ViewVC Help
View File | Revision Log | Show Annotations | Root Listing
root/cvsroot/UserCode/cbrown/AnalysisFramework/Plotting/Modules/SUSYScan.C
Revision: 1.27
Committed: Thu Sep 1 16:23:46 2011 UTC (13 years, 8 months ago) by buchmann
Content type: text/plain
Branch: MAIN
Changes since 1.26: +25 -1 lines
Log Message:
Added more maps for susy scan (for systematics)

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 1.1
7     #include <TCut.h>
8     #include <TROOT.h>
9     #include <TCanvas.h>
10     #include <TMath.h>
11     #include <TColor.h>
12     #include <TPaveText.h>
13     #include <TRandom.h>
14     #include <TH1.h>
15     #include <TH2.h>
16     #include <TF1.h>
17     #include <TSQLResult.h>
18     #include <TProfile.h>
19    
20     //#include "TTbar_stuff.C"
21     using namespace std;
22    
23     using namespace PlottingSetup;
24    
25     void susy_scan_axis_labeling(TH2F *histo) {
26     histo->GetXaxis()->SetTitle("#Chi_{2}^{0}-LSP");
27     histo->GetXaxis()->CenterTitle();
28     histo->GetYaxis()->SetTitle("m_{#tilde{q}}");
29     histo->GetYaxis()->CenterTitle();
30     }
31    
32 buchmann 1.7 bool isThreadActive=false;
33    
34     struct limit_args {
35     float mceff;
36     float toterr;
37     int ibin;
38     string mcjzb;
39     vector<float> sigmas;
40 buchmann 1.25 string plotfilename;
41 buchmann 1.7 };
42    
43     void* compute_one_upper_limit_wrapper(void* data) {
44     isThreadActive=true;
45     limit_args* args = (limit_args*) data;
46     std::cout << "Thread to compute limits has been started" << std::endl;
47 buchmann 1.25 args->sigmas=compute_one_upper_limit(args->mceff,args->toterr,args->ibin,args->mcjzb,args->plotfilename,true);
48 buchmann 1.7 std::cout << "Thread to compute limits has finished" << std::endl;
49     isThreadActive=false;
50     return NULL; // oder in C++: return 0;// Damit kann man Werte zurückgeben
51     }
52    
53 buchmann 1.25 void do_limit_wrapper(float mceff,float toterr,int ibin,string mcjzb,vector<float> &sigmas,string plotfilename) {
54 buchmann 1.7 pthread_t limitthread;
55 buchmann 1.25 limit_args limargs={mceff,toterr,ibin,mcjzb,sigmas,plotfilename};
56 buchmann 1.7 pthread_create( &limitthread, NULL, compute_one_upper_limit_wrapper, (void*) &limargs);
57     int counter=0;
58     sleep(1); //waiting a second for the process to become active
59     while(counter<limitpatience*60 && isThreadActive) {
60 buchmann 1.13 std::cout << "Limits are being calculated; Checking round " << counter << " ( corresponds to " << seconds_to_time(counter) << " ) , patience will end in " << seconds_to_time(60*60*limitpatience-counter) << std::endl;
61 buchmann 1.7 counter++;
62     sleep(1);
63     }
64    
65     if(!isThreadActive) {
66     cout << "Thread finished sucessfully" << endl;
67     pthread_join( limitthread, NULL );
68     std::cout<< __FUNCTION__ << " : going to save sigmas " << std::endl;
69     sigmas=limargs.sigmas;
70     } else {
71     pthread_cancel(limitthread);
72     std::cout << "DID NOT TERMINATE IN TIME - ABORTED!" << std::endl;
73     sigmas.push_back(-1);sigmas.push_back(-1);sigmas.push_back(-1);
74     }
75     }
76    
77 buchmann 1.22 void prepare_scan_axis(TH2 *variablemap,bool ismSUGRA) {
78 buchmann 1.9 variablemap->GetXaxis()->SetTitle("m_{glu}");
79     variablemap->GetYaxis()->SetTitle("m_{LSP}");
80    
81 buchmann 1.22 if(ismSUGRA) {
82     variablemap->GetXaxis()->SetTitle("m_{0}");
83     variablemap->GetYaxis()->SetTitle("m_{1/2}");
84     }
85    
86 buchmann 1.9 variablemap->GetXaxis()->CenterTitle();
87     variablemap->GetYaxis()->CenterTitle();
88     }
89    
90 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) {
91 buchmann 1.6 bool runninglocally=true;
92     if(njobs>-1&&jobnumber>-1) {
93     runninglocally=false;
94 buchmann 1.13 dout << "Running on the GRID (this is job " << jobnumber << "/" << njobs << ") for a jzb cut at " << jzb_cut[ibin] << endl;
95 buchmann 1.6 } else {
96 buchmann 1.7 dout << "Running locally " << endl;
97     dout << "This will take a really, really long time - if you want to see the results THIS week try running the LimitWorkerScript on the grid (DistributedModelCalculation/Limits/)" << endl;
98 buchmann 1.6 }
99 buchmann 1.4
100 buchmann 1.18 cout << "FILE USED: " << (scansample.collection)[0].filename << endl;
101 buchmann 1.24 cout << "FILE USED (name): " << (scansample.collection)[0].samplename << endl;
102 buchmann 1.4 jzbSel=jzb_cut[ibin];
103     geqleq="geq";
104     automatized=true;
105     mcjzbexpression=mcjzb;
106    
107     string massgluname="MassGlu";
108     string massLSPname="MassLSP";
109    
110 buchmann 1.23 string prefix="SMS_";
111 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!
112     bool ismSUGRA=false;
113 buchmann 1.24 if(Contains((scansample.collection)[0].samplename,"mSUGRA")) ismSUGRA=true;
114 buchmann 1.22 if(ismSUGRA) {
115     massgluname="M0"; // this is the "x axis" in the limit plot (like the gluino in the SMS case)
116     massLSPname="M12"; // this is the "y axis" in the limit plot (like the LSP in the SMS case)
117     mglustart=m0start;
118     mgluend=m0end;
119     mglustep=m0step;
120     mLSPstart=m12start;
121     mLSPend=m12end;
122     mLSPstep=m12step;
123 buchmann 1.23 prefix="mSUGRA_";
124 buchmann 1.24 cout << "mSUGRA scan has been set up." << endl;
125     } else {
126     cout << "SMS scan has been set up." << endl;
127     }
128 buchmann 1.22
129 buchmann 1.4 Int_t MyPalette[100];
130     Double_t r[] = {0., 0.0, 1.0, 1.0, 1.0};
131     Double_t g[] = {0., 0.0, 0.0, 1.0, 1.0};
132     Double_t b[] = {0., 1.0, 0.0, 0.0, 1.0};
133     Double_t stop[] = {0., .25, .50, .75, 1.0};
134     Int_t FI = TColor::CreateGradientColorTable(5, stop, r, g, b, 110);
135     for (int i=0;i<100;i++) MyPalette[i] = FI+i;
136    
137     gStyle->SetPalette(100, MyPalette);
138    
139 buchmann 1.23 TH2F *limitmap = new TH2F((prefix+"limitmap"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
140     TH2F *exclmap = new TH2F((prefix+"exclusionmap"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
141     TH2F *sysjesmap = new TH2F((prefix+"sysjes"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
142     TH2F *sysjsumap = new TH2F((prefix+"sysjsu"+any2string(jzbSel)).c_str(), "",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
143     TH2F *sysresmap = new TH2F((prefix+"sysresmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
144     TH2F *efficiencymap = new TH2F((prefix+"efficiencymap").c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
145     TH2F *Neventsmap = new TH2F((prefix+"Neventsmap").c_str(),"", (mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
146 buchmann 1.24 TH2F *ipointmap = new TH2F((prefix+"ipointmap").c_str(),"", (mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
147 buchmann 1.27 TH2F *syspdfmap = new TH2F((prefix+"syspdfmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
148     TH2F *systotmap = new TH2F((prefix+"systotmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
149     TH2F *sysstatmap = new TH2F((prefix+"sysstatmap"+any2string(jzbSel)).c_str(),"",(mgluend-mglustart)/mglustep+1,mglustart-0.5*mglustep,mgluend+0.5*mglustep,(mLSPend-mLSPstart)/mLSPstep+1,mLSPstart-0.5*mLSPstep,mLSPend+0.5*mLSPstep);
150    
151    
152    
153    
154 buchmann 1.4 float rightmargin=gStyle->GetPadRightMargin();
155     gStyle->SetPadRightMargin(0.15);
156    
157     TCanvas *limcanvas = new TCanvas("limcanvas","Limit canvas");
158    
159 buchmann 1.6 int Npoints=0;
160     for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
161     for (int mlsp=mLSPstart;mlsp<=mLSPend&&mlsp<=mglu;mlsp+=mLSPstep) Npoints++;
162     }
163    
164     int ipoint=-1;
165 buchmann 1.4 for(int mglu=mglustart;mglu<=mgluend;mglu+=mglustep) {
166     for (int mlsp=mLSPstart;mlsp<=mLSPend&&mlsp<=mglu;mlsp+=mLSPstep)
167     {
168 buchmann 1.6 ipoint++;
169     if(!runninglocally&&!do_this_point(ipoint,Npoints,jobnumber,njobs)) continue;
170 buchmann 1.19 float result=-987,resulterr=-987;
171 buchmann 1.4 stringstream addcut;
172     addcut << "(TMath::Abs("<<massgluname<<"-"<<mglu<<")<5)&&(TMath::Abs("<<massLSPname<<"-"<<mlsp<<")<5)";
173 buchmann 1.14 (scansample.collection)[0].events->Draw("eventNum",addcut.str().c_str(),"goff");
174     float nevents = (scansample.collection)[0].events->GetSelectedRows();
175 buchmann 1.4 vector<vector<float> > systematics;
176 buchmann 1.22 if(nevents==0) {
177 buchmann 1.24 dout << "This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains no events and will be skipped."<< endl;
178 buchmann 1.6 continue;
179     } else {
180 buchmann 1.24 dout << "OK! This point ("<<ipoint<<") with configuration ("<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp << ") contains " << nevents << " and will therefore not be skipped."<< endl;
181 buchmann 1.22 }
182     if(nevents!=0&&efficiencyonly) {
183     MCefficiency((scansample.collection)[0].events,result,resulterr,mcjzb,requireZ,nevents,addcut.str());
184     efficiencymap->Fill(mglu,mlsp,result);
185 buchmann 1.13 }
186 buchmann 1.17 Neventsmap->Fill(mglu,mlsp,nevents);
187 buchmann 1.24 ipointmap->Fill(mglu,mlsp,ipoint);
188 buchmann 1.17 if(efficiencyonly) continue;
189    
190 buchmann 1.22 do_systematics_for_one_file((scansample.collection)[0].events,nevents,"SUSY SCAN", systematics,mcjzb,datajzb,peakerror,requireZ, addcut.str(),ismSUGRA);
191 buchmann 1.9 float JZBcutat = systematics[0][0];
192     float mceff = systematics[0][1];
193 buchmann 1.22 float mcefferr = systematics[0][2];//MC stat error
194 buchmann 1.9 float toterr = systematics[0][4];
195     float sys_jes = systematics[0][5]; // Jet Energy Scale
196     float sys_jsu = systematics[0][6]; // JZB scale uncertainty
197     float sys_res = systematics[0][7]; // resolution
198 buchmann 1.27 float sys_pdf = 0;
199     if(systematics[0].size()>9) sys_pdf = systematics[0][9]; // PDF
200 buchmann 1.22 efficiencymap->Fill(mglu,mlsp,mceff);
201     efficiencymap->SetBinError(efficiencymap->FindBin(mglu,mlsp),mcefferr);//blublu
202 buchmann 1.10
203 buchmann 1.15 if(mceff!=mceff||toterr!=toterr||mceff<0) {
204     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;
205 buchmann 1.4 continue;
206 buchmann 1.5 } else {
207 buchmann 1.13 if(!systematicsonly&&!efficiencyonly) {
208 buchmann 1.22 dout << "Calculating limit now for "<<massgluname<<"="<<mglu<<" , "<<massLSPname<<"="<<mlsp <<endl;
209 buchmann 1.9 vector<float> sigmas;
210 buchmann 1.27 string plotfilename=(string)(TString((scansample.collection)[0].samplename)+TString(massgluname)+TString(any2string(mglu))+TString("__")+TString(massLSPname)+TString(any2string(mlsp))+TString(".png"));
211 buchmann 1.25 do_limit_wrapper(mceff,toterr,ibin,mcjzb,sigmas,plotfilename);
212 buchmann 1.9 cout << "back in " << __FUNCTION__ << endl;
213     if(sigmas[0]>-0.5) { // negative sigmas are the error signature of do_limit_wrapper, so we want to exclude them.
214     limitmap->Fill(mglu,mlsp,sigmas[0]);
215 buchmann 1.17 sysjesmap->Fill(mglu,mlsp,sys_jes);
216     sysjsumap->Fill(mglu,mlsp,sys_jsu);
217     sysresmap->Fill(mglu,mlsp,sys_res);
218 buchmann 1.27 syspdfmap->Fill(mglu,mlsp,sys_pdf);
219     systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
220     sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
221 buchmann 1.17 efficiencymap->Fill(mglu,mlsp,result);
222 buchmann 1.9 dout << "A limit has been added at " << sigmas[0] << " for m_{glu}="<<mglu << " and m_{lsp}="<<mlsp<<endl;
223 buchmann 1.11 } //end of if sigma is positive
224     //end of not systematics only condition
225 buchmann 1.13 }
226     if(systematicsonly) {
227 buchmann 1.9 sysjesmap->Fill(mglu,mlsp,sys_jes);
228     sysjsumap->Fill(mglu,mlsp,sys_jsu);
229     sysresmap->Fill(mglu,mlsp,sys_res);
230 buchmann 1.27 syspdfmap->Fill(mglu,mlsp,sys_pdf);
231     systotmap->Fill(mglu,mlsp,toterr/mceff);//total relative (!) error
232     sysstatmap->Fill(mglu,mlsp,mcefferr);//total relative (!) error
233 buchmann 1.17 efficiencymap->Fill(mglu,mlsp,result);
234 buchmann 1.11 }
235 buchmann 1.15 }//efficiency is valid
236 buchmann 1.4 }
237     }
238    
239 buchmann 1.22 prepare_scan_axis(limitmap,ismSUGRA);
240     prepare_scan_axis(sysjesmap,ismSUGRA);
241     prepare_scan_axis(sysjsumap,ismSUGRA);
242     prepare_scan_axis(sysresmap,ismSUGRA);
243 buchmann 1.27 prepare_scan_axis(syspdfmap,ismSUGRA);
244     prepare_scan_axis(systotmap,ismSUGRA);
245     prepare_scan_axis(sysstatmap,ismSUGRA);
246 buchmann 1.9
247 buchmann 1.13 if(!systematicsonly&&!efficiencyonly) {
248 buchmann 1.9 limcanvas->cd();
249     limitmap->Draw("COLZ");
250 buchmann 1.22 string titletobewritten="Limits in LSP-Glu plane";
251     if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
252     TText *title = write_title(titletobewritten);
253 buchmann 1.9 title->Draw();
254     if(runninglocally) {
255     CompleteSave(limcanvas,"SUSYScan/Limits_JZB_geq"+any2string(jzb_cut[ibin]));
256     } else {
257 buchmann 1.12 TFile *outputfile;
258     if(systematicsonly) outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");//needs to be "UPDATE" as we can get to this point for different JZB cuts and don't want to erase the previous data :-)
259     else outputfile=new TFile(("output/DistributedLimits_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");//needs to be "UPDATE" as we can get to this point for
260 buchmann 1.9 limitmap->Write();
261 buchmann 1.18 sysjesmap->Write();
262     sysjsumap->Write();
263     efficiencymap->Write();
264 buchmann 1.27 syspdfmap->Write();
265     systotmap->Write();
266     sysstatmap->Write();
267 buchmann 1.18 Neventsmap->Write();
268 buchmann 1.24 ipointmap->Write();
269 buchmann 1.9 outputfile->Close();
270     }
271 buchmann 1.13 }
272     if(systematicsonly) { // systematics only :
273 buchmann 1.9 limcanvas->cd();
274     sysjesmap->Draw("COLZ");
275 buchmann 1.22 string titletobewritten="Jet Energy scale in LSP-Glu plane";
276     if(ismSUGRA) titletobewritten="Limits in m_{1/2}-m_{0} plane";
277     TText *title = write_title(titletobewritten);
278 buchmann 1.9 title->Draw();
279     if(runninglocally) {
280     CompleteSave(limcanvas,"SUSYScan/JES_geq"+any2string(jzb_cut[ibin]));
281     }
282     sysjsumap->Draw("COLZ");
283 buchmann 1.22 titletobewritten="JZB Scale Uncertainty in LSP-Glu plane";
284     if(ismSUGRA) titletobewritten="JZB Scale Uncertainty in m_{1/2}-m_{0} plane";
285     TText *title2 = write_title(titletobewritten);
286 buchmann 1.9 title2->Draw();
287     if(runninglocally) {
288     CompleteSave(limcanvas,"SUSYScan/JSU_geq"+any2string(jzb_cut[ibin]));
289     }
290     sysresmap->Draw("COLZ");
291 buchmann 1.22 titletobewritten="Resolution in LSP-Glu plane";
292     if(ismSUGRA) titletobewritten="Resolution in m_{1/2}-m_{0} plane";
293     TText *title3 = write_title(titletobewritten);
294 buchmann 1.9 title3->Draw();
295     if(runninglocally) {
296     CompleteSave(limcanvas,"SUSYScan/Resolution_geq"+any2string(jzb_cut[ibin]));
297     }
298    
299     if(!runninglocally) {
300     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
301     sysjesmap->Write();
302     sysjsumap->Write();
303     sysresmap->Write();
304 buchmann 1.18 efficiencymap->Write();
305     Neventsmap->Write();
306 buchmann 1.24 ipointmap->Write();
307 buchmann 1.27 syspdfmap->Write();
308     systotmap->Write();
309     sysstatmap->Write();
310 buchmann 1.9 outputfile->Close();
311     }
312     }//end of systematics only
313 buchmann 1.13 if(efficiencyonly) {
314     limcanvas->cd();
315     efficiencymap->Draw("COLZ");
316 buchmann 1.22 string titletobewritten="Efficiencies in LSP-Glu plane";
317     if(ismSUGRA) titletobewritten="Efficiencies in m_{1/2}-m_{0} plane";
318     TText *title = write_title(titletobewritten);
319 buchmann 1.13 title->Draw();
320     if(runninglocally) {
321     CompleteSave(limcanvas,"SUSYScan/Efficiency_geq"+any2string(jzb_cut[ibin]));
322     }
323     limcanvas->cd();
324     sysjesmap->Draw("COLZ");
325 buchmann 1.22 titletobewritten="N(events) in LSP-Glu plane";
326     if(ismSUGRA) titletobewritten="N(events) in m_{1/2}-m_{0} plane";
327     TText *title2 = write_title(titletobewritten);
328 buchmann 1.13 title2->Draw();
329     if(runninglocally) {
330     CompleteSave(limcanvas,"SUSYScan/Nevents_geq"+any2string(jzb_cut[ibin]));
331     }
332     if(!runninglocally) {
333     TFile *outputfile=new TFile(("output/DistributedSystematics_job"+string(any2string(jobnumber))+"_of_"+string(any2string(njobs))+".root").c_str(),"UPDATE");
334 buchmann 1.24 ipointmap->Write();
335 buchmann 1.13 Neventsmap->Write();
336     efficiencymap->Write();
337     outputfile->Close();
338     }
339     }//end of efficiencies only
340     delete limcanvas;
341 buchmann 1.1 }
342 buchmann 1.4
343 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) {
344 buchmann 1.10 dout << "Starting the SUSY scan now with all " << jzb_cut.size() << " bin(s)" << endl;
345 buchmann 1.4 for(int ibin=0;ibin<jzb_cut.size();ibin++) {
346 buchmann 1.13 scan_SUSY_parameter_space(mcjzb,datajzb,jzb_cut,requireZ, peakerror, ibin, njobs, jobnumber,systonly,effonly);
347 buchmann 1.4 }
348 buchmann 1.6 }