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#include <iostream>
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#include <vector>
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#include <sys/stat.h>
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#include <fstream>
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#include <pthread.h>
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#include <TCut.h>
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#include <TROOT.h>
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#include <TCanvas.h>
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#include <TMath.h>
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#include <TColor.h>
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#include <TPaveText.h>
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#include <TRandom.h>
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#include <TH1.h>
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#include <TH2.h>
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#include <TF1.h>
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#include <TSQLResult.h>
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#include <TProfile.h>
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//#include "TTbar_stuff.C"
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using namespace std;
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using namespace PlottingSetup;
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void susy_scan_axis_labeling(TH2F *histo) {
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histo->GetXaxis()->SetTitle("#Chi_{2}^{0}-LSP");
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histo->GetXaxis()->CenterTitle();
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histo->GetYaxis()->SetTitle("m_{#tilde{q}}");
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histo->GetYaxis()->CenterTitle();
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}
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bool isThreadActive=false;
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struct limit_args {
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float mceff;
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float toterr;
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int ibin;
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string mcjzb;
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vector<float> sigmas;
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string plotfilename;
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};
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void* compute_one_upper_limit_wrapper(void* data) {
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isThreadActive=true;
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limit_args* args = (limit_args*) data;
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std::cout << "Thread to compute limits has been started" << std::endl;
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args->sigmas=compute_one_upper_limit(args->mceff,args->toterr,args->ibin,args->mcjzb,args->plotfilename,true);
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std::cout << "Thread to compute limits has finished" << std::endl;
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isThreadActive=false;
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return NULL; // oder in C++: return 0;// Damit kann man Werte zurückgeben
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}
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void do_limit_wrapper(float mceff,float toterr,int ibin,string mcjzb,vector<float> &sigmas,string plotfilename) {
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pthread_t limitthread;
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limit_args limargs={mceff,toterr,ibin,mcjzb,sigmas,plotfilename};
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pthread_create( &limitthread, NULL, compute_one_upper_limit_wrapper, (void*) &limargs);
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int counter=0;
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sleep(1); //waiting a second for the process to become active
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while(counter<limitpatience*60 && isThreadActive) {
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std::cout << "Limits are being calculated; Checking round " << counter << " ( corresponds to " << seconds_to_time(counter) << " ) , patience will end in " << seconds_to_time(60*limitpatience-counter) << std::endl;
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counter++;
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sleep(1);
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}
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if(!isThreadActive) {
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cout << "Thread finished sucessfully" << endl;
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pthread_join( limitthread, NULL );
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std::cout<< __FUNCTION__ << " : going to save sigmas " << std::endl;
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sigmas=limargs.sigmas;
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} else {
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pthread_cancel(limitthread);
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std::cout << "DID NOT TERMINATE IN TIME - ABORTED!" << std::endl;
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sigmas.push_back(-1);sigmas.push_back(-1);sigmas.push_back(-1);
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}
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}
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void prepare_scan_axis(TH2 *variablemap,bool ismSUGRA) {
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variablemap->GetXaxis()->SetTitle("m_{glu}");
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variablemap->GetYaxis()->SetTitle("m_{LSP}");
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if(ismSUGRA) {
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variablemap->GetXaxis()->SetTitle("m_{0}");
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variablemap->GetYaxis()->SetTitle("m_{1/2}");
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}
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variablemap->GetXaxis()->CenterTitle();
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variablemap->GetYaxis()->CenterTitle();
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}
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void scan_SUSY_parameter_space(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, int ibin,float njobs=-1, float jobnumber=-1, bool systematicsonly=false,bool efficiencyonly=false) {
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bool runninglocally=true;
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if(njobs>-1&&jobnumber>-1) {
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runninglocally=false;
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dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
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} else {
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dout << "Running locally " << endl;
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dout << "This will take a really, really long time - if you want to see the results THIS week try running the LimitWorkerScript on the grid (DistributedModelCalculation/Limits/)" << endl;
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}
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cout << "FILE USED: " << (scansample.collection)[0].filename << endl;
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cout << "FILE USED (name): " << (scansample.collection)[0].samplename << endl;
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jzbSel=jzb_cut[ibin];
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geqleq="geq";
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automatized=true;
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mcjzbexpression=mcjzb;
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string massgluname="MassGlu";
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string massLSPname="MassLSP";
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string prefix="SMS_";
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// up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
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bool ismSUGRA=false;
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if(Contains((scansample.collection)[0].samplename,"mSUGRA")) ismSUGRA=true;
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if(ismSUGRA) {
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massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
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massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
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mglustart=m0start;
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mgluend=m0end;
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mglustep=m0step;
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mLSPstart=m12start;
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mLSPend=m12end;
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mLSPstep=m12step;
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prefix="mSUGRA_";
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cout << "mSUGRA scan has been set up." << endl;
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} else {
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cout << "SMS scan has been set up." << endl;
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}
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Int_t MyPalette[100];
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Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
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Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
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Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
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Double_t stop[] = {0., .25, .50, .75, 1.0};
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Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
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for (int i=0;i<100;i++) MyPalette[i] = FI+i;
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gStyle->SetPalette(100, MyPalette);
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TH2F *limitmap = new TH2F((prefix+"limitmap"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *exclmap = new TH2F((prefix+"exclusionmap"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *sysjesmap = new TH2F((prefix+"sysjes"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *sysjsumap = new TH2F((prefix+"sysjsu"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *sysresmap = new TH2F((prefix+"sysresmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *efficiencymap = new TH2F((prefix+"efficiencymap").c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *Neventsmap = new TH2F((prefix+"Neventsmap").c_str(),"", (mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *ipointmap = new TH2F((prefix+"ipointmap").c_str(),"", (mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *syspdfmap = new TH2F((prefix+"syspdfmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *systotmap = new TH2F((prefix+"systotmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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TH2F *sysstatmap = new TH2F((prefix+"sysstatmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
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float rightmargin=gStyle->GetPadRightMargin();
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gStyle->SetPadRightMargin(0.15);
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TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
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int Npoints=0;
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for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
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for (int mlsp=mLSPstart;mlsp<=mLSPend&&mlsp<=mglu;mlsp+=mLSPstep) Npoints++;
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}
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int ipoint=-1;
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for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
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for (int mlsp=mLSPstart;mlsp<=mLSPend&&mlsp<=mglu;mlsp+=mLSPstep)
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{
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ipoint++;
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if(!runninglocally&&!do_this_point(ipoint,Npoints,jobnumber,njobs)) continue;
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float result=-987,resulterr=-987;
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stringstream addcut;
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addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
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(scansample.collection)[0].events->Draw("eventNum",addcut.str().c_str(),"goff");
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float nevents = (scansample.collection)[0].events->GetSelectedRows();
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vector<vector<float> > systematics;
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if(nevents==0) {
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dout << "This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains no events and will be skipped."<< endl;
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continue;
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} else {
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dout << "OK! This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains " << nevents << " and will therefore not be skipped."<< endl;
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}
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if(nevents!=0&&efficiencyonly) {
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MCefficiency((scansample.collection)[0].events,result,resulterr,mcjzb,requireZ,nevents,addcut.str());
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efficiencymap->Fill(mglu,mlsp,result);
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}
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Neventsmap->Fill(mglu,mlsp,nevents);
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ipointmap->Fill(mglu,mlsp,ipoint);
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if(efficiencyonly) continue;
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do_systematics_for_one_file((scansample.collection)[0].events,nevents,"SUSY SCAN", systematics,mcjzb,datajzb,peakerror,requireZ, addcut.str(),ismSUGRA);
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float JZBcutat = systematics[0][0];
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float mceff = systematics[0][1];
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float mcefferr = systematics[0][2];//MC stat error
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float toterr = systematics[0][4];
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float sys_jes = systematics[0][5]; // Jet Energy Scale
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float sys_jsu = systematics[0][6]; // JZB scale uncertainty
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float sys_res = systematics[0][7]; // resolution
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float sys_pdf = 0;
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if(systematics[0].size()>9) sys_pdf = systematics[0][9]; // PDF
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efficiencymap->Fill(mglu,mlsp,mceff);
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efficiencymap->SetBinError(efficiencymap->FindBin(mglu,mlsp),mcefferr);//blublu
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if(mceff!=mceff||toterr!=toterr||mceff<0) {
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dout << "Limits can't be calculated for this configuration (mglu="<<mglu<<" , mlsp="<<mlsp << ") as either the efficiency or its error are not positive numbers! (mceff="<<mceff<<" and toterr="<<toterr<<")"<< endl;
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continue;
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} else {
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if(!systematicsonly&&!efficiencyonly) {
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dout << "Calculating limit now for "<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp <<endl;
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vector<float> sigmas;
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string plotfilename=(string)(TString((scansample.collection)[0].samplename)+TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
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do_limit_wrapper(mceff,toterr,ibin,mcjzb,sigmas,plotfilename);
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cout << "back in " << __FUNCTION__ << endl;
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if(sigmas[0]>-0.5) { // negative sigmas are the error signature of do_limit_wrapper, so we want to exclude them.
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limitmap->Fill(mglu,mlsp,sigmas[0]);
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sysjesmap->Fill(mglu,mlsp,sys_jes);
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sysjsumap->Fill(mglu,mlsp,sys_jsu);
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sysresmap->Fill(mglu,mlsp,sys_res);
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syspdfmap->Fill(mglu,mlsp,sys_pdf);
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systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
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sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
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efficiencymap->Fill(mglu,mlsp,result);
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dout << "A limit has been added at " << sigmas[0] << " for m_{glu}="<<mglu << " and m_{lsp}="<<mlsp<<endl;
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} //end of if sigma is positive
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//end of not systematics only condition
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}
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if(systematicsonly) {
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sysjesmap->Fill(mglu,mlsp,sys_jes);
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sysjsumap->Fill(mglu,mlsp,sys_jsu);
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sysresmap->Fill(mglu,mlsp,sys_res);
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syspdfmap->Fill(mglu,mlsp,sys_pdf);
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systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
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sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
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efficiencymap->Fill(mglu,mlsp,result);
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}
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| 235 |
}//efficiency is valid
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| 236 |
}
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| 237 |
}
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| 238 |
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| 239 |
prepare_scan_axis(limitmap,ismSUGRA);
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| 240 |
prepare_scan_axis(sysjesmap,ismSUGRA);
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| 241 |
prepare_scan_axis(sysjsumap,ismSUGRA);
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| 242 |
prepare_scan_axis(sysresmap,ismSUGRA);
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| 243 |
prepare_scan_axis(syspdfmap,ismSUGRA);
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| 244 |
prepare_scan_axis(systotmap,ismSUGRA);
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| 245 |
prepare_scan_axis(sysstatmap,ismSUGRA);
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| 246 |
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| 247 |
if(!systematicsonly&&!efficiencyonly) {
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| 248 |
limcanvas->cd();
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| 249 |
limitmap->Draw("COLZ");
|
| 250 |
string titletobewritten="Limits in LSP-Glu plane";
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| 251 |
if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
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| 252 |
TText *title = write_title(titletobewritten);
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| 253 |
title->Draw();
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| 254 |
if(runninglocally) {
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| 255 |
CompleteSave(limcanvas,"SUSYScan/Limits_JZB_geq"+any2string(jzb_cut[ibin]));
|
| 256 |
} else {
|
| 257 |
TFile *outputfile;
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| 258 |
if(systematicsonly) outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");//needs to be "UPDATE" as we can get to this point for different JZB cuts and don't want to erase the previous data :-)
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| 259 |
else outputfile=new TFile(("output/DistributedLimits_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");//needs to be "UPDATE" as we can get to this point for
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| 260 |
limitmap->Write();
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| 261 |
sysjesmap->Write();
|
| 262 |
sysjsumap->Write();
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| 263 |
sysresmap->Write();
|
| 264 |
efficiencymap->Write();
|
| 265 |
syspdfmap->Write();
|
| 266 |
systotmap->Write();
|
| 267 |
sysstatmap->Write();
|
| 268 |
Neventsmap->Write();
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| 269 |
ipointmap->Write();
|
| 270 |
outputfile->Close();
|
| 271 |
}
|
| 272 |
}
|
| 273 |
if(systematicsonly) { // systematics only :
|
| 274 |
limcanvas->cd();
|
| 275 |
sysjesmap->Draw("COLZ");
|
| 276 |
string titletobewritten="Jet Energy scale in LSP-Glu plane";
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| 277 |
if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
|
| 278 |
TText *title = write_title(titletobewritten);
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| 279 |
title->Draw();
|
| 280 |
if(runninglocally) {
|
| 281 |
CompleteSave(limcanvas,"SUSYScan/JES_geq"+any2string(jzb_cut[ibin]));
|
| 282 |
}
|
| 283 |
sysjsumap->Draw("COLZ");
|
| 284 |
titletobewritten="JZB Scale Uncertainty in LSP-Glu plane";
|
| 285 |
if(ismSUGRA) titletobewritten="JZB Scale Uncertainty in m_{1/2}-m_{0} plane";
|
| 286 |
TText *title2 = write_title(titletobewritten);
|
| 287 |
title2->Draw();
|
| 288 |
if(runninglocally) {
|
| 289 |
CompleteSave(limcanvas,"SUSYScan/JSU_geq"+any2string(jzb_cut[ibin]));
|
| 290 |
}
|
| 291 |
sysresmap->Draw("COLZ");
|
| 292 |
titletobewritten="Resolution in LSP-Glu plane";
|
| 293 |
if(ismSUGRA) titletobewritten="Resolution in m_{1/2}-m_{0} plane";
|
| 294 |
TText *title3 = write_title(titletobewritten);
|
| 295 |
title3->Draw();
|
| 296 |
if(runninglocally) {
|
| 297 |
CompleteSave(limcanvas,"SUSYScan/Resolution_geq"+any2string(jzb_cut[ibin]));
|
| 298 |
}
|
| 299 |
|
| 300 |
if(!runninglocally) {
|
| 301 |
TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
|
| 302 |
sysjesmap->Write();
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| 303 |
sysjsumap->Write();
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| 304 |
sysresmap->Write();
|
| 305 |
efficiencymap->Write();
|
| 306 |
Neventsmap->Write();
|
| 307 |
ipointmap->Write();
|
| 308 |
syspdfmap->Write();
|
| 309 |
systotmap->Write();
|
| 310 |
sysstatmap->Write();
|
| 311 |
outputfile->Close();
|
| 312 |
}
|
| 313 |
}//end of systematics only
|
| 314 |
if(efficiencyonly) {
|
| 315 |
limcanvas->cd();
|
| 316 |
efficiencymap->Draw("COLZ");
|
| 317 |
string titletobewritten="Efficiencies in LSP-Glu plane";
|
| 318 |
if(ismSUGRA) titletobewritten="Efficiencies in m_{1/2}-m_{0} plane";
|
| 319 |
TText *title = write_title(titletobewritten);
|
| 320 |
title->Draw();
|
| 321 |
if(runninglocally) {
|
| 322 |
CompleteSave(limcanvas,"SUSYScan/Efficiency_geq"+any2string(jzb_cut[ibin]));
|
| 323 |
}
|
| 324 |
limcanvas->cd();
|
| 325 |
sysjesmap->Draw("COLZ");
|
| 326 |
titletobewritten="N(events) in LSP-Glu plane";
|
| 327 |
if(ismSUGRA) titletobewritten="N(events) in m_{1/2}-m_{0} plane";
|
| 328 |
TText *title2 = write_title(titletobewritten);
|
| 329 |
title2->Draw();
|
| 330 |
if(runninglocally) {
|
| 331 |
CompleteSave(limcanvas,"SUSYScan/Nevents_geq"+any2string(jzb_cut[ibin]));
|
| 332 |
}
|
| 333 |
if(!runninglocally) {
|
| 334 |
TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
|
| 335 |
ipointmap->Write();
|
| 336 |
Neventsmap->Write();
|
| 337 |
efficiencymap->Write();
|
| 338 |
outputfile->Close();
|
| 339 |
}
|
| 340 |
}//end of efficiencies only
|
| 341 |
delete limcanvas;
|
| 342 |
}
|
| 343 |
|
| 344 |
void scan_SUSY_parameter_space(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, float njobs=-1, float jobnumber=-1, bool systonly=false, bool effonly=false) {
|
| 345 |
dout << "Starting the SUSY scan now with all " << jzb_cut.size() << " bin(s)" << endl;
|
| 346 |
for(int ibin=0;ibin<jzb_cut.size();ibin++) {
|
| 347 |
scan_SUSY_parameter_space(mcjzb,datajzb,jzb_cut,requireZ, peakerror, ibin, njobs, jobnumber,systonly,effonly);
|
| 348 |
}
|
| 349 |
}
|
