ViewVC Help
View File | Revision Log | Show Annotations | Root Listing
root/cvsroot/UserCode/cbrown/Development/Plotting/Modules/SUSYScan.C
Revision: 1.1
Committed: Mon Jan 30 14:46:25 2012 UTC (13 years, 3 months ago) by buchmann
Content type: text/plain
Branch: MAIN
Log Message:
Initial commit of Ice Cream versions

File Contents

# User Rev Content
1 buchmann 1.1 #include <iostream>
2     #include <vector>
3     #include <sys/stat.h>
4     #include <fstream>
5     #include <pthread.h>
6     #include <assert.h>
7    
8     #include <TCut.h>
9     #include <TROOT.h>
10     #include <TCanvas.h>
11     #include <TMath.h>
12     #include <TColor.h>
13     #include <TPaveText.h>
14     #include <TRandom.h>
15     #include <TH1.h>
16     #include <TH2.h>
17     #include <TF1.h>
18     #include <TSQLResult.h>
19     #include <TProfile.h>
20     #include <TKey.h>
21    
22     //#include "TTbar_stuff.C"
23     using namespace std;
24    
25     using namespace PlottingSetup;
26    
27     void susy_scan_axis_labeling(TH2F *histo) {
28     histo->GetXaxis()->SetTitle("m_{#Chi_{2}^{0}}-m_{LSP}");
29     histo->GetXaxis()->CenterTitle();
30     histo->GetYaxis()->SetTitle("m_{#tilde{q}}");
31     histo->GetYaxis()->CenterTitle();
32     }
33    
34     void prepare_scan_axis(TH2 *variablemap,int scantype) {
35     //assuming regular SMS
36     variablemap->GetXaxis()->SetTitle("m_{glu}");
37     variablemap->GetYaxis()->SetTitle("m_{LSP}");
38    
39     if(scantype==mSUGRA) {
40     variablemap->GetXaxis()->SetTitle("m_{0}");
41     variablemap->GetYaxis()->SetTitle("m_{1/2}");
42     }
43    
44     if(scantype==GMSB) {
45     variablemap->GetXaxis()->SetTitle("m_{glu}");
46     variablemap->GetYaxis()->SetTitle("m_{NLSP}");
47     }
48    
49     variablemap->GetXaxis()->CenterTitle();
50     variablemap->GetYaxis()->CenterTitle();
51     }
52    
53     void set_SUSY_style() {
54     Int_t MyPalette[100];
55     Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
56     Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
57     Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
58     Double_t stop[] = {0., .25, .50, .75, 1.0};
59     Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
60     for (int i=0;i<100;i++) MyPalette[i] = FI+i;
61    
62     gStyle->SetPalette(100, MyPalette);
63    
64     float rightmargin=gStyle->GetPadRightMargin();
65     gStyle->SetPadRightMargin(0.15);
66    
67     }
68    
69     bool delete_any_cached_scans() {
70     //This should only be called via CRAB
71     cout << " Deleting all cached files." << endl;
72     gSystem->Exec("ls -ltrh | grep root");
73     char hostname[1023];
74     gethostname(hostname,1023);
75     if((Contains(hostname,"t3ui")||Contains(hostname,"t3wn"))) return false;
76     else {
77     vector<string> all_files;
78     char currentpath[1024];
79     TString directory=TString(getcwd(currentpath,1024));
80     directory=directory+"/";
81     process_directory(directory,all_files);
82     for(int ifile=0;ifile<all_files.size();ifile++)
83     {
84     if(Contains(all_files[ifile],"_clean_splitup_")) {
85     dout << " About to delete " << all_files[ifile] << endl;
86     gSystem->Exec(((string)"rm "+all_files[ifile]).c_str());
87     }
88     }
89     return true;
90     }
91     }
92    
93     bool initialized_t2=false;
94    
95     int srmcpretries=0;
96    
97     void load_scan_sample(int a, int b, int &scanfileindex,int scantype,bool isretry=false) {
98    
99     // There is no need to define your sample here. That is done in Setup.C where you define the loading directory!
100    
101     dout << "Going to load file with Xzone=" << a << " and Yzone=" << b << endl;
102     stringstream filetoload;
103     char hostname[1023];
104     gethostname(hostname,1023);
105    
106     if((Contains(hostname,"t3ui")||Contains(hostname,"t3wn"))) { // local case
107     filetoload << "/shome/buchmann/ntuples/"<<PlottingSetup::ScanSampleDirectory;
108     if(scantype==mSUGRA) filetoload << "/mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
109     if(scantype==SMS) filetoload << "/SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
110     if(scantype==GMSB) filetoload << "/GMSB_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
111     if(!Contains(((scansample.collection)[(scansample.collection).size()-1]).filename,"_"+any2string(a)+"_"+any2string(b))) {
112     dout << "The last sample is NOT the same one as the current one, possibly popping off last one and adding the new one." << endl;
113     if((scansample.collection).size()>1) {
114     scansample.RemoveLastSample();
115     }
116     scanfileindex=(scansample.collection).size();
117     //New: Loading file when necessary, not before (avoiding high memory usage and startup times)
118     if(scanfileindex!=0) scansample.AddSample(filetoload.str(),"scansample",1,1,false,true,scanfileindex,kRed);
119     } else {
120     dout << "Last sample is the same as the current one. Recycling it." << endl;
121     scanfileindex=(scansample.collection).size()-1;
122     }
123     dout << " Going to use the following file: " << filetoload.str() << endl;
124     } // end of t3 case
125     else {
126     write_info(__FUNCTION__,"Hello, CRAB! Might need to load files ...");
127     PlottingSetup::limitpatience=PlottingSetup::limitpatienceCRAB;
128     stringstream copyfile;
129     copyfile << "lcg-cp -b -T srmv2 srm://storage01.lcg.cscs.ch:8443/srm/managerv2?SFN=/pnfs/lcg.cscs.ch/cms/trivcat/store/user/buchmann/bussola/" << PlottingSetup::ScanSampleDirectory;
130     if(scantype==mSUGRA) copyfile << "/mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root " << "mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root ";
131     if(scantype==SMS) copyfile << "/SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root " << "SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root ";
132     if(scantype==GMSB) copyfile << "/GMSB_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root " << "GMSB_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root ";
133     stringstream newfilename;
134     if(scantype==mSUGRA) newfilename << "mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
135     if(scantype==SMS) newfilename << "SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
136     if(scantype==GMSB) newfilename << "GMSB_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
137    
138     if(!Contains(((scansample.collection)[(scansample.collection).size()-1]).filename,"_"+any2string(a)+"_"+any2string(b))||(a==0&&b==0)&&!initialized_t2) {
139     dout << "The last sample is NOT the same one as the current one, possibly popping off last one and downloading as well as adding the new one." << endl;
140     if((scansample.collection).size()>1) {
141     scansample.RemoveLastSample();
142     }
143     scanfileindex=(scansample.collection).size();
144     //New: Loading file when necessary, not before (avoiding high memory usage and startup times)
145     if(scanfileindex!=0||isretry) {
146     delete_any_cached_scans();
147     dout << "Going to download the scan file with the following copy command: " << copyfile.str() << endl;
148     gSystem->Exec(copyfile.str().c_str());
149     if(doesROOTFileExist(newfilename.str())) {
150     initialized_t2=true;
151     scansample.AddSample(newfilename.str(),"scansample",1,1,false,true,scanfileindex,kRed);
152     } else {
153     srmcpretries++;
154     if(srmcpretries<5) {
155     dout << "The file could not be loaded correctly - retrying!" << endl;
156     sleep(5);
157     load_scan_sample(a,b,scanfileindex,scantype,true);
158     } else {
159     dout << "Have tried 5 times to load this sample. Giving up now and failing the program execution" << endl;
160     assert(0);
161     dout << "The command " << copyfile.str() << " failed to copy the file to the local storage (saving it as " << newfilename.str() << ")" << endl;
162     }
163     }
164     }
165     } else {
166     dout << "Last sample is the same as the current one. Recycling it." << endl;
167     scanfileindex=(scansample.collection).size()-1;
168     }
169    
170     }
171     }
172    
173     float get_xs(float &altxs, float mglu, float mlsp, string massgluname, string massLSPname, map < pair<float, float>, map<string, float> > &xsec, string mcjzb, bool requireZ) {
174     altxs=0;
175     for(int iproc=1;iproc<=10;iproc++) {
176     float process_xs = GetXSecForPointAndChannel(mglu,mlsp,xsec,iproc);
177     altxs+=process_xs;
178     }
179     return altxs;
180     }
181    
182     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) {
183     bool runninglocally=true;
184     if(njobs>-1&&jobnumber>-1) {
185     runninglocally=false;
186     dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
187     } else {
188     dout << "Running locally " << endl;
189     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;
190     }
191    
192     string massgluname="MassGlu";
193     string massLSPname="MassLSP";
194     jzbSel=jzb_cut[ibin];
195     geqleq="geq";
196     automatized=true;
197     mcjzbexpression=mcjzb;
198    
199     string prefix="SMS_";
200     // up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
201     int scantype=SMS;
202     TIter nextkey(fsyst->GetListOfKeys());
203     TKey *key;
204     while ((key = (TKey*)nextkey()))
205     {
206     TObject *obj = key->ReadObj();
207     if(Contains((string)(obj->GetName()),"mSUGRA")) scantype=mSUGRA;
208     if(Contains((string)(obj->GetName()),"GMSB")) scantype=GMSB;
209     }
210    
211     map < pair<float, float>, map<string, float> > xsec;
212    
213     if(scantype==mSUGRA) {
214     massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
215     massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
216     mglustart=m0start;
217     xsec=getXsec(PlottingSetup::cbafbasedir+"/Plotting/Modules/external/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
218     mgluend=m0end;
219     mglustep=m0step;
220     mLSPstart=m12start;
221     mLSPend=m12end;
222     mLSPstep=m12step;
223     prefix="mSUGRA_";
224     dout << "mSUGRA scan has been set up." << endl;
225     // xsec=getXsec("/scratch/buchmann/C/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
226     }
227     if(scantype==SMS) {
228     dout << "SMS scan has been set up." << endl;
229     write_warning(__FUNCTION__,"Don't have the correct XS file yet");
230     }
231     if(scantype==GMSB) {
232     string massgluname="MassGMSBGlu";
233     string massLSPname="MassGMSBChi";
234     prefix="GMSB_";
235     dout << "GMSB scan has been set up." << endl;
236     write_warning(__FUNCTION__,"Don't have the correct XS file yet");
237     }
238    
239     set_SUSY_style();
240    
241     TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
242    
243     int Npoints=0;
244     for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
245     for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep) Npoints++;
246     }
247     TH2F *mceff = (TH2F*)fsyst->Get((prefix+"efficiencymap"+any2string(jzb_cut[ibin])).c_str());
248     //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());
249     TH2F *fullerr = (TH2F*)fsyst->Get((prefix+"systotmap"+any2string(jzb_cut[ibin])).c_str());
250     TH2F *NEvents = (TH2F*)fsyst->Get((prefix+"Neventsmap"+any2string(jzb_cut[ibin])).c_str());
251     TH2F *lflip = (TH2F*)fsyst->Get((prefix+"flipmap"+any2string(jzb_cut[ibin])).c_str());
252    
253     TH2F *limitmap = new TH2F((prefix+"limitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//observed limit
254     TH2F *explimitmap = new TH2F((prefix+"explimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit
255     TH2F *exp1plimitmap = new TH2F((prefix+"exp1plimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit + 1 sigma
256     TH2F *exp2plimitmap = new TH2F((prefix+"exp2plimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit + 2 sigma
257     TH2F *exp1mlimitmap = new TH2F((prefix+"exp1mlimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit - 1 sigma
258     TH2F *exp2mlimitmap = new TH2F((prefix+"exp2mlimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit - 2 sigma
259    
260     TH2F *exclmap = new TH2F((prefix+"exclusionmap"+any2string(jzb_cut[ibin])).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
261     TH2F *xsmap = new TH2F((prefix+"crosssectionmap"+any2string(jzb_cut[ibin])).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
262     TH2F *totxsmap = new TH2F((prefix+"absolutecrosssectionmap"+any2string(jzb_cut[ibin])).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
263     TH2F *flipmap = new TH2F((prefix+"limitflipmap"+any2string(jzb_cut[ibin])).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,(int)((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
264    
265    
266    
267     if(!fullerr || !mceff || !NEvents) {
268     write_error(__FUNCTION__,"The supplied systematics file did not contain the correct histograms - please check the file");
269     dout << "mc eff address: " << mceff << " , error address: " << fullerr << " , NEvents address: " << NEvents << endl;
270     delete limcanvas;
271     return;
272     }
273    
274     bool doexpected=true;
275    
276     int ipoint=-1;
277     for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
278     for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep)
279     {
280     ipoint++;
281     if(!runninglocally&&!do_this_point(ipoint,(int)Npoints,(int)jobnumber,(int)njobs)) continue;
282     int GlobalBin=flipmap->FindBin(mglu,mlsp);
283     float currmceff=mceff->GetBinContent(mceff->FindBin(mglu,mlsp));
284     float currtoterr=(fullerr->GetBinContent(fullerr->FindBin(mglu,mlsp)))*currmceff;
285     float nevents=NEvents->GetBinContent(NEvents->FindBin(mglu,mlsp));
286     int flipped = (int)(lflip->GetBinContent(lflip->FindBin(mglu,mlsp)));
287     flipmap->SetBinContent(GlobalBin,flipped);
288     dout << "Looking at point " << ipoint << " / " << Npoints << " with masses " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << endl;
289     dout << "Found : MCeff=" << currmceff << " and total error=" << currtoterr << " and Nevents=" << nevents << endl;
290     string plotfilename=(string)(TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
291     if(currmceff<=0||currtoterr<=0||nevents==0) {
292     dout << " Nothing to work with, skipping this point." << endl;
293     continue;
294     }
295     vector<float> sigmas;
296     sigmas=compute_one_upper_limit(currmceff,currtoterr,ibin,mcjzb,plotfilename,true, flipped);
297    
298    
299     if(sigmas[0]>0) limitmap->SetBinContent(GlobalBin,sigmas[0]); //anything else is an error code
300     if(sigmas.size()>1) {
301     explimitmap->SetBinContent(GlobalBin,sigmas[1]);
302     exp1plimitmap->SetBinContent(GlobalBin,sigmas[2]);
303     exp1mlimitmap->SetBinContent(GlobalBin,sigmas[3]);
304     exp2plimitmap->SetBinContent(GlobalBin,sigmas[4]);
305     exp2mlimitmap->SetBinContent(GlobalBin,sigmas[5]);
306     }
307    
308     dout << "An upper limit has been added for this point ( " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << " ) at " << sigmas[0] << endl;
309     if(scantype==mSUGRA) { // for SMS this is a bit easier at the moment - we have a reference XS file which we use when plotting
310     dout << "Computing exclusion status" << endl;
311     float rel_limit=0;
312     float totxs;
313     float xs=get_xs(totxs,mglu,mlsp,massgluname,massLSPname,xsec,mcjzb,requireZ);
314     if(xs>0) rel_limit=sigmas[0]/xs;
315     exclmap->SetBinContent(GlobalBin,rel_limit);
316     xsmap->SetBinContent(GlobalBin,xs);
317     totxsmap->SetBinContent(GlobalBin,totxs);
318     }
319     }
320     }
321    
322     prepare_scan_axis(limitmap,scantype);
323     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 :-)
324     outputfile->cd();
325     limitmap->Write();
326     flipmap->Write();
327     if(doexpected) {
328     explimitmap->Write();
329     exp1plimitmap->Write();
330     exp1mlimitmap->Write();
331     exp2plimitmap->Write();
332     exp2mlimitmap->Write();
333     }
334     if(scantype==mSUGRA) {
335     exclmap->Write();
336     xsmap->Write();
337     totxsmap->Write();
338     }
339     outputfile->Close();
340     delete limcanvas;
341     }
342    
343     void establish_SUSY_limits(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, string fsystfilename, float njobs=-1, float jobnumber=-1) {
344     dout << "Starting the SUSY scan from systematics file now with all " << jzb_cut.size() << " bin(s)" << " and using " << fsystfilename << endl;
345     TFile *fsyst = new TFile(fsystfilename.c_str());
346     if(!fsyst) {
347     write_error(__FUNCTION__,"You provided an invalid systematics file. Please change it ... ");
348     return;
349     }
350     for(int ibin=0;ibin<jzb_cut.size();ibin++) {
351     establish_SUSY_limits(mcjzb,datajzb,jzb_cut,requireZ, peakerror, fsyst, ibin,njobs, jobnumber);
352     }
353     }
354    
355    
356    
357    
358     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) {
359     bool runninglocally=true;
360     if(njobs>-1&&jobnumber>-1) {
361     runninglocally=false;
362     dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
363     } else {
364     dout << "Running locally " << endl;
365     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;
366     }
367    
368     jzbSel=jzb_cut[ibin];
369     geqleq="geq";
370     automatized=true;
371     mcjzbexpression=mcjzb;
372    
373     string massgluname="MassGlu";
374     string massLSPname="MassLSP";
375    
376     string prefix="SMS_";
377     // up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
378     int scantype=SMS;
379     if(Contains((scansample.collection)[0].samplename,"mSUGRA")) scantype=mSUGRA;
380     if(Contains((scansample.collection)[0].samplename,"GMSB")) scantype=GMSB;
381    
382     if(scantype==mSUGRA) {
383     massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
384     massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
385     mglustart=m0start;
386     mgluend=m0end;
387     mglustep=m0step;
388     mLSPstart=m12start;
389     mLSPend=m12end;
390     mLSPstep=m12step;
391     prefix="mSUGRA_";
392     dout << "mSUGRA scan has been set up." << endl;
393     }
394     if(scantype==SMS) {
395     dout << "SMS scan has been set up." << endl;
396     }
397     if(scantype==GMSB) {
398     dout << "GMSB scan has been set up." << endl;
399     prefix="GMSB_";
400     massgluname="MassGMSBGlu"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
401     massLSPname="MassGMSBChi"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
402     }
403    
404     Int_t MyPalette[100];
405     Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
406     Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
407     Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
408     Double_t stop[] = {0., .25, .50, .75, 1.0};
409     Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
410     for (int i=0;i<100;i++) MyPalette[i] = FI+i;
411    
412     gStyle->SetPalette(100, MyPalette);
413    
414     TH2F *limitmap = new TH2F((prefix+"limitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//observed limit
415     TH2F *explimitmap = new TH2F((prefix+"explimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit
416     TH2F *exp1plimitmap = new TH2F((prefix+"exp1plimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit + 1 sigma
417     TH2F *exp2plimitmap = new TH2F((prefix+"exp2plimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit + 2 sigma
418     TH2F *exp1mlimitmap = new TH2F((prefix+"exp1mlimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit - 1 sigma
419     TH2F *exp2mlimitmap = new TH2F((prefix+"exp2mlimitmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);//expected limit - 2 sigma
420    
421     TH2F *exclmap = new TH2F((prefix+"exclusionmap"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
422     TH2F *sysjesmap = new TH2F((prefix+"sysjes"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
423     TH2F *sysjsumap = new TH2F((prefix+"sysjsu"+any2string(jzbSel)).c_str(), "",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
424     TH2F *sysresmap = new TH2F((prefix+"sysresmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
425     TH2F *efficiencymap = new TH2F((prefix+"efficiencymap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
426     TH2F *efficiencymapmet = new TH2F((prefix+"efficiencymapmet"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
427     TH2F *efficiencymapAcc = new TH2F((prefix+"efficiencymapAcc"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
428     TH2F *efficiencymapID = new TH2F((prefix+"efficiencymapID"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
429     TH2F *efficiencymapJets = new TH2F((prefix+"efficiencymapJets"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
430     TH2F *efficiencymapSignal = new TH2F((prefix+"efficiencymapSignal"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
431     TH2F *noscefficiencymap = new TH2F((prefix+"noscefficiencymap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
432     TH2F *Neventsmap = new TH2F((prefix+"Neventsmap"+any2string(jzbSel)).c_str(),"", (int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
433     TH2F *ipointmap = new TH2F((prefix+"ipointmap"+any2string(jzbSel)).c_str(),"", (int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
434     TH2F *syspdfmap = new TH2F((prefix+"syspdfmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
435     TH2F *systotmap = new TH2F((prefix+"systotmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
436     TH2F *sysstatmap = new TH2F((prefix+"sysstatmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
437    
438     TH2F *imposedxmap = new TH2F((prefix+"imposedxmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
439     TH2F *realxmap = new TH2F((prefix+"realxmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
440    
441     TH2F *timemap = new TH2F((prefix+"timemap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
442    
443     TH2F *flipmap = new TH2F((prefix+"flipmap"+any2string(jzbSel)).c_str(),"",(int)((mgluend-mglustart)/mglustep+1),mglustart-0.5*mglustep,mgluend+0.5*mglustep,int((mLSPend-mLSPstart)/mLSPstep+1),mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
444    
445     write_warning(__FUNCTION__,"CURRENTLY SWITCHING AUTOMATIZED MODE OFF!");automatized=false;
446    
447     float rightmargin=gStyle->GetPadRightMargin();
448     gStyle->SetPadRightMargin(0.15);
449    
450     TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
451    
452    
453     bool doexpected=true;
454    
455     int Npoints=0;
456     for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
457     for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep) Npoints++;
458     }
459    
460     int ipoint=-1;
461     for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
462     for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep)
463     {
464     ipoint++;
465     int GlobalBin=efficiencymap->FindBin(mglu,mlsp);
466     if(!runninglocally&&!do_this_point(ipoint,(int)Npoints,(int)jobnumber,(int)njobs)) continue;
467     int flipped=0;
468     float result=-987,resulterr=-987;
469     float m0trees = PlottingSetup::mgluend;
470     float m12trees = PlottingSetup::mLSPend;
471     int a = int((PlottingSetup::ScanXzones*mlsp)/(m12trees+1));
472     int b = int((PlottingSetup::ScanYzones*mglu)/(m0trees+1));
473     int scanfileindex=PlottingSetup::ScanYzones*a+b;
474     load_scan_sample(a,b,scanfileindex,scantype);
475    
476     clock_t start,finish;
477     start = clock(); // starting the clock to measure how long the computation takes!
478     stringstream addcut;
479     addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
480     (scansample.collection)[scanfileindex].events->Draw("eventNum",addcut.str().c_str(),"goff");
481     float nevents = (scansample.collection)[scanfileindex].events->GetSelectedRows();
482     vector<vector<float> > systematics;
483     if(nevents<10) {
484     dout << "This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") does not contain enough events and will be skipped."<< endl;
485     continue;
486     } else {
487     dout << "OK! This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains " << nevents << " and will therefore not be skipped. " << endl;
488     write_analysis_type(PlottingSetup::RestrictToMassPeak);
489     }
490     TH1F *realxhisto = new TH1F("realxhisto","realxhisto",1000,0,1);
491     (scansample.collection)[scanfileindex].events->Draw("xSMS>>realxhisto",addcut.str().c_str(),"goff");
492     realxmap->SetBinContent(GlobalBin,realxhisto->GetMean());
493     realxmap->SetBinError(GlobalBin,realxhisto->GetRMS());
494     float impx=0.0;
495     if(Contains(((scansample.collection)[0].filename),"T5zz")) impx=0.5;
496     if(Contains(((scansample.collection)[0].filename),"T5zzl")) impx=0.75;
497     if(Contains(((scansample.collection)[0].filename),"T5zzh")) impx=0.25;
498     imposedxmap->SetBinContent(GlobalBin,impx);
499     delete realxhisto;
500    
501    
502     if(nevents!=0&&(efficiencyonly||systematicsonly)) {
503     Value effwosigcont = MCefficiency((scansample.collection)[scanfileindex].events,result,resulterr,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1);
504     if(result<0) {
505     write_info(__FUNCTION__,"Found negative efficiency (signal distribution populating JZB<0 more than JZB>0) - flipping analysis!");
506     flipped=1;
507     MCefficiency((scansample.collection)[scanfileindex].events,result,resulterr,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1);
508     }
509     efficiencymap->SetBinContent(GlobalBin,result);
510     efficiencymap->SetBinError(GlobalBin,resulterr);
511     flipmap->SetBinContent(GlobalBin,flipped);
512     noscefficiencymap->SetBinContent(GlobalBin,effwosigcont.getValue());
513     noscefficiencymap->SetBinError(GlobalBin,effwosigcont.getError());
514     //Partial efficiencies
515     float resultAcc, resultID, resultJets, resultSignal, resultmet;
516     float resulterrAcc, resulterrID, resulterrJets, resulterrSignal, resulterrmet;
517     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultAcc,resulterrAcc,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 1);
518     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultID,resulterrID,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 2);
519     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultJets,resulterrJets,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 3);
520     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultSignal,resulterrSignal,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 4);
521     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultmet,resulterrmet,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 5);
522     efficiencymapAcc->SetBinContent(GlobalBin,resultAcc);
523     efficiencymapAcc->SetBinError(GlobalBin,resulterrAcc);
524     efficiencymapmet->SetBinContent(GlobalBin,resultmet);
525     efficiencymapmet->SetBinError(GlobalBin,resulterrmet);
526     efficiencymapID->SetBinContent(GlobalBin,resultID);
527     efficiencymapID->SetBinError(GlobalBin,resulterrID);
528     efficiencymapJets->SetBinContent(GlobalBin,resultJets);
529     efficiencymapJets->SetBinError(GlobalBin,resulterrJets);
530     efficiencymapSignal->SetBinContent(GlobalBin,resultSignal);
531     efficiencymapSignal->SetBinError(GlobalBin,resulterrSignal);
532     finish = clock();
533     }
534     Neventsmap->SetBinContent(GlobalBin,nevents);
535     ipointmap->SetBinContent(GlobalBin,ipoint);
536     if(efficiencyonly) continue;
537    
538     do_systematics_for_one_file((scansample.collection)[scanfileindex].events,(int)nevents,"SUSY SCAN", systematics,flipped, mcjzb,datajzb,peakerror,requireZ, addcut.str(),true);//mSUGRA is now always true here because we always want to compute PDF systematics
539     float JZBcutat = systematics[0][0];
540     float mceff = systematics[0][1];
541     float mcefferr = systematics[0][2];//MC stat error
542     float toterr = systematics[0][4];
543     float sys_jes = systematics[0][5]; // Jet Energy Scale
544     float sys_jsu = systematics[0][6]; // JZB scale uncertainty
545     float sys_res = systematics[0][7]; // resolution
546     float mcwoscef = systematics[0][8]; // efficiency without signal contamination
547     float mcwoscefr= systematics[0][9]; // error on efficiency without signal contamination
548     float sys_pdf = 0;
549     if(systematics[0].size()>10) sys_pdf = systematics[0][10]; // PDF
550    
551     if(mceff!=mceff||toterr!=toterr||mceff<0 && (!systematicsonly&&!efficiencyonly)) {
552     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;
553     continue;
554     } else {
555     if(!systematicsonly&&!efficiencyonly) {
556     dout << "Calculating limit now for "<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp <<endl;
557     vector<float> sigmas;
558     string plotfilename=(string)(TString((scansample.collection)[scanfileindex].samplename)+TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
559     sigmas=compute_one_upper_limit(mceff,toterr,ibin,mcjzb,plotfilename,true,flipped);
560     // do_limit_wrapper(mceff,toterr,ibin,mcjzb,sigmas,plotfilename);
561     dout << "back in " << __FUNCTION__ << endl;
562     if(sigmas[0]>-0.5) { // negative sigmas are the error signature of do_limit_wrapper, so we want to exclude them.
563     limitmap->SetBinContent(GlobalBin,sigmas[0]);
564     if(sigmas.size()>1) {
565     explimitmap->SetBinContent(GlobalBin,sigmas[1]);
566     exp1plimitmap->SetBinContent(GlobalBin,sigmas[2]);
567     exp1mlimitmap->SetBinContent(GlobalBin,sigmas[3]);
568     exp2plimitmap->SetBinContent(GlobalBin,sigmas[4]);
569     exp2mlimitmap->SetBinContent(GlobalBin,sigmas[5]);
570     }
571    
572     sysjesmap->SetBinContent(GlobalBin,sys_jes);
573     sysjsumap->SetBinContent(GlobalBin,sys_jsu);
574     sysresmap->SetBinContent(GlobalBin,sys_res);
575     syspdfmap->SetBinContent(GlobalBin,sys_pdf);
576     systotmap->SetBinContent(GlobalBin,toterr/mceff);//total relative (!) error
577     sysstatmap->SetBinContent(GlobalBin,mcefferr);//total relative (!) error
578     dout << "A limit has been added at " << sigmas[0] << " for m_{glu}="<<mglu << " and m_{lsp}="<<mlsp<<endl;
579     } //end of if sigma is positive
580    
581     //end of not systematics only condition
582     }
583     if(systematicsonly) {
584     sysjesmap->SetBinContent(GlobalBin,sys_jes);
585     sysjsumap->SetBinContent(GlobalBin,sys_jsu);
586     sysresmap->SetBinContent(GlobalBin,sys_res);
587     syspdfmap->SetBinContent(GlobalBin,sys_pdf);
588     systotmap->SetBinContent(GlobalBin,toterr/mceff);//total relative (!) error
589     sysstatmap->SetBinContent(GlobalBin,mcefferr);//total relative (!) error
590     }
591     }//efficiency is valid
592     finish = clock();
593     timemap->SetBinContent(GlobalBin,((float(finish)-float(start))/CLOCKS_PER_SEC));
594     }
595     }
596    
597     prepare_scan_axis(limitmap,scantype);
598     prepare_scan_axis(sysjesmap,scantype);
599     prepare_scan_axis(sysjsumap,scantype);
600     prepare_scan_axis(sysresmap,scantype);
601     prepare_scan_axis(syspdfmap,scantype);
602     prepare_scan_axis(systotmap,scantype);
603     prepare_scan_axis(sysstatmap,scantype);
604     prepare_scan_axis(timemap,scantype);
605    
606     if(!systematicsonly&&!efficiencyonly) {
607     limcanvas->cd();
608     limitmap->Draw("COLZ");
609     string titletobewritten="Limits in LSP-Glu plane";
610     if(scantype==mSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
611     if(scantype==GMSB) titletobewritten="Limits in Chi-Glu plane";
612     TText *title = write_title(titletobewritten);
613     title->Draw();
614     if(runninglocally) {
615     CompleteSave(limcanvas,"SUSYScan/Limits_JZB_geq"+any2string(jzb_cut[ibin]));
616     } else {
617     TFile *outputfile;
618     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 :-)
619     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
620     limitmap->Write();
621     if(doexpected) {
622     explimitmap->Write();
623     exp1plimitmap->Write();
624     exp1mlimitmap->Write();
625     exp2plimitmap->Write();
626     exp2mlimitmap->Write();
627     }
628     sysjesmap->Write();
629     sysjsumap->Write();
630     sysresmap->Write();
631     efficiencymap->Write();
632     flipmap->Write();
633     efficiencymapmet->Write();
634     efficiencymapAcc->Write();
635     efficiencymapID->Write();
636     efficiencymapJets->Write();
637     efficiencymapSignal->Write();
638     noscefficiencymap->Write();
639     syspdfmap->Write();
640     systotmap->Write();
641     sysstatmap->Write();
642     imposedxmap->Write();
643     realxmap->Write();
644     Neventsmap->Write();
645     ipointmap->Write();
646     timemap->Write();
647     outputfile->Close();
648     }
649     }
650     if(systematicsonly) { // systematics only :
651     limcanvas->cd();
652     sysjesmap->Draw("COLZ");
653     string titletobewritten="Jet Energy scale in LSP-Glu plane";
654     if(scantype==mSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
655     if(scantype==GMSB) titletobewritten="Limits in Chi-Glu plane";
656     TText *title = write_title(titletobewritten);
657     title->Draw();
658     if(runninglocally) {
659     CompleteSave(limcanvas,"SUSYScan/JES_geq"+any2string(jzb_cut[ibin]));
660     }
661     sysjsumap->Draw("COLZ");
662     titletobewritten="JZB Scale Uncertainty in LSP-Glu plane";
663     if(scantype==mSUGRA) titletobewritten="JZB Scale Uncertainty in m_{1/2}-m_{0} plane";
664     if(scantype==GMSB) titletobewritten="JZB Scale Uncertainty in Chi-Glu plane";
665     TText *title2 = write_title(titletobewritten);
666     title2->Draw();
667     if(runninglocally) {
668     CompleteSave(limcanvas,"SUSYScan/JSU_geq"+any2string(jzb_cut[ibin]));
669     }
670     sysresmap->Draw("COLZ");
671     titletobewritten="Resolution in LSP-Glu plane";
672     if(scantype==mSUGRA) titletobewritten="Resolution in m_{1/2}-m_{0} plane";
673     if(scantype==GMSB) titletobewritten="Resolution in Chi-Glu plane";
674     TText *title3 = write_title(titletobewritten);
675     title3->Draw();
676     if(runninglocally) {
677     CompleteSave(limcanvas,"SUSYScan/Resolution_geq"+any2string(jzb_cut[ibin]));
678     }
679    
680     if(!runninglocally) {
681     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
682     sysjesmap->Write();
683     sysjsumap->Write();
684     sysresmap->Write();
685     flipmap->Write();
686     efficiencymap->Write();
687     efficiencymapmet->Write();
688     efficiencymapAcc->Write();
689     efficiencymapID->Write();
690     efficiencymapJets->Write();
691     efficiencymapSignal->Write();
692     noscefficiencymap->Write();
693     Neventsmap->Write();
694     ipointmap->Write();
695     syspdfmap->Write();
696     systotmap->Write();
697     sysstatmap->Write();
698     imposedxmap->Write();
699     realxmap->Write();
700     timemap->Write();
701     outputfile->Close();
702     }
703     }//end of systematics only
704     if(efficiencyonly) {
705     limcanvas->cd();
706     string titletobewritten="Efficiencies in LSP-Glu plane";
707     if(scantype==mSUGRA) titletobewritten="Efficiencies in m_{1/2}-m_{0} plane";
708     if(scantype==GMSB) titletobewritten="Efficiencies in Chi-Glu plane";
709     TText *title = write_title(titletobewritten);
710     efficiencymap->Draw("COLZ");
711     title->Draw();
712     if(runninglocally) {
713     CompleteSave(limcanvas,"SUSYScan/Efficiency_geq"+any2string(jzb_cut[ibin]));
714     }
715     limcanvas->cd();
716     efficiencymapmet->Draw("COLZ");
717     title->Draw();
718     if(runninglocally) {
719     CompleteSave(limcanvas,"SUSYScan/EfficiencyMet_geq"+any2string(jzb_cut[ibin]));
720     }
721     limcanvas->cd();
722     efficiencymapAcc->Draw("COLZ");
723     title->Draw();
724     if(runninglocally) {
725     CompleteSave(limcanvas,"SUSYScan/EfficiencyAcc_geq"+any2string(jzb_cut[ibin]));
726     }
727     limcanvas->cd();
728     efficiencymapID->Draw("COLZ");
729     title->Draw();
730     if(runninglocally) {
731     CompleteSave(limcanvas,"SUSYScan/EfficiencyID_geq"+any2string(jzb_cut[ibin]));
732     }
733     limcanvas->cd();
734     efficiencymapJets->Draw("COLZ");
735     title->Draw();
736     if(runninglocally) {
737     CompleteSave(limcanvas,"SUSYScan/EfficiencyJets_geq"+any2string(jzb_cut[ibin]));
738     }
739     limcanvas->cd();
740     efficiencymapSignal->Draw("COLZ");
741     title->Draw();
742     if(runninglocally) {
743     CompleteSave(limcanvas,"SUSYScan/EfficiencySignal_geq"+any2string(jzb_cut[ibin]));
744     }
745     limcanvas->cd();
746     noscefficiencymap->Draw("COLZ");
747     title->Draw();
748     if(runninglocally) {
749     CompleteSave(limcanvas,"SUSYScan/NoEfficiency_geq"+any2string(jzb_cut[ibin]));
750     }
751     limcanvas->cd();
752     sysjesmap->Draw("COLZ");
753     titletobewritten="N(events) in LSP-Glu plane";
754     if(scantype==mSUGRA) titletobewritten="N(events) in m_{1/2}-m_{0} plane";
755     if(scantype==GMSB) titletobewritten="Resolution in Chi-Glu plane";
756     TText *title2 = write_title(titletobewritten);
757     title2->Draw();
758     if(runninglocally) {
759     CompleteSave(limcanvas,"SUSYScan/Nevents_geq"+any2string(jzb_cut[ibin]));
760     }
761     if(!runninglocally) {
762     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
763     ipointmap->Write();
764     Neventsmap->Write();
765     noscefficiencymap->Write();
766     efficiencymap->Write();
767     flipmap->Write();
768     efficiencymapmet->Write();
769     efficiencymapAcc->Write();
770     efficiencymapID->Write();
771     efficiencymapJets->Write();
772     efficiencymapSignal->Write();
773     timemap->Write();
774     outputfile->Close();
775     }
776     }//end of efficiencies only
777    
778     delete limitmap;
779     delete exclmap;
780     delete sysjesmap;
781     delete sysjsumap;
782     delete sysresmap;
783     delete noscefficiencymap;
784     delete efficiencymap;
785     delete efficiencymapmet;
786     delete efficiencymapAcc;
787     delete efficiencymapID;
788     delete efficiencymapJets;
789     delete efficiencymapSignal;
790     delete Neventsmap;
791     delete ipointmap;
792     delete syspdfmap;
793     delete systotmap;
794     delete sysstatmap;
795     delete limcanvas;
796     }
797    
798     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) {
799     dout << "Starting the SUSY scan now with all " << jzb_cut.size() << " bin(s)" << endl;
800     for(int ibin=0;ibin<jzb_cut.size();ibin++) {
801     scan_SUSY_parameter_space(mcjzb,datajzb,jzb_cut,requireZ, peakerror, ibin, njobs, jobnumber,systonly,effonly);
802     }
803     }
804