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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 <TKey.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("m_{#Chi_{2}^{0}}-m_{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;
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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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int counterinterval=5;
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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/counterinterval << " ( corresponds to " << seconds_to_time(counter) << " ) , patience will end in " << seconds_to_time(60*limitpatience-counter) << std::endl;
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counter+=counterinterval;
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sleep(counterinterval);
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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 set_SUSY_style() {
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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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float rightmargin=gStyle->GetPadRightMargin();
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gStyle->SetPadRightMargin(0.15);
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}
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float get_xs(float mglu, float mlsp, string massgluname, string massLSPname, map < pair<float, float>, map<string, float> > &xsec, string mcjzb, bool requireZ) {
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float weightedpointxs=0;
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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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cout << "About to calculate the process efficiencies " << endl;
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/* for(int iproc=1;iproc<=10;iproc++) {
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float process_xs = GetXSecForPointAndChannel(mglu,mlsp,xsec,iproc);
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stringstream addcutplus;
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addcutplus<<addcut.str()<<"&&(pfJetGoodNum=="<<iproc<<")";
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write_warning(__FUNCTION__,"replaced process with pfJetGoodNum for testing purposes only!");
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(scansample.collection)[0].events->Draw("eventNum",addcutplus.str().c_str(),"goff");
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float nprocessevents = (scansample.collection)[0].events->GetSelectedRows();
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float nselectedprocessevents,nselectedprocesseventserr;
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cout << "nprocessevents = " << nprocessevents << endl;
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MCefficiency((scansample.collection)[0].events,nselectedprocessevents,nselectedprocesseventserr,mcjzb,requireZ,1,addcutplus.str(),-1);//1 is the number to normalize to :-)
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float weight=0;
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if(nprocessevents>0) weight=(process_xs)/(nprocessevents);//*luminosity;
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weightedpointxs+=weight*nselectedprocessevents;
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}
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return weightedpointxs;
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*/
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return 1.0;
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}
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void establish_SUSY_limits(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, TFile *fsyst, int ibin,float njobs=-1, float jobnumber=-1) {
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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 within hours instead of weeks try running the worker script on the grid (DistributedModelCalculation/Limits/)" << endl;
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}
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string massgluname="MassGlu";
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string massLSPname="MassLSP";
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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 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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TIter nextkey(fsyst->GetListOfKeys());
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TKey *key;
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while ((key = (TKey*)nextkey()))
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{
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TObject *obj = key->ReadObj();
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if(Contains((string)(obj->GetName()),"mSUGRA")) ismSUGRA=true;
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}
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map < pair<float, float>, map<string, float> > xsec;
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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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xsec=getXsec("/scratch/buchmann/C/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
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write_warning(__FUNCTION__,"Don't have the correct XS file yet");
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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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write_warning(__FUNCTION__,"Don't have the correct XS file yet");
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xsec=getXsec("/scratch/buchmann/C/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
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}
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set_SUSY_style();
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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&&(ismSUGRA||mlsp<=mglu);mlsp+=mLSPstep) Npoints++;
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}
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TH2F *mceff = (TH2F*)fsyst->Get((prefix+"efficiencymap"+any2string(jzb_cut[ibin])).c_str());
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//write_warning(__FUNCTION__,"Currently the efficiencymap name was switched to Pablo's convention. This NEEDS to be switched BACK!");TH2F *mceff = (TH2F*)fsyst->Get(("efficiency_jzbdiff"+any2string(jzb_cut[ibin])).c_str());
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TH2F *fullerr = (TH2F*)fsyst->Get((prefix+"systotmap"+any2string(jzb_cut[ibin])).c_str());
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TH2F *NEvents = (TH2F*)fsyst->Get((prefix+"Neventsmap"+any2string(jzb_cut[ibin])).c_str());
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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);//observed limit
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TH2F *explimitmap = new TH2F((prefix+"explimitmap"+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);//expected limit
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TH2F *exp1plimitmap = new TH2F((prefix+"exp1plimitmap"+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);//expected limit + 1 sigma
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TH2F *exp2plimitmap = new TH2F((prefix+"exp2plimitmap"+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);//expected limit + 2 sigma
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TH2F *exp1mlimitmap = new TH2F((prefix+"exp1mlimitmap"+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);//expected limit - 1 sigma
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TH2F *exp2mlimitmap = new TH2F((prefix+"exp2mlimitmap"+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);//expected limit - 2 sigma
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TH2F *exclmap = new TH2F((prefix+"exclusionmap"+any2string(jzb_cut[ibin])).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 *xsmap = new TH2F((prefix+"crosssectionmap"+any2string(jzb_cut[ibin])).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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if(!fullerr || !mceff || !NEvents) {
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write_error(__FUNCTION__,"The supplied systematics file did not contain the correct histograms - please check the file");
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dout << "mc eff address: " << mceff << " , error address: " << fullerr << " , NEvents address: " << NEvents << endl;
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delete limcanvas;
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return;
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}
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bool doexpected=true;
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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&&(ismSUGRA||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 currmceff=mceff->GetBinContent(mceff->FindBin(mglu,mlsp));
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float currtoterr=(fullerr->GetBinContent(fullerr->FindBin(mglu,mlsp)))*currmceff;
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float nevents=NEvents->GetBinContent(NEvents->FindBin(mglu,mlsp));
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dout << "Looking at point " << ipoint << " / " << Npoints << " with masses " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << endl;
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dout << "Found : MCeff=" << currmceff << " and total error=" << currtoterr << " and Nevents=" << nevents << endl;
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string plotfilename=(string)(TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
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if(currmceff<=0||currtoterr<=0||nevents==0) {
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dout << " Nothing to work with, skipping this point." << endl;
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continue;
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}
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vector<float> sigmas;
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//do_limit_wrapper(currmceff,currtoterr,ibin,mcjzb,sigmas,plotfilename); // no threading right now.
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sigmas=compute_one_upper_limit(currmceff,currtoterr,ibin,mcjzb,plotfilename,true);
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if(sigmas[0]>0) limitmap->Fill(mglu,mlsp,sigmas[0]); //anything else is an error code
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if(sigmas.size()>1) {
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explimitmap->Fill(mglu,mlsp,sigmas[1]);
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exp1plimitmap->Fill(mglu,mlsp,sigmas[2]);
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exp1mlimitmap->Fill(mglu,mlsp,sigmas[3]);
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exp2plimitmap->Fill(mglu,mlsp,sigmas[4]);
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exp2mlimitmap->Fill(mglu,mlsp,sigmas[5]);
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}
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dout << "An upper limit has been added for this point ( " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << " ) at " << sigmas[0] << endl;
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| 242 |
if(ismSUGRA) { // for SMS this is a bit easier at the moment - we have a reference XS file which we use when plotting
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| 243 |
dout << "Computing exclusion status" << endl;
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| 244 |
float rel_limit=0;
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| 245 |
float xs=get_xs(mglu,mlsp,massgluname,massLSPname,xsec,mcjzb,requireZ);
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| 246 |
if(xs>0) rel_limit=sigmas[0]/xs;
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| 247 |
// stringstream addcut;
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| 248 |
// addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
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// vector<float> xs_weights = processMCefficiency((scansample.collection)[0].events,mcjzb,requireZ,nevents, addcut.str());
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| 250 |
exclmap->Fill(mglu,mlsp,rel_limit);
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| 251 |
xsmap->Fill(mglu,mlsp,xs);
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| 252 |
}
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| 253 |
}
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| 254 |
}
|
| 255 |
|
| 256 |
prepare_scan_axis(limitmap,ismSUGRA);
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| 257 |
TFile *outputfile=new TFile(("output/DistributedLimitsFromSystematics_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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| 258 |
outputfile->cd();
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| 259 |
limitmap->Write();
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| 260 |
if(doexpected) {
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| 261 |
explimitmap->Write();
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| 262 |
exp1plimitmap->Write();
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| 263 |
exp1mlimitmap->Write();
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| 264 |
exp2plimitmap->Write();
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| 265 |
exp2mlimitmap->Write();
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| 266 |
}
|
| 267 |
if(ismSUGRA) {
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| 268 |
exclmap->Write();
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| 269 |
xsmap->Write();
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| 270 |
}
|
| 271 |
outputfile->Close();
|
| 272 |
delete limcanvas;
|
| 273 |
}
|
| 274 |
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| 275 |
void establish_SUSY_limits(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, string fsystfilename, float njobs=-1, float jobnumber=-1) {
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| 276 |
dout << "Starting the SUSY scan from systematics file now with all " << jzb_cut.size() << " bin(s)" << " and using " << fsystfilename << endl;
|
| 277 |
TFile *fsyst = new TFile(fsystfilename.c_str());
|
| 278 |
if(!fsyst) {
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| 279 |
write_error(__FUNCTION__,"You provided an invalid systematics file. Please change it ... ");
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| 280 |
return;
|
| 281 |
}
|
| 282 |
for(int ibin=0;ibin<jzb_cut.size();ibin++) {
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| 283 |
establish_SUSY_limits(mcjzb,datajzb,jzb_cut,requireZ, peakerror, fsyst, ibin,njobs, jobnumber);
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}
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}
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| 286 |
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| 287 |
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| 288 |
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| 289 |
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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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| 291 |
bool runninglocally=true;
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| 292 |
if(njobs>-1&&jobnumber>-1) {
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| 293 |
runninglocally=false;
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| 294 |
dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
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| 295 |
} else {
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| 296 |
dout << "Running locally " << endl;
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| 297 |
dout << "This will take a really, really long time - if you want to see the results THIS month try running the LimitWorkerScript on the grid (DistributedModelCalculation/Limits/)" << endl;
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| 298 |
}
|
| 299 |
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| 300 |
jzbSel=jzb_cut[ibin];
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| 301 |
geqleq="geq";
|
| 302 |
automatized=true;
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| 303 |
mcjzbexpression=mcjzb;
|
| 304 |
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| 305 |
string massgluname="MassGlu";
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| 306 |
string massLSPname="MassLSP";
|
| 307 |
|
| 308 |
string prefix="SMS_";
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| 309 |
// up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
|
| 310 |
bool ismSUGRA=false;
|
| 311 |
if(Contains((scansample.collection)[0].samplename,"mSUGRA")) ismSUGRA=true;
|
| 312 |
if(ismSUGRA) {
|
| 313 |
massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
|
| 314 |
massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
|
| 315 |
mglustart=m0start;
|
| 316 |
mgluend=m0end;
|
| 317 |
mglustep=m0step;
|
| 318 |
mLSPstart=m12start;
|
| 319 |
mLSPend=m12end;
|
| 320 |
mLSPstep=m12step;
|
| 321 |
prefix="mSUGRA_";
|
| 322 |
cout << "mSUGRA scan has been set up." << endl;
|
| 323 |
} else {
|
| 324 |
cout << "SMS scan has been set up." << endl;
|
| 325 |
}
|
| 326 |
|
| 327 |
Int_t MyPalette[100];
|
| 328 |
Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
|
| 329 |
Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
|
| 330 |
Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
|
| 331 |
Double_t stop[] = {0., .25, .50, .75, 1.0};
|
| 332 |
Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
|
| 333 |
for (int i=0;i<100;i++) MyPalette[i] = FI+i;
|
| 334 |
|
| 335 |
gStyle->SetPalette(100, MyPalette);
|
| 336 |
|
| 337 |
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);//observed limit
|
| 338 |
TH2F *explimitmap = new TH2F((prefix+"explimitmap"+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);//expected limit
|
| 339 |
TH2F *exp1plimitmap = new TH2F((prefix+"exp1plimitmap"+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);//expected limit + 1 sigma
|
| 340 |
TH2F *exp2plimitmap = new TH2F((prefix+"exp2plimitmap"+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);//expected limit + 2 sigma
|
| 341 |
TH2F *exp1mlimitmap = new TH2F((prefix+"exp1mlimitmap"+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);//expected limit - 1 sigma
|
| 342 |
TH2F *exp2mlimitmap = new TH2F((prefix+"exp2mlimitmap"+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);//expected limit - 2 sigma
|
| 343 |
|
| 344 |
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);
|
| 345 |
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);
|
| 346 |
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);
|
| 347 |
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);
|
| 348 |
TH2F *efficiencymap = new TH2F((prefix+"efficiencymap"+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);
|
| 349 |
TH2F *noscefficiencymap = new TH2F((prefix+"nosc_efficiencymap"+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);
|
| 350 |
TH2F *Neventsmap = new TH2F((prefix+"Neventsmap"+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);
|
| 351 |
TH2F *ipointmap = new TH2F((prefix+"ipointmap"+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);
|
| 352 |
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);
|
| 353 |
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);
|
| 354 |
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);
|
| 355 |
|
| 356 |
TH2F *timemap = new TH2F((prefix+"timemap"+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);
|
| 357 |
|
| 358 |
write_warning(__FUNCTION__,"CURRENTLY SWITCHING AUTOMATIZED MODE OFF!");automatized=false;
|
| 359 |
|
| 360 |
float rightmargin=gStyle->GetPadRightMargin();
|
| 361 |
gStyle->SetPadRightMargin(0.15);
|
| 362 |
|
| 363 |
TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
|
| 364 |
|
| 365 |
|
| 366 |
bool doexpected=true;
|
| 367 |
|
| 368 |
int Npoints=0;
|
| 369 |
for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
|
| 370 |
for (int mlsp=mLSPstart;mlsp<=mLSPend&&(ismSUGRA||mlsp<=mglu);mlsp+=mLSPstep) Npoints++;
|
| 371 |
}
|
| 372 |
|
| 373 |
int ipoint=-1;
|
| 374 |
for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
|
| 375 |
for (int mlsp=mLSPstart;mlsp<=mLSPend&&(ismSUGRA||mlsp<=mglu);mlsp+=mLSPstep)
|
| 376 |
{
|
| 377 |
ipoint++;
|
| 378 |
if(!runninglocally&&!do_this_point(ipoint,Npoints,jobnumber,njobs)) continue;
|
| 379 |
float result=-987,resulterr=-987;
|
| 380 |
int scanfileindex=0;
|
| 381 |
int m0trees = PlottingSetup::m0end;
|
| 382 |
int m12trees = PlottingSetup::m12end;
|
| 383 |
if(!ismSUGRA) {
|
| 384 |
m0trees = PlottingSetup::mgluend;
|
| 385 |
m12trees = PlottingSetup::mLSPend;
|
| 386 |
}
|
| 387 |
|
| 388 |
int a = int((PlottingSetup::ScanXzones*mlsp)/(m12trees+1));
|
| 389 |
int b = int((PlottingSetup::ScanYzones*mglu)/(m0trees+1));
|
| 390 |
scanfileindex=PlottingSetup::ScanYzones*a+b;
|
| 391 |
cout << "Going to require file having a=" << a << " and b=" << b << endl;
|
| 392 |
stringstream filetoload;
|
| 393 |
filetoload << "/shome/buchmann/ntuples/";
|
| 394 |
if(ismSUGRA) {
|
| 395 |
filetoload << "mSUGRA/mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
|
| 396 |
} else {
|
| 397 |
filetoload << "SMS/SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
|
| 398 |
}
|
| 399 |
if(!Contains(((scansample.collection)[(scansample.collection).size()-1]).filename,"_"+any2string(a)+"_"+any2string(b))) {
|
| 400 |
cout << "The last sample is NOT the same one as the current one, possibly popping off last one and adding the new one." << endl;
|
| 401 |
if((scansample.collection).size()>1) {
|
| 402 |
scansample.RemoveLastSample();
|
| 403 |
}
|
| 404 |
scanfileindex=(scansample.collection).size();
|
| 405 |
//New: Loading file when necessary, not before (avoiding high memory usage and startup times)
|
| 406 |
if(scanfileindex!=0) scansample.AddSample(filetoload.str(),"scansample",1,1,false,true,scanfileindex,kRed);
|
| 407 |
} else {
|
| 408 |
cout << "Last sample is the same as the current one. Recycling it." << endl;
|
| 409 |
scanfileindex=(scansample.collection).size()-1;
|
| 410 |
}
|
| 411 |
|
| 412 |
clock_t start,finish;
|
| 413 |
start = clock(); // starting the clock to measure how long the computation takes!
|
| 414 |
stringstream addcut;
|
| 415 |
addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
|
| 416 |
(scansample.collection)[scanfileindex].events->Draw("eventNum",addcut.str().c_str(),"goff");
|
| 417 |
float nevents = (scansample.collection)[scanfileindex].events->GetSelectedRows();
|
| 418 |
vector<vector<float> > systematics;
|
| 419 |
if(nevents<10) {
|
| 420 |
dout << "This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") does not contain enough events and will be skipped."<< endl;
|
| 421 |
continue;
|
| 422 |
} else {
|
| 423 |
dout << "OK! This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains " << nevents << " and will therefore not be skipped."<< endl;
|
| 424 |
}
|
| 425 |
if(nevents!=0&&efficiencyonly) {
|
| 426 |
Value effwosigcont = MCefficiency((scansample.collection)[scanfileindex].events,result,resulterr,mcjzb,requireZ,nevents,addcut.str(),-1);
|
| 427 |
efficiencymap->Fill(mglu,mlsp,result);
|
| 428 |
noscefficiencymap->Fill(mglu,mlsp,effwosigcont.getValue());
|
| 429 |
noscefficiencymap->SetBinError(mglu,mlsp,effwosigcont.getError());
|
| 430 |
finish = clock();
|
| 431 |
timemap->Fill(mglu,mlsp,((float(finish)-float(start))/CLOCKS_PER_SEC));
|
| 432 |
}
|
| 433 |
Neventsmap->Fill(mglu,mlsp,nevents);
|
| 434 |
ipointmap->Fill(mglu,mlsp,ipoint);
|
| 435 |
if(efficiencyonly) continue;
|
| 436 |
|
| 437 |
do_systematics_for_one_file((scansample.collection)[scanfileindex].events,nevents,"SUSY SCAN", systematics,mcjzb,datajzb,peakerror,requireZ, addcut.str(),true);//mSUGRA is now always true here because we always want to compute PDF systematics
|
| 438 |
float JZBcutat = systematics[0][0];
|
| 439 |
float mceff = systematics[0][1];
|
| 440 |
float mcefferr = systematics[0][2];//MC stat error
|
| 441 |
float toterr = systematics[0][4];
|
| 442 |
float sys_jes = systematics[0][5]; // Jet Energy Scale
|
| 443 |
float sys_jsu = systematics[0][6]; // JZB scale uncertainty
|
| 444 |
float sys_res = systematics[0][7]; // resolution
|
| 445 |
float mcwoscef = systematics[0][8]; // efficiency without signal contamination
|
| 446 |
float mcwoscefr= systematics[0][9]; // error on efficiency without signal contamination
|
| 447 |
float sys_pdf = 0;
|
| 448 |
if(systematics[0].size()>10) sys_pdf = systematics[0][10]; // PDF
|
| 449 |
efficiencymap->Fill(mglu,mlsp,mceff);
|
| 450 |
efficiencymap->SetBinError(efficiencymap->FindBin(mglu,mlsp),mcefferr);
|
| 451 |
noscefficiencymap->Fill(mglu,mlsp,mcwoscef);
|
| 452 |
noscefficiencymap->SetBinError(efficiencymap->FindBin(mglu,mlsp),mcwoscefr);
|
| 453 |
|
| 454 |
if(mceff!=mceff||toterr!=toterr||mceff<0) {
|
| 455 |
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;
|
| 456 |
continue;
|
| 457 |
} else {
|
| 458 |
if(!systematicsonly&&!efficiencyonly) {
|
| 459 |
dout << "Calculating limit now for "<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp <<endl;
|
| 460 |
vector<float> sigmas;
|
| 461 |
string plotfilename=(string)(TString((scansample.collection)[scanfileindex].samplename)+TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
|
| 462 |
do_limit_wrapper(mceff,toterr,ibin,mcjzb,sigmas,plotfilename);
|
| 463 |
cout << "back in " << __FUNCTION__ << endl;
|
| 464 |
if(sigmas[0]>-0.5) { // negative sigmas are the error signature of do_limit_wrapper, so we want to exclude them.
|
| 465 |
limitmap->Fill(mglu,mlsp,sigmas[0]);
|
| 466 |
if(sigmas.size()>1) {
|
| 467 |
explimitmap->Fill(mglu,mlsp,sigmas[1]);
|
| 468 |
exp1plimitmap->Fill(mglu,mlsp,sigmas[2]);
|
| 469 |
exp1mlimitmap->Fill(mglu,mlsp,sigmas[3]);
|
| 470 |
exp2plimitmap->Fill(mglu,mlsp,sigmas[4]);
|
| 471 |
exp2mlimitmap->Fill(mglu,mlsp,sigmas[5]);
|
| 472 |
}
|
| 473 |
|
| 474 |
sysjesmap->Fill(mglu,mlsp,sys_jes);
|
| 475 |
sysjsumap->Fill(mglu,mlsp,sys_jsu);
|
| 476 |
sysresmap->Fill(mglu,mlsp,sys_res);
|
| 477 |
syspdfmap->Fill(mglu,mlsp,sys_pdf);
|
| 478 |
systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
|
| 479 |
sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
|
| 480 |
dout << "A limit has been added at " << sigmas[0] << " for m_{glu}="<<mglu << " and m_{lsp}="<<mlsp<<endl;
|
| 481 |
} //end of if sigma is positive
|
| 482 |
finish = clock();
|
| 483 |
timemap->Fill(mglu,mlsp,((float(finish)-float(start))/CLOCKS_PER_SEC));
|
| 484 |
|
| 485 |
//end of not systematics only condition
|
| 486 |
}
|
| 487 |
if(systematicsonly) {
|
| 488 |
sysjesmap->Fill(mglu,mlsp,sys_jes);
|
| 489 |
sysjsumap->Fill(mglu,mlsp,sys_jsu);
|
| 490 |
sysresmap->Fill(mglu,mlsp,sys_res);
|
| 491 |
syspdfmap->Fill(mglu,mlsp,sys_pdf);
|
| 492 |
systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
|
| 493 |
sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
|
| 494 |
finish = clock();
|
| 495 |
timemap->Fill(mglu,mlsp,((float(finish)-float(start))/CLOCKS_PER_SEC));
|
| 496 |
}
|
| 497 |
}//efficiency is valid
|
| 498 |
}
|
| 499 |
}
|
| 500 |
|
| 501 |
prepare_scan_axis(limitmap,ismSUGRA);
|
| 502 |
prepare_scan_axis(sysjesmap,ismSUGRA);
|
| 503 |
prepare_scan_axis(sysjsumap,ismSUGRA);
|
| 504 |
prepare_scan_axis(sysresmap,ismSUGRA);
|
| 505 |
prepare_scan_axis(syspdfmap,ismSUGRA);
|
| 506 |
prepare_scan_axis(systotmap,ismSUGRA);
|
| 507 |
prepare_scan_axis(sysstatmap,ismSUGRA);
|
| 508 |
prepare_scan_axis(timemap,ismSUGRA);
|
| 509 |
|
| 510 |
if(!systematicsonly&&!efficiencyonly) {
|
| 511 |
limcanvas->cd();
|
| 512 |
limitmap->Draw("COLZ");
|
| 513 |
string titletobewritten="Limits in LSP-Glu plane";
|
| 514 |
if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
|
| 515 |
TText *title = write_title(titletobewritten);
|
| 516 |
title->Draw();
|
| 517 |
if(runninglocally) {
|
| 518 |
CompleteSave(limcanvas,"SUSYScan/Limits_JZB_geq"+any2string(jzb_cut[ibin]));
|
| 519 |
} else {
|
| 520 |
TFile *outputfile;
|
| 521 |
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 :-)
|
| 522 |
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
|
| 523 |
limitmap->Write();
|
| 524 |
if(doexpected) {
|
| 525 |
explimitmap->Write();
|
| 526 |
exp1plimitmap->Write();
|
| 527 |
exp1mlimitmap->Write();
|
| 528 |
exp2plimitmap->Write();
|
| 529 |
exp2mlimitmap->Write();
|
| 530 |
}
|
| 531 |
sysjesmap->Write();
|
| 532 |
sysjsumap->Write();
|
| 533 |
sysresmap->Write();
|
| 534 |
efficiencymap->Write();
|
| 535 |
noscefficiencymap->Write();
|
| 536 |
syspdfmap->Write();
|
| 537 |
systotmap->Write();
|
| 538 |
sysstatmap->Write();
|
| 539 |
Neventsmap->Write();
|
| 540 |
ipointmap->Write();
|
| 541 |
timemap->Write();
|
| 542 |
outputfile->Close();
|
| 543 |
}
|
| 544 |
}
|
| 545 |
if(systematicsonly) { // systematics only :
|
| 546 |
limcanvas->cd();
|
| 547 |
sysjesmap->Draw("COLZ");
|
| 548 |
string titletobewritten="Jet Energy scale in LSP-Glu plane";
|
| 549 |
if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
|
| 550 |
TText *title = write_title(titletobewritten);
|
| 551 |
title->Draw();
|
| 552 |
if(runninglocally) {
|
| 553 |
CompleteSave(limcanvas,"SUSYScan/JES_geq"+any2string(jzb_cut[ibin]));
|
| 554 |
}
|
| 555 |
sysjsumap->Draw("COLZ");
|
| 556 |
titletobewritten="JZB Scale Uncertainty in LSP-Glu plane";
|
| 557 |
if(ismSUGRA) titletobewritten="JZB Scale Uncertainty in m_{1/2}-m_{0} plane";
|
| 558 |
TText *title2 = write_title(titletobewritten);
|
| 559 |
title2->Draw();
|
| 560 |
if(runninglocally) {
|
| 561 |
CompleteSave(limcanvas,"SUSYScan/JSU_geq"+any2string(jzb_cut[ibin]));
|
| 562 |
}
|
| 563 |
sysresmap->Draw("COLZ");
|
| 564 |
titletobewritten="Resolution in LSP-Glu plane";
|
| 565 |
if(ismSUGRA) titletobewritten="Resolution in m_{1/2}-m_{0} plane";
|
| 566 |
TText *title3 = write_title(titletobewritten);
|
| 567 |
title3->Draw();
|
| 568 |
if(runninglocally) {
|
| 569 |
CompleteSave(limcanvas,"SUSYScan/Resolution_geq"+any2string(jzb_cut[ibin]));
|
| 570 |
}
|
| 571 |
|
| 572 |
if(!runninglocally) {
|
| 573 |
TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
|
| 574 |
sysjesmap->Write();
|
| 575 |
sysjsumap->Write();
|
| 576 |
sysresmap->Write();
|
| 577 |
efficiencymap->Write();
|
| 578 |
noscefficiencymap->Write();
|
| 579 |
Neventsmap->Write();
|
| 580 |
ipointmap->Write();
|
| 581 |
syspdfmap->Write();
|
| 582 |
systotmap->Write();
|
| 583 |
sysstatmap->Write();
|
| 584 |
timemap->Write();
|
| 585 |
outputfile->Close();
|
| 586 |
}
|
| 587 |
}//end of systematics only
|
| 588 |
if(efficiencyonly) {
|
| 589 |
limcanvas->cd();
|
| 590 |
efficiencymap->Draw("COLZ");
|
| 591 |
string titletobewritten="Efficiencies in LSP-Glu plane";
|
| 592 |
if(ismSUGRA) titletobewritten="Efficiencies in m_{1/2}-m_{0} plane";
|
| 593 |
TText *title = write_title(titletobewritten);
|
| 594 |
title->Draw();
|
| 595 |
if(runninglocally) {
|
| 596 |
CompleteSave(limcanvas,"SUSYScan/Efficiency_geq"+any2string(jzb_cut[ibin]));
|
| 597 |
}
|
| 598 |
limcanvas->cd();
|
| 599 |
sysjesmap->Draw("COLZ");
|
| 600 |
titletobewritten="N(events) in LSP-Glu plane";
|
| 601 |
if(ismSUGRA) titletobewritten="N(events) in m_{1/2}-m_{0} plane";
|
| 602 |
TText *title2 = write_title(titletobewritten);
|
| 603 |
title2->Draw();
|
| 604 |
if(runninglocally) {
|
| 605 |
CompleteSave(limcanvas,"SUSYScan/Nevents_geq"+any2string(jzb_cut[ibin]));
|
| 606 |
}
|
| 607 |
if(!runninglocally) {
|
| 608 |
TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
|
| 609 |
ipointmap->Write();
|
| 610 |
Neventsmap->Write();
|
| 611 |
noscefficiencymap->Write();
|
| 612 |
efficiencymap->Write();
|
| 613 |
timemap->Write();
|
| 614 |
outputfile->Close();
|
| 615 |
}
|
| 616 |
}//end of efficiencies only
|
| 617 |
|
| 618 |
delete limitmap;
|
| 619 |
delete exclmap;
|
| 620 |
delete sysjesmap;
|
| 621 |
delete sysjsumap;
|
| 622 |
delete sysresmap;
|
| 623 |
delete noscefficiencymap;
|
| 624 |
delete efficiencymap;
|
| 625 |
delete Neventsmap;
|
| 626 |
delete ipointmap;
|
| 627 |
delete syspdfmap;
|
| 628 |
delete systotmap;
|
| 629 |
delete sysstatmap;
|
| 630 |
delete limcanvas;
|
| 631 |
}
|
| 632 |
|
| 633 |
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) {
|
| 634 |
dout << "Starting the SUSY scan now with all " << jzb_cut.size() << " bin(s)" << endl;
|
| 635 |
for(int ibin=0;ibin<jzb_cut.size();ibin++) {
|
| 636 |
scan_SUSY_parameter_space(mcjzb,datajzb,jzb_cut,requireZ, peakerror, ibin, njobs, jobnumber,systonly,effonly);
|
| 637 |
}
|
| 638 |
}
|
| 639 |
|
