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root/cvsroot/UserCode/cbrown/AnalysisFramework/Plotting/Modules/SUSYScan.C
Revision: 1.64
Committed: Fri Nov 25 17:13:28 2011 UTC (13 years, 5 months ago) by buchmann
Content type: text/plain
Branch: MAIN
Changes since 1.63: +66 -39 lines
Log Message: 
Update to be ready for GMSB

File Contents

# User Rev Content
1 buchmann 1.1 #include <iostream>
2     #include <vector>
3     #include <sys/stat.h>
4     #include <fstream>
5 buchmann 1.7 #include <pthread.h>
6 buchmann 1.51 #include <assert.h>
7 buchmann 1.1
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 buchmann 1.31 #include <TKey.h>
21 buchmann 1.1
22     //#include "TTbar_stuff.C"
23     using namespace std;
24    
25     using namespace PlottingSetup;
26    
27     void susy_scan_axis_labeling(TH2F *histo) {
28 buchmann 1.37 histo->GetXaxis()->SetTitle("m_{#Chi_{2}^{0}}-m_{LSP}");
29 buchmann 1.1 histo->GetXaxis()->CenterTitle();
30     histo->GetYaxis()->SetTitle("m_{#tilde{q}}");
31     histo->GetYaxis()->CenterTitle();
32     }
33    
34 buchmann 1.64 void prepare_scan_axis(TH2 *variablemap,int scantype) {
35     //assuming regular SMS
36 buchmann 1.9 variablemap->GetXaxis()->SetTitle("m_{glu}");
37     variablemap->GetYaxis()->SetTitle("m_{LSP}");
38 buchmann 1.35
39 buchmann 1.64 if(scantype==mSUGRA) {
40 buchmann 1.22 variablemap->GetXaxis()->SetTitle("m_{0}");
41     variablemap->GetYaxis()->SetTitle("m_{1/2}");
42     }
43 buchmann 1.64
44     if(scantype==GMSB) {
45     variablemap->GetXaxis()->SetTitle("m_{glu}");
46     variablemap->GetYaxis()->SetTitle("m_{NLSP}");
47     }
48 buchmann 1.35
49 buchmann 1.9 variablemap->GetXaxis()->CenterTitle();
50     variablemap->GetYaxis()->CenterTitle();
51     }
52    
53 buchmann 1.31 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 buchmann 1.35
62 buchmann 1.31 gStyle->SetPalette(100, MyPalette);
63 buchmann 1.35
64 buchmann 1.31 float rightmargin=gStyle->GetPadRightMargin();
65     gStyle->SetPadRightMargin(0.15);
66    
67     }
68    
69 buchmann 1.53 bool delete_any_cached_scans() {
70 buchmann 1.50 //This should only be called via CRAB
71 buchmann 1.57 char hostname[1023];
72     gethostname(hostname,1023);
73     if((Contains(hostname,"t3ui")||Contains(hostname,"t3wn"))) return false;
74 buchmann 1.53 else {
75     vector<string> all_files;
76     char currentpath[1024];
77     TString directory=TString(getcwd(currentpath,1024));
78     directory=directory+"/";
79     process_directory(directory,all_files);
80     for(int ifile=0;ifile<all_files.size();ifile++)
81 buchmann 1.50 {
82     if(Contains(all_files[ifile],"_clean_splitup_")) {
83     dout << "About to delete " << all_files[ifile] << endl;
84     gSystem->Exec(((string)"rm "+all_files[ifile]).c_str());
85     }
86     }
87 buchmann 1.53 return true;
88     }
89 buchmann 1.50 }
90    
91     bool initialized_t2=false;
92    
93 buchmann 1.51 int srmcpretries=0;
94    
95 buchmann 1.64 void load_scan_sample(int a, int b, int &scanfileindex,int scantype) {
96 buchmann 1.55
97     // There is no need to define your sample here. That is done in Setup.C where you define the loading directory!
98    
99 buchmann 1.50 dout << "Going to load file with Xzone=" << a << " and Yzone=" << b << endl;
100 buchmann 1.48 stringstream filetoload;
101 buchmann 1.57 char hostname[1023];
102     gethostname(hostname,1023);
103 buchmann 1.50
104 buchmann 1.57 if((Contains(hostname,"t3ui")||Contains(hostname,"t3wn"))) { // local case
105 buchmann 1.55 filetoload << "/shome/buchmann/ntuples/"<<PlottingSetup::ScanSampleDirectory;
106 buchmann 1.64 if(scantype==mSUGRA) filetoload << "/mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
107 buchmann 1.55 else filetoload << "/SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
108 buchmann 1.50 if(!Contains(((scansample.collection)[(scansample.collection).size()-1]).filename,"_"+any2string(a)+"_"+any2string(b))) {
109     dout << "The last sample is NOT the same one as the current one, possibly popping off last one and adding the new one." << endl;
110 buchmann 1.48 if((scansample.collection).size()>1) {
111     scansample.RemoveLastSample();
112     }
113     scanfileindex=(scansample.collection).size();
114     //New: Loading file when necessary, not before (avoiding high memory usage and startup times)
115     if(scanfileindex!=0) scansample.AddSample(filetoload.str(),"scansample",1,1,false,true,scanfileindex,kRed);
116 buchmann 1.50 } else {
117     dout << "Last sample is the same as the current one. Recycling it." << endl;
118     scanfileindex=(scansample.collection).size()-1;
119     }
120 buchmann 1.58 dout << " Going to use the following file: " << filetoload.str() << endl;
121 buchmann 1.50 } // end of t3 case
122     else {
123     write_info(__FUNCTION__,"Hello, CRAB! Might need to load files ...");
124 buchmann 1.59 PlottingSetup::limitpatience=PlottingSetup::limitpatienceCRAB;
125 buchmann 1.50 stringstream copyfile;
126 buchmann 1.57 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;
127 buchmann 1.64 if(scantype==mSUGRA) copyfile << "/mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root " << "mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root ";
128 buchmann 1.55 else copyfile << "/SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root " << "SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root ";
129 buchmann 1.50 stringstream newfilename;
130 buchmann 1.64 if(scantype==mSUGRA) newfilename << "mSUGRA_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
131 buchmann 1.50 else newfilename << "SMS_clean_splitup_" << any2string(a) << "_" << any2string(b) << ".root";
132    
133     if(!Contains(((scansample.collection)[(scansample.collection).size()-1]).filename,"_"+any2string(a)+"_"+any2string(b))||(a==0&&b==0)&&!initialized_t2) {
134     initialized_t2=true;
135     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;
136     if((scansample.collection).size()>1) {
137     scansample.RemoveLastSample();
138     }
139     scanfileindex=(scansample.collection).size();
140     //New: Loading file when necessary, not before (avoiding high memory usage and startup times)
141     if(scanfileindex!=0) {
142     delete_any_cached_scans();
143     dout << "Going to download the scan file with the following copy command: " << copyfile.str() << endl;
144     gSystem->Exec(copyfile.str().c_str());
145 buchmann 1.51 if(doesROOTFileExist(newfilename.str())) {
146     scansample.AddSample(newfilename.str(),"scansample",1,1,false,true,scanfileindex,kRed);
147     } else {
148     srmcpretries++;
149     if(srmcpretries<5) {
150     dout << "The file could not be loaded correctly - retrying!" << endl;
151 buchmann 1.52 sleep(5);
152 buchmann 1.64 load_scan_sample(a,b,scanfileindex,scantype);
153 buchmann 1.51 } else {
154     dout << "Have tried 5 times to load this sample. Giving up now and failing the program execution" << endl;
155     assert(0);
156     dout << "The command " << copyfile.str() << " failed to copy the file to the local storage (saving it as " << newfilename.str() << ")" << endl;
157     }
158     }
159 buchmann 1.50 }
160     } else {
161     dout << "Last sample is the same as the current one. Recycling it." << endl;
162 buchmann 1.48 scanfileindex=(scansample.collection).size()-1;
163 buchmann 1.50 }
164    
165 buchmann 1.48 }
166 buchmann 1.50 }
167 buchmann 1.48
168 buchmann 1.50 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) {
169     altxs=0;
170 buchmann 1.46 for(int iproc=1;iproc<=10;iproc++) {
171 buchmann 1.35 float process_xs = GetXSecForPointAndChannel(mglu,mlsp,xsec,iproc);
172 buchmann 1.49 altxs+=process_xs;
173 buchmann 1.46 }
174 buchmann 1.50 return altxs;
175 buchmann 1.35 }
176    
177 buchmann 1.31 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) {
178     bool runninglocally=true;
179     if(njobs>-1&&jobnumber>-1) {
180     runninglocally=false;
181     dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
182     } else {
183     dout << "Running locally " << endl;
184 buchmann 1.37 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;
185 buchmann 1.31 }
186 buchmann 1.35
187 buchmann 1.31 string massgluname="MassGlu";
188     string massLSPname="MassLSP";
189 buchmann 1.39 jzbSel=jzb_cut[ibin];
190     geqleq="geq";
191     automatized=true;
192     mcjzbexpression=mcjzb;
193    
194 buchmann 1.31 string prefix="SMS_";
195     // up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
196 buchmann 1.64 int scantype=SMS;
197 buchmann 1.31 TIter nextkey(fsyst->GetListOfKeys());
198     TKey *key;
199     while ((key = (TKey*)nextkey()))
200     {
201     TObject *obj = key->ReadObj();
202 buchmann 1.64 if(Contains((string)(obj->GetName()),"mSUGRA")) scantype=mSUGRA;
203     if(Contains((string)(obj->GetName()),"GMSB")) scantype=GMSB;
204 buchmann 1.31 }
205 buchmann 1.35
206     map < pair<float, float>, map<string, float> > xsec;
207 buchmann 1.31
208 buchmann 1.64 if(scantype==mSUGRA) {
209 buchmann 1.31 massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
210     massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
211     mglustart=m0start;
212 buchmann 1.48 xsec=getXsec(PlottingSetup::cbafbasedir+"/Plotting/Modules/external/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
213 buchmann 1.31 mgluend=m0end;
214     mglustep=m0step;
215     mLSPstart=m12start;
216     mLSPend=m12end;
217     mLSPstep=m12step;
218     prefix="mSUGRA_";
219 buchmann 1.50 dout << "mSUGRA scan has been set up." << endl;
220 buchmann 1.64 // xsec=getXsec("/scratch/buchmann/C/scale_xsection_nlo1.0_m0_m12_10_0_1v1.txt");
221     }
222     if(scantype==SMS) {
223 buchmann 1.50 dout << "SMS scan has been set up." << endl;
224 buchmann 1.35 write_warning(__FUNCTION__,"Don't have the correct XS file yet");
225 buchmann 1.64 }
226     if(scantype==GMSB) {
227     string massgluname="MassGMSBGlu";
228     string massLSPname="MassGMSBChi";
229     dout << "GMSB scan has been set up." << endl;
230     write_warning(__FUNCTION__,"Don't have the correct XS file yet");
231 buchmann 1.31 }
232 buchmann 1.35
233 buchmann 1.31 set_SUSY_style();
234 buchmann 1.35
235 buchmann 1.31 TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
236 buchmann 1.35
237 buchmann 1.31 int Npoints=0;
238 buchmann 1.56 for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
239 buchmann 1.64 for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep) Npoints++;
240 buchmann 1.31 }
241 buchmann 1.37 TH2F *mceff = (TH2F*)fsyst->Get((prefix+"efficiencymap"+any2string(jzb_cut[ibin])).c_str());
242     //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());
243 buchmann 1.31 TH2F *fullerr = (TH2F*)fsyst->Get((prefix+"systotmap"+any2string(jzb_cut[ibin])).c_str());
244 buchmann 1.33 TH2F *NEvents = (TH2F*)fsyst->Get((prefix+"Neventsmap"+any2string(jzb_cut[ibin])).c_str());
245 buchmann 1.52 TH2F *lflip = (TH2F*)fsyst->Get((prefix+"flipmap"+any2string(jzb_cut[ibin])).c_str());
246 buchmann 1.35
247 buchmann 1.56 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
248     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
249     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
250     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
251     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
252     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
253 buchmann 1.37
254 buchmann 1.56 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);
255     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);
256     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);
257     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);
258 buchmann 1.52
259    
260 buchmann 1.35
261 buchmann 1.32 if(!fullerr || !mceff || !NEvents) {
262 buchmann 1.31 write_error(__FUNCTION__,"The supplied systematics file did not contain the correct histograms - please check the file");
263 buchmann 1.34 dout << "mc eff address: " << mceff << " , error address: " << fullerr << " , NEvents address: " << NEvents << endl;
264 buchmann 1.31 delete limcanvas;
265     return;
266     }
267 buchmann 1.37
268     bool doexpected=true;
269 buchmann 1.35
270 buchmann 1.31 int ipoint=-1;
271 buchmann 1.56 for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
272 buchmann 1.64 for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep)
273 buchmann 1.31 {
274     ipoint++;
275 buchmann 1.56 if(!runninglocally&&!do_this_point(ipoint,(int)Npoints,(int)jobnumber,(int)njobs)) continue;
276 buchmann 1.62 int GlobalBin=flipmap->FindBin(mglu,mlsp);
277 buchmann 1.31 float currmceff=mceff->GetBinContent(mceff->FindBin(mglu,mlsp));
278 buchmann 1.33 float currtoterr=(fullerr->GetBinContent(fullerr->FindBin(mglu,mlsp)))*currmceff;
279 buchmann 1.32 float nevents=NEvents->GetBinContent(NEvents->FindBin(mglu,mlsp));
280 buchmann 1.56 int flipped = (int)(lflip->GetBinContent(lflip->FindBin(mglu,mlsp)));
281 buchmann 1.62 flipmap->SetBinContent(GlobalBin,flipped);
282 buchmann 1.34 dout << "Looking at point " << ipoint << " / " << Npoints << " with masses " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << endl;
283 buchmann 1.35 dout << "Found : MCeff=" << currmceff << " and total error=" << currtoterr << " and Nevents=" << nevents << endl;
284 buchmann 1.31 string plotfilename=(string)(TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
285 buchmann 1.34 if(currmceff<=0||currtoterr<=0||nevents==0) {
286     dout << " Nothing to work with, skipping this point." << endl;
287     continue;
288     }
289 buchmann 1.31 vector<float> sigmas;
290 buchmann 1.52 sigmas=compute_one_upper_limit(currmceff,currtoterr,ibin,mcjzb,plotfilename,true, flipped);
291 buchmann 1.48
292    
293 buchmann 1.62 if(sigmas[0]>0) limitmap->SetBinContent(GlobalBin,sigmas[0]); //anything else is an error code
294 buchmann 1.37 if(sigmas.size()>1) {
295 buchmann 1.62 explimitmap->SetBinContent(GlobalBin,sigmas[1]);
296     exp1plimitmap->SetBinContent(GlobalBin,sigmas[2]);
297     exp1mlimitmap->SetBinContent(GlobalBin,sigmas[3]);
298     exp2plimitmap->SetBinContent(GlobalBin,sigmas[4]);
299     exp2mlimitmap->SetBinContent(GlobalBin,sigmas[5]);
300 buchmann 1.37 }
301    
302 buchmann 1.35 dout << "An upper limit has been added for this point ( " << massgluname << " = " << mglu << " and " << massLSPname << " = " << mlsp << " ) at " << sigmas[0] << endl;
303 buchmann 1.64 if(scantype==mSUGRA) { // for SMS this is a bit easier at the moment - we have a reference XS file which we use when plotting
304 buchmann 1.35 dout << "Computing exclusion status" << endl;
305     float rel_limit=0;
306 buchmann 1.49 float totxs;
307     float xs=get_xs(totxs,mglu,mlsp,massgluname,massLSPname,xsec,mcjzb,requireZ);
308 buchmann 1.35 if(xs>0) rel_limit=sigmas[0]/xs;
309 buchmann 1.62 exclmap->SetBinContent(GlobalBin,rel_limit);
310     xsmap->SetBinContent(GlobalBin,xs);
311     totxsmap->SetBinContent(GlobalBin,totxs);
312 buchmann 1.32 }
313 buchmann 1.31 }
314     }
315 buchmann 1.35
316 buchmann 1.64 prepare_scan_axis(limitmap,scantype);
317 buchmann 1.32 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 :-)
318     outputfile->cd();
319 buchmann 1.31 limitmap->Write();
320 buchmann 1.52 flipmap->Write();
321 buchmann 1.37 if(doexpected) {
322     explimitmap->Write();
323     exp1plimitmap->Write();
324     exp1mlimitmap->Write();
325     exp2plimitmap->Write();
326     exp2mlimitmap->Write();
327     }
328 buchmann 1.64 if(scantype==mSUGRA) {
329 buchmann 1.32 exclmap->Write();
330     xsmap->Write();
331 buchmann 1.49 totxsmap->Write();
332 buchmann 1.32 }
333     outputfile->Close();
334 buchmann 1.31 delete limcanvas;
335     }
336    
337     void establish_SUSY_limits(string mcjzb,string datajzb,vector<float> jzb_cut,bool requireZ, float peakerror, string fsystfilename, float njobs=-1, float jobnumber=-1) {
338     dout << "Starting the SUSY scan from systematics file now with all " << jzb_cut.size() << " bin(s)" << " and using " << fsystfilename << endl;
339     TFile *fsyst = new TFile(fsystfilename.c_str());
340     if(!fsyst) {
341     write_error(__FUNCTION__,"You provided an invalid systematics file. Please change it ... ");
342     return;
343     }
344     for(int ibin=0;ibin<jzb_cut.size();ibin++) {
345     establish_SUSY_limits(mcjzb,datajzb,jzb_cut,requireZ, peakerror, fsyst, ibin,njobs, jobnumber);
346     }
347     }
348    
349    
350    
351    
352 buchmann 1.13 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) {
353 buchmann 1.6 bool runninglocally=true;
354     if(njobs>-1&&jobnumber>-1) {
355     runninglocally=false;
356 buchmann 1.13 dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
357 buchmann 1.6 } else {
358 buchmann 1.7 dout << "Running locally " << endl;
359 buchmann 1.40 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;
360 buchmann 1.6 }
361 buchmann 1.35
362 buchmann 1.4 jzbSel=jzb_cut[ibin];
363     geqleq="geq";
364     automatized=true;
365     mcjzbexpression=mcjzb;
366 buchmann 1.35
367 buchmann 1.4 string massgluname="MassGlu";
368     string massLSPname="MassLSP";
369 buchmann 1.35
370 buchmann 1.23 string prefix="SMS_";
371 buchmann 1.22 // up to here, everything is set up for SMS; now we need to switch stuff around if we're dealing with an mSUGRA scan!
372 buchmann 1.64 int scantype=SMS;
373     if(Contains((scansample.collection)[0].samplename,"mSUGRA")) scantype=mSUGRA;
374     if(Contains((scansample.collection)[0].samplename,"GMSB")) scantype=GMSB;
375     if(scantype=mSUGRA) {
376 buchmann 1.22 massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
377     massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
378     mglustart=m0start;
379     mgluend=m0end;
380     mglustep=m0step;
381     mLSPstart=m12start;
382     mLSPend=m12end;
383     mLSPstep=m12step;
384 buchmann 1.23 prefix="mSUGRA_";
385 buchmann 1.50 dout << "mSUGRA scan has been set up." << endl;
386 buchmann 1.64 }
387     if(scantype=SMS) {
388     dout << "SMS scan has been set up." << endl;
389     }
390     if(scantype=GMSB) {
391 buchmann 1.50 dout << "SMS scan has been set up." << endl;
392 buchmann 1.64 massgluname="MassGMSBGlu"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
393     massLSPname="MassGMSBChi"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
394     }
395 buchmann 1.35
396 buchmann 1.4 Int_t MyPalette[100];
397     Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
398     Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
399     Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
400     Double_t stop[] = {0., .25, .50, .75, 1.0};
401     Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
402     for (int i=0;i<100;i++) MyPalette[i] = FI+i;
403 buchmann 1.35
404 buchmann 1.4 gStyle->SetPalette(100, MyPalette);
405 buchmann 1.35
406 buchmann 1.56 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
407     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
408     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
409     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
410     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
411     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
412 buchmann 1.37
413 buchmann 1.56 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);
414     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);
415     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);
416     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);
417     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);
418 pablom 1.63 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);
419 buchmann 1.56 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);
420     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);
421     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);
422     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);
423     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);
424     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);
425     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);
426     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);
427     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);
428     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);
429 buchmann 1.27
430 buchmann 1.56 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);
431 buchmann 1.36
432 buchmann 1.56 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);
433 buchmann 1.52
434 buchmann 1.29 write_warning(__FUNCTION__,"CURRENTLY SWITCHING AUTOMATIZED MODE OFF!");automatized=false;
435 buchmann 1.35
436 buchmann 1.4 float rightmargin=gStyle->GetPadRightMargin();
437     gStyle->SetPadRightMargin(0.15);
438 buchmann 1.35
439 buchmann 1.4 TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
440 buchmann 1.35
441 buchmann 1.37
442     bool doexpected=true;
443    
444 buchmann 1.6 int Npoints=0;
445 buchmann 1.56 for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
446 buchmann 1.64 for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep) Npoints++;
447 buchmann 1.6 }
448 buchmann 1.35
449 buchmann 1.6 int ipoint=-1;
450 buchmann 1.56 for(int mglu=(int)mglustart;mglu<=mgluend;mglu+=(int)mglustep) {
451 buchmann 1.64 for (int mlsp=(int)mLSPstart;mlsp<=mLSPend&&(scantype==mSUGRA||mlsp<=mglu);mlsp+=(int)mLSPstep)
452 buchmann 1.4 {
453 buchmann 1.6 ipoint++;
454 buchmann 1.62 int GlobalBin=efficiencymap->FindBin(mglu,mlsp);
455 buchmann 1.56 if(!runninglocally&&!do_this_point(ipoint,(int)Npoints,(int)jobnumber,(int)njobs)) continue;
456 buchmann 1.52 int flipped=0;
457 buchmann 1.19 float result=-987,resulterr=-987;
458 buchmann 1.50 float m0trees = PlottingSetup::mgluend;
459     float m12trees = PlottingSetup::mLSPend;
460 buchmann 1.42 int a = int((PlottingSetup::ScanXzones*mlsp)/(m12trees+1));
461     int b = int((PlottingSetup::ScanYzones*mglu)/(m0trees+1));
462 buchmann 1.50 int scanfileindex=PlottingSetup::ScanYzones*a+b;
463 buchmann 1.64 load_scan_sample(a,b,scanfileindex,scantype);
464 buchmann 1.42
465 buchmann 1.36 clock_t start,finish;
466     start = clock(); // starting the clock to measure how long the computation takes!
467 buchmann 1.4 stringstream addcut;
468     addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
469 buchmann 1.40 (scansample.collection)[scanfileindex].events->Draw("eventNum",addcut.str().c_str(),"goff");
470     float nevents = (scansample.collection)[scanfileindex].events->GetSelectedRows();
471 buchmann 1.4 vector<vector<float> > systematics;
472 buchmann 1.30 if(nevents<10) {
473 buchmann 1.40 dout << "This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") does not contain enough events and will be skipped."<< endl;
474     continue;
475 buchmann 1.6 } else {
476 buchmann 1.48 dout << "OK! This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains " << nevents << " and will therefore not be skipped. " << endl;
477     write_analysis_type(PlottingSetup::RestrictToMassPeak);
478 buchmann 1.22 }
479 buchmann 1.50 if(nevents!=0&&(efficiencyonly||systematicsonly)) {
480 buchmann 1.56 Value effwosigcont = MCefficiency((scansample.collection)[scanfileindex].events,result,resulterr,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1);
481 buchmann 1.52 if(result<0) {
482     write_info(__FUNCTION__,"Found negative efficiency (signal distribution populating JZB<0 more than JZB>0) - flipping analysis!");
483     flipped=1;
484 buchmann 1.56 MCefficiency((scansample.collection)[scanfileindex].events,result,resulterr,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1);
485 buchmann 1.52 }
486 buchmann 1.62 efficiencymap->SetBinContent(GlobalBin,result);
487     efficiencymap->SetBinError(GlobalBin,resulterr);
488     flipmap->SetBinContent(GlobalBin,flipped);
489     noscefficiencymap->SetBinContent(GlobalBin,effwosigcont.getValue());
490     noscefficiencymap->SetBinError(GlobalBin,effwosigcont.getError());
491 buchmann 1.47 //Partial efficiencies
492 pablom 1.63 float resultAcc, resultID, resultJets, resultSignal, resultmet;
493     float resulterrAcc, resulterrID, resulterrJets, resulterrSignal, resulterrmet;
494 buchmann 1.56 MCPartialefficiency((scansample.collection)[scanfileindex].events,resultAcc,resulterrAcc,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 1);
495     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultID,resulterrID,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 2);
496     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultJets,resulterrJets,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 3);
497     MCPartialefficiency((scansample.collection)[scanfileindex].events,resultSignal,resulterrSignal,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 4);
498 pablom 1.63 MCPartialefficiency((scansample.collection)[scanfileindex].events,resultmet,resulterrmet,flipped,mcjzb,requireZ,(int)nevents,addcut.str(),-1, 5);
499 buchmann 1.62 efficiencymapAcc->SetBinContent(GlobalBin,resultAcc);
500     efficiencymapAcc->SetBinError(GlobalBin,resulterrAcc);
501 pablom 1.63 efficiencymapmet->SetBinContent(GlobalBin,resultmet);
502     efficiencymapmet->SetBinError(GlobalBin,resulterrmet);
503 buchmann 1.62 efficiencymapID->SetBinContent(GlobalBin,resultID);
504 pablom 1.63 efficiencymapID->SetBinError(GlobalBin,resulterrID);
505 buchmann 1.62 efficiencymapJets->SetBinContent(GlobalBin,resultJets);
506 pablom 1.63 efficiencymapJets->SetBinError(GlobalBin,resulterrJets);
507 buchmann 1.62 efficiencymapSignal->SetBinContent(GlobalBin,resultSignal);
508 pablom 1.63 efficiencymapSignal->SetBinError(GlobalBin,resulterrSignal);
509 buchmann 1.36 finish = clock();
510 buchmann 1.13 }
511 buchmann 1.62 Neventsmap->SetBinContent(GlobalBin,nevents);
512     ipointmap->SetBinContent(GlobalBin,ipoint);
513 buchmann 1.17 if(efficiencyonly) continue;
514    
515 buchmann 1.56 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
516 buchmann 1.9 float JZBcutat = systematics[0][0];
517     float mceff = systematics[0][1];
518 buchmann 1.22 float mcefferr = systematics[0][2];//MC stat error
519 buchmann 1.9 float toterr = systematics[0][4];
520     float sys_jes = systematics[0][5]; // Jet Energy Scale
521     float sys_jsu = systematics[0][6]; // JZB scale uncertainty
522     float sys_res = systematics[0][7]; // resolution
523 buchmann 1.37 float mcwoscef = systematics[0][8]; // efficiency without signal contamination
524     float mcwoscefr= systematics[0][9]; // error on efficiency without signal contamination
525 buchmann 1.27 float sys_pdf = 0;
526 buchmann 1.37 if(systematics[0].size()>10) sys_pdf = systematics[0][10]; // PDF
527 buchmann 1.35
528 buchmann 1.47 if(mceff!=mceff||toterr!=toterr||mceff<0 && (!systematicsonly&&!efficiencyonly)) {
529 buchmann 1.35 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;
530     continue;
531 buchmann 1.5 } else {
532 buchmann 1.35 if(!systematicsonly&&!efficiencyonly) {
533     dout << "Calculating limit now for "<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp <<endl;
534     vector<float> sigmas;
535 buchmann 1.40 string plotfilename=(string)(TString((scansample.collection)[scanfileindex].samplename)+TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
536 buchmann 1.52 sigmas=compute_one_upper_limit(mceff,toterr,ibin,mcjzb,plotfilename,true,flipped);
537 buchmann 1.46 // do_limit_wrapper(mceff,toterr,ibin,mcjzb,sigmas,plotfilename);
538 buchmann 1.50 dout << "back in " << __FUNCTION__ << endl;
539 buchmann 1.35 if(sigmas[0]>-0.5) { // negative sigmas are the error signature of do_limit_wrapper, so we want to exclude them.
540 buchmann 1.62 limitmap->SetBinContent(GlobalBin,sigmas[0]);
541 buchmann 1.37 if(sigmas.size()>1) {
542 buchmann 1.62 explimitmap->SetBinContent(GlobalBin,sigmas[1]);
543     exp1plimitmap->SetBinContent(GlobalBin,sigmas[2]);
544     exp1mlimitmap->SetBinContent(GlobalBin,sigmas[3]);
545     exp2plimitmap->SetBinContent(GlobalBin,sigmas[4]);
546     exp2mlimitmap->SetBinContent(GlobalBin,sigmas[5]);
547 buchmann 1.38 }
548 buchmann 1.37
549 buchmann 1.62 sysjesmap->SetBinContent(GlobalBin,sys_jes);
550     sysjsumap->SetBinContent(GlobalBin,sys_jsu);
551     sysresmap->SetBinContent(GlobalBin,sys_res);
552     syspdfmap->SetBinContent(GlobalBin,sys_pdf);
553     systotmap->SetBinContent(GlobalBin,toterr/mceff);//total relative (!) error
554     sysstatmap->SetBinContent(GlobalBin,mcefferr);//total relative (!) error
555 buchmann 1.35 dout << "A limit has been added at " << sigmas[0] << " for m_{glu}="<<mglu << " and m_{lsp}="<<mlsp<<endl;
556     } //end of if sigma is positive
557 buchmann 1.36
558 buchmann 1.35 //end of not systematics only condition
559     }
560     if(systematicsonly) {
561 buchmann 1.62 sysjesmap->SetBinContent(GlobalBin,sys_jes);
562     sysjsumap->SetBinContent(GlobalBin,sys_jsu);
563     sysresmap->SetBinContent(GlobalBin,sys_res);
564     syspdfmap->SetBinContent(GlobalBin,sys_pdf);
565     systotmap->SetBinContent(GlobalBin,toterr/mceff);//total relative (!) error
566     sysstatmap->SetBinContent(GlobalBin,mcefferr);//total relative (!) error
567 buchmann 1.35 }
568 buchmann 1.15 }//efficiency is valid
569 buchmann 1.52 finish = clock();
570 buchmann 1.62 timemap->SetBinContent(GlobalBin,((float(finish)-float(start))/CLOCKS_PER_SEC));
571 buchmann 1.4 }
572     }
573 buchmann 1.52
574 buchmann 1.64 prepare_scan_axis(limitmap,scantype);
575     prepare_scan_axis(sysjesmap,scantype);
576     prepare_scan_axis(sysjsumap,scantype);
577     prepare_scan_axis(sysresmap,scantype);
578     prepare_scan_axis(syspdfmap,scantype);
579     prepare_scan_axis(systotmap,scantype);
580     prepare_scan_axis(sysstatmap,scantype);
581     prepare_scan_axis(timemap,scantype);
582 buchmann 1.35
583 buchmann 1.13 if(!systematicsonly&&!efficiencyonly) {
584 buchmann 1.9 limcanvas->cd();
585     limitmap->Draw("COLZ");
586 buchmann 1.22 string titletobewritten="Limits in LSP-Glu plane";
587 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
588     if(scantype==GMSB) titletobewritten="Limits in Chi-Glu plane";
589 buchmann 1.22 TText *title = write_title(titletobewritten);
590 buchmann 1.9 title->Draw();
591     if(runninglocally) {
592     CompleteSave(limcanvas,"SUSYScan/Limits_JZB_geq"+any2string(jzb_cut[ibin]));
593     } else {
594 buchmann 1.12 TFile *outputfile;
595     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 :-)
596 buchmann 1.35 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
597 buchmann 1.9 limitmap->Write();
598 buchmann 1.37 if(doexpected) {
599     explimitmap->Write();
600     exp1plimitmap->Write();
601     exp1mlimitmap->Write();
602     exp2plimitmap->Write();
603     exp2mlimitmap->Write();
604     }
605 buchmann 1.18 sysjesmap->Write();
606     sysjsumap->Write();
607 buchmann 1.28 sysresmap->Write();
608 buchmann 1.18 efficiencymap->Write();
609 buchmann 1.52 flipmap->Write();
610 pablom 1.63 efficiencymapmet->Write();
611 buchmann 1.47 efficiencymapAcc->Write();
612     efficiencymapID->Write();
613     efficiencymapJets->Write();
614     efficiencymapSignal->Write();
615 buchmann 1.37 noscefficiencymap->Write();
616 buchmann 1.27 syspdfmap->Write();
617     systotmap->Write();
618     sysstatmap->Write();
619 buchmann 1.18 Neventsmap->Write();
620 buchmann 1.24 ipointmap->Write();
621 buchmann 1.36 timemap->Write();
622 buchmann 1.9 outputfile->Close();
623     }
624 buchmann 1.35 }
625 buchmann 1.13 if(systematicsonly) { // systematics only :
626 buchmann 1.9 limcanvas->cd();
627     sysjesmap->Draw("COLZ");
628 buchmann 1.22 string titletobewritten="Jet Energy scale in LSP-Glu plane";
629 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
630     if(scantype==GMSB) titletobewritten="Limits in Chi-Glu plane";
631 buchmann 1.22 TText *title = write_title(titletobewritten);
632 buchmann 1.9 title->Draw();
633     if(runninglocally) {
634     CompleteSave(limcanvas,"SUSYScan/JES_geq"+any2string(jzb_cut[ibin]));
635     }
636     sysjsumap->Draw("COLZ");
637 buchmann 1.22 titletobewritten="JZB Scale Uncertainty in LSP-Glu plane";
638 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="JZB Scale Uncertainty in m_{1/2}-m_{0} plane";
639     if(scantype==GMSB) titletobewritten="JZB Scale Uncertainty in Chi-Glu plane";
640 buchmann 1.22 TText *title2 = write_title(titletobewritten);
641 buchmann 1.9 title2->Draw();
642     if(runninglocally) {
643     CompleteSave(limcanvas,"SUSYScan/JSU_geq"+any2string(jzb_cut[ibin]));
644     }
645     sysresmap->Draw("COLZ");
646 buchmann 1.22 titletobewritten="Resolution in LSP-Glu plane";
647 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="Resolution in m_{1/2}-m_{0} plane";
648     if(scantype==GMSB) titletobewritten="Resolution in Chi-Glu plane";
649 buchmann 1.22 TText *title3 = write_title(titletobewritten);
650 buchmann 1.9 title3->Draw();
651     if(runninglocally) {
652     CompleteSave(limcanvas,"SUSYScan/Resolution_geq"+any2string(jzb_cut[ibin]));
653     }
654 buchmann 1.35
655 buchmann 1.9 if(!runninglocally) {
656     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
657     sysjesmap->Write();
658     sysjsumap->Write();
659     sysresmap->Write();
660 buchmann 1.52 flipmap->Write();
661 buchmann 1.18 efficiencymap->Write();
662 pablom 1.63 efficiencymapmet->Write();
663 buchmann 1.47 efficiencymapAcc->Write();
664     efficiencymapID->Write();
665     efficiencymapJets->Write();
666     efficiencymapSignal->Write();
667 buchmann 1.37 noscefficiencymap->Write();
668 buchmann 1.18 Neventsmap->Write();
669 buchmann 1.24 ipointmap->Write();
670 buchmann 1.27 syspdfmap->Write();
671     systotmap->Write();
672     sysstatmap->Write();
673 buchmann 1.36 timemap->Write();
674 buchmann 1.9 outputfile->Close();
675     }
676     }//end of systematics only
677 buchmann 1.13 if(efficiencyonly) {
678     limcanvas->cd();
679 buchmann 1.22 string titletobewritten="Efficiencies in LSP-Glu plane";
680 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="Efficiencies in m_{1/2}-m_{0} plane";
681     if(scantype==GMSB) titletobewritten="Efficiencies in Chi-Glu plane";
682 buchmann 1.22 TText *title = write_title(titletobewritten);
683 buchmann 1.47 efficiencymap->Draw("COLZ");
684 buchmann 1.13 title->Draw();
685     if(runninglocally) {
686     CompleteSave(limcanvas,"SUSYScan/Efficiency_geq"+any2string(jzb_cut[ibin]));
687     }
688     limcanvas->cd();
689 pablom 1.63 efficiencymapmet->Draw("COLZ");
690     title->Draw();
691     if(runninglocally) {
692     CompleteSave(limcanvas,"SUSYScan/EfficiencyMet_geq"+any2string(jzb_cut[ibin]));
693     }
694     limcanvas->cd();
695 buchmann 1.47 efficiencymapAcc->Draw("COLZ");
696     title->Draw();
697     if(runninglocally) {
698     CompleteSave(limcanvas,"SUSYScan/EfficiencyAcc_geq"+any2string(jzb_cut[ibin]));
699     }
700     limcanvas->cd();
701     efficiencymapID->Draw("COLZ");
702     title->Draw();
703     if(runninglocally) {
704     CompleteSave(limcanvas,"SUSYScan/EfficiencyID_geq"+any2string(jzb_cut[ibin]));
705     }
706     limcanvas->cd();
707     efficiencymapJets->Draw("COLZ");
708     title->Draw();
709     if(runninglocally) {
710     CompleteSave(limcanvas,"SUSYScan/EfficiencyJets_geq"+any2string(jzb_cut[ibin]));
711     }
712     limcanvas->cd();
713     efficiencymapSignal->Draw("COLZ");
714     title->Draw();
715     if(runninglocally) {
716     CompleteSave(limcanvas,"SUSYScan/EfficiencySignal_geq"+any2string(jzb_cut[ibin]));
717     }
718     limcanvas->cd();
719     noscefficiencymap->Draw("COLZ");
720     title->Draw();
721     if(runninglocally) {
722     CompleteSave(limcanvas,"SUSYScan/NoEfficiency_geq"+any2string(jzb_cut[ibin]));
723     }
724     limcanvas->cd();
725 buchmann 1.13 sysjesmap->Draw("COLZ");
726 buchmann 1.22 titletobewritten="N(events) in LSP-Glu plane";
727 buchmann 1.64 if(scantype==mSUGRA) titletobewritten="N(events) in m_{1/2}-m_{0} plane";
728     if(scantype==GMSB) titletobewritten="Resolution in Chi-Glu plane";
729 buchmann 1.22 TText *title2 = write_title(titletobewritten);
730 buchmann 1.13 title2->Draw();
731     if(runninglocally) {
732     CompleteSave(limcanvas,"SUSYScan/Nevents_geq"+any2string(jzb_cut[ibin]));
733     }
734     if(!runninglocally) {
735     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
736 buchmann 1.24 ipointmap->Write();
737 buchmann 1.13 Neventsmap->Write();
738 buchmann 1.37 noscefficiencymap->Write();
739 buchmann 1.13 efficiencymap->Write();
740 buchmann 1.52 flipmap->Write();
741 pablom 1.63 efficiencymapmet->Write();
742 buchmann 1.47 efficiencymapAcc->Write();
743     efficiencymapID->Write();
744     efficiencymapJets->Write();
745     efficiencymapSignal->Write();
746 buchmann 1.36 timemap->Write();
747 buchmann 1.13 outputfile->Close();
748     }
749     }//end of efficiencies only
750 buchmann 1.35
751 buchmann 1.31 delete limitmap;
752     delete exclmap;
753     delete sysjesmap;
754     delete sysjsumap;
755     delete sysresmap;
756 buchmann 1.37 delete noscefficiencymap;
757 buchmann 1.31 delete efficiencymap;
758 pablom 1.63 delete efficiencymapmet;
759 buchmann 1.47 delete efficiencymapAcc;
760     delete efficiencymapID;
761     delete efficiencymapJets;
762     delete efficiencymapSignal;
763 buchmann 1.31 delete Neventsmap;
764     delete ipointmap;
765     delete syspdfmap;
766     delete systotmap;
767     delete sysstatmap;
768 buchmann 1.13 delete limcanvas;
769 buchmann 1.1 }
770 buchmann 1.4
771 buchmann 1.13 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) {
772 buchmann 1.10 dout << "Starting the SUSY scan now with all " << jzb_cut.size() << " bin(s)" << endl;
773 buchmann 1.4 for(int ibin=0;ibin<jzb_cut.size();ibin++) {
774 buchmann 1.13 scan_SUSY_parameter_space(mcjzb,datajzb,jzb_cut,requireZ, peakerror, ibin, njobs, jobnumber,systonly,effonly);
775 buchmann 1.4 }
776 buchmann 1.6 }
777 buchmann 1.35