pj.E() > 1e-7) {
map<PseudoJet, PseudoJet, PJetComp>::iterator mapit;
mapit = scmap.find(pj);
if (mapit != scmap.end()) {
subE += (mapit->second).E();
}
}
else {
double dRmin(10.), Emin(0.);
foreach (FourMomentum fmom, scafter) {
- double dR(deltaR(Get4Mom(pj).eta(), Get4Mom(pj).phi(), fmom.eta(), fmom.phi()));
+ double dR(deltaR(Get4Mom(pj).eta(), Get4Mom(pj).phi(ZERO_2PI), fmom.eta(), fmom.phi(ZERO_2PI)));
if (dR < dRmin) {
dRmin = dR;
Emin = fmom.E();
}
}
if (dRmin < 1e-5) {
recE += Emin;
}
}
}
return (recE-subE)/jetmom.E();
}
double RecPtFrac(PseudoJet pjet, FourMomentum jetmom, vector<FourMomentum> scafter, map<PseudoJet, PseudoJet, PJetComp> & scmap){
FourMomentum recmom(0.,0.,0.,0.), submom(0.,0.,0.,0.);
foreach (PseudoJet pj, pjet.constituents()) {
- if (pj.E() < 1e-5) {
+ if (pj.E() < 1e-5 && pj.E() > 1e-7) {
map<PseudoJet, PseudoJet, PJetComp>::iterator mapit;
mapit = scmap.find(pj);
if (mapit != scmap.end()) {
submom += Get4Mom(mapit->second);
}
}
else {
double dRmin(10.);
FourMomentum momatmin;
foreach (FourMomentum fmom, scafter) {
- double dR(deltaR(Get4Mom(pj).eta(), Get4Mom(pj).phi(), fmom.eta(), fmom.phi()));
+ double dR(deltaR(Get4Mom(pj).eta(), Get4Mom(pj).phi(ZERO_2PI), fmom.eta(), fmom.phi(ZERO_2PI)));
if (dR < dRmin) {
dRmin = dR;
momatmin = fmom;
}
}
if (dRmin < 1e-5) {
recmom += momatmin;
}
}
}
recmom -= submom;
double ptfrac(recmom.pT()/jetmom.pt());
- double dR(deltaR(recmom.eta(), recmom.phi(), jetmom.eta(), jetmom.phi()));
+ double dR(deltaR(recmom.eta(), recmom.phi(ZERO_2PI), jetmom.eta(), jetmom.phi(ZERO_2PI)));
if (dR > 1.) ptfrac *= -1.;
return ptfrac;
}
+
+ void splitParticle(FourMomentum mom0, FourMomentum & mom1, FourMomentum & mom2) {
+ double m0(mom0.mass());
+ if (m0 <= 0.) {
+ mom1=mom0;
+ return;
+ }
+ LorentzTransform cms_boost;
+ cms_boost = LorentzTransform(mom0.boostVector());
+ double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
+ double theta, phi;
+ theta = -acos(2.*r1-1.)+M_PI;
+ phi = r2*2.*M_PI;
+ mom1.setE(m0/2.);
+ mom1.setPx(m0/2*sin(theta)*cos(phi));
+ mom1.setPy(m0/2*sin(theta)*sin(phi));
+ mom1.setPz(m0/2*cos(theta));
+ mom2.setE(m0/2.);
+ mom2.setPx(-m0/2*sin(theta)*cos(phi));
+ mom2.setPy(-m0/2*sin(theta)*sin(phi));
+ mom2.setPz(-m0/2*cos(theta));
+ mom1 = cms_boost.transform(mom1);
+ mom2 = cms_boost.transform(mom2);
+ }
+
+ vector<FourMomentum> Rambo(FourMomentum momin, int n) {
+ //cout<<"------------------------\n";
+ LorentzTransform cms_boost;
+ cms_boost = LorentzTransform(momin.boostVector());
+ vector<FourMomentum> qmoms;
+ FourMomentum Q;
+ for (int i=0; i<n; i++) {
+ FourMomentum q;
+ double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX),
+ r3(1.0*rand()/RAND_MAX), r4(1.0*rand()/RAND_MAX);
+ double c, phi, q0;
+ c = 2.*r1-1.;
+ phi = 2.*M_PI*r2;
+ q0 = -log(r3*r4);
+ q.setE(q0);
+ q.setPx(q0*sqrt(1.-c*c)*cos(phi));
+ q.setPy(q0*sqrt(1.-c*c)*sin(phi));
+ q.setPz(q0*c);
+ qmoms.push_back(q);
+ Q += q;
+ }
+ double b1, b2, b3, x, gamma, a, M;
+ M = Q.mass();
+ //cout<<Q.mass2()<<endl;
+ b1 = -Q.px()/M;
+ b2 = -Q.py()/M;
+ b3 = -Q.pz()/M;
+ x = momin.mass()/M;
+ //cout<<"w = "<<momin.mass()<<endl;
+ gamma = Q.E()/M;
+ a = 1./(1.+gamma);
+ vector<FourMomentum> pmoms;
+ FourMomentum ptot;
+ for (int i=0; i<n; i++) {
+ double bdotq(b1*qmoms[i].px() + b2*qmoms[i].py() + b3*qmoms[i].pz());
+ FourMomentum p;
+ p.setE(x*(gamma*qmoms[i].E() + bdotq));
+ p.setPx(x*(qmoms[i].px() + b1*qmoms[i].E() + a*bdotq*b1));
+ p.setPy(x*(qmoms[i].py() + b2*qmoms[i].E() + a*bdotq*b2));
+ p.setPz(x*(qmoms[i].pz() + b3*qmoms[i].E() + a*bdotq*b3));
+ p = cms_boost.transform(p);
+ pmoms.push_back(p);
+ ptot += p;
+ }
+ //cout<<momin<<endl;
+ //cout<<ptot<<endl;
+ //cout<<n<<endl;
+ //for (int i=0; i<n; i++) cout<<pmoms[i]<<endl;
+ return pmoms;
+ }
+
/// 4-momentum adapter
FourMomentum Get4Mom(PseudoJet pjet){
FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
return mom;
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
PseudoJets pevent, pjets;
// PseudoJets evnorec;
list<double> ptsubs;
//cout<<"==============================\n";
PseudoJets scatcens;
vector<FourMomentum> scafter;
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
FourMomentum mom(p->momentum());
if (fabs(mom.eta()) < 4.) {
+ if(p->status() == 1) {
+ PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
+ pevent.push_back(pjet);
+ }
if (p->status() == 3) {
+ _h_pt_sc_bef->fill(mom.pT(),weight);
#if MODE==0
PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
scatcens.push_back(pjet);
#endif
- _h_pt_sc_bef->fill(mom.pT(),weight);
}
+ if(p->status() == 4) {
#if MODE==0
- if(p->status() != 3) {
PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
pevent.push_back(pjet);
- }
+ scafter.push_back(mom);
+ _h_pt_sc_aft->fill(mom.pT(),weight);
+ //if (mom.mass() < 0.32) cout<<mom.mass()<<" "<<mom<<endl;
+ /*int npart(int(mom.E()));
+ if (npart > 1 && mom.mass() > 1e-6) {
+ vector<FourMomentum> newparts;
+ newparts = Rambo(mom,npart);
+ for (size_t i=1; i<newparts.size(); i++) {
+ if (fabs(newparts[i].eta()) < 4.) {
+ PseudoJet pjet(newparts[i].px(),newparts[i].py(),newparts[i].pz(),newparts[i].E());
+ pevent.push_back(pjet);
+ scafter.push_back(newparts[i]);
+ _h_pt_sc_aft->fill(newparts[i].pT(),weight);
+ }
+ }
+ }
+ else {
+ PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
+ pevent.push_back(pjet);
+ scafter.push_back(mom);
+ _h_pt_sc_aft->fill(mom.pT(),weight);
+ }*/
+ /*FourMomentum mom1,mom2;
+ splitParticle(mom,mom1,mom2);
+ PseudoJet pjet1(mom1.px(),mom1.py(),mom1.pz(),mom1.E());
+ pevent.push_back(pjet1);
+ scafter.push_back(mom1);
+ _h_pt_sc_aft->fill(mom1.pT(),weight);
+ if (mom1 != mom) {
+ PseudoJet pjet2(mom2.px(),mom2.py(),mom2.pz(),mom2.E());
+ pevent.push_back(pjet2);
+ scafter.push_back(mom2);
+ _h_pt_sc_aft->fill(mom2.pT(),weight);
+ }*/
#else
- if(p->status() == 1) {
- PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
- pevent.push_back(pjet);
- }
-#endif
- if (p->status() == 4) {
_h_pt_sc_aft->fill(mom.pT(),weight);
-#if MODE==0
- scafter.push_back(mom);
-#endif
+#endif
}
- /*if (p->status() == 1) {
- PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
- evnorec.push_back(pjet);
- }*/
}
}
for (size_t k = 0; k < _njetRbins; ++k) {
JetDefinition jet_def(antikt_algorithm, _jetRs[k]);
+ //ClusterSequenceArea cs(pevent, jet_def, _area_def);
ClusterSequence cs(pevent, jet_def);
pjets = sorted_by_pt(cs.inclusive_jets(50.0));
foreach (PseudoJet pjet, pjets) {
- if (fabs(pjet.eta()) < 2.5) {
+ if (fabs(pjet.eta()) < 2.) {
+
+ // find out whether jet is well separated from other jets
+ bool sep(true);
+ if (pjets.size() > 1) {
+ foreach (PseudoJet pjet2, pjets) {
+ if (pjet2 == pjet) continue;
+ if (deltaR(Get4Mom(pjet), Get4Mom(pjet2)) < 2.) sep = false;
+ }
+ }
+ if (sep) {
+ vector<double> ptall, ptrec;
+ ptall.resize(20,0.0);
+ ptrec.resize(20,0.0);
+ foreach (PseudoJet part, pevent) {
+ double dR(deltaR(Get4Mom(part),Get4Mom(pjet)));
+ if (dR < 1.) {
+ int bin;
+ bin = int(dR/0.05);
+ ptall[bin]+=part.pt();
+ }
+ }
+ foreach (FourMomentum sc, scafter) {
+ double dR(deltaR(sc,Get4Mom(pjet)));
+ if (dR < 1.) {
+ int bin;
+ bin = int(dR/0.05);
+ ptrec[bin]+=sc.pT();
+ }
+ }
+ foreach (PseudoJet sub, scatcens) {
+ double dR(deltaR(Get4Mom(sub),Get4Mom(pjet)));
+ if (dR < 1.) {
+ int bin;
+ bin = int(dR/0.05);
+ ptall[bin]-=sub.pt();
+ ptrec[bin]-=sub.pt();
+ }
+ }
+ for (size_t i=0; i<20; ++i) {
+ _p_ptvsdR_all->fill((i+0.5)*0.05, ptall[i],weight);
+ _p_ptvsdR_rec->fill((i+0.5)*0.05, ptrec[i],weight);
+ _p_ptvsdR_rat->fill((i+0.5)*0.05, (ptall[i] > 0.?ptrec[i]/ptall[i]:0.),weight);
+ }
+ }
+
map<PseudoJet, PseudoJet, PJetComp> scmap;
FourMomentum jetsub = SubtractJetMom(pjet, &scatcens, scmap);
double ptsub;
- if (jetsub.E() < 0. || deltaR(jetsub.eta(), jetsub.phi(), Get4Mom(pjet).eta(), Get4Mom(pjet).phi()) > 1.) ptsub = 0.;
+ if (jetsub.E() < 0. || deltaR(jetsub.eta(), jetsub.phi(ZERO_2PI), Get4Mom(pjet).eta(), Get4Mom(pjet).phi(ZERO_2PI)) > 1.) ptsub = 0.;
else ptsub = jetsub.pT();
if (ptsub < 50.) continue;
_h_jetpt[k]->fill(ptsub, weight);
//ptsubs.push_back(ptsub);
int ptbin(-1);
for (size_t l = 0; l < _nptbins; ++l) {
if (ptsub >= _ptedges[l] && ptsub < _ptedges[l+1]) ptbin=l;
}
if (ptbin < 0) continue;
double g;
g = Girth(pjet, jetsub, &scatcens, scmap);
_h_girth[k]->fill(g,weight);
int gbin(-1);
for (size_t j = 0; j < _ngirthbins; ++j) {
if (g >= _girthedges[j]*_jetRs[k] && g < _girthedges[j+1]*_jetRs[k]) gbin=j;
}
double zg(0.), dR(0.), gsj(0.);
int Nstep(0);
- PseudoJet sd_pjet = SoftDrop(pjet, &scatcens, scmap,zg,dR,Nstep,gsj);
+ PseudoJet sd_pjet = SoftDrop(pjet, &scatcens, scmap,zg,dR,Nstep,gsj,weight);
if (sd_pjet != 0) {
_h_grptratio[k]->fill(sd_pjet.pt()/pjet.pt(),weight);
_h_zg[k]->fill(zg,weight);
_h_deltar[k]->fill(dR,weight);
_h_nstep[k]->fill(Nstep,weight);
- if (dR > 0.1) {
+ _h_zg_dR_2d->fill(zg,dR,weight);
+ _h_zg_dR_pass_2d->fill(zg,dR,weight);
+ int zgbin(-1), dRbin(-1);
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ if (zg >= _zgbins[j] && zg < _zgbins[j+1]) zgbin=j;
+ if (dR >= _dRbins[j] && dR < _dRbins[j+1]) dRbin=j;
+ }
+ if (zgbin >= 0) _h_dR_zgbins[zgbin][k]->fill(dR,weight);
+ if (dRbin >= 0) _h_zg_dRbins[dRbin][k]->fill(zg,weight);
+ bool passdRcut(false);
+ if (dR > 0.1) passdRcut = true;
+ if (passdRcut) {
_h_zgdrcut[k]->fill(zg,weight);
_h_nstepdrcut[k]->fill(Nstep,weight);
if (Nstep == 0) _h_zgdrcutnstep0[k]->fill(zg,weight);
if (gbin >= 0) _h_zg_girth[gbin][k]->fill(zg,weight);
-
- PseudoJet subjet1, subjet2;
- if (sd_pjet.has_parents(subjet1,subjet2)){
- FourMomentum mom1, mom2;
- mom1 = SubtractJetMom(subjet1, &scatcens, scmap);
- mom2 = SubtractJetMom(subjet2, &scatcens, scmap);
- double pt1, pt2, g1, g2;
- pt1 = mom1.pT();
- pt2 = mom2.pT();
- g1 = Girth(subjet1, mom1, &scatcens, scmap);
- g2 = Girth(subjet2, mom2, &scatcens, scmap);
+ }
+ PseudoJet subjet1, subjet2;
+ if (sd_pjet.has_parents(subjet1,subjet2)){
+ FourMomentum mom1, mom2;
+ mom1 = SubtractJetMom(subjet1, &scatcens, scmap);
+ mom2 = SubtractJetMom(subjet2, &scatcens, scmap);
+ double pt1, pt2, g1, g2;//, area1, area2;
+ pt1 = mom1.pT();
+ pt2 = mom2.pT();
+ g1 = Girth(subjet1, mom1, &scatcens, scmap);
+ g2 = Girth(subjet2, mom2, &scatcens, scmap);
+ //area1 = subjet1.area();
+ //area2 = subjet2.area();
+ if (passdRcut) {
if (pt1 > pt2) {
_p_girth_lead_zg[k]->fill(zg,g1,weight);
_p_girth_subl_zg[k]->fill(zg,g2,weight);
- }
+ //_p_area_lead_zg[k]->fill(zg,area1,weight);
+ //_p_area_subl_zg[k]->fill(zg,area2,weight);
+ }
else {
_p_girth_lead_zg[k]->fill(zg,g2,weight);
- _p_girth_subl_zg[k]->fill(zg,g1,weight);
- }
+ _p_girth_subl_zg[k]->fill(zg,g1,weight);
+ //_p_area_lead_zg[k]->fill(zg,area2,weight);
+ //_p_area_subl_zg[k]->fill(zg,area1,weight);
+ }
+ }
#if MODE==0
- double frac1, frac2,ptfrac1,ptfrac2;
- frac1 = RecEnFrac(subjet1, mom1, scafter, scmap);
- frac2 = RecEnFrac(subjet2, mom2, scafter, scmap);
- ptfrac1 = RecPtFrac(subjet1, mom1, scafter, scmap);
- ptfrac2 = RecPtFrac(subjet2, mom2, scafter, scmap);
- if (pt1 > pt2) {
+ double frac1, frac2,ptfrac1,ptfrac2;
+ frac1 = RecEnFrac(subjet1, mom1, scafter, scmap);
+ frac2 = RecEnFrac(subjet2, mom2, scafter, scmap);
+ ptfrac1 = RecPtFrac(subjet1, mom1, scafter, scmap);
+ ptfrac2 = RecPtFrac(subjet2, mom2, scafter, scmap);
+ if (pt1 > pt2) {
+ if (passdRcut) {
_p_recen_lead_zg[k]->fill(zg,frac1,weight);
_p_recen_sublead_zg[k]->fill(zg,frac2,weight);
- _p_recpt_lead_zg[k]->fill(zg,ptfrac1,weight);
- _p_recpt_sublead_zg[k]->fill(zg,ptfrac2,weight);
+ _p_recpt_lead_zg[k]->fill(zg,ptfrac1,weight);
+ _p_recpt_sublead_zg[k]->fill(zg,ptfrac2,weight);
_p_recpt_abs_lead_zg[k]->fill(zg,ptfrac1*pt1,weight);
_p_recpt_abs_sublead_zg[k]->fill(zg,ptfrac2*pt2,weight);
}
- else {
+ _p_recpt_all_lead_zg[k]->fill(zg,ptfrac1,weight);
+ _p_recpt_all_sublead_zg[k]->fill(zg,ptfrac2,weight);
+ _p_recpt_all_abs_lead_zg[k]->fill(zg,ptfrac1*pt1,weight);
+ _p_recpt_all_abs_sublead_zg[k]->fill(zg,ptfrac2*pt2,weight);
+ }
+ else {
+ if (passdRcut) {
_p_recen_lead_zg[k]->fill(zg,frac2,weight);
_p_recen_sublead_zg[k]->fill(zg,frac1,weight);
_p_recpt_lead_zg[k]->fill(zg,ptfrac2,weight);
_p_recpt_sublead_zg[k]->fill(zg,ptfrac1,weight);
_p_recpt_abs_lead_zg[k]->fill(zg,ptfrac2*pt2,weight);
_p_recpt_abs_sublead_zg[k]->fill(zg,ptfrac1*pt1,weight);
}
+ _p_recpt_all_lead_zg[k]->fill(zg,ptfrac2,weight);
+ _p_recpt_all_sublead_zg[k]->fill(zg,ptfrac1,weight);
+ _p_recpt_all_abs_lead_zg[k]->fill(zg,ptfrac2*pt2,weight);
+ _p_recpt_all_abs_sublead_zg[k]->fill(zg,ptfrac1*pt1,weight);
+ }
+ FourMomentum mom;
+ mom = SubtractJetMom(pjet, &scatcens, scmap);
+ double ptfrac;
+ ptfrac = RecPtFrac(pjet,mom,scafter,scmap);
+ if (passdRcut) {
+ _p_recpt_jet_zg[k]->fill(zg,ptfrac,weight);
+ _p_recpt_abs_jet_zg[k]->fill(zg,ptfrac*mom.pT(),weight);
+ _h_recpt_jet[k]->fill(ptfrac,weight);
+ _h_recpt_abs_jet[k]->fill(ptfrac*mom.pT(),weight);
+ }
+ _p_recpt_all_jet_zg[k]->fill(zg,ptfrac,weight);
+ _p_recpt_all_abs_jet_zg[k]->fill(zg,ptfrac*mom.pT(),weight);
#endif
- }
}
}
}
}
/*ptsubs.sort();
ptsubs.reverse();
ClusterSequence cs2(evnorec, jet_def);
PseudoJets pjets2 = sorted_by_pt(cs2.inclusive_jets(50.0));
list<double>::iterator listit(ptsubs.begin());
for (size_t i=0; i<min(ptsubs.size(),pjets2.size()); ++i){
double deltapt;
deltapt = (*listit - pjets2[i].pt())/(*listit + pjets2[i].pt());
_h_deltapt[k]->fill(deltapt,weight);
listit++;
}*/
}
}
/// Normalise histograms etc., after the run
void finalize() {
normalize(_h_pt_sc_bef);
normalize(_h_pt_sc_aft);
for (size_t k = 0; k < _njetRbins; ++k) {
scale(_h_jetpt[k], crossSection()/sumOfWeights());
normalize(_h_zg[k]);
normalize(_h_deltar[k]);
normalize(_h_nstep[k]);
normalize(_h_zgdrcut[k]);
normalize(_h_nstepdrcut[k]);
normalize(_h_zgdrcutnstep0[k]);
normalize(_h_grptratio[k]);
normalize(_h_girth[k]);
+ normalize(_h_zg_all[k]);
+ normalize(_h_dR_rej[k]);
for (size_t j = 0; j < _ngirthbins; ++j) {
normalize(_h_zg_girth[j][k]);
}
//normalize(_h_deltapt[k]);
- /*for (size_t j = 0; j < _nptbins; ++j) {
- normalize(_h_zg[j]);
- normalize(_h_nstep[j]);
- }*/
- }
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ normalize(_h_zg_dRbins[j][k]);
+ normalize(_h_dR_zgbins[j][k]);
+ }
+#if MODE==0
+ normalize(_h_recpt_jet[k]);
+ normalize(_h_recpt_abs_jet[k]);
+#endif
+ }
}
private:
- vector<double> _ptedges, _jetRs, _girthedges;
- size_t _nptbins, _njetRbins, _ngirthbins;
+ //AreaDefinition _area_def;
+
+ vector<double> _ptedges, _jetRs, _girthedges, _zgbins, _dRbins;
+ size_t _nptbins, _njetRbins, _ngirthbins, _nzgbins, _ndRbins;
double _zcut, _beta;
size_t _nphibins, _netabins;
Histo1DPtr _h_pt_sc_bef;
Histo1DPtr _h_pt_sc_aft;
+ Profile1DPtr _p_ptvsdR_all, _p_ptvsdR_rec, _p_ptvsdR_rat;
+ Histo2DPtr _h_zg_dR_2d, _h_zg_dR_pass_2d;
Histo1DPtr _h_jetpt[1];
//Histo1DPtr _h_zg[7];
//Histo1DPtr _h_nstep[7];
Histo1DPtr _h_zg[1];
Histo1DPtr _h_deltar[1];
Histo1DPtr _h_nstep[1];
Histo1DPtr _h_zgdrcut[1];
Histo1DPtr _h_nstepdrcut[1];
Histo1DPtr _h_zgdrcutnstep0[1];
Histo1DPtr _h_grptratio[1];
Histo1DPtr _h_girth[1];
+ Histo1DPtr _h_zg_all[1];
+ Histo1DPtr _h_dR_rej[1];
Histo1DPtr _h_zg_girth[4][1];
+ Histo1DPtr _h_zg_dRbins[4][1];
+ Histo1DPtr _h_dR_zgbins[4][1];
Profile1DPtr _p_girth_lead_zg[1];
Profile1DPtr _p_girth_subl_zg[1];
+ //Profile1DPtr _p_area_lead_zg[1], _p_area_subl_zg[1];
#if MODE==0
Profile1DPtr _p_recen_lead_zg[1];
Profile1DPtr _p_recen_sublead_zg[1];
Profile1DPtr _p_recpt_lead_zg[1];
Profile1DPtr _p_recpt_sublead_zg[1];
Profile1DPtr _p_recpt_abs_lead_zg[1];
Profile1DPtr _p_recpt_abs_sublead_zg[1];
+ Profile1DPtr _p_recen_all_lead_zg[1];
+ Profile1DPtr _p_recen_all_sublead_zg[1];
+ Profile1DPtr _p_recpt_all_lead_zg[1];
+ Profile1DPtr _p_recpt_all_sublead_zg[1];
+ Profile1DPtr _p_recpt_all_abs_lead_zg[1];
+ Profile1DPtr _p_recpt_all_abs_sublead_zg[1];
+ Profile1DPtr _p_recpt_jet_zg[1];
+ Profile1DPtr _p_recpt_abs_jet_zg[1];
+ Profile1DPtr _p_recpt_all_jet_zg[1];
+ Profile1DPtr _p_recpt_all_abs_jet_zg[1];
+ Histo1DPtr _h_recpt_jet[1];
+ Histo1DPtr _h_recpt_abs_jet[1];
#endif
//Histo1DPtr _h_deltapt[2];
};
// The hook for the plugin system
#if MODE==0
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_4MOMSUB);
#else
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_NOREC);
#endif
}
Index: trunk/code/ATLAS_2014_I1300152_4MOMSUB.yoda
===================================================================
--- trunk/code/ATLAS_2014_I1300152_4MOMSUB.yoda (revision 0)
+++ trunk/code/ATLAS_2014_I1300152_4MOMSUB.yoda (revision 452)
@@ -0,0 +1,1440 @@
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB_4MOMSUB/d06-x01-y07
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.083066e+00 5.635186e-02 9.803626e-02
+3.111899e+00 4.448028e-01 4.448028e-01 8.016450e-01 3.659074e-02 9.632093e-02
+4.149868e+00 5.931660e-01 5.931660e-01 6.013213e-01 1.973869e-02 7.676178e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.480562e-01 1.180333e-02 5.719387e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.164973e-01 8.337622e-03 3.803439e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.206025e-01 5.828233e-03 1.997105e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.400461e-01 2.785391e-03 9.651644e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.656407e-02 2.285576e-03 2.335632e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.971875e-02 6.622681e-04 6.641676e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.600896e-02 1.354348e-03 7.014633e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.247519e-02 1.264959e-03 3.363849e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.235976e-03 8.341495e-04 1.774649e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.774985e-03 3.413658e-04 6.005767e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.638162e-04 9.661307e-05 6.270803e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.151227e+00 5.270690e-02 1.041990e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.693235e-01 2.298139e-02 1.043929e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.306895e-01 1.254730e-02 8.046705e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.167423e-01 1.101924e-02 5.316517e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.064054e-01 6.097484e-03 3.451944e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.079422e-01 4.142618e-03 2.035239e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.355806e-01 2.698061e-03 1.032008e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.380387e-02 2.756343e-03 2.834585e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.878021e-02 1.289020e-03 9.818150e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.551799e-02 1.650589e-03 6.877824e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.257078e-02 1.274526e-03 3.389626e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.491668e-03 9.061841e-04 1.857821e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.899326e-03 3.654590e-04 9.062889e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.996307e-04 1.040843e-04 3.090155e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.231865e+00 4.835530e-02 1.115878e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.937112e-01 2.366500e-02 1.072879e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.440624e-01 1.702990e-02 8.216513e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.519256e-01 1.489822e-02 5.764222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.108227e-01 8.223655e-03 3.499389e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.053831e-01 6.774006e-03 1.858949e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.321364e-01 2.633141e-03 1.005076e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.501202e-02 2.248761e-03 2.290340e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.915428e-02 9.800580e-04 1.324283e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.588587e-02 1.835034e-03 5.208656e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.266718e-02 1.284491e-03 3.414166e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.388002e-03 8.286225e-04 1.452838e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.875940e-03 3.506268e-04 6.365785e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.836994e-04 1.058536e-04 2.310020e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.292028e+00 7.539191e-02 1.170377e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.187728e-01 3.024861e-02 1.103483e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.319081e-01 2.080762e-02 8.061456e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.288424e-01 8.541035e-03 5.472233e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.009117e-01 5.984862e-03 3.613128e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.069581e-01 5.451984e-03 2.026369e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.331497e-01 4.368550e-03 9.185110e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.285244e-02 1.641051e-03 2.810543e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.887446e-02 6.480568e-04 6.564884e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.643489e-02 1.543214e-03 5.323650e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.310967e-02 1.249082e-03 3.536440e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.765439e-03 9.184717e-04 2.352599e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.034338e-03 3.912631e-04 9.714270e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.245384e-04 1.174914e-04 3.618127e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.301936e+00 5.942632e-02 1.179669e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.508729e-01 3.120777e-02 1.213839e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.496281e-01 1.710282e-02 8.784219e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.379379e-01 8.736580e-03 5.587467e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.012006e-01 5.962554e-03 3.393681e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.017007e-01 3.995068e-03 1.681381e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.297666e-01 1.717792e-03 9.882213e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.293244e-02 1.642182e-03 2.243359e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.924926e-02 1.296590e-03 6.643127e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.628440e-02 1.532768e-03 5.303836e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.277665e-02 1.218514e-03 3.446603e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.507592e-03 8.464410e-04 2.247383e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.956359e-03 3.656399e-04 9.346491e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.392506e-04 1.151754e-04 2.954944e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.383872e+00 8.067828e-02 1.353958e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.973186e-01 3.273212e-02 1.273192e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.546098e-01 2.147730e-02 8.851581e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.383607e-01 1.153838e-02 5.595073e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.014931e-01 9.893411e-03 3.170849e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.005524e-01 5.277780e-03 1.814982e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.290285e-01 2.555657e-03 8.906215e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.356888e-02 2.200581e-03 2.835330e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.995925e-02 9.895387e-04 1.009250e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.756812e-02 1.607192e-03 7.450965e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.349039e-02 1.286584e-03 4.563773e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.738154e-03 8.818481e-04 2.743751e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.024699e-03 3.894092e-04 8.266536e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.433859e-04 1.160754e-04 3.743911e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d06-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.357749e+00 7.060045e-02 1.229826e-01
+3.111899e+00 4.448028e-01 4.448028e-01 1.011685e+00 4.617792e-02 1.215454e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.640469e-01 2.178692e-02 8.977925e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.358653e-01 1.429808e-02 5.564046e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.017842e-01 1.183968e-02 2.956684e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.980843e-01 5.216062e-03 1.794335e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.274406e-01 3.354448e-03 1.061730e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.090374e-02 1.613535e-03 2.178728e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.869013e-02 1.287434e-03 6.493237e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.686780e-02 1.737337e-03 5.404704e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.350341e-02 1.368948e-03 3.638779e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.859889e-03 9.988944e-04 2.388071e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.040237e-03 3.923792e-04 1.118595e-04
+9.843070e+01 1.406930e+01 1.406930e+01 5.331285e-04 1.138561e-04 4.441265e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.052452e+00 2.899787e-02 3.240938e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.069510e+00 2.388060e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.016631e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.262260e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.569296e-01 2.899787e-02 2.729211e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.518124e-01 2.729211e-02 2.899787e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.603412e-01 3.411514e-02 3.411514e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.808102e-01 3.240938e-02 3.070362e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.927505e-01 3.411514e-02 3.240938e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.688699e-01 4.093817e-02 3.923241e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.016631e+00 4.605544e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.062687e+00 5.970149e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.083156e+00 9.381663e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.120682e+00 1.620469e-01 1.620469e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.256111e+00 7.148587e-02 8.510988e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.167488e+00 4.425532e-02 5.617720e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.014185e+00 4.595395e-02 6.468784e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.647114e-01 2.723404e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.628975e-01 2.553191e-02 2.723754e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.253388e-01 2.553191e-02 2.383328e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.741631e-01 2.553191e-02 2.723754e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.842641e-01 3.234043e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.369182e-01 2.723404e-02 2.552842e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.674446e-01 3.063480e-02 2.893617e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.006482e+00 4.085456e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.001263e+00 3.914544e-02 3.914544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.014769e+00 3.744331e-02 4.254970e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.050402e+00 5.276596e-02 5.106732e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.108162e+00 7.829787e-02 7.659924e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159114e+00 1.259574e-01 1.259609e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.201555e+00 2.025497e-01 2.059574e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.211915e+00 3.574468e-02 9.531915e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.142128e+00 4.085106e-02 6.127660e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.011064e+00 2.893617e-02 5.446809e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.463830e-01 2.893617e-02 3.574468e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.634043e-01 2.893617e-02 2.553191e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.480851e-01 2.893617e-02 2.723404e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.055319e-01 3.063830e-02 3.063830e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.055319e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.497872e-01 2.723404e-02 2.553191e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.753191e-01 3.063830e-02 3.063830e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.009362e+00 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.017872e+00 4.085106e-02 4.085106e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.031489e+00 4.085106e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.055319e+00 5.276596e-02 5.276596e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.092766e+00 7.829787e-02 8.000000e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.120000e+00 1.191489e-01 1.191489e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.142128e+00 1.957447e-01 1.957447e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.162553e+00 3.404255e-02 7.829787e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.113191e+00 3.914894e-02 4.595745e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016170e+00 2.893617e-02 4.085106e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.872340e-01 3.063830e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.770213e-01 2.723404e-02 2.723404e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.259574e-01 2.382979e-02 2.553191e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.936170e-01 3.063830e-02 2.893617e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.106383e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.514894e-01 2.382979e-02 2.723404e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.531915e-01 2.893617e-02 3.234043e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.736170e-01 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.736170e-01 3.914894e-02 3.914894e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.838298e-01 3.914894e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.021277e+00 5.446809e-02 5.106383e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.089362e+00 7.829787e-02 7.829787e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159149e+00 1.242553e-01 1.276596e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.222128e+00 2.110638e-01 2.076596e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.166738e+00 3.582090e-02 6.311301e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.069510e+00 3.582090e-02 3.752665e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.671642e-01 2.899787e-02 4.264392e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.552239e-01 2.899787e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.808102e-01 2.729211e-02 2.899787e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.620469e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.279318e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.432836e-01 2.899787e-02 2.729211e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.240938e-02 3.240938e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.961620e-01 4.093817e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.961620e-01 4.093817e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.011514e+00 4.093817e-02 4.093817e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.060981e+00 5.458422e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.122388e+00 8.017058e-02 8.187633e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.173561e+00 1.313433e-01 1.330490e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.219616e+00 2.149254e-01 2.149254e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.130917e+00 3.411514e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.078038e+00 3.923241e-02 3.923241e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002985e+00 3.582090e-02 4.093817e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.009808e+00 3.070362e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 1.014925e+00 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.637527e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.057569e-01 3.411514e-02 3.582090e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.211087e-01 3.582090e-02 3.752665e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.756930e-01 3.582090e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 4.434968e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.569296e-01 4.093817e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.535181e-01 4.093817e-02 3.923241e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.671642e-01 5.799574e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.995736e-01 8.017058e-02 7.846482e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.030277e+00 1.228145e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.059275e+00 1.978678e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d09-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.115565e+00 6.993603e-02 5.117271e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.052452e+00 4.093817e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.773987e-01 3.411514e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.466951e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.654584e-01 3.070362e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.808102e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.535181e-01 3.923241e-02 3.923241e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.535181e-01 3.752665e-02 3.923241e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.458422e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.825160e-01 4.776119e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.791045e-01 4.605544e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030277e+00 6.652452e-02 6.652452e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 9.211087e-02 9.381663e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.141151e+00 1.535181e-01 1.518124e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.178678e+00 2.422175e-01 2.439232e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.274200e+00 4.093817e-02 7.505330e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.229851e+00 4.946695e-02 4.946695e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.052452e+00 2.558635e-02 3.240938e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.046908e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.245203e-01 2.388060e-02 1.876333e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.046908e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.194030e-01 2.388060e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.432836e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.705757e-01 2.388060e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.023454e+00 2.899787e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.086567e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.287846e-02 5.287846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.153092e+00 7.846482e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.175267e+00 1.364606e-01 1.364606e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.168443e+00 3.752665e-02 6.993603e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.062687e+00 3.923241e-02 4.093817e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.944563e-01 3.240938e-02 3.240938e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.637527e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.582090e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.654584e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.501066e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.245203e-01 3.582090e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.654584e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.018337e+00 5.117271e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.026866e+00 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.045629e+00 6.140725e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.076333e+00 7.505330e-02 7.675906e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.113859e+00 9.211087e-02 9.211087e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.139446e+00 1.347548e-01 1.347548e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.166738e+00 2.081023e-01 2.081023e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.110448e+00 3.752665e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.096802e+00 4.264392e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.047335e+00 3.582090e-02 3.752665e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.014925e+00 3.240938e-02 3.240938e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.876333e-01 3.923241e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.535181e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.620469e-01 3.582090e-02 3.752665e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.944563e-01 4.434968e-02 4.264392e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.773987e-01 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.893390e-01 5.970149e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.978678e-01 7.505330e-02 7.505330e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.028571e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.055864e+00 1.296375e-01 1.279318e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.086567e+00 1.995736e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.219616e+00 3.752665e-02 1.057569e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.147974e+00 4.264392e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 3.070362e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.705757e-01 2.729211e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.552239e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.381663e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.108742e-01 3.070362e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.955224e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.466951e-01 3.240938e-02 3.240938e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.893390e-01 4.093817e-02 3.923241e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.037100e+00 5.117271e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.050746e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.059275e+00 5.970149e-02 5.799574e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.064392e+00 7.334755e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.088273e+00 8.528785e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.110448e+00 1.194030e-01 1.159915e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.132623e+00 1.791045e-01 1.808102e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.155260e+00 3.582090e-02 7.846482e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.112504e+00 3.923241e-02 4.434618e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.028810e+00 3.411164e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.775248e-01 2.899787e-02 2.900137e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603552e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.329510e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.021353e-01 3.070362e-02 2.900137e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.952002e-01 2.729211e-02 2.900137e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.377320e-01 3.582790e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.683235e-01 4.093466e-02 3.753366e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.012561e+00 4.946345e-02 4.946345e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.012449e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.012337e+00 5.799574e-02 5.799223e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.025871e+00 7.334405e-02 7.163829e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.063286e+00 8.528434e-02 8.528434e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.093877e+00 1.211122e-01 1.211052e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.122763e+00 1.825230e-01 1.825160e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.244456e+02 3.275202e+00 1.401034e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.342479e+01 3.063304e+00 1.191336e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.783690e+01 -9.106933e-01 1.019583e+01
+4.504913e-02 5.160577e-03 5.160577e-03 5.230361e+01 1.376544e+00 6.669661e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.900484e+01 7.724681e-01 4.681564e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.908743e+01 5.760596e-01 3.059659e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.140429e+01 7.018247e-01 1.782993e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.463669e+01 2.898711e-01 1.009205e+00
+1.423585e-01 1.630780e-02 1.630780e-02 9.876280e+00 2.599273e-01 3.348113e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.575859e+00 8.710982e-02 1.328623e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.123346e+00 1.085196e-01 8.331038e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.418742e+00 1.859899e-01 6.537792e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.372305e+00 1.552026e-01 1.842285e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.998090e-01 1.113856e-01 1.891564e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.081782e-01 6.576581e-02 1.905977e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.089092e-01 2.605038e-02 1.065608e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.365577e-02 6.248428e-03 3.016540e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.187356e+02 3.893219e+00 1.336750e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.656341e+01 2.541389e+00 1.231359e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.249286e+01 1.907892e+00 9.244157e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.478651e+01 1.441890e+00 6.986275e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.004730e+01 7.931134e-01 4.806685e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.888560e+01 7.602210e-01 2.826275e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.083480e+01 5.483375e-01 1.886550e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.482880e+01 3.902695e-01 1.022451e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027637e+01 2.035175e-01 3.483745e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.796776e+00 2.228594e-01 1.837150e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.094734e+00 1.342622e-01 1.106795e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.338743e+00 2.225942e-01 9.546125e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.300637e+00 1.470973e-01 6.214497e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.501266e-01 1.034778e-01 2.653644e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.843967e-01 5.919420e-02 1.160832e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.011772e-01 2.420095e-02 5.543506e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.197634e-02 5.804825e-03 1.672435e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.179117e+02 6.124809e+00 1.327474e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.213275e+01 1.824635e+00 1.174860e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.962936e+01 1.832529e+00 8.879009e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.192533e+01 1.028351e+00 6.621424e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.924259e+01 1.032800e+00 4.418011e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.985601e+01 7.857607e-01 3.140504e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.124948e+01 5.592512e-01 1.924098e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.492360e+01 2.955531e-01 1.028987e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.020506e+01 2.021053e-01 4.165434e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.615941e+00 1.741206e-01 1.336722e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.176233e+00 1.369344e-01 8.437893e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.433485e+00 2.316114e-01 3.266893e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317709e+00 1.490280e-01 3.561730e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.719677e-01 1.069542e-01 2.742793e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.978973e-01 6.357184e-02 1.842393e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.066892e-01 2.497636e-02 8.119222e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.332861e-02 6.276094e-03 2.626383e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y07
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.066577e+02 6.212212e+00 1.280162e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.790538e+01 3.447352e+00 1.120953e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.960879e+01 2.282401e+00 9.401452e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.402882e+01 1.421949e+00 6.889657e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.083230e+01 1.074639e+00 4.596984e+00
+7.137813e-02 8.176681e-03 8.176681e-03 3.024788e+01 5.990417e-01 3.181725e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.240712e+01 4.437600e-01 2.028920e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.594787e+01 3.158383e-01 1.099611e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.068950e+01 2.116994e-01 3.623800e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.838205e+00 1.799702e-01 1.848348e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.038105e+00 1.062762e-01 1.368940e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.384587e+00 1.979918e-01 4.817952e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317319e+00 1.411679e-01 4.465785e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.497426e-01 9.976180e-02 3.559943e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.749091e-01 5.576312e-02 1.895508e-02
+7.127862e-01 8.165282e-02 8.165282e-02 9.586503e-02 2.293031e-02 6.609927e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.041012e-02 5.590079e-03 2.911602e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.331441e+02 7.754895e+00 1.498964e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.026568e+02 4.025851e+00 1.309060e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.066843e+01 2.771377e+00 9.544568e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.234998e+01 1.377765e+00 6.283318e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.903943e+01 1.027453e+00 4.685715e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.834701e+01 9.294696e-01 2.773578e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.990822e+01 5.239513e-01 1.802649e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.398162e+01 2.768978e-01 9.640374e-01
+1.423585e-01 1.630780e-02 1.630780e-02 9.819346e+00 1.944664e-01 3.328812e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.581690e+00 1.303465e-01 1.329801e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.210386e+00 1.380543e-01 1.138056e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.469800e+00 2.201174e-01 8.372756e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.355327e+00 1.532825e-01 5.532082e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.865579e-01 1.092765e-01 3.761654e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.064016e-01 6.698836e-02 2.331766e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.097350e-01 2.735386e-02 1.073688e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.399460e-02 6.802620e-03 3.059747e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.304687e+02 4.277936e+00 1.468843e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.012670e+02 4.617929e+00 1.291338e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.159598e+01 2.347559e+00 9.129789e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.268464e+01 1.727476e+00 6.718249e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.902789e+01 1.279685e+00 4.393840e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.852822e+01 9.354114e-01 2.583174e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.057704e+01 6.747001e-01 1.714082e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435530e+01 5.629662e-01 8.878261e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.014923e+01 2.009996e-01 3.440644e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.757594e+00 1.778487e-01 1.365342e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.209143e+00 1.650683e-01 8.504386e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.485588e+00 2.063779e-01 1.187624e-01
+3.573889e-01 4.094048e-02 4.094048e-02 1.391550e+00 1.491226e-01 6.648879e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.909468e-01 1.099750e-01 3.785701e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.002448e-01 6.407281e-02 2.070198e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.061055e-01 2.591624e-02 8.838669e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.289364e-02 6.270284e-03 2.577413e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d05-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.236551e+02 4.054525e+00 1.392134e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.791759e+01 3.210618e+00 1.322487e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.157483e+01 1.417498e+00 9.666987e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.302143e+01 7.023702e-01 6.761196e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.927738e+01 5.203041e-01 4.714276e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.833027e+01 3.752886e-01 2.980014e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.029846e+01 2.688919e-01 1.837985e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435106e+01 1.901072e-01 9.895102e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.007880e+01 1.996048e-01 3.416769e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.666107e+00 1.320184e-01 4.459623e-02
+2.255601e-01 2.583891e-02 2.583891e-02 4.124564e+00 1.085517e-01 8.333499e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.435643e+00 2.170732e-01 6.583475e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.336583e+00 1.432322e-01 4.531088e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.636541e-01 9.813965e-02 3.636164e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.942117e-01 5.967849e-02 1.819599e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.053693e-01 2.520366e-02 7.265247e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.273478e-02 6.116337e-03 2.224457e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.241791e+00 7.675906e-02 1.006397e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.166738e+00 4.264392e-02 5.287846e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016631e+00 3.240938e-02 5.458422e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.688699e-01 2.729211e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.240938e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.347548e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.869936e-01 2.899787e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.801706e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.038806e+00 5.117271e-02 5.628998e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.035394e+00 4.264392e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.628998e-02 5.628998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.054158e+00 7.164179e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.105330e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147974e+00 1.211087e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.185501e+00 1.859275e-01 1.842217e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.060427e+00 4.835147e-02 8.066197e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.593731e-01 2.489908e-02 1.025427e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.259578e-01 1.723710e-02 8.310537e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.667265e-01 7.252761e-03 5.794086e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.591359e-01 5.126359e-03 3.696700e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.782902e-01 3.528005e-03 2.408011e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.178563e-01 1.559283e-03 1.326631e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.738958e-02 2.035503e-03 5.333266e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.598072e-02 9.133926e-04 1.240207e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521855e-02 6.654947e-04 5.079481e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.243175e-02 9.574827e-04 3.342430e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.363267e-03 7.931078e-04 2.186336e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.807938e-03 3.667662e-04 8.628876e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.139845e-04 1.011103e-04 2.850976e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.082172e+00 5.620095e-02 9.787647e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.801294e-01 2.557122e-02 1.053703e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.296360e-01 1.736623e-02 7.960729e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.668349e-01 9.650499e-03 5.796512e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.609467e-01 6.862007e-03 3.722532e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.795361e-01 3.552658e-03 2.425180e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.210777e-01 2.392569e-03 1.363344e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.845215e-02 2.063451e-03 5.969866e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.755382e-02 1.250762e-03 1.283729e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.625567e-02 6.905772e-04 7.092315e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.320452e-02 9.352602e-04 4.462671e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.658793e-03 8.367019e-04 1.916401e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.894893e-03 3.844063e-04 6.401896e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.281454e-04 1.045780e-04 2.643361e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.104364e+00 5.735343e-02 9.192080e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.961270e-01 3.122142e-02 1.075209e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.369019e-01 2.104972e-02 8.069251e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.620846e-01 9.531441e-03 5.720043e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.575661e-01 6.777314e-03 3.673977e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.772102e-01 3.509545e-03 2.392862e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.187150e-01 2.349131e-03 1.424954e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.640959e-02 5.116008e-04 5.806624e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.662557e-02 9.223709e-04 1.259206e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.608890e-02 5.165326e-04 5.263710e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.312064e-02 1.090481e-03 3.533672e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.660499e-03 8.371427e-04 1.527418e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.882857e-03 3.919056e-04 7.680944e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.197903e-04 1.025337e-04 2.001843e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y07
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 8.965473e-01 5.225189e-02 6.813706e-02
+3.111899e+00 4.448028e-01 4.448028e-01 6.593723e-01 3.008951e-02 8.899713e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.149349e-01 2.019401e-02 7.739433e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.837967e-01 1.258431e-02 5.768189e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.803887e-01 5.549865e-03 3.999882e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.968113e-01 3.896657e-03 2.658035e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.292349e-01 3.399843e-03 1.454873e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.099143e-02 2.130680e-03 6.162607e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.812075e-02 9.556399e-04 1.296824e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.535725e-02 5.037137e-04 3.388350e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.200991e-02 8.507102e-04 2.413540e-04
+5.534942e+01 7.911430e+00 7.911430e+00 4.978086e-03 7.077219e-04 1.342134e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.601571e-03 3.163608e-04 5.425715e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.642952e-04 8.897284e-05 3.564403e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 9.459489e-01 4.325784e-02 7.187449e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.145097e-01 1.887859e-02 9.104548e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.254914e-01 1.045023e-02 8.297726e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.591449e-01 9.489235e-03 5.670582e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.712768e-01 5.399230e-03 4.075002e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.878920e-01 4.961367e-03 2.536145e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.242034e-01 2.469984e-03 1.397227e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.835897e-02 1.556576e-03 5.958534e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.718170e-02 1.244826e-03 1.594579e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.453306e-02 8.064037e-04 8.285659e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.233818e-02 1.025829e-03 3.321522e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.430447e-03 7.722152e-04 1.834990e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.818430e-03 3.784792e-04 6.142513e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.163868e-04 1.037901e-04 1.986344e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.004750e+00 3.951620e-02 7.635434e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.243160e-01 1.914163e-02 9.773978e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.291663e-01 1.741090e-02 7.948227e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.789345e-01 1.001624e-02 5.689755e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.677624e-01 7.077663e-03 4.021522e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.793769e-01 4.739450e-03 2.285234e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.209704e-01 2.409665e-03 1.450587e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.943441e-02 2.100092e-03 6.034579e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.719565e-02 1.552090e-03 1.270539e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.470449e-02 4.918296e-04 4.967490e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.177903e-02 9.069066e-04 4.795554e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.081699e-03 7.514702e-04 1.368319e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.724473e-03 3.498034e-04 7.018781e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.975142e-04 1.010757e-04 2.174937e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d02-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.053074e+00 6.126362e-02 8.781754e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.441141e-01 1.966889e-02 1.004161e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.188399e-01 1.032933e-02 7.792454e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.641837e-01 7.244369e-03 5.471781e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.642935e-01 5.231284e-03 3.971971e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.867538e-01 6.123468e-03 2.241166e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.226306e-01 4.020272e-03 1.471801e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.685256e-02 2.021796e-03 5.845833e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.627465e-02 6.119756e-04 1.249995e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521109e-02 3.334131e-04 5.089479e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.276400e-02 1.060055e-03 1.705583e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.617896e-03 7.987359e-04 1.513988e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.893773e-03 3.941608e-04 7.715558e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.222240e-04 1.031406e-04 2.607554e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.188034e+00 4.957265e-02 9.059829e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.164103e+00 5.982906e-02 9.572650e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.063248e+00 2.735043e-02 3.760684e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.470085e-01 3.760684e-02 4.615385e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.384615e-01 2.564103e-02 2.564103e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.350427e-01 3.076923e-02 3.076923e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.247863e-01 2.735043e-02 2.905983e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.333333e-01 3.247863e-02 3.247863e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.367521e-01 3.247863e-02 2.905983e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.675214e-01 3.418803e-02 3.589744e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.931624e-01 3.760684e-02 3.931624e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.005128e+00 3.760684e-02 4.102564e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.032479e+00 5.128205e-02 5.128205e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.073504e+00 5.470085e-02 5.811966e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.121368e+00 7.521368e-02 7.350427e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.152137e+00 1.128205e-01 1.128205e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.172650e+00 1.726496e-01 1.743590e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.147503e+00 3.751966e-02 7.675557e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.149320e+00 4.093817e-02 5.969800e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.045381e+00 2.729211e-02 3.240589e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.738509e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.466706e-01 2.558635e-02 2.558635e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.280192e-01 3.069663e-02 3.240589e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.161907e-01 2.899787e-02 2.899437e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.231256e-01 2.899787e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.283547e-01 3.069663e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.608759e-01 3.582090e-02 3.582439e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.797511e-01 3.923241e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.798665e-01 3.752665e-02 3.752316e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.816806e-01 4.946695e-02 4.776119e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.019319e+00 5.629347e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.085955e+00 7.164179e-02 7.164878e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147478e+00 1.125835e-01 1.091649e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.197057e+00 1.756965e-01 1.773917e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.228145e+00 4.605544e-02 7.505330e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.163326e+00 4.264392e-02 7.505330e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.054158e+00 2.558635e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.773987e-01 2.899787e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.558635e-02 2.388060e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.040512e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.023454e-01 2.729211e-02 2.729211e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.125800e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.159915e-01 2.899787e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.411514e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 3.752665e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011514e+00 3.923241e-02 3.582090e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.117271e-02 5.117271e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.057569e+00 5.628998e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 7.334755e-02 7.334755e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.134328e+00 1.108742e-01 1.091684e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.163326e+00 1.705757e-01 1.688699e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.078038e+00 3.923241e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.081450e+00 6.481876e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.021748e+00 3.582090e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.535181e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603412e-01 3.411514e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.791045e-01 3.923241e-02 4.093817e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.705757e-01 3.752665e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.552239e-01 4.264392e-02 4.264392e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.398721e-01 3.923241e-02 4.093817e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.876333e-01 4.605544e-02 4.434968e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.020043e+00 4.605544e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.808102e-01 4.264392e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.484009e-01 5.628998e-02 6.652452e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.002985e+00 6.481876e-02 6.311301e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.091684e+00 8.187633e-02 8.017058e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.163326e+00 1.364606e-01 1.313433e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.216205e+00 2.063966e-01 2.046908e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.158209e+00 4.434968e-02 5.458422e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.107036e+00 3.923241e-02 6.823028e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 2.729211e-02 2.729211e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.586354e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.729211e-02 2.729211e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.330490e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.552239e-01 3.240938e-02 2.899787e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.569296e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.330490e-01 3.240938e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.501066e-01 3.582090e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.722814e-01 3.923241e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.705757e-01 3.752665e-02 3.752665e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.859275e-01 4.946695e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.045629e+00 5.799574e-02 5.799574e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.124094e+00 7.675906e-02 7.505330e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.194030e+00 1.211087e-01 1.194030e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.245203e+00 1.927505e-01 1.893390e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d03-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.085912e+00 5.288197e-02 5.287846e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.102858e+00 4.093116e-02 5.629348e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.031104e+00 2.899787e-02 3.070713e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.917593e-01 3.411514e-02 3.411514e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.745897e-01 3.240938e-02 3.241639e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.301279e-01 3.582440e-02 3.752315e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.197813e-01 3.240938e-02 3.240938e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.401383e-01 3.582090e-02 3.753016e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.349089e-01 3.752665e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.825580e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.002915e+00 4.264042e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.601590e-01 4.264392e-02 4.264392e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.446951e-01 5.116921e-02 4.946345e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.445830e-01 5.629348e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.768803e-01 6.993603e-02 7.163829e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.016001e+00 1.142892e-01 1.159880e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.050004e+00 1.773952e-01 1.756965e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d07-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.098448e+00 5.287496e-02 5.288897e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.050575e+00 4.435669e-02 4.605894e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002701e+00 3.923241e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.599454e-01 3.752665e-02 3.923591e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.615390e-01 4.093466e-02 4.264392e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.904248e-01 3.923241e-02 3.752665e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.459631e-01 3.582090e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.339107e-01 3.581739e-02 3.582090e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.593849e-01 3.923241e-02 3.922891e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.729189e-01 4.776470e-02 4.776119e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.027391e+00 5.628998e-02 5.798873e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011927e+00 5.458072e-02 5.628648e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.004992e+00 6.310950e-02 6.140375e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030463e+00 8.187283e-02 8.358559e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.079818e+00 1.057639e-01 1.074627e-01
+7.127862e-01 8.165282e-02 8.165282e-02 1.113821e+00 1.466951e-01 1.466986e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.151239e+00 2.115104e-01 2.115069e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.790918e+01 5.710681e+00 1.103967e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.509899e+01 3.886142e+00 1.215859e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.217656e+01 1.638725e+00 9.838882e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.697088e+01 9.315663e-01 7.432720e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.478011e+01 6.897885e-01 5.235545e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.592585e+01 5.141834e-01 3.704177e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.932570e+01 3.832836e-01 2.614183e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.412009e+01 2.800415e-01 1.697366e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.011206e+01 2.005510e-01 7.707017e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.050866e+00 1.398387e-01 2.882233e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.660639e+00 1.228358e-01 6.265923e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.881701e+00 9.462277e-02 9.783527e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.677849e+00 1.700146e-01 5.696385e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.897284e-01 1.164098e-01 4.257467e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.239970e-01 9.281664e-02 2.326541e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.653749e-01 4.534985e-02 1.260422e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.988227e-02 1.035101e-02 3.908159e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.331657e+01 3.064118e+00 1.191787e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.442275e+01 3.315480e+00 1.270839e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.293056e+01 2.066371e+00 9.473111e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.536950e+01 1.489741e+00 7.179315e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.473489e+01 9.154726e-01 5.496484e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.677120e+01 7.055816e-01 3.824956e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.995584e+01 5.259560e-01 2.548648e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.438707e+01 2.853365e-01 1.729460e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.030326e+01 2.043430e-01 8.595642e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.088877e+00 1.405926e-01 2.897771e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.654580e+00 1.226761e-01 9.418145e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.877955e+00 9.449976e-02 9.770807e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.664516e+00 1.485528e-01 6.804160e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.005179e-01 1.125776e-01 4.309096e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.320139e-01 9.457160e-02 2.370531e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.673804e-01 4.589980e-02 1.155823e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.009728e-02 1.040681e-02 3.345172e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.013512e+01 2.959653e+00 1.083508e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.319450e+01 2.731753e+00 1.188648e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.160228e+01 8.172153e-01 9.273161e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.653705e+01 9.229621e-01 7.364069e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.492214e+01 4.632769e-01 5.256926e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.655846e+01 3.523243e-01 3.592557e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.927548e+01 -2.591462e-01 2.901591e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.427274e+01 1.893421e-01 1.715716e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.015336e+01 1.346944e-01 7.738492e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.032545e+00 1.853497e-01 2.387586e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.556335e+00 1.496106e-01 9.219355e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.798460e+00 7.375621e-02 7.575275e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.586439e+00 1.607521e-01 6.484998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.525655e-01 1.065829e-01 4.079638e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.145081e-01 8.857027e-02 2.274473e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.649452e-01 4.523201e-02 1.257147e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.085543e-02 1.120356e-02 3.704978e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.122817e+01 2.404409e+00 1.096648e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.035814e+01 2.638619e+00 1.148123e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.070604e+01 1.203974e+00 9.138247e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.585999e+01 1.208686e+00 6.903430e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.464463e+01 6.871017e-01 5.482202e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.670163e+01 5.295694e-01 3.815017e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.044277e+01 6.712534e-01 2.765290e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.473812e+01 3.884379e-01 1.771660e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027649e+01 2.038120e-01 8.573306e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.976660e+00 1.383670e-01 3.338423e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.550411e+00 9.024761e-02 6.117730e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.776222e+00 7.317011e-02 7.515078e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.594991e+00 1.616187e-01 5.415078e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.803646e-01 1.151846e-01 2.383097e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.337782e-01 9.721272e-02 1.472700e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.726133e-01 4.816855e-02 7.056039e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.275476e-02 1.151651e-02 1.747717e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.579548e+01 2.261225e+00 1.031342e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.025367e+01 2.115165e+00 1.146631e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.103330e+01 1.608594e+00 9.187511e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.767258e+01 1.565364e+00 7.543757e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.601395e+01 9.491834e-01 5.978348e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.684558e+01 7.075421e-01 3.631396e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.987811e+01 5.239073e-01 2.538721e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.452370e+01 2.880463e-01 1.745884e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.033189e+01 2.049108e-01 7.874559e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.204143e+00 1.898724e-01 2.944889e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.698784e+00 1.542880e-01 1.595262e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.754161e+00 9.043490e-02 7.455359e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.540613e+00 1.374949e-01 6.297673e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.007524e-01 1.047684e-01 3.831705e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.790563e-01 8.297872e-02 2.079944e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.478463e-01 4.054308e-02 1.126826e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.613439e-02 9.378283e-03 3.540894e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.454726e+01 3.860946e+00 1.079790e+01
+2.843201e-02 3.257012e-03 3.257012e-03 7.803692e+01 2.562400e+00 1.174711e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.054830e+01 1.988148e+00 9.114502e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.574082e+01 9.071707e-01 7.238074e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.548999e+01 9.353739e-01 5.615971e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.809361e+01 7.404350e-01 3.800216e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.080222e+01 5.482632e-01 2.813912e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.469983e+01 2.915394e-01 1.767056e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.031846e+01 2.046444e-01 8.608319e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.194778e+00 1.896255e-01 3.442795e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.755765e+00 1.561590e-01 1.614607e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.806236e+00 9.214482e-02 7.596323e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.538610e+00 1.742486e-01 9.529994e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.435928e-01 1.103735e-01 2.283558e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.184446e-01 9.160117e-02 2.002312e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.676272e-01 4.677715e-02 8.021183e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.151975e-02 1.138573e-02 4.068618e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y07
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d01-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 7.793547e+01 3.559011e+00 9.953482e+00
+2.843201e-02 3.257012e-03 3.257012e-03 7.241619e+01 2.843954e+00 1.090101e+01
+3.578878e-02 4.099764e-03 4.099764e-03 5.887585e+01 1.551732e+00 8.862743e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.754871e+01 1.253194e+00 7.893129e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.689271e+01 9.723441e-01 5.553561e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.862480e+01 7.544350e-01 4.089790e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.148050e+01 5.661401e-01 2.743370e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.548627e+01 5.085031e-01 1.746141e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.094333e+01 1.451741e-01 9.129625e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.330815e+00 2.407127e-01 2.996669e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.624402e+00 1.218807e-01 9.357083e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.840267e+00 7.485806e-02 5.747037e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.610138e+00 1.534592e-01 5.466505e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.368892e-01 1.094964e-01 4.004625e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.831542e-01 8.187072e-02 1.833443e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.445375e-01 3.963573e-02 7.931011e-03
+8.972195e-01 1.027805e-01 1.027805e-01 3.416576e-02 8.867348e-03 5.143066e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.203480e+00 3.403537e-02 6.296795e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.162769e+00 3.404974e-02 4.595026e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.035249e+00 2.553191e-02 2.723404e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.690062e-01 2.042553e-02 2.042194e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.385079e-01 2.212407e-02 2.382979e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.080061e-01 2.212766e-02 2.553551e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.234653e-01 2.382979e-02 2.553191e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.508394e-01 2.383697e-02 2.212407e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.680007e-01 2.553191e-02 2.553191e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.868642e-01 3.403896e-02 3.404614e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.019345e+00 4.085465e-02 4.084747e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.060336e+00 5.106383e-02 5.106742e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.111540e+00 8.000000e-02 7.829428e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.154233e+00 1.412766e-01 1.429751e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.120607e+00 3.411514e-02 3.923241e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.096590e+00 2.558995e-02 2.558276e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.028220e+00 2.388060e-02 2.387701e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.922586e-01 2.388419e-02 2.387701e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.545919e-01 2.217484e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.066906e-01 2.387701e-02 2.387701e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.389599e-01 2.900146e-02 2.559354e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.797581e-01 2.558635e-02 2.899787e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.762101e-01 3.412232e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.624204e-01 2.900146e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.759300e-01 3.923600e-02 3.752665e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.011607e+00 5.799574e-02 5.629357e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066051e+00 7.846123e-02 7.846841e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.091501e+00 1.381699e-01 1.279354e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.287846e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.127505e+00 2.558635e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.014925e+00 2.217484e-02 2.217484e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.217484e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.449893e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.449893e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.535181e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.501066e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.552239e-01 3.070362e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.876333e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.055864e+00 4.093817e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125800e+00 5.970149e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.173561e+00 7.846482e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171855e+00 1.279318e-01 1.296375e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.054158e+00 3.411514e-02 3.582090e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.076333e+00 2.729211e-02 2.899787e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.026866e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.381663e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.688699e-01 2.729211e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.501066e-01 2.729211e-02 2.729211e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.620469e-01 2.729211e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688699e-01 3.240938e-02 3.240938e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.411514e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.620469e-01 3.411514e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.020043e+00 4.776119e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.083156e+00 6.652452e-02 6.823028e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.118977e+00 9.211087e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.144563e+00 1.449893e-01 1.484009e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.240010e+00 3.411514e-02 7.847202e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.209166e+00 4.777919e-02 5.289646e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.048684e+00 2.558995e-02 3.071082e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.496136e-01 2.046548e-02 2.388420e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.170639e-01 2.046908e-02 2.046908e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.981602e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.184889e-01 2.046908e-02 2.217844e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.439349e-01 2.387700e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.659694e-01 2.899787e-02 3.071082e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.025531e+00 2.728851e-02 2.729571e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.088507e+00 4.093457e-02 4.093457e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125893e+00 5.458782e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.164985e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158022e+00 1.245239e-01 1.245167e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.458422e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117271e+00 2.217484e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.002985e+00 2.388060e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.518124e-01 1.876333e-02 2.217484e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.518124e-01 2.729211e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.398721e-01 2.388060e-02 2.388060e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.484009e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.586354e-01 2.388060e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.739872e-01 2.729211e-02 2.558635e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.062687e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.628998e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.154797e+00 8.187633e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158209e+00 1.381663e-01 1.381663e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.190618e+00 3.411514e-02 6.140725e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.151386e+00 3.240938e-02 4.434968e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.023454e+00 1.876333e-02 3.070362e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.620469e-01 2.388060e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.211087e-01 2.217484e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.023454e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.159915e-01 2.217484e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.518124e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.518124e-01 3.240938e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.825160e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.025160e+00 3.923241e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.071215e+00 5.458422e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.124094e+00 7.505330e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.146269e+00 1.262260e-01 1.279318e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.215226e+00 3.240938e-02 9.040152e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.184663e+00 3.582449e-02 5.627918e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.032991e+00 2.217484e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.649042e-01 2.047268e-02 2.217124e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.360431e-01 2.216764e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.140086e-01 2.217124e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.431468e-01 2.217844e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.705793e-01 2.388420e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.826599e-01 3.071082e-02 3.070003e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.033973e+00 2.728851e-02 3.411874e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.093817e-02 3.922881e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.138305e+00 5.629358e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.184497e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.189755e+00 1.245203e-01 1.228109e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.134328e+00 3.070362e-02 4.093817e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.095096e+00 2.217484e-02 2.388060e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.038806e+00 2.558635e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.002985e+00 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.739872e-01 2.729211e-02 2.558635e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.194030e-01 2.558635e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.364606e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.756930e-01 2.729211e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.876333e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.773987e-01 3.752665e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.910448e-01 4.264392e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.016631e+00 5.117271e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.076333e+00 8.017058e-02 8.187633e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.125800e+00 1.603412e-01 1.415778e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y01
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.253731e+00 3.070362e-02 7.334755e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.258849e+00 6.140725e-02 5.287846e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.100213e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.671642e-01 2.046908e-02 3.070362e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.381663e-01 2.388060e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.108742e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.313433e-01 2.388060e-02 2.388060e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.671642e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.020043e+00 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.078038e+00 4.776119e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.115565e+00 6.311301e-02 6.140725e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.146269e+00 9.040512e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.151386e+00 1.603412e-01 1.603412e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d10-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.237404e+00 3.582090e-02 9.039072e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.196606e+00 3.070362e-02 5.456263e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.041519e+00 2.388060e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.683121e-01 1.876333e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.445719e-01 2.046548e-02 2.217844e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.088913e-01 2.217484e-02 2.046548e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.295008e-01 2.558276e-02 2.557916e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688735e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.928945e-01 2.559355e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.047619e+00 3.412234e-02 3.581730e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.434608e-02 4.265112e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.119542e+00 5.287487e-02 5.458422e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.169145e+00 8.186914e-02 8.188713e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.235810e+00 1.466951e-01 1.449929e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y03
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.200853e+00 3.070362e-02 6.311301e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.188913e+00 4.264392e-02 4.605544e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.072921e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.739872e-01 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.484009e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.091684e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.245203e-01 2.558635e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569296e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.070362e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.026866e+00 4.434968e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.057569e+00 5.628998e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.103625e+00 9.211087e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.161620e+00 1.671642e-01 1.654584e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y02
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.273468e+00 2.729223e-02 9.553361e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.242624e+00 4.093835e-02 5.970536e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.083848e+00 2.900160e-02 2.900160e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.711271e-01 2.046918e-02 2.388790e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.419923e-01 2.388070e-02 2.216774e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.009136e-01 2.217854e-02 2.047277e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.161251e-01 2.388070e-02 2.388070e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569231e-01 2.388430e-02 2.558287e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.926039e-01 2.899800e-02 2.899800e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.045342e+00 3.922899e-02 3.923259e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.081023e+00 4.434628e-02 4.776141e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.099646e+00 6.140753e-02 6.140393e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.133625e+00 9.211129e-02 9.381345e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171011e+00 1.671649e-01 1.654592e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y05
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.138462e+00 3.076923e-02 3.931624e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117949e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.066667e+00 2.735043e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.006838e+00 2.393162e-02 2.393162e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.794872e-01 2.735043e-02 2.905983e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.264957e-01 2.393162e-02 2.564103e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.452991e-01 2.905983e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.846154e-01 3.076923e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.829060e-01 3.247863e-02 3.247863e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.794872e-01 3.931624e-02 3.760684e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.013675e+00 5.128205e-02 5.128205e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.034188e+00 6.324786e-02 6.153846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.056410e+00 9.401709e-02 9.401709e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.037607e+00 1.589744e-01 1.589744e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y04
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.193162e+00 3.076923e-02 5.641026e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.147009e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.039316e+00 2.564103e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.555556e-01 2.222222e-02 2.222222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.487179e-01 2.564103e-02 2.564103e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.418803e-01 2.393162e-02 2.222222e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.470085e-01 2.735043e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.606838e-01 2.735043e-02 2.564103e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.743590e-01 3.076923e-02 3.076923e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.008547e+00 3.931624e-02 4.102564e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.054701e+00 4.786325e-02 4.957265e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.105983e+00 6.324786e-02 6.495726e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.145299e+00 9.743590e-02 9.572650e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.131624e+00 1.623932e-01 1.606838e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y06
+Path=/REF/ATLAS_2014_I1300152_4MOMSUB/d08-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.061538e+00 2.905983e-02 3.076923e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.083761e+00 3.076923e-02 3.247863e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.046154e+00 3.418803e-02 3.247863e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.264957e-01 2.735043e-02 3.760684e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.641026e-01 2.735043e-02 2.735043e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.452991e-01 2.735043e-02 3.076923e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.692308e-01 3.418803e-02 2.905983e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.709402e-01 3.247863e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.777778e-01 3.418803e-02 3.418803e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.692308e-01 4.444444e-02 4.444444e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.011966e+00 5.470085e-02 5.299145e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.046154e+00 6.666667e-02 6.666667e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066667e+00 1.008547e-01 9.914530e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.082051e+00 1.692308e-01 1.675214e-01
+END YODA_SCATTER2D
+
Index: trunk/code/ATLAS_CONF_2014_025.cc
===================================================================
--- trunk/code/ATLAS_CONF_2014_025.cc (revision 451)
+++ trunk/code/ATLAS_CONF_2014_025.cc (revision 452)
@@ -1,204 +1,203 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class ATLAS_CONF_2014_025 : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
ATLAS_CONF_2014_025()
: Analysis("ATLAS_CONF_2014_025")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_centedges += 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8;
_centloweredges += 0.0, 0.01, 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6;
_centupperedges += 0.01, 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.8;
_yloweredges1 += 0.0, 0.3, 0.8, 1.2, 0.0;
_yupperedges1 += 0.3, 0.8, 1.2, 2.1, 2.1;
_yloweredges2 += 0.3, 1.2, 0.0;
_yupperedges2 += 0.8, 2.1, 2.1;
_ptedges += 63., 80., 100., 126., 158.;
_deltay1 += 0.6, 1.0, 0.8, 1.8, 4.2;
_deltay2 += 1.0, 1.8, 4.2;
_deltapt += 17., 20., 26., 32.;
_ncentbins1 = 8;
_ncentbins2 = 9;
_nybins1 = 5;
_nybins2 = 3;
_nptbins = 4;
FinalState fs(-3.0, 3.0, 0.*GeV);
addProjection(fs, "FS");
FastJets fj04(fs, FastJets::ANTIKT, 0.4);
fj04.useInvisibles();
addProjection(fj04, "Jets04");
for (size_t i = 0; i < _ncentbins1; ++i) {
_sumwtcentbins1[i] = 0.;
for (size_t j = 0; j < _nybins1; ++j) {
- _h_jetspec[i][j] = bookHistogram1D(1, j+1, i+1);
+ _h_jetspec[i][j] = bookHisto1D(1, j+1, i+1);
}
}
for (size_t j = 0; j < _nybins1; ++j) {
- _h_pp_jetspec[j] = bookHistogram1D(1, j+1, 10);
+ _h_pp_jetspec[j] = bookHisto1D(1, j+1, 10);
}
for (size_t i = 0; i < _ncentbins2; ++i) {
_sumwtcentbins2[i] = 0.;
for (size_t j = 0; j < _nybins2; ++j) {
- _h_raa_pt[i][j] = bookHistogram1D(2, j+1, i+1);
+ _h_raa_pt[i][j] = bookHisto1D(2, j+1, i+1);
}
for (size_t k = 0; k < _nptbins; ++k) {
- _h_raa_y[i][k] = bookHistogram1D(3, k+1, i+1);
+ _h_raa_y[i][k] = bookHisto1D(3, k+1, i+1);
}
}
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
- Jets alljets = applyProjection<FastJets>(event, "Jets04").jetsByPt(32.*GeV, 500.*GeV, -2.1, 2.1);
+ Cut cuts = Cuts::abseta < 2.1 && Cuts::pT > 32*GeV && Cuts::pT < 500.*GeV;
+ Jets alljets = applyProjection<FastJets>(event, "Jets04").jetsByPt(cuts);
// fill jet pt spectra in Pb+Pb
for (size_t i = 0; i < _ncentbins1; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_sumwtcentbins1[i] += weight;
for (size_t j = 0; j < _nybins1; ++j) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
double y(abs(jet.momentum().rapidity()));
if (y > _yloweredges1[j] && y < _yupperedges1[j]) {
_h_jetspec[i][j]->fill(pt,weight);
}
}
}
}
}
// fill jet pt spectra in p+p
if (cent < 0.) {
for (size_t j = 0; j < _nybins1; ++j) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
double y(abs(jet.momentum().rapidity()));
if (y > _yloweredges1[j] && y < _yupperedges1[j]) {
_h_pp_jetspec[j]->fill(pt,weight);
}
}
}
}
// fill jet pt spectra for R_AA
for (size_t i = 0; i < _ncentbins2; ++i) {
if (cent < 0. || (cent >= _centloweredges[i] && cent < _centupperedges[i])) {
_sumwtcentbins2[i] += weight;
for (size_t j = 0; j < _nybins2; ++j) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
double y(abs(jet.momentum().rapidity()));
if (y > _yloweredges2[j] && y < _yupperedges2[j]) {
_h_raa_pt[i][j]->fill(pt,weight);
}
}
}
for (size_t k = 0; k < _nptbins; ++k) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
double y(abs(jet.momentum().rapidity()));
if (pt > _ptedges[k]*GeV && pt < _ptedges[k+1]*GeV) {
_h_raa_y[i][k]->fill(y,weight);
}
}
}
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
for (size_t i = 0; i < _ncentbins1; ++i) {
for (size_t j = 0; j < _nybins1; ++j) {
scale(_h_jetspec[i][j],crossSection()/(nanobarn*_deltay1[j]*(_sumwtcentbins1[i]>0.?_sumwtcentbins1[i]:1.)));
}
}
for (size_t j = 0; j < _nybins1; ++j) {
scale(_h_pp_jetspec[j],crossSection()/(nanobarn*_deltay1[j]*sumOfWeights()));
}
for (size_t i = 0; i < _ncentbins2; ++i) {
for (size_t j = 0; j < _nybins2; ++j) {
scale(_h_raa_pt[i][j],crossSection()/(nanobarn*_deltay2[j]*(_sumwtcentbins2[i]>0.?_sumwtcentbins2[i]:1.)));
}
for (size_t k = 0; k < _nptbins; ++k) {
scale(_h_raa_y[i][k],crossSection()/(nanobarn*_deltapt[k]*(_sumwtcentbins2[i]>0.?_sumwtcentbins2[i]:1.)));
}
}
}
//@}
private:
vector<double> _centedges, _centloweredges, _centupperedges;
vector<double> _yloweredges1, _yupperedges1, _yloweredges2, _yupperedges2;
vector<double> _ptedges;
vector<double> _deltay1, _deltay2;
vector<double> _deltapt;
double _sumwtcentbins1[8],_sumwtcentbins2[9];
size_t _ncentbins1, _ncentbins2, _nybins1, _nybins2, _nptbins;
private:
/// @name Histograms
//@{
- AIDA::IHistogram1D *_h_jetspec[8][5];
- AIDA::IHistogram1D *_h_pp_jetspec[5];
- AIDA::IHistogram1D *_h_raa_pt[9][3];
- AIDA::IHistogram1D *_h_raa_y[9][4];
+ Histo1DPtr _h_jetspec[8][5];
+ Histo1DPtr _h_pp_jetspec[5];
+ Histo1DPtr _h_raa_pt[9][3];
+ Histo1DPtr _h_raa_y[9][4];
//@}
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(ATLAS_CONF_2014_025);
}
Index: trunk/code/CMS_2013_I1256590.cc
===================================================================
--- trunk/code/CMS_2013_I1256590.cc (revision 451)
+++ trunk/code/CMS_2013_I1256590.cc (revision 452)
@@ -1,184 +1,444 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include <boost/lexical_cast.hpp>
#include <map>
#include <vector>
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
+using namespace fastjet;
+
+ struct FourMomComp {
+ bool operator() (const FourMomentum& p1, const FourMomentum& p2) const
+ {return p1.pT()<p2.pT();}
+ };
+
- class CMS_2013_I1256590 : public Analysis {
+ struct jetcomp{
+ bool operator() (const Jet jet1, const Jet jet2) const
+ {
+ if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
+ else return false;
+ }
+ };
+
+#if MODE==0
+ class CMS_2013_I1256590_4MOMSUB : public Analysis {
+#elif MODE==1
+ class CMS_2013_I1256590_GRIDSUB2 : public Analysis {
+#elif MODE==2
+ class CMS_2013_I1256590_CHARGED : public Analysis {
+#endif
public:
/// Constructor
- CMS_2013_I1256590()
- : Analysis("CMS_2013_I1256590")
+#if MODE==0
+ CMS_2013_I1256590_4MOMSUB() : Analysis("CMS_2013_I1256590_4MOMSUB")
+#elif MODE==1
+ CMS_2013_I1256590_GRIDSUB2() : Analysis("CMS_2013_I1256590_GRIDSUB2")
+#elif MODE==2
+ CMS_2013_I1256590_CHARGED() : Analysis("CMS_2013_I1256590_CHARGED")
+#endif
{
- setBeams(PROTON, PROTON);
- difvec.resize(6,0.); intvec.resize(6,0.);
- difvecvac.resize(6,0.); intvecvac.resize(6,0.);
- Njets=0.;
+ _jetR=0.3; _trackptmin=0.; _deltar = 0.05; _nbins = 6;
+ _delR_center += 0.025, 0.075, 0.125, 0.175, 0.225, 0.275;
+ _nphibins = 120; _netabins = 160;
+ _Njets=0.;
}
public:
/// Book histograms and initialise projections before the run
void init() {
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
- ChargedFinalState cfs(-5.0, 5.0, 1.*GeV);
- addProjection(cfs, "CFS");
- FastJets fj03(fs, FastJets::CAM, 0.3);
+ FastJets fj03(fs, FastJets::ANTIKT, _jetR);
addProjection(fj03, "Jets03");
- _d_difjetshape = bookDataPointSet(1, 1, 1);
- _d_difjetshapev = bookDataPointSet(1, 1, 2);
- _d_intjetshape = bookDataPointSet(2, 1, 1);
- _d_intjetshapev = bookDataPointSet(2, 1, 2);
- _h_ffxi = bookHistogram1D(3, 1, 1);
- _h_ffxiv = bookHistogram1D(3, 1, 2);
- _h_ffpt = bookHistogram1D(4, 1, 1);
- _h_ffptv = bookHistogram1D(4, 1, 2);
+ _p_difjetshape = bookProfile1D(1, 1, 1);
+ _p_difjetshapev = bookProfile1D(1, 1, 2);
+ _p_intjetshape = bookProfile1D(2, 1, 1);
+ _p_intjetshapev = bookProfile1D(2, 1, 2);
+ _h_ffxi = bookHisto1D(3, 1, 1);
+ _h_ffxiv = bookHisto1D(3, 1, 2);
+ _h_ffpt = bookHisto1D(4, 1, 1);
+ _h_ffptv = bookHisto1D(4, 1, 2);
+#if MODE==2
+ _h_scalefac = bookHisto1D("scalefac", 50, 0., 1.);
+#endif
}
- struct jetcomp{
- bool operator() (const Jet jet1, const Jet jet2) const
- {
- if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
- else return false;
- }
- };
-
double ptsmear(const double pttrue, const double cent) {
double c(0.0246);
double s(1.213);
double n;
if (cent < 0. || cent > 0.5) n=0.001;
if (cent > 0.3 && cent < 0.5) n=3.88;
if (cent > 0.1 && cent < 0.3) n=5.10;
if (cent > 0. && cent < 0.1) n=5.23;
- // n=5.23;
+ n=5.23;
double sigma(sqrt(c*c+s*s/pttrue+n*n/(pttrue*pttrue)));
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fac(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma+1.,0.));
return fac*pttrue;
}
+
+ /// extract thermal momenta, that should be subtracted, from HepMC event
+ vector<FourMomentum> extractThermalMomenta(const Event & event) {
+ vector<FourMomentum> thermom;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (p->status() == 3) {
+ thermom.push_back(mom);
+ }
+ }
+ return thermom;
+ }
+
+
+ /// build map from dummy particles to thermal momenta to speed up subtraction
+ map<FourMomentum, FourMomentum, FourMomComp> buildThMomMap(const Event & event, const vector<FourMomentum> * thermom) {
+ map<FourMomentum, FourMomentum, FourMomComp> thmap;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (mom.E() < 1e-5 && mom.E() > 1e-7) {
+ FourMomentum dummy(mom);
+ dummy *= 10000.;
+ double dRmin(1.);
+ FourMomentum match;
+ foreach (FourMomentum tm, *thermom) {
+ double dR(deltaR(dummy, tm));
+ if (dR < dRmin) {
+ dRmin = dR;
+ match = tm;
+ }
+ }
+ if (dRmin < 1e-5) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = thmap.find(mom);
+ if (mapit != thmap.end()) {
+ cout<<"Error: dummy is already in map.\n";
+ cout<<mapit->first<<endl;
+ cout<<mapit->second<<endl;
+ cout<<match<<endl;
+ }
+ thmap[mom]=match;
+ }
+ }
+ }
+ return thmap;
+ }
+
+
+ /// 4-momentum subtraction
+ FourMomentum SubtractJetMom(Jet jet, map<FourMomentum, FourMomentum, FourMomComp> * tmmap, double fac = 1.) {
+ if (tmmap->empty()) return jet.momentum();
+ FourMomentum sub(0.,0.,0.,0.);
+ foreach (Particle part, jet.constituents()) {
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = (*tmmap).find(part.momentum());
+ if (mapit == (*tmmap).end()) cout<<"Error: did not find matching scattering centre in map.\n"<<part.momentum()<<endl;
+ else sub += mapit->second;
+ }
+ }
+ FourMomentum jetmom(jet.momentum());
+ //cout<<"Original momentum: "<<jetmom<<endl;
+ jetmom -= sub;
+ //cout<<"subtracted momentum: "<<jetmom<<endl;
+ //cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
+ return jetmom;
+ }
+
+
+ /// determine fraction of pt carried by charged particles in jet
+ double getScaleFac(const Jet jet, double ptcut, FinalState * fs = NULL) {
+ Particles parts;
+ if (fs) parts = fs->particles();
+ else parts = jet.constituents();
+ double scalefac;
+ double ntracks(0.), nparts(0.);
+ FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
+ foreach (Particle part, parts) {
+ if (deltaR(part,jet) < _jetR && part.momentum().E() > 1e-5) {
+ nparts += 1.;
+ allmom += part.momentum();
+ if (PID::charge(part.pdgId()) != 0 && part.pT() > ptcut) {
+ ntracks += 1.;
+ chmom += part.momentum();
+ }
+ }
+ }
+ scalefac = (nparts>0.?ntracks/nparts:1);
+ //scalefac = (allmom.pT()>0.?chmom.pT()/allmom.pT():1.);
+ return scalefac;
+ }
+
+
+/// initialise and fill grid for grid subtration
+ vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
+ // initialise grid
+ vector<vector<FourMomentum> > grid;
+ grid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+
+ // fill grid
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (fabs(mom.eta()) < 4.) {
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ if (p->status() == 3) {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() - mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() - mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() - mom.pz());
+ }
+ else {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
+ }
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ if (p->status() == 3) {
+ double rho(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
+ }
+ else {
+ // use this for standard recoil treatment
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ }*/
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ }
+ return grid;
+ }
+
+
+
+/// 4-momentum adapter
+ FourMomentum Get4Mom(PseudoJet pjet){
+ FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
+ return mom;
+ }
+
+
+
+
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt(3.*GeV);
- const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
+ const FinalState fs = applyProjection<FinalState>(event, "FS");
- map<Jet, double, jetcomp> jetmap;
+
+ Jets jetssub;
+#if MODE!=1
+ vector<FourMomentum> thermom = extractThermalMomenta(event);
+ map<FourMomentum, FourMomentum, FourMomComp> thmommap = buildThMomMap(event, &thermom);
foreach (Jet jet, jets03) {
+ FourMomentum jetsub = SubtractJetMom(jet, &thmommap, 1.);
+ jetssub.push_back(Jet(jetsub));
+ }
+#elif MODE==1
+ PseudoJets pevent, pjets;
+ std::set<std::pair<size_t,size_t> > gridevent;
+ vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ if (grid[i][k].E() > 0. ) {
+ PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
+ pevent.push_back(part);
+ }
+ }
+ JetDefinition jet_def(antikt_algorithm, _jetR);
+ ClusterSequence cs(pevent, jet_def);
+ pjets = sorted_by_pt(cs.inclusive_jets(3.*GeV));
+ foreach (PseudoJet pjet, pjets) {
+ jetssub.push_back(Jet(pjet));
+ }
+#endif
+
+
+ map<Jet, double, jetcomp> jetmap;
+ foreach (Jet jet, jetssub) {
double ptreco, ptgen;
ptgen = jet.momentum().pT();
ptreco = ptsmear(ptgen,cent);
jetmap[jet] = ptreco;
}
Jets jets;
- foreach (Jet jet, jets03) {
+ foreach (Jet jet, jetssub) {
if (fabs(jet.momentum().eta()) > 0.3 && fabs(jet.momentum().eta()) < 2.0 && jetmap[jet] > 100.*GeV)
jets.push_back(jet);
}
// if (jets.size() == 0) vetoEvent;
foreach (Jet jet, jets) {
- Njets+=weight;
+ vector<double> difvec(_nbins, 0.), difvecvac(_nbins, 0.);
+ vector<double> intvec(_nbins, 0.), intvecvac(_nbins, 0.);
+ _Njets+=weight;
double jetpt = jetmap[jet];
+#if MODE==0
+ double scalefac=1.;
+#elif MODE==2
+ double scalefac = getScaleFac(jet, _trackptmin);
+ _h_scalefac->fill(scalefac, weight);
+#endif
int bin;
- foreach (Particle track, tracks.particles()){
- double dR(deltaR(track,jet));
- if (dR >= 0.3) continue;
- bin = int(dR*6./0.3);
- if (cent<0. || (cent>=0.0 && cent<0.1)) difvec[bin]+=weight*track.momentum().pT()/jetpt;
- if (cent<0.) difvecvac[bin]+=weight*track.momentum().pT()/jetpt;
- for (int j=bin; j<6; j++) {
- if (cent<0. || (cent>=0.0 && cent<0.1)) intvec[j]+=weight*track.momentum().pT()/jetpt;
- if (cent<0.) intvecvac[j]+=weight*track.momentum().pT()/jetpt;
+ foreach (Particle part, fs.particles()){
+ double dR(deltaR(part,jet));
+ if (dR >= _jetR) continue;
+ bin = int(dR*_nbins/_jetR);
+#if MODE!=1
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
+ double thpt(0.);
+ if (thmommap.find(part.momentum()) == thmommap.end()) cout<<"Error: dummy not found in map.\n";
+ else {
+ thpt = thmommap[part.momentum()].pT();
+ if (cent<0. || (cent>=0.0 && cent<0.1)) difvec[bin]-=scalefac*thpt/jetpt;
+ if (cent<0.) difvecvac[bin]-=scalefac*thpt/jetpt;
+ for (size_t j=bin; j<_nbins; j++) {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) intvec[j]-=scalefac*thpt/jetpt;
+ if (cent<0.) intvecvac[j]-=scalefac*thpt/jetpt;
+ }
+ }
+ }
+#endif
+#if MODE==0
+ else {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) difvec[bin]+=part.momentum().pT()/jetpt;
+ if (cent<0.) difvecvac[bin]+=part.momentum().pT()/jetpt;
+ for (size_t j=bin; j<_nbins; j++) {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) intvec[j]+=part.momentum().pT()/jetpt;
+ if (cent<0.) intvecvac[j]+=part.momentum().pT()/jetpt;
+ }
+ }
+#elif MODE==2
+ else if ((PID::charge(part.pdgId()) != 0) && (part.pT() > _trackptmin)) {
+ //else if ((PID::charge(part.pdgId()) != 0)) {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) difvec[bin]+=part.momentum().pT()/jetpt;
+ if (cent<0.) difvecvac[bin]+=part.momentum().pT()/jetpt;
+ for (size_t j=bin; j<_nbins; j++) {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) intvec[j]+=part.momentum().pT()/jetpt;
+ if (cent<0.) intvecvac[j]+=part.momentum().pT()/jetpt;
+ }
}
- double z,xi;
- z = track.momentum().p().dot(jet.momentum().p())/jet.momentum().p().mod()/jet.momentum().p().mod();
- z*=jet.momentum().pT()/jetpt;
- xi = log(1/z);
- if (cent<0. || (cent>=0.0 && cent<0.1)) _h_ffxi->fill(xi,weight);
- if (cent<0.) _h_ffxiv->fill(xi,weight);
- if (cent<0. || (cent>=0.0 && cent<0.1)) _h_ffpt->fill(track.momentum().pT(),weight);
- if (cent<0.) _h_ffptv->fill(track.momentum().pT(),weight);
+#endif
+ if ((PID::charge(part.pdgId()) != 0) && (part.pT() > _trackptmin)) {
+ double z,xi;
+ z = part.momentum().p3().dot(jet.momentum().p3())/jet.momentum().p3().mod()/jet.momentum().p3().mod();
+ z*=jet.momentum().pT()/jetpt;
+ xi = log(1/z);
+ if (cent<0. || (cent>=0.0 && cent<0.1)) _h_ffxi->fill(xi,weight);
+ if (cent<0.) _h_ffxiv->fill(xi,weight);
+ if (cent<0. || (cent>=0.0 && cent<0.1)) _h_ffpt->fill(part.momentum().pT(),weight);
+ if (cent<0.) _h_ffptv->fill(part.momentum().pT(),weight);
+ }
+ }
+#if MODE==1
+ foreach (PseudoJet pjet, pevent) {
+ FourMomentum cellmom = Get4Mom(pjet);
+ double dR(deltaR(cellmom,jet));
+ if (dR >= _jetR) continue;
+ bin = int(dR*_nbins/_jetR);
+ if (cent<0. || (cent>=0.0 && cent<0.1)) difvec[bin]+=cellmom.pT()/jetpt;
+ if (cent<0.) difvecvac[bin]+=cellmom.pT()/jetpt;
+ for (size_t j=bin; j<_nbins; j++) {
+ if (cent<0. || (cent>=0.0 && cent<0.1)) intvec[j]+=cellmom.pT()/jetpt;
+ if (cent<0.) intvecvac[j]+=cellmom.pT()/jetpt;
+ }
+ }
+#endif
+ for (size_t i=0; i < _nbins; ++i){
+ _p_difjetshape->fill(_delR_center[i], difvec[i]/_deltar, weight);
+ _p_difjetshapev->fill(_delR_center[i], difvecvac[i]/_deltar, weight);
+ _p_intjetshape->fill(_delR_center[i], intvec[i], weight);
+ _p_intjetshapev->fill(_delR_center[i], intvecvac[i], weight);
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
- double sum(0.),sumv(0.);
- for (int j=0; j<6; j++){
- sum += difvec[j];
- sumv += difvecvac[j];
- }
- sum *= 0.05; sumv *= 0.05;
-
- if (sum == 0.) sum = 1.;
- if (sumv == 0.) sumv = 1.;
- if (intvec[5] == 0.) intvec[5] = 1.;
- for (int j=0; j<6; j++){
- _d_difjetshape->point(j)->coordinate(1)->setValue(difvec[j]/sum);
- _d_difjetshapev->point(j)->coordinate(1)->setValue(difvecvac[j]/sumv);
- _d_intjetshape->point(j)->coordinate(1)->setValue(intvec[j]/intvec[5]);
- _d_intjetshapev->point(j)->coordinate(1)->setValue(intvecvac[j]/intvec[5]);
- }
-
- // normalize(_d_difjetshape);
- // normalize(_d_difjetshapev);
-
- if (Njets==0.) Njets=1.;
- scale(_h_ffxi,1./Njets);
- scale(_h_ffxiv,1./Njets);
- scale(_h_ffpt,1./Njets);
- scale(_h_ffptv,1./Njets);
+ if (_Njets==0.) _Njets=1.;
+ scale(_h_ffxi,1./_Njets);
+ scale(_h_ffxiv,1./_Njets);
+ scale(_h_ffpt,1./_Njets);
+ scale(_h_ffptv,1./_Njets);
+#if MODE==2
+ normalize(_h_scalefac);
+#endif
}
private:
- double Njets;
- double _jetR;
- std::vector<double> difvec;
- std::vector<double> intvec;
- std::vector<double> difvecvac;
- std::vector<double> intvecvac;
+ double _Njets;
+ double _jetR, _trackptmin;
+ double _deltar;
+ vector<double> _delR_center;
+ size_t _nbins;
+ size_t _netabins, _nphibins;
private:
- AIDA::IDataPointSet *_d_intjetshape;
- AIDA::IDataPointSet *_d_intjetshapev;
- AIDA::IDataPointSet *_d_difjetshape;
- AIDA::IDataPointSet *_d_difjetshapev;
- AIDA::IHistogram1D *_h_ffxi;
- AIDA::IHistogram1D *_h_ffxiv;
- AIDA::IHistogram1D *_h_ffpt;
- AIDA::IHistogram1D *_h_ffptv;
+ Profile1DPtr _p_intjetshape;
+ Profile1DPtr _p_intjetshapev;
+ Profile1DPtr _p_difjetshape;
+ Profile1DPtr _p_difjetshapev;
+ Histo1DPtr _h_ffxi;
+ Histo1DPtr _h_ffxiv;
+ Histo1DPtr _h_ffpt;
+ Histo1DPtr _h_ffptv;
+#if MODE==2
+ Histo1DPtr _h_scalefac;
+#endif
};
// The hook for the plugin system
- DECLARE_RIVET_PLUGIN(CMS_2013_I1256590);
-
+#if MODE==0
+ DECLARE_RIVET_PLUGIN(CMS_2013_I1256590_4MOMSUB);
+#elif MODE==1
+ DECLARE_RIVET_PLUGIN(CMS_2013_I1256590_GRIDSUB2);
+#elif MODE==2
+ DECLARE_RIVET_PLUGIN(CMS_2013_I1256590_CHARGED);
+#endif
+
}
Index: trunk/code/CMS_2014_I1299142.cc
===================================================================
--- trunk/code/CMS_2014_I1299142.cc (revision 0)
+++ trunk/code/CMS_2014_I1299142.cc (revision 452)
@@ -0,0 +1,317 @@
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Projections/FinalState.hh"
+#include "Rivet/Projections/ChargedFinalState.hh"
+#include "Rivet/Projections/FastJets.hh"
+
+namespace Rivet {
+
+using namespace fastjet;
+
+ struct FourMomComp {
+ bool operator() (const FourMomentum& p1, const FourMomentum& p2) const
+ {return p1.pT()<p2.pT();}
+ };
+
+
+ struct jetcomp{
+ bool operator() (const Jet jet1, const Jet jet2) const
+ {
+ if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
+ else return false;
+ }
+ };
+
+
+#if MODE==0
+ class CMS_2014_I1299142_4MOMSUB : public Analysis {
+#elif MODE==1
+ class CMS_2014_I1299142_GRIDSUB2 : public Analysis {
+#endif
+ public:
+
+ /// Constructor
+#if MODE==0
+ CMS_2014_I1299142_4MOMSUB() : Analysis("CMS_2014_I1299142_4MOMSUB")
+#elif MODE==1
+ CMS_2014_I1299142_GRIDSUB2() : Analysis("CMS_2014_I1299142_GRIDSUB2")
+#endif
+ {
+ _jetR=0.3; _trackptmin=1.; _etamin=0.3; _etamax=2.; _ptmin=100.; _ptmax=300.;
+ _nphibins = 120; _netabins = 160;
+ _Njets=0.;
+ }
+
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ FinalState fs(-5.0, 5.0, 0.*GeV);
+ addProjection(fs, "FS");
+ ChargedFinalState cfs(-5.0, 5.0, _trackptmin*GeV);
+ addProjection(cfs, "CFS");
+
+ FastJets fj(fs, FastJets::ANTIKT, _jetR);
+ addProjection(fj, "Jets");
+
+ _h_xi = bookHisto1D("xi", 10, 0., 5.);
+
+ }
+
+
+
+ double ptsmear(const double pttrue, const double cent) {
+ double c(0.0246);
+ double s(1.213);
+ double n;
+ if (cent < 0. || cent > 0.5) n=0.001;
+ if (cent > 0.3 && cent < 0.5) n=3.88;
+ if (cent > 0.1 && cent < 0.3) n=5.10;
+ if (cent > 0. && cent < 0.1) n=5.23;
+ n=5.23;
+ double sigma(sqrt(c*c+s*s/pttrue+n*n/(pttrue*pttrue)));
+ double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
+ double fac(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma+1.,0.));
+ return fac*pttrue;
+ }
+
+
+ /// extract thermal momenta, that should be subtracted, from HepMC event
+ vector<FourMomentum> extractThermalMomenta(const Event & event) {
+ vector<FourMomentum> thermom;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (p->status() == 3) {
+ thermom.push_back(mom);
+ }
+ }
+ return thermom;
+ }
+
+
+ /// build map from dummy particles to thermal momenta to speed up subtraction
+ map<FourMomentum, FourMomentum, FourMomComp> buildThMomMap(const Event & event, const vector<FourMomentum> * thermom) {
+ map<FourMomentum, FourMomentum, FourMomComp> thmap;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (mom.E() < 1e-5 && mom.E() > 1e-7) {
+ FourMomentum dummy(mom);
+ dummy *= 10000.;
+ double dRmin(1.);
+ FourMomentum match;
+ foreach (FourMomentum tm, *thermom) {
+ double dR(deltaR(dummy, tm));
+ if (dR < dRmin) {
+ dRmin = dR;
+ match = tm;
+ }
+ }
+ if (dRmin < 1e-5) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = thmap.find(mom);
+ if (mapit != thmap.end()) {
+ cout<<"Error: dummy is already in map.\n";
+ cout<<mapit->first<<endl;
+ cout<<mapit->second<<endl;
+ cout<<match<<endl;
+ }
+ thmap[mom]=match;
+ }
+ }
+ }
+ return thmap;
+ }
+
+
+ /// 4-momentum subtraction
+ FourMomentum SubtractJetMom(Jet jet, map<FourMomentum, FourMomentum, FourMomComp> * tmmap, double fac = 1.) {
+ if (tmmap->empty()) return jet.momentum();
+ FourMomentum sub(0.,0.,0.,0.);
+ foreach (Particle part, jet.constituents()) {
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = (*tmmap).find(part.momentum());
+ if (mapit == (*tmmap).end()) cout<<"Error: did not find matching scattering centre in map.\n"<<part.momentum()<<endl;
+ else sub += mapit->second;
+ }
+ }
+ FourMomentum jetmom(jet.momentum());
+ //cout<<"Original momentum: "<<jetmom<<endl;
+ jetmom -= sub;
+ //cout<<"subtracted momentum: "<<jetmom<<endl;
+ //cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
+ return jetmom;
+ }
+
+
+/// initialise and fill grid for grid subtration
+ vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
+ // initialise grid
+ vector<vector<FourMomentum> > grid;
+ grid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+
+ // fill grid
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (fabs(mom.eta()) < 4.) {
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ if (p->status() == 3) {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() - mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() - mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() - mom.pz());
+ }
+ else {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
+ }
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ if (p->status() == 3) {
+ double rho(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
+ }
+ else {
+ // use this for standard recoil treatment
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ }*/
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ }
+ return grid;
+ }
+
+
+
+/// 4-momentum adapter
+ FourMomentum Get4Mom(PseudoJet pjet){
+ FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
+ return mom;
+ }
+
+
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+ if (cent > 0.1) vetoEvent;
+ const ChargedFinalState cfs = applyProjection<ChargedFinalState>(event, "CFS");
+
+ Jets jetssub;
+#if MODE==0
+ const Jets alljets = applyProjection<FastJets>(event, "Jets").jetsByPt(3.*GeV);
+
+ vector<FourMomentum> thermom = extractThermalMomenta(event);
+ map<FourMomentum, FourMomentum, FourMomComp> thmommap = buildThMomMap(event, &thermom);
+ foreach (Jet jet, alljets) {
+ FourMomentum jetsub = SubtractJetMom(jet, &thmommap, 1.);
+ jetssub.push_back(Jet(jetsub));
+ }
+#elif MODE==1
+ PseudoJets pevent, pjets;
+ std::set<std::pair<size_t,size_t> > gridevent;
+ vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ if (grid[i][k].E() > 0. ) {
+ PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
+ pevent.push_back(part);
+ }
+ }
+ JetDefinition jet_def(antikt_algorithm, _jetR);
+ ClusterSequence cs(pevent, jet_def);
+ pjets = sorted_by_pt(cs.inclusive_jets(3.*GeV));
+ foreach (PseudoJet pjet, pjets) {
+ jetssub.push_back(Jet(pjet));
+ }
+#endif
+
+
+ map<Jet, double, jetcomp> jetmap;
+ foreach (Jet jet, jetssub) {
+ double ptreco, ptgen;
+ ptgen = jet.momentum().pT();
+ ptreco = ptsmear(ptgen,cent);
+ jetmap[jet] = ptreco;
+ }
+
+ Jets jets;
+ foreach (Jet jet, jetssub) {
+ if (fabs(jet.momentum().eta()) > _etamin && fabs(jet.momentum().eta()) < _etamax &&
+ jetmap[jet] > _ptmin && jetmap[jet] > _ptmax)
+ jets.push_back(jet);
+ }
+
+ foreach (Jet jet, jets) {
+ _Njets+=weight;
+ double jetpt = jetmap[jet];
+ foreach (Particle part, cfs.particles()){
+ double dR(deltaR(part,jet));
+ if (dR >= _jetR) continue;
+ double z,xi;
+ z = part.momentum().p3().dot(jet.momentum().p3())/jet.momentum().p3().mod()/jet.momentum().p3().mod();
+ z*=jet.momentum().pT()/jetpt;
+ xi = log(1./z);
+ _h_xi->fill(xi, weight);
+ }
+ }
+
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ if (_Njets==0.) _Njets=1.;
+ scale(_h_xi,1./_Njets);
+
+ }
+
+
+
+ private:
+
+ double _Njets;
+ double _jetR, _trackptmin, _etamin, _etamax, _ptmin, _ptmax;
+ size_t _netabins, _nphibins;
+
+
+ Histo1DPtr _h_xi;
+
+
+ };
+
+
+
+ // The hook for the plugin system
+#if MODE==0
+ DECLARE_RIVET_PLUGIN(CMS_2014_I1299142_4MOMSUB);
+#elif MODE==1
+ DECLARE_RIVET_PLUGIN(CMS_2014_I1299142_GRIDSUB2);
+#endif
+
+}
Index: trunk/code/ALICE_GIRTH_4MOMSUB.yoda
===================================================================
--- trunk/code/ALICE_GIRTH_4MOMSUB.yoda (revision 0)
+++ trunk/code/ALICE_GIRTH_4MOMSUB.yoda (revision 452)
@@ -0,0 +1,15 @@
+BEGIN YODA_SCATTER2D /REF/ALICE_GIRTH_4MOMSUB/d01-x01-y01
+Path=/REF/ALICE_GIRTH_4MOMSUB/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.000000e-02 1.000000e-02 1.000000e-02 6.029440e+00 1.576580e+00 1.576580e+00
+2.500000e-02 5.000000e-03 5.000000e-03 1.667840e+01 1.576600e+00 1.576600e+00
+3.500000e-02 5.000000e-03 5.000000e-03 1.820320e+01 1.632900e+00 1.632900e+00
+4.500000e-02 5.000000e-03 5.000000e-03 1.736340e+01 1.632900e+00 1.632900e+00
+5.500000e-02 5.000000e-03 5.000000e-03 1.449650e+01 9.572000e-01 9.572000e-01
+6.500000e-02 5.000000e-03 5.000000e-03 1.101010e+01 1.745500e+00 1.745500e+00
+7.500000e-02 5.000000e-03 5.000000e-03 5.778360e+00 9.572100e-01 9.572100e-01
+1.000000e-01 2.000000e-02 2.000000e-02 1.172950e+00 4.504500e-01 4.504500e-01
+END YODA_SCATTER2D
+
Index: trunk/code/CMS_2012_I1116250.cc
===================================================================
--- trunk/code/CMS_2012_I1116250.cc (revision 451)
+++ trunk/code/CMS_2012_I1116250.cc (revision 452)
@@ -1,356 +1,354 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
#include <map>
namespace Rivet {
/// @brief CMS charged particle fragmentation function in PbPb
class CMS_2012_I1116250 : public Analysis {
public:
/// Constructor
CMS_2012_I1116250() : Analysis("CMS_2012_I1116250"),
_sumWeightSelected0(0.0),
_sumWeightSelected1l(0.0), _sumWeightSelected2l(0.0), _sumWeightSelected3l(0.0), _sumWeightSelected4l(0.0),
_sumWeightSelected1s(0.0), _sumWeightSelected2s(0.0), _sumWeightSelected3s(0.0), _sumWeightSelected4s(0.0)
{
- setBeams(PROTON, PROTON);
}
/// Book projections and histograms
void init() {
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 4.*GeV);
addProjection(cfs, "CFS");
FastJets fj03(fs, FastJets::ANTIKT, 0.3);
addProjection(fj03, "Jets03");
- _h_aj_pp = bookHistogram1D(1, 1, 1);
- _h_aj_hi = bookHistogram1D(2, 1, 1);
- _h_pt_l_pp = bookHistogram1D(3, 1, 1);
- _h_pt_s_pp = bookHistogram1D(4, 1, 1);
- _h_xsi_l_pp = bookHistogram1D(5, 1, 1);
- _h_xsi_s_pp = bookHistogram1D(6, 1, 1);
- _h_pt_l_hi = bookHistogram1D(7, 1, 1);
- _h_pt_s_hi = bookHistogram1D(8, 1, 1);
- _h_xsi_l_hi = bookHistogram1D(9, 1, 1);
- _h_xsi_s_hi = bookHistogram1D(10, 1, 1);
- _h_pt_1_l_hi = bookHistogram1D(11, 1, 1);
- _h_pt_1_s_hi = bookHistogram1D(12, 1, 1);
- _h_pt_2_l_hi = bookHistogram1D(13, 1, 1);
- _h_pt_2_s_hi = bookHistogram1D(14, 1, 1);
- _h_pt_3_l_hi = bookHistogram1D(15, 1, 1);
- _h_pt_3_s_hi = bookHistogram1D(16, 1, 1);
- _h_pt_4_l_hi = bookHistogram1D(17, 1, 1);
- _h_pt_4_s_hi = bookHistogram1D(18, 1, 1);
- _h_xsi_1_l_hi = bookHistogram1D(19, 1, 1);
- _h_xsi_1_s_hi = bookHistogram1D(20, 1, 1);
- _h_xsi_2_l_hi = bookHistogram1D(21, 1, 1);
- _h_xsi_2_s_hi = bookHistogram1D(22, 1, 1);
- _h_xsi_3_l_hi = bookHistogram1D(23, 1, 1);
- _h_xsi_3_s_hi = bookHistogram1D(24, 1, 1);
- _h_xsi_4_l_hi = bookHistogram1D(25, 1, 1);
- _h_xsi_4_s_hi = bookHistogram1D(26, 1, 1);
+ _h_aj_pp = bookHisto1D(1, 1, 1);
+ _h_aj_hi = bookHisto1D(2, 1, 1);
+ _h_pt_l_pp = bookHisto1D(3, 1, 1);
+ _h_pt_s_pp = bookHisto1D(4, 1, 1);
+ _h_xsi_l_pp = bookHisto1D(5, 1, 1);
+ _h_xsi_s_pp = bookHisto1D(6, 1, 1);
+ _h_pt_l_hi = bookHisto1D(7, 1, 1);
+ _h_pt_s_hi = bookHisto1D(8, 1, 1);
+ _h_xsi_l_hi = bookHisto1D(9, 1, 1);
+ _h_xsi_s_hi = bookHisto1D(10, 1, 1);
+ _h_pt_1_l_hi = bookHisto1D(11, 1, 1);
+ _h_pt_1_s_hi = bookHisto1D(12, 1, 1);
+ _h_pt_2_l_hi = bookHisto1D(13, 1, 1);
+ _h_pt_2_s_hi = bookHisto1D(14, 1, 1);
+ _h_pt_3_l_hi = bookHisto1D(15, 1, 1);
+ _h_pt_3_s_hi = bookHisto1D(16, 1, 1);
+ _h_pt_4_l_hi = bookHisto1D(17, 1, 1);
+ _h_pt_4_s_hi = bookHisto1D(18, 1, 1);
+ _h_xsi_1_l_hi = bookHisto1D(19, 1, 1);
+ _h_xsi_1_s_hi = bookHisto1D(20, 1, 1);
+ _h_xsi_2_l_hi = bookHisto1D(21, 1, 1);
+ _h_xsi_2_s_hi = bookHisto1D(22, 1, 1);
+ _h_xsi_3_l_hi = bookHisto1D(23, 1, 1);
+ _h_xsi_3_s_hi = bookHisto1D(24, 1, 1);
+ _h_xsi_4_l_hi = bookHisto1D(25, 1, 1);
+ _h_xsi_4_s_hi = bookHisto1D(26, 1, 1);
}
struct jetcomp{
bool operator() (const Jet jet1, const Jet jet2) const
{
if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
else return false;
}
};
double ptsmear(const double pttrue, const double cent) {
double c(0.0246);
double s(1.213);
double n;
if (cent < 0. || cent > 0.5) n=0.001;
if (cent > 0.3 && cent < 0.5) n=3.88;
if (cent > 0.1 && cent < 0.3) n=5.10;
if (cent > 0. && cent < 0.1) n=5.23;
// n=5.23;
double sigma(sqrt(c*c+s*s/pttrue+n*n/(pttrue*pttrue)));
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fac(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma+1.,0.));
// std::cout<<sigma<<std::endl;
return fac*pttrue;
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double centrality = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double centrality = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt(3.*GeV);
const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
map<Jet, double, jetcomp> jetmap;
foreach (Jet jet, jets03) {
double ptreco, ptgen;
ptgen = jet.momentum().pT();
ptreco = ptsmear(ptgen,centrality);
jetmap[jet] = ptreco;
}
Jets jets;
foreach (Jet jet, jets03) {
if (fabs(jet.momentum().eta()) < 2.0 && jetmap[jet] > 40.*GeV)
jets.push_back(jet);
}
if (jets.size() < 2) vetoEvent;
Jet leadjet, partner;
double ptlead(0.), ptsublead(0.);
foreach (Jet jet, jets) {
if (jetmap[jet] > ptlead) {
ptlead = jetmap[jet];
leadjet = jet;
}
}
if (ptlead < 100.*GeV) vetoEvent;
foreach (Jet jet, jets) {
if (jetmap[jet] > ptsublead && jet.momentum()!=leadjet.momentum()) {
ptsublead = jetmap[jet];
partner = jet;
}
}
double deltaphi = fabs(deltaPhi(leadjet,partner));
if (deltaphi < 2.*M_PI/3.) vetoEvent;
Rivet::FourMomentum leading, sublead,tleading, tsublead;
leading = leadjet.momentum();
sublead = partner.momentum();
_sumWeightSelected0+=weight;
if (centrality<0.) _h_pt_l_pp->fill(ptlead,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_l_hi->fill(ptlead,weight);
if (centrality<0.) _h_pt_s_pp->fill(ptsublead,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_s_hi->fill(ptsublead,weight);
double aj = (ptlead-ptsublead)/(ptlead+ptsublead);
if (aj > 0.7) vetoEvent;
if (centrality<0.) _h_aj_pp->fill(aj,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_aj_hi->fill(aj,weight);
double meaneta = (leading.eta()+sublead.eta())/2.;
std::vector<Rivet::FourMomentum> trackslead, trackssubl;
if (fabs(leading.eta())>0.3) {
if (aj < 0.13) {
_sumWeightSelected1l+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_1_l_hi->fill(ptlead,weight);
}
else if (aj < 0.24) {
_sumWeightSelected2l+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_2_l_hi->fill(ptlead,weight);
}
else if (aj < 0.35) {
_sumWeightSelected3l+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_3_l_hi->fill(ptlead,weight);
}
else if (aj < 0.7) {
_sumWeightSelected4l+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_4_l_hi->fill(ptlead,weight);
}
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,leading));
if (dR < 0.3) trackslead.push_back(track.momentum());
}
tleading[0] = (cosh(meaneta)*leading[0]-sinh(meaneta)*leading[3])*ptlead/leading.pT();
tleading[1] = leading[1]*ptlead/leading.pT();
tleading[2] = leading[2]*ptlead/leading.pT();
tleading[3] = (-sinh(meaneta)*leading[0]+cosh(meaneta)*leading[3])*ptlead/leading.pT();
// std::cout<<"-------------------------------------- "<<std::endl;
// std::cout<<"leading jet momentum: "<<leading<<" "<<leading.eta()<<std::endl;
// std::cout<<"transformed leading jet momentum: "<<tleading<<" "<<tleading.eta()<<std::endl;
// std::cout<<"-------------------------------------- "<<std::endl;
// std::cout<<"N(tracks): "<<trackslead.size()<<std::endl;
for (size_t i=0; i<trackslead.size(); i++){
// std::cout<<i<<" "<<trackslead[i]<<std::endl;
double enew = cosh(meaneta)*trackslead[i][0]-sinh(meaneta)*trackslead[i][3];
double pznew = -sinh(meaneta)*trackslead[i][0]+cosh(meaneta)*trackslead[i][3];
trackslead[i][0] = enew;
trackslead[i][3] = pznew;
- double plongtrack = trackslead[i].p().dot(tleading.p())/tleading.p().mod();
- double z = plongtrack/tleading.p().mod();
+ double plongtrack = trackslead[i].p3().dot(tleading.p3())/tleading.p3().mod();
+ double z = plongtrack/tleading.p3().mod();
double xsi = log(1/z);
// std::cout<<"plongtrack: "<<plongtrack<<std::endl;
// std::cout<<"z: "<<z<<std::endl;
// std::cout<<"xsi: "<<xsi<<std::endl;
if (centrality<0.) _h_xsi_l_pp->fill(xsi,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_l_hi->fill(xsi,weight);
if (aj < 0.13) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_1_l_hi->fill(xsi,weight);
}
else if (aj < 0.24) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_2_l_hi->fill(xsi,weight);
}
else if (aj < 0.35) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_3_l_hi->fill(xsi,weight);
}
else if (aj < 0.7) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_4_l_hi->fill(xsi,weight);
}
}
}
if (fabs(sublead.eta())>0.3) {
if (aj < 0.13) {
_sumWeightSelected1s+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_1_s_hi->fill(ptsublead,weight);
}
else if (aj < 0.24) {
_sumWeightSelected2s+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_2_s_hi->fill(ptsublead,weight);
}
else if (aj < 0.35) {
_sumWeightSelected3s+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_3_s_hi->fill(ptsublead,weight);
}
else if (aj < 0.7) {
_sumWeightSelected4s+=weight;
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_pt_4_s_hi->fill(ptsublead,weight);
}
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,sublead));
if (dR < 0.3) trackssubl.push_back(track.momentum());
}
tsublead[0] = (cosh(meaneta)*sublead[0]-sinh(meaneta)*sublead[3])*ptsublead/sublead.pT();
tsublead[1] = sublead[1]*ptsublead/sublead.pT();
tsublead[2] = sublead[2]*ptsublead/sublead.pT();
tsublead[3] = (-sinh(meaneta)*sublead[0]+cosh(meaneta)*sublead[3])*ptsublead/sublead.pT();
// std::cout<<"subleading jet momentum: "<<sublead<<" "<<sublead.eta()<<std::endl;
// std::cout<<"transformed subleading jet momentum: "<<tsublead<<" "<<tsublead.eta()<<std::endl;
for (size_t i=0; i<trackssubl.size(); i++){
double enew = cosh(meaneta)*trackssubl[i][0]-sinh(meaneta)*trackssubl[i][3];
double pznew = -sinh(meaneta)*trackssubl[i][0]+cosh(meaneta)*trackssubl[i][3];
trackssubl[i][0] = enew;
trackssubl[i][3] = pznew;
- double plongtrack = trackssubl[i].p().dot(tsublead.p())/tsublead.p().mod();
- double z = plongtrack/tsublead.p().mod();
+ double plongtrack = trackssubl[i].p3().dot(tsublead.p3())/tsublead.p3().mod();
+ double z = plongtrack/tsublead.p3().mod();
double xsi = log(1/z);
if (centrality<0.) _h_xsi_s_pp->fill(xsi,weight);
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_s_hi->fill(xsi,weight);
if (aj < 0.13) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_1_s_hi->fill(xsi,weight);
}
else if (aj < 0.24) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_2_s_hi->fill(xsi,weight);
}
else if (aj < 0.35) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_3_s_hi->fill(xsi,weight);
}
else if (aj < 0.7) {
if (centrality<0. || (centrality>=0.0 && centrality<0.3)) _h_xsi_4_s_hi->fill(xsi,weight);
}
}
}
}
/// Finalize
void finalize() {
double sumWeightSelectedl = _sumWeightSelected1l+_sumWeightSelected2l+_sumWeightSelected3l+_sumWeightSelected4l;
double sumWeightSelecteds = _sumWeightSelected1s+_sumWeightSelected2s+_sumWeightSelected3s+_sumWeightSelected4s;
if (_sumWeightSelected0==0) _sumWeightSelected0=1.;
if (_sumWeightSelected1l==0) _sumWeightSelected1l=1.;
if (_sumWeightSelected2l==0) _sumWeightSelected2l=1.;
if (_sumWeightSelected3l==0) _sumWeightSelected3l=1.;
if (_sumWeightSelected4l==0) _sumWeightSelected4l=1.;
if (_sumWeightSelected1s==0) _sumWeightSelected1s=1.;
if (_sumWeightSelected2s==0) _sumWeightSelected2s=1.;
if (_sumWeightSelected3s==0) _sumWeightSelected3s=1.;
if (_sumWeightSelected4s==0) _sumWeightSelected4s=1.;
if (sumWeightSelectedl==0) sumWeightSelectedl=1.;
if (sumWeightSelecteds==0) sumWeightSelecteds=1.;
scale(_h_aj_pp,0.06/_sumWeightSelected0);
scale(_h_aj_hi,0.06/_sumWeightSelected0);
scale(_h_pt_l_pp,1./_sumWeightSelected0);
scale(_h_pt_s_pp,1./_sumWeightSelected0);
scale(_h_xsi_l_pp,1./sumWeightSelectedl);
scale(_h_xsi_s_pp,1./sumWeightSelecteds);
scale(_h_pt_l_hi,1./_sumWeightSelected0);
scale(_h_pt_s_hi,1./_sumWeightSelected0);
scale(_h_xsi_l_hi,1./sumWeightSelectedl);
scale(_h_xsi_s_hi,1./sumWeightSelecteds);
scale(_h_pt_1_l_hi,1./_sumWeightSelected1l);
scale(_h_pt_1_s_hi,1./_sumWeightSelected1s);
scale(_h_pt_2_l_hi,1./_sumWeightSelected2l);
scale(_h_pt_2_s_hi,1./_sumWeightSelected2s);
scale(_h_pt_3_l_hi,1./_sumWeightSelected3l);
scale(_h_pt_3_s_hi,1./_sumWeightSelected3s);
scale(_h_pt_4_l_hi,1./_sumWeightSelected4l);
scale(_h_pt_4_s_hi,1./_sumWeightSelected4s);
scale(_h_xsi_1_l_hi,1./_sumWeightSelected1l);
scale(_h_xsi_1_s_hi,1./_sumWeightSelected1s);
scale(_h_xsi_2_l_hi,1./_sumWeightSelected2l);
scale(_h_xsi_2_s_hi,1./_sumWeightSelected2s);
scale(_h_xsi_3_l_hi,1./_sumWeightSelected3l);
scale(_h_xsi_3_s_hi,1./_sumWeightSelected3s);
scale(_h_xsi_4_l_hi,1./_sumWeightSelected4l);
scale(_h_xsi_4_s_hi,1./_sumWeightSelected4s);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected0 << std::endl;
}
private:
double _sumWeightSelected0;
double _sumWeightSelected1l, _sumWeightSelected2l, _sumWeightSelected3l, _sumWeightSelected4l;
double _sumWeightSelected1s, _sumWeightSelected2s, _sumWeightSelected3s, _sumWeightSelected4s;
- AIDA::IHistogram1D * _h_aj_pp;
- AIDA::IHistogram1D * _h_aj_hi;
- AIDA::IHistogram1D * _h_pt_l_pp;
- AIDA::IHistogram1D * _h_pt_s_pp;
- AIDA::IHistogram1D * _h_xsi_l_pp;
- AIDA::IHistogram1D * _h_xsi_s_pp;
- AIDA::IHistogram1D * _h_pt_l_hi;
- AIDA::IHistogram1D * _h_pt_s_hi;
- AIDA::IHistogram1D * _h_xsi_l_hi;
- AIDA::IHistogram1D * _h_xsi_s_hi;
- AIDA::IHistogram1D * _h_pt_1_l_hi;
- AIDA::IHistogram1D * _h_pt_1_s_hi;
- AIDA::IHistogram1D * _h_pt_2_l_hi;
- AIDA::IHistogram1D * _h_pt_2_s_hi;
- AIDA::IHistogram1D * _h_pt_3_l_hi;
- AIDA::IHistogram1D * _h_pt_3_s_hi;
- AIDA::IHistogram1D * _h_pt_4_l_hi;
- AIDA::IHistogram1D * _h_pt_4_s_hi;
- AIDA::IHistogram1D * _h_xsi_1_l_hi;
- AIDA::IHistogram1D * _h_xsi_1_s_hi;
- AIDA::IHistogram1D * _h_xsi_2_l_hi;
- AIDA::IHistogram1D * _h_xsi_2_s_hi;
- AIDA::IHistogram1D * _h_xsi_3_l_hi;
- AIDA::IHistogram1D * _h_xsi_3_s_hi;
- AIDA::IHistogram1D * _h_xsi_4_l_hi;
- AIDA::IHistogram1D * _h_xsi_4_s_hi;
+ Histo1DPtr _h_aj_pp;
+ Histo1DPtr _h_aj_hi;
+ Histo1DPtr _h_pt_l_pp;
+ Histo1DPtr _h_pt_s_pp;
+ Histo1DPtr _h_xsi_l_pp;
+ Histo1DPtr _h_xsi_s_pp;
+ Histo1DPtr _h_pt_l_hi;
+ Histo1DPtr _h_pt_s_hi;
+ Histo1DPtr _h_xsi_l_hi;
+ Histo1DPtr _h_xsi_s_hi;
+ Histo1DPtr _h_pt_1_l_hi;
+ Histo1DPtr _h_pt_1_s_hi;
+ Histo1DPtr _h_pt_2_l_hi;
+ Histo1DPtr _h_pt_2_s_hi;
+ Histo1DPtr _h_pt_3_l_hi;
+ Histo1DPtr _h_pt_3_s_hi;
+ Histo1DPtr _h_pt_4_l_hi;
+ Histo1DPtr _h_pt_4_s_hi;
+ Histo1DPtr _h_xsi_1_l_hi;
+ Histo1DPtr _h_xsi_1_s_hi;
+ Histo1DPtr _h_xsi_2_l_hi;
+ Histo1DPtr _h_xsi_2_s_hi;
+ Histo1DPtr _h_xsi_3_l_hi;
+ Histo1DPtr _h_xsi_3_s_hi;
+ Histo1DPtr _h_xsi_4_l_hi;
+ Histo1DPtr _h_xsi_4_s_hi;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<CMS_2012_I1116250> plugin_CMS_2012_I1116250;
}
Index: trunk/code/CMS_2013_I1256590_CHARGED.yoda
===================================================================
--- trunk/code/CMS_2013_I1256590_CHARGED.yoda (revision 0)
+++ trunk/code/CMS_2013_I1256590_CHARGED.yoda (revision 452)
@@ -0,0 +1,206 @@
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d01-x01-y03
+Path=/REF/CMS_2013_I1256590_CHARGED/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 9.996849e-01 1.534981e-02 1.496040e-02
+7.500000e-02 2.500000e-02 2.500000e-02 9.914790e-01 4.180134e-02 4.529186e-02
+1.250000e-01 2.500000e-02 2.500000e-02 9.037203e-01 4.181550e-02 3.772316e-02
+1.750000e-01 2.500000e-02 2.500000e-02 1.016727e+00 5.312961e-02 5.671926e-02
+2.250000e-01 2.500000e-02 2.500000e-02 1.273673e+00 1.439611e-01 1.400741e-01
+2.750000e-01 2.500000e-02 2.500000e-02 1.382885e+00 1.060964e-01 1.097498e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d01-x01-y02
+Path=/REF/CMS_2013_I1256590_CHARGED/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.470847e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.714706e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 3.694601e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.007718e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d01-x01-y01
+Path=/REF/CMS_2013_I1256590_CHARGED/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 1.266784e+01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 4.565196e+00 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 1.298714e+00 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 6.883952e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 4.738880e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 2.774874e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d03-x01-y01
+Path=/REF/CMS_2013_I1256590_CHARGED/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.589493e-02 2.640026e-02 2.607364e-02
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 1.372295e-01 1.308755e-01
+1.250000e+00 2.500000e-01 2.500000e-01 7.553553e-01 2.064520e-01 2.113501e-01
+1.750000e+00 2.500000e-01 2.500000e-01 1.219367e+00 1.948854e-01 1.904400e-01
+2.250000e+00 2.500000e-01 2.500000e-01 1.560549e+00 1.710532e-01 1.668595e-01
+2.750000e+00 2.500000e-01 2.500000e-01 1.804274e+00 2.437255e-01 2.817904e-01
+3.250000e+00 2.500000e-01 2.500000e-01 2.086064e+00 4.080724e-01 3.258002e-01
+3.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 4.787017e-01 4.655116e-01
+4.250000e+00 2.500000e-01 2.500000e-01 2.556013e+00 3.771229e-01 3.566198e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.273626e+00 4.731263e-01 4.790329e-01
+5.250000e+00 2.500000e-01 2.500000e-01 1.213483e-01 5.143852e-02 1.293548e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d03-x01-y03
+Path=/REF/CMS_2013_I1256590_CHARGED/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 9.511278e-01 2.506266e-01 2.631579e-01
+7.500000e-01 2.500000e-01 2.500000e-01 9.949875e-01 1.817043e-01 1.879699e-01
+1.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 1.190476e-01 1.190476e-01
+1.750000e+00 2.500000e-01 2.500000e-01 8.132832e-01 1.002506e-01 9.398496e-02
+2.250000e+00 2.500000e-01 2.500000e-01 7.380952e-01 8.145363e-02 8.145363e-02
+2.750000e+00 2.500000e-01 2.500000e-01 7.506266e-01 8.145363e-02 8.145363e-02
+3.250000e+00 2.500000e-01 2.500000e-01 8.508772e-01 8.771930e-02 8.771930e-02
+3.750000e+00 2.500000e-01 2.500000e-01 1.095238e+00 1.190476e-01 1.127820e-01
+4.250000e+00 2.500000e-01 2.500000e-01 1.508772e+00 1.879699e-01 1.879699e-01
+4.750000e+00 2.500000e-01 2.500000e-01 1.765664e+00 3.320802e-01 3.320802e-01
+5.250000e+00 2.500000e-01 2.500000e-01 2.223058e+00 6.892231e-01 6.892231e-01
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d03-x01-y02
+Path=/REF/CMS_2013_I1256590_CHARGED/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-01 2.500000e-01 2.500000e-01 4.793716e-02 0.000000e+00 0.000000e+00
+7.500000e-01 2.500000e-01 2.500000e-01 3.302992e-01 0.000000e+00 0.000000e+00
+1.250000e+00 2.500000e-01 2.500000e-01 8.990452e-01 0.000000e+00 0.000000e+00
+1.750000e+00 2.500000e-01 2.500000e-01 1.494066e+00 0.000000e+00 0.000000e+00
+2.250000e+00 2.500000e-01 2.500000e-01 2.147498e+00 0.000000e+00 0.000000e+00
+2.750000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.250000e+00 2.500000e-01 2.500000e-01 2.447121e+00 0.000000e+00 0.000000e+00
+3.750000e+00 2.500000e-01 2.500000e-01 2.243057e+00 0.000000e+00 0.000000e+00
+4.250000e+00 2.500000e-01 2.500000e-01 1.702521e+00 0.000000e+00 0.000000e+00
+4.750000e+00 2.500000e-01 2.500000e-01 7.231755e-01 0.000000e+00 0.000000e+00
+5.250000e+00 2.500000e-01 2.500000e-01 5.462544e-02 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d04-x01-y02
+Path=/REF/CMS_2013_I1256590_CHARGED/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 9.843526e-01 0.000000e+00 0.000000e+00
+1.310850e+00 1.162410e-01 1.162410e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.565954e+00 1.388630e-01 1.388630e-01 1.032045e+00 0.000000e+00 0.000000e+00
+1.870703e+00 1.658865e-01 1.658865e-01 9.689500e-01 0.000000e+00 0.000000e+00
+2.234760e+00 1.981700e-01 1.981700e-01 9.537884e-01 0.000000e+00 0.000000e+00
+2.669665e+00 2.367350e-01 2.367350e-01 8.407319e-01 0.000000e+00 0.000000e+00
+3.189208e+00 2.828065e-01 2.828065e-01 7.648242e-01 0.000000e+00 0.000000e+00
+3.809856e+00 3.378430e-01 3.378430e-01 6.132976e-01 0.000000e+00 0.000000e+00
+4.551290e+00 4.035905e-01 4.035905e-01 5.238152e-01 0.000000e+00 0.000000e+00
+5.437013e+00 4.821335e-01 4.821335e-01 4.473886e-01 0.000000e+00 0.000000e+00
+6.495107e+00 5.759600e-01 5.759600e-01 3.644549e-01 0.000000e+00 0.000000e+00
+7.759116e+00 6.880480e-01 6.880480e-01 2.922493e-01 0.000000e+00 0.000000e+00
+9.269112e+00 8.219480e-01 8.219480e-01 2.418587e-01 0.000000e+00 0.000000e+00
+1.107298e+01 9.819200e-01 9.819200e-01 1.764312e-01 0.000000e+00 0.000000e+00
+1.322790e+01 1.173000e+00 1.173000e+00 1.370839e-01 0.000000e+00 0.000000e+00
+1.580216e+01 1.401255e+00 1.401255e+00 1.015896e-01 0.000000e+00 0.000000e+00
+1.887738e+01 1.673970e+00 1.673970e+00 6.957701e-02 0.000000e+00 0.000000e+00
+2.255110e+01 1.999745e+00 1.999745e+00 4.917913e-02 0.000000e+00 0.000000e+00
+2.693975e+01 2.388910e+00 2.388910e+00 3.368195e-02 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.306820e-02 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 1.287031e-02 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 6.532336e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d04-x01-y03
+Path=/REF/CMS_2013_I1256590_CHARGED/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 1.050239e+00 5.598086e-01 5.645933e-01
+1.310850e+00 1.162410e-01 1.162410e-01 6.339713e-01 4.354067e-01 4.354067e-01
+1.565954e+00 1.388630e-01 1.388630e-01 6.818182e-01 3.636364e-01 3.684211e-01
+1.870703e+00 1.658865e-01 1.658865e-01 4.043062e-01 2.918660e-01 2.918660e-01
+2.234760e+00 1.981700e-01 1.981700e-01 2.224880e-01 2.344498e-01 2.392344e-01
+2.669665e+00 2.367350e-01 2.367350e-01 5.502392e-02 1.818182e-01 1.866029e-01
+3.189208e+00 2.828065e-01 2.828065e-01 -5.502392e-02 1.387560e-01 1.435407e-01
+3.809856e+00 3.378430e-01 3.378430e-01 -6.937799e-02 1.052632e-01 1.004785e-01
+4.551290e+00 4.035905e-01 4.035905e-01 -9.808612e-02 7.177033e-02 7.177033e-02
+5.437013e+00 4.821335e-01 4.821335e-01 -1.028708e-01 5.263158e-02 5.263158e-02
+6.495107e+00 5.759600e-01 5.759600e-01 -8.851675e-02 3.827751e-02 3.349282e-02
+7.759116e+00 6.880480e-01 6.880480e-01 -8.373206e-02 2.870813e-02 2.392344e-02
+9.269112e+00 8.219480e-01 8.219480e-01 -6.937799e-02 1.435407e-02 2.392344e-02
+1.107298e+01 9.819200e-01 9.819200e-01 -4.066986e-02 1.913876e-02 1.435407e-02
+1.322790e+01 1.173000e+00 1.173000e+00 -3.588517e-02 1.435407e-02 1.435407e-02
+1.580216e+01 1.401255e+00 1.401255e+00 -2.631579e-02 9.569378e-03 1.435407e-02
+1.887738e+01 1.673970e+00 1.673970e+00 -7.177033e-03 1.435407e-02 4.784689e-03
+2.255110e+01 1.999745e+00 1.999745e+00 -7.177033e-03 9.569378e-03 4.784689e-03
+2.693975e+01 2.388910e+00 2.388910e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+3.218248e+01 2.853820e+00 2.853820e+00 2.392344e-03 0.000000e+00 0.000000e+00
+3.844549e+01 3.409190e+00 3.409190e+00 2.392344e-03 0.000000e+00 0.000000e+00
+4.592735e+01 4.072655e+00 4.072655e+00 -2.392344e-03 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d04-x01-y01
+Path=/REF/CMS_2013_I1256590_CHARGED/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+1.097304e+00 9.730405e-02 9.730405e-02 2.033383e+00 4.782024e-01 4.627072e-01
+1.310850e+00 1.162410e-01 1.162410e-01 1.656449e+00 3.489591e-01 3.451167e-01
+1.565954e+00 1.388630e-01 1.388630e-01 1.709530e+00 2.947629e-01 3.238530e-01
+1.870703e+00 1.658865e-01 1.658865e-01 1.370839e+00 2.541162e-01 2.341778e-01
+2.234760e+00 1.981700e-01 1.981700e-01 1.189440e+00 2.204898e-01 1.813987e-01
+2.669665e+00 2.367350e-01 2.367350e-01 8.954777e-01 1.774117e-01 1.696391e-01
+3.189208e+00 2.828065e-01 2.828065e-01 7.068302e-01 1.400369e-01 1.339018e-01
+3.809856e+00 3.378430e-01 3.378430e-01 5.491943e-01 1.088062e-01 1.040393e-01
+4.551290e+00 4.035905e-01 4.035905e-01 4.267141e-01 8.454043e-02 8.890473e-02
+5.437013e+00 4.821335e-01 4.821335e-01 3.421737e-01 6.779131e-02 5.845289e-02
+6.495107e+00 5.759600e-01 5.759600e-01 2.700890e-01 4.656965e-02 4.613880e-02
+7.759116e+00 6.880480e-01 6.880480e-01 2.065706e-01 3.561760e-02 3.528807e-02
+9.269112e+00 8.219480e-01 8.219480e-01 1.709530e-01 2.947629e-02 2.607165e-02
+1.107298e+01 9.819200e-01 9.819200e-01 1.328274e-01 2.115517e-02 2.269066e-02
+1.322790e+01 1.173000e+00 1.173000e+00 1.015896e-01 1.883195e-02 1.924512e-02
+1.580216e+01 1.401255e+00 1.401255e+00 7.648242e-02 1.611232e-02 1.593491e-02
+1.887738e+01 1.673970e+00 1.673970e+00 5.667932e-02 1.332960e-02 1.073732e-02
+2.255110e+01 1.999745e+00 1.999745e+00 4.006265e-02 1.083773e-02 1.149923e-02
+2.693975e+01 2.388910e+00 2.388910e+00 2.831749e-02 8.615028e-03 9.295896e-03
+3.218248e+01 2.853820e+00 2.853820e+00 1.909070e-02 6.620015e-03 6.266981e-03
+3.844549e+01 3.409190e+00 3.409190e+00 1.170828e-02 4.750580e-03 4.856209e-03
+4.592735e+01 4.072655e+00 4.072655e+00 6.636175e-03 2.933691e-03 3.207351e-03
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d02-x01-y01
+Path=/REF/CMS_2013_I1256590_CHARGED/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.375449e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.643001e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.278651e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.612714e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.858084e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.979320e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
+# BEGIN YODA_SCATTER2D /REF/CMS_2013_I1256590_CHARGED/d02-x01-y02
+Path=/REF/CMS_2013_I1256590_CHARGED/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.500000e-02 2.500000e-02 2.500000e-02 6.357711e-01 0.000000e+00 0.000000e+00
+7.500000e-02 2.500000e-02 2.500000e-02 8.678478e-01 0.000000e+00 0.000000e+00
+1.250000e-01 2.500000e-02 2.500000e-02 9.366820e-01 0.000000e+00 0.000000e+00
+1.750000e-01 2.500000e-02 2.500000e-02 9.700882e-01 0.000000e+00 0.000000e+00
+2.250000e-01 2.500000e-02 2.500000e-02 9.892897e-01 0.000000e+00 0.000000e+00
+2.750000e-01 2.500000e-02 2.500000e-02 9.978656e-01 0.000000e+00 0.000000e+00
+# END YODA_SCATTER2D
+
Index: trunk/code/CMS_2013_I1256590_GRIDSUB2.plot
===================================================================
--- trunk/code/CMS_2013_I1256590_GRIDSUB2.plot (revision 0)
+++ trunk/code/CMS_2013_I1256590_GRIDSUB2.plot (revision 452)
@@ -0,0 +1,81 @@
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d01-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d01-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d01-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$r$
+YLabel=$\rho_\text{PbPb}/\rho_\text{pp}$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d02-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d02-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d03-x01-y01
+Title=PbPb 0-10
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d03-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d03-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$\xi = \ln(1/z)$
+YLabel=$D_\text{PbPb}(\xi)/D_\text{pp}(\xi)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d04-x01-y01
+Title=PbPb 0-10
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d04-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_GRIDSUB2/d04-x01-y03
+Title=PbPb(0-10)-pp
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$D_\text{PbPb}(p_\perp)-D_\text{pp}(p_\perp)$
+LogX=1
+LogY=0
+# END PLOT
+
+
Index: trunk/code/ATLAS_CONF_2014_028.cc
===================================================================
--- trunk/code/ATLAS_CONF_2014_028.cc (revision 451)
+++ trunk/code/ATLAS_CONF_2014_028.cc (revision 452)
@@ -1,226 +1,225 @@
-// -*- C++ -*-
-#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
-#include "Rivet/Tools/Logging.hh"
-#include "Rivet/Projections/FinalState.hh"
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Tools/Logging.hh"
+#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
-
-namespace Rivet {
-
-
- class ATLAS_CONF_2014_028 : public Analysis {
- public:
-
- /// @name Constructors etc.
- //@{
-
- /// Constructor
- ATLAS_CONF_2014_028()
- : Analysis("ATLAS_CONF_2014_028")
- { }
-
- //@}
-
-
- public:
-
- /// @name Analysis methods
- //@{
-
- /// Book histograms and initialise projections before the run
- void init() {
-
- _etestbins += 70., 80., 90., 110., 140., 300.;
- _enbrbins += 30., 45., 60., 80., 130.;
-
- _netestbins = 5;
- _nenbrbins = 4;
-
- _centedges += 0.0, 0.1, 0.2, 0.4, 0.8;
- _jetparams += 0.2, 0.3, 0.4;
- _drmin += 0.5, 0.6, 0.8;
- _drmax = 1.6;
-
- _ncentbins = 4;
- _njetbins = 3;
- _nebins = 3;
-
- for (size_t j = 0; j < _njetbins; ++j) {
- for (size_t i = 0; i < _ncentbins; ++i) {
- for (size_t m = 0; m < _netestbins; ++m) {
- _ntestjets[i][m][j] = 0.;
- for (size_t n = 0; n < _nenbrbins; ++n) {
- _nnbrjets[i][m][n][j] = 0.;
- }
- }
- }
- }
-
+
+namespace Rivet {
+
+
+ class ATLAS_CONF_2014_028 : public Analysis {
+ public:
+
+ /// @name Constructors etc.
+ //@{
+
+ /// Constructor
+ ATLAS_CONF_2014_028()
+ : Analysis("ATLAS_CONF_2014_028")
+ { }
+
+ //@}
+
+
+ public:
+
+ /// @name Analysis methods
+ //@{
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ _etestbins += 70., 80., 90., 110., 140., 300.;
+ _enbrbins += 30., 45., 60., 80., 130.;
+
+ _netestbins = 5;
+ _nenbrbins = 4;
+
+ _centedges += 0.0, 0.1, 0.2, 0.4, 0.8;
+ _jetparams += 0.2, 0.3, 0.4;
+ _drmin += 0.5, 0.6, 0.8;
+ _drmax = 1.6;
+
+ _ncentbins = 4;
+ _njetbins = 3;
+ _nebins = 3;
+
+ for (size_t j = 0; j < _njetbins; ++j) {
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ for (size_t m = 0; m < _netestbins; ++m) {
+ _ntestjets[i][m][j] = 0.;
+ for (size_t n = 0; n < _nenbrbins; ++n) {
+ _nnbrjets[i][m][n][j] = 0.;
+ }
+ }
+ }
+ }
+
FinalState fs(-4.0, 4.0, 0*GeV);
addProjection(fs, "FS");
- for (size_t j = 0; j < _njetbins; ++j) {
- stringstream ss; ss << "Jets" << j;
- const string pname = ss.str();
- _names[j] = pname;
-
- FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
- fj.useInvisibles();
- addProjection(fj, pname);
- }
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- for (size_t j = 0; j < _njetbins; ++j) {
- for (size_t k = 0; k < _nebins; ++k) {
- _d_rvsetest[i][k][j] = bookDataPointSet(j+1, k+1, i+1);
- _d_rvsenbr[i][k][j] = bookDataPointSet(j+11, k+1, i+1);
- }
- }
- }
- for (size_t i = 0; i < _ncentbins; ++i) {
- for (size_t k = 0; k < _nebins; ++k) {
- if (i == _ncentbins-1) {
- _d_rhovsetest_ref[k] = bookDataPointSet(98, k+1, 1);
- _d_rhovsenbr_ref[k] = bookDataPointSet(99, k+1, 1);
- }
- else {
- _d_rhovsetest[i][k] = bookDataPointSet(21, k+1, i+1);
- _d_rhovsenbr[i][k] = bookDataPointSet(22, k+1, i+1);
- }
- }
- }
-
- }
-
-
- /// Perform the per-event analysis
- void analyze(const Event& event) {
- const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
-
- for (size_t j = 0; j < _njetbins; ++j) {
- const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByEt(_enbrbins.front()*GeV, _etestbins.back()*GeV, -2.8, 2.8);
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
- foreach (Jet jet, jets) {
- double ettest(jet.momentum().Et());
- for (size_t m = 0; m < _netestbins; ++m) {
- if (ettest > _etestbins[m] && ettest < _etestbins[m+1]) {
- _ntestjets[i][m][j] += weight;
- foreach (Jet jet2, jets) {
- double etnbr(jet2.momentum().Et());
- for (size_t n = 0; n < _nenbrbins; ++n) {
- if (etnbr > _enbrbins[n] && etnbr < _enbrbins[n+1] && deltaR(jet,jet2) > _drmin[j] && deltaR(jet,jet2) < _drmax) {
- _nnbrjets[i][m][n][j] += weight;
- }
- }
- }
- }
- }
- }
- }
- }
- }
-
- }
-
-
- /// Normalise histograms etc., after the run
- void finalize() {
-
- for (size_t j = 0; j < _njetbins; ++j) {
- for (size_t i = 0; i < _ncentbins; ++i) {
- for (size_t m = 0; m < _netestbins; ++m) {
- for (size_t offset = 0; offset < 3; ++offset) {
- double val(0.);
- for (size_t n = offset; n < _nenbrbins; ++n){
- val += _nnbrjets[i][m][n][j];
- }
- if (_ntestjets[i][m][j] == 0.) val = 0.;
- else val /= _ntestjets[i][m][j];
- _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setValue(val);
- _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setErrorPlus(0.);
- _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setErrorMinus(0.);
- if (j == _njetbins-1) {
- if (i == _ncentbins-1) {
- _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setValue(val);
- _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setErrorPlus(0.);
- _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setErrorMinus(0.);
- }
- else {
- _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setValue(val);
- _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setErrorPlus(0.);
- _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setErrorMinus(0.);
- }
- }
- }
- }
- for (size_t n = 0; n < _nenbrbins; ++n) {
- for (size_t offset = 1; offset < 4; ++offset) {
- double val(0.),norm(0.);
- for (size_t m = offset; m < _netestbins; ++m){
- val += _nnbrjets[i][m][n][j]/(_enbrbins[n+1]-_enbrbins[n]);
- norm += _ntestjets[i][m][j];
- }
- if (norm == 0.) val = 0.;
- else val /= norm;
- _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setValue(val);
- _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setErrorPlus(0.);
- _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setErrorMinus(0.);
- if (j == _njetbins-1) {
- if (i == _ncentbins-1){
- _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setValue(val);
- _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setErrorPlus(0.);
- _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setErrorMinus(0.);
- }
- else {
- _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setValue(val);
- _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setErrorPlus(0.);
- _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setErrorMinus(0.);
- }
- }
- }
- }
- }
- }
-
- }
-
- //@}
-
-
- private:
-
- vector<double> _etestbins, _enbrbins;
- size_t _netestbins, _nenbrbins;
-
- vector<double> _centedges, _jetparams, _drmin;
- double _drmax;
- size_t _ncentbins, _njetbins, _nebins;
-
- string _names[3];
-
- double _ntestjets[4][5][3];
- double _nnbrjets[4][5][4][3];
-
- private:
-
- /// @name Histograms
- //@{
- AIDA::IDataPointSet *_d_rvsetest[4][3][3];
- AIDA::IDataPointSet *_d_rvsenbr[4][3][3];
- AIDA::IDataPointSet *_d_rhovsetest[3][3];
- AIDA::IDataPointSet *_d_rhovsenbr[3][3];
- AIDA::IDataPointSet *_d_rhovsetest_ref[3];
- AIDA::IDataPointSet *_d_rhovsenbr_ref[3];
- //@}
-
-
- };
-
-
-
- // The hook for the plugin system
- DECLARE_RIVET_PLUGIN(ATLAS_CONF_2014_028);
-
-}
+ for (size_t j = 0; j < _njetbins; ++j) {
+ stringstream ss; ss << "Jets" << j;
+ const string pname = ss.str();
+ _names[j] = pname;
+
+ FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
+ fj.useInvisibles();
+ addProjection(fj, pname);
+ }
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ for (size_t j = 0; j < _njetbins; ++j) {
+ for (size_t k = 0; k < _nebins; ++k) {
+ _d_rvsetest[i][k][j] = bookDataPointSet(j+1, k+1, i+1);
+ _d_rvsenbr[i][k][j] = bookDataPointSet(j+11, k+1, i+1);
+ }
+ }
+ }
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ for (size_t k = 0; k < _nebins; ++k) {
+ if (i == _ncentbins-1) {
+ _d_rhovsetest_ref[k] = bookDataPointSet(98, k+1, 1);
+ _d_rhovsenbr_ref[k] = bookDataPointSet(99, k+1, 1);
+ }
+ else {
+ _d_rhovsetest[i][k] = bookDataPointSet(21, k+1, i+1);
+ _d_rhovsenbr[i][k] = bookDataPointSet(22, k+1, i+1);
+ }
+ }
+ }
+
+ }
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+
+ for (size_t j = 0; j < _njetbins; ++j) {
+ const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByEt(_enbrbins.front()*GeV, _etestbins.back()*GeV, -2.8, 2.8);
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
+ foreach (Jet jet, jets) {
+ double ettest(jet.momentum().Et());
+ for (size_t m = 0; m < _netestbins; ++m) {
+ if (ettest > _etestbins[m] && ettest < _etestbins[m+1]) {
+ _ntestjets[i][m][j] += weight;
+ foreach (Jet jet2, jets) {
+ double etnbr(jet2.momentum().Et());
+ for (size_t n = 0; n < _nenbrbins; ++n) {
+ if (etnbr > _enbrbins[n] && etnbr < _enbrbins[n+1] && deltaR(jet,jet2) > _drmin[j] && deltaR(jet,jet2) < _drmax) {
+ _nnbrjets[i][m][n][j] += weight;
+ }
+ }
+ }
+ }
+ }
+ }
+ }
+ }
+ }
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ for (size_t j = 0; j < _njetbins; ++j) {
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ for (size_t m = 0; m < _netestbins; ++m) {
+ for (size_t offset = 0; offset < 3; ++offset) {
+ double val(0.);
+ for (size_t n = offset; n < _nenbrbins; ++n){
+ val += _nnbrjets[i][m][n][j];
+ }
+ if (_ntestjets[i][m][j] == 0.) val = 0.;
+ else val /= _ntestjets[i][m][j];
+ _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setValue(val);
+ _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setErrorPlus(0.);
+ _d_rvsetest[i][offset][j]->point(m)->coordinate(1)->setErrorMinus(0.);
+ if (j == _njetbins-1) {
+ if (i == _ncentbins-1) {
+ _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setValue(val);
+ _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setErrorPlus(0.);
+ _d_rhovsetest_ref[offset]->point(m)->coordinate(1)->setErrorMinus(0.);
+ }
+ else {
+ _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setValue(val);
+ _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setErrorPlus(0.);
+ _d_rhovsetest[i][offset]->point(m)->coordinate(1)->setErrorMinus(0.);
+ }
+ }
+ }
+ }
+ for (size_t n = 0; n < _nenbrbins; ++n) {
+ for (size_t offset = 1; offset < 4; ++offset) {
+ double val(0.),norm(0.);
+ for (size_t m = offset; m < _netestbins; ++m){
+ val += _nnbrjets[i][m][n][j]/(_enbrbins[n+1]-_enbrbins[n]);
+ norm += _ntestjets[i][m][j];
+ }
+ if (norm == 0.) val = 0.;
+ else val /= norm;
+ _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setValue(val);
+ _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setErrorPlus(0.);
+ _d_rvsenbr[i][offset-1][j]->point(n)->coordinate(1)->setErrorMinus(0.);
+ if (j == _njetbins-1) {
+ if (i == _ncentbins-1){
+ _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setValue(val);
+ _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setErrorPlus(0.);
+ _d_rhovsenbr_ref[offset-1]->point(n)->coordinate(1)->setErrorMinus(0.);
+ }
+ else {
+ _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setValue(val);
+ _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setErrorPlus(0.);
+ _d_rhovsenbr[i][offset-1]->point(n)->coordinate(1)->setErrorMinus(0.);
+ }
+ }
+ }
+ }
+ }
+ }
+
+ }
+
+ //@}
+
+
+ private:
+
+ vector<double> _etestbins, _enbrbins;
+ size_t _netestbins, _nenbrbins;
+
+ vector<double> _centedges, _jetparams, _drmin;
+ double _drmax;
+ size_t _ncentbins, _njetbins, _nebins;
+
+ string _names[3];
+
+ double _ntestjets[4][5][3];
+ double _nnbrjets[4][5][4][3];
+
+ private:
+
+ /// @name Histograms
+ //@{
+ AIDA::IDataPointSet *_d_rvsetest[4][3][3];
+ AIDA::IDataPointSet *_d_rvsenbr[4][3][3];
+ AIDA::IDataPointSet *_d_rhovsetest[3][3];
+ AIDA::IDataPointSet *_d_rhovsenbr[3][3];
+ AIDA::IDataPointSet *_d_rhovsetest_ref[3];
+ AIDA::IDataPointSet *_d_rhovsenbr_ref[3];
+ //@}
+
+
+ };
+
+
+
+ // The hook for the plugin system
+ DECLARE_RIVET_PLUGIN(ATLAS_CONF_2014_028);
+
+}
Index: trunk/code/CMS_2013_I1256590_4MOMSUB.plot
===================================================================
--- trunk/code/CMS_2013_I1256590_4MOMSUB.plot (revision 0)
+++ trunk/code/CMS_2013_I1256590_4MOMSUB.plot (revision 452)
@@ -0,0 +1,81 @@
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d01-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d01-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d01-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$r$
+YLabel=$\rho_\text{PbPb}/\rho_\text{pp}$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d02-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d02-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d03-x01-y01
+Title=PbPb 0-10
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d03-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d03-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$\xi = \ln(1/z)$
+YLabel=$D_\text{PbPb}(\xi)/D_\text{pp}(\xi)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d04-x01-y01
+Title=PbPb 0-10
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d04-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_4MOMSUB/d04-x01-y03
+Title=PbPb(0-10)-pp
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$D_\text{PbPb}(p_\perp)-D_\text{pp}(p_\perp)$
+LogX=1
+LogY=0
+# END PLOT
+
+
Index: trunk/code/CMS_2012_I1088823.cc
===================================================================
--- trunk/code/CMS_2012_I1088823.cc (revision 451)
+++ trunk/code/CMS_2012_I1088823.cc (revision 452)
@@ -1,80 +1,78 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
-#include "Rivet/RivetAIDA.hh"
namespace Rivet {
/// @brief STAR identified hadron spectra in pp at 200 GeV
class CMS_2012_I1088823 : public Analysis {
public:
/// Constructor
CMS_2012_I1088823()
: Analysis("CMS_2012_I1088823"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
ChargedFinalState cfs(-2.5, 2.5, 0.45*GeV);
addProjection(cfs, "CFS");
- _h_pT_pp = bookHistogram1D(1, 1, 1);
- _h_pT_aa = bookHistogram1D(3, 1, 1);
- _h_pT_ratio = bookHistogram1D(5, 1, 1);
+ _h_pT_pp = bookHisto1D(1, 1, 1);
+ _h_pT_aa = bookHisto1D(3, 1, 1);
+ _h_pT_ratio = bookHisto1D(5, 1, 1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double centrality = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double centrality = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
if (centrality>0.05) vetoEvent;
_sumWeightSelected += weight;
const ChargedFinalState& cfs = applyProjection<ChargedFinalState>(event, "CFS");
foreach (const Particle& p, cfs.particles()) {
if (fabs(p.momentum().eta())<1.) {
const double pT = p.momentum().pT() / GeV;
if (centrality<0.) _h_pT_pp->fill(pT, weight/pT);
_h_pT_aa->fill(pT, weight/pT);
_h_pT_ratio->fill(pT, weight/pT);
}
}
}
/// Finalize
void finalize() {
if (_sumWeightSelected == 0.) _sumWeightSelected = 1.;
// scale(_h_pT_pp,crossSection()/(millibarn*2.*M_PI*2.*_sumWeightSelected));
// scale(_h_pT_aa,crossSection()*1660./(millibarn*2.*M_PI*2.*_sumWeightSelected));
scale(_h_pT_pp,crossSection()*2.5/(millibarn*2.*M_PI*2.*_sumWeightSelected));
scale(_h_pT_aa,crossSection()*2.5/(millibarn*2.*M_PI*2.*_sumWeightSelected));
scale(_h_pT_ratio,crossSection()*2.5/(millibarn*2.*M_PI*2.*_sumWeightSelected));
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_pT_pp;
- AIDA::IHistogram1D * _h_pT_aa;
- AIDA::IHistogram1D * _h_pT_ratio;
+ Histo1DPtr _h_pT_pp;
+ Histo1DPtr _h_pT_aa;
+ Histo1DPtr _h_pT_ratio;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<CMS_2012_I1088823> plugin_CMS_2012_I1088823;
}
Index: trunk/code/ALICE_JETRAA2.cc
===================================================================
--- trunk/code/ALICE_JETRAA2.cc (revision 451)
+++ trunk/code/ALICE_JETRAA2.cc (revision 452)
@@ -1,103 +1,102 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
-#include "Rivet/Tools/ParticleIdUtils.hh"
+#include "Rivet/Tools/ParticleIdUtils.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief jet pt spectrum
class ALICE_JETRAA2 : public Analysis {
public:
/// Constructor
ALICE_JETRAA2()
: Analysis("ALICE_JETRAA2"),
// Rosi, please fill in the numbers
_hadronetamax(1.), _hadronptmin(0.15), _jetradius(0.2), _jetetamax(0.5), _jetptmin(30.),
_jetptmax(120.), _biastrackpt(5.), _centmin(0.0), _centmax(0.1), _nbins(8)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
// this is for fully reconstructed jets, if you need track jets you have to replace FinalState by ChargedFinalState
FinalState fs(-_hadronetamax, _hadronetamax, _hadronptmin*GeV);
addProjection(fs, "FS");
FastJets fj(fs, FastJets::ANTIKT, _jetradius);
fj.useInvisibles();
addProjection(fj, "Jets");
-
- _sumwtcentbins = 0.;
- jetpt = bookHistogram1D("jetspec", binEdges(1, 1, 1));
- _h_ratio = bookHistogram1D(1, 1, 1);
+ _sumwtcentbins = 0.;
+
+ jetpt = bookHisto1D("jetspec", refData(1, 1, 1));
+ _h_ratio = bookHisto1D(1, 1, 1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
// check if event is in required centrality class
- if (cent>0. && (cent<=_centmin || cent>_centmax)) return;
+ if (cent>0. && (cent<=_centmin || cent>_centmax)) return;
_sumwtcentbins += weight;
- const Jets alljets = applyProjection<FastJets>(event, "Jets").jetsByPt(_jetptmin*GeV, _jetptmax*GeV, -_jetetamax, _jetetamax);
+ Cut cuts = Cuts::abseta < _jetetamax && Cuts::pT > _jetptmin*GeV && Cuts::pT < _jetptmax*GeV;
+ const Jets alljets = applyProjection<FastJets>(event, "Jets").jetsByPt(cuts);
// if (alljets.size() == 0) vetoEvent;
// track bias
Jets biasedjets;
foreach (Jet jet, alljets) {
vector< Particle > & particles(jet.particles());
foreach (Particle part, particles) {
if (part.momentum().pT() > _biastrackpt*GeV && PID::charge(part.pdgId()) != 0) {
biasedjets.push_back(jet);
break;
}
}
}
// if (biasedjets.size() == 0) vetoEvent;
// fill histogram
foreach (Jet jet, biasedjets){
jetpt->fill(jet.momentum().pT(),weight);
_h_ratio->fill(jet.momentum().pT(),weight);
}
}
/// Finalize
void finalize() {
// normalise histogram
scale(jetpt,crossSection()/(_sumwtcentbins>0.?_sumwtcentbins:1.));
scale(_h_ratio,crossSection()/(_sumwtcentbins>0.?_sumwtcentbins:1.));
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
double _hadronetamax, _hadronptmin, _jetradius, _jetetamax, _jetptmin, _jetptmax;
double _biastrackpt, _centmin, _centmax;
- double _sumwtcentbins;
+ double _sumwtcentbins;
int _nbins;
- AIDA::IHistogram1D * jetpt;
- AIDA::IHistogram1D * _h_ratio;
+ Histo1DPtr jetpt;
+ Histo1DPtr _h_ratio;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ALICE_JETRAA2> plugin_ALICE_JETRAA2;
}
Index: trunk/code/CMS_2011_I889010.cc
===================================================================
--- trunk/code/CMS_2011_I889010.cc (revision 451)
+++ trunk/code/CMS_2011_I889010.cc (revision 452)
@@ -1,229 +1,227 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief CMS dijet asymmetry in PbPb at 2.76 TeV and pp at 7 TeV
class CMS_2011_I889010 : public Analysis {
public:
/// Constructor
CMS_2011_I889010()
: Analysis("CMS_2011_I889010"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
}
/// Book projections and histograms
void init() {
VisibleFinalState vfs(-5.0, 5.0, 0.*GeV);
ChargedFinalState cfs(-2.4, 2.4, 0.5*GeV);
addProjection(vfs, "VFS");
addProjection(cfs, "CFS");
addProjection(FastJets(vfs, FastJets::ANTIKT, 0.5), "Jets");
if (fuzzyEquals(sqrtS()/GeV, 7000., 1E-3)) {
} else if (fuzzyEquals(sqrtS()/GeV, 2760., 1E-3)) {
}
- _h_jetpt = bookHistogram1D("jetpt", 8, 120.0, 320.0,
+ _h_jetpt = bookHisto1D("jetpt", 8, 120.0, 320.0,
"leading jet pt spectrum",
"$p_\\perp\\ [GeV]$",
"$1/N_\\mathrm{jet} \\mathrm{d}\\N/\\mathrm{d} p_\\perp$");
- _h_aj = bookHistogram1D("A_J", 16, 0.0, 1.0,
+ _h_aj = bookHisto1D("A_J", 16, 0.0, 1.0,
"dijet asymmetry",
"$A_\\mathrm{J}$",
"$1/N_\\mathrm{jet} \\mathrm{d}\\N/\\mathrm{d} A_\\mathrm{J}$");
- _h_dphi = bookHistogram1D("delta_phi", 28, 0.0, M_PI,
+ _h_dphi = bookHisto1D("delta_phi", 28, 0.0, M_PI,
"dijet azimuthal decorrelation",
"$\\Delta \\phi$",
"$1/N_\\mathrm{jet} \\mathrm{d}\\N/\\mathrm{d} \\Delta \\phi$");
std::vector<double> pTs;
pTs += 0.5, 1.0, 2.0, 4.0, 8.0;
for (int i=0; i<=5; i++){
std::stringstream p1namea, p2namea, p3namea;
std::stringstream p1nameb, p2nameb, p3nameb;
p1namea<<"pmiss_all_"<<i;
p2namea<<"pmiss_in_"<<i;
p3namea<<"pmiss_out_"<<i;
if (i==0 || i==5){
p1nameb<<"missing momentum all pt > "<<(i==0?pTs[0]:pTs[4])<<" GeV";
p2nameb<<"missing momentum in pt > "<<(i==0?pTs[0]:pTs[4])<<" GeV";
p3nameb<<"missing momentum out pt > "<<(i==0?pTs[0]:pTs[4])<<" GeV";
}
else {
p1nameb<<"missing momentum all "<<pTs[i-1]<<" GeV < pt < "<<pTs[i]<<" GeV";
p2nameb<<"missing momentum in "<<pTs[i-1]<<" GeV < pt < "<<pTs[i]<<" GeV";
p3nameb<<"missing momentum out "<<pTs[i-1]<<" GeV < pt < "<<pTs[i]<<" GeV";
}
_p_pmissall.push_back(bookProfile1D(p1namea.str(), 4, 0.0, 0.5, p1nameb.str(),
"$A_\\mathrm{J}$",
"$<p_{\\perp, \\mathrm{miss}}^\\parallel> [\\mathrm{GeV}]$"));
_p_pmissin.push_back(bookProfile1D(p2namea.str(), 4, 0.0, 0.5, p2nameb.str(),
"$A_\\mathrm{J}$",
"$<p_{\\perp, \\mathrm{miss}}^\\parallel> [\\mathrm{GeV}]$"));
_p_pmissout.push_back(bookProfile1D(p3namea.str(), 4, 0.0, 0.5, p3nameb.str(),
"$A_\\mathrm{J}$",
"$<p_{\\perp, \\mathrm{miss}}^\\parallel> [\\mathrm{GeV}]$"));
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
const Jets alljets = applyProjection<FastJets>(event, "Jets").jetsByPt();
Jets jets;
foreach (Jet jet, alljets) {
if (fabs(jet.momentum().eta())<2.0 && jet.momentum().pT()>50.) {
jets.push_back(jet);
}
}
if (jets.size() < 2 || jets[0].momentum().pT() < 120.) vetoEvent;
Jet partner = jets[1];
double deltaphi = deltaPhi(partner,jets[0]);
if (deltaphi < 2.*M_PI/3.) vetoEvent;
double pt1 = jets[0].momentum().pT();
double pt2 = partner.momentum().pT();
double aj = (pt1-pt2)/(pt1+pt2);
_sumWeightSelected += event.weight();
_h_jetpt->fill(pt1,weight);
_h_aj->fill(aj,weight);
_h_dphi->fill(deltaphi,weight);
jets.clear();
const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
foreach (Jet jet, alljets) {
if (fabs(jet.momentum().eta())<1.6 && jet.momentum().pT()>50.) {
jets.push_back(jet);
}
}
if (jets.size() > 1 && jets[0].momentum().pT() > 120.){
partner = jets[1];
double angle = deltaPhi(partner,jets[0]);
if (angle > 2.*M_PI/3.) {
pt1 = jets[0].momentum().pT();
pt2 = partner.momentum().pT();
aj = (pt1-pt2)/(pt1+pt2);
double philead = jets[0].momentum().azimuthalAngle();
std::vector<double> pmissall;
for(int i=0; i<=5; i++) pmissall.push_back(0.);
foreach (Particle p, tracks.particles()){
double pt = p.momentum().pT();
double phi = p.momentum().azimuthalAngle();
pmissall[0] += -pt*cos(phi-philead);
if (pt < 1. ){
pmissall[1] += -pt*cos(phi-philead);
}
else if (pt < 2.){
pmissall[2] += -pt*cos(phi-philead);
}
else if (pt < 4.){
pmissall[3] += -pt*cos(phi-philead);
}
else if (pt < 8.){
pmissall[4] += -pt*cos(phi-philead);
}
else {
pmissall[5] += -pt*cos(phi-philead);
}
}
for (int i=0; i<=5; i++){
_p_pmissall[i]->fill(aj,pmissall[i],weight);
}
}
if (angle > 5.*M_PI/5.) {
pt1 = jets[0].momentum().pT();
pt2 = partner.momentum().pT();
aj = (pt1-pt2)/(pt1+pt2);
double philead = jets[0].momentum().azimuthalAngle();
std::vector<double> pmissin, pmissout;
for(int i=0; i<=5; i++){
pmissin.push_back(0.);
pmissout.push_back(0.);
}
foreach (Particle p, tracks.particles()){
double pt = p.momentum().pT();
double phi = p.momentum().azimuthalAngle();
double dR1 = deltaR(jets[0],p);
double dR2 = deltaR(partner,p);
if (dR1 < 0.8 || dR2 < 0.8) pmissin[0] += -pt*cos(phi-philead);
else pmissout[0] += -pt*cos(phi-philead);
if (pt < 1. ){
if (dR1 < 0.8 || dR2 < 0.8) pmissin[1] += -pt*cos(phi-philead);
else pmissout[1] += -pt*cos(phi-philead);
}
else if (pt < 2.){
if (dR1 < 0.8 || dR2 < 0.8) pmissin[2] += -pt*cos(phi-philead);
else pmissout[2] += -pt*cos(phi-philead);
}
else if (pt < 4.){
if (dR1 < 0.8 || dR2 < 0.8) pmissin[3] += -pt*cos(phi-philead);
else pmissout[3] += -pt*cos(phi-philead);
}
else if (pt < 8. || dR2 < 0.8){
if (dR1 < 0.8) pmissin[4] += -pt*cos(phi-philead);
else pmissout[4] += -pt*cos(phi-philead);
}
else {
if (dR1 < 0.8 || dR2 < 0.8) pmissin[5] += -pt*cos(phi-philead);
else pmissout[5] += -pt*cos(phi-philead);
}
}
for (int i=0; i<=5; i++){
_p_pmissin[i]->fill(aj,pmissin[i],weight);
_p_pmissout[i]->fill(aj,pmissout[i],weight);
}
}
}
}
/// Finalize
void finalize() {
scale(_h_jetpt,1./_sumWeightSelected);
scale(_h_aj,1./_sumWeightSelected);
scale(_h_dphi,1./_sumWeightSelected);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_jetpt;
- AIDA::IHistogram1D * _h_aj;
- AIDA::IHistogram1D * _h_dphi;
- std::vector<AIDA::IProfile1D *> _p_pmissall;
- std::vector<AIDA::IProfile1D *> _p_pmissin;
- std::vector<AIDA::IProfile1D *> _p_pmissout;
+ Histo1DPtr _h_jetpt;
+ Histo1DPtr _h_aj;
+ Histo1DPtr _h_dphi;
+ std::vector<Profile1DPtr> _p_pmissall;
+ std::vector<Profile1DPtr> _p_pmissin;
+ std::vector<Profile1DPtr> _p_pmissout;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<CMS_2011_I889010> plugin_CMS_2011_I889010;
}
Index: trunk/code/MC_AJ2.cc
===================================================================
--- trunk/code/MC_AJ2.cc (revision 451)
+++ trunk/code/MC_AJ2.cc (revision 452)
@@ -1,558 +1,558 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include <iostream>
namespace Rivet {
class MC_AJ2 : public Analysis {
public:
/// Constructor
MC_AJ2()
: Analysis("MC_AJ2")
{
setNeedsCrossSection(true);
_pt0min = 100.; _pt1min = 20.; _ptcut = 5.;
_gridrmax = 10.; _gridphimax = M_PI;
_ngridrbins = 50; _ngridphibins = 31;
_gridLnmax = 8.; _gridMoPtmax = 1.;
_ngridLnbins = 16; _ngridMoPtbins = 20;
_nlnbins = 32; _lnmax = 16.;
}
public:
/// Book histograms and initialise projections before the run
void init() {
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
FastJets fj(fs, FastJets::ANTIKT, 0.4);
fj.useInvisibles();
addProjection(fj, "Jets");
readLnGrid();
readDPtGrid();
- _h_aj = bookHistogram1D("aj", 20, 0., 1.);
- _h_aj_av1 = bookHistogram1D("ajav1", 20, 0., 1.);
- _h_aj_av2 = bookHistogram1D("ajav2", 20, 0., 1.);
- _h_aj_av3 = bookHistogram1D("ajav3", 20, 0., 1.);
- _h_aj_in = bookHistogram1D("ajin", 20, 0., 1.);
-
- _h_virtopt[0] = bookHistogram1D("virtopt_0",100, 0., 2.);
- _h_virtopt[1] = bookHistogram1D("virtopt_1",100, 0., 2.);
- _h_deltapt[0] = bookHistogram1D("deltapt_0",100, 0., 100.);
- _h_deltapt[1] = bookHistogram1D("deltapt_1",100, 0., 100.);
- _h_deltaptopt[0] = bookHistogram1D("deltaptopt_0",100, 0., 1.);
- _h_deltaptopt[1] = bookHistogram1D("deltaptopt_1",100, 0., 1.);
- _h_ptratio[0] = bookHistogram1D("ptratio_0",100, 0., 1.);
- _h_ptratio[1] = bookHistogram1D("ptratio_1",100, 0., 1.);
- _p_deltaptoverptlog[0] = bookProfile1D("deltaptoverptlog_0", logBinEdges(20, 0.01, 1.));
- _p_deltaptoverptlog[1] = bookProfile1D("deltaptoverptlog_1", logBinEdges(20, 0.01, 1.));
- _p_meanptshift2log2[0] = bookProfile1D("meanptshift2log_0", logBinEdges(20, 0.01, 1.));
- _p_meanptshift2log2[1] = bookProfile1D("meanptshift2log_1", logBinEdges(20, 0.01, 1.));
+ _h_aj = bookHisto1D("aj", 20, 0., 1.);
+ _h_aj_av1 = bookHisto1D("ajav1", 20, 0., 1.);
+ _h_aj_av2 = bookHisto1D("ajav2", 20, 0., 1.);
+ _h_aj_av3 = bookHisto1D("ajav3", 20, 0., 1.);
+ _h_aj_in = bookHisto1D("ajin", 20, 0., 1.);
+
+ _h_virtopt[0] = bookHisto1D("virtopt_0",100, 0., 2.);
+ _h_virtopt[1] = bookHisto1D("virtopt_1",100, 0., 2.);
+ _h_deltapt[0] = bookHisto1D("deltapt_0",100, 0., 100.);
+ _h_deltapt[1] = bookHisto1D("deltapt_1",100, 0., 100.);
+ _h_deltaptopt[0] = bookHisto1D("deltaptopt_0",100, 0., 1.);
+ _h_deltaptopt[1] = bookHisto1D("deltaptopt_1",100, 0., 1.);
+ _h_ptratio[0] = bookHisto1D("ptratio_0",100, 0., 1.);
+ _h_ptratio[1] = bookHisto1D("ptratio_1",100, 0., 1.);
+ _p_deltaptoverptlog[0] = bookProfile1D("deltaptoverptlog_0", logspace(20, 0.01, 1.));
+ _p_deltaptoverptlog[1] = bookProfile1D("deltaptoverptlog_1", logspace(20, 0.01, 1.));
+ _p_meanptshift2log2[0] = bookProfile1D("meanptshift2log_0", logspace(20, 0.01, 1.));
+ _p_meanptshift2log2[1] = bookProfile1D("meanptshift2log_1", logspace(20, 0.01, 1.));
_p_meanptshift = bookProfile1D("meanptshift", 100, 0., 300.);
_p_meanptshift2 = bookProfile1D("meanptshift2", 100, 0., 1.);
- _p_meanptshift2log = bookProfile1D("meanptshift2log", logBinEdges(20, 0.01, 1.));
- _h_lns = bookHistogram1D("path_lengths", 50, 0., 20.);
- _h_lns2 = bookHistogram2D("path_lengths_2d", 50, 0., 10., 50, 0., 10.);
- _h_ln0 = bookHistogram1D("path_lengths_0", 50, 0., 20.);
- _h_ln1 = bookHistogram1D("path_lengths_1", 50, 0., 20.);
- _h_jetpt00 = bookHistogram1D("jetpt00",30, 0., 300.);
- _h_jetpt10 = bookHistogram1D("jetpt10",30, 0., 300.);
- _h_jetpt01 = bookHistogram1D("jetpt01",30, 0., 300.);
- _h_jetpt11 = bookHistogram1D("jetpt11",30, 0., 300.);
- _h_jetpt02 = bookHistogram1D("jetpt02",30, 0., 300.);
- _h_jetpt12 = bookHistogram1D("jetpt12",30, 0., 300.);
+ _p_meanptshift2log = bookProfile1D("meanptshift2log", logspace(20, 0.01, 1.));
+ _h_lns = bookHisto1D("path_lengths", 50, 0., 20.);
+ _h_lns2 = bookHisto2D("path_lengths_2d", 50, 0., 10., 50, 0., 10.);
+ _h_ln0 = bookHisto1D("path_lengths_0", 50, 0., 20.);
+ _h_ln1 = bookHisto1D("path_lengths_1", 50, 0., 20.);
+ _h_jetpt00 = bookHisto1D("jetpt00",30, 0., 300.);
+ _h_jetpt10 = bookHisto1D("jetpt10",30, 0., 300.);
+ _h_jetpt01 = bookHisto1D("jetpt01",30, 0., 300.);
+ _h_jetpt11 = bookHisto1D("jetpt11",30, 0., 300.);
+ _h_jetpt02 = bookHisto1D("jetpt02",30, 0., 300.);
+ _h_jetpt12 = bookHisto1D("jetpt12",30, 0., 300.);
for (size_t i = 0; i < _nlnbins; ++i) {
stringstream ss; ss << "Deltapt" << "_" << i;
- _p_ptshift_2d[i] = bookProfile1D(ss.str(), logBinEdges(20, 0.01, 1.));
+ _p_ptshift_2d[i] = bookProfile1D(ss.str(), logspace(20, 0.01, 1.));
}
_p_unmatchedfrac = bookProfile1D("unmatchedfrac", 1, -0.5, 0.5);
_p_swapfrac0 = bookProfile1D("swapfrac0", 1, -0.5, 0.5);
_p_swapfrac1 = bookProfile1D("swapfrac1", 1, -0.5, 0.5);
_p_swapfrac2 = bookProfile1D("swapfrac2", 1, -0.5, 0.5);
_p_swapfrac3 = bookProfile1D("swapfrac3", 1, -0.5, 0.5);
}
/// read in path length grid
void readLnGrid() {
std::ifstream infile("geo-finegrid.dat");
if (infile.is_open()) {
for (size_t i = 0; i < _ngridrbins ; ++i) {
for (size_t j = 0; j < _ngridphibins ; ++j) {
infile >> _Lngrid[i][j];
}
}
}
else {
cout<<"Unable to open input file.\n";
exit(1);
}
}
/// read in path Delta pt
void readDPtGrid() {
std::ifstream infile("Deltapt2.dat");
if (infile.is_open()) {
for (size_t i = 0; i < _ngridLnbins ; ++i) {
for (size_t j = 0; j < _ngridMoPtbins ; ++j) {
infile >> _DPtgrid[i][j];
}
}
}
else {
cout<<"Unable to open input file.\n";
exit(1);
}
}
/// interpolation on path length grid
double getLn(double r, double phi, double jetphi, double jeteta) {
double phirel;
if (jetphi > phi) phirel = jetphi - phi;
else phirel = 2.*M_PI - (phi - jetphi);
if (phirel > M_PI) phirel = 2.*M_PI - phirel;
int rbin, phibin;
rbin = r*_ngridrbins/_gridrmax;
phibin = phirel*(_ngridphibins-1)/_gridphimax;
double rvals[2], phivals[2], lnvals[2][2];
for (size_t i = 0; i < 2; ++i) {
rvals[i] = (rbin+i)*_gridrmax/_ngridrbins;
phivals[i] = (phibin+i)*_gridphimax/(_ngridphibins-1);
for (size_t j = 0; j < 2; ++j) {
lnvals[i][j] = _Lngrid[rbin+i][phibin+j];
}
}
double a,b,tmp[2],res;
for (size_t i = 0; i < 2; ++i) {
a = (lnvals[i][1]-lnvals[i][0])/(phivals[1]-phivals[0]);
b = lnvals[i][0] - a*phivals[0];
tmp[i] = a*phirel+b;
}
a = (tmp[1]-tmp[0])/(rvals[1]-rvals[0]);
b = tmp[0] - a*rvals[0];
res = a*r+b;
return 2.*res;
}
/// interpolation on Delta pt grid
double getDPt(double ln, double mopt) {
int lnbin, massbin;
lnbin = min(ln*_ngridLnbins/_gridLnmax, _ngridLnbins-2.);
massbin = min(mopt*_ngridMoPtbins/_gridMoPtmax, _ngridMoPtbins-2.);
double lnvals[2], massvals[2], dptvals[2][2];
for (size_t i = 0; i < 2; ++i) {
lnvals[i] = (lnbin+i+0.5)*_gridLnmax/_ngridLnbins;
massvals[i] = (massbin+i+0.5)*_gridMoPtmax/_ngridMoPtbins;
for (size_t j = 0; j < 2; ++j) {
dptvals[i][j] = _DPtgrid[lnbin+i][massbin+j];
}
}
double a,b,tmp[2],res;
for (size_t i = 0; i < 2; ++i) {
a = (dptvals[i][1]-dptvals[i][0])/(massvals[1]-massvals[0]);
b = dptvals[i][0] - a*massvals[0];
tmp[i] = a*mopt+b;
}
a = (tmp[1]-tmp[0])/(lnvals[1]-lnvals[0]);
b = tmp[0] - a*lnvals[0];
res = a*ln+b;
return max(res, 0.);
}
double fitvac(double x) {
// double a0(2.1185), a1(-41.156), a2(409.79), a3(-742.952), a4(389.278);
// return a0+a1*x+a2*sqr(x)+a3*pow(x,3)+a4*pow(x,4);
// double u(26.22), v(0.2487), w(0.09147);
double u(18.72), v(0.2683), w(0.06964);
return u/(1.+exp((v-x)/w));
}
double fitmed(double x, double y) {
double a0(1.), a1(0.5), a2(0.1);
double b0(5.518), b1(62.26), b2(4.50);
return (a0/(1.+exp((a1-x)/a2)))*(1.-exp(-b0*y))*(b1+b2/max(y,0.01));
}
double fitmedav(double x) {
double a0(5.53), a1(61.9), a2(4.56);
return (1.-exp(-a0*x))*(a1+a2/max(x,0.01));
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- double jprodphi = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->event_plane_angle():-1.);
- const double jprodr = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->eccentricity():9.5);
- const double inpt1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Ncoll_hard())*0.01:0.);
- const double inmass1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Npart_proj())*0.01:0.);
- double inphi1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Npart_targ())*0.01:0.);
+ double jprodphi = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->event_plane_angle():-1.);
+ const double jprodr = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->eccentricity():9.5);
+ const double inpt1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Ncoll_hard())*0.01:0.);
+ const double inmass1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Npart_proj())*0.01:0.);
+ double inphi1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Npart_targ())*0.01:0.);
if (inphi1 < 0.) inphi1 += 2.*M_PI;
- const double ineta1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Nwounded_Nwounded_collisions())*0.01:0.);
- const double inpt2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Ncoll())*0.01:0.);
- const double inmass2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->spectator_neutrons())*0.01:0.);
- double inphi2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->spectator_protons())*0.01:0.);
+ const double ineta1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Nwounded_Nwounded_collisions())*0.01:0.);
+ const double inpt2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Ncoll())*0.01:0.);
+ const double inmass2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->spectator_neutrons())*0.01:0.);
+ double inphi2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->spectator_protons())*0.01:0.);
if (inphi2 < 0.) inphi2 += 2.*M_PI;
- const double ineta2 = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->sigma_inel_NN():0.);
+ const double ineta2 = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->sigma_inel_NN():0.);
double deltaphi(min(fabs(inphi1-inphi2),fabs(fabs(inphi1-inphi2)-2.*M_PI)));
double inpt[2], inphi[2], inmass[2], ineta[2];
if (inpt1 > inpt2) {
inpt[0] = inpt1;
inpt[1] = inpt2;
inphi[0] = inphi1;
inphi[1] = inphi2;
inmass[0] = inmass1;
inmass[1] = inmass2;
ineta[0] = ineta1;
ineta[1] = ineta2;
}
else {
inpt[0] = inpt2;
inpt[1] = inpt1;
inphi[0] = inphi2;
inphi[1] = inphi1;
inmass[0] = inmass2;
inmass[1] = inmass1;
ineta[0] = ineta2;
ineta[1] = ineta1;
}
// apply di-jet cuts to incoming partons
if (inpt[0] < _pt0min || inpt[1] < _pt1min || deltaphi < M_PI/2. || fabs(ineta1) > 2. || fabs(ineta2) > 2.) vetoEvent;
_h_virtopt[0]->fill(inmass[0]/inpt[0],weight);
_h_virtopt[1]->fill(inmass[1]/inpt[1],weight);
double ajin = (inpt[0] - inpt[1])/(inpt[0] + inpt[1]);
_h_aj_in->fill(ajin,weight);
double ln[2];
ln[0] = getLn(jprodr, jprodphi, inphi[0], ineta[0]);
ln[1] = getLn(jprodr, jprodphi, inphi[1], ineta[1]);
_h_lns->fill(ln[0],weight);
_h_lns->fill(ln[1],weight);
double pt0av, pt1av, ajav;
pt0av = inpt[0]-fitvac(inmass[0]/inpt[0])/0.85;
pt1av = inpt[1]-fitvac(inmass[1]/inpt[1])*0.85;
if (max(pt0av,pt1av) > _pt0min && min(pt0av,pt1av) > _pt1min) {
ajav = (max(pt0av,pt1av)-min(pt0av,pt1av))/(pt0av+pt1av);
_h_aj_av1->fill(ajav,weight);
if (pt0av > pt1av) _p_swapfrac1->fill(0.,0.,weight);
else _p_swapfrac1->fill(0.,1.,weight);
_h_jetpt01->fill(max(pt0av,pt1av),weight);
_h_jetpt11->fill(min(pt0av,pt1av),weight);
}
// pt0av = inpt[0]-fitmed(ln[0],inmass[0]/inpt[0])/0.9;
// pt1av = inpt[1]-fitmed(ln[1],inmass[1]/inpt[1])*0.9;
pt0av = inpt[0]-getDPt(ln[0],inmass[0]/inpt[0])/0.9;
pt1av = inpt[1]-getDPt(ln[1],inmass[1]/inpt[1])*0.9;
if (max(pt0av,pt1av) > _pt0min && min(pt0av,pt1av) > _pt1min) {
ajav = (max(pt0av,pt1av)-min(pt0av,pt1av))/(pt0av+pt1av);
_h_aj_av2->fill(ajav,weight);
if (pt0av > pt1av) _p_swapfrac2->fill(0.,0.,weight);
else _p_swapfrac2->fill(0.,1.,weight);
_h_jetpt02->fill(max(pt0av,pt1av),weight);
_h_jetpt12->fill(min(pt0av,pt1av),weight);
}
pt0av = inpt[0]-fitmedav(inmass[0]/inpt[0])/0.9;
pt1av = inpt[1]-fitmedav(inmass[1]/inpt[1])*0.9;
if (max(pt0av,pt1av) > _pt0min && min(pt0av,pt1av) > _pt1min) {
ajav = (max(pt0av,pt1av)-min(pt0av,pt1av))/(pt0av+pt1av);
_h_aj_av3->fill(ajav,weight);
if (pt0av > pt1av) _p_swapfrac3->fill(0.,0.,weight);
else _p_swapfrac3->fill(0.,1.,weight);
}
- const Jets jets = applyProjection<FastJets>(event, "Jets").jetsByPt(_ptcut*GeV, MAXDOUBLE*GeV, -2.0, 2.0);
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > _ptcut*GeV;
+ const Jets jets = applyProjection<FastJets>(event, "Jets").jetsByPt(cuts);
Jets sepjets;
if (jets.size() > 0) sepjets.push_back(jets[0]);
if (jets.size() > 1) {
for (size_t i = 1; i < jets.size(); ++i) {
if (deltaPhi(jets[0],jets[i]) > M_PI/2.) sepjets.push_back(jets[i]);
}
}
if (sepjets.size() == 0) {
_h_deltapt[0]->fill(inpt[0]-_ptcut,weight);
_h_deltapt[1]->fill(inpt[1]-_ptcut,weight);
_h_deltaptopt[0]->fill((inpt[0]-_ptcut)/inpt[0],weight);
_h_deltaptopt[1]->fill((inpt[1]-_ptcut)/inpt[1],weight);
_h_ptratio[0]->fill(_ptcut/inpt[0],weight);
_h_ptratio[1]->fill(_ptcut/inpt[1],weight);
_p_meanptshift->fill(inmass1, inpt1-_ptcut, weight);
_p_meanptshift->fill(inmass2, inpt2-_ptcut, weight);
_p_meanptshift2->fill(inmass1/inpt1, inpt1-_ptcut, weight);
_p_meanptshift2->fill(inmass2/inpt2, inpt2-_ptcut, weight);
_p_meanptshift2log->fill(inmass1/inpt1, inpt1-_ptcut, weight);
_p_meanptshift2log->fill(inmass2/inpt2, inpt2-_ptcut, weight);
_p_meanptshift2log2[0]->fill(inmass[0]/inpt[0], inpt[0]-_ptcut, weight);
_p_meanptshift2log2[1]->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
_p_deltaptoverptlog[0]->fill(inmass[0]/inpt[0], 1., weight);
_p_deltaptoverptlog[1]->fill(inmass[1]/inpt[1], 1., weight);
for (size_t i = 0; i < _nlnbins; ++i) {
if (ln[0] > i*_lnmax/_nlnbins && ln[0] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[0]/inpt[0], inpt[0]-_ptcut, weight);
if (ln[1] > i*_lnmax/_nlnbins && ln[1] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
}
}
else if (sepjets.size() == 1) {
double jpt, jphi, dphi0, dphi1;
jpt = sepjets[0].momentum().pT();
jphi = sepjets[0].momentum().phi();
dphi0 = min(fabs(jphi-inphi[0]),fabs(fabs(jphi-inphi[0])-2.*M_PI));
dphi1 = min(fabs(jphi-inphi[1]),fabs(fabs(jphi-inphi[1])-2.*M_PI));
if (dphi0 < dphi1 && dphi0 < M_PI/5.) {
_p_unmatchedfrac->fill(0.,0., weight);
_h_deltapt[0]->fill(inpt[0]-jpt,weight);
_h_deltapt[1]->fill(inpt[1]-_ptcut,weight);
_h_deltaptopt[0]->fill((inpt[0]-jpt)/inpt[0],weight);
_h_deltaptopt[1]->fill((inpt[1]-_ptcut)/inpt[1],weight);
_h_ptratio[0]->fill(jpt/inpt[0],weight);
_h_ptratio[1]->fill(_ptcut/inpt[1],weight);
_p_meanptshift->fill(inmass[0], inpt[0]-jpt, weight);
_p_meanptshift->fill(inmass[1], inpt[1]-_ptcut, weight);
_p_meanptshift2->fill(inmass[0]/inpt[1], inpt[0]-jpt, weight);
_p_meanptshift2->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
_p_meanptshift2log->fill(inmass[0]/inpt[0], inpt[0]-jpt, weight);
_p_meanptshift2log->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
_p_meanptshift2log2[0]->fill(inmass[0]/inpt[0], inpt[0]-jpt, weight);
_p_meanptshift2log2[1]->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
_p_deltaptoverptlog[0]->fill(inmass[0]/inpt[0], (inpt[0]-jpt)/inpt[0], weight);
_p_deltaptoverptlog[1]->fill(inmass[1]/inpt[1], 1., weight);
for (size_t i = 0; i < _nlnbins; ++i) {
if (ln[0] > i*_lnmax/_nlnbins && ln[0] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[0]/inpt[0], inpt[0]-jpt, weight);
if (ln[1] > i*_lnmax/_nlnbins && ln[1] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[1]/inpt[1], inpt[1]-_ptcut, weight);
}
}
else if (dphi1 < dphi0 && dphi1 < M_PI/5.) {
_p_unmatchedfrac->fill(0.,0., weight);
_h_deltapt[0]->fill(inpt[0]-_ptcut,weight);
_h_deltapt[1]->fill(inpt[1]-jpt,weight);
_h_deltaptopt[0]->fill((inpt[0]-_ptcut)/inpt[0],weight);
_h_deltaptopt[1]->fill((inpt[1]-jpt)/inpt[1],weight);
_h_ptratio[0]->fill(_ptcut/inpt[0],weight);
_h_ptratio[1]->fill(jpt/inpt[1],weight);
_p_meanptshift->fill(inmass[0], inpt[0]-_ptcut, weight);
_p_meanptshift->fill(inmass[1], inpt[1]-jpt, weight);
_p_meanptshift2->fill(inmass[0]/inpt[1], inpt[0]-_ptcut, weight);
_p_meanptshift2->fill(inmass[1]/inpt[1], inpt[1]-jpt, weight);
_p_meanptshift2log->fill(inmass[0]/inpt[0], inpt[0]-_ptcut, weight);
_p_meanptshift2log->fill(inmass[1]/inpt[1], inpt[1]-jpt, weight);
_p_meanptshift2log2[0]->fill(inmass[0]/inpt[0], inpt[0]-_ptcut, weight);
_p_meanptshift2log2[1]->fill(inmass[1]/inpt[1], inpt[1]-jpt, weight);
_p_deltaptoverptlog[0]->fill(inmass[0]/inpt[0], 1., weight);
_p_deltaptoverptlog[1]->fill(inmass[1]/inpt[1], (inpt[1]-jpt)/inpt[1], weight);
for (size_t i = 0; i < _nlnbins; ++i) {
if (ln[0] > i*_lnmax/_nlnbins && ln[0] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[0]/inpt[0], inpt[0]-_ptcut, weight);
if (ln[1] > i*_lnmax/_nlnbins && ln[1] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[1]/inpt[1], inpt[1]-jpt, weight);
}
}
else {
_p_unmatchedfrac->fill(0.,1., weight);
//cout<<"Cannot match jet to initial parton.\n";
//cout<<inphi[0]<<" "<<inphi[1]<<" "<<jphi<<endl;
}
}
else {
double jpt0, jpt1, jphi0, jphi1, dphi00, dphi01, dphi10, dphi11;
jpt0 = sepjets[0].momentum().pT();
jpt1 = sepjets[1].momentum().pT();
jphi0 = sepjets[0].momentum().phi();
jphi1 = sepjets[1].momentum().phi();
dphi00 = min(fabs(jphi0-inphi[0]),fabs(fabs(jphi0-inphi[0])-2.*M_PI));
dphi01 = min(fabs(jphi0-inphi[1]),fabs(fabs(jphi0-inphi[1])-2.*M_PI));
dphi10 = min(fabs(jphi1-inphi[0]),fabs(fabs(jphi1-inphi[0])-2.*M_PI));
dphi11 = min(fabs(jphi1-inphi[1]),fabs(fabs(jphi1-inphi[1])-2.*M_PI));
if (dphi00 < M_PI/5. || dphi11 < M_PI/5. || (dphi00 < dphi01 && dphi11 < dphi10)) {
_p_unmatchedfrac->fill(0.,0., weight);
_h_deltapt[0]->fill(inpt[0]-jpt0,weight);
_h_deltapt[1]->fill(inpt[1]-jpt1,weight);
_h_deltaptopt[0]->fill((inpt[0]-jpt0)/inpt[0],weight);
_h_deltaptopt[1]->fill((inpt[1]-jpt1)/inpt[1],weight);
_h_ptratio[0]->fill(jpt0/inpt[0],weight);
_h_ptratio[1]->fill(jpt1/inpt[1],weight);
_p_meanptshift->fill(inmass[0], inpt[0]-jpt0, weight);
_p_meanptshift->fill(inmass[1], inpt[1]-jpt1, weight);
_p_meanptshift2->fill(inmass[0]/inpt[1], inpt[0]-jpt0, weight);
_p_meanptshift2->fill(inmass[1]/inpt[1], inpt[1]-jpt1, weight);
_p_meanptshift2log->fill(inmass[0]/inpt[0], inpt[0]-jpt0, weight);
_p_meanptshift2log->fill(inmass[1]/inpt[1], inpt[1]-jpt1, weight);
_p_meanptshift2log2[0]->fill(inmass[0]/inpt[0], inpt[0]-jpt0, weight);
_p_meanptshift2log2[1]->fill(inmass[1]/inpt[1], inpt[1]-jpt1, weight);
_p_deltaptoverptlog[0]->fill(inmass[0]/inpt[0], (inpt[0]-jpt0)/inpt[0], weight);
_p_deltaptoverptlog[1]->fill(inmass[1]/inpt[1], (inpt[1]-jpt1)/inpt[1], weight);
for (size_t i = 0; i < _nlnbins; ++i) {
if (ln[0] > i*_lnmax/_nlnbins && ln[0] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[0]/inpt[0], inpt[0]-jpt0, weight);
if (ln[1] > i*_lnmax/_nlnbins && ln[1] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[1]/inpt[1], inpt[1]-jpt1, weight);
}
if (jpt0 > _pt0min && jpt1 > _pt1min) {
// Ln distributions
_h_lns2->fill(ln[0],ln[1],weight);
_h_ln0->fill(ln[0],weight);
_h_ln1->fill(ln[1],weight);
_p_swapfrac0->fill(0.,0.,weight);
// Aj distributions
double aj = (jpt0-jpt1)/(jpt0+jpt1);
_h_aj->fill(aj,weight);
_h_jetpt00->fill(jpt0,weight);
_h_jetpt10->fill(jpt1,weight);
}
}
else if (dphi01 < M_PI/5. || dphi10 < M_PI/5. || (dphi01 < dphi00 && dphi10 < dphi11)) {
_p_unmatchedfrac->fill(0.,0., weight);
_h_deltapt[0]->fill(inpt[0]-jpt1,weight);
_h_deltapt[1]->fill(inpt[1]-jpt0,weight);
_h_deltaptopt[0]->fill((inpt[0]-jpt1)/inpt[0],weight);
_h_deltaptopt[1]->fill((inpt[1]-jpt0)/inpt[1],weight);
_h_ptratio[0]->fill(jpt1/inpt[0],weight);
_h_ptratio[1]->fill(jpt0/inpt[1],weight);
_p_meanptshift->fill(inmass[0], inpt[0]-jpt1, weight);
_p_meanptshift->fill(inmass[1], inpt[1]-jpt0, weight);
_p_meanptshift2->fill(inmass[0]/inpt[1], inpt[0]-jpt1, weight);
_p_meanptshift2->fill(inmass[1]/inpt[1], inpt[1]-jpt0, weight);
_p_meanptshift2log->fill(inmass[0]/inpt[0], inpt[0]-jpt1, weight);
_p_meanptshift2log->fill(inmass[1]/inpt[1], inpt[1]-jpt0, weight);
_p_meanptshift2log2[0]->fill(inmass[0]/inpt[0], inpt[0]-jpt1, weight);
_p_meanptshift2log2[1]->fill(inmass[1]/inpt[1], inpt[1]-jpt0, weight);
_p_deltaptoverptlog[0]->fill(inmass[0]/inpt[0], (inpt[0]-jpt1)/inpt[0], weight);
_p_deltaptoverptlog[1]->fill(inmass[1]/inpt[1], (inpt[1]-jpt0)/inpt[1], weight);
for (size_t i = 0; i < _nlnbins; ++i) {
if (ln[0] > i*_lnmax/_nlnbins && ln[0] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[0]/inpt[0], inpt[0]-jpt1, weight);
if (ln[1] > i*_lnmax/_nlnbins && ln[1] < (i+1)*_lnmax/_nlnbins)
_p_ptshift_2d[i]->fill(inmass[1]/inpt[1], inpt[1]-jpt0, weight);
}
if (jpt0 > _pt0min && jpt1 > _pt1min) {
// Ln distributions
_h_lns2->fill(ln[1],ln[0],weight);
_h_ln0->fill(ln[1],weight);
_h_ln1->fill(ln[0],weight);
_p_swapfrac0->fill(0.,1.,weight);
// Aj distributions
double aj = (jpt0-jpt1)/(jpt0+jpt1);
_h_aj->fill(aj,weight);
_h_jetpt00->fill(jpt0,weight);
_h_jetpt10->fill(jpt1,weight);
}
}
else {
_p_unmatchedfrac->fill(0.,1., weight);
//cout<<"Cannot match jets to initial partons.\n";
//cout<<inphi[0]<<" "<<inphi[1]<<" "<<jphi0<<" "<<jphi1<<endl;
//cout<<sepjets.size()<<endl;
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
normalize(_h_aj);
normalize(_h_aj_av1);
normalize(_h_aj_av2);
normalize(_h_aj_av3);
normalize(_h_aj_in);
normalize(_h_lns);
normalize(_h_lns2);
normalize(_h_ln0);
normalize(_h_ln1);
normalize(_h_virtopt[0]);
normalize(_h_virtopt[1]);
normalize(_h_deltapt[0]);
normalize(_h_deltapt[1]);
normalize(_h_deltaptopt[0]);
normalize(_h_deltaptopt[1]);
normalize(_h_ptratio[0]);
normalize(_h_ptratio[1]);
scale(_h_jetpt00,crossSection()/sumOfWeights());
scale(_h_jetpt10,crossSection()/sumOfWeights());
scale(_h_jetpt01,crossSection()/sumOfWeights());
scale(_h_jetpt11,crossSection()/sumOfWeights());
scale(_h_jetpt02,crossSection()/sumOfWeights());
scale(_h_jetpt12,crossSection()/sumOfWeights());
}
private:
double _pt0min, _pt1min, _ptcut;
double _Lngrid[50][31];
double _gridrmax, _gridphimax;
size_t _ngridrbins, _ngridphibins;
double _DPtgrid[32][20];
double _gridLnmax, _gridMoPtmax;
size_t _ngridLnbins, _ngridMoPtbins;
size_t _nlnbins;
double _lnmax;
private:
- AIDA::IHistogram1D * _h_aj;
- AIDA::IHistogram1D * _h_aj_av1;
- AIDA::IHistogram1D * _h_aj_av2;
- AIDA::IHistogram1D * _h_aj_av3;
- AIDA::IHistogram1D * _h_aj_in;
- AIDA::IHistogram1D * _h_virtopt[2];
- AIDA::IHistogram1D * _h_deltapt[2];
- AIDA::IHistogram1D * _h_deltaptopt[2];
- AIDA::IHistogram1D * _h_ptratio[2];
- AIDA::IProfile1D * _p_meanptshift;
- AIDA::IProfile1D * _p_meanptshift2;
- AIDA::IProfile1D * _p_meanptshift2log;
- AIDA::IProfile1D * _p_meanptshift2log2[2];
- AIDA::IProfile1D * _p_deltaptoverptlog[2];
- AIDA::IHistogram1D * _h_lns;
- AIDA::IHistogram2D * _h_lns2;
- AIDA::IHistogram1D * _h_ln0;
- AIDA::IHistogram1D * _h_ln1;
- AIDA::IProfile1D * _p_ptshift_2d[32];
- AIDA::IProfile1D * _p_unmatchedfrac;
- AIDA::IProfile1D * _p_swapfrac0;
- AIDA::IProfile1D * _p_swapfrac1;
- AIDA::IProfile1D * _p_swapfrac2;
- AIDA::IProfile1D * _p_swapfrac3;
- AIDA::IHistogram1D * _h_jetpt00;
- AIDA::IHistogram1D * _h_jetpt10;
- AIDA::IHistogram1D * _h_jetpt01;
- AIDA::IHistogram1D * _h_jetpt11;
- AIDA::IHistogram1D * _h_jetpt02;
- AIDA::IHistogram1D * _h_jetpt12;
+ Histo1DPtr _h_aj;
+ Histo1DPtr _h_aj_av1;
+ Histo1DPtr _h_aj_av2;
+ Histo1DPtr _h_aj_av3;
+ Histo1DPtr _h_aj_in;
+ Histo1DPtr _h_virtopt[2];
+ Histo1DPtr _h_deltapt[2];
+ Histo1DPtr _h_deltaptopt[2];
+ Histo1DPtr _h_ptratio[2];
+ Profile1DPtr _p_meanptshift;
+ Profile1DPtr _p_meanptshift2;
+ Profile1DPtr _p_meanptshift2log;
+ Profile1DPtr _p_meanptshift2log2[2];
+ Profile1DPtr _p_deltaptoverptlog[2];
+ Histo1DPtr _h_lns;
+ Histo2DPtr _h_lns2;
+ Histo1DPtr _h_ln0;
+ Histo1DPtr _h_ln1;
+ Profile1DPtr _p_ptshift_2d[32];
+ Profile1DPtr _p_unmatchedfrac;
+ Profile1DPtr _p_swapfrac0;
+ Profile1DPtr _p_swapfrac1;
+ Profile1DPtr _p_swapfrac2;
+ Profile1DPtr _p_swapfrac3;
+ Histo1DPtr _h_jetpt00;
+ Histo1DPtr _h_jetpt10;
+ Histo1DPtr _h_jetpt01;
+ Histo1DPtr _h_jetpt11;
+ Histo1DPtr _h_jetpt02;
+ Histo1DPtr _h_jetpt12;
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(MC_AJ2);
}
Index: trunk/code/ALICE_2015_I1343112.cc
===================================================================
--- trunk/code/ALICE_2015_I1343112.cc (revision 451)
+++ trunk/code/ALICE_2015_I1343112.cc (revision 452)
@@ -1,181 +1,181 @@
-// -*- C++ -*-
-#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
-#include "Rivet/Tools/Logging.hh"
-#include "Rivet/Projections/FinalState.hh"
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Tools/Logging.hh"
+#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
-#include "Rivet/Tools/ParticleIdUtils.hh"
-#include <boost/lexical_cast.hpp>
-#include "Rivet/Tools/Logging.hh"
-/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
-
-namespace Rivet {
-
-
- class ALICE_2015_I1343112 : public Analysis {
- public:
-
- /// @name Constructors etc.
- //@{
-
- /// Constructor
- ALICE_2015_I1343112()
- : Analysis("ALICE_2015_I1343112"),
+#include "Rivet/Tools/ParticleIdUtils.hh"
+#include <boost/lexical_cast.hpp>
+#include "Rivet/Tools/Logging.hh"
+/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
+
+namespace Rivet {
+
+
+ class ALICE_2015_I1343112 : public Analysis {
+ public:
+
+ /// @name Constructors etc.
+ //@{
+
+ /// Constructor
+ ALICE_2015_I1343112()
+ : Analysis("ALICE_2015_I1343112"),
_hadronetamax(1.), _jetradius(0.2), _jetetamax(0.5), _jetptmin(20.), _jetptmax(120.)
- { }
-
- //@}
-
-
- public:
-
- /// @name Analysis methods
- //@{
-
- /// Book histograms and initialise projections before the run
- void init() {
-
- _centedges += 0.0, 0.1, 0.3;
- _biases += 0., 3., 5., 7., 10.;
-
- _ncentbins = 2;
- _nbiasbins = 5;
-
-
+ { }
+
+ //@}
+
+
+ public:
+
+ /// @name Analysis methods
+ //@{
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ _centedges += 0.0, 0.1, 0.3;
+ _biases += 0., 3., 5., 7., 10.;
+
+ _ncentbins = 2;
+ _nbiasbins = 5;
+
+
FinalState fs(-_hadronetamax, _hadronetamax, 0.*GeV);
addProjection(fs, "FS");
-
+
FastJets fj(fs, FastJets::ANTIKT, _jetradius);
fj.useInvisibles();
addProjection(fj, "Jets");
-
- _sumwtcentbins[0] = 0.;
- _sumwtcentbins[1] = 0.;
-
- _h_jetpt[0] = bookHistogram1D(1, 1, 1);
- _h_jetpt[1] = bookHistogram1D(1, 1, 2);
- _h_jetpt[2] = bookHistogram1D(1, 1, 3);
- _h_jetpt_pp_incl = bookHistogram1D("jetpt_pp_incl",binEdges(2, 1, 1));
- _h_jetpt_pp_bias = bookHistogram1D("jetpt_pp_bias",binEdges(2, 1, 1));
- _h_jetpt_AA_bias[0] = bookHistogram1D("jetpt_AA_bias_0",binEdges(3, 1, 1));
- _h_jetpt_AA_bias[1] = bookHistogram1D("jetpt_AA_bias_3",binEdges(3, 1, 2));
- _h_jetpt_AA_bias[2] = bookHistogram1D("jetpt_AA_bias_5",binEdges(3, 1, 1));
- _h_jetpt_AA_bias[3] = bookHistogram1D("jetpt_AA_bias_7",binEdges(3, 1, 3));
- _h_jetpt_AA_bias[4] = bookHistogram1D("jetpt_AA_bias_10",binEdges(3, 1, 4));
- _h_raa[0] = bookHistogram1D(4, 1, 1);
- _h_raa[1] = bookHistogram1D(4, 1, 2);
-
- }
-
-
- /// Perform the per-event analysis
- void analyze(const Event& event) {
- const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
-
- const Jets jets = applyProjection<FastJets>(event, "Jets").jetsByPt(_jetptmin*GeV, _jetptmax*GeV, -_jetetamax, _jetetamax);
-
- if (cent < 0. || (cent >= _centedges[0] && cent < _centedges[1])) _sumwtcentbins[0] += weight;
- if (cent < 0. || (cent >= _centedges[1] && cent < _centedges[2])) _sumwtcentbins[1] += weight;
-
-
+
+ _sumwtcentbins[0] = 0.;
+ _sumwtcentbins[1] = 0.;
+ _sumwtcentbins[2] = 0.;
+
+ _h_jetpt[0] = bookHisto1D(1, 1, 1);
+ _h_jetpt[1] = bookHisto1D(1, 1, 2);
+ _h_jetpt[2] = bookHisto1D(1, 1, 3);
+ _h_jetpt_pp_incl = bookHisto1D("jetpt_pp_incl",refData(2, 1, 1));
+ _h_jetpt_pp_bias = bookHisto1D("jetpt_pp_bias",refData(2, 1, 1));
+ _s_jetpt_pp_ratio = bookScatter2D(2, 1, 1);
+ _h_jetpt_AA_bias[0] = bookHisto1D("jetpt_AA_bias_0",refData(3, 1, 1));
+ _h_jetpt_AA_bias[1] = bookHisto1D("jetpt_AA_bias_3",refData(3, 1, 2));
+ _h_jetpt_AA_bias[2] = bookHisto1D("jetpt_AA_bias_5",refData(3, 1, 1));
+ _h_jetpt_AA_bias[3] = bookHisto1D("jetpt_AA_bias_7",refData(3, 1, 3));
+ _h_jetpt_AA_bias[4] = bookHisto1D("jetpt_AA_bias_10",refData(3, 1, 4));
+ _s_jetpt_AA_ratios[0] = bookScatter2D(3, 1, 1);
+ _s_jetpt_AA_ratios[1] = bookScatter2D(3, 1, 2);
+ _s_jetpt_AA_ratios[2] = bookScatter2D(3, 1, 3);
+ _s_jetpt_AA_ratios[3] = bookScatter2D(3, 1, 4);
+ _h_raa[0] = bookHisto1D(4, 1, 1);
+ _h_raa[1] = bookHisto1D(4, 1, 2);
+
+ }
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+
+ Cut cuts = Cuts::abseta < _jetetamax && Cuts::pT > _jetptmin*GeV && Cuts::pT < _jetptmax*GeV;
+ const Jets jets = applyProjection<FastJets>(event, "Jets").jetsByPt(cuts);
+
+ if (cent < 0.) _sumwtcentbins[0] += weight;
+ if (cent < 0. || (cent >= _centedges[0] && cent < _centedges[1])) _sumwtcentbins[1] += weight;
+ if (cent < 0. || (cent >= _centedges[1] && cent < _centedges[2])) _sumwtcentbins[2] += weight;
+
+
for (size_t k = 0; k < _nbiasbins; ++k) {
foreach (Jet jet, jets) {
- // track bias
+ // track bias
foreach (Particle part, jet.particles()) {
- if (PID::charge(part.pdgId()) != 0. && part.momentum().pT() > _biases[k]*GeV) {
- double jetpt(jet.momentum().pT());
- if (cent < 0.) {
+ if (PID::charge(part.pdgId()) != 0. && part.momentum().pT() > _biases[k]*GeV) {
+ double jetpt(jet.momentum().pT());
+ if (cent < 0.) {
if (k == 0) _h_jetpt_pp_incl->fill(jetpt,weight);
- if (k == 2) {
+ if (k == 2) {
_h_jetpt[0]->fill(jetpt,weight);
- _h_jetpt_pp_bias->fill(jetpt,weight);
- _h_raa[0]->fill(jetpt,weight);
- _h_raa[1]->fill(jetpt,weight);
+ _h_jetpt_pp_bias->fill(jetpt,weight);
+ _h_raa[0]->fill(jetpt,weight);
+ _h_raa[1]->fill(jetpt,weight);
}
- }
- if (cent >= _centedges[0] && cent < _centedges[1]) {
+ }
+ if (cent >= _centedges[0] && cent < _centedges[1]) {
_h_jetpt_AA_bias[k]->fill(jetpt,weight);
- if (k == 2) {
+ if (k == 2) {
_h_jetpt[1]->fill(jetpt,weight);
- _h_raa[0]->fill(jetpt,weight);
+ _h_raa[0]->fill(jetpt,weight);
}
}
- if (cent >= _centedges[0] && cent < _centedges[2]) {
- if (k == 2) {
+ if (cent >= _centedges[0] && cent < _centedges[2]) {
+ if (k == 2) {
_h_jetpt[2]->fill(jetpt,weight);
- _h_raa[1]->fill(jetpt,weight);
+ _h_raa[1]->fill(jetpt,weight);
}
}
break;
}
}
}
- }
-
- }
-
-
- /// Normalise histograms etc., after the run
- void finalize() {
-
- scale(_h_jetpt[0],1./(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
- scale(_h_jetpt[1],1./(_sumwtcentbins[1]>0.?_sumwtcentbins[1]:1.));
- scale(_h_jetpt[2],1./(_sumwtcentbins[2]>0.?_sumwtcentbins[2]:1.));
- scale(_h_raa[0],crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
- scale(_h_raa[1],crossSection()/(_sumwtcentbins[1]>0.?_sumwtcentbins[1]:1.));
- scale(_h_jetpt_pp_incl,crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
- scale(_h_jetpt_pp_bias,crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
- for (size_t k = 0; k < _nbiasbins; ++k) {
- scale(_h_jetpt_AA_bias[k],crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
- }
-
-
-/* AIDA::IHistogramFactory& hf = histogramFactory();
- const string dir = histoDir();
-
- hf.divide(dir + "/d02-x01-y01", *_h_jetpt_pp_bias, *_h_jetpt_pp_incl);
- hf.destroy(_h_jetpt_pp_bias);
- hf.destroy(_h_jetpt_pp_incl);
- hf.divide(dir + "/d03-x01-y01", *_h_jetpt_AA_bias[0], *_h_jetpt_AA_bias[2]);
- hf.divide(dir + "/d03-x01-y02", *_h_jetpt_AA_bias[1], *_h_jetpt_AA_bias[2]);
- hf.divide(dir + "/d03-x01-y03", *_h_jetpt_AA_bias[3], *_h_jetpt_AA_bias[2]);
- hf.divide(dir + "/d03-x01-y04", *_h_jetpt_AA_bias[4], *_h_jetpt_AA_bias[2]);
+ }
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ scale(_h_jetpt[0],1./(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
+ scale(_h_jetpt[1],1./(_sumwtcentbins[1]>0.?_sumwtcentbins[1]:1.));
+ scale(_h_jetpt[2],1./(_sumwtcentbins[2]>0.?_sumwtcentbins[2]:1.));
+ scale(_h_raa[0],crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
+ scale(_h_raa[1],crossSection()/(_sumwtcentbins[1]>0.?_sumwtcentbins[1]:1.));
+ scale(_h_jetpt_pp_incl,crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
+ scale(_h_jetpt_pp_bias,crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
for (size_t k = 0; k < _nbiasbins; ++k) {
- hf.destroy(_h_jetpt_AA_bias[k]);
- }*/
-
- getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
- }
-
- //@}
-
-
- private:
-
+ scale(_h_jetpt_AA_bias[k],crossSection()/(_sumwtcentbins[0]>0.?_sumwtcentbins[0]:1.));
+ }
+
+ divide(_h_jetpt_pp_bias, _h_jetpt_pp_bias, _s_jetpt_pp_ratio);
+ divide(_h_jetpt_AA_bias[0], _h_jetpt_AA_bias[2], _s_jetpt_AA_ratios[0]);
+ divide(_h_jetpt_AA_bias[1], _h_jetpt_AA_bias[2], _s_jetpt_AA_ratios[1]);
+ divide(_h_jetpt_AA_bias[3], _h_jetpt_AA_bias[2], _s_jetpt_AA_ratios[2]);
+ divide(_h_jetpt_AA_bias[4], _h_jetpt_AA_bias[2], _s_jetpt_AA_ratios[3]);
+
+ getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
+ }
+
+ //@}
+
+
+ private:
+
double _hadronetamax, _jetradius, _jetetamax, _jetptmin, _jetptmax;
- double _sumwtcentbins[2];
- vector<double> _centedges, _biases;
- size_t _ncentbins, _nbiasbins;
-
-
- private:
-
- /// @name Histograms
- //@{
- AIDA::IHistogram1D *_h_jetpt[3];
- AIDA::IHistogram1D *_h_jetpt_pp_incl;
- AIDA::IHistogram1D *_h_jetpt_pp_bias;
- AIDA::IHistogram1D *_h_jetpt_AA_bias[5];
- AIDA::IHistogram1D *_h_raa[2];
- //@}
-
-
- };
-
-
-
- // The hook for the plugin system
- DECLARE_RIVET_PLUGIN(ALICE_2015_I1343112);
-
-}
+ double _sumwtcentbins[3];
+ vector<double> _centedges, _biases;
+ size_t _ncentbins, _nbiasbins;
+
+
+ private:
+
+ /// @name Histograms
+ //@{
+ Histo1DPtr _h_jetpt[3];
+ Histo1DPtr _h_jetpt_pp_incl;
+ Histo1DPtr _h_jetpt_pp_bias;
+ Histo1DPtr _h_jetpt_AA_bias[5];
+ Histo1DPtr _h_raa[2];
+ Scatter2DPtr _s_jetpt_pp_ratio;
+ Scatter2DPtr _s_jetpt_AA_ratios[4];
+ //@}
+
+
+ };
+
+
+
+ // The hook for the plugin system
+ DECLARE_RIVET_PLUGIN(ALICE_2015_I1343112);
+
+}
Index: trunk/code/ALICE_2017_I1512107.cc
===================================================================
--- trunk/code/ALICE_2017_I1512107.cc (revision 451)
+++ trunk/code/ALICE_2017_I1512107.cc (revision 452)
@@ -1,459 +1,515 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "fastjet/ClusterSequence.hh"
#include "fastjet/ClusterSequence.hh"
namespace Rivet {
using namespace fastjet;
#if MODE==0
class ALICE_2017_I1512107_4MOMSUB : public Analysis {
#elif MODE==1
class ALICE_2017_I1512107_GRIDSUB1 : public Analysis {
#elif MODE==2
class ALICE_2017_I1512107_GRIDSUB2 : public Analysis {
#elif MODE==3
class ALICE_2017_I1512107_CHARGED : public Analysis {
#endif
public:
/// Constructor
#if MODE==0
ALICE_2017_I1512107_4MOMSUB() : Analysis("ALICE_2017_I1512107_4MOMSUB")
#elif MODE==1
ALICE_2017_I1512107_GRIDSUB1() : Analysis("ALICE_2017_I1512107_GRIDSUB1")
#elif MODE==2
ALICE_2017_I1512107_GRIDSUB2() : Analysis("ALICE_2017_I1512107_GRIDSUB2")
#elif MODE==3
ALICE_2017_I1512107_CHARGED() : Analysis("ALICE_2017_I1512107_CHARGED")
#endif
{
_jetR = 0.4; _ptmin = 50.; _etamax = 0.5; _etaloose = 0.9;
- _nphibins = 120; _netabins = 160;
+ _nphibins = 120; _netabins = 160;
//_nphibins = 60; _netabins = 80;
_ptscalefac = 0.75; _massscalefac = 0.67;
}
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_ptedges += 60.0, 80.0, 100.0, 120.0;
- FinalState fs(-_etaloose, _etaloose, 0.*GeV);
+ //FinalState fs(-_etaloose, _etaloose, 0.*GeV);
+ FinalState fs(-3., 3., 0.*GeV);
addProjection(fs,"FS");
ChargedFinalState cfs(-_etaloose, _etaloose, 0.*GeV);
addProjection(cfs,"CFS");
FastJets tfj(cfs, FastJets::ANTIKT, _jetR);
addProjection(tfj, "TrackJets");
FastJets ffj(fs, FastJets::ANTIKT, _jetR);
addProjection(ffj, "FullJets");
//_h_scalefac = bookHisto1D("scalefac", 50, 0., 1.);
_h_jetmass[0] = bookHisto1D(1, 1, 1);
_h_jetmass[1] = bookHisto1D(2, 1, 1);
_h_jetmass[2] = bookHisto1D(3, 1, 1);
_h_jetpt = bookHisto1D("jetpT", 40, 100., 400.);
_h_jetpt_resc = bookHisto1D("jetpT_resc", 40, 100., 400.);
+ _h_JetMass = bookHisto1D("JetMass", 50, 0., 100.);
+ _h_JetpT = bookHisto1D("JetpT", 30, 100, 400);
}
PseudoJets extractThermalMomenta(const Event & event) {
PseudoJets thermom;
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
FourMomentum mom(p->momentum());
if (p->status() == 3) {
PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
thermom.push_back(pjet);
}
}
return thermom;
}
/// 4-momentum subtraction
FourMomentum SubtractJetMom(Jet jet, PseudoJets * thermom, double fac = 1.) {
if (thermom->empty()) return jet.momentum();
FourMomentum sub(0.,0.,0.,0.);
foreach (Particle part, jet.constituents()) {
if (part.E() < 1e-5 && part.E() > 1e-7) {
FourMomentum test(part.momentum());
test *= 10000.;
//cout<<"Found dummy :"<<Get4Mom(pj)<<endl;
double dRmin(10.);
PseudoJet matchthmom;
foreach (PseudoJet tm, *thermom) {
double dR = deltaR(test.eta(), test.phi(ZERO_2PI), Get4Mom(tm).eta(),Get4Mom(tm).phi(ZERO_2PI));
if (dR < dRmin) {
dRmin = dR;
matchthmom = tm;
}
}
if (dRmin < 1e-5) {
//cout<<"Found matching scattering centre :"<<Get4Mom(matchscatcen)<<endl;
sub += fac*Get4Mom(matchthmom);
}
else cout<<"Error: did not find scattering centre matching dummy.\n";
}
}
FourMomentum jetmom(jet.momentum());
//cout<<"Original momentum: "<<jetmom<<endl;
jetmom -= sub;
//cout<<"subtracted momentum: "<<jetmom<<endl;
//cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
return jetmom;
}
/// initialise and fill grid for grid subtration version 2
vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
// initialise grid
vector<vector<FourMomentum> > grid;
grid.resize(_nphibins);
for (size_t i = 0; i < _nphibins; ++i) {
grid[i].resize(_netabins);
for (size_t k = 0; k < _nphibins; ++k) {
grid[i][k] = FourMomentum(0., 0., 0., 0.);
}
}
// fill grid
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
FourMomentum mom(p->momentum());
if (fabs(mom.eta()) < 4. && mom.E() > 1e-5) {
size_t phibin, etabin;
phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((mom.eta() + 4.)*_netabins/8.);
if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
- if (p->status() == 3) {
+ /*if (p->status() == 3) {
grid[phibin][etabin] -= mom;
}
else {
grid[phibin][etabin] += mom;
- }
- /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ }*/
+ double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
double celltheta(2.*atan(exp(-celleta)));
if (p->status() == 3) {
double rho(grid[phibin][etabin].E() - mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
}
else {
- // use this for standard recoil treatment
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(rho*cos(celltheta));
- }*/
+ }
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
}
}
return grid;
}
/// determine fraction of pt carried by charged particles in jet
double getScaleFac(const Jet jet, double ptcut, const FinalState * fs = NULL) {
Particles parts;
if (fs) parts = fs->particles();
else parts = jet.constituents();
double scalefac;
double ntracks(0.), nparts(0.);
FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
foreach (Particle part, parts) {
if (deltaR(part,jet) < _jetR && part.momentum().E() > 1e-5) {
nparts += 1.;
allmom += part.momentum();
if (PID::charge(part.pdgId()) != 0 && part.pT() > ptcut) {
ntracks += 1.;
chmom += part.momentum();
}
}
}
scalefac = (nparts>0.?ntracks/nparts:1);
//scalefac = (allmom.pT()>0.?chmom.pT()/allmom.pT():1.);
return scalefac;
}
/// initialise and fill grid for grid subtration version 1
- PseudoJets fillJetGrid(Jet jet, PseudoJets * thermom) {
- // initialise grid
- vector<vector<FourMomentum> > grid, thgrid;
- grid.resize(_nphibins);
- thgrid.resize(_nphibins);
- for (size_t i = 0; i < _nphibins; ++i) {
- grid[i].resize(_netabins);
- thgrid[i].resize(_netabins);
- for (size_t k = 0; k < _nphibins; ++k) {
- grid[i][k] = FourMomentum(0., 0., 0., 0.);
- thgrid[i][k] = FourMomentum(0., 0., 0., 0.);
- }
- }
- std::set<std::pair<size_t,size_t> > gridevent;
-
+ void fillJetGrid(Jet jet, PseudoJets * thermom, vector<vector<FourMomentum> > & grid, vector<vector<FourMomentum> > & thgrid, std::set<std::pair<size_t,size_t> > & gridevent) {
// fill grid
foreach (Particle part, jet.constituents()) {
FourMomentum mom(part.momentum());
size_t phibin, etabin;
if (mom.E() < 1e-5 && mom.E() > 1e-7) {
- FourMomentum test(mom);
+ /*FourMomentum test(mom);
test *= 10000.;
//cout<<"Found dummy :"<<Get4Mom(mom)<<endl;
double dRmin(10.);
PseudoJet matchthmom;
foreach (PseudoJet tm, *thermom) {
double dR = deltaR(test.eta(), test.phi(ZERO_2PI), Get4Mom(tm).eta(),Get4Mom(tm).phi(ZERO_2PI));
if (dR < dRmin) {
dRmin = dR;
matchthmom = tm;
}
}
if (dRmin < 1e-5) {
mom = Get4Mom(matchthmom);
phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((mom.eta() + 4.)*_netabins/8.);
if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
- thgrid[phibin][etabin] += mom;
+ thgrid[phibin][etabin] += mom;*/
/*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
double celltheta(2.*atan(exp(-celleta)));
double rho(thgrid[phibin][etabin].E() + mom.E());
thgrid[phibin][etabin].setE(rho);
thgrid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
thgrid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
thgrid[phibin][etabin].setPz(rho*cos(celltheta));*/
- gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ /* gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
}
- else cout<<"Error: did not find scattering centre matching dummy.\n";
+ else cout<<"Error: did not find scattering centre matching dummy.\n";*/
}
else {
phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((mom.eta() + 4.)*_netabins/8.);
if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
- grid[phibin][etabin] += mom;
- /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ //grid[phibin][etabin] += mom;
+ double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
double celltheta(2.*atan(exp(-celleta)));
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
- grid[phibin][etabin].setPz(rho*cos(celltheta));*/
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
}
}
- double negenergy(0.);
- PseudoJets pevent;
- for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
- size_t i,k;
- i = it->first;
- k = it->second;
- FourMomentum diff(grid[i][k] - thgrid[i][k]);
- if (grid[i][k].pT() > thgrid[i][k].pT() && diff.E() > 0.) {
- PseudoJet pjet(diff.px(),diff.py(),diff.pz(),diff.E());
- pevent.push_back(pjet);
- }
- else negenergy += diff.E();
- }
- return pevent;
+
+ foreach (PseudoJet pjet, *thermom) {
+ FourMomentum mom = Get4Mom(pjet);
+ double dR(deltaR(mom, jet));
+ if (dR < _jetR) {
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ //thgrid[phibin][etabin] += mom;
+ double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ double rho(thgrid[phibin][etabin].E() + mom.E());
+ thgrid[phibin][etabin].setE(rho);
+ thgrid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ thgrid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ thgrid[phibin][etabin].setPz(rho*cos(celltheta));
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ }
+
+ return;
+
}
/// 4-momentum adapter
FourMomentum Get4Mom(PseudoJet pjet){
FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
return mom;
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
if (cent > 0.1) vetoEvent;
#if MODE==0
- Cut cuts = Cuts::abseta < _etaloose && Cuts::pT > _ptmin*GeV;
+// cout<<"Karo: event number "<<event.genEvent()->event_number()<<endl;
+ //Cut cuts = Cuts::abseta < _etaloose && Cuts::pT > _ptmin*GeV;
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > _ptmin*GeV;
const Jets jets = applyProjection<FastJets>(event, "FullJets").jetsByPt(cuts);
PseudoJets thermom = extractThermalMomenta(event);
foreach (Jet jet, jets) {
//double scalefac;
//scalefac = getScaleFac(jet, 0.);
//_h_scalefac->fill(scalefac, weight);
FourMomentum jetsub = SubtractJetMom(jet, &thermom, 1.);
+// if (jet.momentum().pT() > 100.) {
+// cout<<"Karo: "<<jet.momentum().pT()<<" -> "<<jetsub.pT()<<endl;
+// }
if (abs(jetsub.eta()) < _etamax) {
double mass2(jetsub.mass2());
double mass(mass2>0.?sqrt(mass2):-1.);
//mass *= scalefac;
mass *= _massscalefac;
//double jetpt(scalefac*jetsub.pT());
double jetpt(jetsub.pT());
_h_jetpt->fill(jetpt,weight);
jetpt *= _ptscalefac;
_h_jetpt_resc->fill(jetpt,weight);
for (size_t i=0; i<3; ++i) {
if (jetpt > _ptedges[i] && jetpt <= _ptedges[i+1]) _h_jetmass[i]->fill(mass,weight);
}
}
+ if (jetsub.pT() > 100.*GeV) {
+// cout<<"Karo: "<<jetsub.pT()<<endl;
+ double mass2(jetsub.mass2());
+ double mass(mass2>0.?sqrt(mass2):-1.);
+ _h_JetMass->fill(mass,weight);
+ _h_JetpT->fill(jetsub.pT(),weight);
+ }
}
#elif MODE==1
- Cut cuts = Cuts::abseta < _etaloose && Cuts::pT > _ptmin*GeV;
+ //Cut cuts = Cuts::abseta < _etaloose && Cuts::pT > _ptmin*GeV;
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > _ptmin*GeV;
const Jets jets = applyProjection<FastJets>(event, "FullJets").jetsByPt(cuts);
PseudoJets thermom = extractThermalMomenta(event);
+ // initialise grid
+ vector<vector<FourMomentum> > grid, thgrid;
+ grid.resize(_nphibins);
+ thgrid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ thgrid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ thgrid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+ std::set<std::pair<size_t,size_t> > gridevent;
+
foreach (Jet jet, jets) {
- PseudoJets constgrid = fillJetGrid(jet, &thermom);
- JetDefinition jet_def(antikt_algorithm, 1.);
- ClusterSequence cs(constgrid, jet_def);
- PseudoJet pjet = sorted_by_pt(cs.inclusive_jets(0.))[0];
+ fillJetGrid(jet, &thermom, grid, thgrid, gridevent);
+ }
+ double negenergy(0.);
+ PseudoJets pevent;
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ FourMomentum diff(grid[i][k] - thgrid[i][k]);
+ if (grid[i][k].pT() > thgrid[i][k].pT() && diff.E() > 0.) {
+ PseudoJet pjet(diff.px(),diff.py(),diff.pz(),diff.E());
+ pevent.push_back(pjet);
+ }
+ else negenergy += diff.E();
+ }
+ JetDefinition jet_def(antikt_algorithm, _jetR);
+ ClusterSequence cs(pevent, jet_def);
+ PseudoJets pjets = sorted_by_pt(cs.inclusive_jets(_ptmin));
+ //cout<<"size comparison: "<<jets.size()<<" vs. "<<pjets.size()<<endl;
+ foreach (PseudoJet pjet, pjets) {
FourMomentum jetsub = Get4Mom(pjet);
if (abs(jetsub.eta()) < _etamax) {
double mass2(jetsub.mass2());
double mass(mass2>0.?sqrt(mass2):-1.);
mass *= _massscalefac;
double jetpt(jetsub.pT());
_h_jetpt->fill(jetpt,weight);
jetpt *= _ptscalefac;
_h_jetpt_resc->fill(jetpt,weight);
for (size_t i=0; i<3; ++i) {
if (jetpt > _ptedges[i] && jetpt <= _ptedges[i+1]){
_h_jetmass[i]->fill(mass,weight);
}
}
}
+ if (jetsub.pT() > 100.*GeV) {
+ double mass2(jetsub.mass2());
+ double mass(mass2>0.?sqrt(mass2):-1.);
+ _h_JetMass->fill(mass,weight);
+ _h_JetpT->fill(jetsub.pT(),weight);
+ }
}
#elif MODE==2
const FinalState parts = applyProjection<FinalState>(event, "FS");
PseudoJets pevent, pjets;
std::set<std::pair<size_t,size_t> > gridevent;
vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
size_t i,k;
i = it->first;
k = it->second;
if (grid[i][k].E() > 0. ) {
PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
pevent.push_back(part);
}
}
JetDefinition jet_def(antikt_algorithm, _jetR);
ClusterSequence cs(pevent, jet_def);
pjets = sorted_by_pt(cs.inclusive_jets(_ptmin));
foreach (PseudoJet pjet, pjets) {
FourMomentum jetsub = Get4Mom(pjet);
if (abs(jetsub.eta()) < _etamax) {
//double scalefac;
//scalefac = getScaleFac(Jet(pjet),0.,&parts);
//_h_scalefac->fill(scalefac,weight);
double mass2(jetsub.mass2());
double mass(mass2>0.?sqrt(mass2):-1.);
//mass *= scalefac;
mass *= _massscalefac;
//double jetpt(scalefac*jetsub.pT());
double jetpt(jetsub.pT());
_h_jetpt->fill(jetpt,weight);
jetpt *= _ptscalefac;
_h_jetpt_resc->fill(jetpt,weight);
for (size_t i=0; i<3; ++i) {
if (jetpt > _ptedges[i] && jetpt <= _ptedges[i+1]){
_h_jetmass[i]->fill(mass,weight);
}
}
}
+ if (jetsub.pT() > 100.*GeV) {
+ double mass2(jetsub.mass2());
+ double mass(mass2>0.?sqrt(mass2):-1.);
+ _h_JetMass->fill(mass,weight);
+ _h_JetpT->fill(jetsub.pT(),weight);
+ }
}
#elif MODE==3
const FinalState parts = applyProjection<FinalState>(event, "FS");
Cut cuts = Cuts::abseta < _etaloose && Cuts::pT > _ptmin*GeV;
const Jets jets = applyProjection<FastJets>(event, "TrackJets").jetsByPt(cuts);
foreach (Jet jet, jets) {
//double scalefac;
//scalefac = getScaleFac(jet, 0., &parts);
//_h_scalefac->fill(scalefac, weight);
PseudoJets thermom = extractThermalMomenta(event);
//FourMomentum jetsub = SubtractJetMom(jet, &thermom, scalefac);
FourMomentum jetsub = SubtractJetMom(jet, &thermom, _ptscalefac);
if (abs(jetsub.eta()) < _etamax) {
double mass2(jetsub.mass2());
double mass(mass2>0.?sqrt(mass2):-1.);
double jetpt(jetsub.pT());
_h_jetpt_resc->fill(jetpt,weight);
for (size_t i=0; i<3; ++i) {
if (jetpt > _ptedges[i] && jetpt <= _ptedges[i+1]) _h_jetmass[i]->fill(mass,weight);
}
}
}
#endif
}
/// Normalise histograms etc., after the run
void finalize() {
//normalize(_h_scalefac);
for (size_t i=0; i<3; ++i) {
normalize(_h_jetmass[i]);
}
scale(_h_jetpt, crossSection()/sumOfWeights());
scale(_h_jetpt_resc, crossSection()/sumOfWeights());
+ normalize(_h_JetMass);
+ scale(_h_JetpT, crossSection()/picobarn/sumOfWeights());
}
private:
double _jetR, _ptmin, _etamax, _etaloose;
double _massscalefac, _ptscalefac;
size_t _netabins, _nphibins;
vector<double> _ptedges;
//Histo1DPtr _h_scalefac;
Histo1DPtr _h_jetmass[3];
Histo1DPtr _h_jetpt, _h_jetpt_resc;
+ Histo1DPtr _h_JetMass, _h_JetpT;
};
// The hook for the plugin system
#if MODE==0
DECLARE_RIVET_PLUGIN(ALICE_2017_I1512107_4MOMSUB);
#elif MODE==1
DECLARE_RIVET_PLUGIN(ALICE_2017_I1512107_GRIDSUB1);
#elif MODE==2
DECLARE_RIVET_PLUGIN(ALICE_2017_I1512107_GRIDSUB2);
#elif MODE==3
DECLARE_RIVET_PLUGIN(ALICE_2017_I1512107_CHARGED);
#endif
}
Index: trunk/code/ATLAS_2013_I1228693.cc
===================================================================
--- trunk/code/ATLAS_2013_I1228693.cc (revision 451)
+++ trunk/code/ATLAS_2013_I1228693.cc (revision 452)
@@ -1,121 +1,119 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class ATLAS_2013_I1228693 : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
ATLAS_2013_I1228693()
: Analysis("ATLAS_2013_I1228693")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_yedges += 0.0, 0.3, 0.8, 1.2, 2.1, 2.8, 3.6, 4.4;
_deltay += 0.6, 1.0, 0.8, 1.8, 1.4, 1.6, 1.6;
_nybins = 7;
_jetparams += 0.4, 0.6;
_njetbins = 2;
FinalState fs(-6.0, 6.0, 0.*GeV);
addProjection(fs, "FS");
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "Jets" << j;
const string pname = ss.str();
_names[j] = pname;
FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
fj.useInvisibles();
addProjection(fj, pname);
}
for (size_t i = 0; i < _njetbins; ++i) {
for (size_t j = 0; j < _nybins; ++j) {
- _h_jetspec[i][j] = bookHistogram1D(i*7+j+1, 1, 1);
+ _h_jetspec[i][j] = bookHisto1D(i*7+j+1, 1, 1);
}
}
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
for (size_t i = 0; i < _njetbins; ++i) {
const Jets alljets = applyProjection<FastJets>(event, _names[i]).jetsByEt();
for (size_t j = 0; j < _nybins; ++j) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
double y(abs(jet.momentum().rapidity()));
if (y > _yedges[j] && y < _yedges[j+1]) {
_h_jetspec[i][j]->fill(pt,weight);
}
}
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
for (size_t i = 0; i < _njetbins; ++i) {
for (size_t j = 0; j < _nybins; ++j) {
scale(_h_jetspec[i][j],crossSection()/(nanobarn*_deltay[j]*sumOfWeights()));
}
}
}
//@}
private:
vector<double> _yedges, _jetparams;
vector<double> _deltay;
size_t _nybins, _njetbins;
string _names[2];
private:
/// @name Histograms
//@{
- AIDA::IHistogram1D *_h_jetspec[2][7];
+ Histo1DPtr _h_jetspec[2][7];
//@}
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(ATLAS_2013_I1228693);
}
Index: trunk/code/ALICE_GIRTH.plot
===================================================================
--- trunk/code/ALICE_GIRTH.plot (revision 0)
+++ trunk/code/ALICE_GIRTH.plot (revision 452)
@@ -0,0 +1,7 @@
+# BEGIN PLOT /ALICE_GIRTH/d01-x01-y01
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /ALICE_GIRTH/pp_g_*
+LogY=0
+# END PLOT
Index: trunk/code/ALICE_JETRAA.cc
===================================================================
--- trunk/code/ALICE_JETRAA.cc (revision 451)
+++ trunk/code/ALICE_JETRAA.cc (revision 452)
@@ -1,118 +1,117 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief jet pt spectrum
class ALICE_JETRAA : public Analysis {
public:
/// Constructor
ALICE_JETRAA()
: Analysis("ALICE_JETRAA"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
ChargedFinalState cfs(-0.9, 0.9, 0.150*GeV);
addProjection(cfs, "CFS");
addProjection(FastJets(cfs, FastJets::ANTIKT, 0.2), "Jets1");
addProjection(FastJets(cfs, FastJets::ANTIKT, 0.3), "Jets2");
- pt_02 = bookHistogram1D("jetspec1",binEdges(1, 1, 1));
- pt_03 = bookHistogram1D("jetspec2",binEdges(2, 1, 1));
- _h_ratio_02 = bookHistogram1D(1, 1, 1);
- _h_ratio_03 = bookHistogram1D(2, 1, 1);
- n_02 = bookHistogram1D("njet1", 20, 0.0, 20.0,
+ pt_02 = bookHisto1D("jetspec1",refData(1, 1, 1));
+ pt_03 = bookHisto1D("jetspec2",refData(2, 1, 1));
+ _h_ratio_02 = bookHisto1D(1, 1, 1);
+ _h_ratio_03 = bookHisto1D(2, 1, 1);
+ n_02 = bookHisto1D("njet1", 20, 0.0, 20.0,
"number of jet2 R=0.2",
"$N_\\mathrm{jet}$",
"$\\mathrm{d}\\sigma/\\mathrm{d}N_\\mathrm{jet}$");
- n_03 = bookHistogram1D("njet2", 20, 0.0, 20.0,
+ n_03 = bookHisto1D("njet2", 20, 0.0, 20.0,
"number of jet2 R=0.3",
"$N_\\mathrm{jet}$",
"$\\mathrm{d}\\sigma/\\mathrm{d}N_\\mathrm{jet}$");
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const FastJets& fastjets1 = applyProjection<FastJets>(event, "Jets1");
const Jets alljets1 = fastjets1.jetsByPt();
- const Jets jets1 = fastjets1.jetsByEt(30., 300., -0.5, 0.5);
+ Cut cuts = Cuts::abseta < 0.5 && Cuts::pT > 30*GeV && Cuts::pT < 300.*GeV;
+ const Jets jets1 = fastjets1.jetsByEt(cuts);
const FastJets& fastjets2 = applyProjection<FastJets>(event, "Jets2");
const Jets alljets2 = fastjets2.jetsByPt();
- const Jets jets2 = fastjets2.jetsByEt(30., 300., -0.5, 0.5);
+ const Jets jets2 = fastjets2.jetsByEt(cuts);
if (cent<0. || (cent>=0.0 && cent<0.1)) {
_sumWeightSelected += weight;
n_02->fill(jets1.size(),weight);
if (jets1.size() > 0) {
foreach (Jet jet, jets1){
pt_02->fill(jet.momentum().pT(),weight);
_h_ratio_02->fill(jet.momentum().pT(),weight);
}
}
n_03->fill(jets2.size(),weight);
if (jets2.size() > 0) {
foreach (Jet jet, jets2){
pt_03->fill(jet.momentum().pT(),weight);
_h_ratio_03->fill(jet.momentum().pT(),weight);
}
}
}
}
/// Finalize
void finalize() {
if (_sumWeightSelected == 0.) _sumWeightSelected = 1.;
scale(pt_02,crossSection()/_sumWeightSelected);
scale(pt_03,crossSection()/_sumWeightSelected);
scale(_h_ratio_02,crossSection()/_sumWeightSelected);
scale(_h_ratio_03,crossSection()/_sumWeightSelected);
scale(n_02,1./_sumWeightSelected);
scale(n_03,1./_sumWeightSelected);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * pt_02;
- AIDA::IHistogram1D * pt_03;
- AIDA::IHistogram1D * _h_ratio_02;
- AIDA::IHistogram1D * _h_ratio_03;
- AIDA::IHistogram1D * n_02;
- AIDA::IHistogram1D * n_03;
+ Histo1DPtr pt_02;
+ Histo1DPtr pt_03;
+ Histo1DPtr _h_ratio_02;
+ Histo1DPtr _h_ratio_03;
+ Histo1DPtr n_02;
+ Histo1DPtr n_03;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ALICE_JETRAA> plugin_ALICE_JETRAA;
}
Index: trunk/code/ALICE_GIRTH_GRIDSUB2.plot
===================================================================
--- trunk/code/ALICE_GIRTH_GRIDSUB2.plot (revision 0)
+++ trunk/code/ALICE_GIRTH_GRIDSUB2.plot (revision 452)
@@ -0,0 +1,7 @@
+# BEGIN PLOT /ALICE_GIRTH_GRIDSUB2/d01-x01-y01
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /ALICE_GIRTH_GRIDSUB2/pp_g_*
+LogY=0
+# END PLOT
Index: trunk/code/ALICE_2014_I1263194.cc
===================================================================
--- trunk/code/ALICE_2014_I1263194.cc (revision 451)
+++ trunk/code/ALICE_2014_I1263194.cc (revision 452)
@@ -1,156 +1,156 @@
-// -*- C++ -*-
-#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
-#include "Rivet/Tools/Logging.hh"
-#include "Rivet/Projections/ChargedFinalState.hh"
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Tools/Logging.hh"
+#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/FastJets.hh"
-/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
-
-namespace Rivet {
-
-
- class ALICE_2014_I1263194 : public Analysis {
- public:
-
- /// @name Constructors etc.
- //@{
-
- /// Constructor
- ALICE_2014_I1263194()
- : Analysis("ALICE_2014_I1263194")
- { }
-
- //@}
-
-
- public:
-
- /// @name Analysis methods
- //@{
-
- /// Book histograms and initialise projections before the run
- void init() {
-
- _centedges += 0.0, 0.1, 0.3, 0.5, 0.8;
- _jetparams += 0.2, 0.3;
- _biases += 0., 5., 10.;
-
- _ncentbins = 4;
- _njetbins = 2;
- _nbiasbins = 3;
-
+/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
+
+namespace Rivet {
+
+
+ class ALICE_2014_I1263194 : public Analysis {
+ public:
+
+ /// @name Constructors etc.
+ //@{
+
+ /// Constructor
+ ALICE_2014_I1263194()
+ : Analysis("ALICE_2014_I1263194")
+ { }
+
+ //@}
+
+
+ public:
+
+ /// @name Analysis methods
+ //@{
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ _centedges += 0.0, 0.1, 0.3, 0.5, 0.8;
+ _jetparams += 0.2, 0.3;
+ _biases += 0., 5., 10.;
+
+ _ncentbins = 4;
+ _njetbins = 2;
+ _nbiasbins = 3;
+
ChargedFinalState cfs(-0.9, 0.9, 0.15*GeV);
addProjection(cfs, "CFS");
- for (size_t j = 0; j < _njetbins; ++j) {
- stringstream ss; ss << "Jets" << j;
- const string pname = ss.str();
- _names[j] = pname;
-
- FastJets fj(cfs, FastJets::ANTIKT, _jetparams[j]);
- addProjection(fj, pname);
- }
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- _sumwtcentbins[i] = 0.;
- if (i < _ncentbins-1) _rsumwtcentbins[i] = 0.;
- for (size_t j = 0; j < _njetbins; ++j) {
- for (size_t k = 0; k < _nbiasbins; ++k) {
- _h_jetspec[i][j][k] = bookHistogram1D(2+4*k+i, 1, j+1);
- if (i < _ncentbins-1) {
- _h_rcp[i][j][k] = bookHistogram1D(18+3*k+i, 1, j+1);
- }
- }
- }
- }
-
- }
-
-
- /// Perform the per-event analysis
- void analyze(const Event& event) {
- const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
- _sumwtcentbins[i] += weight;
- if (i < _ncentbins-1) _rsumwtcentbins[i] += weight;
- else {
- for (size_t l = 0; l < _ncentbins-1; ++l) {
- _rsumwtcentbins[l] += weight;
- }
- }
- }
- }
-
- for (size_t j = 0; j < _njetbins; ++j) {
- const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByPt(10.*GeV, 120.*GeV, -0.5, 0.5);
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
-// track bias
+ for (size_t j = 0; j < _njetbins; ++j) {
+ stringstream ss; ss << "Jets" << j;
+ const string pname = ss.str();
+ _names[j] = pname;
+
+ FastJets fj(cfs, FastJets::ANTIKT, _jetparams[j]);
+ addProjection(fj, pname);
+ }
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ _sumwtcentbins[i] = 0.;
+ if (i < _ncentbins-1) _rsumwtcentbins[i] = 0.;
+ for (size_t j = 0; j < _njetbins; ++j) {
+ for (size_t k = 0; k < _nbiasbins; ++k) {
+ _h_jetspec[i][j][k] = bookHisto1D(2+4*k+i, 1, j+1);
+ if (i < _ncentbins-1) {
+ _h_rcp[i][j][k] = bookHisto1D(18+3*k+i, 1, j+1);
+ }
+ }
+ }
+ }
+
+ }
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
+ _sumwtcentbins[i] += weight;
+ if (i < _ncentbins-1) _rsumwtcentbins[i] += weight;
+ else {
+ for (size_t l = 0; l < _ncentbins-1; ++l) {
+ _rsumwtcentbins[l] += weight;
+ }
+ }
+ }
+ }
+
+ for (size_t j = 0; j < _njetbins; ++j) {
+ Cut cuts = Cuts::abseta < 0.5 && Cuts::pT > 10*GeV && Cuts::pT < 120.*GeV;
+ const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByPt(cuts);
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
+// track bias
for (size_t k = 0; k < _nbiasbins; ++k) {
foreach (Jet jet, jets) {
vector< Particle > & particles(jet.particles());
foreach (Particle part, particles) {
if (part.momentum().pT() > _biases[k]*GeV) {
_h_jetspec[i][j][k]->fill(jet.momentum().pT(),weight);
- if (i < _ncentbins-1) _h_rcp[i][j][k]->fill(jet.momentum().pT(),weight);
- else {
- for (size_t l = 0; l < _ncentbins-1; ++l) {
- _h_rcp[l][j][k]->fill(jet.momentum().pT(),weight);
- }
- }
+ if (i < _ncentbins-1) _h_rcp[i][j][k]->fill(jet.momentum().pT(),weight);
+ else {
+ for (size_t l = 0; l < _ncentbins-1; ++l) {
+ _h_rcp[l][j][k]->fill(jet.momentum().pT(),weight);
+ }
+ }
break;
}
}
- }
+ }
}
- }
- }
- }
-
- }
-
-
- /// Normalise histograms etc., after the run
- void finalize() {
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- for (size_t j = 0; j < _njetbins; ++j) {
- for (size_t k = 0; k < _nbiasbins; ++k) {
- scale(_h_jetspec[i][j][k],1.e6/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
- if (i < _ncentbins-1) scale(_h_rcp[i][j][k],crossSection()/(_rsumwtcentbins[i]>0.?_rsumwtcentbins[i]:1.));
- }
- }
- }
- }
-
- //@}
-
-
- private:
-
- vector<double> _jetparams, _centedges, _biases;
- double _sumwtcentbins[4],_rsumwtcentbins[3];
- size_t _ncentbins, _njetbins, _nbiasbins;
-
- string _names[2];
-
- private:
-
- /// @name Histograms
- //@{
- AIDA::IHistogram1D *_h_jetspec[4][2][3];
- AIDA::IHistogram1D *_h_rcp[3][2][3];
- //@}
-
-
- };
-
-
-
- // The hook for the plugin system
- DECLARE_RIVET_PLUGIN(ALICE_2014_I1263194);
-
-}
+ }
+ }
+ }
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ for (size_t j = 0; j < _njetbins; ++j) {
+ for (size_t k = 0; k < _nbiasbins; ++k) {
+ scale(_h_jetspec[i][j][k],1.e6/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
+ if (i < _ncentbins-1) scale(_h_rcp[i][j][k],crossSection()/(_rsumwtcentbins[i]>0.?_rsumwtcentbins[i]:1.));
+ }
+ }
+ }
+ }
+
+ //@}
+
+
+ private:
+
+ vector<double> _jetparams, _centedges, _biases;
+ double _sumwtcentbins[4],_rsumwtcentbins[3];
+ size_t _ncentbins, _njetbins, _nbiasbins;
+
+ string _names[2];
+
+ private:
+
+ /// @name Histograms
+ //@{
+ Histo1DPtr _h_jetspec[4][2][3];
+ Histo1DPtr _h_rcp[3][2][3];
+ //@}
+
+
+ };
+
+
+
+ // The hook for the plugin system
+ DECLARE_RIVET_PLUGIN(ALICE_2014_I1263194);
+
+}
Index: trunk/code/CMS_2014_I1299142.plot
===================================================================
--- trunk/code/CMS_2014_I1299142.plot (revision 0)
+++ trunk/code/CMS_2014_I1299142.plot (revision 452)
@@ -0,0 +1,8 @@
+# BEGIN PLOT /CMS_2014_I1299142/d01-x01-y01
+#Title=[Uncomment and insert title for histogram d01-x01-y01 here]
+#XLabel=[Uncomment and insert x-axis label for histogram d01-x01-y01 here]
+#YLabel=[Uncomment and insert y-axis label for histogram d01-x01-y01 here]
+# + any additional plot settings you might like, see make-plots documentation
+# END PLOT
+
+# ... add more histograms as you need them ...
Index: trunk/code/runit-lhc2.sh
===================================================================
--- trunk/code/runit-lhc2.sh (revision 451)
+++ trunk/code/runit-lhc2.sh (revision 452)
@@ -1,42 +1,50 @@
#!/bin/bash
source /media/hdmobil/korinna/arbeit/rivet2/local/rivetenv.sh
#export RIVET_ANALYSIS_PATH=$RIVET_ANALYSIS_PATH:/home/jewel/trunk/code
#export RIVET_REF_PATH=$RIVET_REF_PATH:/home/jewel/trunk/code
export LD_LIBRARY_PATH=/media/hdmobil/korinna/arbeit/durham/sherpa/lhapdf/lhapdf-5.8.4/lhapdf-install/lib/:$LD_LIBRARY_PATH
export LHAPATH=/media/hdmobil/korinna/arbeit/durham/sherpa/lhapdf/lhapdf-5.8.4/lhapdf-install/share/lhapdf/PDFsets
fifo=fifo-vac.hepmc
runcard=params.vac.dat
-outfile=data/pp-test.yoda
+outfile=data/jewel-2.1.1_vac_lhc2_raghav-dijets.yoda
+#outfile=test.yoda
#outfile=data/jewel-2.1.0_vac_scalefix_5-550.aida
#outfile=data/jewel-2.0.0_vac_fixed_5-350_aasmear.aida
#outfile=data/jets+dijets.aida.aida
#outfile=data/vac-jj-ptmin5.aida
#outfile=data/vac-yq-new.aida
#outfile=data/pp-lhc2-300.10M.aida
rm $fifo
mkfifo $fifo
sed -i 's/FIFO/'$fifo'/g' $runcard
./jewel-2.1.1-vac $runcard &
# rivet -a MC_DIJETS -a MC_SIJETS -a MC_XS -H $outfile $fifo
# rivet -a ALICE_2012_I1127497 -a ALICE_2012_I1210881 -a ALICE_JETRAA -a ALICE_JETRAA2 -a ATLAS_2012_S1126965 -a ATLAS_2013_I1240088 -a ATLAS_CONF_2012_115 -a CMS_2012_I1088823 -a CMS_2012_I1090064 -a CMS_2012_I1116250 -a CMS_2013_I1256590 -a CMS_HIN_12_004 -a JETSPECTRUM -a HADRONSPECTRA -a MC_JETS -a MC_XS -H $outfile $fifo
# rivet -a ATLAS_CONF_2014_025 -a ATLAS_CONF_2014_028 -a ALICE_2014_I1263194 -a CMS_HIN_12_004 -a ALICE_JETRAA -a ALICE_JETRAA2 -a MC_XS -H $outfile $fifo
# rivet -a CMS_HIN_12_004 -a ALICE_JETRAA -a MC_XS -H $outfile $fifo
# rivet -a ATLAS_2013_I1228693 -a CMS_2013_I1256590 -a ALICE_2012_I1210881 -a CMS_2012_I1116250 -a CMS_2012_I1090064 -a MC_XS -H $outfile $fifo
# rivet -a ALICE_2012_I1127497 -a ALICE_2014_I1263194 -a ALICE_JETRAA -a ALICE_JETRAA2 -a ATLAS_2012_S1126965 -a ATLAS_2013_I1240088 -a ATLAS_CONF_2012_115 -a ATLAS_CONF_2014_025 -a ATLAS_CONF_2014_028 -a CMS_2012_I1088823 -a CMS_2012_I1090064 -a CMS_2012_I1116250 -a CMS_2013_I1256590 -a CMS_HIN_12_004 -a JETSPECTRUM -a HADRONSPECTRA -a MC_DIJETS -a MC_SIJETS -a MC_JETS -a MC_XS -H $outfile $fifo
#rivet -a MC_XS -a MC_DIJETS -H $outfile $fifo
#rivet -a MC_XS -a MC_JETMASS -H $outfile $fifo
#rivet -a MC_XS -a CMS_HIN_13_005 -H $outfile $fifo
-rivet -a MC_XS -a TEST_JETMASS -H $outfile $fifo
+#rivet --pwd -a MC_XS -a ALICE_2017_I1512107_4MOMSUB -a ALICE_2017_I1512107_GRIDSUB1 -a ALICE_2017_I1512107_GRIDSUB2 -a ALICE_2017_I1512107_CHARGED -a CMS_2013_I1256590_4MOMSUB -a CMS_2013_I1256590_GRIDSUB2 -a CMS_2013_I1256590_CHARGED -a CMS_2014_I1299142_4MOMSUB -a CMS_2014_I1299142_GRIDSUB2 -a ALICE_GIRTH_4MOMSUB -a ALICE_GIRTH_GRIDSUB2 -a TEST_JETMASS -H $outfile $fifo
+#rivet --pwd -a MC_XS -a CMS_2013_I1256590_4MOMSUB -a CMS_2013_I1256590_GRIDSUB2 -a CMS_2013_I1256590_CHARGED -H $outfile $fifo
+#rivet --pwd -a MC_XS -a CMS_2013_I1256590_CHARGED -H $outfile $fifo
+#rivet --pwd -a MC_XS -a ALICE_GIRTH_4MOMSUB -a ALICE_GIRTH_GRIDSUB2 -H $outfile $fifo
+#rivet --pwd -a MC_XS -a TEST_JETMASS -H $outfile $fifo
+rivet --pwd -a MC_XS -a JEWEL_MethodComparisons_4MomSub -a JEWEL_MethodComparisons_GridSub -H $outfile $fifo
+#rivet --pwd -a MC_XS -a ALICE_2017_I1512107_4MOMSUB -a ALICE_2017_I1512107_GRIDSUB1 -a ALICE_2017_I1512107_GRIDSUB2 -a ALICE_2017_I1512107_CHARGED -H $outfile $fifo
+
# -a JETSPECTRUM -a HADRONSPECTRA -a CMS_HIN_12_004 -a CMS_2013_I1256590 -a CMS_2012_I1116250 -a CMS_2012_I1090064 -a CMS_2012_I1088823 -a ATLAS_CONF_2014_028
# -a ATLAS_CONF_2014_025 -a ATLAS_2013_I1240088 -a ATLAS_2013_I1228693 -a ATLAS_2012_I1126965 -a ALICE_JETRAA2 -a ALICE_JETRAA -a ALICE_2014_I1263194 -a ALICE_2012_I1127497 -a ALICE_2015_I1343112 -a MC_XS -H $outfile $fifo
sed -i 's/'$fifo'/FIFO/g' $runcard
rm $fifo
Index: trunk/code/MC_SOFTDROP.cc
===================================================================
--- trunk/code/MC_SOFTDROP.cc (revision 451)
+++ trunk/code/MC_SOFTDROP.cc (revision 452)
@@ -1,457 +1,578 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
//#include "Rivet/Tools/Logging.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
//#include "fastjet/AreaDefinition.hh"
#include "fastjet/ClusterSequence.hh"
//#include "fastjet/ClusterSequenceArea.hh"
#include "fastjet/contrib/SoftDrop.hh"
#include "HepMC/GenParticle.h"
#include "HepMC/GenEvent.h"
// background=0, norec_grid=1, norec_part=2, unsub_grid=3, unsub_part=4
#ifndef MODE
#warning MODE not defined, using default
#define MODE 0
#endif
namespace Rivet {
using namespace fastjet;
#if MODE==0
class MC_SOFTDROP_REC : public Analysis {
#elif MODE==1
class MC_SOFTDROP_NOREC_GRID : public Analysis {
#elif MODE==2
class MC_SOFTDROP_NOREC_PART : public Analysis {
#elif MODE==3
class MC_SOFTDROP_UNSUB_GRID : public Analysis {
#elif MODE==4
class MC_SOFTDROP_UNSUB_PART : public Analysis {
#endif
public:
/// Constructor
#if MODE==0
MC_SOFTDROP_REC() : Analysis("MC_SOFTDROP_REC")
#elif MODE==1
MC_SOFTDROP_NOREC_GRID() : Analysis("MC_SOFTDROP_NOREC_GRID")
#elif MODE==2
MC_SOFTDROP_NOREC_PART() : Analysis("MC_SOFTDROP_NOREC_PART")
#elif MODE==3
MC_SOFTDROP_UNSUB_GRID() : Analysis("MC_SOFTDROP_UNSUB_GRID")
#elif MODE==4
MC_SOFTDROP_UNSUB_PART() : Analysis("MC_SOFTDROP_UNSUB_PART")
#endif
{
_zcut = 0.1; _beta = 0.;
_nphibins = 120; _netabins = 160;
}
/// Book histograms and initialise projections before the run
void init() {
_jetRs += 0.4;
_njetRbins = 1;
_girthedges += 0., 0.1, 0.2, 0.3, 1.;
_ngirthbins = 4;
+
+ _zgbins += 0.1, 0.2, 0.3, 0.4, 0.5;
+ _nzgbins = 4;
+
+ _dRbins += 0.0, 0.1, 0.2, 0.3, 0.4;
+ _ndRbins = 4;
// pt binning
_ptedges += 140, 160, 180, 200, 250, 300, 500;
_nptbins = _ptedges.size();
for (size_t k = 0; k < _njetRbins; ++k) {
stringstream ss1; ss1 << "jetpt_R" <<_jetRs[k];
_h_jetpt[k] = bookHisto1D(ss1.str(), 100, 50., 500.);
stringstream ss2; ss2 << "zg_R" <<_jetRs[k];
_h_zg[k] = bookHisto1D(ss2.str(), 8, 0.1, 0.5);
stringstream ss3; ss3 << "nstep_R" <<_jetRs[k];
_h_nstep[k] = bookHisto1D(ss3.str(), 21, -0.5, 20.5);
stringstream ss5; ss5 << "zg_dRcut_R" <<_jetRs[k];
_h_zgdrcut[k] = bookHisto1D(ss5.str(), 8, 0.1, 0.5);
stringstream ss6; ss6 << "nstep_dRcut_R" <<_jetRs[k];
_h_nstepdrcut[k] = bookHisto1D(ss6.str(), 21, -0.5, 20.5);
stringstream ss7; ss7 << "groomed_ptratio_R" <<_jetRs[k];
_h_grptratio[k] = bookHisto1D(ss7.str(), 50, 0., 1.);
stringstream ss8; ss8 << "zg_dRcut_nstep0_R" <<_jetRs[k];
_h_zgdrcutnstep0[k] = bookHisto1D(ss8.str(), 8, 0.1, 0.5);
//stringstream ss9; ss9 << "deltapt_R" <<_jetRs[k];
//_h_deltapt[k] = bookHisto1D(ss9.str(), 50, -0.5, 0.5);
for (size_t j = 0; j < _ngirthbins; ++j) {
stringstream ss; ss << "zg_girth" << "_" << j<<"_R"<<_jetRs[k];
_h_zg_girth[j][k] = bookHisto1D(ss.str(), 8, 0.1, 0.5);
}
- /*for (size_t j = 0; j < _nptbins; ++j) {
- stringstream ss1; ss1 << "zg" << "_" << j;
- _h_zg[j] = bookHisto1D(ss1.str(), 8, 0.1, 0.5);
- stringstream ss2; ss2 << "nstep" << "_" << j;
- _h_nstep[j] = bookHisto1D(ss2.str(), 21, -0.5, 20.5);
- }*/
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ stringstream ss1; ss1 << "zg_dRbins_" << j<<"_R"<<_jetRs[k];
+ _h_zg_dRbins[j][k] = bookHisto1D(ss1.str(), 8, 0.1, 0.5);
+ stringstream ss2; ss2 << "dR_zgbins_" << j<<"_R"<<_jetRs[k];
+ _h_dR_zgbins[j][k] = bookHisto1D(ss2.str(), 20, 0., 0.6);
+ }
}
_h_deltar[0] = bookHisto1D("deltaR_R0.4", 20, 0., 0.6);
//_h_deltar[1] = bookHisto1D("deltaR_R1", 20, 0., 1.5);
_h_girth[0] = bookHisto1D("girth_R0.4",40 , 0., 0.4);
//_h_girth[1] = bookHisto1D("girth_R1",40 , 0., 1);
_p_girth_lead_zg[0] = bookProfile1D("g_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_girth_lead_zg[1] = bookProfile1D("g_vs_zg_l_R1", 16, 0.1, 0.5);
_p_girth_subl_zg[0] = bookProfile1D("g_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_girth_subl_zg[1] = bookProfile1D("g_vs_zg_s_R1", 16, 0.1, 0.5);
+ _p_area_lead_zg[0] = bookProfile1D("area_vs_zg_l_R0.4", 16, 0.1, 0.5);
+ //_p_area_lead_zg[1] = bookProfile1D("area_vs_zg_l_R1", 16, 0.1, 0.5);
+ _p_area_subl_zg[0] = bookProfile1D("area_vs_zg_s_R0.4", 16, 0.1, 0.5);
+ //_p_area_subl_zg[1] = bookProfile1D("area_vs_zg_s_R1", 16, 0.1, 0.5);
#if MODE==0
_p_recen_lead_zg[0] = bookProfile1D("recen_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recen_lead_zg[1] = bookProfile1D("recen_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recen_sublead_zg[0] = bookProfile1D("recen_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recen_sublead_zg[1] = bookProfile1D("recen_vs_zg_sublead_R1", 16, 0.1, 0.5);
_p_recpt_lead_zg[0] = bookProfile1D("recpt_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recpt_lead_zg[1] = bookProfile1D("recpt_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recpt_sublead_zg[0] = bookProfile1D("recpt_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recpt_sublead_zg[1] = bookProfile1D("recpt_vs_zg_sublead_R1", 16, 0.1, 0.5);
_p_recpt_abs_lead_zg[0] = bookProfile1D("recpt_abs_vs_zg_l_R0.4", 16, 0.1, 0.5);
//_p_recpt_abs_lead_zg[1] = bookProfile1D("recpt_abs_vs_zg_lead_R1", 16, 0.1, 0.5);
_p_recpt_abs_sublead_zg[0] = bookProfile1D("recpt_abs_vs_zg_s_R0.4", 16, 0.1, 0.5);
//_p_recpt_abs_sublead_zg[1] = bookProfile1D("recpt_abs_vs_zg_sublead_R1", 16, 0.1, 0.5);
#endif
}
/// girth = first moment of jet profile
double Girth(PseudoJet pjet) {
double firstmom(0.);
foreach (PseudoJet part, pjet.constituents()) {
double dR(deltaR(pjet.eta(), pjet.phi(), part.eta(), part.phi()));
firstmom += part.pt()*dR;
}
return firstmom/pjet.pt();
}
/// recoil energy fraction
double RecEnFrac(PseudoJet pjet, vector<vector<FourMomentum> > * grid){
double recE(0.);
foreach (PseudoJet part, pjet.constituents()) {
int etabin, phibin;
- phibin = int(Get4Mom(part).phi()*_nphibins/(2.*M_PI));
+ phibin = int(Get4Mom(part).phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((Get4Mom(part).eta() + 4.)*_netabins/8.);
recE += (*grid)[phibin][etabin].E();
}
return recE/pjet.E();
}
/// recoil pt fraction
double RecPtFrac(PseudoJet pjet, vector<vector<FourMomentum> > * grid){
FourMomentum recmom(0.,0.,0.,0.);
foreach (PseudoJet part, pjet.constituents()) {
int etabin, phibin;
- phibin = int(Get4Mom(part).phi()*_nphibins/(2.*M_PI));
+ phibin = int(Get4Mom(part).phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((Get4Mom(part).eta() + 4.)*_netabins/8.);
recmom += (*grid)[phibin][etabin];
}
double ptfrac(recmom.pT()/pjet.pt());
- double dR(deltaR(recmom.eta(), recmom.phi(), Get4Mom(pjet).eta(), Get4Mom(pjet).phi()));
+ double dR(deltaR(recmom.eta(), recmom.phi(ZERO_2PI), Get4Mom(pjet).eta(), Get4Mom(pjet).phi(ZERO_2PI)));
if (dR > 1.) ptfrac *= -1.;
return ptfrac;
}
+
+ vector<FourMomentum> Rambo(FourMomentum momin, int n) {
+ //cout<<"------------------------\n";
+ LorentzTransform cms_boost;
+ cms_boost = LorentzTransform(momin.boostVector());
+ vector<FourMomentum> qmoms;
+ FourMomentum Q;
+ for (int i=0; i<n; i++) {
+ FourMomentum q;
+ double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX),
+ r3(1.0*rand()/RAND_MAX), r4(1.0*rand()/RAND_MAX);
+ double c, phi, q0;
+ c = 2.*r1-1.;
+ phi = 2.*M_PI*r2;
+ q0 = -log(r3*r4);
+ q.setE(q0);
+ q.setPx(q0*sqrt(1.-c*c)*cos(phi));
+ q.setPy(q0*sqrt(1.-c*c)*sin(phi));
+ q.setPz(q0*c);
+ qmoms.push_back(q);
+ Q += q;
+ }
+ double b1, b2, b3, x, gamma, a, M;
+ M = Q.mass();
+ //cout<<Q.mass2()<<endl;
+ b1 = -Q.px()/M;
+ b2 = -Q.py()/M;
+ b3 = -Q.pz()/M;
+ x = momin.mass()/M;
+ //cout<<"w = "<<momin.mass()<<endl;
+ gamma = Q.E()/M;
+ a = 1./(1.+gamma);
+ vector<FourMomentum> pmoms;
+ FourMomentum ptot;
+ for (int i=0; i<n; i++) {
+ double bdotq(b1*qmoms[i].px() + b2*qmoms[i].py() + b3*qmoms[i].pz());
+ FourMomentum p;
+ p.setE(x*(gamma*qmoms[i].E() + bdotq));
+ p.setPx(x*(qmoms[i].px() + b1*qmoms[i].E() + a*bdotq*b1));
+ p.setPy(x*(qmoms[i].py() + b2*qmoms[i].E() + a*bdotq*b2));
+ p.setPz(x*(qmoms[i].pz() + b3*qmoms[i].E() + a*bdotq*b3));
+ p = cms_boost.transform(p);
+ pmoms.push_back(p);
+ ptot += p;
+ }
+ //cout<<momin<<endl;
+ //cout<<ptot<<endl;
+ //cout<<n<<endl;
+ //for (int i=0; i<n; i++) cout<<pmoms[i]<<endl;
+ return pmoms;
+ }
+
/// 4-momentum adapter
FourMomentum Get4Mom(PseudoJet pjet){
FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
return mom;
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
PseudoJets pevent, pjets;
//cout<<"==============================\n";
// initialise grid
vector<vector<FourMomentum> > grid;
grid.resize(_nphibins);
for (size_t i = 0; i < _nphibins; ++i) {
grid[i].resize(_netabins);
for (size_t k = 0; k < _nphibins; ++k) {
grid[i][k] = FourMomentum(0., 0., 0., 0.);
}
}
#if MODE==0
vector<vector<FourMomentum> > recgrid;
recgrid.resize(_nphibins);
for (size_t i = 0; i < _nphibins; ++i) {
recgrid[i].resize(_netabins);
for (size_t k = 0; k < _nphibins; ++k) {
recgrid[i][k] = FourMomentum(0., 0., 0., 0.);
}
}
#endif
// fill grid
std::set<std::pair<size_t,size_t> > gridevent, norecevent, unsubevent;
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
FourMomentum mom(p->momentum());
if (fabs(mom.eta()) < 4.) {
size_t phibin, etabin;
- phibin = int(mom.phi()*_nphibins/(2.*M_PI));
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((mom.eta() + 4.)*_netabins/8.);
- if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi()<<" --> "<<phibin<<std::endl; exit(1);}
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
double celltheta(2.*atan(exp(-celleta)));
#if MODE==0
if (p->status() == 3) {
double rho(grid[phibin][etabin].E() - mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
rho = recgrid[phibin][etabin].E() - mom.E();
recgrid[phibin][etabin].setE(rho);
recgrid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
recgrid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
recgrid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
}
else {
+ // use this for standard recoil treatment
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(rho*cos(celltheta));
if (p->status() == 4) {
rho = recgrid[phibin][etabin].E() + mom.E();
recgrid[phibin][etabin].setE(rho);
recgrid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
recgrid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
recgrid[phibin][etabin].setPz(rho*cos(celltheta));
- }
+ }
+ // do this to split up recoils
+ /*int npart(int(mom.E()));
+ if (p->status() == 4 && npart > 1 && mom.mass() > 1e-6) {
+ vector<FourMomentum> newparts;
+ newparts = Rambo(mom,npart);
+ for (size_t i=1; i<newparts.size(); i++) {
+ if (fabs(newparts[i].eta()) < 4.) {
+ phibin = int(newparts[i].phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((newparts[i].eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error phi: "<<newparts[i].phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error eta: "<<newparts[i].eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ cellphi = (phibin+0.5)*2*M_PI/_nphibins;
+ celleta = (etabin+0.5)*8./_netabins-4.;
+ celltheta = 2.*atan(exp(-celleta));
+ double rho(grid[phibin][etabin].E() + newparts[i].E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ rho = recgrid[phibin][etabin].E() + newparts[i].E();
+ recgrid[phibin][etabin].setE(rho);
+ recgrid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ recgrid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ recgrid[phibin][etabin].setPz(rho*cos(celltheta));
+ }
+ }
+ }
+ else {
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ if (p->status() == 4) {
+ rho = recgrid[phibin][etabin].E() + mom.E();
+ recgrid[phibin][etabin].setE(rho);
+ recgrid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ recgrid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ recgrid[phibin][etabin].setPz(rho*cos(celltheta));
+ }
+ }*/
+ // end of splitting up of recoils
}
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
#elif MODE==1
if (p->status() == 1) {
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(rho*cos(celltheta));
}
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
#elif MODE==2
if (p->status() == 1) {
PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
pevent.push_back(pjet);
}
#elif MODE==3
if (p->status() != 3) {
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(rho*cos(celltheta));
}
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
#elif MODE==4
if (p->status() != 3) {
PseudoJet pjet(mom.px(),mom.py(),mom.pz(),mom.E());
pevent.push_back(pjet);
}
#endif
}
}
#if MODE!=2 && MODE !=4
for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
size_t i,k;
i = it->first;
k = it->second;
if (grid[i][k].E() > 0. ) {
PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
pevent.push_back(part);
}
}
#endif
for (size_t k = 0; k < _njetRbins; ++k) {
JetDefinition jet_def(antikt_algorithm, _jetRs[k]);
ClusterSequence cs(pevent, jet_def);
pjets = sorted_by_pt(cs.inclusive_jets(50.0));
fastjet::contrib::RecursiveSymmetryCutBase::SymmetryMeasure symmetry_measure = fastjet::contrib::RecursiveSymmetryCutBase::scalar_z;
fastjet::contrib::SoftDrop sd(_beta, _zcut, symmetry_measure, 1.);
sd.set_verbose_structure();
foreach (PseudoJet pjet, pjets) {
if (fabs(pjet.eta()) < 2.5) {
_h_jetpt[k]->fill(pjet.pt(), weight);
int ptbin(-1);
for (size_t l = 0; l < _nptbins; ++l) {
if (pjet.pt() >= _ptedges[l] && pjet.pt() < _ptedges[l+1]) ptbin=l;
}
if (ptbin < 0) continue;
double g;
g = Girth(pjet);
_h_girth[k]->fill(g,weight);
int gbin(-1);
for (size_t j = 0; j < _ngirthbins; ++j) {
if (g >= _girthedges[j]*_jetRs[k] && g < _girthedges[j+1]*_jetRs[k]) gbin=j;
}
PseudoJet sd_jet = sd(pjet);
if(sd_jet != 0){
_h_grptratio[k]->fill(sd_jet.pt()/pjet.pt(),weight);
double z = sd_jet.structure_of<fastjet::contrib::SoftDrop>().symmetry();
_h_zg[k]->fill(z,weight);
double dR = sd_jet.structure_of<fastjet::contrib::SoftDrop>().delta_R();
_h_deltar[k]->fill(dR,weight);
int nstep = sd_jet.structure_of<fastjet::contrib::SoftDrop>().dropped_count();
_h_nstep[k]->fill(nstep,weight);
+ int zgbin(-1), dRbin(-1);
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ if (z >= _zgbins[j] && z < _zgbins[j+1]) zgbin=j;
+ if (dR >= _dRbins[j] && dR < _dRbins[j+1]) dRbin=j;
+ }
+ if (zgbin >= 0) _h_dR_zgbins[zgbin][k]->fill(dR,weight);
+ if (dRbin >= 0) _h_zg_dRbins[dRbin][k]->fill(z,weight);
if (dR > 0.1) {
_h_zgdrcut[k]->fill(z,weight);
_h_nstepdrcut[k]->fill(nstep,weight);
if (nstep == 0) _h_zgdrcutnstep0[k]->fill(z,weight);
if (gbin >= 0) _h_zg_girth[gbin][k]->fill(z,weight);
PseudoJet subjet1, subjet2;
if (sd_jet.has_parents(subjet1,subjet2)) {
- double g1, g2;
+ double g1, g2, area1, area2;
g1 = Girth(subjet1);
g2 = Girth(subjet2);
+ area1 = subjet1.constituents().size();
+ area2 = subjet2.constituents().size();
if (subjet1.pt() > subjet2.pt()) {
_p_girth_lead_zg[k]->fill(z,g1,weight);
_p_girth_subl_zg[k]->fill(z,g2,weight);
+ _p_area_lead_zg[k]->fill(z,area1,weight);
+ _p_area_subl_zg[k]->fill(z,area2,weight);
}
else {
_p_girth_lead_zg[k]->fill(z,g2,weight);
_p_girth_subl_zg[k]->fill(z,g1,weight);
+ _p_area_lead_zg[k]->fill(z,area2,weight);
+ _p_area_subl_zg[k]->fill(z,area1,weight);
}
#if MODE==0
double pt1(subjet1.pt()),pt2(subjet2.pt());
double frac1, frac2,ptfrac1,ptfrac2;
frac1 = RecEnFrac(subjet1, &recgrid);
frac2 = RecEnFrac(subjet2, &recgrid);
ptfrac1 = RecPtFrac(subjet1, &recgrid);
ptfrac2 = RecPtFrac(subjet2, &recgrid);
if (pt1 > pt2) {
_p_recen_lead_zg[k]->fill(z,frac1,weight);
_p_recen_sublead_zg[k]->fill(z,frac2,weight);
_p_recpt_lead_zg[k]->fill(z,ptfrac1,weight);
_p_recpt_sublead_zg[k]->fill(z,ptfrac2,weight);
_p_recpt_abs_lead_zg[k]->fill(z,ptfrac1*pt1,weight);
_p_recpt_abs_sublead_zg[k]->fill(z,ptfrac2*pt2,weight);
}
else {
_p_recen_lead_zg[k]->fill(z,frac2,weight);
_p_recen_sublead_zg[k]->fill(z,frac1,weight);
_p_recpt_lead_zg[k]->fill(z,ptfrac2,weight);
_p_recpt_sublead_zg[k]->fill(z,ptfrac1,weight);
_p_recpt_abs_lead_zg[k]->fill(z,ptfrac2*pt2,weight);
_p_recpt_abs_sublead_zg[k]->fill(z,ptfrac1*pt1,weight);
}
#endif
}
}
}
}
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
for (size_t k = 0; k < _njetRbins; ++k) {
scale(_h_jetpt[k], crossSection()/sumOfWeights());
normalize(_h_zg[k]);
normalize(_h_deltar[k]);
normalize(_h_nstep[k]);
normalize(_h_zgdrcut[k]);
normalize(_h_nstepdrcut[k]);
normalize(_h_zgdrcutnstep0[k]);
normalize(_h_grptratio[k]);
normalize(_h_girth[k]);
for (size_t j = 0; j < _ngirthbins; ++j) {
normalize(_h_zg_girth[j][k]);
}
//normalize(_h_deltapt[k]);
- /*for (size_t j = 0; j < _nptbins; ++j) {
- normalize(_h_zg[j]);
- normalize(_h_nstep[j]);
- }*/
+ for (size_t j = 0; j < _nzgbins; ++j) {
+ normalize(_h_zg_dRbins[j][k]);
+ normalize(_h_dR_zgbins[j][k]);
+ }
}
}
private:
- vector<double> _ptedges, _jetRs, _girthedges;
- size_t _nptbins, _njetRbins, _ngirthbins;
+ vector<double> _ptedges, _jetRs, _girthedges, _zgbins, _dRbins;
+ size_t _nptbins, _njetRbins, _ngirthbins, _nzgbins, _ndRbins;
double _zcut, _beta;
size_t _nphibins, _netabins;
//Profile1DPtr _h_XXXX;
Histo1DPtr _h_jetpt[1];
//Histo1DPtr _h_zg[7];
//Histo1DPtr _h_nstep[7];
Histo1DPtr _h_zg[1];
Histo1DPtr _h_deltar[1];
Histo1DPtr _h_nstep[1];
Histo1DPtr _h_zgdrcut[1];
Histo1DPtr _h_nstepdrcut[1];
Histo1DPtr _h_zgdrcutnstep0[1];
Histo1DPtr _h_grptratio[1];
Histo1DPtr _h_girth[1];
Histo1DPtr _h_zg_girth[4][1];
+ Histo1DPtr _h_zg_dRbins[4][1];
+ Histo1DPtr _h_dR_zgbins[4][1];
Profile1DPtr _p_girth_lead_zg[1];
Profile1DPtr _p_girth_subl_zg[1];
+ Profile1DPtr _p_area_lead_zg[1], _p_area_subl_zg[1];
#if MODE==0
Profile1DPtr _p_recen_lead_zg[1];
Profile1DPtr _p_recen_sublead_zg[1];
Profile1DPtr _p_recpt_lead_zg[1];
Profile1DPtr _p_recpt_sublead_zg[1];
Profile1DPtr _p_recpt_abs_lead_zg[1];
Profile1DPtr _p_recpt_abs_sublead_zg[1];
#endif
//Histo1DPtr _h_deltapt[2];
};
// The hook for the plugin system
#if MODE==0
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_REC);
#elif MODE==1
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_NOREC_GRID);
#elif MODE==2
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_NOREC_PART);
#elif MODE==3
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_UNSUB_GRID);
#elif MODE==4
DECLARE_RIVET_PLUGIN(MC_SOFTDROP_UNSUB_PART);
#endif
}
Index: trunk/code/ATLAS_2014_I1300152_GRIDSUB2.yoda
===================================================================
--- trunk/code/ATLAS_2014_I1300152_GRIDSUB2.yoda (revision 0)
+++ trunk/code/ATLAS_2014_I1300152_GRIDSUB2.yoda (revision 452)
@@ -0,0 +1,1440 @@
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y07
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.083066e+00 5.635186e-02 9.803626e-02
+3.111899e+00 4.448028e-01 4.448028e-01 8.016450e-01 3.659074e-02 9.632093e-02
+4.149868e+00 5.931660e-01 5.931660e-01 6.013213e-01 1.973869e-02 7.676178e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.480562e-01 1.180333e-02 5.719387e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.164973e-01 8.337622e-03 3.803439e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.206025e-01 5.828233e-03 1.997105e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.400461e-01 2.785391e-03 9.651644e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.656407e-02 2.285576e-03 2.335632e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.971875e-02 6.622681e-04 6.641676e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.600896e-02 1.354348e-03 7.014633e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.247519e-02 1.264959e-03 3.363849e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.235976e-03 8.341495e-04 1.774649e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.774985e-03 3.413658e-04 6.005767e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.638162e-04 9.661307e-05 6.270803e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.151227e+00 5.270690e-02 1.041990e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.693235e-01 2.298139e-02 1.043929e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.306895e-01 1.254730e-02 8.046705e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.167423e-01 1.101924e-02 5.316517e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.064054e-01 6.097484e-03 3.451944e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.079422e-01 4.142618e-03 2.035239e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.355806e-01 2.698061e-03 1.032008e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.380387e-02 2.756343e-03 2.834585e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.878021e-02 1.289020e-03 9.818150e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.551799e-02 1.650589e-03 6.877824e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.257078e-02 1.274526e-03 3.389626e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.491668e-03 9.061841e-04 1.857821e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.899326e-03 3.654590e-04 9.062889e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.996307e-04 1.040843e-04 3.090155e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.231865e+00 4.835530e-02 1.115878e-01
+3.111899e+00 4.448028e-01 4.448028e-01 8.937112e-01 2.366500e-02 1.072879e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.440624e-01 1.702990e-02 8.216513e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.519256e-01 1.489822e-02 5.764222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.108227e-01 8.223655e-03 3.499389e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.053831e-01 6.774006e-03 1.858949e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.321364e-01 2.633141e-03 1.005076e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.501202e-02 2.248761e-03 2.290340e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.915428e-02 9.800580e-04 1.324283e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.588587e-02 1.835034e-03 5.208656e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.266718e-02 1.284491e-03 3.414166e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.388002e-03 8.286225e-04 1.452838e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.875940e-03 3.506268e-04 6.365785e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.836994e-04 1.058536e-04 2.310020e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.292028e+00 7.539191e-02 1.170377e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.187728e-01 3.024861e-02 1.103483e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.319081e-01 2.080762e-02 8.061456e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.288424e-01 8.541035e-03 5.472233e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.009117e-01 5.984862e-03 3.613128e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.069581e-01 5.451984e-03 2.026369e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.331497e-01 4.368550e-03 9.185110e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.285244e-02 1.641051e-03 2.810543e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.887446e-02 6.480568e-04 6.564884e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.643489e-02 1.543214e-03 5.323650e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.310967e-02 1.249082e-03 3.536440e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.765439e-03 9.184717e-04 2.352599e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.034338e-03 3.912631e-04 9.714270e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.245384e-04 1.174914e-04 3.618127e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.301936e+00 5.942632e-02 1.179669e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.508729e-01 3.120777e-02 1.213839e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.496281e-01 1.710282e-02 8.784219e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.379379e-01 8.736580e-03 5.587467e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.012006e-01 5.962554e-03 3.393681e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.017007e-01 3.995068e-03 1.681381e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.297666e-01 1.717792e-03 9.882213e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.293244e-02 1.642182e-03 2.243359e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.924926e-02 1.296590e-03 6.643127e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.628440e-02 1.532768e-03 5.303836e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.277665e-02 1.218514e-03 3.446603e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.507592e-03 8.464410e-04 2.247383e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.956359e-03 3.656399e-04 9.346491e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.392506e-04 1.151754e-04 2.954944e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.383872e+00 8.067828e-02 1.353958e-01
+3.111899e+00 4.448028e-01 4.448028e-01 9.973186e-01 3.273212e-02 1.273192e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.546098e-01 2.147730e-02 8.851581e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.383607e-01 1.153838e-02 5.595073e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.014931e-01 9.893411e-03 3.170849e-02
+9.841483e+00 1.406703e+00 1.406703e+00 2.005524e-01 5.277780e-03 1.814982e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.290285e-01 2.555657e-03 8.906215e-03
+1.750161e+01 2.501612e+00 2.501612e+00 8.356888e-02 2.200581e-03 2.835330e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.995925e-02 9.895387e-04 1.009250e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.756812e-02 1.607192e-03 7.450965e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.349039e-02 1.286584e-03 4.563773e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.738154e-03 8.818481e-04 2.743751e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.024699e-03 3.894092e-04 8.266536e-05
+9.843070e+01 1.406930e+01 1.406930e+01 5.433859e-04 1.160754e-04 3.743911e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d06-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.357749e+00 7.060045e-02 1.229826e-01
+3.111899e+00 4.448028e-01 4.448028e-01 1.011685e+00 4.617792e-02 1.215454e-01
+4.149868e+00 5.931660e-01 5.931660e-01 6.640469e-01 2.178692e-02 8.977925e-02
+5.534050e+00 7.910155e-01 7.910155e-01 4.358653e-01 1.429808e-02 5.564046e-02
+7.379923e+00 1.054857e+00 1.054857e+00 3.017842e-01 1.183968e-02 2.956684e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.980843e-01 5.216062e-03 1.794335e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.274406e-01 3.354448e-03 1.061730e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.090374e-02 1.613535e-03 2.178728e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.869013e-02 1.287434e-03 6.493237e-04
+3.112401e+01 4.448745e+00 4.448745e+00 2.686780e-02 1.737337e-03 5.404704e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.350341e-02 1.368948e-03 3.638779e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.859889e-03 9.988944e-04 2.388071e-04
+7.381112e+01 1.055027e+01 1.055027e+01 2.040237e-03 3.923792e-04 1.118595e-04
+9.843070e+01 1.406930e+01 1.406930e+01 5.331285e-04 1.138561e-04 4.441265e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.052452e+00 2.899787e-02 3.240938e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.069510e+00 2.388060e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.016631e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.262260e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.569296e-01 2.899787e-02 2.729211e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.518124e-01 2.729211e-02 2.899787e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.603412e-01 3.411514e-02 3.411514e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.808102e-01 3.240938e-02 3.070362e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.927505e-01 3.411514e-02 3.240938e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.688699e-01 4.093817e-02 3.923241e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.016631e+00 4.605544e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.062687e+00 5.970149e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.083156e+00 9.381663e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.120682e+00 1.620469e-01 1.620469e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.256111e+00 7.148587e-02 8.510988e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.167488e+00 4.425532e-02 5.617720e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.014185e+00 4.595395e-02 6.468784e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.647114e-01 2.723404e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.628975e-01 2.553191e-02 2.723754e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.253388e-01 2.553191e-02 2.383328e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.741631e-01 2.553191e-02 2.723754e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.842641e-01 3.234043e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.369182e-01 2.723404e-02 2.552842e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.674446e-01 3.063480e-02 2.893617e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.006482e+00 4.085456e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.001263e+00 3.914544e-02 3.914544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.014769e+00 3.744331e-02 4.254970e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.050402e+00 5.276596e-02 5.106732e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.108162e+00 7.829787e-02 7.659924e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159114e+00 1.259574e-01 1.259609e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.201555e+00 2.025497e-01 2.059574e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.211915e+00 3.574468e-02 9.531915e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.142128e+00 4.085106e-02 6.127660e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.011064e+00 2.893617e-02 5.446809e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.463830e-01 2.893617e-02 3.574468e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.634043e-01 2.893617e-02 2.553191e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.480851e-01 2.893617e-02 2.723404e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.055319e-01 3.063830e-02 3.063830e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.055319e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.497872e-01 2.723404e-02 2.553191e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.753191e-01 3.063830e-02 3.063830e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.009362e+00 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.017872e+00 4.085106e-02 4.085106e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.031489e+00 4.085106e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.055319e+00 5.276596e-02 5.276596e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.092766e+00 7.829787e-02 8.000000e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.120000e+00 1.191489e-01 1.191489e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.142128e+00 1.957447e-01 1.957447e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.162553e+00 3.404255e-02 7.829787e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.113191e+00 3.914894e-02 4.595745e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016170e+00 2.893617e-02 4.085106e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.872340e-01 3.063830e-02 2.723404e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.770213e-01 2.723404e-02 2.723404e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.259574e-01 2.382979e-02 2.553191e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.936170e-01 3.063830e-02 2.893617e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.106383e-01 3.404255e-02 3.404255e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.514894e-01 2.382979e-02 2.723404e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.531915e-01 2.893617e-02 3.234043e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.736170e-01 4.085106e-02 3.914894e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.736170e-01 3.914894e-02 3.914894e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.838298e-01 3.914894e-02 4.595745e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.021277e+00 5.446809e-02 5.106383e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.089362e+00 7.829787e-02 7.829787e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.159149e+00 1.242553e-01 1.276596e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.222128e+00 2.110638e-01 2.076596e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.166738e+00 3.582090e-02 6.311301e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.069510e+00 3.582090e-02 3.752665e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.671642e-01 2.899787e-02 4.264392e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.552239e-01 2.899787e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.808102e-01 2.729211e-02 2.899787e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.620469e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.279318e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.432836e-01 2.899787e-02 2.729211e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.240938e-02 3.240938e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.961620e-01 4.093817e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.961620e-01 4.093817e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.011514e+00 4.093817e-02 4.093817e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.060981e+00 5.458422e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.122388e+00 8.017058e-02 8.187633e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.173561e+00 1.313433e-01 1.330490e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.219616e+00 2.149254e-01 2.149254e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.130917e+00 3.411514e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.078038e+00 3.923241e-02 3.923241e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002985e+00 3.582090e-02 4.093817e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.009808e+00 3.070362e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 1.014925e+00 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.637527e-01 2.899787e-02 2.729211e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.057569e-01 3.411514e-02 3.582090e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.211087e-01 3.582090e-02 3.752665e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.756930e-01 3.582090e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 4.434968e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.569296e-01 4.093817e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.535181e-01 4.093817e-02 3.923241e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.671642e-01 5.799574e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.995736e-01 8.017058e-02 7.846482e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.030277e+00 1.228145e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.059275e+00 1.978678e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d09-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.115565e+00 6.993603e-02 5.117271e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.052452e+00 4.093817e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.773987e-01 3.411514e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.466951e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.654584e-01 3.070362e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.808102e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.535181e-01 3.923241e-02 3.923241e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.535181e-01 3.752665e-02 3.923241e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.569296e-01 3.240938e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.458422e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.825160e-01 4.776119e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.791045e-01 4.605544e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030277e+00 6.652452e-02 6.652452e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 9.211087e-02 9.381663e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.141151e+00 1.535181e-01 1.518124e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.178678e+00 2.422175e-01 2.439232e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.274200e+00 4.093817e-02 7.505330e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.229851e+00 4.946695e-02 4.946695e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.052452e+00 2.558635e-02 3.240938e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.046908e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.245203e-01 2.388060e-02 1.876333e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.046908e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.194030e-01 2.388060e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.432836e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.705757e-01 2.388060e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.023454e+00 2.899787e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.086567e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.287846e-02 5.287846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.153092e+00 7.846482e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.175267e+00 1.364606e-01 1.364606e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.168443e+00 3.752665e-02 6.993603e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.062687e+00 3.923241e-02 4.093817e-02
+3.578878e-02 4.099764e-03 4.099764e-03 9.944563e-01 3.240938e-02 3.240938e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.637527e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.582090e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.654584e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.501066e-01 3.240938e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.245203e-01 3.582090e-02 3.411514e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.654584e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.018337e+00 5.117271e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.026866e+00 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.045629e+00 6.140725e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.076333e+00 7.505330e-02 7.675906e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.113859e+00 9.211087e-02 9.211087e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.139446e+00 1.347548e-01 1.347548e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.166738e+00 2.081023e-01 2.081023e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.110448e+00 3.752665e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.096802e+00 4.264392e-02 4.264392e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.047335e+00 3.582090e-02 3.752665e-02
+4.504913e-02 5.160577e-03 5.160577e-03 1.014925e+00 3.240938e-02 3.240938e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.876333e-01 3.923241e-02 3.582090e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.535181e-01 3.582090e-02 3.411514e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.296375e-01 3.582090e-02 3.411514e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.296375e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.620469e-01 3.582090e-02 3.752665e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.944563e-01 4.434968e-02 4.264392e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.008102e+00 4.946695e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.773987e-01 4.605544e-02 4.605544e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.893390e-01 5.970149e-02 5.970149e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.978678e-01 7.505330e-02 7.505330e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.028571e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.055864e+00 1.296375e-01 1.279318e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.086567e+00 1.995736e-01 1.978678e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.219616e+00 3.752665e-02 1.057569e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.147974e+00 4.264392e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 3.070362e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.705757e-01 2.729211e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.552239e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.381663e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.108742e-01 3.070362e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.955224e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.466951e-01 3.240938e-02 3.240938e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.893390e-01 4.093817e-02 3.923241e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.037100e+00 5.117271e-02 5.117271e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.050746e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.059275e+00 5.970149e-02 5.799574e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.064392e+00 7.334755e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.088273e+00 8.528785e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.110448e+00 1.194030e-01 1.159915e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.132623e+00 1.791045e-01 1.808102e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.155260e+00 3.582090e-02 7.846482e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.112504e+00 3.923241e-02 4.434618e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.028810e+00 3.411164e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.775248e-01 2.899787e-02 2.900137e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603552e-01 3.240938e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.329510e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.021353e-01 3.070362e-02 2.900137e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.952002e-01 2.729211e-02 2.900137e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.377320e-01 3.582790e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.683235e-01 4.093466e-02 3.753366e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.012561e+00 4.946345e-02 4.946345e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.012449e+00 4.434968e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.012337e+00 5.799574e-02 5.799223e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.025871e+00 7.334405e-02 7.163829e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.063286e+00 8.528434e-02 8.528434e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.093877e+00 1.211122e-01 1.211052e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.122763e+00 1.825230e-01 1.825160e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.244456e+02 3.275202e+00 1.401034e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.342479e+01 3.063304e+00 1.191336e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.783690e+01 -9.106933e-01 1.019583e+01
+4.504913e-02 5.160577e-03 5.160577e-03 5.230361e+01 1.376544e+00 6.669661e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.900484e+01 7.724681e-01 4.681564e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.908743e+01 5.760596e-01 3.059659e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.140429e+01 7.018247e-01 1.782993e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.463669e+01 2.898711e-01 1.009205e+00
+1.423585e-01 1.630780e-02 1.630780e-02 9.876280e+00 2.599273e-01 3.348113e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.575859e+00 8.710982e-02 1.328623e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.123346e+00 1.085196e-01 8.331038e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.418742e+00 1.859899e-01 6.537792e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.372305e+00 1.552026e-01 1.842285e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.998090e-01 1.113856e-01 1.891564e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.081782e-01 6.576581e-02 1.905977e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.089092e-01 2.605038e-02 1.065608e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.365577e-02 6.248428e-03 3.016540e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.187356e+02 3.893219e+00 1.336750e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.656341e+01 2.541389e+00 1.231359e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.249286e+01 1.907892e+00 9.244157e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.478651e+01 1.441890e+00 6.986275e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.004730e+01 7.931134e-01 4.806685e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.888560e+01 7.602210e-01 2.826275e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.083480e+01 5.483375e-01 1.886550e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.482880e+01 3.902695e-01 1.022451e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027637e+01 2.035175e-01 3.483745e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.796776e+00 2.228594e-01 1.837150e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.094734e+00 1.342622e-01 1.106795e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.338743e+00 2.225942e-01 9.546125e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.300637e+00 1.470973e-01 6.214497e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.501266e-01 1.034778e-01 2.653644e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.843967e-01 5.919420e-02 1.160832e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.011772e-01 2.420095e-02 5.543506e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.197634e-02 5.804825e-03 1.672435e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.179117e+02 6.124809e+00 1.327474e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.213275e+01 1.824635e+00 1.174860e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.962936e+01 1.832529e+00 8.879009e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.192533e+01 1.028351e+00 6.621424e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.924259e+01 1.032800e+00 4.418011e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.985601e+01 7.857607e-01 3.140504e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.124948e+01 5.592512e-01 1.924098e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.492360e+01 2.955531e-01 1.028987e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.020506e+01 2.021053e-01 4.165434e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.615941e+00 1.741206e-01 1.336722e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.176233e+00 1.369344e-01 8.437893e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.433485e+00 2.316114e-01 3.266893e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317709e+00 1.490280e-01 3.561730e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.719677e-01 1.069542e-01 2.742793e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.978973e-01 6.357184e-02 1.842393e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.066892e-01 2.497636e-02 8.119222e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.332861e-02 6.276094e-03 2.626383e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y07
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.066577e+02 6.212212e+00 1.280162e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.790538e+01 3.447352e+00 1.120953e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.960879e+01 2.282401e+00 9.401452e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.402882e+01 1.421949e+00 6.889657e+00
+5.670558e-02 6.495875e-03 6.495875e-03 4.083230e+01 1.074639e+00 4.596984e+00
+7.137813e-02 8.176681e-03 8.176681e-03 3.024788e+01 5.990417e-01 3.181725e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.240712e+01 4.437600e-01 2.028920e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.594787e+01 3.158383e-01 1.099611e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.068950e+01 2.116994e-01 3.623800e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.838205e+00 1.799702e-01 1.848348e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.038105e+00 1.062762e-01 1.368940e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.384587e+00 1.979918e-01 4.817952e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.317319e+00 1.411679e-01 4.465785e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.497426e-01 9.976180e-02 3.559943e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.749091e-01 5.576312e-02 1.895508e-02
+7.127862e-01 8.165282e-02 8.165282e-02 9.586503e-02 2.293031e-02 6.609927e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.041012e-02 5.590079e-03 2.911602e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.331441e+02 7.754895e+00 1.498964e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.026568e+02 4.025851e+00 1.309060e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.066843e+01 2.771377e+00 9.544568e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.234998e+01 1.377765e+00 6.283318e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.903943e+01 1.027453e+00 4.685715e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.834701e+01 9.294696e-01 2.773578e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.990822e+01 5.239513e-01 1.802649e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.398162e+01 2.768978e-01 9.640374e-01
+1.423585e-01 1.630780e-02 1.630780e-02 9.819346e+00 1.944664e-01 3.328812e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.581690e+00 1.303465e-01 1.329801e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.210386e+00 1.380543e-01 1.138056e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.469800e+00 2.201174e-01 8.372756e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.355327e+00 1.532825e-01 5.532082e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.865579e-01 1.092765e-01 3.761654e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.064016e-01 6.698836e-02 2.331766e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.097350e-01 2.735386e-02 1.073688e-02
+8.972195e-01 1.027805e-01 1.027805e-01 2.399460e-02 6.802620e-03 3.059747e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.304687e+02 4.277936e+00 1.468843e+01
+2.843201e-02 3.257012e-03 3.257012e-03 1.012670e+02 4.617929e+00 1.291338e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.159598e+01 2.347559e+00 9.129789e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.268464e+01 1.727476e+00 6.718249e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.902789e+01 1.279685e+00 4.393840e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.852822e+01 9.354114e-01 2.583174e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.057704e+01 6.747001e-01 1.714082e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435530e+01 5.629662e-01 8.878261e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.014923e+01 2.009996e-01 3.440644e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.757594e+00 1.778487e-01 1.365342e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.209143e+00 1.650683e-01 8.504386e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.485588e+00 2.063779e-01 1.187624e-01
+3.573889e-01 4.094048e-02 4.094048e-02 1.391550e+00 1.491226e-01 6.648879e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.909468e-01 1.099750e-01 3.785701e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.002448e-01 6.407281e-02 2.070198e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.061055e-01 2.591624e-02 8.838669e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.289364e-02 6.270284e-03 2.577413e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d05-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.236551e+02 4.054525e+00 1.392134e+01
+2.843201e-02 3.257012e-03 3.257012e-03 9.791759e+01 3.210618e+00 1.322487e+01
+3.578878e-02 4.099764e-03 4.099764e-03 7.157483e+01 1.417498e+00 9.666987e+00
+4.504913e-02 5.160577e-03 5.160577e-03 5.302143e+01 7.023702e-01 6.761196e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.927738e+01 5.203041e-01 4.714276e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.833027e+01 3.752886e-01 2.980014e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.029846e+01 2.688919e-01 1.837985e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.435106e+01 1.901072e-01 9.895102e-01
+1.423585e-01 1.630780e-02 1.630780e-02 1.007880e+01 1.996048e-01 3.416769e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.666107e+00 1.320184e-01 4.459623e-02
+2.255601e-01 2.583891e-02 2.583891e-02 4.124564e+00 1.085517e-01 8.333499e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.435643e+00 2.170732e-01 6.583475e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.336583e+00 1.432322e-01 4.531088e-02
+4.498632e-01 5.153382e-02 5.153382e-02 6.636541e-01 9.813965e-02 3.636164e-02
+5.662652e-01 6.486819e-02 6.486819e-02 2.942117e-01 5.967849e-02 1.819599e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.053693e-01 2.520366e-02 7.265247e-03
+8.972195e-01 1.027805e-01 1.027805e-01 2.273478e-02 6.116337e-03 2.224457e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.241791e+00 7.675906e-02 1.006397e-01
+2.843201e-02 3.257012e-03 3.257012e-03 1.166738e+00 4.264392e-02 5.287846e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.016631e+00 3.240938e-02 5.458422e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.688699e-01 2.729211e-02 2.899787e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.620469e-01 3.240938e-02 3.070362e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.347548e-01 2.899787e-02 3.070362e-02
+8.984721e-02 1.029240e-02 1.029240e-02 8.869936e-01 2.899787e-02 3.070362e-02
+1.130952e-01 1.295555e-02 1.295555e-02 8.801706e-01 2.729211e-02 2.729211e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.194030e-01 3.070362e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.688699e-01 3.923241e-02 3.752665e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.038806e+00 5.117271e-02 5.628998e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.035394e+00 4.264392e-02 4.434968e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.628998e-02 5.628998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.054158e+00 7.164179e-02 7.164179e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.105330e+00 8.699360e-02 8.528785e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147974e+00 1.211087e-01 1.211087e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.185501e+00 1.859275e-01 1.842217e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.060427e+00 4.835147e-02 8.066197e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.593731e-01 2.489908e-02 1.025427e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.259578e-01 1.723710e-02 8.310537e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.667265e-01 7.252761e-03 5.794086e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.591359e-01 5.126359e-03 3.696700e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.782902e-01 3.528005e-03 2.408011e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.178563e-01 1.559283e-03 1.326631e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.738958e-02 2.035503e-03 5.333266e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.598072e-02 9.133926e-04 1.240207e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521855e-02 6.654947e-04 5.079481e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.243175e-02 9.574827e-04 3.342430e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.363267e-03 7.931078e-04 2.186336e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.807938e-03 3.667662e-04 8.628876e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.139845e-04 1.011103e-04 2.850976e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.082172e+00 5.620095e-02 9.787647e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.801294e-01 2.557122e-02 1.053703e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.296360e-01 1.736623e-02 7.960729e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.668349e-01 9.650499e-03 5.796512e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.609467e-01 6.862007e-03 3.722532e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.795361e-01 3.552658e-03 2.425180e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.210777e-01 2.392569e-03 1.363344e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.845215e-02 2.063451e-03 5.969866e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.755382e-02 1.250762e-03 1.283729e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.625567e-02 6.905772e-04 7.092315e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.320452e-02 9.352602e-04 4.462671e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.658793e-03 8.367019e-04 1.916401e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.894893e-03 3.844063e-04 6.401896e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.281454e-04 1.045780e-04 2.643361e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.104364e+00 5.735343e-02 9.192080e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.961270e-01 3.122142e-02 1.075209e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.369019e-01 2.104972e-02 8.069251e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.620846e-01 9.531441e-03 5.720043e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.575661e-01 6.777314e-03 3.673977e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.772102e-01 3.509545e-03 2.392862e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.187150e-01 2.349131e-03 1.424954e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.640959e-02 5.116008e-04 5.806624e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.662557e-02 9.223709e-04 1.259206e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.608890e-02 5.165326e-04 5.263710e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.312064e-02 1.090481e-03 3.533672e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.660499e-03 8.371427e-04 1.527418e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.882857e-03 3.919056e-04 7.680944e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.197903e-04 1.025337e-04 2.001843e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y07
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 8.965473e-01 5.225189e-02 6.813706e-02
+3.111899e+00 4.448028e-01 4.448028e-01 6.593723e-01 3.008951e-02 8.899713e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.149349e-01 2.019401e-02 7.739433e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.837967e-01 1.258431e-02 5.768189e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.803887e-01 5.549865e-03 3.999882e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.968113e-01 3.896657e-03 2.658035e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.292349e-01 3.399843e-03 1.454873e-02
+1.750161e+01 2.501612e+00 2.501612e+00 8.099143e-02 2.130680e-03 6.162607e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.812075e-02 9.556399e-04 1.296824e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.535725e-02 5.037137e-04 3.388350e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.200991e-02 8.507102e-04 2.413540e-04
+5.534942e+01 7.911430e+00 7.911430e+00 4.978086e-03 7.077219e-04 1.342134e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.601571e-03 3.163608e-04 5.425715e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.642952e-04 8.897284e-05 3.564403e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 9.459489e-01 4.325784e-02 7.187449e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.145097e-01 1.887859e-02 9.104548e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.254914e-01 1.045023e-02 8.297726e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.591449e-01 9.489235e-03 5.670582e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.712768e-01 5.399230e-03 4.075002e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.878920e-01 4.961367e-03 2.536145e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.242034e-01 2.469984e-03 1.397227e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.835897e-02 1.556576e-03 5.958534e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.718170e-02 1.244826e-03 1.594579e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.453306e-02 8.064037e-04 8.285659e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.233818e-02 1.025829e-03 3.321522e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.430447e-03 7.722152e-04 1.834990e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.818430e-03 3.784792e-04 6.142513e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.163868e-04 1.037901e-04 1.986344e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.004750e+00 3.951620e-02 7.635434e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.243160e-01 1.914163e-02 9.773978e-02
+4.149868e+00 5.931660e-01 5.931660e-01 5.291663e-01 1.741090e-02 7.948227e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.789345e-01 1.001624e-02 5.689755e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.677624e-01 7.077663e-03 4.021522e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.793769e-01 4.739450e-03 2.285234e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.209704e-01 2.409665e-03 1.450587e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.943441e-02 2.100092e-03 6.034579e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.719565e-02 1.552090e-03 1.270539e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.470449e-02 4.918296e-04 4.967490e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.177903e-02 9.069066e-04 4.795554e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.081699e-03 7.514702e-04 1.368319e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.724473e-03 3.498034e-04 7.018781e-05
+9.843070e+01 1.406930e+01 1.406930e+01 3.975142e-04 1.010757e-04 2.174937e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d02-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.053074e+00 6.126362e-02 8.781754e-02
+3.111899e+00 4.448028e-01 4.448028e-01 7.441141e-01 1.966889e-02 1.004161e-01
+4.149868e+00 5.931660e-01 5.931660e-01 5.188399e-01 1.032933e-02 7.792454e-02
+5.534050e+00 7.910155e-01 7.910155e-01 3.641837e-01 7.244369e-03 5.471781e-02
+7.379923e+00 1.054857e+00 1.054857e+00 2.642935e-01 5.231284e-03 3.971971e-02
+9.841483e+00 1.406703e+00 1.406703e+00 1.867538e-01 6.123468e-03 2.241166e-02
+1.312409e+01 1.875907e+00 1.875907e+00 1.226306e-01 4.020272e-03 1.471801e-02
+1.750161e+01 2.501612e+00 2.501612e+00 7.685256e-02 2.021796e-03 5.845833e-03
+2.333925e+01 3.336021e+00 3.336021e+00 4.627465e-02 6.119756e-04 1.249995e-03
+3.112401e+01 4.448745e+00 4.448745e+00 2.521109e-02 3.334131e-04 5.089479e-04
+4.150537e+01 5.932616e+00 5.932616e+00 1.276400e-02 1.060055e-03 1.705583e-04
+5.534942e+01 7.911430e+00 7.911430e+00 5.617896e-03 7.987359e-04 1.513988e-04
+7.381112e+01 1.055027e+01 1.055027e+01 1.893773e-03 3.941608e-04 7.715558e-05
+9.843070e+01 1.406930e+01 1.406930e+01 4.222240e-04 1.031406e-04 2.607554e-05
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.188034e+00 4.957265e-02 9.059829e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.164103e+00 5.982906e-02 9.572650e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.063248e+00 2.735043e-02 3.760684e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.470085e-01 3.760684e-02 4.615385e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.384615e-01 2.564103e-02 2.564103e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.350427e-01 3.076923e-02 3.076923e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.247863e-01 2.735043e-02 2.905983e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.333333e-01 3.247863e-02 3.247863e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.367521e-01 3.247863e-02 2.905983e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.675214e-01 3.418803e-02 3.589744e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.931624e-01 3.760684e-02 3.931624e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.005128e+00 3.760684e-02 4.102564e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.032479e+00 5.128205e-02 5.128205e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.073504e+00 5.470085e-02 5.811966e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.121368e+00 7.521368e-02 7.350427e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.152137e+00 1.128205e-01 1.128205e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.172650e+00 1.726496e-01 1.743590e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.147503e+00 3.751966e-02 7.675557e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.149320e+00 4.093817e-02 5.969800e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.045381e+00 2.729211e-02 3.240589e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.738509e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.466706e-01 2.558635e-02 2.558635e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.280192e-01 3.069663e-02 3.240589e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.161907e-01 2.899787e-02 2.899437e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.231256e-01 2.899787e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.283547e-01 3.069663e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.608759e-01 3.582090e-02 3.582439e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.797511e-01 3.923241e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.798665e-01 3.752665e-02 3.752316e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.816806e-01 4.946695e-02 4.776119e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.019319e+00 5.629347e-02 5.458422e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.085955e+00 7.164179e-02 7.164878e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.147478e+00 1.125835e-01 1.091649e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.197057e+00 1.756965e-01 1.773917e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.228145e+00 4.605544e-02 7.505330e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.163326e+00 4.264392e-02 7.505330e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.054158e+00 2.558635e-02 4.434968e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.773987e-01 2.899787e-02 2.729211e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.558635e-02 2.388060e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.040512e-01 3.070362e-02 2.899787e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.023454e-01 2.729211e-02 2.729211e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.125800e-01 3.070362e-02 3.070362e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.159915e-01 2.899787e-02 2.899787e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.586354e-01 3.411514e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.927505e-01 3.752665e-02 3.752665e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011514e+00 3.923241e-02 3.582090e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.033689e+00 5.117271e-02 5.117271e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.057569e+00 5.628998e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.096802e+00 7.334755e-02 7.334755e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.134328e+00 1.108742e-01 1.091684e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.163326e+00 1.705757e-01 1.688699e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.078038e+00 3.923241e-02 3.923241e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.081450e+00 6.481876e-02 5.628998e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.021748e+00 3.582090e-02 3.411514e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.535181e-01 3.582090e-02 3.582090e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.603412e-01 3.411514e-02 3.240938e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.791045e-01 3.923241e-02 4.093817e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.705757e-01 3.752665e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.552239e-01 4.264392e-02 4.264392e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.398721e-01 3.923241e-02 4.093817e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.876333e-01 4.605544e-02 4.434968e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.020043e+00 4.605544e-02 4.946695e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.808102e-01 4.264392e-02 4.093817e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.484009e-01 5.628998e-02 6.652452e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.002985e+00 6.481876e-02 6.311301e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.091684e+00 8.187633e-02 8.017058e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.163326e+00 1.364606e-01 1.313433e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.216205e+00 2.063966e-01 2.046908e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.158209e+00 4.434968e-02 5.458422e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.107036e+00 3.923241e-02 6.823028e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.030277e+00 2.729211e-02 2.729211e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.586354e-01 2.899787e-02 3.070362e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.398721e-01 2.729211e-02 2.729211e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.330490e-01 3.240938e-02 3.240938e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.552239e-01 3.240938e-02 2.899787e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.569296e-01 3.411514e-02 3.411514e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.330490e-01 3.240938e-02 3.070362e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.501066e-01 3.582090e-02 3.582090e-02
+2.255601e-01 2.583891e-02 2.583891e-02 9.722814e-01 3.923241e-02 4.093817e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.705757e-01 3.752665e-02 3.752665e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.859275e-01 4.946695e-02 4.946695e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.045629e+00 5.799574e-02 5.799574e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.124094e+00 7.675906e-02 7.505330e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.194030e+00 1.211087e-01 1.194030e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.245203e+00 1.927505e-01 1.893390e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d03-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.085912e+00 5.288197e-02 5.287846e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.102858e+00 4.093116e-02 5.629348e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.031104e+00 2.899787e-02 3.070713e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.917593e-01 3.411514e-02 3.411514e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.745897e-01 3.240938e-02 3.241639e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.301279e-01 3.582440e-02 3.752315e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.197813e-01 3.240938e-02 3.240938e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.401383e-01 3.582090e-02 3.753016e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.349089e-01 3.752665e-02 3.411164e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.825580e-01 4.093817e-02 4.093817e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.002915e+00 4.264042e-02 4.264392e-02
+2.839237e-01 3.252472e-02 3.252472e-02 9.601590e-01 4.264392e-02 4.264392e-02
+3.573889e-01 4.094048e-02 4.094048e-02 9.446951e-01 5.116921e-02 4.946345e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.445830e-01 5.629348e-02 5.628998e-02
+5.662652e-01 6.486819e-02 6.486819e-02 9.768803e-01 6.993603e-02 7.163829e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.016001e+00 1.142892e-01 1.159880e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.050004e+00 1.773952e-01 1.756965e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d07-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 1.098448e+00 5.287496e-02 5.288897e-02
+2.843201e-02 3.257012e-03 3.257012e-03 1.050575e+00 4.435669e-02 4.605894e-02
+3.578878e-02 4.099764e-03 4.099764e-03 1.002701e+00 3.923241e-02 3.923241e-02
+4.504913e-02 5.160577e-03 5.160577e-03 9.599454e-01 3.752665e-02 3.923591e-02
+5.670558e-02 6.495875e-03 6.495875e-03 9.615390e-01 4.093466e-02 4.264392e-02
+7.137813e-02 8.176681e-03 8.176681e-03 9.904248e-01 3.923241e-02 3.752665e-02
+8.984721e-02 1.029240e-02 1.029240e-02 9.459631e-01 3.582090e-02 3.752665e-02
+1.130952e-01 1.295555e-02 1.295555e-02 9.339107e-01 3.581739e-02 3.582090e-02
+1.423585e-01 1.630780e-02 1.630780e-02 9.593849e-01 3.923241e-02 3.922891e-02
+1.791937e-01 2.052744e-02 2.052744e-02 9.729189e-01 4.776470e-02 4.776119e-02
+2.255601e-01 2.583891e-02 2.583891e-02 1.027391e+00 5.628998e-02 5.798873e-02
+2.839237e-01 3.252472e-02 3.252472e-02 1.011927e+00 5.458072e-02 5.628648e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.004992e+00 6.310950e-02 6.140375e-02
+4.498632e-01 5.153382e-02 5.153382e-02 1.030463e+00 8.187283e-02 8.358559e-02
+5.662652e-01 6.486819e-02 6.486819e-02 1.079818e+00 1.057639e-01 1.074627e-01
+7.127862e-01 8.165282e-02 8.165282e-02 1.113821e+00 1.466951e-01 1.466986e-01
+8.972195e-01 1.027805e-01 1.027805e-01 1.151239e+00 2.115104e-01 2.115069e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.790918e+01 5.710681e+00 1.103967e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.509899e+01 3.886142e+00 1.215859e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.217656e+01 1.638725e+00 9.838882e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.697088e+01 9.315663e-01 7.432720e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.478011e+01 6.897885e-01 5.235545e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.592585e+01 5.141834e-01 3.704177e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.932570e+01 3.832836e-01 2.614183e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.412009e+01 2.800415e-01 1.697366e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.011206e+01 2.005510e-01 7.707017e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.050866e+00 1.398387e-01 2.882233e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.660639e+00 1.228358e-01 6.265923e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.881701e+00 9.462277e-02 9.783527e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.677849e+00 1.700146e-01 5.696385e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.897284e-01 1.164098e-01 4.257467e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.239970e-01 9.281664e-02 2.326541e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.653749e-01 4.534985e-02 1.260422e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.988227e-02 1.035101e-02 3.908159e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.331657e+01 3.064118e+00 1.191787e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.442275e+01 3.315480e+00 1.270839e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.293056e+01 2.066371e+00 9.473111e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.536950e+01 1.489741e+00 7.179315e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.473489e+01 9.154726e-01 5.496484e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.677120e+01 7.055816e-01 3.824956e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.995584e+01 5.259560e-01 2.548648e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.438707e+01 2.853365e-01 1.729460e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.030326e+01 2.043430e-01 8.595642e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.088877e+00 1.405926e-01 2.897771e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.654580e+00 1.226761e-01 9.418145e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.877955e+00 9.449976e-02 9.770807e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.664516e+00 1.485528e-01 6.804160e-02
+4.498632e-01 5.153382e-02 5.153382e-02 9.005179e-01 1.125776e-01 4.309096e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.320139e-01 9.457160e-02 2.370531e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.673804e-01 4.589980e-02 1.155823e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.009728e-02 1.040681e-02 3.345172e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.013512e+01 2.959653e+00 1.083508e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.319450e+01 2.731753e+00 1.188648e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.160228e+01 8.172153e-01 9.273161e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.653705e+01 9.229621e-01 7.364069e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.492214e+01 4.632769e-01 5.256926e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.655846e+01 3.523243e-01 3.592557e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.927548e+01 -2.591462e-01 2.901591e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.427274e+01 1.893421e-01 1.715716e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.015336e+01 1.346944e-01 7.738492e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.032545e+00 1.853497e-01 2.387586e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.556335e+00 1.496106e-01 9.219355e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.798460e+00 7.375621e-02 7.575275e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.586439e+00 1.607521e-01 6.484998e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.525655e-01 1.065829e-01 4.079638e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.145081e-01 8.857027e-02 2.274473e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.649452e-01 4.523201e-02 1.257147e-02
+8.972195e-01 1.027805e-01 1.027805e-01 4.085543e-02 1.120356e-02 3.704978e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 9.122817e+01 2.404409e+00 1.096648e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.035814e+01 2.638619e+00 1.148123e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.070604e+01 1.203974e+00 9.138247e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.585999e+01 1.208686e+00 6.903430e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.464463e+01 6.871017e-01 5.482202e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.670163e+01 5.295694e-01 3.815017e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.044277e+01 6.712534e-01 2.765290e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.473812e+01 3.884379e-01 1.771660e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.027649e+01 2.038120e-01 8.573306e-01
+1.791937e-01 2.052744e-02 2.052744e-02 6.976660e+00 1.383670e-01 3.338423e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.550411e+00 9.024761e-02 6.117730e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.776222e+00 7.317011e-02 7.515078e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.594991e+00 1.616187e-01 5.415078e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.803646e-01 1.151846e-01 2.383097e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.337782e-01 9.721272e-02 1.472700e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.726133e-01 4.816855e-02 7.056039e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.275476e-02 1.151651e-02 1.747717e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.579548e+01 2.261225e+00 1.031342e+01
+2.843201e-02 3.257012e-03 3.257012e-03 8.025367e+01 2.115165e+00 1.146631e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.103330e+01 1.608594e+00 9.187511e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.767258e+01 1.565364e+00 7.543757e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.601395e+01 9.491834e-01 5.978348e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.684558e+01 7.075421e-01 3.631396e+00
+8.984721e-02 1.029240e-02 1.029240e-02 1.987811e+01 5.239073e-01 2.538721e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.452370e+01 2.880463e-01 1.745884e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.033189e+01 2.049108e-01 7.874559e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.204143e+00 1.898724e-01 2.944889e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.698784e+00 1.542880e-01 1.595262e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.754161e+00 9.043490e-02 7.455359e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.540613e+00 1.374949e-01 6.297673e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.007524e-01 1.047684e-01 3.831705e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.790563e-01 8.297872e-02 2.079944e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.478463e-01 4.054308e-02 1.126826e-02
+8.972195e-01 1.027805e-01 1.027805e-01 3.613439e-02 9.378283e-03 3.540894e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 8.454726e+01 3.860946e+00 1.079790e+01
+2.843201e-02 3.257012e-03 3.257012e-03 7.803692e+01 2.562400e+00 1.174711e+01
+3.578878e-02 4.099764e-03 4.099764e-03 6.054830e+01 1.988148e+00 9.114502e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.574082e+01 9.071707e-01 7.238074e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.548999e+01 9.353739e-01 5.615971e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.809361e+01 7.404350e-01 3.800216e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.080222e+01 5.482632e-01 2.813912e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.469983e+01 2.915394e-01 1.767056e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.031846e+01 2.046444e-01 8.608319e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.194778e+00 1.896255e-01 3.442795e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.755765e+00 1.561590e-01 1.614607e-01
+2.839237e-01 3.252472e-02 3.252472e-02 2.806236e+00 9.214482e-02 7.596323e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.538610e+00 1.742486e-01 9.529994e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.435928e-01 1.103735e-01 2.283558e-02
+5.662652e-01 6.486819e-02 6.486819e-02 4.184446e-01 9.160117e-02 2.002312e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.676272e-01 4.677715e-02 8.021183e-03
+8.972195e-01 1.027805e-01 1.027805e-01 4.151975e-02 1.138573e-02 4.068618e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y07
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d01-x01-y07
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.258750e-02 2.587498e-03 2.587498e-03 7.793547e+01 3.559011e+00 9.953482e+00
+2.843201e-02 3.257012e-03 3.257012e-03 7.241619e+01 2.843954e+00 1.090101e+01
+3.578878e-02 4.099764e-03 4.099764e-03 5.887585e+01 1.551732e+00 8.862743e+00
+4.504913e-02 5.160577e-03 5.160577e-03 4.754871e+01 1.253194e+00 7.893129e+00
+5.670558e-02 6.495875e-03 6.495875e-03 3.689271e+01 9.723441e-01 5.553561e+00
+7.137813e-02 8.176681e-03 8.176681e-03 2.862480e+01 7.544350e-01 4.089790e+00
+8.984721e-02 1.029240e-02 1.029240e-02 2.148050e+01 5.661401e-01 2.743370e+00
+1.130952e-01 1.295555e-02 1.295555e-02 1.548627e+01 5.085031e-01 1.746141e+00
+1.423585e-01 1.630780e-02 1.630780e-02 1.094333e+01 1.451741e-01 9.129625e-01
+1.791937e-01 2.052744e-02 2.052744e-02 7.330815e+00 2.407127e-01 2.996669e-01
+2.255601e-01 2.583891e-02 2.583891e-02 4.624402e+00 1.218807e-01 9.357083e-02
+2.839237e-01 3.252472e-02 3.252472e-02 2.840267e+00 7.485806e-02 5.747037e-02
+3.573889e-01 4.094048e-02 4.094048e-02 1.610138e+00 1.534592e-01 5.466505e-02
+4.498632e-01 5.153382e-02 5.153382e-02 8.368892e-01 1.094964e-01 4.004625e-02
+5.662652e-01 6.486819e-02 6.486819e-02 3.831542e-01 8.187072e-02 1.833443e-02
+7.127862e-01 8.165282e-02 8.165282e-02 1.445375e-01 3.963573e-02 7.931011e-03
+8.972195e-01 1.027805e-01 1.027805e-01 3.416576e-02 8.867348e-03 5.143066e-03
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.203480e+00 3.403537e-02 6.296795e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.162769e+00 3.404974e-02 4.595026e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.035249e+00 2.553191e-02 2.723404e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.690062e-01 2.042553e-02 2.042194e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.385079e-01 2.212407e-02 2.382979e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.080061e-01 2.212766e-02 2.553551e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.234653e-01 2.382979e-02 2.553191e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.508394e-01 2.383697e-02 2.212407e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.680007e-01 2.553191e-02 2.553191e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.868642e-01 3.403896e-02 3.404614e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.019345e+00 4.085465e-02 4.084747e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.060336e+00 5.106383e-02 5.106742e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.111540e+00 8.000000e-02 7.829428e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.154233e+00 1.412766e-01 1.429751e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.120607e+00 3.411514e-02 3.923241e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.096590e+00 2.558995e-02 2.558276e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.028220e+00 2.388060e-02 2.387701e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.922586e-01 2.388419e-02 2.387701e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.545919e-01 2.217484e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.066906e-01 2.387701e-02 2.387701e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.389599e-01 2.900146e-02 2.559354e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.797581e-01 2.558635e-02 2.899787e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.762101e-01 3.412232e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.624204e-01 2.900146e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.759300e-01 3.923600e-02 3.752665e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.011607e+00 5.799574e-02 5.629357e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066051e+00 7.846123e-02 7.846841e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.091501e+00 1.381699e-01 1.279354e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.287846e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.127505e+00 2.558635e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.014925e+00 2.217484e-02 2.217484e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.535181e-01 2.217484e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.449893e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.449893e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.535181e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.501066e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.552239e-01 3.070362e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.876333e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.055864e+00 4.093817e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125800e+00 5.970149e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.173561e+00 7.846482e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171855e+00 1.279318e-01 1.296375e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.054158e+00 3.411514e-02 3.582090e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.076333e+00 2.729211e-02 2.899787e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.026866e+00 2.899787e-02 2.729211e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.381663e-01 2.388060e-02 3.240938e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.688699e-01 2.729211e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.501066e-01 2.729211e-02 2.729211e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.620469e-01 2.729211e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688699e-01 3.240938e-02 3.240938e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.411514e-02 3.411514e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.620469e-01 3.411514e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.020043e+00 4.776119e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.083156e+00 6.652452e-02 6.823028e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.118977e+00 9.211087e-02 9.381663e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.144563e+00 1.449893e-01 1.484009e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.240010e+00 3.411514e-02 7.847202e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.209166e+00 4.777919e-02 5.289646e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.048684e+00 2.558995e-02 3.071082e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.496136e-01 2.046548e-02 2.388420e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.170639e-01 2.046908e-02 2.046908e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.981602e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.184889e-01 2.046908e-02 2.217844e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.439349e-01 2.387700e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.659694e-01 2.899787e-02 3.071082e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.025531e+00 2.728851e-02 2.729571e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.088507e+00 4.093457e-02 4.093457e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.125893e+00 5.458782e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.164985e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158022e+00 1.245239e-01 1.245167e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.180384e+00 3.411514e-02 5.458422e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117271e+00 2.217484e-02 2.558635e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.002985e+00 2.388060e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.518124e-01 1.876333e-02 2.217484e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.518124e-01 2.729211e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.398721e-01 2.388060e-02 2.388060e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.484009e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.586354e-01 2.388060e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.739872e-01 2.729211e-02 2.558635e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.062687e+00 4.434968e-02 4.264392e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.118977e+00 5.628998e-02 5.799574e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.154797e+00 8.187633e-02 8.017058e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.158209e+00 1.381663e-01 1.381663e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.190618e+00 3.411514e-02 6.140725e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.151386e+00 3.240938e-02 4.434968e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.023454e+00 1.876333e-02 3.070362e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.620469e-01 2.388060e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.211087e-01 2.217484e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.023454e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.159915e-01 2.217484e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.518124e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.518124e-01 3.240938e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.825160e-01 2.899787e-02 3.070362e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.025160e+00 3.923241e-02 4.093817e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.071215e+00 5.458422e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.124094e+00 7.505330e-02 7.675906e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.146269e+00 1.262260e-01 1.279318e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d04-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.215226e+00 3.240938e-02 9.040152e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.184663e+00 3.582449e-02 5.627918e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.032991e+00 2.217484e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.649042e-01 2.047268e-02 2.217124e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.360431e-01 2.216764e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.140086e-01 2.217124e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.431468e-01 2.217844e-02 2.217484e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.705793e-01 2.388420e-02 2.388420e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.826599e-01 3.071082e-02 3.070003e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.033973e+00 2.728851e-02 3.411874e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.093817e-02 3.922881e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.138305e+00 5.629358e-02 5.629358e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.184497e+00 7.675906e-02 7.506050e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.189755e+00 1.245203e-01 1.228109e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.134328e+00 3.070362e-02 4.093817e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.095096e+00 2.217484e-02 2.388060e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.038806e+00 2.558635e-02 2.388060e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.002985e+00 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.739872e-01 2.729211e-02 2.558635e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.194030e-01 2.558635e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.364606e-01 2.729211e-02 2.729211e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.756930e-01 2.729211e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.876333e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.773987e-01 3.752665e-02 3.582090e-02
+4.150537e+01 5.932616e+00 5.932616e+00 9.910448e-01 4.264392e-02 4.605544e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.016631e+00 5.117271e-02 5.628998e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.076333e+00 8.017058e-02 8.187633e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.125800e+00 1.603412e-01 1.415778e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y01
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y01
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.253731e+00 3.070362e-02 7.334755e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.258849e+00 6.140725e-02 5.287846e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.100213e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.671642e-01 2.046908e-02 3.070362e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.381663e-01 2.388060e-02 2.217484e-02
+9.841483e+00 1.406703e+00 1.406703e+00 8.938166e-01 2.217484e-02 2.046908e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.108742e-01 2.388060e-02 2.388060e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.313433e-01 2.388060e-02 2.388060e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.671642e-01 2.899787e-02 3.070362e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.020043e+00 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.078038e+00 4.776119e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.115565e+00 6.311301e-02 6.140725e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.146269e+00 9.040512e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.151386e+00 1.603412e-01 1.603412e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d10-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.237404e+00 3.582090e-02 9.039072e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.196606e+00 3.070362e-02 5.456263e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.041519e+00 2.388060e-02 3.582449e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.683121e-01 1.876333e-02 2.046908e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.445719e-01 2.046548e-02 2.217844e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.088913e-01 2.217484e-02 2.046548e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.295008e-01 2.558276e-02 2.557916e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.688735e-01 2.388060e-02 2.217484e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.928945e-01 2.559355e-02 2.388060e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.047619e+00 3.412234e-02 3.581730e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.098932e+00 4.434608e-02 4.265112e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.119542e+00 5.287487e-02 5.458422e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.169145e+00 8.186914e-02 8.188713e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.235810e+00 1.466951e-01 1.449929e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y03
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y03
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.200853e+00 3.070362e-02 6.311301e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.188913e+00 4.264392e-02 4.605544e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.072921e+00 2.558635e-02 2.558635e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.739872e-01 2.217484e-02 2.388060e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.484009e-01 2.388060e-02 2.388060e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.091684e-01 2.217484e-02 2.217484e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.245203e-01 2.558635e-02 2.558635e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569296e-01 2.558635e-02 2.558635e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.791045e-01 3.070362e-02 2.899787e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.995736e-01 3.752665e-02 3.752665e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.026866e+00 4.434968e-02 4.776119e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.057569e+00 5.628998e-02 5.970149e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.103625e+00 9.211087e-02 9.040512e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.161620e+00 1.671642e-01 1.654584e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y02
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y02
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.273468e+00 2.729223e-02 9.553361e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.242624e+00 4.093835e-02 5.970536e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.083848e+00 2.900160e-02 2.900160e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.711271e-01 2.046918e-02 2.388790e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.419923e-01 2.388070e-02 2.216774e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.009136e-01 2.217854e-02 2.047277e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.161251e-01 2.388070e-02 2.388070e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.569231e-01 2.388430e-02 2.558287e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.926039e-01 2.899800e-02 2.899800e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.045342e+00 3.922899e-02 3.923259e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.081023e+00 4.434628e-02 4.776141e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.099646e+00 6.140753e-02 6.140393e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.133625e+00 9.211129e-02 9.381345e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.171011e+00 1.671649e-01 1.654592e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y05
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y05
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.138462e+00 3.076923e-02 3.931624e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.117949e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.066667e+00 2.735043e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 1.006838e+00 2.393162e-02 2.393162e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.794872e-01 2.735043e-02 2.905983e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.264957e-01 2.393162e-02 2.564103e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.452991e-01 2.905983e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.846154e-01 3.076923e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.829060e-01 3.247863e-02 3.247863e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.794872e-01 3.931624e-02 3.760684e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.013675e+00 5.128205e-02 5.128205e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.034188e+00 6.324786e-02 6.153846e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.056410e+00 9.401709e-02 9.401709e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.037607e+00 1.589744e-01 1.589744e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y04
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y04
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.193162e+00 3.076923e-02 5.641026e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.147009e+00 3.076923e-02 2.905983e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.039316e+00 2.564103e-02 2.735043e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.555556e-01 2.222222e-02 2.222222e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.487179e-01 2.564103e-02 2.564103e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.418803e-01 2.393162e-02 2.222222e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.470085e-01 2.735043e-02 2.735043e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.606838e-01 2.735043e-02 2.564103e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.743590e-01 3.076923e-02 3.076923e-02
+3.112401e+01 4.448745e+00 4.448745e+00 1.008547e+00 3.931624e-02 4.102564e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.054701e+00 4.786325e-02 4.957265e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.105983e+00 6.324786e-02 6.495726e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.145299e+00 9.743590e-02 9.572650e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.131624e+00 1.623932e-01 1.606838e-01
+END YODA_SCATTER2D
+
+BEGIN YODA_SCATTER2D /REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y06
+Path=/REF/ATLAS_2014_I1300152_GRIDSUB2/d08-x01-y06
+Title=
+Type=Scatter2D
+# xval xerr- xerr+ yval yerr- yerr+
+2.333548e+00 3.335483e-01 3.335483e-01 1.061538e+00 2.905983e-02 3.076923e-02
+3.111899e+00 4.448028e-01 4.448028e-01 1.083761e+00 3.076923e-02 3.247863e-02
+4.149868e+00 5.931660e-01 5.931660e-01 1.046154e+00 3.418803e-02 3.247863e-02
+5.534050e+00 7.910155e-01 7.910155e-01 9.264957e-01 2.735043e-02 3.760684e-02
+7.379923e+00 1.054857e+00 1.054857e+00 9.641026e-01 2.735043e-02 2.735043e-02
+9.841483e+00 1.406703e+00 1.406703e+00 9.452991e-01 2.735043e-02 3.076923e-02
+1.312409e+01 1.875907e+00 1.875907e+00 9.692308e-01 3.418803e-02 2.905983e-02
+1.750161e+01 2.501612e+00 2.501612e+00 9.709402e-01 3.247863e-02 2.735043e-02
+2.333925e+01 3.336021e+00 3.336021e+00 9.777778e-01 3.418803e-02 3.418803e-02
+3.112401e+01 4.448745e+00 4.448745e+00 9.692308e-01 4.444444e-02 4.444444e-02
+4.150537e+01 5.932616e+00 5.932616e+00 1.011966e+00 5.470085e-02 5.299145e-02
+5.534942e+01 7.911430e+00 7.911430e+00 1.046154e+00 6.666667e-02 6.666667e-02
+7.381112e+01 1.055027e+01 1.055027e+01 1.066667e+00 1.008547e-01 9.914530e-02
+9.843070e+01 1.406930e+01 1.406930e+01 1.082051e+00 1.692308e-01 1.675214e-01
+END YODA_SCATTER2D
+
Index: trunk/code/ALICE_2012_I1210881.cc
===================================================================
--- trunk/code/ALICE_2012_I1210881.cc (revision 451)
+++ trunk/code/ALICE_2012_I1210881.cc (revision 452)
@@ -1,101 +1,99 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/VisibleFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief jet pt spectrum
class ALICE_2012_I1210881 : public Analysis {
public:
/// Constructor
ALICE_2012_I1210881()
: Analysis("ALICE_2012_I1210881")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
VisibleFinalState vfs(-0.9, 0.9, 0.0*GeV);
addProjection(vfs, "VFS");
addProjection(FastJets(vfs, FastJets::ANTIKT, 0.2), "Jets1");
addProjection(FastJets(vfs, FastJets::ANTIKT, 0.4), "Jets2");
- pt_02 = bookHistogram1D(1, 1, 1);
- pt_04 = bookHistogram1D(1, 1, 2);
+ pt_02 = bookHisto1D(1, 1, 1);
+ pt_04 = bookHisto1D(1, 1, 2);
+ _s_ratio = bookScatter2D(2, 1, 1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double centrality = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double centrality = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const FastJets& fastjets1 = applyProjection<FastJets>(event, "Jets1");
const Jets alljets1 = fastjets1.jetsByPt();
// if (centrality > 0.) return;
Jets jets1;
foreach (Jet jet, alljets1) {
if (fabs(jet.momentum().eta())<0.5 && jet.momentum().Et()>20.)
jets1.push_back(jet);
}
const FastJets& fastjets2 = applyProjection<FastJets>(event, "Jets2");
const Jets alljets2 = fastjets2.jetsByPt();
Jets jets2;
foreach (Jet jet, alljets2) {
if (fabs(jet.momentum().eta())<0.5 && jet.momentum().Et()>20.)
jets2.push_back(jet);
}
if (jets1.size() > 0) {
foreach (Jet jet, jets1){
const double pT = jet.momentum().pT() / GeV;
if (centrality<0.) pt_02->fill(pT,weight);
}
}
if (jets2.size() > 0) {
foreach (Jet jet, jets2){
const double pT = jet.momentum().pT() / GeV;
if (centrality<0.) pt_04->fill(pT,weight);
}
}
}
/// Finalize
void finalize() {
-// AIDA::IHistogramFactory& hf = histogramFactory();
-// const string dir = histoDir();
-//
-// hf.divide(dir + "/d02-x01-y01", *pt_02, *pt_04);
-
scale(pt_02,crossSection()/(millibarn*1.*sumOfWeights()));
scale(pt_04,crossSection()/(millibarn*1.*sumOfWeights()));
+
+ divide(pt_02, pt_04, _s_ratio);
+
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
- AIDA::IHistogram1D * pt_02;
- AIDA::IHistogram1D * pt_04;
+ Histo1DPtr pt_02;
+ Histo1DPtr pt_04;
+ Scatter2DPtr _s_ratio;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ALICE_2012_I1210881> plugin_ALICE_2012_I1210881;
}
Index: trunk/code/ATLAS_2012_I1126965.cc
===================================================================
--- trunk/code/ATLAS_2012_I1126965.cc (revision 451)
+++ trunk/code/ATLAS_2012_I1126965.cc (revision 452)
@@ -1,131 +1,129 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief ATLAS jet yields and fragmentation functions in Pb+Pb at 2.76 ATeV
class ATLAS_2012_I1126965 : public Analysis {
public:
/// Constructor
ATLAS_2012_I1126965()
: Analysis("ATLAS_2012_I1126965")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
_centedges += 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.8;
_jetparams += 0.2, 0.3, 0.4, 0.5;
_ncentbins = _centedges.size()-1;
_njetbins = _jetparams.size();
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "Jets" << j;
const string pname = ss.str();
_names[j] = pname;
FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
fj.useInvisibles();
addProjection(fj, pname);
}
for (size_t i = 0; i < _ncentbins; ++i) {
_sumwtcentbins[i] = 0.;
if (i < _ncentbins-1) _rsumwtcentbins[i] = 0.;
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "jetpt" << _jetparams[j] << "_" << i;
const string pname = ss.str();
if (i == _ncentbins-1)
- _histos[i][j] = bookHistogram1D(pname,binEdges(2, 1, j+1));
+ _histos[i][j] = bookHisto1D(pname,refData(2, 1, j+1));
else {
- _histos[i][j] = bookHistogram1D(pname,binEdges(i+2, 1, j+1));
- _ratios[i][j] = bookHistogram1D(i+2, 1, j+1);
+ _histos[i][j] = bookHisto1D(pname,refData(i+2, 1, j+1));
+ _ratios[i][j] = bookHisto1D(i+2, 1, j+1);
}
}
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
_sumwtcentbins[i] += weight;
if (i == _ncentbins-1) {
for (size_t k = 0; k < _ncentbins-1; ++k) {
_rsumwtcentbins[k] += weight;
}
}
else _rsumwtcentbins[i] += weight;
}
}
for (size_t j = 0; j < _njetbins; ++j) {
const Jets jets = applyProjection<FastJets>(event, _names[j]).jetsByPt();
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
foreach (Jet jet, jets){
if (fabs(jet.momentum().eta()) < 2.1)
_histos[i][j]->fill(jet.momentum().pT(),weight);
if (i == _ncentbins-1) {
for (size_t k = 0; k < _ncentbins-1; ++k) {
_ratios[k][j]->fill(jet.momentum().pT(),weight);
}
}
else {
_ratios[i][j]->fill(jet.momentum().pT(),weight);
}
}
}
}
}
}
/// Finalize
void finalize() {
for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t j = 0; j < _njetbins; ++j) {
scale(_histos[i][j],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
if (i < _ncentbins-1) scale(_ratios[i][j],crossSection()/(_rsumwtcentbins[i]>0.?_rsumwtcentbins[i]:1.));
}
}
}
private:
vector<double> _jetparams;
vector<double> _centedges;
double _sumwtcentbins[7], _rsumwtcentbins[6];
size_t _ncentbins, _njetbins;
string _names[4];
- AIDA::IHistogram1D *_histos[7][4];
- AIDA::IHistogram1D *_ratios[6][4];
+ Histo1DPtr _histos[7][4];
+ Histo1DPtr _ratios[6][4];
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ATLAS_2012_I1126965> plugin_ATLAS_2012_I1126965;
}
Index: trunk/code/CMS_2012_I1090064.cc
===================================================================
--- trunk/code/CMS_2012_I1090064.cc (revision 451)
+++ trunk/code/CMS_2012_I1090064.cc (revision 452)
@@ -1,216 +1,211 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
#include <map>
namespace Rivet {
/// @brief CMS charged particle fragmentation function in PbPb
class CMS_2012_I1090064 : public Analysis {
public:
/// Constructor
CMS_2012_I1090064() : Analysis("CMS_2012_I1090064")
{
- setBeams(PROTON, PROTON);
}
/// Book projections and histograms
void init() {
_centedges1 += 0.0, 0.1, 0.2, 0.3, 0.5, 0.7, 1.;
_centedges2 += 0.0, 0.2, 0.5, 1.;
_ptedges += 120., 150., 180., 200., 260., 300., 500.;
_ncentbins1 = _centedges1.size()-1;
_ncentbins2 = _centedges2.size()-1;
_nptbins = _ptedges.size()-1;
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 4.*GeV);
addProjection(cfs, "CFS");
FastJets fj03(fs, FastJets::ANTIKT, 0.3);
addProjection(fj03, "Jets03");
for (size_t j = 0; j < _nptbins; ++j) {
- _h_deltaphi[j] = bookHistogram1D(1, 1, j+1);
- _h_aj[j] = bookHistogram1D(3, 1, j+1);
- _h_ptratio1[j] = bookHistogram1D(5, 1, j+1);
+ _h_deltaphi[j] = bookHisto1D(1, 1, j+1);
+ _h_aj[j] = bookHisto1D(3, 1, j+1);
+ _h_ptratio1[j] = bookHisto1D(5, 1, j+1);
}
for (size_t i = 0; i < _ncentbins1; ++i) {
- _h_aj_all[i] = bookHistogram1D(4, 1, i+1);
+ _h_aj_all[i] = bookHisto1D(4, 1, i+1);
}
- _h_dijets_p = bookHistogram1D("N_di-jets_pp", binEdges(2, 1, 1));
- _h_leadjets_p = bookHistogram1D("N_lead-jets_pp", binEdges(2, 1, 1));
- _h_dijets_pb = bookHistogram1D("N_di-jets_PbPb", binEdges(2, 1, 2));
- _h_leadjets_pb= bookHistogram1D("N_lead-jets_PbPb", binEdges(2, 1, 2));
+ _h_dijets_p = bookHisto1D("N_di-jets_pp", refData(2, 1, 1));
+ _h_leadjets_p = bookHisto1D("N_lead-jets_pp", refData(2, 1, 1));
+ _h_dijets_pb = bookHisto1D("N_di-jets_PbPb", refData(2, 1, 2));
+ _h_leadjets_pb= bookHisto1D("N_lead-jets_PbPb", refData(2, 1, 2));
+ _s_p2ndjet_p = bookScatter2D(2, 1, 1);
+ _s_p2ndjet_pb = bookScatter2D(2, 1, 2);
for (size_t k = 0; k < _ncentbins2+1; ++k) {
_p_ptratio2[k] = bookProfile1D(6, 1, k+1);
}
}
struct jetcomp{
bool operator() (const Jet jet1, const Jet jet2) const
{
if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
else return false;
}
};
double ptsmear(const double pttrue, const double cent) {
double c(0.0246);
double s(1.213);
double n;
if (cent < 0. || cent > 0.5) n=0.001;
if (cent > 0.3 && cent < 0.5) n=3.88;
if (cent > 0.1 && cent < 0.3) n=5.10;
if (cent > 0. && cent < 0.1) n=5.23;
// n=5.23;
double sigma(sqrt(c*c+s*s/pttrue+n*n/(pttrue*pttrue)));
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double fac(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma+1.,0.));
return fac*pttrue;
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt(3.*GeV);
const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
map<Jet, double, jetcomp> jetmap;
foreach (Jet jet, jets03) {
double ptreco, ptgen;
ptgen = jet.momentum().pT();
ptreco = ptsmear(ptgen,cent);
jetmap[jet] = ptreco;
}
Jets jets;
foreach (Jet jet, jets03) {
if (fabs(jet.momentum().eta()) < 2.0 && jetmap[jet] > 30.*GeV)
jets.push_back(jet);
}
if (jets.size() < 1) vetoEvent;
Jet leadjet, partner;
double ptlead(0.), ptsublead(0.);
foreach (Jet jet, jets) {
if (jetmap[jet] > ptlead) {
ptlead = jetmap[jet];
leadjet = jet;
}
}
if (ptlead < _ptedges.front()*GeV) vetoEvent;
if (cent<0.) _h_leadjets_p->fill(ptlead,weight);
if (cent<0. || (cent>=0.0 && cent<0.2)) _h_leadjets_pb->fill(ptlead,weight);
if (jets.size() < 2) vetoEvent;
foreach (Jet jet, jets) {
if (jetmap[jet] > ptsublead && jet.momentum()!=leadjet.momentum()) {
ptsublead = jetmap[jet];
partner = jet;
}
}
double deltaphi = fabs(deltaPhi(leadjet,partner));
for (size_t j = 0; j < _nptbins; ++j) {
if (ptlead > _ptedges[j]*GeV && ptlead < _ptedges[j+1]*GeV) {
if (cent<0. || (cent>=0.0 && cent<0.2)) _h_deltaphi[j]->fill(deltaphi,weight);
}
}
if (deltaphi < 2.*M_PI/3.) vetoEvent;
if (cent<0.) _h_dijets_p->fill(ptlead,weight);
if (cent<0. || (cent>=0.0 && cent<0.2)) _h_dijets_pb->fill(ptlead,weight);
if (cent<0.) _p_ptratio2[0]->fill(ptlead,ptsublead/ptlead,weight);
for (size_t k = 0; k < _ncentbins2; ++k) {
if (cent<0. || (cent>=_centedges2[k] && cent<_centedges2[k+1])) _p_ptratio2[k+1]->fill(ptlead,ptsublead/ptlead,weight);
}
Rivet::FourMomentum leading, sublead;
leading = leadjet.momentum();
sublead = partner.momentum();
double aj = (ptlead-ptsublead)/(ptlead+ptsublead);
for (size_t i = 0; i < _ncentbins1; ++i) {
if (cent<0. || (cent>=_centedges1[i] && cent<_centedges1[i+1])) _h_aj_all[i]->fill(aj,weight);
}
for (size_t j = 0; j < _nptbins; ++j) {
if (ptlead > _ptedges[j]*GeV && ptlead < _ptedges[j+1]*GeV) {
if (cent<0. || (cent>=0.0 && cent<0.2)) _h_aj[j]->fill(aj,weight);
if (cent<0. || (cent>=0.0 && cent<0.2)) _h_ptratio1[j]->fill(ptsublead/ptlead,weight);
}
}
}
/// Finalize
void finalize() {
double Dbin_Dphi, Dbin_aj, Dbin_ptratio;
Dbin_Dphi = M_PI/30.;
Dbin_aj = 0.72/12.;
Dbin_ptratio = 1./10.;
for (size_t j = 0; j < _nptbins; ++j) {
normalize(_h_deltaphi[j],Dbin_Dphi);
normalize(_h_aj[j],Dbin_aj);
normalize(_h_ptratio1[j],Dbin_ptratio);
}
for (size_t i = 0; i < _ncentbins1; ++i) {
normalize(_h_aj_all[i],Dbin_aj);
}
- AIDA::IHistogramFactory& hf = histogramFactory();
- const string dir = histoDir();
-
- hf.divide(dir + "/d02-x01-y01", *_h_dijets_p, *_h_leadjets_p);
- hf.destroy(_h_dijets_p);
- hf.destroy(_h_leadjets_p);
- hf.divide(dir + "/d02-x01-y02", *_h_dijets_pb, *_h_leadjets_pb);
- hf.destroy(_h_dijets_pb);
- hf.destroy(_h_leadjets_pb);
+ divide(_h_dijets_p, _h_leadjets_p, _s_p2ndjet_p);
+ divide(_h_dijets_pb, _h_leadjets_pb, _s_p2ndjet_pb);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
vector<double> _centedges1,_centedges2,_ptedges;
size_t _ncentbins1,_ncentbins2,_nptbins;
- AIDA::IHistogram1D * _h_deltaphi[6];
- AIDA::IHistogram1D * _h_aj_all[6];
- AIDA::IHistogram1D * _h_aj[6];
- AIDA::IHistogram1D * _h_ptratio1[6];
- AIDA::IHistogram1D * _h_dijets_p;
- AIDA::IHistogram1D * _h_leadjets_p;
- AIDA::IHistogram1D * _h_dijets_pb;
- AIDA::IHistogram1D * _h_leadjets_pb;
- AIDA::IProfile1D * _p_ptratio2[4];
+ Histo1DPtr _h_deltaphi[6];
+ Histo1DPtr _h_aj_all[6];
+ Histo1DPtr _h_aj[6];
+ Histo1DPtr _h_ptratio1[6];
+ Histo1DPtr _h_dijets_p;
+ Histo1DPtr _h_leadjets_p;
+ Histo1DPtr _h_dijets_pb;
+ Histo1DPtr _h_leadjets_pb;
+ Profile1DPtr _p_ptratio2[4];
+ Scatter2DPtr _s_p2ndjet_p;
+ Scatter2DPtr _s_p2ndjet_pb;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<CMS_2012_I1090064> plugin_CMS_2012_I1090064;
}
Index: trunk/code/PHENIX_PI0_PP.cc
===================================================================
--- trunk/code/PHENIX_PI0_PP.cc (revision 451)
+++ trunk/code/PHENIX_PI0_PP.cc (revision 452)
@@ -1,68 +1,66 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/IdentifiedFinalState.hh"
-#include "Rivet/RivetAIDA.hh"
namespace Rivet {
/// @brief STAR identified hadron spectra in pp at 200 GeV
class PHENIX_PI0_PP : public Analysis {
public:
/// Constructor
PHENIX_PI0_PP()
: Analysis("PHENIX_PI0_PP"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
IdentifiedFinalState pi0fs(-1., 1., 0.5*GeV);
pi0fs.acceptId(111);
addProjection(pi0fs, "PI0FS");
- _h_pT_pi0 = bookHistogram1D(1, 1, 1);
+ _h_pT_pi0 = bookHisto1D(1, 1, 1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
const IdentifiedFinalState& pi0fs = applyProjection<IdentifiedFinalState>(event, "PI0FS");
foreach (const Particle& p, pi0fs.particles()) {
if (fabs(p.momentum().eta()) < 0.35) {
const double pT = p.momentum().pT() / GeV;
_h_pT_pi0->fill(pT, weight/pT);
}
}
_sumWeightSelected += event.weight();
}
/// Finalize
void finalize() {
scale(_h_pT_pi0,crossSection()/(millibarn*M_PI*0.7*_sumWeightSelected));
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_pT_pi0;
+ Histo1DPtr _h_pT_pi0;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<PHENIX_PI0_PP> plugin_PHENIX_PI0_PP;
}
Index: trunk/code/ATLAS_CONF_2012_115.cc
===================================================================
--- trunk/code/ATLAS_CONF_2012_115.cc (revision 451)
+++ trunk/code/ATLAS_CONF_2012_115.cc (revision 452)
@@ -1,249 +1,248 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/IdentifiedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
/// @brief ATLAS jet fragmentation functions in Pb+Pb at 2.76 ATeV
class ATLAS_CONF_2012_115 : public Analysis {
public:
/// Constructor
ATLAS_CONF_2012_115()
: Analysis("ATLAS_CONF_2012_115")
{
- setBeams(PROTON, PROTON);
}
/// Book projections and histograms
void init() {
_sumjets02 = 0.;
_sumjets03 = 0.;
_sumjets04 += 0., 0., 0., 0., 0., 0., 0.;
_centedges += 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.8;
_ncentbins = _centedges.size()-1;
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 2.*GeV);
addProjection(cfs, "CFS");
- IdentifiedFinalState mufs(-5.0, 5.0, 4.*GeV);
- mufs.acceptIdPair(MUON);
+ Cut cuts = Cuts::abseta < 5.0 && Cuts::pT > 4*GeV;
+ IdentifiedFinalState mufs(cuts);
+ mufs.acceptIdPair(PID::MUON);
addProjection(mufs, "MUFS");
FastJets fj02(fs, FastJets::ANTIKT, 0.2);
FastJets fj03(fs, FastJets::ANTIKT, 0.3);
FastJets fj04(fs, FastJets::ANTIKT, 0.4);
fj02.useInvisibles();
fj03.useInvisibles();
fj04.useInvisibles();
addProjection(fj02, "Jets02");
addProjection(fj03, "Jets03");
addProjection(fj04, "Jets04");
- _h_z02_p = bookHistogram1D("z02_p",binEdges(5, 1, 1));
- _h_z02_c = bookHistogram1D("z02_c",binEdges(5, 1, 1));
- _h_pt02_p = bookHistogram1D("pt02_p",binEdges(7, 1, 1));
- _h_pt02_c = bookHistogram1D("pt02_c",binEdges(7, 1, 1));
- _h_z03_p = bookHistogram1D("z03_p",binEdges(6, 1, 1));
- _h_z03_c = bookHistogram1D("z03_c",binEdges(6, 1, 1));
- _h_pt03_p = bookHistogram1D("pt03_p",binEdges(8, 1, 1));
- _h_pt03_c = bookHistogram1D("pt03_c",binEdges(8, 1, 1));
+ _h_z02_p = bookHisto1D("z02_p",refData(5, 1, 1));
+ _h_z02_c = bookHisto1D("z02_c",refData(5, 1, 1));
+ _h_pt02_p = bookHisto1D("pt02_p",refData(7, 1, 1));
+ _h_pt02_c = bookHisto1D("pt02_c",refData(7, 1, 1));
+ _h_z03_p = bookHisto1D("z03_p",refData(6, 1, 1));
+ _h_z03_c = bookHisto1D("z03_c",refData(6, 1, 1));
+ _h_pt03_p = bookHisto1D("pt03_p",refData(8, 1, 1));
+ _h_pt03_c = bookHisto1D("pt03_c",refData(8, 1, 1));
for (size_t i = 0; i < _ncentbins; ++i) {
- _h_z04[i] = bookHistogram1D(1, 1, i+1);
- _h_pt04[i] = bookHistogram1D(2, 1, i+1);
+ _h_z04[i] = bookHisto1D(1, 1, i+1);
+ _h_pt04[i] = bookHisto1D(2, 1, i+1);
}
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
const Jets jets02 = applyProjection<FastJets>(event, "Jets02").jetsByPt();
const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt();
const Jets jets04 = applyProjection<FastJets>(event, "Jets04").jetsByPt();
const ChargedFinalState& tracks = applyProjection<ChargedFinalState>(event, "CFS");
const IdentifiedFinalState& muons = applyProjection<IdentifiedFinalState>(event, "MUFS");
foreach (Jet jet, jets02){
if (jet.momentum().pT() > 85.*GeV && fabs(jet.momentum().eta()) < 2.1){
bool isolated(true);
foreach (Jet otherjet, jets02) {
if (otherjet.momentum().pT() > 42.6*GeV &&
deltaR(otherjet,jet) < 1. && otherjet.momentum()!=jet.momentum()) {
isolated = false;
break;
}
}
bool mu(false);
foreach (Particle muon, muons.particles()) {
if ((deltaR(jet,muon)) < 0.4) {
mu=true;
break;
}
}
if (isolated && !mu) {
_sumjets02 += event.weight();
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,jet));
if (dR < 0.4){
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().pT());
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_pt02_p->fill(pt,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_pt02_c->fill(pt,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_z02_p->fill(z,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_z02_c->fill(z,weight);
}
}
}
}
}
foreach (Jet jet, jets03){
if (jet.momentum().pT() > 92.*GeV
&& fabs(jet.momentum().eta()) < 2.1){
bool isolated(true);
foreach (Jet otherjet, jets03) {
if (otherjet.momentum().pT() > 46.*GeV &&
deltaR(otherjet,jet) < 1. && otherjet.momentum()!=jet.momentum()) {
isolated = false;
break;
}
}
bool mu(false);
foreach (Particle muon, muons.particles()) {
if ((deltaR(jet,muon)) < 0.4) {
mu=true;
break;
}
}
if (isolated && !mu) {
_sumjets03 += event.weight();
double dRmin(3.),dR;
FourMomentum newaxis(jet.momentum());
foreach (Jet jet02, jets02){
dR=deltaR(jet,jet02);
if (jet.momentum().pT() > 25.*GeV
&& fabs(jet.momentum().eta()) < 2.1
&& dR < dRmin){
dRmin=dR;
newaxis=jet02.momentum();
}
}
foreach (Particle track, tracks.particles()){
dR=deltaR(track,newaxis);
if (dR < 0.4) {
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().Et());
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_pt03_p->fill(pt,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_pt03_c->fill(pt,weight);
if (cent<0. || (cent>=0.6 && cent<0.8)) _h_z03_p->fill(z,weight);
if (cent<0. || (cent>=0.0 && cent<0.1)) _h_z03_c->fill(z,weight);
}
}
}
}
}
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent > _centedges[i] && cent < _centedges[i+1])) {
foreach (Jet jet, jets04){
if (jet.momentum().pT() > 100.*GeV && fabs(jet.momentum().eta()) < 2.1){
bool isolated(true);
foreach (Jet otherjet, jets04) {
if (otherjet.momentum().pT() > 50.*GeV &&
deltaR(otherjet,jet) < 1. && otherjet.momentum()!=jet.momentum()) {
isolated = false;
break;
}
}
bool mu(false);
foreach (Particle muon, muons.particles()) {
if ((deltaR(jet,muon)) < 0.4) {
mu=true;
break;
}
}
if (isolated && !mu) {
_sumjets04[i] += event.weight();
double dRmin(3.),dR;
FourMomentum newaxis(jet.momentum());
foreach (Jet jet02, jets02){
dR=deltaR(jet,jet02);
if (jet.momentum().pT() > 25.*GeV && fabs(jet.momentum().eta()) < 2.1 && dR < dRmin){
dRmin=dR;
newaxis=jet02.momentum();
}
}
foreach (Particle track, tracks.particles()){
dR=deltaR(track,newaxis);
if (dR < 0.4) {
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().Et());
_h_pt04[i]->fill(pt,weight);
_h_z04[i]->fill(z,weight);
}
}
}
}
}
}
}
}
/// Finalize
void finalize() {
if (_sumjets02==0.) _sumjets02=1.;
if (_sumjets03==0.) _sumjets03=1.;
scale(_h_pt02_p,1./_sumjets02);
scale(_h_pt02_c,1./_sumjets02);
scale(_h_pt03_p,1./_sumjets03);
scale(_h_pt03_c,1./_sumjets03);
scale(_h_z02_p,1./_sumjets02);
scale(_h_z02_c,1./_sumjets02);
scale(_h_z03_p,1./_sumjets03);
scale(_h_z03_c,1./_sumjets03);
for (size_t i = 0; i < _ncentbins; ++i) {
if (_sumjets04[i]==0.) _sumjets04[i]=1.;
scale(_h_pt04[i],1./_sumjets04[i]);
scale(_h_z04[i],1./_sumjets04[i]);
}
}
private:
vector<double> _centedges;
size_t _ncentbins;
double _sumjets02,_sumjets03;
vector<double> _sumjets04;
- AIDA::IHistogram1D * _h_pt02_p;
- AIDA::IHistogram1D * _h_pt02_c;
- AIDA::IHistogram1D * _h_pt03_p;
- AIDA::IHistogram1D * _h_pt03_c;
- AIDA::IHistogram1D * _h_pt04[7];
- AIDA::IHistogram1D * _h_z02_p;
- AIDA::IHistogram1D * _h_z02_c;
- AIDA::IHistogram1D * _h_z03_p;
- AIDA::IHistogram1D * _h_z03_c;
- AIDA::IHistogram1D * _h_z04[7];
+ Histo1DPtr _h_pt02_p;
+ Histo1DPtr _h_pt02_c;
+ Histo1DPtr _h_pt03_p;
+ Histo1DPtr _h_pt03_c;
+ Histo1DPtr _h_pt04[7];
+ Histo1DPtr _h_z02_p;
+ Histo1DPtr _h_z02_c;
+ Histo1DPtr _h_z03_p;
+ Histo1DPtr _h_z03_c;
+ Histo1DPtr _h_z04[7];
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<ATLAS_CONF_2012_115> plugin_ATLAS_CONF_2012_115;
}
Index: trunk/code/CMS_HIN_12_004.cc
===================================================================
--- trunk/code/CMS_HIN_12_004.cc (revision 451)
+++ trunk/code/CMS_HIN_12_004.cc (revision 452)
@@ -1,110 +1,109 @@
-// -*- C++ -*-
-#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
-#include "Rivet/Tools/Logging.hh"
-#include "Rivet/Projections/FinalState.hh"
-#include "Rivet/Projections/ChargedFinalState.hh"
-#include "Rivet/Projections/FastJets.hh"
-/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
-
-namespace Rivet {
-
-
- class CMS_HIN_12_004 : public Analysis {
- public:
-
- /// @name Constructors etc.
- //@{
-
- /// Constructor
- CMS_HIN_12_004()
- : Analysis("CMS_HIN_12_004")
- {
- setBeams(PROTON, PROTON);
- setNeedsCrossSection(true);
- }
-
- //@}
-
-
- public:
-
- /// @name Analysis methods
- //@{
-
- /// Book histograms and initialise projections before the run
- void init() {
-
- _centedges += 0.0, 0.05, 0.1, 0.3, 0.5, 0.7, 0.9;
- _ncentbins = _centedges.size()-1;
-
- FinalState fs(-5.0, 5.0, 0.*GeV);
- addProjection(fs, "FS");
-
- FastJets fj(fs, FastJets::ANTIKT, 0.3);
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Tools/Logging.hh"
+#include "Rivet/Projections/FinalState.hh"
+#include "Rivet/Projections/ChargedFinalState.hh"
+#include "Rivet/Projections/FastJets.hh"
+/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
+
+namespace Rivet {
+
+
+ class CMS_HIN_12_004 : public Analysis {
+ public:
+
+ /// @name Constructors etc.
+ //@{
+
+ /// Constructor
+ CMS_HIN_12_004()
+ : Analysis("CMS_HIN_12_004")
+ {
+ setNeedsCrossSection(true);
+ }
+
+ //@}
+
+
+ public:
+
+ /// @name Analysis methods
+ //@{
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ _centedges += 0.0, 0.05, 0.1, 0.3, 0.5, 0.7, 0.9;
+ _ncentbins = _centedges.size()-1;
+
+ FinalState fs(-5.0, 5.0, 0.*GeV);
+ addProjection(fs, "FS");
+
+ FastJets fj(fs, FastJets::ANTIKT, 0.3);
fj.useInvisibles();
- addProjection(fj, "jets03");
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- _sumwtcentbins[i]=0.;
- stringstream ss; ss << "centbin_" << i;
- const string pname = ss.str();
- _histos[i] = bookHistogram1D(pname,binEdges(1, 1, i+1));
- _ratios[i] = bookHistogram1D(1, 1, i+1);
- }
- }
-
-
- /// Perform the per-event analysis
- void analyze(const Event& event) {
- const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
- const Jets jets = applyProjection<FastJets>(event, "jets03").jetsByPt(100.*GeV, 300.*GeV, -2., 2.);
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
- _sumwtcentbins[i]+=weight;
-// std::cout<<i<<" "<<cent<<" "<<jets.size()<<std::endl;
- foreach (Jet jet, jets){
-// std::cout<<jet.momentum().pT()<<std::endl;
- _histos[i]->fill(jet.momentum().pT(),weight);
- _ratios[i]->fill(jet.momentum().pT(),weight);
- }
- }
- }
-
- }
-
-
- /// Normalise histograms etc., after the run
- void finalize() {
-
- for (size_t i = 0; i < _ncentbins; ++i) {
- scale(_histos[i],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
- scale(_ratios[i],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
- }
-
- }
-
- //@}
-
-
- private:
-
- vector<double> _centedges;
- double _sumwtcentbins[6];
- size_t _ncentbins;
-
- private:
-
- AIDA::IHistogram1D *_histos[6];
- AIDA::IHistogram1D *_ratios[6];
-
- };
-
-
-
- // The hook for the plugin system
- DECLARE_RIVET_PLUGIN(CMS_HIN_12_004);
-
-}
+ addProjection(fj, "jets03");
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ _sumwtcentbins[i]=0.;
+ stringstream ss; ss << "centbin_" << i;
+ const string pname = ss.str();
+ _histos[i] = bookHisto1D(pname,refData(1, 1, i+1));
+ _ratios[i] = bookHisto1D(1, 1, i+1);
+ }
+ }
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > 100.*GeV && Cuts::pT < 300.*GeV;
+ const Jets jets = applyProjection<FastJets>(event, "jets03").jetsByPt(cuts);
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
+ _sumwtcentbins[i]+=weight;
+// std::cout<<i<<" "<<cent<<" "<<jets.size()<<std::endl;
+ foreach (Jet jet, jets){
+// std::cout<<jet.momentum().pT()<<std::endl;
+ _histos[i]->fill(jet.momentum().pT(),weight);
+ _ratios[i]->fill(jet.momentum().pT(),weight);
+ }
+ }
+ }
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ for (size_t i = 0; i < _ncentbins; ++i) {
+ scale(_histos[i],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
+ scale(_ratios[i],crossSection()/(_sumwtcentbins[i]>0.?_sumwtcentbins[i]:1.));
+ }
+
+ }
+
+ //@}
+
+
+ private:
+
+ vector<double> _centedges;
+ double _sumwtcentbins[6];
+ size_t _ncentbins;
+
+ private:
+
+ Histo1DPtr _histos[6];
+ Histo1DPtr _ratios[6];
+
+ };
+
+
+
+ // The hook for the plugin system
+ DECLARE_RIVET_PLUGIN(CMS_HIN_12_004);
+
+}
Index: trunk/code/ALICE_GIRTH_4MOMSUB.plot
===================================================================
--- trunk/code/ALICE_GIRTH_4MOMSUB.plot (revision 0)
+++ trunk/code/ALICE_GIRTH_4MOMSUB.plot (revision 452)
@@ -0,0 +1,7 @@
+# BEGIN PLOT /ALICE_GIRTH_4MOMSUB/d01-x01-y01
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /ALICE_GIRTH_4MOMSUB/pp_g_*
+LogY=0
+# END PLOT
Index: trunk/code/ATLAS_2014_I1300152.cc
===================================================================
--- trunk/code/ATLAS_2014_I1300152.cc (revision 451)
+++ trunk/code/ATLAS_2014_I1300152.cc (revision 452)
@@ -1,255 +1,418 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/IdentifiedFinalState.hh"
#include "Rivet/Projections/FastJets.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
- class ATLAS_2014_I1300152 : public Analysis {
+using namespace fastjet;
+
+ struct FourMomComp {
+ bool operator() (const FourMomentum& p1, const FourMomentum& p2) const
+ {return p1.pT()<p2.pT();}
+ };
+
+#if MODE==0
+ class ATLAS_2014_I1300152_4MOMSUB : public Analysis {
+#elif MODE==1
+ class ATLAS_2014_I1300152_GRIDSUB2 : public Analysis {
+#endif
public:
/// @name Constructors etc.
//@{
/// Constructor
- ATLAS_2014_I1300152()
- : Analysis("ATLAS_2014_I1300152")
+#if MODE==0
+ ATLAS_2014_I1300152_4MOMSUB() : Analysis("ATLAS_2014_I1300152_4MOMSUB")
+#elif MODE==1
+ ATLAS_2014_I1300152_GRIDSUB2() : Analysis("ATLAS_2014_I1300152_GRIDSUB2")
+#endif
{
_ptmin += 85., 92., 100.;
_ptiso += 42.5, 46., 50.;
_etamax = 1.9;
+ _nphibins = 120; _netabins = 160;
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_centedges += 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.8;
_ncentbins = _centedges.size()-1;
_jetparams += 0.2, 0.3, 0.4;
_njetbins = _jetparams.size();
_sumjets.resize(_njetbins);
_rsumjets.resize(_njetbins);
for (size_t j = 0; j < _njetbins; ++j) {
_sumjets[j].resize(_ncentbins,0.);
_rsumjets[j].resize(_ncentbins-1,0.);
}
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 2.*GeV);
addProjection(cfs, "CFS");
IdentifiedFinalState mufs(-5.0, 5.0, 4.*GeV);
- mufs.acceptIdPair(MUON);
+ mufs.acceptIdPair(PID::MUON);
addProjection(mufs, "MUFS");
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "Jets" << j;
const string pname = ss.str();
_names[j] = pname;
FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
fj.useInvisibles();
addProjection(fj, pname);
}
for (size_t i = 0; i < _ncentbins; ++i) {
- _h_z[0][i] = bookHistogram1D(1, 1, i+1);
- _h_pt[0][i] = bookHistogram1D(2, 1, i+1);
+ _h_z[0][i] = bookHisto1D(1, 1, i+1);
+ _h_pt[0][i] = bookHisto1D(2, 1, i+1);
stringstream ssz; ssz << "FFz_0.3_" << i;
- _h_z[1][i] = bookHistogram1D(ssz.str(), binEdges(9, 1, i+1));
+ _h_z[1][i] = bookHisto1D(ssz.str(), refData(9, 1, 1));
stringstream sspt; sspt << "FFpt_0.3_" << i;
- _h_pt[1][i] = bookHistogram1D(sspt.str(), binEdges(10, 1, i+1));
- _h_z[2][i] = bookHistogram1D(5, 1, i+1);
- _h_pt[2][i] = bookHistogram1D(6, 1, i+1);
+ _h_pt[1][i] = bookHisto1D(sspt.str(), refData(10, 1, 1));
+ _h_z[2][i] = bookHisto1D(5, 1, i+1);
+ _h_pt[2][i] = bookHisto1D(6, 1, i+1);
if (i < _ncentbins-1) {
- _h_r_z[0][i] = bookHistogram1D(3, 1, i+1);
- _h_r_pt[0][i] = bookHistogram1D(4, 1, i+1);
- _h_r_z[1][i] = bookHistogram1D(9, 1, i+1);
- _h_r_pt[1][i] = bookHistogram1D(10,1, i+1);
- _h_r_z[2][i] = bookHistogram1D(7, 1, i+1);
- _h_r_pt[2][i] = bookHistogram1D(8, 1, i+1);
+ _h_r_z[0][i] = bookHisto1D(3, 1, i+1);
+ _h_r_pt[0][i] = bookHisto1D(4, 1, i+1);
+ _h_r_z[1][i] = bookHisto1D(9, 1, i+1);
+ _h_r_pt[1][i] = bookHisto1D(10,1, i+1);
+ _h_r_z[2][i] = bookHisto1D(7, 1, i+1);
+ _h_r_pt[2][i] = bookHisto1D(8, 1, i+1);
}
}
}
+
+
+ /// extract thermal momenta, that should be subtracted, from HepMC event
+ vector<FourMomentum> extractThermalMomenta(const Event & event) {
+ vector<FourMomentum> thermom;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (p->status() == 3) {
+ thermom.push_back(mom);
+ }
+ }
+ return thermom;
+ }
+
+
+ /// build map from dummy particles to thermal momenta to speed up subtraction
+ map<FourMomentum, FourMomentum, FourMomComp> buildThMomMap(const Event & event, const vector<FourMomentum> * thermom) {
+ map<FourMomentum, FourMomentum, FourMomComp> thmap;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (mom.E() < 1e-5 && mom.E() > 1e-7) {
+ FourMomentum dummy(mom);
+ dummy *= 10000.;
+ double dRmin(1.);
+ FourMomentum match;
+ foreach (FourMomentum tm, *thermom) {
+ double dR(deltaR(dummy, tm));
+ if (dR < dRmin) {
+ dRmin = dR;
+ match = tm;
+ }
+ }
+ if (dRmin < 1e-5) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = thmap.find(mom);
+ if (mapit != thmap.end()) {
+ cout<<"Error: dummy is already in map.\n";
+ cout<<mapit->first<<endl;
+ cout<<mapit->second<<endl;
+ cout<<match<<endl;
+ }
+ thmap[mom]=match;
+ }
+ }
+ }
+ return thmap;
+ }
+
+
+ /// 4-momentum subtraction
+ FourMomentum SubtractJetMom(Jet jet, map<FourMomentum, FourMomentum, FourMomComp> * tmmap, double fac = 1.) {
+ if (tmmap->empty()) return jet.momentum();
+ FourMomentum sub(0.,0.,0.,0.);
+ foreach (Particle part, jet.constituents()) {
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = (*tmmap).find(part.momentum());
+ if (mapit == (*tmmap).end()) cout<<"Error: did not find matching scattering centre in map.\n"<<part.momentum()<<endl;
+ else sub += mapit->second;
+ }
+ }
+ FourMomentum jetmom(jet.momentum());
+ //cout<<"Original momentum: "<<jetmom<<endl;
+ jetmom -= sub;
+ //cout<<"subtracted momentum: "<<jetmom<<endl;
+ //cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
+ return jetmom;
+ }
+
+
+/// initialise and fill grid for grid subtration
+ vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
+ // initialise grid
+ vector<vector<FourMomentum> > grid;
+ grid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+
+ // fill grid
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (fabs(mom.eta()) < 4.) {
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ if (p->status() == 3) {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() - mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() - mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() - mom.pz());
+ }
+ else {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
+ }
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ if (p->status() == 3) {
+ double rho(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
+ }
+ else {
+ // use this for standard recoil treatment
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ }*/
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ }
+ return grid;
+ }
+
+
+
+/// 4-momentum adapter
+ FourMomentum Get4Mom(PseudoJet pjet){
+ FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
+ return mom;
+ }
+
+
+
+
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+
+#if MODE==0
+ vector<FourMomentum> thermom = extractThermalMomenta(event);
+ map<FourMomentum, FourMomentum, FourMomComp> thmommap = buildThMomMap(event, &thermom);
+#elif MODE==1
+ PseudoJets pevent, pjets;
+ std::set<std::pair<size_t,size_t> > gridevent;
+ vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ if (grid[i][k].E() > 0. ) {
+ PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
+ pevent.push_back(part);
+ }
+ }
+#endif
+
Jets jets[3];
for (size_t j = 0; j < _njetbins; ++j) {
- jets[j] = applyProjection<FastJets>(event, _names[j]).jetsByPt(_ptiso[j]*GeV, MAXDOUBLE*GeV, -_etamax, _etamax);
+ //Cut cuts = Cuts::abseta < _etamax && Cuts::pT > _ptiso[j]*GeV;
+ //jets[j] = applyProjection<FastJets>(event, _names[j]).jetsByPt(cuts);
+#if MODE==0
+ Jets unsubjets = applyProjection<FastJets>(event, _names[j]).jetsByPt();
+ foreach (Jet jet, unsubjets) {
+ FourMomentum jetsub = SubtractJetMom(jet, &thmommap, 1.);
+ if (fabs(jetsub.eta()) < _etamax && jetsub.pT() > _ptiso[j]*GeV) jets[j].push_back(Jet(jetsub));
+ }
+#elif MODE==1
+ JetDefinition jet_def(antikt_algorithm, _jetparams[j]);
+ ClusterSequence cs(pevent, jet_def);
+ pjets = sorted_by_pt(cs.inclusive_jets());
+ foreach (PseudoJet pjet, pjets) {
+ if (fabs(pjet.eta()) < _etamax && pjet.pt() > _ptiso[j]*GeV) jets[j].push_back(Jet(pjet));
+ }
+#endif
}
+
const ChargedFinalState& tracks = applyProjection<ChargedFinalState>(event, "CFS");
const IdentifiedFinalState& muons = applyProjection<IdentifiedFinalState>(event, "MUFS");
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
for (size_t j = 0; j < _njetbins; ++j) {
foreach (Jet jet, jets[j]){
if (jet.momentum().pT() > _ptmin[j]*GeV){
bool isolated(true);
foreach (Jet otherjet, jets[j]) {
if (deltaR(otherjet,jet) < 1. && otherjet.momentum()!=jet.momentum()) {
isolated = false;
break;
}
}
bool mu(false);
foreach (Particle muon, muons.particles()) {
if ((deltaR(jet,muon)) < 0.4) {
mu=true;
break;
}
- }
- if (isolated && !mu) {
- _sumjets[j][i] += event.weight();
- FourMomentum newaxis(jet.momentum());
- if (j > 0) {
- // for R=0.3, 0.4 find closest R=0.2 jet
- double dRmin(0.3),dR;
- foreach (Jet jet02, jets[0]){
- dR=deltaR(jet,jet02);
- if (dR < dRmin){
- dRmin=dR;
- newaxis=jet02.momentum();
- }
- }
- }
- foreach (Particle track, tracks.particles()){
- double dR(deltaR(track,newaxis));
- if (dR < 0.4){
- double pt(track.momentum().pT());
- double z(pt*cos(dR)/jet.momentum().pT());
- _h_z[j][i]->fill(z,weight);
- _h_pt[j][i]->fill(pt,weight);
- if (i == _ncentbins-1) {
- for (size_t k = 0; k < _ncentbins-1; ++k) {
- _h_r_z[j][k]->fill(z,weight);
- _h_r_pt[j][k]->fill(pt,weight);
- }
- }
}
if (isolated && !mu) {
_sumjets[j][i] += event.weight();
if (i == _ncentbins-1) {
for (size_t k = 0; k < _ncentbins-1; ++k) {
_rsumjets[j][k] += event.weight();
}
}
else _rsumjets[j][i] += event.weight();
FourMomentum newaxis(jet.momentum());
if (j > 0) {
// for R=0.3, 0.4 find closest R=0.2 jet
double dRmin(0.3),dR;
foreach (Jet jet02, jets[0]){
dR=deltaR(jet,jet02);
if (dR < dRmin){
dRmin=dR;
newaxis=jet02.momentum();
}
}
}
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,newaxis));
if (dR < 0.4){
double pt(track.momentum().pT());
double z(pt*cos(dR)/jet.momentum().pT());
_h_z[j][i]->fill(z,weight);
_h_pt[j][i]->fill(pt,weight);
if (i == _ncentbins-1) {
for (size_t k = 0; k < _ncentbins-1; ++k) {
_rsumjets[j][k] += event.weight();
_h_r_z[j][k]->fill(z,weight);
_h_r_pt[j][k]->fill(pt,weight);
}
}
else {
_rsumjets[j][i] += event.weight();
_h_r_z[j][i]->fill(z,weight);
_h_r_pt[j][i]->fill(pt,weight);
}
}
}// end loop over all charged particles
}// end IF jet is isolated and contains no muon
}// end IF jet passes pt cut
}// end loop over all jets
}// end loop over jet radii
}// end IF in centrality bin
}// end loop over centrality bins
}
/// Normalise histograms etc., after the run
void finalize() {
for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t j = 0; j < _njetbins; ++j) {
scale(_h_z[j][i],(_sumjets[j][i]==0.?0.:1./_sumjets[j][i]));
scale(_h_pt[j][i],(_sumjets[j][i]==0.?0.:1./_sumjets[j][i]));
if (i < _ncentbins-1) {
scale(_h_r_z[j][i],(_rsumjets[j][i]==0.?0.:1./_rsumjets[j][i]));
scale(_h_r_pt[j][i],(_rsumjets[j][i]==0.?0.:1./_rsumjets[j][i]));
}
}
}
}
//@}
private:
vector<double> _centedges, _jetparams;
size_t _ncentbins, _njetbins;
+ size_t _nphibins, _netabins;
vector<vector<double> > _sumjets, _rsumjets;
vector<double> _ptmin, _ptiso;
double _etamax;
string _names[3];
private:
/// @name Histograms
//@{
- AIDA::IHistogram1D * _h_pt[3][7];
- AIDA::IHistogram1D * _h_z[3][7];
- AIDA::IHistogram1D * _h_r_pt[3][6];
- AIDA::IHistogram1D * _h_r_z[3][6];
+ Histo1DPtr _h_pt[3][7];
+ Histo1DPtr _h_z[3][7];
+ Histo1DPtr _h_r_pt[3][6];
+ Histo1DPtr _h_r_z[3][6];
//@}
};
// The hook for the plugin system
- DECLARE_RIVET_PLUGIN(ATLAS_2014_I1300152);
-
+#if MODE==0
+ DECLARE_RIVET_PLUGIN(ATLAS_2014_I1300152_4MOMSUB);
+#elif MODE==1
+ DECLARE_RIVET_PLUGIN(ATLAS_2014_I1300152_GRIDSUB2);
+#endif
+
}
Index: trunk/code/MC_SOFTDROP_4MOMSUB.plot
===================================================================
--- trunk/code/MC_SOFTDROP_4MOMSUB.plot (revision 451)
+++ trunk/code/MC_SOFTDROP_4MOMSUB.plot (revision 452)
@@ -1,266 +1,340 @@
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/*
Title=parton level, with recoils, 4-momentum subtraction
-#END PLOT
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/area_vs_zg_l_R0.4
+XLabel=$z_g$
+YLabel=$\langle A \rangle$
+CustomLegend=anti-$k_\perp$ R=0.4\\ leading sub-jet
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/area_vs_zg_s_R0.4
+XLabel=$z_g$
+YLabel=$\langle A \rangle$
+CustomLegend=anti-$k_\perp$ R=0.4\\ sub-leading sub-jet
+LogY=0
+# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/deltaR_*
XLabel=$\Delta R_{12}$
YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}\Delta R_{12}$
-LogY=1
+LogY=0
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/deltaR_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/deltaR_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/dR_*
+XLabel=$\Delta R_{12}$
+YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}\Delta R_{12}$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/dR_zgbins_0_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.1 < z_g < 0.2$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/dR_zgbins_1_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.2 < z_g < 0.3$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/dR_zgbins_2_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.3 < z_g < 0.4$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/dR_zgbins_3_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.4 < z_g < 0.5$
+# END PLOT
+
+
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/g_vs_zg_*
XLabel=$z_g$
YLabel=$\langle \text{sub-jet }g\rangle$
LogY=0
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/g_vs_zg_l_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/g_vs_zg_l_R1
CustomLegend=anti-$k_\perp$ R=1\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/g_vs_zg_s_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/g_vs_zg_s_R1
CustomLegend=anti-$k_\perp$ R=1\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/girth_*
XLabel=$g$
YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}g$
LogY=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/girth_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/girth_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/groomed_ptratio_*
XLabel=$p_{\perp,g}/p_\perp^J$
YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}(p_{\perp,g}/p_\perp^J)$
LegendXPos=0.1
LogY=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/groomed_ptratio_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/groomed_ptratio_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/jetpt*
XLabel=$p_\perp^J\,\mathrm{GeV}$
YLabel=$1/N_\text{evt}\ \mathrm{d}NJ/\mathrm{d}p_\perp^J$
LogY=1
RatioPlotYMin=0.
RatioPlotYMax=1.2
Rebin=4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/jetpt_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/jetpt_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/nstep*
XLabel=$N_\text{step}$
YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}N_\text{step}$
LogY=1
#YMin=0.
#YMax=8.
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/nstep_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/nstep_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/nstep_dRcut_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\$\Delta R_{12}>0.1$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/nstep_dRcut_R1
CustomLegend=anti-$k_\perp$ R=1\\$\Delta R_{12}>0.1$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recen_vs_zg_*
XLabel=$z_g$
YLabel=$\langle E^\text{(rec)}/E^\text{(jet)} \rangle$
LogY=0
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recen_vs_zg_l_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recen_vs_zg_l_R1
CustomLegend=anti-$k_\perp$ R=1\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recen_vs_zg_s_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recen_vs_zg_s_R1
CustomLegend=anti-$k_\perp$ R=1\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_vs_zg_*
XLabel=$z_g$
YLabel=$\langle p_\perp^\text{(rec)}/p_\perp^\text{(jet)} \rangle$
LogY=0
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_vs_zg_l_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_vs_zg_l_R1
CustomLegend=anti-$k_\perp$ R=1\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_vs_zg_s_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_vs_zg_s_R1
CustomLegend=anti-$k_\perp$ R=1\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_abs_vs_zg_*
XLabel=$z_g$
YLabel=$\langle p_\perp^\text{(rec)} \rangle$
LogY=0
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_abs_vs_zg_l_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_abs_vs_zg_l_R1
CustomLegend=anti-$k_\perp$ R=1\\ leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_abs_vs_zg_s_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ sub-leading sub-jet
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_abs_vs_zg_s_R1
CustomLegend=anti-$k_\perp$ R=1\\ sub-leading sub-jet
# END PLOT
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/recpt_all_*
+XLabel=$z_g$
+YLabel=$\langle p_\perp^\text{(rec)}/p_\perp^\text{(jet)} \rangle$
+LogY=0
+# END PLOT
+
+
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/sc_pt_aft
Title=scattering centres after interaction
XLabel=$p_\perp^\text{(sc)}\,\mathrm{GeV}$
YLabel=$1/N_\text{sc}\ \mathrm{d}NJ/\mathrm{d}p_\perp^\text{(sc)}$
LogY=1
Rebin=4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/sc_pt_bef
Title=scattering centres before interaction
XLabel=$p_\perp^\text{(sc)}\,\mathrm{GeV}$
YLabel=$1/N_\text{sc}\ \mathrm{d}NJ/\mathrm{d}p_\perp^\text{(sc)}$
LogY=1
Rebin=4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg*
XLabel=$z_g$
-YLabel=$1/N_J\ \mathrm{d}NJ/\mathrm{d}z_g$
+YLabel=$1/N_J\ \mathrm{d}N_J/\mathrm{d}z_g$
LogY=0
YMin=0.
YMax=8.
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_R0.4
CustomLegend=anti-$k_\perp$ R=0.4
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_R1
CustomLegend=anti-$k_\perp$ R=1
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRcut_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRcut_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRcut_nstep0_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$\\ $N_\text{step} = 0$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRcut_nstep0_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$\\$N_\text{step} = 0$
# END PLOT
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRbins_0_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0 \le \Delta R_{12} < 0.1$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRbins_1_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.1 \le \Delta R_{12} < 0.2$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRbins_2_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.2 \le \Delta R_{12} < 0.3$
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dRbins_3_R0.4
+CustomLegend=anti-$k_\perp$ R=0.4\\ $0.3 \le \Delta R_{12} < 0.4$
+# END PLOT
+
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_0_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$\\ $0\cdot R \le g < 0.1\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_0_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$\\ $0\cdot R \le g < 0.1\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_1_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$\\ $0.1\cdot R \le g < 0.2\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_1_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$\\ $0.1\cdot R \le g < 0.2\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_2_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$\\ $0.2\cdot R \le g < 0.3\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_2_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$\\ $0.2\cdot R \le g < 0.3\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_3_R0.4
CustomLegend=anti-$k_\perp$ R=0.4\\ $\Delta R_{12}>0.1$\\ $0.3\cdot R \le g < 1\cdot R$
# END PLOT
# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_girth_3_R1
CustomLegend=anti-$k_\perp$ R=1\\ $\Delta R_{12}>0.1$\\ $0.3\cdot R \le g < 1\cdot R$
# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dR_2d
+XMin=0.1
+XMax=0.5
+YMin=0.
+YMax=0.6
+# END PLOT
+
+# BEGIN PLOT /MC_SOFTDROP_4MOMSUB/zg_dR_pass_2d
+XMin=0.1
+XMax=0.5
+YMin=0.1
+YMax=0.6
+# END PLOT
Index: trunk/code/CMS_2013_I1256590_CHARGED.plot
===================================================================
--- trunk/code/CMS_2013_I1256590_CHARGED.plot (revision 0)
+++ trunk/code/CMS_2013_I1256590_CHARGED.plot (revision 452)
@@ -0,0 +1,81 @@
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d01-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d01-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\rho(r)$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d01-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$r$
+YLabel=$\rho_\text{PbPb}/\rho_\text{pp}$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d02-x01-y01
+Title=PbPb 0-10
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d02-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$r$
+YLabel=$\Psi(r)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d03-x01-y01
+Title=PbPb 0-10
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d03-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$\xi = \ln(1/z)$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}\xi$
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d03-x01-y03
+Title=PbPb(0-10)/pp
+XLabel=$\xi = \ln(1/z)$
+YLabel=$D_\text{PbPb}(\xi)/D_\text{pp}(\xi)$
+LogY=0
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d04-x01-y01
+Title=PbPb 0-10
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d04-x01-y02
+Title=pp smeared to PbPb resolution
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$1/N_\text{jet}\, \text{d}N_\text{track}/\text{d}p_\perp\, [\text{GeV}^{-1}]$
+LogX=1
+LogY=1
+# END PLOT
+
+# BEGIN PLOT /CMS_2013_I1256590_CHARGED/d04-x01-y03
+Title=PbPb(0-10)-pp
+XLabel=$p_\perp\, [\text{GeV}]$
+YLabel=$D_\text{PbPb}(p_\perp)-D_\text{pp}(p_\perp)$
+LogX=1
+LogY=0
+# END PLOT
+
+
Index: trunk/code/JEWEL_MethodComparisons.cc
===================================================================
--- trunk/code/JEWEL_MethodComparisons.cc (revision 451)
+++ trunk/code/JEWEL_MethodComparisons.cc (revision 452)
@@ -1,441 +1,448 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include "fastjet/AreaDefinition.hh"
#include "fastjet/ClusterSequence.hh"
#include "fastjet/ClusterSequenceArea.hh"
#include "HepMC/GenParticle.h"
#include "HepMC/GenEvent.h"
#include "HepMC/GenCrossSection.h"
namespace Rivet {
class JEWEL_MethodComparisons : public Analysis {
public:
JEWEL_MethodComparisons(string name = "JEWEL_MethodComparisons")
: Analysis(name)
{
setNeedsCrossSection(true);
isworecoils=true;
doGridSub=false;
do4MomSub=false;
}
//! candidates inside jets. need to draw a grid inside each jet to fill with candidates
struct candidate{
//! these are the boundaries
double etaMin;
double phiMin;
double etaMax;
double phiMax;
//! Pseudojets will have the objects inside
PseudoJets objects;
vector <int> jetID;
//! Four momeentum to get useful informations like eta, phi, mass, pT etc...
FourMomentum candMom;
FourMomentum bkgMom;
double sumnegpT;
double sumpT;
};
std::pair<int,int> FindCandidateBin(double eta, double phi){
int etaloc = -9;
int philoc = -9;
for(unsigned x = 0; x<_etabins.size()-1; ++x){
for(unsigned y = 0; y<_phibins.size()-1; ++y){
if(eta >= _etabins[x] && eta < _etabins[x+1] &&
phi >= _phibins[y] && phi < _phibins[y+1]){
etaloc = x;
philoc = y;
}
}
}
if(etaloc == -9 || philoc == -9)
return std::pair<int,int>(-1,-1);
else
return std::pair<int,int>(etaloc,philoc);
}
struct jetcomp{
bool operator() (const PseudoJet jet1, const PseudoJet jet2) const
{
if (jet1.pt() > jet2.pt()) return true;
else return false;
}
};
void init() {
_Nevents=0.0;
_Njets=0.0;
_jetR=0.4;
_pTCut=30.0;
- _jesCorrection=0.96;
+ //_jesCorrection=0.96;
+ _jesCorrection=1.;
_etaMax=2.4;
// or 25x25 for till eta 3, here we are only interested in eta <1.3 so till 2 is enough.
// 21x21 for eta 2
_phiMax=M_PI;
_delRMin=0.05;
//! eta bins from -5 to 5;
//! phi bins from -pi to pi
_Nbounds_eta = (int)2*_etaMax/(_delRMin);
_Nbounds_phi = (int)2*_phiMax/(_delRMin);
//! fill the grid:
for(int i = 0; i<=_Nbounds_eta; ++i){
double etax = -1*_etaMax + i*(double)2*_etaMax/_Nbounds_eta;
_etabins.push_back(etax);
}
for(int i = 0; i<=_Nbounds_phi; ++i){
double phix = -1*_phiMax + i*(double)2*_phiMax/_Nbounds_phi;
_phibins.push_back(phix);
}
printDebug = false;
if(printDebug)
std::cout<<"Grid we are using is ("<<_Nbounds_eta<<" x "<<_Nbounds_phi
<<") eta: [-"<<_etaMax<<", "<<_etaMax
<<"] phi: [-"<<_phiMax<<", "<<_phiMax<<"]"<<std::endl;
_h_JetpT = bookHisto1D("JetpT", 30, 100, 400);
- _h_JetMass = bookHisto1D("JetMass", 100, 0, 100);
+ //_h_JetMass = bookHisto1D("JetMass", 100, 0, 100);
+ _h_JetMass = bookHisto1D("JetMass", 50, 0., 100.);
_h_JetAj = bookHisto1D("JetAj", 30, 0, 1.);
_h_JetDphi = bookHisto1D("JetDphi", 30, 0., M_PI);
//! final state and jet projection
FinalState fs(-3.0, 3.0, 0.*GeV);
addProjection(fs, "FS");
addProjection(FastJets(fs, FastJets::ANTIKT, _jetR), "Jets");
}
void analyze(const Event& event) {
const double weight = event.weight();
const FastJets& Ajets = applyProjection<FastJets>(event, "Jets");
- Cut cuts = Cuts::etaIn(-2.0, 2.0) & (Cuts::pT > _pTCut*GeV);
+ Cut cuts = Cuts::etaIn(-2.0, 2.0) && (Cuts::pT > _pTCut*GeV);
const Jets ajets = Ajets.jetsByPt(cuts);
bool dijet = false;
if(ajets.size()>=2)
if(ajets.at(0).pt() >= 100 && ajets.at(1).pt() >= 30)
dijet=true;
if(isworecoils){
if(printDebug) std::cout<<"w/o recoils! "<<std::endl;
foreach ( const PseudoJet jet, ajets ) {
if(printDebug) std::cout<<"Jet pT = "<<jet.pt()<<std::endl;
_h_JetpT->fill(jet.pt(), weight);
if(jet.pt()>100){
_h_JetMass->fill(jet.m(), weight);
_Njets+=weight;
}
}
if(dijet){
_Nevents+=weight;
//! the Aj and delta phi
double Aj = (ajets.at(0).pt()-ajets.at(1).pt())/(ajets.at(0).pt()+ajets.at(1).pt());
_h_JetAj->fill(Aj, weight);
if(printDebug) std::cout<<"Aj = "<<Aj<<std::endl;
double dphi = ajets.at(0).phi() - ajets.at(1).phi();
if(dphi > M_PI) dphi = dphi-2*M_PI;
_h_JetDphi->fill(dphi, weight);
if(printDebug) std::cout<<"Dphi = "<<dphi<<std::endl;
}
}
dijet=false;
if(doGridSub || do4MomSub){
//! get the scattered particles from the gen event:
vector <HepMC::GenParticle*> pscat;
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
if(p->status() == 3)
pscat.push_back((HepMC::GenParticle*)p);
}
bool doSubtraction = true;
if(pscat.size() == 0)
doSubtraction = false;
if(doGridSub){
//! initialize the grid
vector <vector<candidate> > grid;
for(int x = 0; x<_Nbounds_eta; ++x){
vector <candidate> xgrid;
for(int y = 0; y<_Nbounds_phi; ++y){
candidate test;
test.etaMin = _etabins[x];
test.phiMin = _phibins[y];
test.etaMax = _etabins[x+1];
test.phiMax = _phibins[y+1];
test.sumnegpT = 0.0;
xgrid.push_back(test);
}
grid.push_back(xgrid);
xgrid.clear();
}
//! Now loop over all the jets and fill their constituents into the grid
int jetcounter = 0;
foreach ( const PseudoJet jet, ajets ) {
jetcounter++;
//! loop over the candidates of the jet and include them in the grid
foreach ( const PseudoJet c, jet.constituents() ){
double ceta = c.eta();
double cphi = c.phi_std();
std::pair<int,int> candpos = FindCandidateBin(ceta, cphi);
if(candpos.first!=-1 && candpos.second!=-1){
grid[candpos.first][candpos.second].objects.push_back(c);
grid[candpos.first][candpos.second].candMom+=FourMomentum(c.E(), c.px(), c.py(), c.pz());
grid[candpos.first][candpos.second].jetID.push_back(jetcounter);
grid[candpos.first][candpos.second].sumpT+=c.pt();
}
}
}// jet loop
//! Now loop over the scattering centers that are near jets and add that as BKG
if(doSubtraction){
for(unsigned ip = 0; ip<pscat.size(); ++ip){
double px,py,pz,E;
px = pscat[ip]->momentum().px();
py = pscat[ip]->momentum().py();
pz = pscat[ip]->momentum().pz();
E = pscat[ip]->momentum().e();
PseudoJet part(px,py,pz,E);
bool iJ = false;
foreach(const PseudoJet j, ajets){
double delR = deltaR(j.eta(), j.phi_std(), part.eta(), part.phi_std());
if(delR < _jetR){
iJ = true;
break;
}
}
if(iJ){
std::pair<int,int> candpos = FindCandidateBin(part.eta(), part.phi_std());
if(candpos.first!=-1 && candpos.second!=-1){
grid[candpos.first][candpos.second].objects.push_back(part);
grid[candpos.first][candpos.second].bkgMom+=FourMomentum(E, px, py, pz);
grid[candpos.first][candpos.second].sumpT-=part.pt();
}
}
}// scattering center loop
}// dosub
//! build up the pseudojets to do the clustering
PseudoJets pJet_sub;
for(int x = 0; x<_Nbounds_eta; ++x){
for(int y = 0; y<_Nbounds_phi; ++y){
FourMomentum jet_sub = grid[x][y].candMom;
if(doSubtraction)
jet_sub -= grid[x][y].bkgMom;
double px, py, pz, E;
if(doSubtraction && (grid[x][y].candMom.pT() - grid[x][y].bkgMom.pT() < 0.0)){
grid[x][y].sumnegpT += grid[x][y].bkgMom.pT() - grid[x][y].candMom.pT();
px = 0.0; py = 0.0; pz = 0.0; E = 0.0;
}else {
px = jet_sub.px();
py = jet_sub.py();
pz = jet_sub.pz();
E = jet_sub.E();
}
PseudoJet part_sub(px,py,pz,E);
if(part_sub.pt() != 0 && part_sub.E() != 0)
pJet_sub.push_back(part_sub);
}
}//!grid loop
fastjet::JetDefinition jet_def(fastjet::antikt_algorithm, _jetR);
fastjet::ClusterSequence cs_sub(pJet_sub, jet_def);
PseudoJets recoJets_bkgsub = sorted_by_pt(cs_sub.inclusive_jets(_pTCut));
if(recoJets_bkgsub.size()==0){
if(printDebug) std::cout<<"no reconstructed jets"<<std::endl;
vetoEvent;
}
if(printDebug) std::cout<<"GridSub! "<<std::endl;
foreach ( const PseudoJet jet, recoJets_bkgsub ) {
if(printDebug) std::cout<<"Jet pT = "<<jet.pt()<<std::endl;
_h_JetpT->fill(_jesCorrection*jet.pt(), weight);
if(jet.pt() > 100 ){
_h_JetMass->fill(jet.m(), weight);
_Njets+=weight;
}
}
//! the Aj and delta phi
if(recoJets_bkgsub.size()>=2){
if(recoJets_bkgsub.at(0).pt()>=100 && recoJets_bkgsub.at(1).pt() >= 30){
_Nevents+=weight;
double Aj = (recoJets_bkgsub.at(0).pt()-recoJets_bkgsub.at(1).pt())/
(recoJets_bkgsub.at(0).pt()+recoJets_bkgsub.at(1).pt());
_h_JetAj->fill(Aj, weight);
if(printDebug) std::cout<<"Aj = "<<Aj<<std::endl;
double dphi = recoJets_bkgsub.at(0).phi() - recoJets_bkgsub.at(1).phi();
if(dphi > M_PI) dphi = dphi-2*M_PI;
_h_JetDphi->fill(dphi, weight);
if(printDebug) std::cout<<"Dphi = "<<dphi<<std::endl;
}
}
}//! doGridSub
if(do4MomSub){
+// cout<<"---------------------------------------\n";
+// cout<<"Raghav: event number "<<event.genEvent()->event_number()<<endl;
PseudoJets jets_bkgsub;
//! loop over the jets: at the moment plotting for each event
foreach (const PseudoJet jet, ajets){
FourMomentum jt, bkg, jt_sub;
//! constituents map
- foreach (const fastjet::PseudoJet &c, jet.constituents()){
+ /*foreach (const fastjet::PseudoJet &c, jet.constituents()){
jt += FourMomentum(c.E(), c.px(), c.py(), c.pz());
- }
+ }*/
+ jt = FourMomentum(jet.E(), jet.px(), jet.py(), jet.pz());
+
if(doSubtraction){
for(unsigned ip = 0; ip<pscat.size(); ++ip){
// double _partpT = sqrt(pscat[ip]->momentum().px()*pscat[ip]->momentum().px() +
// pscat[ip]->momentum().py()*pscat[ip]->momentum().py());
bool isinJet = false;
double _delRSmall = 100;
double _delRposition = 0;
int counter = 0;
// double constituentMatch_phi = 0.0;
// double constituentMatch_eta = 0.0;
foreach (const fastjet::PseudoJet &c, jet.constituents()){
+ if (c.E() > 1e-5) continue;
const double _delRTruth = deltaR(pscat[ip]->momentum().eta(), pscat[ip]->momentum().phi(), c.eta(), c.phi_std());
if(_delRTruth < 1e-5){
_delRSmall = _delRTruth;
_delRposition = counter;
isinJet = true;
// constituentMatch_phi = c.phi_std();
// constituentMatch_eta = c.eta();
}
counter++;
}// jet constituents loop
// sum the background contribution
if(isinJet){
/// Now we are in the scattered region
bkg += FourMomentum(pscat[ip]->momentum().e(),
pscat[ip]->momentum().px(),
pscat[ip]->momentum().py(),
pscat[ip]->momentum().pz());
}
}//! scattering center loop
jt_sub = jt - bkg;
}else
jt_sub = jt;
if(jt_sub.pT() <= _pTCut) continue;
jets_bkgsub.push_back(PseudoJet(jt_sub.px(), jt_sub.py(), jt_sub.pz(), jt_sub.E()));
}
if(jets_bkgsub.size()==0){
if(printDebug) std::cout<<"no reconstructed jets"<<std::endl;
vetoEvent;
}
if(printDebug) std::cout<<"4MomSub! "<<std::endl;
foreach ( const PseudoJet jet, jets_bkgsub ) {
if(printDebug) std::cout<<"Jet pT = "<<jet.pt()<<std::endl;
_h_JetpT->fill(jet.pt(), weight);
if(jet.pt() > 100){
_h_JetMass->fill(jet.m(), weight);
_Njets+=weight;
}
}
if(jets_bkgsub.size()>=2){
if(jets_bkgsub.at(0).pt() >= 100 && jets_bkgsub.at(1).pt() >= 30){
_Nevents+=weight;
//! the Aj and delta phi
double Aj = (jets_bkgsub.at(0).pt()-jets_bkgsub.at(1).pt())/
(jets_bkgsub.at(0).pt()+jets_bkgsub.at(1).pt());
_h_JetAj->fill(Aj, weight);
if(printDebug) std::cout<<"Aj = "<<Aj<<std::endl;
double dphi = jets_bkgsub.at(0).phi() - jets_bkgsub.at(1).phi();
if(dphi > M_PI) dphi = dphi-2*M_PI;
_h_JetDphi->fill(dphi, weight);
if(printDebug) std::cout<<"Dphi = "<<dphi<<std::endl;
}
}
}
}//! do sub methods
}//! analyze function
void finalize() {
scale(_h_JetpT, crossSection()/picobarn/sumOfWeights());
scale(_h_JetMass, 1./_Njets);
scale(_h_JetAj, 1./_Nevents);
scale(_h_JetDphi, 1./_Nevents);
}
protected:
double _Nevents;
double _Njets;
double _pTCut;
double _jetR;
double _jesCorrection;
bool printDebug;
vector<double> _etabins;
vector<double> _phibins;
int _Nbounds_eta;
int _Nbounds_phi;
double _delRMin;
double _etaMax;
double _phiMax;
bool doGridSub;
bool do4MomSub;
bool isworecoils;
private:
Histo1DPtr _h_JetpT;
Histo1DPtr _h_JetMass;
Histo1DPtr _h_JetAj;
Histo1DPtr _h_JetDphi;
};
class JEWEL_MethodComparisons_GridSub : public JEWEL_MethodComparisons {
public:
JEWEL_MethodComparisons_GridSub()
: JEWEL_MethodComparisons("JEWEL_MethodComparisons_GridSub")
{
isworecoils=false;
doGridSub=true;
do4MomSub=false;
}
};
class JEWEL_MethodComparisons_4MomSub : public JEWEL_MethodComparisons {
public:
JEWEL_MethodComparisons_4MomSub()
: JEWEL_MethodComparisons("JEWEL_MethodComparisons_4MomSub")
{
isworecoils=false;
doGridSub=false;
do4MomSub=true;
}
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(JEWEL_MethodComparisons);
DECLARE_RIVET_PLUGIN(JEWEL_MethodComparisons_GridSub);
DECLARE_RIVET_PLUGIN(JEWEL_MethodComparisons_4MomSub);
}
Index: trunk/code/MC_JETMASS.cc
===================================================================
--- trunk/code/MC_JETMASS.cc (revision 451)
+++ trunk/code/MC_JETMASS.cc (revision 452)
@@ -1,175 +1,172 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/LeadingParticlesFinalState.hh"
#include "Rivet/Projections/VetoedFinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "fastjet/internal/base.hh"
#include "fastjet/JetDefinition.hh"
#include "fastjet/AreaDefinition.hh"
#include "fastjet/ClusterSequence.hh"
#include "fastjet/ClusterSequenceArea.hh"
#include "fastjet/PseudoJet.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class MC_JETMASS : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
MC_JETMASS()
: Analysis("MC_JETMASS")
{ }
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
// Get leading photon
LeadingParticlesFinalState photonfs(FinalState(-5., 5., 5.0*GeV));
- photonfs.addParticleId(PHOTON);
+ photonfs.addParticleId(PID::PHOTON);
addProjection(photonfs, "LeadingPhoton");
// FS for jets excludes the leading photon
VetoedFinalState vfs(fs);
vfs.addVetoOnThisFinalState(photonfs);
addProjection(vfs, "JetFS");
FastJets fj(vfs, FastJets::ANTIKT, 0.4);
fj.useInvisibles();
addProjection(fj, "Jets");
- _h_jetmass = bookHistogram1D("jetmass", 100, 0., 100.);
- _h_jetmass2 = bookHistogram1D("jetmass2", 100, 0., 10000.);
- _h_jetinmass = bookHistogram1D("jetinmass", 100, 0., 100.);
- _h_jetinmassopt = bookHistogram1D("jetinmassopt", 100, 0., 1.);
- _h_jetpt = bookHistogram1D("jetpt", 100, 0., 300.);
- _h_jetmassbin = bookHistogram1D("jetmassbin", 100, 0., 100.);
- _h_jetinmassbin = bookHistogram1D("jetinmassbin", 100, 0., 100.);
- _h_jetmassdiff = bookHistogram1D("jetmassdiff",50, -4., 1.);
- _h_dmininmass = bookHistogram2D("dmininmass", 100, 0., 100., 100, 0., 100.);
- _h_dminmass = bookHistogram2D("dminmass", 100, 0., 100., 100, 0., 100.);
+ _h_jetmass = bookHisto1D("jetmass", 100, 0., 100.);
+ _h_jetmass2 = bookHisto1D("jetmass2", 100, 0., 10000.);
+ _h_jetinmass = bookHisto1D("jetinmass", 100, 0., 100.);
+ _h_jetinmassopt = bookHisto1D("jetinmassopt", 100, 0., 1.);
+ _h_jetpt = bookHisto1D("jetpt", 100, 0., 300.);
+ _h_jetmassbin = bookHisto1D("jetmassbin", 100, 0., 100.);
+ _h_jetinmassbin = bookHisto1D("jetinmassbin", 100, 0., 100.);
+ _h_jetmassdiff = bookHisto1D("jetmassdiff",50, -4., 1.);
+ _h_dmininmass = bookHisto2D("dmininmass", 100, 0., 100., 100, 0., 100.);
+ _h_dminmass = bookHisto2D("dminmass", 100, 0., 100., 100, 0., 100.);
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double inpt = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Ncoll_hard())*0.01:0.);
- const double inmass = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Npart_proj())*0.01:0.);
+ const double inpt = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Ncoll_hard())*0.01:0.);
+ const double inmass = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Npart_proj())*0.01:0.);
const ParticleVector photons = applyProjection<FinalState>(event, "LeadingPhoton").particles();
const Jets jets = applyProjection<FastJets>(event, "Jets").jetsByPt(20.*GeV);
if (jets.size() == 0) vetoEvent;
_h_jetinmass->fill(inmass, weight);
_h_jetinmassopt->fill(inmass/inpt, weight);
foreach(Jet jet, jets) {
double jetmass2(jet.momentum().mass2());
double jetmass(jetmass2>0.?sqrt(jetmass2):0.);
double jetpt = jet.momentum().pT();
_h_jetmass->fill(jetmass, weight);
_h_jetmass2->fill(jetmass2, weight);
_h_jetpt->fill(jetpt, weight);
if (jetpt > 100. && jetpt < 120.) {
_h_jetmassbin->fill(jetmass, weight);
_h_jetinmassbin->fill(inmass,weight);
}
}
Jet leadjet = jets[0];
double jetmass2(leadjet.momentum().mass2());
double jetmass(jetmass2>0.?sqrt(jetmass2):0.);
_h_jetmassdiff->fill((jetmass-inmass)/jetmass,weight);
- if (inpt > 100. && inpt < 120. && inmass > 20. && inmass < 30.) _h_mult_lowm->fill(mult_lowm,weight);
+ /*if (inpt > 100. && inpt < 120. && inmass > 20. && inmass < 30.) _h_mult_lowm->fill(mult_lowm,weight);
if (inpt > 100. && inpt < 120. && inmass > 60. && inmass < 70.) _h_mult_highm->fill(mult_highm,weight);
if (inpt > 40. && inpt < 50. && inmass > 20. && inmass < 30.) _h_mult_lowpt->fill(mult_lowpt,weight);
if (inpt > 100. && inpt < 120. && inmass > 20. && inmass < 30.) _h_mult_highpt->fill(mult_highpt,weight);
if (inmass/inpt < 0.2) _h_mult_lowmopt->fill(mult_lowmopt,weight);
- if (inmass/inpt > 0.5) _h_mult_highmopt->fill(mult_highmopt,weight);
+ if (inmass/inpt > 0.5) _h_mult_highmopt->fill(mult_highmopt,weight);*/
FastJets fjs(FastJets::JADE, 1.);
fjs.calc(leadjet.particles());
const fastjet::ClusterSequence* clusseq = fjs.clusterSeq();
//int nstep(clusseq->exclusive_jets(1)[0].constituents().size());
double dmin = clusseq->exclusive_dmerge(1);
// std::cout<<sqrt(dmin)<<" "<<inmass<<std::endl;
_h_dmininmass->fill(sqrt(dmin),inmass,1.);
_h_dminmass->fill(sqrt(dmin),jetmass,1.);
//std::cout<<dmin<<" "<<leadjet.momentum().mass2()<<" "<<inmass*inmass<<std::endl;
vector<fastjet::PseudoJet> pjets;
pjets = fastjet::sorted_by_pt(clusseq->exclusive_jets(1));
}
- }
-
/// Normalise histograms etc., after the run
void finalize() {
scale(_h_jetmass,crossSection()/sumOfWeights());
scale(_h_jetmass2,crossSection()/sumOfWeights());
scale(_h_jetinmass,crossSection()/sumOfWeights());
scale(_h_jetinmassopt,crossSection()/sumOfWeights());
scale(_h_jetpt,crossSection()/sumOfWeights());
scale(_h_jetmassbin,crossSection()/sumOfWeights());
scale(_h_jetinmassbin,crossSection()/sumOfWeights());
normalize(_h_dmininmass);
normalize(_h_dminmass);
normalize(_h_jetmassdiff);
}
//@}
private:
// Data members like post-cuts event weight counters go here
private:
/// @name Histograms
//@{
// AIDA::IProfile1D *_h_XXXX;
- AIDA::IHistogram1D *_h_jetmass;
- AIDA::IHistogram1D *_h_jetmass2;
- AIDA::IHistogram1D *_h_jetinmass;
- AIDA::IHistogram1D *_h_jetinmassopt;
- AIDA::IHistogram1D *_h_jetmassbin;
- AIDA::IHistogram1D *_h_jetinmassbin;
- AIDA::IHistogram1D *_h_jetpt;
- AIDA::IHistogram1D *_h_jetmassdiff;
- AIDA::IHistogram2D *_h_dmininmass;
- AIDA::IHistogram2D *_h_dminmass;
+ Histo1DPtr _h_jetmass;
+ Histo1DPtr _h_jetmass2;
+ Histo1DPtr _h_jetinmass;
+ Histo1DPtr _h_jetinmassopt;
+ Histo1DPtr _h_jetmassbin;
+ Histo1DPtr _h_jetinmassbin;
+ Histo1DPtr _h_jetpt;
+ Histo1DPtr _h_jetmassdiff;
+ Histo2DPtr _h_dmininmass;
+ Histo2DPtr _h_dminmass;
//@}
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(MC_JETMASS);
}
Index: trunk/code/MC_BCKGRND.cc
===================================================================
--- trunk/code/MC_BCKGRND.cc (revision 451)
+++ trunk/code/MC_BCKGRND.cc (revision 452)
@@ -1,276 +1,275 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/LeadingParticlesFinalState.hh"
#include "Rivet/Projections/VetoedFinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "fastjet/AreaDefinition.hh"
#include "fastjet/ClusterSequence.hh"
#include "fastjet/ClusterSequenceArea.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class MC_BCKGRND : public Analysis {
public:
/// Constructor
MC_BCKGRND()
: Analysis("MC_BCKGRND")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book histograms and initialise projections before the run
void init() {
_Njet = 0.;
_dRmin = 0.6; _dRmax = 2.0; _Delta = 0.1;
// Get leading photon
LeadingParticlesFinalState photonfs(FinalState(-2.5, 2.5, 50.0*GeV));
- photonfs.addParticleId(PHOTON);
+ photonfs.addParticleId(PID::PHOTON);
addProjection(photonfs, "LeadingPhoton");
// FS for jets excludes the leading photon
FinalState fs(-5.0, 5.5, 0.*GeV);
addProjection(fs, "FS");
VetoedFinalState vfs(fs);
vfs.addVetoOnThisFinalState(photonfs);
addProjection(vfs, "JetFS");
_area_def = new fastjet::AreaDefinition(fastjet::VoronoiAreaSpec());
FastJets fj02(vfs, FastJets::ANTIKT, 0.2);
fj02.useInvisibles();
fj02.useJetArea(_area_def);
addProjection(fj02, "Jets02");
FastJets fj05(vfs, FastJets::ANTIKT, 0.5);
fj05.useInvisibles();
fj05.useJetArea(_area_def);
addProjection(fj05, "Jets05");
- _h_partno = bookHistogram1D("partno", 100, 0., 2.);
- _h_partno2 = bookHistogram1D("partno2", 100, 0., 2.);
- _h_partpt = bookHistogram1D("partpt", 100, 0., 2.);
- _h_partpt2 = bookHistogram1D("partpt2", 100, 0., 2.);
- _h_partm = bookHistogram1D("partm", 100, 0., 2.);
- _h_jetpt_02 = bookHistogram1D("jetpt_0.2", 100, 25., 300.);
- _h_jetpt_02_subl = bookHistogram1D("jetpt_0.2_subl", 100, 25., 300.);
- _h_jetpt_02_subc = bookHistogram1D("jetpt_0.2_subc", 100, 25., 300.);
- _h_jetpt_05 = bookHistogram1D("jetpt_0.5", 100, 25., 300.);
- _h_jetpt_05_subl = bookHistogram1D("jetpt_0.5_subl", 100, 25., 300.);
- _h_jetpt_05_subc = bookHistogram1D("jetpt_0.5_subc", 100, 25., 300.);
- _h_jetm_02 = bookHistogram1D("jetm_0.2", 100, 0., 100.);
- _h_jetm_02_subl = bookHistogram1D("jetm_0.2_subl", 100, 0., 300.);
- _h_jetm_02_subc = bookHistogram1D("jetm_0.2_subc", 100, 0., 100.);
- _h_jetm_05 = bookHistogram1D("jetm_0.5", 100, 0., 100.);
- _h_jetm_05_subl = bookHistogram1D("jetm_0.5_subl", 100, 0., 300.);
- _h_jetm_05_subc = bookHistogram1D("jetm_0.5_subc", 100, 0., 100.);
+ _h_partno = bookHisto1D("partno", 100, 0., 2.);
+ _h_partno2 = bookHisto1D("partno2", 100, 0., 2.);
+ _h_partpt = bookHisto1D("partpt", 100, 0., 2.);
+ _h_partpt2 = bookHisto1D("partpt2", 100, 0., 2.);
+ _h_partm = bookHisto1D("partm", 100, 0., 2.);
+ _h_jetpt_02 = bookHisto1D("jetpt_0.2", 100, 25., 300.);
+ _h_jetpt_02_subl = bookHisto1D("jetpt_0.2_subl", 100, 25., 300.);
+ _h_jetpt_02_subc = bookHisto1D("jetpt_0.2_subc", 100, 25., 300.);
+ _h_jetpt_05 = bookHisto1D("jetpt_0.5", 100, 25., 300.);
+ _h_jetpt_05_subl = bookHisto1D("jetpt_0.5_subl", 100, 25., 300.);
+ _h_jetpt_05_subc = bookHisto1D("jetpt_0.5_subc", 100, 25., 300.);
+ _h_jetm_02 = bookHisto1D("jetm_0.2", 100, 0., 100.);
+ _h_jetm_02_subl = bookHisto1D("jetm_0.2_subl", 100, 0., 300.);
+ _h_jetm_02_subc = bookHisto1D("jetm_0.2_subc", 100, 0., 100.);
+ _h_jetm_05 = bookHisto1D("jetm_0.5", 100, 0., 100.);
+ _h_jetm_05_subl = bookHisto1D("jetm_0.5_subl", 100, 0., 300.);
+ _h_jetm_05_subc = bookHisto1D("jetm_0.5_subc", 100, 0., 100.);
}
void linfit(vector<double> histo, double & offset, double & slope, double & mean) {
int nval(0);
double sx(0.),sy(0.),sxx(0.),sxy(0.);
for (size_t k = 0; k < histo.size(); ++k) {
if (histo[k] != 0.) {
nval += 1;
double x(_dRmin+(k+0.5)*_Delta);
// double y(histo[k]==0.?-1e10:log(histo[k]));
double y(log(histo[k]));
sx += x;
sy += y;
sxx += sqr(x);
sxy += x*y;
}
}
//cout<<"linfit: "<<sx<<" "<<sy<<" "<<sxx<<" "<<sxy<<endl;
if (nval > 1) {
double delta(nval*sxx-sx*sx);
offset = exp((sxx*sy - sx*sxy)/delta);
slope = (nval*sxy - sx*sy)/delta;
}
else {
offset = 0.;
slope = 0.;
}
// sigoffset = exp(sqrt(sxx/delta));
// sigslope = sqrt(nval/delta);
// double var(0.);
mean = 0.;
for (size_t k = 0; k < histo.size(); ++k) {
// if (moms[k] != 0.) {
mean += histo[k];
// var += sqr(histo[k] - mean);
// }
}
mean /= histo.size();
// sigmean = sqrt(var)/nval;
return;
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
const ParticleVector photons = applyProjection<FinalState>(event, "LeadingPhoton").particles();
if (photons.size() != 1) vetoEvent;
- const Jets jets02 = applyProjection<FastJets>(event, "Jets02").jetsByPt(25.*GeV, MAXDOUBLE*GeV, -2., 2.);
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > 25.*GeV;
+ const Jets jets02 = applyProjection<FastJets>(event, "Jets02").jetsByPt(cuts);
if (jets02.size() == 0) vetoEvent;
_Njet += weight;
const VetoedFinalState& hadrons = applyProjection<VetoedFinalState>(event, "JetFS");
size_t Nbin((_dRmax-_dRmin)/_Delta+1);
vector<double> myhist;
myhist.resize(Nbin,0.);
vector<FourVector> myvechist;
myvechist.resize(100);
foreach (Particle part, hadrons.particles()) {
double dR(deltaR(jets02[0],part));
if (dR > 2.) continue;
double pt(part.momentum().pT());
_h_partno->fill(dR,weight);
_h_partno2->fill(dR,weight/dR);
_h_partpt->fill(dR,pt*weight);
_h_partpt2->fill(dR,pt*weight/dR);
for (size_t k = 0; k < Nbin; ++k) {
if (dR > _dRmin+k*_Delta && dR < _dRmin+(k+1)*_Delta) myhist[k] += pt/dR/_Delta/2.;
// if (dR < _dRmin+(k+1)*_Delta) myvechist[k] += part.momentum();
}
for (size_t k = 0; k < 100; ++k) {
if (dR < (k+1)*0.02) myvechist[k] += part.momentum();
}
}
for (size_t k = 0; k < 100; ++k) {
_h_partm->fill((k+0.5)*0.02, sqrt(max(myvechist[k].mod2(),0.))*weight);
}
/*cout<<"====================================\n";
for (size_t k = 0; k < Nbin; ++k) {
cout<<k<<" "<<_dRmin+(k+0.5)*_Delta<<" "<<myhist[k]<<endl;
}
cout<<"------------------------------------\n";*/
double fac, expfac, mean;
linfit(myhist, fac, expfac, mean);
double avrho02, avrho05;
//cout<<fac<<" "<<expfac<<" "<<mean<<" "<<jets02[0].momentum().pT()<<endl;
if (mean/jets02[0].momentum().pT() < 0.01 || expfac == 0.) {
mean = 0.;
avrho02 = 0.;
avrho05 = 0.;
}
else {
avrho02 = (2.*M_PI*fac/sqr(expfac))*((expfac*0.2-1.)*exp(expfac*0.2) + 1.);
avrho02 /= M_PI*sqr(0.2);
avrho05 = (2.*M_PI*fac/sqr(expfac))*((expfac*0.5-1.)*exp(expfac*0.5) + 1.);
avrho02 /= M_PI*sqr(0.5);
}
foreach (const fastjet::PseudoJet& jet, applyProjection<FastJets>(event, "Jets02").pseudoJets(25.0*GeV)) {
if (fabs(jet.rapidity()) > 2.) continue;
double area = jet.area();
fastjet::PseudoJet area_pj = jet.area_4vector();
FourMomentum area_4vec(area_pj.E(), area_pj.px(), area_pj.py(), area_pj.pz());
FourMomentum oldmom(jet.E(),jet.px(),jet.py(),jet.pz());
FourMomentum newmoml(oldmom - avrho02*area_4vec);
FourMomentum newmomc(oldmom - mean*area_4vec);
double pt = jet.pt();
_h_jetpt_02->fill(pt,weight);
_h_jetpt_02_subl->fill(pt-area*avrho02,weight);
_h_jetpt_02_subc->fill(pt-area*mean,weight);
_h_jetm_02->fill(sqrt(max(oldmom.mass2(),0.)),weight);
_h_jetm_02_subl->fill(sqrt(max(newmoml.mass2(),0.)),weight);
_h_jetm_02_subc->fill(sqrt(max(newmomc.mass2(),0.)),weight);
}
- const Jets jets05 = applyProjection<FastJets>(event, "Jets05").jetsByPt(25.*GeV, MAXDOUBLE*GeV, -2., 2.);
+ const Jets jets05 = applyProjection<FastJets>(event, "Jets05").jetsByPt(cuts);
foreach (const fastjet::PseudoJet& jet, applyProjection<FastJets>(event, "Jets05").pseudoJets(25.0*GeV)) {
if (fabs(jet.rapidity()) > 2.) continue;
double area = jet.area();
fastjet::PseudoJet area_pv = jet.area_4vector();
fastjet::PseudoJet area_pj = jet.area_4vector();
FourMomentum area_4vec(area_pj.E(), area_pj.px(), area_pj.py(), area_pj.pz());
FourMomentum oldmom(jet.E(),jet.px(),jet.py(),jet.pz());
FourMomentum newmoml(oldmom - avrho05*area_4vec);
FourMomentum newmomc(oldmom - mean*area_4vec);
double pt = jet.pt();
_h_jetpt_05->fill(pt,weight);
_h_jetpt_05_subl->fill(pt-area*avrho05,weight);
_h_jetpt_05_subc->fill(pt-area*mean,weight);
_h_jetm_05->fill(sqrt(max(oldmom.mass2(),0.)),weight);
_h_jetm_05_subl->fill(sqrt(max(newmoml.mass2(),0.)),weight);
_h_jetm_05_subc->fill(sqrt(max(newmomc.mass2(),0.)),weight);
}
}
/// Normalise histograms etc., after the run
void finalize() {
scale(_h_partno, 1./_Njet);
scale(_h_partno2, 1./_Njet);
scale(_h_partpt, 1./_Njet);
scale(_h_partpt2, 1./_Njet);
scale(_h_partm, 1./_Njet);
scale(_h_jetpt_02, crossSection()/sumOfWeights());
scale(_h_jetpt_02_subl, crossSection()/sumOfWeights());
scale(_h_jetpt_02_subc, crossSection()/sumOfWeights());
scale(_h_jetpt_05, crossSection()/sumOfWeights());
scale(_h_jetpt_05_subl, crossSection()/sumOfWeights());
scale(_h_jetpt_05_subc, crossSection()/sumOfWeights());
scale(_h_jetm_02, crossSection()/sumOfWeights());
scale(_h_jetm_02_subl, crossSection()/sumOfWeights());
scale(_h_jetm_02_subc, crossSection()/sumOfWeights());
scale(_h_jetm_05, crossSection()/sumOfWeights());
scale(_h_jetm_05_subl, crossSection()/sumOfWeights());
scale(_h_jetm_05_subc, crossSection()/sumOfWeights());
}
private:
fastjet::AreaDefinition* _area_def;
double _Njet, _dRmin, _dRmax, _Delta;
private:
- AIDA::IHistogram1D *_h_partno;
- AIDA::IHistogram1D *_h_partno2;
- AIDA::IHistogram1D *_h_partpt;
- AIDA::IHistogram1D *_h_partpt2;
- AIDA::IHistogram1D *_h_partm;
- AIDA::IHistogram1D *_h_jetpt_02;
- AIDA::IHistogram1D *_h_jetpt_02_subl;
- AIDA::IHistogram1D *_h_jetpt_02_subc;
- AIDA::IHistogram1D *_h_jetpt_05;
- AIDA::IHistogram1D *_h_jetpt_05_subl;
- AIDA::IHistogram1D *_h_jetpt_05_subc;
- AIDA::IHistogram1D *_h_jetm_02;
- AIDA::IHistogram1D *_h_jetm_02_subl;
- AIDA::IHistogram1D *_h_jetm_02_subc;
- AIDA::IHistogram1D *_h_jetm_05;
- AIDA::IHistogram1D *_h_jetm_05_subl;
- AIDA::IHistogram1D *_h_jetm_05_subc;
+ Histo1DPtr _h_partno;
+ Histo1DPtr _h_partno2;
+ Histo1DPtr _h_partpt;
+ Histo1DPtr _h_partpt2;
+ Histo1DPtr _h_partm;
+ Histo1DPtr _h_jetpt_02;
+ Histo1DPtr _h_jetpt_02_subl;
+ Histo1DPtr _h_jetpt_02_subc;
+ Histo1DPtr _h_jetpt_05;
+ Histo1DPtr _h_jetpt_05_subl;
+ Histo1DPtr _h_jetpt_05_subc;
+ Histo1DPtr _h_jetm_02;
+ Histo1DPtr _h_jetm_02_subl;
+ Histo1DPtr _h_jetm_02_subc;
+ Histo1DPtr _h_jetm_05;
+ Histo1DPtr _h_jetm_05_subl;
+ Histo1DPtr _h_jetm_05_subc;
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(MC_BCKGRND);
}
Index: trunk/code/hadronspectra.cc
===================================================================
--- trunk/code/hadronspectra.cc (revision 451)
+++ trunk/code/hadronspectra.cc (revision 452)
@@ -1,326 +1,324 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/IdentifiedFinalState.hh"
-#include "Rivet/RivetAIDA.hh"
namespace Rivet {
/// @brief hadron spectra in pp
class HADRONSPECTRA : public Analysis {
public:
/// Constructor
HADRONSPECTRA()
: Analysis("HADRONSPECTRA"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
IdentifiedFinalState pi0fs(-10., 10., 0.*GeV);
pi0fs.acceptId(111);
addProjection(pi0fs, "PI0FS");
IdentifiedFinalState pifs(-10., 10., 0.*GeV);
pifs.acceptId(211);
addProjection(pifs, "PIFS");
IdentifiedFinalState kfs(-10., 10., 0.*GeV);
kfs.acceptId(130);
kfs.acceptId(310);
kfs.acceptId(311);
kfs.acceptId(321);
addProjection(kfs, "KFS");
IdentifiedFinalState pfs(-10., 10., 0.*GeV);
pfs.acceptId(2212);
addProjection(pfs, "PFS");
ChargedFinalState cfs(-10., 10., 0.*GeV);
addProjection(cfs, "CFS");
FinalState fs(-10., 10., 0.*GeV);
addProjection(fs, "FS");
vector<double> ptbins;
ptbins += 12.0, 14.4,19.2, 24.0, 28.8, 35.2, 41.6, 48.0, 60.8,73.6,86.4,103.6,120.8,140,165,250,400;
- _h_pT_pi0_035 = bookHistogram1D("pi0ptspec", 50, 0.0, 200.0,
+ _h_pT_pi0_035 = bookHisto1D("pi0ptspec", 50, 0.0, 200.0,
"pi0 $p_\\perp$ spectrum $|\\eta|<0.35$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_08 = bookHistogram1D("chptspec08", 50, 0.0, 200.0,
+ _h_pT_ch_08 = bookHisto1D("chptspec08", 50, 0.0, 200.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<0.8$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_1 = bookHistogram1D("chptspec1", 50, 0.0, 200.0,
+ _h_pT_ch_1 = bookHisto1D("chptspec1", 50, 0.0, 200.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<1.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_2 = bookHistogram1D("chptspec2", 50, 0.0, 200.0,
+ _h_pT_ch_2 = bookHisto1D("chptspec2", 50, 0.0, 200.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<2.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_3 = bookHistogram1D("chptspec3", 50, 0.0, 200.0,
+ _h_pT_ch_3 = bookHisto1D("chptspec3", 50, 0.0, 200.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<3.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_10 = bookHistogram1D("chptspec10", 50, 0.0, 200.0,
+ _h_pT_ch_10 = bookHisto1D("chptspec10", 50, 0.0, 200.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<10.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_E_ch_1 = bookHistogram1D("chespec1", 50, 0.0, 1000.0,
+ _h_E_ch_1 = bookHisto1D("chespec1", 50, 0.0, 1000.0,
"charged hadron energy spectrum $|\\eta|<1.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_2 = bookHistogram1D("chespec2", 50, 0.0, 1000.0,
+ _h_E_ch_2 = bookHisto1D("chespec2", 50, 0.0, 1000.0,
"charged hadron energy spectrum $|\\eta|<2.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_3 = bookHistogram1D("chespec3", 50, 0.0, 1000.0,
+ _h_E_ch_3 = bookHisto1D("chespec3", 50, 0.0, 1000.0,
"charged hadron energy spectrum $|\\eta|<3.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_10 = bookHistogram1D("chespec10", 50, 0.0, 1000.0,
+ _h_E_ch_10 = bookHisto1D("chespec10", 50, 0.0, 1000.0,
"charged hadron energy spectrum $|\\eta|<10.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_pT_ch_1h = bookHistogram1D("chptspec1high", 40, 0.0, 1000.0,
+ _h_pT_ch_1h = bookHisto1D("chptspec1high", 40, 0.0, 1000.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<1.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_1h2 = bookHistogram1D("chptspec1high2", 20, 112.2, 1000.0,
+ _h_pT_ch_1h2 = bookHisto1D("chptspec1high2", 20, 112.2, 1000.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<1.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_2h = bookHistogram1D("chptspec2high", 40, 0.0, 1000.0,
+ _h_pT_ch_2h = bookHisto1D("chptspec2high", 40, 0.0, 1000.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<2.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_3h = bookHistogram1D("chptspec3high", 40, 0.0, 1000.0,
+ _h_pT_ch_3h = bookHisto1D("chptspec3high", 40, 0.0, 1000.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<3.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_pT_ch_10h = bookHistogram1D("chptspec10high", 40, 0.0, 1000.0,
+ _h_pT_ch_10h = bookHisto1D("chptspec10high", 40, 0.0, 1000.0,
"charged hadron $p_\\perp$ spectrum $|\\eta|<10.$",
"$p_\\perp\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}p_\\perp$");
- _h_E_ch_1h = bookHistogram1D("chespec1high", 100, 0.0, 2000.0,
+ _h_E_ch_1h = bookHisto1D("chespec1high", 100, 0.0, 2000.0,
"charged hadron energy spectrum $|\\eta|<1.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_2h = bookHistogram1D("chespec2high", 100, 0.0, 2000.0,
+ _h_E_ch_2h = bookHisto1D("chespec2high", 100, 0.0, 2000.0,
"charged hadron energy spectrum $|\\eta|<2.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_3h = bookHistogram1D("chespec3high", 100, 0.0, 2000.0,
+ _h_E_ch_3h = bookHisto1D("chespec3high", 100, 0.0, 2000.0,
"charged hadron energy spectrum $|\\eta|<3.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_E_ch_10h = bookHistogram1D("chespec10high", 100, 0.0, 2000.0,
+ _h_E_ch_10h = bookHisto1D("chespec10high", 100, 0.0, 2000.0,
"charged hadron energy spectrum $|\\eta|<10.$",
"$E\\ [\\mathrm{GeV}]$",
"$\\mathrm{d}\\sigma/\\mathrm{d}E$");
- _h_chpT1 = bookHistogram1D("chpT1", ptbins);
- _h_chpT10 = bookHistogram1D("chpT10", ptbins);
- _h_allpT1 = bookHistogram1D("allpT1", ptbins);
- _h_allpT10 = bookHistogram1D("allpT10", ptbins);
- _h_pi0pT1 = bookHistogram1D("pi0pT1", ptbins);
- _h_pi0pT10 = bookHistogram1D("pi0pT10", ptbins);
- _h_pipT1 = bookHistogram1D("pipT1", ptbins);
- _h_pipT10 = bookHistogram1D("pipT10", ptbins);
- _h_KpT1 = bookHistogram1D("KpT1", ptbins);
- _h_KpT10 = bookHistogram1D("KpT10", ptbins);
- _h_ppT1 = bookHistogram1D("ppT1", ptbins);
- _h_ppT10 = bookHistogram1D("ppT10", ptbins);
+ _h_chpT1 = bookHisto1D("chpT1", ptbins);
+ _h_chpT10 = bookHisto1D("chpT10", ptbins);
+ _h_allpT1 = bookHisto1D("allpT1", ptbins);
+ _h_allpT10 = bookHisto1D("allpT10", ptbins);
+ _h_pi0pT1 = bookHisto1D("pi0pT1", ptbins);
+ _h_pi0pT10 = bookHisto1D("pi0pT10", ptbins);
+ _h_pipT1 = bookHisto1D("pipT1", ptbins);
+ _h_pipT10 = bookHisto1D("pipT10", ptbins);
+ _h_KpT1 = bookHisto1D("KpT1", ptbins);
+ _h_KpT10 = bookHisto1D("KpT10", ptbins);
+ _h_ppT1 = bookHisto1D("ppT1", ptbins);
+ _h_ppT10 = bookHisto1D("ppT10", ptbins);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
const IdentifiedFinalState& pi0fs = applyProjection<IdentifiedFinalState>(event, "PI0FS");
foreach (const Particle& p, pi0fs.particles()) {
const double pT = p.momentum().pT() / GeV;
if (fabs(p.momentum().eta()) < 0.35) _h_pT_pi0_035->fill(pT, weight);
if (fabs(p.momentum().eta()) < 1.) _h_pi0pT1->fill(pT, weight);
_h_pi0pT10->fill(pT, weight);
}
const IdentifiedFinalState& pifs = applyProjection<IdentifiedFinalState>(event, "PIFS");
foreach (const Particle& p, pifs.particles()) {
const double pT = p.momentum().pT() / GeV;
if (fabs(p.momentum().eta()) < 1.) _h_pipT1->fill(pT, weight);
_h_pipT10->fill(pT, weight);
}
const IdentifiedFinalState& kfs = applyProjection<IdentifiedFinalState>(event, "KFS");
foreach (const Particle& p, kfs.particles()) {
const double pT = p.momentum().pT() / GeV;
if (fabs(p.momentum().eta()) < 1.) _h_KpT1->fill(pT, weight);
_h_KpT10->fill(pT, weight);
}
const IdentifiedFinalState& pfs = applyProjection<IdentifiedFinalState>(event, "PFS");
foreach (const Particle& p, pfs.particles()) {
const double pT = p.momentum().pT() / GeV;
if (fabs(p.momentum().eta()) < 1.) _h_ppT1->fill(pT, weight);
_h_ppT10->fill(pT, weight);
}
const ChargedFinalState& cfs = applyProjection<ChargedFinalState>(event, "CFS");
foreach (const Particle& p, cfs.particles()) {
if (fabs(p.momentum().eta()) < 0.8) {
const double pT = p.momentum().pT() / GeV;
_h_pT_ch_08->fill(pT, weight);
}
if (fabs(p.momentum().eta()) < 1.) {
const double pT = p.momentum().pT() / GeV;
const double E = p.momentum().E() / GeV;
_h_pT_ch_1->fill(pT, weight);
_h_E_ch_1->fill(E, weight);
_h_pT_ch_1h->fill(pT, weight);
_h_pT_ch_1h2->fill(pT, weight/pT);
_h_E_ch_1h->fill(E, weight);
_h_chpT1->fill(pT,weight);
}
if (fabs(p.momentum().eta()) < 2.) {
const double pT = p.momentum().pT() / GeV;
const double E = p.momentum().E() / GeV;
_h_pT_ch_2->fill(pT, weight);
_h_E_ch_2->fill(E, weight);
_h_pT_ch_2h->fill(pT, weight);
_h_E_ch_2h->fill(E, weight);
}
if (fabs(p.momentum().eta()) < 3.) {
const double pT = p.momentum().pT() / GeV;
const double E = p.momentum().E() / GeV;
_h_pT_ch_3->fill(pT, weight);
_h_E_ch_3->fill(E, weight);
_h_pT_ch_3h->fill(pT, weight);
_h_E_ch_3h->fill(E, weight);
}
if (fabs(p.momentum().eta()) < 10.) {
const double pT = p.momentum().pT() / GeV;
const double E = p.momentum().E() / GeV;
_h_pT_ch_10->fill(pT, weight);
_h_E_ch_10->fill(E, weight);
_h_pT_ch_10h->fill(pT, weight);
_h_E_ch_10h->fill(E, weight);
_h_chpT10->fill(pT,weight);
}
}
const FinalState& fs = applyProjection<FinalState>(event, "FS");
foreach (const Particle& p, fs.particles()) {
const double pT = p.momentum().pT() / GeV;
if (fabs(p.momentum().eta()) < 1.) _h_allpT1->fill(pT,weight);
if (fabs(p.momentum().eta()) < 10.) _h_allpT10->fill(pT,weight);
}
_sumWeightSelected += event.weight();
}
/// Finalize
void finalize() {
scale(_h_pT_pi0_035,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_08,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_1,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_2,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_3,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_10,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_1,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_2,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_3,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_10,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_1h,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_1h2,1./(2.*M_PI*_sumWeightSelected));
scale(_h_pT_ch_2h,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_3h,crossSection()/(_sumWeightSelected));
scale(_h_pT_ch_10h,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_1h,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_2h,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_3h,crossSection()/(_sumWeightSelected));
scale(_h_E_ch_10h,crossSection()/(_sumWeightSelected));
scale(_h_chpT1,crossSection()/(_sumWeightSelected));
scale(_h_chpT10,crossSection()/(_sumWeightSelected));
scale(_h_allpT1,crossSection()/(_sumWeightSelected));
scale(_h_allpT10,crossSection()/(_sumWeightSelected));
scale(_h_pi0pT1,crossSection()/(_sumWeightSelected));
scale(_h_pi0pT10,crossSection()/(_sumWeightSelected));
scale(_h_pipT1,crossSection()/(_sumWeightSelected));
scale(_h_pipT10,crossSection()/(_sumWeightSelected));
scale(_h_KpT1,crossSection()/(_sumWeightSelected));
scale(_h_KpT10,crossSection()/(_sumWeightSelected));
scale(_h_ppT1,crossSection()/(_sumWeightSelected));
scale(_h_ppT10,crossSection()/(_sumWeightSelected));
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_pT_pi0_035;
- AIDA::IHistogram1D * _h_pT_ch_08;
- AIDA::IHistogram1D * _h_pT_ch_1;
- AIDA::IHistogram1D * _h_pT_ch_2;
- AIDA::IHistogram1D * _h_pT_ch_3;
- AIDA::IHistogram1D * _h_pT_ch_10;
- AIDA::IHistogram1D * _h_E_ch_1;
- AIDA::IHistogram1D * _h_E_ch_2;
- AIDA::IHistogram1D * _h_E_ch_3;
- AIDA::IHistogram1D * _h_E_ch_10;
- AIDA::IHistogram1D * _h_pT_ch_1h;
- AIDA::IHistogram1D * _h_pT_ch_1h2;
- AIDA::IHistogram1D * _h_pT_ch_2h;
- AIDA::IHistogram1D * _h_pT_ch_3h;
- AIDA::IHistogram1D * _h_pT_ch_10h;
- AIDA::IHistogram1D * _h_E_ch_1h;
- AIDA::IHistogram1D * _h_E_ch_2h;
- AIDA::IHistogram1D * _h_E_ch_3h;
- AIDA::IHistogram1D * _h_E_ch_10h;
- AIDA::IHistogram1D * _h_chpT1;
- AIDA::IHistogram1D * _h_chpT10;
- AIDA::IHistogram1D * _h_allpT1;
- AIDA::IHistogram1D * _h_allpT10;
- AIDA::IHistogram1D * _h_pi0pT1;
- AIDA::IHistogram1D * _h_pi0pT10;
- AIDA::IHistogram1D * _h_pipT1;
- AIDA::IHistogram1D * _h_pipT10;
- AIDA::IHistogram1D * _h_KpT1;
- AIDA::IHistogram1D * _h_KpT10;
- AIDA::IHistogram1D * _h_ppT1;
- AIDA::IHistogram1D * _h_ppT10;
+ Histo1DPtr _h_pT_pi0_035;
+ Histo1DPtr _h_pT_ch_08;
+ Histo1DPtr _h_pT_ch_1;
+ Histo1DPtr _h_pT_ch_2;
+ Histo1DPtr _h_pT_ch_3;
+ Histo1DPtr _h_pT_ch_10;
+ Histo1DPtr _h_E_ch_1;
+ Histo1DPtr _h_E_ch_2;
+ Histo1DPtr _h_E_ch_3;
+ Histo1DPtr _h_E_ch_10;
+ Histo1DPtr _h_pT_ch_1h;
+ Histo1DPtr _h_pT_ch_1h2;
+ Histo1DPtr _h_pT_ch_2h;
+ Histo1DPtr _h_pT_ch_3h;
+ Histo1DPtr _h_pT_ch_10h;
+ Histo1DPtr _h_E_ch_1h;
+ Histo1DPtr _h_E_ch_2h;
+ Histo1DPtr _h_E_ch_3h;
+ Histo1DPtr _h_E_ch_10h;
+ Histo1DPtr _h_chpT1;
+ Histo1DPtr _h_chpT10;
+ Histo1DPtr _h_allpT1;
+ Histo1DPtr _h_allpT10;
+ Histo1DPtr _h_pi0pT1;
+ Histo1DPtr _h_pi0pT10;
+ Histo1DPtr _h_pipT1;
+ Histo1DPtr _h_pipT10;
+ Histo1DPtr _h_KpT1;
+ Histo1DPtr _h_KpT10;
+ Histo1DPtr _h_ppT1;
+ Histo1DPtr _h_ppT10;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<HADRONSPECTRA> plugin_HADRONSPECTRA;
}
Index: trunk/code/MC_AJ.cc
===================================================================
--- trunk/code/MC_AJ.cc (revision 451)
+++ trunk/code/MC_AJ.cc (revision 452)
@@ -1,205 +1,202 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
-#include "Rivet/RivetAIDA.hh"
#include <boost/lexical_cast.hpp>
#include <map>
namespace Rivet {
/// @brief CMS charged particle fragmentation function in PbPb
class MC_AJ : public Analysis {
public:
/// Constructor
MC_AJ() : Analysis("MC_AJ")
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
_ptedges += 120., 150., 180., 200., 260., 300., 500.;
_nptbins = _ptedges.size()-1;
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 4.*GeV);
addProjection(cfs, "CFS");
FastJets fj03(fs, FastJets::ANTIKT, 0.3);
addProjection(fj03, "Jets03");
for (size_t j = 0; j < _nptbins; ++j) {
stringstream ss1; ss1 << "deltaphi" << "_" << j;
- _h_deltaphi[j] = bookHistogram1D(ss1.str(), 30, 0., M_PI);
+ _h_deltaphi[j] = bookHisto1D(ss1.str(), 30, 0., M_PI);
stringstream ss2; ss2 << "aj" << "_" << j;
- _h_aj[j] = bookHistogram1D(ss2.str(), 15, 0., 1.);
+ _h_aj[j] = bookHisto1D(ss2.str(), 15, 0., 1.);
stringstream ss3; ss3 << "ptratio" << "_" << j;
- _h_ptratio1[j] = bookHistogram1D(ss3.str(), 10, 0., 1.);
+ _h_ptratio1[j] = bookHisto1D(ss3.str(), 10, 0., 1.);
}
- _h_aj_all = bookHistogram1D("aj_all", 15, 0., 1.);
- _h_aj_all_xs = bookHistogram1D("aj_all_xs", 15, 0., 1.);
- _h_dijets_p = bookHistogram1D("N_di-jets_pp", 20, 120., 350.);
- _h_leadjets_p = bookHistogram1D("N_lead-jets_pp", 20, 120., 350.);
- _h_dijets_pb = bookHistogram1D("N_di-jets_PbPb", 20, 120., 350.);
- _h_leadjets_pb= bookHistogram1D("N_lead-jets_PbPb", 20, 120., 350.);
+ _h_aj_all = bookHisto1D("aj_all", 15, 0., 1.);
+ _h_aj_all_xs = bookHisto1D("aj_all_xs", 15, 0., 1.);
+ _h_dijets_p = bookHisto1D("N_di-jets_pp", 20, 120., 350.);
+ _h_leadjets_p = bookHisto1D("N_lead-jets_pp", 20, 120., 350.);
+ _h_dijets_pb = bookHisto1D("N_di-jets_PbPb", 20, 120., 350.);
+ _h_leadjets_pb= bookHisto1D("N_lead-jets_PbPb", 20, 120., 350.);
+ _s_P2ndjet_p = bookScatter2D("P2ndjet_pp", 20, 120., 350.);
+ _s_P2ndjet_Pb = bookScatter2D("P2ndjet_PbPb", 20, 120., 350.);
_p_ptratio2 = bookProfile1D("meanptratio", 20, 120., 300.);
}
struct jetcomp{
bool operator() (const Jet jet1, const Jet jet2) const
{
if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
else return false;
}
};
double ptsmear(const double pttrue, const double cent) {
double sigma(25.), mu(50.);
double r1(1.0*rand()/RAND_MAX), r2(1.0*rand()/RAND_MAX);
double sub(max(sqrt(-2.*log(r1))*cos(2.*M_PI*r2)*sigma+mu,0.));
return max(pttrue-sub,0.);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
// const Jets jets = applyProjection<FastJets>(event, "Jets03").jetsByPt(30.*GeV, MAXDOUBLE*GeV, -2.0, 2.0);
- const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt(5.*GeV, MAXDOUBLE*GeV, -2.0, 2.0);
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > 5*GeV;
+ const Jets jets03 = applyProjection<FastJets>(event, "Jets03").jetsByPt(cuts);
const ChargedFinalState tracks = applyProjection<ChargedFinalState>(event, "CFS");
map<Jet, double, jetcomp> jetmap;
foreach (Jet jet, jets03) {
double ptreco, ptgen;
ptgen = jet.momentum().pT();
ptreco = ptsmear(ptgen,cent);
// jetmap[jet] = ptreco;
jetmap[jet] = ptgen;
}
Jets jets;
foreach (Jet jet, jets03) {
if (fabs(jet.momentum().eta()) < 2.0 && jetmap[jet] > 30.*GeV)
jets.push_back(jet);
}
if (jets.size() < 1) vetoEvent;
// Jet leadjet, partner;
// leadjet = jets[0];
// double ptlead(leadjet.momentum().pT());
Jet leadjet, partner;
double ptlead(0.), ptsublead(0.);
foreach (Jet jet, jets) {
if (jetmap[jet] > ptlead) {
ptlead = jetmap[jet];
leadjet = jet;
}
}
if (ptlead < _ptedges.front()*GeV) vetoEvent;
if (cent<0.) _h_leadjets_p->fill(ptlead,weight);
_h_leadjets_pb->fill(ptlead,weight);
if (jets.size() < 2) vetoEvent;
// partner = jets[1];
// double ptsublead(partner.momentum().pT());
foreach (Jet jet, jets) {
if (jetmap[jet] > ptsublead && jet.momentum()!=leadjet.momentum()) {
ptsublead = jetmap[jet];
partner = jet;
}
}
double deltaphi = fabs(deltaPhi(leadjet,partner));
for (size_t j = 0; j < _nptbins; ++j) {
if (ptlead > _ptedges[j]*GeV && ptlead < _ptedges[j+1]*GeV) {
_h_deltaphi[j]->fill(deltaphi,weight);
}
}
if (deltaphi < 2.*M_PI/3.) vetoEvent;
if (cent<0.) _h_dijets_p->fill(ptlead,weight);
_h_dijets_pb->fill(ptlead,weight);
_p_ptratio2->fill(ptlead,ptsublead/ptlead,weight);
Rivet::FourMomentum leading, sublead;
leading = leadjet.momentum();
sublead = partner.momentum();
double aj = (ptlead-ptsublead)/(ptlead+ptsublead);
_h_aj_all->fill(aj,weight);
_h_aj_all_xs->fill(aj,weight);
for (size_t j = 0; j < _nptbins; ++j) {
if (ptlead > _ptedges[j]*GeV && ptlead < _ptedges[j+1]*GeV) {
_h_aj[j]->fill(aj,weight);
_h_ptratio1[j]->fill(ptsublead/ptlead,weight);
}
}
}
/// Finalize
void finalize() {
for (size_t j = 0; j < _nptbins; ++j) {
normalize(_h_deltaphi[j]);
normalize(_h_aj[j]);
normalize(_h_ptratio1[j]);
}
normalize(_h_aj_all);
scale(_h_aj_all_xs,crossSection()/sumOfWeights());
- AIDA::IHistogramFactory& hf = histogramFactory();
- const string dir = histoDir();
-
- hf.divide(dir + "/P2ndjet_p", *_h_dijets_p, *_h_leadjets_p);
- hf.destroy(_h_dijets_p);
- hf.destroy(_h_leadjets_p);
- hf.divide(dir + "/P2ndjet_Pb", *_h_dijets_pb, *_h_leadjets_pb);
- hf.destroy(_h_dijets_pb);
- hf.destroy(_h_leadjets_pb);
+ divide(_h_dijets_p, _h_leadjets_p, _s_P2ndjet_p);
+ divide(_h_dijets_pb, _h_leadjets_pb, _s_P2ndjet_Pb);
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
}
private:
vector<double> _ptedges;
size_t _nptbins;
- AIDA::IHistogram1D * _h_deltaphi[6];
- AIDA::IHistogram1D * _h_aj_all;
- AIDA::IHistogram1D * _h_aj_all_xs;
- AIDA::IHistogram1D * _h_aj[6];
- AIDA::IHistogram1D * _h_ptratio1[6];
- AIDA::IHistogram1D * _h_dijets_p;
- AIDA::IHistogram1D * _h_leadjets_p;
- AIDA::IHistogram1D * _h_dijets_pb;
- AIDA::IHistogram1D * _h_leadjets_pb;
- AIDA::IProfile1D * _p_ptratio2;
- };
+ Histo1DPtr _h_deltaphi[6];
+ Histo1DPtr _h_aj_all;
+ Histo1DPtr _h_aj_all_xs;
+ Histo1DPtr _h_aj[6];
+ Histo1DPtr _h_ptratio1[6];
+ Histo1DPtr _h_dijets_p;
+ Histo1DPtr _h_leadjets_p;
+ Histo1DPtr _h_dijets_pb;
+ Histo1DPtr _h_leadjets_pb;
+ Profile1DPtr _p_ptratio2;
+ Scatter2DPtr _s_P2ndjet_p;
+ Scatter2DPtr _s_P2ndjet_Pb;
+
+};
// This global object acts as a hook for the plugin system
AnalysisBuilder<MC_AJ> plugin_MC_AJ;
}
Index: trunk/code/ALICE_GIRTH.cc
===================================================================
--- trunk/code/ALICE_GIRTH.cc (revision 0)
+++ trunk/code/ALICE_GIRTH.cc (revision 452)
@@ -0,0 +1,363 @@
+// -*- C++ -*-
+#include "Rivet/Analysis.hh"
+#include "Rivet/Projections/FinalState.hh"
+#include "Rivet/Projections/ChargedFinalState.hh"
+#include "Rivet/Projections/FastJets.hh"
+
+/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
+
+namespace Rivet {
+
+using namespace fastjet;
+
+ struct FourMomComp {
+ bool operator() (const FourMomentum& p1, const FourMomentum& p2) const
+ {return p1.pT()<p2.pT();}
+ };
+
+
+ struct jetcomp{
+ bool operator() (const Jet jet1, const Jet jet2) const
+ {
+ if (jet1.momentum().pT() < jet2.momentum().pT()) return true;
+ else return false;
+ }
+ };
+
+
+#if MODE==0
+ class ALICE_GIRTH_4MOMSUB : public Analysis {
+#elif MODE==1
+ class ALICE_GIRTH_GRIDSUB2 : public Analysis {
+#endif
+ public:
+
+ /// Constructor
+#if MODE==0
+ ALICE_GIRTH_4MOMSUB() : Analysis("ALICE_GIRTH_4MOMSUB")
+#elif MODE==1
+ ALICE_GIRTH_GRIDSUB2() : Analysis("ALICE_GIRTH_GRIDSUB2")
+#endif
+ {
+ _jetR = 0.2; _ptmin = 40.; _ptmax = 60.; _etamax = 0.9;
+ _nphibins = 120; _netabins = 160;
+
+ }
+
+
+ /// @name Analysis methods
+ //@{
+
+ /// Book histograms and initialise projections before the run
+ void init() {
+
+ FinalState fs(-5.0, 5.0, 0.*GeV);
+ addProjection(fs, "FS");
+ ChargedFinalState cfs(-5.0, 5.0, 0.*GeV);
+ addProjection(cfs, "CFS");
+
+ FastJets fj(fs, FastJets::ANTIKT, _jetR);
+ addProjection(fj, "FullJets");
+ FastJets cfj(cfs, FastJets::ANTIKT, _jetR);
+ addProjection(cfj, "ChargedJets");
+
+ _h_girth = bookHisto1D(1, 1, 1);
+ _h_pp_g_full = bookHisto1D("pp_g_full", refData(1, 1, 1));
+ _h_pp_g_ch = bookHisto1D("pp_g_ch", refData(1, 1, 1));
+
+
+ }
+
+
+
+
+
+
+ /// extract thermal momenta, that should be subtracted, from HepMC event
+ vector<FourMomentum> extractThermalMomenta(const Event & event) {
+ vector<FourMomentum> thermom;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (p->status() == 3) {
+ thermom.push_back(mom);
+ }
+ }
+ return thermom;
+ }
+
+
+ /// build map from dummy particles to thermal momenta to speed up subtraction
+ map<FourMomentum, FourMomentum, FourMomComp> buildThMomMap(const Event & event, const vector<FourMomentum> * thermom) {
+ map<FourMomentum, FourMomentum, FourMomComp> thmap;
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (mom.E() < 1e-5 && mom.E() > 1e-7) {
+ FourMomentum dummy(mom);
+ dummy *= 10000.;
+ double dRmin(1.);
+ FourMomentum match;
+ foreach (FourMomentum tm, *thermom) {
+ double dR(deltaR(dummy, tm));
+ if (dR < dRmin) {
+ dRmin = dR;
+ match = tm;
+ }
+ }
+ if (dRmin < 1e-5) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = thmap.find(mom);
+ if (mapit != thmap.end()) {
+ cout<<"Error: dummy is already in map.\n";
+ cout<<mapit->first<<endl;
+ cout<<mapit->second<<endl;
+ cout<<match<<endl;
+ }
+ thmap[mom]=match;
+ }
+ }
+ }
+ return thmap;
+ }
+
+
+ /// 4-momentum subtraction
+ FourMomentum SubtractJetMom(Jet jet, map<FourMomentum, FourMomentum, FourMomComp> * tmmap, double fac = 1.) {
+ if (tmmap->empty()) return jet.momentum();
+ FourMomentum sub(0.,0.,0.,0.);
+ foreach (Particle part, jet.constituents()) {
+ if (part.E() < 1e-5 && part.E() > 1e-7) {
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator mapit;
+ mapit = (*tmmap).find(part.momentum());
+ if (mapit == (*tmmap).end()) cout<<"Error: did not find matching scattering centre in map.\n"<<part.momentum()<<endl;
+ else sub += mapit->second;
+ }
+ }
+ FourMomentum jetmom(jet.momentum());
+ //cout<<"Original momentum: "<<jetmom<<endl;
+ jetmom -= sub;
+ //cout<<"subtracted momentum: "<<jetmom<<endl;
+ //cout<<"Subtracted pt: "<<subpt<<" "<<pjet.pt()<<endl;
+ return jetmom;
+ }
+
+
+ /// determine fraction of pt carried by charged particles in jet
+ double getScaleFac(const Jet jet, double ptcut, const FinalState * fs = NULL) {
+ Particles parts;
+ if (fs) parts = fs->particles();
+ else parts = jet.constituents();
+ double scalefac;
+ double ntracks(0.), nparts(0.);
+ FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
+ foreach (Particle part, parts) {
+ if (deltaR(part,jet) < _jetR && part.momentum().E() > 1e-5) {
+ nparts += 1.;
+ allmom += part.momentum();
+ if (PID::charge(part.pdgId()) != 0 && part.pT() > ptcut) {
+ ntracks += 1.;
+ chmom += part.momentum();
+ }
+ }
+ }
+ scalefac = (nparts>0.?ntracks/nparts:1);
+ //scalefac = (allmom.pT()>0.?chmom.pT()/allmom.pT():1.);
+ return scalefac;
+ }
+
+
+ /// initialise and fill grid for grid subtration
+ vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
+ // initialise grid
+ vector<vector<FourMomentum> > grid;
+ grid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+
+ // fill grid
+ foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
+ FourMomentum mom(p->momentum());
+ if (fabs(mom.eta()) < 4.) {
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ if (p->status() == 3) {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() - mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() - mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() - mom.pz());
+ }
+ else {
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
+ }
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ if (p->status() == 3) {
+ double rho(grid[phibin][etabin].E() - mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
+ }
+ else {
+ // use this for standard recoil treatment
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));
+ }*/
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ }
+ return grid;
+ }
+
+
+
+/// 4-momentum adapter
+ FourMomentum Get4Mom(PseudoJet pjet){
+ FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
+ return mom;
+ }
+
+
+
+
+ /// Perform the per-event analysis
+ void analyze(const Event& event) {
+ const double weight = event.weight();
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+ if (cent > 0.1) vetoEvent;
+
+#if MODE==0
+ vector<FourMomentum> thermom = extractThermalMomenta(event);
+ map<FourMomentum, FourMomentum, FourMomComp> thmommap = buildThMomMap(event, &thermom);
+
+ Jets unsubjets = applyProjection<FastJets>(event, "FullJets").jetsByPt();
+ map<Jet, Jet, jetcomp> jetmap;
+ foreach (Jet jet, unsubjets) {
+ double scalefac = getScaleFac(jet, 0.);
+ FourMomentum jetsub = SubtractJetMom(jet, &thmommap, 1.);
+ if (fabs(jetsub.eta()) < _etamax &&
+ scalefac*jetsub.pT() > _ptmin*GeV && scalefac*jetsub.pT() < _ptmax*GeV)
+ jetmap[jet]=Jet(jetsub);
+ }
+ for (map<Jet, Jet, jetcomp>::iterator mapit = jetmap.begin(); mapit != jetmap.end(); mapit++) {
+ double girth(0.);
+ double jetpt((mapit->second).pT());
+ foreach (Particle part, (mapit->first).constituents()) {
+ if (part.momentum().E() < 1e-5 && part.momentum().E() > 1e-7) {
+ FourMomentum sub(0.,0.,0.,0.);
+ map<FourMomentum, FourMomentum, FourMomComp>::iterator thmapit;
+ thmapit = thmommap.find(part.momentum());
+ if (thmapit != thmommap.end()) sub = thmapit->second;
+ double dR(deltaR(sub, mapit->second));
+ girth -= sub.pT()*dR/jetpt;
+ }
+ else {
+ double dR(deltaR(part, mapit->second));
+ girth += part.momentum().pT()*dR/jetpt;
+ }
+ }
+ _h_girth->fill(girth,weight);
+ if (cent < 0.) {
+ _h_pp_g_full->fill(girth,weight);
+ }
+ }
+ if (cent < 0.) {
+ Cut cuts = Cuts::abseta < _etamax && Cuts::pT > _ptmin*GeV && Cuts::pT < _ptmax*GeV;
+ Jets chjets = applyProjection<FastJets>(event, "ChargedJets").jetsByPt(cuts);
+ foreach (Jet jet, chjets) {
+ double chgirth(0.);
+ foreach (Particle part, jet.constituents()) {
+ double dR(deltaR(part, jet));
+ chgirth += part.pT()*dR/jet.pT();
+ }
+ _h_pp_g_ch->fill(chgirth, weight);
+ }
+ }
+#elif MODE==1
+ PseudoJets pevent, allpjets;
+ std::set<std::pair<size_t,size_t> > gridevent;
+ vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ if (grid[i][k].E() > 0. ) {
+ PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
+ pevent.push_back(part);
+ }
+ }
+
+ const FinalState& fs = applyProjection<FinalState>(event, "FS");
+
+ JetDefinition jet_def(antikt_algorithm, _jetR);
+ ClusterSequence cs(pevent, jet_def);
+ allpjets = sorted_by_pt(cs.inclusive_jets());
+ PseudoJets pjets;
+ foreach (PseudoJet pjet, allpjets) {
+ double scalefac(getScaleFac(Jet(pjet), 0., &fs));
+ if (fabs(pjet.eta()) < _etamax &&
+ scalefac*pjet.pt() > _ptmin*GeV && scalefac*pjet.pt() < _ptmax*GeV)
+ pjets.push_back(pjet);
+ }
+ foreach (PseudoJet pjet, pjets) {
+ double girth(0.);
+ foreach (PseudoJet part, pjet.constituents()) {
+ double dR(deltaR(Get4Mom(part), Get4Mom(pjet)));
+ girth += part.pt()*dR/pjet.pt();
+ }
+ _h_girth->fill(girth, weight);
+ if (cent < 0.) _h_pp_g_full->fill(girth, weight);
+ }
+#endif
+
+
+
+ }
+
+
+ /// Normalise histograms etc., after the run
+ void finalize() {
+
+ normalize(_h_girth);
+ normalize(_h_pp_g_full);
+ normalize(_h_pp_g_ch);
+ }
+
+ //@}
+
+
+ private:
+
+ double _etamax, _ptmin, _ptmax, _jetR;
+ size_t _nphibins, _netabins;
+
+
+ Histo1DPtr _h_girth;
+ Histo1DPtr _h_pp_g_full, _h_pp_g_ch;
+ //@}
+
+
+ };
+
+
+
+ // The hook for the plugin system
+#if MODE==0
+ DECLARE_RIVET_PLUGIN(ALICE_GIRTH_4MOMSUB);
+#elif MODE==1
+ DECLARE_RIVET_PLUGIN(ALICE_GIRTH_GRIDSUB2);
+#endif
+
+}
Index: trunk/code/CMS_CHPTSPEC.cc
===================================================================
--- trunk/code/CMS_CHPTSPEC.cc (revision 451)
+++ trunk/code/CMS_CHPTSPEC.cc (revision 452)
@@ -1,68 +1,66 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Projections/IdentifiedFinalState.hh"
-#include "Rivet/RivetAIDA.hh"
namespace Rivet {
/// @brief charged hadron spectra in pp
class CMS_CHPTSPEC : public Analysis {
public:
/// Constructor
CMS_CHPTSPEC()
: Analysis("CMS_CHPTSPEC"),
_sumWeightSelected(0.0)
{
- setBeams(PROTON, PROTON);
setNeedsCrossSection(true);
}
/// Book projections and histograms
void init() {
ChargedFinalState cfs(-10., 10., 0.*GeV);
addProjection(cfs, "CFS");
- _h_pT_ch_1 = bookHistogram1D(1,1,1);
+ _h_pT_ch_1 = bookHisto1D(1,1,1);
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
const ChargedFinalState& cfs = applyProjection<ChargedFinalState>(event, "CFS");
foreach (const Particle& p, cfs.particles()) {
if (fabs(p.momentum().eta()) < 1.) {
const double pT = p.momentum().pT() / GeV;
_h_pT_ch_1->fill(pT, weight/pT);
}
}
_sumWeightSelected += event.weight();
}
/// Finalize
void finalize() {
// scale(_h_pT_ch_1,crossSection()/(millibarn*2.*M_PI*2.*_sumWeightSelected));
scale(_h_pT_ch_1,1./(2.*M_PI*_sumWeightSelected));
getLog() << Log::DEBUG << "sumOfWeights() = " << sumOfWeights() << std::endl;
getLog() << Log::DEBUG << "_sumWeightSelected = " << _sumWeightSelected << std::endl;
}
private:
double _sumWeightSelected;
- AIDA::IHistogram1D * _h_pT_ch_1;
+ Histo1DPtr _h_pT_ch_1;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<CMS_CHPTSPEC> plugin_CMS_CHPTSPEC;
}
Index: trunk/code/ATLAS_2013_I1240088.cc
===================================================================
--- trunk/code/ATLAS_2013_I1240088.cc (revision 451)
+++ trunk/code/ATLAS_2013_I1240088.cc (revision 452)
@@ -1,124 +1,124 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include <boost/lexical_cast.hpp>
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class ATLAS_2013_I1240088 : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
ATLAS_2013_I1240088()
: Analysis("ATLAS_2013_I1240088")
{
normalise = false;
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
FinalState fs(-4.0, 4.0, 0.*GeV);
addProjection(fs, "FS");
FastJets fj02(fs, FastJets::ANTIKT, 0.2);
fj02.useInvisibles();
addProjection(fj02, "Jets02");
_centedges += 0.05, 0.1, 0.2, 0.3, 0.4, 0.5, 0.6;
_ptedges += 45.0, 60.0, 80.0, 110.0, 160.0;
_ncentbins = _centedges.size()-1;
_nptbins = _ptedges.size()-1;
for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t j = 0; j < _nptbins; ++j) {
- _histos[i][j] = bookHistogram1D(i+1, 2, j+1);
+ _histos[i][j] = bookHisto1D(i+1, 2, j+1);
}
}
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
+ const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
- Jets alljets = applyProjection<FastJets>(event, "Jets02").jetsByPt(_ptedges.front()*GeV, _ptedges.back()*GeV, -2.1, 2.1);
+ Cut cuts = Cuts::abseta < 2.1 && Cuts::pT > _ptedges.front()*GeV && Cuts::pT < _ptedges.back()*GeV;
+ Jets alljets = applyProjection<FastJets>(event, "Jets02").jetsByPt(cuts);
for (size_t i = 0; i < _ncentbins; ++i) {
if (cent < 0. || (cent >= _centedges[i] && cent < _centedges[i+1])) {
for (size_t j = 0; j < _nptbins; ++j) {
foreach (Jet jet, alljets) {
double pt(jet.momentum().pT());
if (pt > _ptedges[j]*GeV && pt < _ptedges[j+1]*GeV) {
normalise = true;
double phi(jet.phi());
if (phi > M_PI/2. && phi < M_PI) phi = M_PI - phi;
if (phi > M_PI && phi < 3.*M_PI/2.) phi = phi - M_PI;
if (phi > 3.*M_PI/2.) phi = 2.*M_PI - phi;
_histos[i][j]->fill(phi,weight);
}
}
}
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
if (!normalise) return;
for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t j = 0; j < _nptbins; ++j) {
normalize(_histos[i][j]);
}
}
}
//@}
private:
// Data members like post-cuts event weight counters go here
vector<double> _ptedges;
vector<double> _centedges;
size_t _ncentbins, _nptbins;
bool normalise;
private:
/// @name Histograms
//@{
- AIDA::IHistogram1D *_histos[6][4];
+ Histo1DPtr _histos[6][4];
//@}
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(ATLAS_2013_I1240088);
}
Index: trunk/code/MC_DIJETS.cc
===================================================================
--- trunk/code/MC_DIJETS.cc (revision 451)
+++ trunk/code/MC_DIJETS.cc (revision 452)
@@ -1,821 +1,821 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include <iostream>
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class MC_DIJETS : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
MC_DIJETS()
: Analysis("MC_DIJETS")
{
_ndijets = 0.; _ndijets_ajl = 0.; _ndijets_ajh = 0.; _ndijets_dphisel = 0.;
_Njet100[0] = 0.; _Njet100[1] = 0.;
_Njet100mat[0] = 0.; _Njet100mat[1] = 0.;
_nradbins = 9;
_pt1min = 100.; _pt2min = 20.;
_ajcut1 = 0.2; _ajcut2 = 0.5; _ajcut3 = 0.3;
_gridrmax = 10.; _gridphimax = M_PI;
_ngridrbins = 50; _ngridphibins = 31;
_nlnbins = 32; _lnmax = 8.;
_rs.clear(); _phis.clear(); _phi1s.clear(); _phi2s.clear(); _ln1s.clear(); _ln2s.clear(); _weights.clear();
setNeedsCrossSection(true);
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_centedges += 0.0, 0.1;
_jetparams += 0.4;
_ncentbins = _centedges.size()-1;
_njetbins = _jetparams.size();
_Nupper = 0.; _Nlower = 0.;
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
ChargedFinalState cfs(-5.0, 5.0, 0.*GeV);
addProjection(cfs, "CFS");
for (size_t j = 0; j < _njetbins; ++j) {
stringstream ss; ss << "Jets" << j;
const string pname = ss.str();
_names[j] = pname;
FastJets fj(fs, FastJets::ANTIKT, _jetparams[j]);
fj.useInvisibles();
addProjection(fj, pname);
}
readLnGrid();
// for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t k = 0; k < 2; ++k) {
stringstream ss; ss << "jetpt" << "_" << k;
- _h_jetpt[k] = bookHistogram1D(ss.str(),30, 0., 300.);
+ _h_jetpt[k] = bookHisto1D(ss.str(),30, 0., 300.);
ss << "_ajl";
- _h_jetpt_ajl[k] = bookHistogram1D(ss.str(),30, 0., 300.);
+ _h_jetpt_ajl[k] = bookHisto1D(ss.str(),30, 0., 300.);
stringstream ssi; ssi << "jetpt" << "_" << k << "_ajh";
- _h_jetpt_ajh[k]= bookHistogram1D(ssi.str(),30, 0., 300.);
+ _h_jetpt_ajh[k]= bookHisto1D(ssi.str(),30, 0., 300.);
stringstream ss2; ss2 << "FFz" << "_" << k;
- _h_z[k] = bookHistogram1D(ss2.str(), 25, 0., 1.);
+ _h_z[k] = bookHisto1D(ss2.str(), 25, 0., 1.);
ss2 << "_ajl";
- _h_z_ajl[k] = bookHistogram1D(ss2.str(),25, 0., 1.);
+ _h_z_ajl[k] = bookHisto1D(ss2.str(),25, 0., 1.);
stringstream ssii; ssii << "FFz" << "_" << k << "_ajh";
- _h_z_ajh[k] = bookHistogram1D(ssii.str(),25, 0., 1.);
+ _h_z_ajh[k] = bookHisto1D(ssii.str(),25, 0., 1.);
stringstream ss3; ss3 << "FFkt" << "_" << k;
- _h_pt[k] = bookHistogram1D(ss3.str(), 25, 0., 100. );
+ _h_pt[k] = bookHisto1D(ss3.str(), 25, 0., 100. );
ss3 << "_ajl";
- _h_pt_ajl[k] = bookHistogram1D(ss3.str(),25, 0., 100.);
+ _h_pt_ajl[k] = bookHisto1D(ss3.str(),25, 0., 100.);
stringstream ssiii; ssiii << "FFkt" << "_" << k << "_ajh";
- _h_pt_ajh[k] = bookHistogram1D(ssiii.str(),25, 0., 100.);
+ _h_pt_ajh[k] = bookHisto1D(ssiii.str(),25, 0., 100.);
stringstream ss4; ss4 << "virtuality" << "_" << k;
- _h_virtuality[k] = bookHistogram1D(ss4.str(),30, 0., 300.);
+ _h_virtuality[k] = bookHisto1D(ss4.str(),30, 0., 300.);
stringstream ss5; ss5 << "intialpt" << "_" << k;
- _h_initialpt[k] = bookHistogram1D(ss5.str(),30, 0., 300.);
+ _h_initialpt[k] = bookHisto1D(ss5.str(),30, 0., 300.);
stringstream ss6; ss6 << "virtualityoverpt" << "_" << k;
- _h_virtopt[k] = bookHistogram1D(ss6.str(),50, 0., 1.);
+ _h_virtopt[k] = bookHisto1D(ss6.str(),50, 0., 1.);
stringstream ss10; ss10 << "virtuality100" << "_" << k;
- _h_virtuality100[k] = bookHistogram1D(ss10.str(),30, 0., 300.);
+ _h_virtuality100[k] = bookHisto1D(ss10.str(),30, 0., 300.);
stringstream ss11; ss11 << "FFz100" << "_" << k;
- _h_z100[k] = bookHistogram1D(ss11.str(), 25, 0., 1.);
+ _h_z100[k] = bookHisto1D(ss11.str(), 25, 0., 1.);
stringstream ss13; ss13 << "mult100" << "_" << k;
- _h_mult100[k] = bookHistogram1D(ss13.str(), 25, 0.5, 25.5);
+ _h_mult100[k] = bookHisto1D(ss13.str(), 25, 0.5, 25.5);
stringstream ss14; ss14 << "eta" << "_" << k;
- _h_eta[k] = bookHistogram1D(ss14.str(), 20, 0., 2.);
+ _h_eta[k] = bookHisto1D(ss14.str(), 20, 0., 2.);
stringstream ss15; ss15 << "jetmass" << "_" << k;
- _h_jetmass[k] = bookHistogram1D(ss15.str(), 50, 0., 100.);
+ _h_jetmass[k] = bookHisto1D(ss15.str(), 50, 0., 100.);
stringstream ss16; ss16 << "massopt" << "_" << k;
- _h_massopt[k] = bookHistogram1D(ss16.str(), 50, 0., 0.5);
+ _h_massopt[k] = bookHisto1D(ss16.str(), 50, 0., 0.5);
stringstream ss17; ss17 << "leadpartz" << "_" << k;
- _h_leadpartz[k] = bookHistogram1D(ss17.str(), 50, 0., 1.);
+ _h_leadpartz[k] = bookHisto1D(ss17.str(), 50, 0., 1.);
}
// }
- _h_ptratiodist = bookHistogram1D("ptratio-dist", 25, 0., 1.);
- _h_prodrall = bookHistogram1D("prodrall", 25, 0., 10.);
- _h_prodrdij = bookHistogram1D("prodrdij", 25, 0., 10.);
- _h_prodrleadj = bookHistogram1D("prodrleadj", 25, 0., 10.);
+ _h_ptratiodist = bookHisto1D("ptratio-dist", 25, 0., 1.);
+ _h_prodrall = bookHisto1D("prodrall", 25, 0., 10.);
+ _h_prodrdij = bookHisto1D("prodrdij", 25, 0., 10.);
+ _h_prodrleadj = bookHisto1D("prodrleadj", 25, 0., 10.);
_p_pt1 = bookProfile1D("pt1", 25, 0., 10.);
_p_pt2 = bookProfile1D("pt2", 25, 0., 10.);
_p_ptratio = bookProfile1D("ptratio", 25, 0., 10.);
_p_pdijet = bookProfile1D("pdijet", 25, 0., 10.);
- _h_dijetphi = bookHistogram1D("dijetphi", 12, 0., M_PI);
- _h_dijetphi_ajl = bookHistogram1D("dijetphi_ajl", 12, 0., M_PI);
- _h_dijetphi_ajm = bookHistogram1D("dijetphi_ajm", 12, 0., M_PI);
- _h_dijetphi_ajh = bookHistogram1D("dijetphi_ajh", 12, 0., M_PI);
+ _h_dijetphi = bookHisto1D("dijetphi", 12, 0., M_PI);
+ _h_dijetphi_ajl = bookHisto1D("dijetphi_ajl", 12, 0., M_PI);
+ _h_dijetphi_ajm = bookHisto1D("dijetphi_ajm", 12, 0., M_PI);
+ _h_dijetphi_ajh = bookHisto1D("dijetphi_ajh", 12, 0., M_PI);
_p_pdijetphi = bookProfile1D("pdijetphi", 12, 0., M_PI);
_p_ptratiophi = bookProfile1D("ptratiophi", 12, 0., M_PI);
- _h_aj = bookHistogram1D("aj", 20, 0., 1.);
- _h_aj_all_xs = bookHistogram1D("aj_all_xs", 20, 0., 1.);
- _h_aj_2_xs = bookHistogram1D("aj_2_xs", 20, 0., 1.);
- _h_aj_3_xs = bookHistogram1D("aj_3_xs", 20, 0., 1.);
- _h_aj_4_xs = bookHistogram1D("aj_4_xs", 20, 0., 1.);
- _h_aj_deta0 = bookHistogram1D("aj_deta0", 20, 0., 1.);
- _h_aj_deta1 = bookHistogram1D("aj_deta1", 20, 0., 1.);
- _h_aj_deta2 = bookHistogram1D("aj_deta2", 20, 0., 1.);
- _h_ajin0 = bookHistogram1D("ajin0", 20, 0., 1.);
- _h_ajin1 = bookHistogram1D("ajin1", 20, 0., 1.);
- _h_ajin2 = bookHistogram1D("ajin2", 20, 0., 1.);
- _h_ajin3 = bookHistogram1D("ajin3", 20, 0., 1.);
- _h_ajbin[0] = bookHistogram1D("ajbin_0", 20, 0., 1.);
- _h_ajbin[1] = bookHistogram1D("ajbin_1", 20, 0., 1.);
- _h_ajbin[2] = bookHistogram1D("ajbin_2", 20, 0., 1.);
- _h_ajbin[3] = bookHistogram1D("ajbin_3", 20, 0., 1.);
- _h_ajbinxsec[0] = bookHistogram1D("ajbinxsec_0", 20, 0., 1.);
- _h_ajbinxsec[1] = bookHistogram1D("ajbinxsec_1", 20, 0., 1.);
- _h_ajbinxsec[2] = bookHistogram1D("ajbinxsec_2", 20, 0., 1.);
- _h_ajbinxsec[3] = bookHistogram1D("ajbinxsec_3", 20, 0., 1.);
- _h_ajinbin[0] = bookHistogram1D("ajinbin_0", 20, 0., 1.);
- _h_ajinbin[1] = bookHistogram1D("ajinbin_1", 20, 0., 1.);
- _h_ajinbin[2] = bookHistogram1D("ajinbin_2", 20, 0., 1.);
- _h_ajinbin[3] = bookHistogram1D("ajinbin_3", 20, 0., 1.);
- _h_ajbin2[0] = bookHistogram1D("ajbin2_0", 20, 0., 1.);
- _h_ajbin2[1] = bookHistogram1D("ajbin2_1", 20, 0., 1.);
- _h_ajbin2[2] = bookHistogram1D("ajbin2_2", 20, 0., 1.);
- _h_ajbin2[3] = bookHistogram1D("ajbin2_3", 20, 0., 1.);
- _h_ajinbin2[0] = bookHistogram1D("ajinbin2_0", 20, 0., 1.);
- _h_ajinbin2[1] = bookHistogram1D("ajinbin2_1", 20, 0., 1.);
- _h_ajinbin2[2] = bookHistogram1D("ajinbin2_2", 20, 0., 1.);
- _h_ajinbin2[3] = bookHistogram1D("ajinbin2_3", 20, 0., 1.);
- _h_ajfs = bookHistogram1D("ajfs", 20, 0., 1.);
- _h_ajcorr = bookHistogram2D("ajcorr", 20, 0., 1., 20, 0., 1.);
+ _h_aj = bookHisto1D("aj", 20, 0., 1.);
+ _h_aj_all_xs = bookHisto1D("aj_all_xs", 20, 0., 1.);
+ _h_aj_2_xs = bookHisto1D("aj_2_xs", 20, 0., 1.);
+ _h_aj_3_xs = bookHisto1D("aj_3_xs", 20, 0., 1.);
+ _h_aj_4_xs = bookHisto1D("aj_4_xs", 20, 0., 1.);
+ _h_aj_deta0 = bookHisto1D("aj_deta0", 20, 0., 1.);
+ _h_aj_deta1 = bookHisto1D("aj_deta1", 20, 0., 1.);
+ _h_aj_deta2 = bookHisto1D("aj_deta2", 20, 0., 1.);
+ _h_ajin0 = bookHisto1D("ajin0", 20, 0., 1.);
+ _h_ajin1 = bookHisto1D("ajin1", 20, 0., 1.);
+ _h_ajin2 = bookHisto1D("ajin2", 20, 0., 1.);
+ _h_ajin3 = bookHisto1D("ajin3", 20, 0., 1.);
+ _h_ajbin[0] = bookHisto1D("ajbin_0", 20, 0., 1.);
+ _h_ajbin[1] = bookHisto1D("ajbin_1", 20, 0., 1.);
+ _h_ajbin[2] = bookHisto1D("ajbin_2", 20, 0., 1.);
+ _h_ajbin[3] = bookHisto1D("ajbin_3", 20, 0., 1.);
+ _h_ajbinxsec[0] = bookHisto1D("ajbinxsec_0", 20, 0., 1.);
+ _h_ajbinxsec[1] = bookHisto1D("ajbinxsec_1", 20, 0., 1.);
+ _h_ajbinxsec[2] = bookHisto1D("ajbinxsec_2", 20, 0., 1.);
+ _h_ajbinxsec[3] = bookHisto1D("ajbinxsec_3", 20, 0., 1.);
+ _h_ajinbin[0] = bookHisto1D("ajinbin_0", 20, 0., 1.);
+ _h_ajinbin[1] = bookHisto1D("ajinbin_1", 20, 0., 1.);
+ _h_ajinbin[2] = bookHisto1D("ajinbin_2", 20, 0., 1.);
+ _h_ajinbin[3] = bookHisto1D("ajinbin_3", 20, 0., 1.);
+ _h_ajbin2[0] = bookHisto1D("ajbin2_0", 20, 0., 1.);
+ _h_ajbin2[1] = bookHisto1D("ajbin2_1", 20, 0., 1.);
+ _h_ajbin2[2] = bookHisto1D("ajbin2_2", 20, 0., 1.);
+ _h_ajbin2[3] = bookHisto1D("ajbin2_3", 20, 0., 1.);
+ _h_ajinbin2[0] = bookHisto1D("ajinbin2_0", 20, 0., 1.);
+ _h_ajinbin2[1] = bookHisto1D("ajinbin2_1", 20, 0., 1.);
+ _h_ajinbin2[2] = bookHisto1D("ajinbin2_2", 20, 0., 1.);
+ _h_ajinbin2[3] = bookHisto1D("ajinbin2_3", 20, 0., 1.);
+ _h_ajfs = bookHisto1D("ajfs", 20, 0., 1.);
+ _h_ajcorr = bookHisto2D("ajcorr", 20, 0., 1., 20, 0., 1.);
_p_lossrate = bookProfile1D("lossrate", 50, 0., 1.);
_p_lossrate2 = bookProfile1D("lossrate2", 50, 0., 1.);
_p_gainrate = bookProfile1D("gainrate", 50, 0., 1.);
_p_isfrac = bookProfile1D("isfrac", 50, 0., 1.);
_p_isfrac2 = bookProfile1D("isfrac2", 50, 0., 1.);
_p_isfrac3 = bookProfile1D("isfrac3", 4, -1.5, 2.5);
- _h_lns = bookHistogram1D("path_lengths", 50, 0., 20.);
- _h_lns2 = bookHistogram2D("path_lengths_2d", 50, 0., 10., 50, 0., 10.);
- _h_deltaln0 = bookHistogram1D("deltaln0", 150, -20., 40.);
- _h_deltaln1 = bookHistogram1D("deltaln1", 150, -20., 40.);
- _h_deltaln2 = bookHistogram1D("deltaln2", 150, -20., 40.);
- _h_deltaln[0] = bookHistogram1D("deltaln_0", 150, -20., 40.);
- _h_deltaln[1] = bookHistogram1D("deltaln_1", 150, -20., 40.);
- _h_deltaln[2] = bookHistogram1D("deltaln_2", 150, -20., 40.);
- _h_deltaln[3] = bookHistogram1D("deltaln_3", 150, -20., 40.);
- _h_deltaln_deta0 = bookHistogram1D("deltaln_deta0", 150, -20., 40.);
- _h_deltaln_deta1 = bookHistogram1D("deltaln_deta1", 150, -20., 40.);
- _h_deltaln_deta2 = bookHistogram1D("deltaln_deta2", 150, -20., 40.);
- _h_prodpoints = bookHistogram2D("prodpoints", 40, -8., 8., 40, -8., 8.);
- _h_deltaeta = bookHistogram1D("deltaeta", 40, 0., 4.);
+ _h_lns = bookHisto1D("path_lengths", 50, 0., 20.);
+ _h_lns2 = bookHisto2D("path_lengths_2d", 50, 0., 10., 50, 0., 10.);
+ _h_deltaln0 = bookHisto1D("deltaln0", 150, -20., 40.);
+ _h_deltaln1 = bookHisto1D("deltaln1", 150, -20., 40.);
+ _h_deltaln2 = bookHisto1D("deltaln2", 150, -20., 40.);
+ _h_deltaln[0] = bookHisto1D("deltaln_0", 150, -20., 40.);
+ _h_deltaln[1] = bookHisto1D("deltaln_1", 150, -20., 40.);
+ _h_deltaln[2] = bookHisto1D("deltaln_2", 150, -20., 40.);
+ _h_deltaln[3] = bookHisto1D("deltaln_3", 150, -20., 40.);
+ _h_deltaln_deta0 = bookHisto1D("deltaln_deta0", 150, -20., 40.);
+ _h_deltaln_deta1 = bookHisto1D("deltaln_deta1", 150, -20., 40.);
+ _h_deltaln_deta2 = bookHisto1D("deltaln_deta2", 150, -20., 40.);
+ _h_prodpoints = bookHisto2D("prodpoints", 40, -8., 8., 40, -8., 8.);
+ _h_deltaeta = bookHisto1D("deltaeta", 40, 0., 4.);
_p_quarkfrac = bookProfile1D("quarkfrac", 2, -0.5, 1.5);
_p_swapfrac = bookProfile1D("swapfrac", 2, -0.5, 1.5);
- _h_moptasym = bookHistogram1D("moptasym", 25, 0., 1.);
+ _h_moptasym = bookHisto1D("moptasym", 25, 0., 1.);
_p_meanpathlength = bookProfile1D("meanpathlength", 1, -0.5, 0.5);
}
/// read in path length grid
void readLnGrid() {
std::ifstream infile("geo-finegrid.dat");
if (infile.is_open()) {
for (size_t i = 0; i < 50 ; ++i) {
for (size_t j = 0; j < 31 ; ++j) {
infile >> _Lngrid[i][j];
}
}
}
else {
cout<<"Unable to open input file.\n";
exit(1);
}
}
/// interpolation on path length grid
double getLn(double r, double phi, double jetphi, double jeteta) {
double phirel; vector<double> _rs, _phis, _phi1s, _phi2s, _ln1s, _ln2s;
if (jetphi > phi) phirel = jetphi - phi;
else phirel = 2.*M_PI - (phi - jetphi);
if (phirel > M_PI) phirel = 2.*M_PI - phirel;
int rbin, phibin;
rbin = r*_ngridrbins/_gridrmax;
phibin = phirel*(_ngridphibins-1)/_gridphimax;
double rvals[2], phivals[2], lnvals[2][2];
for (size_t i = 0; i < 2; ++i) {
rvals[i] = (rbin+i)*_gridrmax/_ngridrbins;
phivals[i] = (phibin+i)*_gridphimax/(_ngridphibins-1);
for (size_t j = 0; j < 2; ++j) {
lnvals[i][j] = _Lngrid[rbin+i][phibin+j];
}
}
double a,b,tmp[2],res;
for (size_t i = 0; i < 2; ++i) {
a = (lnvals[i][1]-lnvals[i][0])/(phivals[1]-phivals[0]);
b = lnvals[i][0] - a*phivals[0];
tmp[i] = a*phirel+b;
}
a = (tmp[1]-tmp[0])/(rvals[1]-rvals[0]);
b = tmp[0] - a*rvals[0];
res = a*r+b;
return 2.*res;
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
- // const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
- double jprodphi = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->event_plane_angle():-1.);
- const double jprodr = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->eccentricity():9.5);
- const double inpt1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Ncoll_hard())*0.01:0.);
- const double inmass1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Npart_proj())*0.01:0.);
- double inphi1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Npart_targ())*0.01:0.);
+ // const double cent = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->impact_parameter():-1.);
+ double jprodphi = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->event_plane_angle():-1.);
+ const double jprodr = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->eccentricity():9.5);
+ const double inpt1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Ncoll_hard())*0.01:0.);
+ const double inmass1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Npart_proj())*0.01:0.);
+ double inphi1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Npart_targ())*0.01:0.);
if (inphi1 < 0.) inphi1 += 2.*M_PI;
- const double ineta1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Nwounded_Nwounded_collisions())*0.01:0.);
- const double inpt2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Ncoll())*0.01:0.);
- const double inmass2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->spectator_neutrons())*0.01:0.);
- double inphi2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->spectator_protons())*0.01:0.);
+ const double ineta1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Nwounded_Nwounded_collisions())*0.01:0.);
+ const double inpt2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Ncoll())*0.01:0.);
+ const double inmass2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->spectator_neutrons())*0.01:0.);
+ double inphi2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->spectator_protons())*0.01:0.);
if (inphi2 < 0.) inphi2 += 2.*M_PI;
- const double ineta2 = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->sigma_inel_NN():0.);
- const int isgluon1 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->N_Nwounded_collisions()):-1);
- const int isgluon2 = (event.genEvent().heavy_ion()?(event.genEvent().heavy_ion()->Nwounded_N_collisions()):-1);
+ const double ineta2 = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->sigma_inel_NN():0.);
+ const int isgluon1 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->N_Nwounded_collisions()):-1);
+ const int isgluon2 = (event.genEvent()->heavy_ion()?(event.genEvent()->heavy_ion()->Nwounded_N_collisions()):-1);
double deltaphi(deltaPhi(inphi1,inphi2));
const ChargedFinalState& tracks = applyProjection<ChargedFinalState>(event, "CFS");
_h_prodrall->fill(jprodr,weight);
_h_prodpoints->fill(jprodr*cos(jprodphi),jprodr*sin(jprodphi),1.);
_rad = jprodr;
double ln[2], virt[2], inpt[2], inphi[2], ineta[2];
if (inpt1 > inpt2) {
inpt[0] = inpt1;
inpt[1] = inpt2;
virt[0] = inmass1;
virt[1] = inmass2;
inphi[0] = inphi1;
inphi[1] = inphi2;
ineta[0] = ineta1;
ineta[1] = ineta2;
_p_quarkfrac->fill(0, 1.-isgluon1, weight);
_p_quarkfrac->fill(1, 1.-isgluon2, weight);
}
else {
inpt[0] = inpt2;
inpt[1] = inpt1;
virt[0] = inmass2;
virt[1] = inmass1;
inphi[0] = inphi2;
inphi[1] = inphi1;
ineta[0] = ineta2;
ineta[1] = ineta1;
_p_quarkfrac->fill(0, 1.-isgluon2, weight);
_p_quarkfrac->fill(1, 1.-isgluon1, weight);
}
ln[0] = getLn(jprodr, jprodphi, inphi[0], ineta[0]);
ln[1] = getLn(jprodr, jprodphi, inphi[1], ineta[1]);
bool partonspasscuts(inpt[0] > _pt1min && inpt[1] > _pt2min && abs(ineta[0]) < 2. &&
abs(ineta[1]) < 2. && deltaphi > M_PI/2.);
double ajin((inpt[0]-inpt[1])/(inpt[0]+inpt[1]));
_h_ajin0->fill(ajin,weight);
if (inpt[0] > _pt1min) _h_ajin1->fill(ajin,weight);
if (partonspasscuts) {
_h_ajin2->fill(ajin,weight);
_h_deltaln0->fill(ln[1]-ln[0],weight);
}
// standard selection
- const Jets jets = applyProjection<FastJets>(event, _names[0]).jetsByPt(_pt2min*GeV, 10000*GeV, -2.0, 2.0);
+ Cut cuts = Cuts::abseta < 2.0 && Cuts::pT > _pt2min*GeV;
+ const Jets jets = applyProjection<FastJets>(event, _names[0]).jetsByPt(cuts);
if (jets.size() < 1) {
if (partonspasscuts) _p_lossrate->fill(ajin,1.,weight);
_p_lossrate2->fill(ajin,1.,weight);
// if (partonspasscuts) cout<<"di-jet fails cuts with "<<ajin<<endl;
return;
}
double pt1(jets[0].momentum().pT());
double phi1(jets[0].momentum().phi());
if (phi1 > M_PI) phi1 = 2.*M_PI - phi1;
double phi2guess;
phi2guess = M_PI - phi1;
if (pt1 > _pt1min*GeV) {
if (jets.size() < 2) {
_p_pdijet->fill(jprodr,0.,weight);
_p_pdijetphi->fill(phi2guess,0.,weight);
}
else {
if (deltaPhi(jets[0],jets[1]) > M_PI/2.) {
_p_pdijet->fill(jprodr,1.,weight);
_p_pdijetphi->fill(phi2guess,1.,weight);
_ndijets += weight;
}
else {
_p_pdijet->fill(jprodr,0.,weight);
_p_pdijetphi->fill(phi2guess,0.,weight);
}
}
_h_prodrleadj->fill(jprodr,weight);
/* double phitmp(jets[0].momentum().phi()+M_PI);
if (phitmp > 2.*M_PI) phitmp -= 2.*M_PI;
_phi1s.push_back(jets[0].momentum().phi());
_phi2s.push_back(phitmp);
_rads.push_back(jprodr);*/
double ln1,ln2;
ln1 = getLn(jprodr, jprodphi, jets[0].momentum().phi(), jets[0].momentum().eta());
if (jets.size() > 1) {
if (deltaPhi(jets[0],jets[1]) > M_PI/2.) {
ln2 = getLn(jprodr, jprodphi, jets[1].momentum().phi(), jets[1].momentum().eta());
_h_deltaln1->fill(ln2-ln1,weight);
}
}
else {
double jeta, jphi, dphi0, dphi1;
jphi = jets[0].momentum().phi();
jeta = jets[0].momentum().eta();
dphi0 = deltaPhi(jphi,inphi1);
dphi1 = deltaPhi(jphi,inphi2);
if (dphi0 < M_PI/5. && ineta2 < 2. && dphi1 > M_PI/2.) {
ln2 = getLn(jprodr, jprodphi, inphi2, ineta2);
_h_deltaln1->fill(ln2-ln1,weight);
}
if (dphi1 < M_PI/5. && ineta1 < 2. && dphi0 > M_PI/2.) {
ln2 = getLn(jprodr, jprodphi, inphi1, ineta1);
_h_deltaln1->fill(ln2-ln1,weight);
}
}
}
// di-jet cuts
if (jets.size() < 2 || pt1 < _pt1min*GeV) {
if (partonspasscuts) _p_lossrate->fill(ajin,1.,weight);
_p_lossrate2->fill(ajin,1.,weight);
return;
}
if (deltaPhi(jets[0],jets[1]) < M_PI/2.) {
if (partonspasscuts) _p_lossrate->fill(ajin,1.,weight);
_p_lossrate2->fill(ajin,1.,weight);
return;
}
double pt2(jets[1].momentum().pT());
double aj = (pt1 - pt2)/(pt1 + pt2);
if (partonspasscuts) _p_lossrate->fill(ajin,0.,weight);
_p_lossrate2->fill(ajin,0.,weight);
if (inpt[0] > _pt1min && inpt[1] > _pt2min) _p_gainrate->fill(aj,0.,weight);
else _p_gainrate->fill(aj,1.,weight);
// check if one of the jets is obviously from IS
bool isjet(false);
if ((pt1 - inpt[0])/inpt[0] > 0.1 || (pt2 - inpt[1])/inpt[1] > 0.1) {
isjet = true;
_p_isfrac3->fill(-1,1.,weight);
_p_isfrac->fill(aj,1.,weight);
_p_isfrac2->fill(ajin,1.,weight);
if ((pt1 - inpt[0])/inpt[0] > 0.1 && (pt2 - inpt[1])/inpt[1] > 0.1) {
_p_isfrac3->fill(0,0.,weight);
_p_isfrac3->fill(1,0.,weight);
_p_isfrac3->fill(2,1.,weight);
}
else if ((pt1 - inpt[0])/inpt[0] > 0.1) {
_p_isfrac3->fill(0,1.,weight);
_p_isfrac3->fill(1,0.,weight);
_p_isfrac3->fill(2,0.,weight);
}
else {
_p_isfrac3->fill(0,0.,weight);
_p_isfrac3->fill(1,1.,weight);
_p_isfrac3->fill(2,0.,weight);
}
}
else {
_p_isfrac3->fill(-1,0.,weight);
_p_isfrac->fill(aj,0.,weight);
_p_isfrac2->fill(ajin,0.,weight);
_h_ajfs->fill(aj,weight);
}
double phi2(jets[1].momentum().phi());
if (phi2 > M_PI) phi2 = 2.*M_PI - phi2;
_h_prodrdij->fill(jprodr,weight);
_p_pt1->fill(jprodr,pt1,weight);
_p_pt2->fill(jprodr,pt2,weight);
_p_ptratio->fill(jprodr,pt2/pt1,weight);
_h_ptratiodist->fill(pt2/pt1,weight);
_h_dijetphi->fill(phi1,weight);
_p_ptratiophi->fill(phi2,pt2/pt1,weight);
for (size_t k = 0; k < 2; ++k) {
_h_jetmass[k]->fill(sqrt(max(jets[k].momentum().mass2(),0.)),weight);
_h_massopt[k]->fill(sqrt(max(jets[k].momentum().mass2(),0.))/jets[k].momentum().pT(),weight);
double zmax(0.);
foreach (Particle part, jets[k].particles()) {
double dR(deltaR(part,jets[k]));
double kt(part.momentum().pT());
double z(kt*cos(dR)/jets[k].momentum().pT());
if ( z > zmax) zmax = z;
}
_h_leadpartz[k]->fill(zmax,weight);
}
/* _phi1s.push_back(jets[0].momentum().phi());
_phi2s.push_back(jets[1].momentum().phi());
_rads.push_back(jprodr);
_cents.push_back(cent);*/
// asymmetry
if (aj < _ajcut1) {
_ndijets_ajl += weight;
_h_dijetphi_ajl->fill(phi1,weight);
}
if (aj > _ajcut2) {
_ndijets_ajh += weight;
_h_dijetphi_ajh->fill(phi1,weight);
}
if (aj > _ajcut3 && aj < _ajcut2) {
_h_dijetphi_ajm->fill(phi1,weight);
}
_h_aj->fill(aj,weight);
_h_aj_all_xs->fill(aj,weight);
if (jets.size() == 2) _h_aj_2_xs->fill(aj,weight);
if (jets.size() == 3) _h_aj_3_xs->fill(aj,weight);
if (jets.size() > 3) _h_aj_4_xs->fill(aj,weight);
if (!isjet) {
_h_ajcorr->fill(ajin,aj,weight);
_h_ajin3->fill(ajin,weight);
if (ajin > 0.6) {
_h_ajbin[3]->fill(aj,weight);
_h_ajbinxsec[3]->fill(aj,weight);
}
else if (ajin > 0.4) {
_h_ajbin[2]->fill(aj,weight);
_h_ajbinxsec[2]->fill(aj,weight);
}
else if (ajin > 0.2) {
_h_ajbin[1]->fill(aj,weight);
_h_ajbinxsec[1]->fill(aj,weight);
}
else {
_h_ajbin[0]->fill(aj,weight);
_h_ajbinxsec[0]->fill(aj,weight);
}
if (aj > 0.6) _h_ajinbin[3]->fill(ajin,weight);
else if (aj > 0.4) _h_ajinbin[2]->fill(ajin,weight);
else if (aj > 0.2) _h_ajinbin[1]->fill(ajin,weight);
else _h_ajinbin[0]->fill(ajin,weight);
double mopt1(inmass1/inpt1), mopt2(inmass2/inpt2);
double moptasym;
if (mopt1 == 0. && mopt2 == 0.) moptasym = 0.;
else moptasym = fabs(mopt1-mopt2)/(mopt1+mopt2);
_h_moptasym->fill(moptasym,weight);
if (moptasym > 0.6) {
_h_ajbin2[3]->fill(aj,weight);
_h_ajinbin2[3]->fill(ajin,weight);
}
else if (moptasym > 0.4) {
_h_ajbin2[2]->fill(aj,weight);
_h_ajinbin2[2]->fill(ajin,weight);
}
else if (moptasym > 0.2) {
_h_ajbin2[1]->fill(aj,weight);
_h_ajinbin2[1]->fill(ajin,weight);
}
else {
_h_ajbin2[0]->fill(aj,weight);
_h_ajinbin2[0]->fill(ajin,weight);
}
}
// fragmentation functions
for (size_t k = 0; k < 2; ++k) {
Jet jet(jets[k]);
_h_jetpt[k]->fill(jet.momentum().pT(),weight);
if (aj < _ajcut1) _h_jetpt_ajl[k]->fill(jet.momentum().pT(),weight);
if (aj > _ajcut2) _h_jetpt_ajh[k]->fill(jet.momentum().pT(),weight);
double jetpt(jet.momentum().pT());
bool jet100;
if (jetpt > 100.*GeV && jetpt < 125.*GeV){
jet100 = 1;
_Njet100[k] += weight;
}
else jet100 = 0;
int mult(0);
foreach (Particle track, tracks.particles()){
double dR(deltaR(track,jet));
if (dR < _jetparams[0]){
if (jet100) mult += 1;
double kt(track.momentum().pT());
double z(kt*cos(dR)/jetpt);
_h_z[k]->fill(z,weight);
if (aj < _ajcut1) _h_z_ajl[k]->fill(z,weight);
if (aj > _ajcut2) _h_z_ajh[k]->fill(z,weight);
if (jet100) _h_z100[k]->fill(z,weight);
_h_pt[k]->fill(kt,weight);
if (aj < _ajcut1) _h_pt_ajl[k]->fill(kt,weight);
if (aj > _ajcut2) _h_pt_ajh[k]->fill(kt,weight);
}
}
if (jet100) _h_mult100[k]->fill(mult,weight);
}
// path lengths
double ln1,ln2;
ln1 = getLn(jprodr, jprodphi, jets[0].momentum().phi(), jets[0].momentum().eta());
ln2 = getLn(jprodr, jprodphi, jets[1].momentum().phi(), jets[1].momentum().eta());
_h_lns->fill(ln1,weight);
_h_lns->fill(ln2,weight);
_h_deltaln2->fill(ln2-ln1,weight);
_h_lns2->fill(ln1,ln2,weight);
_p_meanpathlength->fill(0,ln1,weight);
_p_meanpathlength->fill(0,ln2,weight);
if (aj > 0.6) _h_deltaln[3]->fill(ln2-ln1,weight);
else if (aj > 0.4) _h_deltaln[2]->fill(ln2-ln1,weight);
else if (aj > 0.2) _h_deltaln[1]->fill(ln2-ln1,weight);
else _h_deltaln[0]->fill(ln2-ln1,weight);
if (ln1 < ln2){
_Nupper += weight;
_p_swapfrac->fill(0, 0., weight);
_p_swapfrac->fill(1, 1., weight);
}
else {
_Nlower += weight;
_p_swapfrac->fill(0, 1., weight);
_p_swapfrac->fill(1, 0., weight);
}
/* _rs.push_back(jprodr);
_phis.push_back(jprodphi);
_phi1s.push_back(jets[0].momentum().phi());
_phi2s.push_back(jets[1].momentum().phi());
_ln1s.push_back(ln1);
_ln2s.push_back(ln2);
_weights.push_back(weight);*/
// eta dependence
double deltaeta(fabs(jets[0].momentum().eta() - jets[1].momentum().eta()));
_h_deltaeta->fill(deltaeta,weight);
_h_eta[0]->fill(fabs(jets[0].momentum().eta()),weight);
_h_eta[1]->fill(fabs(jets[1].momentum().eta()),weight);
if (deltaeta < 0.25) {
_h_deltaln_deta0->fill(ln2-ln1,weight);
_h_aj_deta0->fill(aj,weight);
}
if (deltaeta > 1.) {
_h_deltaln_deta1->fill(ln2-ln1,weight);
_h_aj_deta1->fill(aj,weight);
}
if (deltaeta > 2.) {
_h_deltaln_deta2->fill(ln2-ln1,weight);
_h_aj_deta2->fill(aj,weight);
}
for (size_t k = 0; k < 2; ++k) {
_h_virtuality[k]->fill(virt[k],weight);
_h_initialpt[k]->fill(inpt[k],weight);
_h_virtopt[k]->fill(virt[k]/inpt[k],weight);
if (inpt[k] > 100.*GeV && inpt[k] < 125.*GeV){
_h_virtuality100[k]->fill(virt[k],weight);
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
if (_ndijets == 0.) _ndijets = 1.;
if (_ndijets_ajl == 0.) _ndijets_ajl = 1.;
if (_ndijets_ajh == 0.) _ndijets_ajh = 1.;
if (_ndijets_dphisel == 0.) _ndijets_dphisel = 1.;
if (_Njet100[0] == 0.) _Njet100[0] = 1.;
if (_Njet100[1] == 0.) _Njet100[1] = 1.;
if (_Njet100mat[0] == 0.) _Njet100mat[0] = 1.;
if (_Njet100mat[1] == 0.) _Njet100mat[1] = 1.;
// for (size_t i = 0; i < _ncentbins; ++i) {
for (size_t k = 0; k < 2; ++k) {
scale(_h_z[k],1./_ndijets);
scale(_h_z_ajl[k],1./_ndijets_ajl);
scale(_h_z_ajh[k],1./_ndijets_ajh);
scale(_h_pt[k],1./_ndijets);
scale(_h_pt_ajl[k],1./_ndijets_ajl);
scale(_h_pt_ajh[k],1./_ndijets_ajh);
scale(_h_jetpt[k],crossSection()/sumOfWeights());
scale(_h_jetpt_ajl[k],crossSection()/sumOfWeights());
scale(_h_jetpt_ajh[k],crossSection()/sumOfWeights());
scale(_h_virtuality[k],crossSection()/sumOfWeights());
scale(_h_initialpt[k],crossSection()/sumOfWeights());
scale(_h_virtopt[k],crossSection()/sumOfWeights());
scale(_h_z100[k],1./_Njet100[k]);
normalize(_h_virtuality100[k]);
normalize(_h_eta[k]);
normalize(_h_mult100[k]);
normalize(_h_jetmass[k]);
normalize(_h_massopt[k]);
normalize(_h_leadpartz[k]);
}
// }
normalize(_h_prodrall);
normalize(_h_prodrdij);
normalize(_h_prodrleadj);
normalize(_h_ptratiodist);
normalize(_h_aj);
normalize(_h_aj_deta0);
normalize(_h_aj_deta1);
normalize(_h_aj_deta2);
normalize(_h_ajcorr);
normalize(_h_ajin0);
normalize(_h_ajin1);
normalize(_h_ajin2);
normalize(_h_ajin3);
normalize(_h_ajfs);
for (size_t k = 0; k < 4; ++k) {
normalize(_h_ajbin[k]);
normalize(_h_ajinbin[k]);
normalize(_h_ajbin2[k]);
normalize(_h_ajinbin2[k]);
normalize(_h_deltaln[k]);
scale(_h_ajbinxsec[k],crossSection()/sumOfWeights());
}
scale(_h_aj_all_xs,crossSection()/sumOfWeights());
scale(_h_aj_2_xs,crossSection()/sumOfWeights());
scale(_h_aj_3_xs,crossSection()/sumOfWeights());
scale(_h_aj_4_xs,crossSection()/sumOfWeights());
scale(_h_dijetphi,crossSection()/sumOfWeights());
scale(_h_dijetphi_ajl,crossSection()/sumOfWeights());
scale(_h_dijetphi_ajm,crossSection()/sumOfWeights());
scale(_h_dijetphi_ajh,crossSection()/sumOfWeights());
normalize(_h_lns);
normalize(_h_deltaln0);
normalize(_h_deltaln1);
normalize(_h_deltaln2);
normalize(_h_lns2);
normalize(_h_deltaln_deta0);
normalize(_h_deltaln_deta1);
normalize(_h_deltaln_deta2);
normalize(_h_prodpoints);
normalize( _h_moptasym);
normalize(_h_deltaeta);
cout<<endl;
cout<<"Fraction of swapped path lengths: "<<_Nlower/(_Nupper+_Nlower)<<endl;
// cout<<endl;
// for (size_t i = 0; i < _rs.size(); ++i) {
// cout<<_rs[i]<<" "<<_phis[i]<<" "<<_phi1s[i]<<" "<<_phi2s[i]<<" "<<_ln1s[i]<<" "<<_ln2s[i]<<" "<<_weights[i]<<endl;
// }
// for (size_t i = 0; i < _phi1s.size(); ++i) {
//cout<<_cents[i]<<" "<<_rads[i]<<" "<<_phi1s[i]<<" "<<_phi2s[i]<<endl;
// cout<<_rads[i]<<" "<<_phi1s[i]<<" "<<_phi2s[i]<<endl;
// }
/* AIDA::IHistogramFactory& hf = histogramFactory();
hf.divide("ratio_z", *_h_z[0][0], *_h_z[0][1]);
hf.divide("ratio_z_ajl", *_h_z_ajl[0][0], *_h_z_ajl[0][1]);
hf.divide("ratio_z_ajh", *_h_z_ajh[0][0], *_h_z_ajh[0][1]);
hf.divide("ratio_pt", *_h_pt[0][0], *_h_pt[0][1]);
hf.divide("ratio_pt_ajl", *_h_pt_ajl[0][0], *_/home/sherpa/SHERPA/Examples/Jets_at_HadronColliders/LHC_Jets_MEPSh_pt_ajl[0][1]);
hf.divide("ratio_pt_ajh", *_h_pt_ajh[0][0], *_h_pt_ajh[0][1]);
*/
}
//@}
private:
vector<double> _jetparams;
vector<double> _centedges;
size_t _ncentbins, _njetbins, _nradbins;
double _ndijets, _ndijets_ajl, _ndijets_ajh, _ndijets_dphisel;
double _Njet100[2], _Njet100mat[2];
string _names[1];
// vector<double> _phi1s,_phi2s,_rads, _cents;
double _rad;
double _pt1min, _pt2min, _ajcut1, _ajcut2, _ajcut3;
double _Lngrid[50][31];
double _gridrmax, _gridphimax;
size_t _ngridrbins, _ngridphibins;
size_t _nlnbins;
double _lnmax;
double _Nupper, _Nlower;
vector<double> _rs, _phis, _phi1s, _phi2s, _ln1s, _ln2s, _weights;
private:
- AIDA::IHistogram1D * _h_jetpt[2];
- AIDA::IHistogram1D * _h_jetptphi[2];
- AIDA::IHistogram1D * _h_pt[2];
- AIDA::IHistogram1D * _h_z[2];
- AIDA::IHistogram1D * _h_jetpt_ajl[2];
- AIDA::IHistogram1D * _h_pt_ajl[2];
- AIDA::IHistogram1D * _h_z_ajl[2];
- AIDA::IHistogram1D * _h_jetpt_ajh[2];
- AIDA::IHistogram1D * _h_pt_ajh[2];
- AIDA::IHistogram1D * _h_z_ajh[2];
- AIDA::IHistogram1D * _h_virtuality[2];
- AIDA::IHistogram1D * _h_initialpt[2];
- AIDA::IHistogram1D * _h_virtopt[2];
- AIDA::IHistogram1D * _h_virtuality100[2];
- AIDA::IHistogram1D * _h_z100[2];
- AIDA::IHistogram1D * _h_mult100[2];
- AIDA::IHistogram1D * _h_jetmass[2];
- AIDA::IHistogram1D * _h_massopt[2];
- AIDA::IHistogram1D * _h_leadpartz[2];
- AIDA::IHistogram1D * _h_ptratiodist;
- AIDA::IHistogram1D * _h_prodrall;
- AIDA::IHistogram1D * _h_prodrdij;
- AIDA::IHistogram1D * _h_prodrleadj;
- AIDA::IProfile1D * _p_pt1;
- AIDA::IProfile1D * _p_pt2;
- AIDA::IProfile1D * _p_ptratio;
- AIDA::IProfile1D * _p_pdijet;
- AIDA::IHistogram1D * _h_dijetphi;
- AIDA::IHistogram1D * _h_dijetphi_ajl;
- AIDA::IHistogram1D * _h_dijetphi_ajm;
- AIDA::IHistogram1D * _h_dijetphi_ajh;
- AIDA::IProfile1D * _p_pdijetphi;
- AIDA::IProfile1D * _p_ptratiophi;
- AIDA::IHistogram1D * _h_aj;
- AIDA::IHistogram1D * _h_aj_all_xs;
- AIDA::IHistogram1D * _h_aj_2_xs;
- AIDA::IHistogram1D * _h_aj_3_xs;
- AIDA::IHistogram1D * _h_aj_4_xs;
- AIDA::IHistogram1D * _h_aj_deta0;
- AIDA::IHistogram1D * _h_aj_deta1;
- AIDA::IHistogram1D * _h_aj_deta2;
- AIDA::IHistogram2D * _h_ajcorr;
- AIDA::IHistogram1D * _h_ajin0;
- AIDA::IHistogram1D * _h_ajin1;
- AIDA::IHistogram1D * _h_ajin2;
- AIDA::IHistogram1D * _h_ajin3;
- AIDA::IHistogram1D * _h_ajfs;
- AIDA::IHistogram1D * _h_ajbin[4];
- AIDA::IHistogram1D * _h_ajbinxsec[4];
- AIDA::IHistogram1D * _h_ajinbin[4];
- AIDA::IHistogram1D * _h_ajbin2[4];
- AIDA::IHistogram1D * _h_ajinbin2[4];
- AIDA::IProfile1D * _p_lossrate;
- AIDA::IProfile1D * _p_lossrate2;
- AIDA::IProfile1D * _p_gainrate;
- AIDA::IProfile1D * _p_isfrac;
- AIDA::IProfile1D * _p_isfrac2;
- AIDA::IProfile1D * _p_isfrac3;
- AIDA::IHistogram1D * _h_lns;
- AIDA::IHistogram1D * _h_deltaln0;
- AIDA::IHistogram1D * _h_deltaln1;
- AIDA::IHistogram1D * _h_deltaln2;
- AIDA::IHistogram1D * _h_deltaln[4];
- AIDA::IHistogram1D * _h_deltaln_deta0;
- AIDA::IHistogram1D * _h_deltaln_deta1;
- AIDA::IHistogram1D * _h_deltaln_deta2;
- AIDA::IHistogram2D * _h_lns2;
- AIDA::IHistogram2D * _h_prodpoints;
- AIDA::IHistogram1D * _h_eta[2];
- AIDA::IHistogram1D * _h_deltaeta;
- AIDA::IProfile1D * _p_quarkfrac;
- AIDA::IProfile1D * _p_swapfrac;
- AIDA::IHistogram1D * _h_moptasym;
- AIDA::IProfile1D * _p_meanpathlength;
+ Histo1DPtr _h_jetpt[2];
+ Histo1DPtr _h_jetptphi[2];
+ Histo1DPtr _h_pt[2];
+ Histo1DPtr _h_z[2];
+ Histo1DPtr _h_jetpt_ajl[2];
+ Histo1DPtr _h_pt_ajl[2];
+ Histo1DPtr _h_z_ajl[2];
+ Histo1DPtr _h_jetpt_ajh[2];
+ Histo1DPtr _h_pt_ajh[2];
+ Histo1DPtr _h_z_ajh[2];
+ Histo1DPtr _h_virtuality[2];
+ Histo1DPtr _h_initialpt[2];
+ Histo1DPtr _h_virtopt[2];
+ Histo1DPtr _h_virtuality100[2];
+ Histo1DPtr _h_z100[2];
+ Histo1DPtr _h_mult100[2];
+ Histo1DPtr _h_jetmass[2];
+ Histo1DPtr _h_massopt[2];
+ Histo1DPtr _h_leadpartz[2];
+ Histo1DPtr _h_ptratiodist;
+ Histo1DPtr _h_prodrall;
+ Histo1DPtr _h_prodrdij;
+ Histo1DPtr _h_prodrleadj;
+ Profile1DPtr _p_pt1;
+ Profile1DPtr _p_pt2;
+ Profile1DPtr _p_ptratio;
+ Profile1DPtr _p_pdijet;
+ Histo1DPtr _h_dijetphi;
+ Histo1DPtr _h_dijetphi_ajl;
+ Histo1DPtr _h_dijetphi_ajm;
+ Histo1DPtr _h_dijetphi_ajh;
+ Profile1DPtr _p_pdijetphi;
+ Profile1DPtr _p_ptratiophi;
+ Histo1DPtr _h_aj;
+ Histo1DPtr _h_aj_all_xs;
+ Histo1DPtr _h_aj_2_xs;
+ Histo1DPtr _h_aj_3_xs;
+ Histo1DPtr _h_aj_4_xs;
+ Histo1DPtr _h_aj_deta0;
+ Histo1DPtr _h_aj_deta1;
+ Histo1DPtr _h_aj_deta2;
+ Histo2DPtr _h_ajcorr;
+ Histo1DPtr _h_ajin0;
+ Histo1DPtr _h_ajin1;
+ Histo1DPtr _h_ajin2;
+ Histo1DPtr _h_ajin3;
+ Histo1DPtr _h_ajfs;
+ Histo1DPtr _h_ajbin[4];
+ Histo1DPtr _h_ajbinxsec[4];
+ Histo1DPtr _h_ajinbin[4];
+ Histo1DPtr _h_ajbin2[4];
+ Histo1DPtr _h_ajinbin2[4];
+ Profile1DPtr _p_lossrate;
+ Profile1DPtr _p_lossrate2;
+ Profile1DPtr _p_gainrate;
+ Profile1DPtr _p_isfrac;
+ Profile1DPtr _p_isfrac2;
+ Profile1DPtr _p_isfrac3;
+ Histo1DPtr _h_lns;
+ Histo1DPtr _h_deltaln0;
+ Histo1DPtr _h_deltaln1;
+ Histo1DPtr _h_deltaln2;
+ Histo1DPtr _h_deltaln[4];
+ Histo1DPtr _h_deltaln_deta0;
+ Histo1DPtr _h_deltaln_deta1;
+ Histo1DPtr _h_deltaln_deta2;
+ Histo2DPtr _h_lns2;
+ Histo2DPtr _h_prodpoints;
+ Histo1DPtr _h_eta[2];
+ Histo1DPtr _h_deltaeta;
+ Profile1DPtr _p_quarkfrac;
+ Profile1DPtr _p_swapfrac;
+ Histo1DPtr _h_moptasym;
+ Profile1DPtr _p_meanpathlength;
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(MC_DIJETS);
}
Index: trunk/code/TEST_JETMASS.cc
===================================================================
--- trunk/code/TEST_JETMASS.cc (revision 451)
+++ trunk/code/TEST_JETMASS.cc (revision 452)
@@ -1,262 +1,365 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/ChargedFinalState.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Tools/ParticleIdUtils.hh"
#include <boost/lexical_cast.hpp>
namespace Rivet {
using namespace fastjet;
/// @brief jet pt spectrum
class TEST_JETMASS : public Analysis {
public:
/// Constructor
TEST_JETMASS()
: Analysis("TEST_JETMASS") {
_nphibins = 120; _netabins = 160;
}
/// Book projections and histograms
void init() {
FinalState fs(-4., 4., 0.*GeV);
ChargedFinalState cfs(-4., 4., 0.*GeV);
addProjection(fs, "FS");
addProjection(cfs, "CFS");
addProjection(FastJets(fs, FastJets::ANTIKT, 0.4), "caloJets");
addProjection(FastJets(cfs, FastJets::ANTIKT, 0.4), "trackJets");
_h_pt_calo = bookHisto1D("pt_calo", 60, 60., 240.);
_h_pt_track = bookHisto1D("pt_track", 30, 60., 120.);
_h_pt_resc = bookHisto1D("pt_resc", 30, 60., 120.);
- _h_pt_grid = bookHisto1D("pt_grid", 60, 60., 240.);
- _h_pt_rescgrid = bookHisto1D("pt_resc", 30, 60., 120.);
+ _h_pt_grid1 = bookHisto1D("pt_grid1", 60, 60., 240.);
+ _h_pt_grid2 = bookHisto1D("pt_grid2", 60, 60., 240.);
+ _h_pt_rescgrid1 = bookHisto1D("pt_rescgrid1", 30, 60., 120.);
+ _h_pt_rescgrid2 = bookHisto1D("pt_rescgrid2", 30, 60., 120.);
_h_mass_calo = bookHisto1D("mass_calo", 25, 0., 50.);
_h_mass_track = bookHisto1D("mass_track", 13, 0., 26.);
_h_mass_resc = bookHisto1D("mass_resc", 13, 0., 26.);
- _h_mass_grid = bookHisto1D("mass_grid", 25, 0., 50.);
- _h_mass_rescgrid = bookHisto1D("mass_rescgrid", 13, 0., 26.);
+ _h_mass_grid1 = bookHisto1D("mass_grid1", 25, 0., 50.);
+ _h_mass_grid2 = bookHisto1D("mass_grid2", 25, 0., 50.);
+ _h_mass_rescgrid1 = bookHisto1D("mass_rescgrid1", 13, 0., 26.);
+ _h_mass_rescgrid2 = bookHisto1D("mass_rescgrid2", 13, 0., 26.);
}
/// initialise and fill grid for grid subtration
vector<vector<FourMomentum> > fillGrid(const Event & event, std::set<std::pair<size_t,size_t> > & gridevent) {
// initialise grid
vector<vector<FourMomentum> > grid;
grid.resize(_nphibins);
for (size_t i = 0; i < _nphibins; ++i) {
grid[i].resize(_netabins);
for (size_t k = 0; k < _nphibins; ++k) {
grid[i][k] = FourMomentum(0., 0., 0., 0.);
}
}
// fill grid
foreach (const HepMC::GenParticle* p, particles(event.genEvent())) {
FourMomentum mom(p->momentum());
if (fabs(mom.eta()) < 4.) {
size_t phibin, etabin;
phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
etabin = int((mom.eta() + 4.)*_netabins/8.);
if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
- /*if (p->status() == 3) {
+ if (p->status() == 3) {
grid[phibin][etabin].setE(grid[phibin][etabin].E() - mom.E());
grid[phibin][etabin].setPx(grid[phibin][etabin].px() - mom.px());
grid[phibin][etabin].setPy(grid[phibin][etabin].py() - mom.py());
grid[phibin][etabin].setPz(grid[phibin][etabin].pz() - mom.pz());
}
else {
grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
- }*/
- double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ }
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
double celltheta(2.*atan(exp(-celleta)));
if (p->status() == 3) {
double rho(grid[phibin][etabin].E() - mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(fabs(rho)*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(fabs(rho)*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(fabs(rho)*cos(celltheta));
}
else {
// use this for standard recoil treatment
double rho(grid[phibin][etabin].E() + mom.E());
grid[phibin][etabin].setE(rho);
grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
grid[phibin][etabin].setPz(rho*cos(celltheta));
- }
+ }*/
gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
}
}
return grid;
}
+/// initialise and fill grid for grid subtration
+ PseudoJets fillJetGrid(Jet jet) {
+ // initialise grid
+ vector<vector<FourMomentum> > grid;
+ grid.resize(_nphibins);
+ for (size_t i = 0; i < _nphibins; ++i) {
+ grid[i].resize(_netabins);
+ for (size_t k = 0; k < _nphibins; ++k) {
+ grid[i][k] = FourMomentum(0., 0., 0., 0.);
+ }
+ }
+ std::set<std::pair<size_t,size_t> > gridevent;
+
+ // fill grid
+ foreach (Particle part, jet.constituents()) {
+ FourMomentum mom(part.momentum());
+ size_t phibin, etabin;
+ phibin = int(mom.phi(ZERO_2PI)*_nphibins/(2.*M_PI));
+ etabin = int((mom.eta() + 4.)*_netabins/8.);
+ if (phibin < 0 || phibin > _nphibins-1) {std::cout<<"Error: "<<mom.phi(ZERO_2PI)<<" --> "<<phibin<<std::endl; exit(1);}
+ if (etabin < 0 || etabin > _netabins-1) {std::cout<<"Error: "<<mom.eta()<<" --> "<<etabin<<std::endl; exit(1);}
+ grid[phibin][etabin].setE(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setPx(grid[phibin][etabin].px() + mom.px());
+ grid[phibin][etabin].setPy(grid[phibin][etabin].py() + mom.py());
+ grid[phibin][etabin].setPz(grid[phibin][etabin].pz() + mom.pz());
+ /*double cellphi((phibin+0.5)*2*M_PI/_nphibins), celleta((etabin+0.5)*8./_netabins-4.);
+ double celltheta(2.*atan(exp(-celleta)));
+ double rho(grid[phibin][etabin].E() + mom.E());
+ grid[phibin][etabin].setE(rho);
+ grid[phibin][etabin].setPx(rho*sin(celltheta)*cos(cellphi));
+ grid[phibin][etabin].setPy(rho*sin(celltheta)*sin(cellphi));
+ grid[phibin][etabin].setPz(rho*cos(celltheta));*/
+ gridevent.insert(std::pair<size_t,size_t>(phibin,etabin));
+ }
+ PseudoJets pevent;
+ for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
+ size_t i,k;
+ i = it->first;
+ k = it->second;
+ if (grid[i][k].E() > 0. ) {
+ PseudoJet pjet(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
+ pevent.push_back(pjet);
+ }
+ }
+ return pevent;
+ }
+
+
+
/// 4-momentum adapter
FourMomentum Get4Mom(PseudoJet pjet){
FourMomentum mom(pjet.E(), pjet.px(), pjet.py(), pjet.pz());
return mom;
}
/// Do the analysis
void analyze(const Event& event) {
const double weight = event.weight();
- const Jets caloJets = applyProjection<FastJets>(event, "caloJets").jetsByPt(80.*GeV);
- const Jets trackJets = applyProjection<FastJets>(event, "trackJets").jetsByPt(60.*GeV);
+ Cut cuts1 = Cuts::abseta < 2.0 && Cuts::pT > 60*GeV;
+ Cut cuts2 = Cuts::abseta < 2.0 && Cuts::pT > 80*GeV;
+ const Jets caloJets = applyProjection<FastJets>(event, "caloJets").jetsByPt(cuts2);
+ const Jets caloJets2 = applyProjection<FastJets>(event, "caloJets").jetsByPt(cuts1);
+ const Jets trackJets = applyProjection<FastJets>(event, "trackJets").jetsByPt(cuts1);
+ const FinalState parts = applyProjection<FinalState>(event, "FS");
+
+
foreach (Jet jet, caloJets) {
double mass2(jet.mass2());
double mass(mass2>0.?sqrt(mass2):0.);
_h_pt_calo->fill(jet.pT(),weight);
_h_mass_calo->fill(mass,weight);
}
foreach (Jet jet, trackJets) {
double mass2(jet.mass2());
double mass(mass2>0.?sqrt(mass2):0.);
_h_pt_track->fill(jet.pT(),weight);
_h_mass_track->fill(mass,weight);
}
+
+//grid jets version 1
-//grid jets
- const FinalState parts = applyProjection<FinalState>(event, "FS");
+ foreach (Jet jet, caloJets2) {
+ PseudoJets constgrid = fillJetGrid(jet);
+ JetDefinition jet_def(antikt_algorithm, 0.4);
+ ClusterSequence cs2(constgrid, jet_def);
+ PseudoJet pjet = sorted_by_pt(cs2.inclusive_jets(0.))[0];
+ FourMomentum jetsub = Get4Mom(pjet);
+ double mass2(jetsub.mass2());
+ double mass(mass2>0.?sqrt(mass2):0.);
+ double jetpt(jetsub.pT());
+ if (jetpt > 80.*GeV) {
+ _h_pt_grid1->fill(jetpt,weight);
+ _h_mass_grid1->fill(mass,weight);
+ }
+ /*double scalefac(1.);
+ double ntracks(0.), nparts(0.);
+ FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
+ //foreach (Particle part, parts.particles()) {
+ foreach (Particle part, jet.constituents()) {
+ if (deltaR(part.eta(), part.phi(ZERO_2PI), Get4Mom(pjet).eta(),Get4Mom(pjet).phi(ZERO_2PI)) < 0.4 && part.momentum().E() > 1.e-5) {
+ nparts += 1.;
+ allmom += part.momentum();
+ if (PID::charge(part.pdgId()) != 0) {
+ ntracks += 1.;
+ chmom += part.momentum();
+ }
+ }
+ }
+ jetpt*=scalefac;
+ mass *= scalefac;*/
+ jetpt*=0.75;
+ mass *= 0.67;
+ if (jetpt > 60.*GeV) {
+ _h_pt_rescgrid1->fill(jetpt,weight);
+ _h_mass_rescgrid1->fill(mass,weight);
+ }
+ }
+//grid jets version 2
PseudoJets pevent, pjets;
std::set<std::pair<size_t,size_t> > gridevent;
vector<vector<FourMomentum> > grid = fillGrid(event, gridevent);
for (set<pair<size_t,size_t> >::iterator it=gridevent.begin(); it!=gridevent.end(); ++it) {
size_t i,k;
i = it->first;
k = it->second;
if (grid[i][k].E() > 0. ) {
PseudoJet part(grid[i][k].px(),grid[i][k].py(),grid[i][k].pz(),grid[i][k].E());
pevent.push_back(part);
}
}
JetDefinition jet_def(antikt_algorithm, 0.4);
ClusterSequence cs(pevent, jet_def);
pjets = sorted_by_pt(cs.inclusive_jets(60.*GeV));
foreach (PseudoJet pjet, pjets) {
FourMomentum jetsub = Get4Mom(pjet);
//if (abs(jetsub.eta()) < _etamax) {
- double scalefac;
+ /*double scalefac;
double ntracks(0.), nparts(0.);
FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
foreach (Particle part, parts.particles()) {
if (deltaR(part.eta(), part.phi(ZERO_2PI), Get4Mom(pjet).eta(),Get4Mom(pjet).phi(ZERO_2PI)) < 0.4 && part.momentum().E() > 1.e-5) {
nparts += 1.;
allmom += part.momentum();
if (PID::charge(part.pdgId()) != 0) {
ntracks += 1.;
chmom += part.momentum();
}
}
}
//if (nparts > 0.) _h_chfrac_num->fill(ntracks/nparts,weight);
//if (allmom.pT() > 0.) _h_chfrac_pt->fill(chmom.pT()/allmom.pT(),weight);
//if (nparts > 0. && chmom.pT() > 0.)_h_chfrac_rat->fill(ntracks/nparts*allmom.pT()/chmom.pT(),weight);
//scalefac = (allmom.pT()>0.?chmom.pT()/allmom.pT():1);
- scalefac = (nparts>0.?ntracks/nparts:1);
+ scalefac = (nparts>0.?ntracks/nparts:1);*/
double mass2(jetsub.mass2());
double mass(mass2>0.?sqrt(mass2):0.);
double jetpt(jetsub.pT());
if (jetpt > 80.*GeV) {
- _h_pt_grid->fill(jetpt,weight);
- _h_mass_grid->fill(mass,weight);
+ _h_pt_grid2->fill(jetpt,weight);
+ _h_mass_grid2->fill(mass,weight);
}
- jetpt*=scalefac;
- mass *= scalefac;
+ //jetpt*=scalefac;
+ //mass *= scalefac;
+ jetpt*=0.75;
+ mass *= 0.67;
if (jetpt > 60.*GeV) {
- _h_pt_rescgrid->fill(jetpt,weight);
- _h_mass_rescgrid->fill(mass,weight);
+ _h_pt_rescgrid2->fill(jetpt,weight);
+ _h_mass_rescgrid2->fill(mass,weight);
}
//}
}
//rescaling full jets
- const Jets caloJets2 = applyProjection<FastJets>(event, "caloJets").jetsByPt(60.*GeV);
//const FinalState parts = applyProjection<FinalState>(event, "FS");
foreach (Jet jet, caloJets2) {
- double scalefac;
+ /*double scalefac;
double ntracks(0.), nparts(0.);
FourMomentum chmom(0.,0.,0.,0.), allmom(0.,0.,0.,0.);
//foreach (Particle part, parts.particles()) {
foreach (Particle part, jet.constituents()) {
//if (deltaR(part, jet) < 0.4 && part.momentum().E() > 1.e-5) {
if (part.momentum().E() > 1.e-5) {
nparts += 1.;
allmom += part.momentum();
if (PID::charge(part.pdgId()) != 0) {
ntracks += 1.;
chmom += part.momentum();
}
}
}
//scalefac = (allmom.pT()>0.?chmom.pT()/allmom.pT():1);
scalefac = (nparts>0.?ntracks/nparts:1);
- //scalefac = (allmom.mass()>0.?chmom.mass()/allmom.mass():1);
+ //scalefac = (allmom.mass()>0.?chmom.mass()/allmom.mass():1);*/
double mass2(jet.mass2());
double mass(mass2>0.?sqrt(mass2):0.);
- mass *= scalefac;
- double jetpt(scalefac*jet.pT());
+ //mass *= scalefac;
+ //double jetpt(scalefac*jet.pT());
+ mass *= 0.67;
+ double jetpt(0.75*jet.pT());
_h_pt_resc->fill(jetpt,weight);
if (jetpt > 60.*GeV) _h_mass_resc->fill(mass,weight);
}
}
/// Finalize
void finalize() {
scale(_h_pt_calo,crossSection()/sumOfWeights());
scale(_h_pt_track,crossSection()/sumOfWeights());
scale(_h_pt_resc,crossSection()/sumOfWeights());
- scale(_h_pt_grid,crossSection()/sumOfWeights());
- scale(_h_pt_rescgrid,crossSection()/sumOfWeights());
+ scale(_h_pt_grid1,crossSection()/sumOfWeights());
+ scale(_h_pt_grid2,crossSection()/sumOfWeights());
+ scale(_h_pt_rescgrid1,crossSection()/sumOfWeights());
+ scale(_h_pt_rescgrid2,crossSection()/sumOfWeights());
normalize(_h_mass_calo);
normalize(_h_mass_track);
normalize(_h_mass_resc);
- normalize(_h_mass_grid);
- normalize(_h_mass_rescgrid);
+ normalize(_h_mass_grid1);
+ normalize(_h_mass_grid2);
+ normalize(_h_mass_rescgrid1);
+ normalize(_h_mass_rescgrid2);
}
private:
size_t _netabins, _nphibins;
Histo1DPtr _h_pt_calo;
Histo1DPtr _h_pt_track;
Histo1DPtr _h_pt_resc;
- Histo1DPtr _h_pt_grid;
- Histo1DPtr _h_pt_rescgrid;
+ Histo1DPtr _h_pt_grid1, _h_pt_grid2;
+ Histo1DPtr _h_pt_rescgrid1, _h_pt_rescgrid2;
Histo1DPtr _h_mass_calo;
Histo1DPtr _h_mass_track;
Histo1DPtr _h_mass_resc;
- Histo1DPtr _h_mass_grid;
- Histo1DPtr _h_mass_rescgrid;
+ Histo1DPtr _h_mass_grid1, _h_mass_grid2;
+ Histo1DPtr _h_mass_rescgrid1, _h_mass_rescgrid2;
};
// This global object acts as a hook for the plugin system
AnalysisBuilder<TEST_JETMASS> plugin_TEST_JETMASS;
}
Index: trunk/code/JEWEL_MethodComparisons.plot
===================================================================
--- trunk/code/JEWEL_MethodComparisons.plot (revision 451)
+++ trunk/code/JEWEL_MethodComparisons.plot (revision 452)
@@ -1,8 +1,5 @@
-# BEGIN PLOT /JEWEL_MethodComparisons/d01-x01-y01
-#Title=[Uncomment and insert title for histogram d01-x01-y01 here]
-#XLabel=[Uncomment and insert x-axis label for histogram d01-x01-y01 here]
-#YLabel=[Uncomment and insert y-axis label for histogram d01-x01-y01 here]
-# + any additional plot settings you might like, see make-plots documentation
+# BEGIN PLOT /JEWEL_MethodComparisons/JetMass
+LogY=0
# END PLOT
# ... add more histograms as you need them ...
Index: trunk/code/MC_SIJETS.cc
===================================================================
--- trunk/code/MC_SIJETS.cc (revision 451)
+++ trunk/code/MC_SIJETS.cc (revision 452)
@@ -1,171 +1,173 @@
// -*- C++ -*-
#include "Rivet/Analysis.hh"
-#include "Rivet/RivetAIDA.hh"
#include "Rivet/Tools/Logging.hh"
#include "Rivet/Projections/FinalState.hh"
#include "Rivet/Projections/FastJets.hh"
#include "Rivet/Math/MathHeader.hh"
/// @todo Include more projections as required, e.g. ChargedFinalState, FastJets, ZFinder...
namespace Rivet {
class MC_SIJETS : public Analysis {
public:
/// @name Constructors etc.
//@{
/// Constructor
MC_SIJETS()
: Analysis("MC_SIJETS")
{
_jetparam = 0.4;
_nphibins = 12;
setNeedsCrossSection(true);
}
//@}
public:
/// @name Analysis methods
//@{
/// Book histograms and initialise projections before the run
void init() {
_h_jetpt.resize(_nphibins);
FinalState fs(-5.0, 5.0, 0.*GeV);
addProjection(fs, "FS");
FastJets fj(fs, FastJets::ANTIKT, _jetparam);
fj.useInvisibles();
addProjection(fj, "Jets-0.4");
- _h_prodrall = bookHistogram1D("prodrall", 25, 0., 10.);
- _h_prodr20 = bookHistogram1D("prodr20", 25, 0., 10.);
- _h_prodr100 = bookHistogram1D("prodr100", 25, 0., 10.);
+ _h_prodrall = bookHisto1D("prodrall", 25, 0., 10.);
+ _h_prodr20 = bookHisto1D("prodr20", 25, 0., 10.);
+ _h_prodr100 = bookHisto1D("prodr100", 25, 0., 10.);
_p_pt20 = bookProfile1D("pt20", 25, 0., 10.);
_p_pt100 = bookProfile1D("pt100", 25, 0., 10.);
_p_pjet20 = bookProfile1D("pjet20", 25, 0., 10.);
_p_pjet100 = bookProfile1D("pjet100", 25, 0., 10.);
_p_njet20 = bookProfile1D("njet20", 25, 0., 10.);
_p_njet100 = bookProfile1D("njet100", 25, 0., 10.);
- _h_jetphi = bookHistogram1D("jetphi", _nphibins, 0., M_PI);
- _h_ljetphi = bookHistogram1D("ljetphi",_nphibins, 0., M_PI);
- _h_ajetpt = bookHistogram1D("ajetpt", 25, 50., 300.);
- _h_ljetpt = bookHistogram1D("ljetpt", 25, 50., 300.);
+ _h_jetphi = bookHisto1D("jetphi", _nphibins, 0., M_PI);
+ _h_ljetphi = bookHisto1D("ljetphi",_nphibins, 0., M_PI);
+ _h_ajetpt = bookHisto1D("ajetpt", 25, 50., 300.);
+ _h_ljetpt = bookHisto1D("ljetpt", 25, 50., 300.);
for (size_t k = 0; k < _nphibins; ++k) {
stringstream ss; ss << "jetpt" << "_" << k;
- _h_jetpt[k] = bookHistogram1D(ss.str(), 25, 50., 300.);
+ _h_jetpt[k] = bookHisto1D(ss.str(), 25, 50., 300.);
}
}
/// Perform the per-event analysis
void analyze(const Event& event) {
const double weight = event.weight();
// const double cent = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->impact_parameter():-1.);
- const double jprodr = (event.genEvent().heavy_ion()?event.genEvent().heavy_ion()->eccentricity():9.5);
+ const double jprodr = (event.genEvent()->heavy_ion()?event.genEvent()->heavy_ion()->eccentricity():9.5);
const FastJets& fastjets = applyProjection<FastJets>(event, "Jets-0.4");
- const Jets jets20 = fastjets.jetsByPt(20.*GeV, 10000*GeV, -2.0, 2.0);
- const Jets jets50 = fastjets.jetsByPt(50.*GeV, 10000*GeV, -2.0, 2.0);
- const Jets jets100 = fastjets.jetsByPt(100.*GeV, 10000*GeV, -2.0, 2.0);
+ Cut cuts20 = Cuts::abseta < 2.0 && Cuts::pT > 20*GeV;
+ const Jets jets20 = fastjets.jetsByPt(cuts20);
+ Cut cuts50 = Cuts::abseta < 2.0 && Cuts::pT > 50*GeV;
+ const Jets jets50 = fastjets.jetsByPt(cuts50);
+ Cut cuts100 = Cuts::abseta < 2.0 && Cuts::pT > 100*GeV;
+ const Jets jets100 = fastjets.jetsByPt(cuts100);
_h_prodrall->fill(jprodr,weight);
foreach (Jet jet, jets20) {
double jetpt(jet.momentum().pT());
_p_pt20->fill(jprodr,jetpt,weight);
_h_prodr20->fill(jprodr,weight);
}
if (jets20.size() == 0) _p_pjet20->fill(jprodr,0.,weight);
else _p_pjet20->fill(jprodr,1.,weight);
_p_njet20->fill(jprodr,jets20.size(),weight);
foreach (Jet jet, jets100) {
double jetpt(jet.momentum().pT());
_p_pt100->fill(jprodr,jetpt,weight);
_h_prodr100->fill(jprodr,weight);
}
if (jets100.size() == 0) _p_pjet100->fill(jprodr,0.,weight);
else _p_pjet100->fill(jprodr,1.,weight);
_p_njet100->fill(jprodr,jets100.size(),weight);
if (jets50.size() > 0) {
double lphi(jets50[0].momentum().phi(ZERO_2PI));
double lpt(jets50[0].momentum().pT());
if (lphi > M_PI) lphi = 2.*M_PI - lphi;
_h_ljetphi->fill(lphi,weight);
_h_ljetpt->fill(lpt);
}
foreach (Jet jet, jets50) {
double phi(jet.momentum().phi(ZERO_2PI));
double pt(jet.momentum().pT());
if (phi > M_PI) phi = 2.*M_PI - phi;
_h_jetphi->fill(phi,weight);
_h_ajetpt->fill(pt);
for (size_t k = 0; k < _nphibins; ++k) {
if (phi > k*M_PI/_nphibins && phi < (k+1)*M_PI/_nphibins)
_h_jetpt[k]->fill(pt,weight);
}
}
}
/// Normalise histograms etc., after the run
void finalize() {
normalize(_h_prodrall);
normalize(_h_prodr20);
normalize(_h_prodr100);
scale(_h_jetphi,crossSection()/sumOfWeights());
scale(_h_ljetphi,crossSection()/sumOfWeights());
scale(_h_ajetpt,crossSection()/sumOfWeights());
scale(_h_ljetpt,crossSection()/sumOfWeights());
for (size_t k = 0; k < _nphibins; ++k) {
scale(_h_jetpt[k],crossSection()/sumOfWeights());
}
}
private:
double _jetparam;
size_t _nphibins;
private:
- AIDA::IHistogram1D * _h_prodrall;
- AIDA::IHistogram1D * _h_prodr20;
- AIDA::IHistogram1D * _h_prodr100;
- AIDA::IProfile1D * _p_pt20;
- AIDA::IProfile1D * _p_pt100;
- AIDA::IProfile1D * _p_pjet20;
- AIDA::IProfile1D * _p_pjet100;
- AIDA::IProfile1D * _p_njet20;
- AIDA::IProfile1D * _p_njet100;
-
- AIDA::IHistogram1D * _h_jetphi;
- AIDA::IHistogram1D * _h_ljetphi;
- AIDA::IHistogram1D * _h_ajetpt;
- AIDA::IHistogram1D * _h_ljetpt;
- vector<AIDA::IHistogram1D * > _h_jetpt;
+ Histo1DPtr _h_prodrall;
+ Histo1DPtr _h_prodr20;
+ Histo1DPtr _h_prodr100;
+ Profile1DPtr _p_pt20;
+ Profile1DPtr _p_pt100;
+ Profile1DPtr _p_pjet20;
+ Profile1DPtr _p_pjet100;
+ Profile1DPtr _p_njet20;
+ Profile1DPtr _p_njet100;
+
+ Histo1DPtr _h_jetphi;
+ Histo1DPtr _h_ljetphi;
+ Histo1DPtr _h_ajetpt;
+ Histo1DPtr _h_ljetpt;
+ vector<Histo1DPtr > _h_jetpt;
};
// The hook for the plugin system
DECLARE_RIVET_PLUGIN(MC_SIJETS);
}