source: trunk/MagicSoft/Mars/mjtrain/MJTrainDisp.cc@ 8761

Last change on this file since 8761 was 8719, checked in by tbretz, 18 years ago
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1/* ======================================================================== *\
2!
3! *
4! * This file is part of MARS, the MAGIC Analysis and Reconstruction
5! * Software. It is distributed to you in the hope that it can be a useful
6! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
7! * It is distributed WITHOUT ANY WARRANTY.
8! *
9! * Permission to use, copy, modify and distribute this software and its
10! * documentation for any purpose is hereby granted without fee,
11! * provided that the above copyright notice appear in all copies and
12! * that both that copyright notice and this permission notice appear
13! * in supporting documentation. It is provided "as is" without express
14! * or implied warranty.
15! *
16!
17!
18! Author(s): Thomas Bretz 11/2005 <mailto:tbretz@astro.uni-wuerzburg.de>
19!
20! Copyright: MAGIC Software Development, 2005-2007
21!
22!
23\* ======================================================================== */
24
25/////////////////////////////////////////////////////////////////////////////
26//
27// MJTrainDisp
28//
29//
30// Example:
31// --------
32//
33// // SequencesOn are used for training, SequencesOff for Testing
34// MDataSet set("mctesttrain.txt");
35// set.SetNumAnalysis(1); // Must have a number
36// MJTrainDisp opt;
37// //opt.SetDebug();
38// opt.AddParameter("MHillas.fLength");
39// opt.AddParameter("MHillas.fWidth");
40// MStatusDisplay *d = new MStatusDisplay;
41// opt.SetDisplay(d);
42// opt.AddPreCut("MHillasSrc.fDCA*MGeomCam.fConvMm2Deg<0.3");
43// opt.Train("rf-disp.root", set, 30000); // Number of train events
44//
45// // Two of the displayed histograms show the cut efficiency for
46// // a given Theta-Cut. The default is 0.215. It can be overwritten
47// // by
48// opt.SetThetaCut(0.165);
49//
50//
51// Random Numbers:
52// ---------------
53// Use:
54// if(gRandom)
55// delete gRandom;
56// gRandom = new TRandom3();
57// in advance to change the random number generator.
58//
59////////////////////////////////////////////////////////////////////////////
60#include "MJTrainDisp.h"
61
62#include <TLine.h>
63#include <TCanvas.h>
64
65#include "MHMatrix.h"
66
67#include "MLog.h"
68#include "MLogManip.h"
69
70// tools
71#include "MDataSet.h"
72#include "MTFillMatrix.h"
73#include "MChisqEval.h"
74#include "MStatusDisplay.h"
75
76// eventloop
77#include "MParList.h"
78#include "MTaskList.h"
79#include "MEvtLoop.h"
80
81// tasks
82#include "MReadMarsFile.h"
83#include "MContinue.h"
84#include "MFillH.h"
85#include "MRanForestCalc.h"
86#include "MParameterCalc.h"
87
88// container
89#include "MParameters.h"
90
91// histograms
92#include "MBinning.h"
93#include "MH3.h"
94#include "MHn.h"
95#include "MHThetaSq.h"
96
97// filter
98#include "MFilterList.h"
99
100ClassImp(MJTrainDisp);
101
102using namespace std;
103
104const TString MJTrainDisp::fgTrainParameter = "MHillasSrc.fDist*MGeomCam.fConvMm2Deg";
105
106// --------------------------------------------------------------------------
107//
108// Display a result histogram either vs. size or energy
109// FIXME: Could be moved into a new histogram class.
110//
111void MJTrainDisp::DisplayHist(TCanvas &c, Int_t i, MH3 &mh3) const
112{
113 MH::SetPalette("pretty");
114
115 TH1 &hist = *(TH1*)mh3.GetHist().Clone();
116 hist.SetBit(TH1::kNoStats);
117 hist.SetDirectory(0);
118
119 TLine line;
120 line.SetLineStyle(kDashed);
121 line.SetLineWidth(1);
122
123 c.cd(i+4);
124 gPad->SetBorderMode(0);
125 gPad->SetFrameBorderMode(0);
126 //gPad->SetFillColor(kWhite);
127 gPad->SetLogx();
128 gPad->SetGridx();
129 gPad->SetGridy();
130 //gPad->SetLeftMargin(0.12);
131 //gPad->SetRightMargin(0.12);
132
133 const Float_t cutval = hist.GetYaxis()->GetBinLowEdge(4);
134
135 TH1D heff;
136 heff.SetName(Form("Eff%s", hist.GetName()));
137 heff.SetTitle(Form("Cut efficiency vs. %s for \\vartheta<%.3f", hist.GetName(), TMath::Sqrt(cutval)));
138 heff.SetDirectory(0);
139 heff.SetXTitle(hist.GetXaxis()->GetTitle());
140 heff.SetYTitle("Efficiency");
141
142 MH::SetBinning(&heff, hist.GetXaxis());
143
144
145 for (int x=0; x<=hist.GetNbinsX()+1; x++)
146 {
147 const Double_t n0 = hist.Integral(x, x, -1, -1);
148 if (n0>0)
149 heff.SetBinContent(x, hist.Integral(x, x, -1, 3)/n0);
150 }
151
152 heff.SetMinimum(0);
153 heff.SetMaximum(1);
154 heff.DrawCopy();
155
156 line.DrawLine(10, 0.5, 31623, 0.5);
157
158 c.cd(i+0);
159 gPad->SetBorderMode(0);
160 gPad->SetFrameBorderMode(0);
161 //gPad->SetFillColor(kWhite);
162 gPad->SetLogx();
163 gPad->SetGridx();
164 gPad->SetGridy();
165 //gPad->SetLeftMargin(0.12);
166 //gPad->SetRightMargin(0.12);
167
168 for (int x=0; x<=hist.GetNbinsX(); x++)
169 {
170 Float_t n = 0;
171 for (int y=1; y<=2; y++)
172 n += hist.GetBinContent(x,y);
173
174 if (n==0)
175 continue;
176
177 for (int y=0; y<=hist.GetNbinsY(); y++)
178 hist.SetBinContent(x, y, 200*hist.GetBinContent(x,y)/n);
179 }
180
181 hist.SetMaximum(100);
182 hist.DrawCopy("colz");
183
184 line.DrawLine(10, 0.04, 31623, 0.04);
185
186 c.cd(i+2);
187 gPad->SetBorderMode(0);
188 gPad->SetFrameBorderMode(0);
189 //gPad->SetFillColor(kWhite);
190 gPad->SetLogx();
191 gPad->SetGridx();
192 gPad->SetGridy();
193 //gPad->SetLeftMargin(0.12);
194 //gPad->SetRightMargin(0.12);
195
196 for (int x=0; x<=hist.GetNbinsX(); x++)
197 {
198 Float_t n = 0;
199 for (int y=0; y<=hist.GetNbinsY(); y++)
200 n += hist.GetBinContent(x,y);
201
202 if (n==0)
203 continue;
204
205 for (int y=0; y<=hist.GetNbinsY(); y++)
206 hist.SetBinContent(x, y, 100*hist.GetBinContent(x,y)/n);
207 }
208
209 hist.SetMaximum(25);
210 hist.DrawCopy("colz");
211
212 line.DrawLine(10, 0.04, 31623, 0.04);
213}
214
215// --------------------------------------------------------------------------
216//
217// Display the result histograms in a new tab.
218//
219void MJTrainDisp::DisplayResult(MH3 &hsize, MH3 &henergy)
220{
221 TCanvas &c = fDisplay->AddTab("Disp");
222 c.Divide(2,3);
223
224 DisplayHist(c, 1, hsize);
225 DisplayHist(c, 2, henergy);
226}
227
228// --------------------------------------------------------------------------
229//
230// Run Disp optimization
231//
232Bool_t MJTrainDisp::Train(const char *out, const MDataSet &set, Int_t num)
233{
234 SetTitle(Form("Train%s: %s", fNameOutput.Data(), out));
235
236 if (fDisplay)
237 fDisplay->SetTitle(fTitle);
238
239 if (!set.IsValid())
240 {
241 *fLog << err << "ERROR - DataSet invalid!" << endl;
242 return kFALSE;
243 }
244
245 if (!HasWritePermission(out))
246 return kFALSE;
247
248 *fLog << inf;
249 fLog->Separator(GetDescriptor());
250
251 // --------------------- Setup files --------------------
252 MReadMarsFile readtrn("Events");
253 MReadMarsFile readtst("Events");
254 readtrn.DisableAutoScheme();
255 readtst.DisableAutoScheme();
256
257 if (!set.AddFilesOn(readtrn))
258 {
259 *fLog << err << "ERROR - Adding SequencesOn." << endl;
260 return kFALSE;
261 }
262 if (!set.AddFilesOff(readtst))
263 {
264 *fLog << err << "ERROR - Adding SequencesOff." << endl;
265 return kFALSE;
266 }
267
268 // ----------------------- Setup Matrix ------------------
269 MHMatrix train("Train");
270 train.AddColumns(fRules);
271 if (fEnableWeights)
272 train.AddColumn("MWeight.fVal");
273 train.AddColumn(fTrainParameter);
274
275 // ----------------------- Fill Matrix RF ----------------------
276 MTFillMatrix fill(fTitle);
277 fill.SetDisplay(fDisplay);
278 fill.SetLogStream(fLog);
279 fill.SetDestMatrix1(&train, num);
280 fill.SetReader(&readtrn);
281 fill.AddPreCuts(fPreCuts);
282 fill.AddPreCuts(fTrainCuts);
283 fill.AddPreTasks(fPreTasks);
284 fill.AddPostTasks(fPostTasks);
285 if (!fill.Process())
286 return kFALSE;
287
288 // ------------------------ Train RF --------------------------
289 MRanForestCalc rf("Train", fTitle);
290 rf.SetNumTrees(fNumTrees);
291 rf.SetNdSize(fNdSize);
292 rf.SetNumTry(fNumTry);
293 rf.SetNumObsoleteVariables(1);
294 rf.SetLastDataColumnHasWeights(fEnableWeights);
295 rf.SetDisplay(fDisplay);
296 rf.SetLogStream(fLog);
297 rf.SetFileName(out);
298 rf.SetDebug(fDebug>1);
299 rf.SetNameOutput(fNameOutput);
300 rf.SetFunction(fResultFunction);
301
302 /*
303 MBinning b(32, 10, 100000, "BinningEnergyEst", "log");
304
305 if (!rf.TrainMultiRF(train, b.GetEdgesD())) // classification with one tree per bin
306 return;
307
308 if (!rf.TrainSingleRF(train, b.GetEdgesD())) // classification into different bins
309 return;
310 */
311 if (!rf.TrainRegression(train)) // regression (best choice)
312 return kFALSE;
313
314 // --------------------- Display result ----------------------
315
316 gLog.Separator("Test");
317
318 MH::SetPalette("pretty");
319
320 MParList plist;
321 MTaskList tlist;
322 plist.AddToList(this);
323 plist.AddToList(&tlist);
324 //plist.AddToList(&b);
325
326 MParameterD par("ThetaSquaredCut");
327 par.SetVal(fThetaCut*fThetaCut);
328 plist.AddToList(&par);
329
330 MAlphaFitter fit;
331 fit.SetPolynomOrder(0);
332 fit.SetSignalFitMax(0.8);
333 fit.EnableBackgroundFit(kFALSE);
334 fit.SetSignalFunction(MAlphaFitter::kThetaSq);
335 fit.SetMinimizationStrategy(MAlphaFitter::kGaussSigma);
336 plist.AddToList(&fit);
337
338 MFilterList list;
339 if (!list.AddToList(fPreCuts))
340 *fLog << err << "ERROR - Calling MFilterList::AddToList for fPreCuts failed!" << endl;
341 if (!list.AddToList(fTestCuts))
342 *fLog << err << "ERROR - Calling MFilterList::AddToList for fTestCuts failed!" << endl;
343
344 MContinue cont(&list);
345 cont.SetInverted();
346
347 const char *rule = "(MHillasSrc.fDist*MGeomCam.fConvMm2Deg)^2 + (Disp.fVal)^2 - (2*MHillasSrc.fDist*MGeomCam.fConvMm2Deg*Disp.fVal*cos(MHillasSrc.fAlpha*kDeg2Rad))";
348
349 MParameterCalc calcthetasq(rule, "MThetaSqCalc");
350 calcthetasq.SetNameParameter("ThetaSquared");
351
352 MChisqEval eval;
353 eval.SetY1("sqrt(ThetaSquared.fVal)");
354
355 // ----------- Setup binnings ----------------
356 MBinning binsS(50, 10, 100000, "BinningSize", "log");
357 MBinning binsE(70, 10, 31623, "BinningEnergy", "log");
358 MBinning binsG(50, -10, 10, "BinningSlope", "lin");
359 MBinning binsX(50, -1, 1, "BinningResidualDist", "lin");
360 MBinning binsL(50, 0, 0.3, "BinningLeakage", "lin");
361 MBinning binsT(51, -0.005, 0.505, "BinningTheta", "asin");
362 MBinning binsC(50, 1e-2, 1, "BinningConc", "log");
363 MBinning binsW(50, 0, 0.5, "BinningLength", "lin");
364 MBinning binsM(50, 0, 0.3, "BinningWidth", "lin");
365 MBinning binsV(75, 0, par.GetVal()*25, "BinningThetaSq", "lin");
366
367 plist.AddToList(&binsG);
368 plist.AddToList(&binsS);
369 plist.AddToList(&binsX);
370 plist.AddToList(&binsE);
371 plist.AddToList(&binsL);
372 plist.AddToList(&binsT);
373 plist.AddToList(&binsC);
374 plist.AddToList(&binsV);
375 plist.AddToList(&binsW);
376 plist.AddToList(&binsM);
377
378 // ----------- Setup some histograms ----------------
379
380 MHThetaSq hist;
381 hist.SkipHistTime();
382 hist.SkipHistTheta();
383 hist.SkipHistEnergy();
384
385 // To speed it up we could precalculate it.
386 const char *res = "Disp.fVal-MHillasSrc.fDist*3.37e-3";
387
388 MHn hres1("Disp1", "Xi Residual (Dist/Disp)");
389 hres1.AddHist("MHillas.fSize", res);
390 hres1.InitName("ResSize;Size;ResidualDist");
391 hres1.InitTitle(";S [phe];Disp-Dist [\\circ];");
392 hres1.SetDrawOption("colz profx");
393 hres1.AddHist("MHillasExt.fSlopeLong*sign(MHillasSrc.fCosDeltaAlpha)/3.37e-3", res);
394 hres1.InitName("ResSlope;Slope;ResidualDist");
395 hres1.InitTitle(";Slope;Disp-Dist [\\circ];");
396 hres1.SetDrawOption("colz profx");
397 hres1.AddHist("MNewImagePar.fLeakage1", res);
398 hres1.InitName("ResLeak;Leakage;ResidualDist");
399 hres1.InitTitle(";Leak;Disp-Dist [\\circ];");
400 hres1.SetDrawOption("colz profx");
401 hres1.AddHist("MPointingPos.fZd", res);
402 hres1.InitName("ResTheta;Theta;ResidualDist");
403 hres1.InitTitle(";Zd [\\circ];Disp-Dist [\\circ];");
404 hres1.SetDrawOption("colz profx");
405
406 MHn hres2("Disp2", "Dist Residual (Disp-Dist)");
407 hres2.AddHist("MHillas.fLength*3.37e-3", res);
408 hres2.InitName("ResLength;Length;ResidualDist");
409 hres2.InitTitle(";L [\\circ];Disp-Dist [\\circ];");
410 hres2.SetDrawOption("colz profx");
411 hres2.AddHist("MNewImagePar.fConc1", res);
412 hres2.InitName("ResConc1;Conc;ResidualDist");
413 hres2.InitTitle(";C;Disp-Dist [\\circ];");
414 hres2.SetDrawOption("colz profx");
415 hres2.AddHist("MHillas.fWidth*3.37e-3", res);
416 hres2.InitName("ResWidth;Width;ResidualDist");
417 hres2.InitTitle(";W [\\circ];Disp-Dist [\\circ];");
418 hres2.SetDrawOption("colz profx");
419 hres2.AddHist("MMcEvt.fEnergy", res);
420 hres2.InitName("ResEmc;Energy;ResidualDist");
421 hres2.InitTitle(";E_{mc} [GeV];Disp-Dist [\\circ];");
422 hres2.SetDrawOption("colz profx");
423
424 MH3 hdisp1("MHillas.fSize", "ThetaSquared.fVal");
425 MH3 hdisp2("MMcEvt.fEnergy", "ThetaSquared.fVal");
426 hdisp1.SetName("Size;Size;ThetaSq");
427 hdisp2.SetName("Energy;Energy;ThetaSq");
428 hdisp1.SetTitle("\\vartheta distribution vs. Size:Size [phe]:\\vartheta^2 [\\circ]");
429 hdisp2.SetTitle("\\vartheta distribution vs. Energy:Energy [GeV]:\\vartheta^2 [\\circ]");
430
431 // -------------- Setup fill tasks ----------------
432
433 MFillH fillh(&hist, "", "FillThetaSq");
434 MFillH fillh2a(&hres1, "", "FillResiduals1");
435 MFillH fillh2b(&hres2, "", "FillResiduals2");
436 MFillH fillh2c(&hdisp1, "", "FillSize");
437 MFillH fillh2d(&hdisp2, "", "FillEnergy");
438 fillh2c.SetBit(MFillH::kDoNotDisplay);
439 fillh2d.SetBit(MFillH::kDoNotDisplay);
440
441 // --------------- Setup weighting -------------------
442
443 if (fEnableWeights)
444 {
445 fillh.SetWeight();
446 fillh2a.SetWeight();
447 fillh2b.SetWeight();
448 fillh2c.SetWeight();
449 fillh2d.SetWeight();
450 eval.SetNameWeight();
451 }
452
453 // --------------- Setup tasklist -------------------
454
455 tlist.AddToList(&readtst);
456 tlist.AddToList(fPreTasks);
457 tlist.AddToList(&cont);
458 tlist.AddToList(&rf);
459 tlist.AddToList(&calcthetasq);
460 tlist.AddToList(fPostTasks);
461 tlist.AddToList(&fillh);
462 tlist.AddToList(&fillh2a);
463 tlist.AddToList(&fillh2b);
464 tlist.AddToList(&fillh2c);
465 tlist.AddToList(&fillh2d);
466 tlist.AddToList(fTestTasks);
467 tlist.AddToList(&eval);
468
469 // ------------- Setup/run eventloop -----------------
470
471 MEvtLoop loop(fTitle);
472 loop.SetLogStream(fLog);
473 loop.SetDisplay(fDisplay);
474 loop.SetParList(&plist);
475 //if (!SetupEnv(loop))
476 // return kFALSE;
477
478 if (!loop.Eventloop())
479 return kFALSE;
480
481 // ---------------- Prepare result -------------------
482
483 // Print the result
484 *fLog << inf;
485 *fLog << "Rule: " << rule << endl;
486 *fLog << "Disp: " << fTrainParameter << endl;
487 hist.GetAlphaFitter().Print("result");
488
489 // The user has closed the display
490 if (!fDisplay)
491 return kTRUE;
492
493 DisplayResult(hdisp1, hdisp2);
494
495 SetPathOut(out);
496 return WriteDisplay(0, "UPDATE");
497}
498
499/*
500#include "MParameterCalc.h"
501#include "MHillasCalc.h"
502#include "../mpointing/MSrcPosRndm.h"
503
504Bool_t MJTrainDisp::TrainGhostbuster(const char *out, const MDataSet &set, Int_t num)
505{
506 SetTitle(Form("TrainGhostbuster: %s", out));
507
508 if (fDisplay)
509 fDisplay->SetTitle(fTitle);
510
511 if (!set.IsValid())
512 {
513 *fLog << err << "ERROR - DataSet invalid!" << endl;
514 return kFALSE;
515 }
516
517 if (!HasWritePermission(out))
518 return kFALSE;
519
520 *fLog << inf;
521 fLog->Separator(GetDescriptor());
522
523 // --------------------- Setup files --------------------
524 MReadMarsFile readtrn("Events");
525 MReadMarsFile readtst("Events");
526 readtrn.DisableAutoScheme();
527 readtst.DisableAutoScheme();
528
529 if (!set.AddFilesOn(readtrn))
530 return kFALSE;
531 if (!set.AddFilesOff(readtst))
532 return kFALSE;
533
534 // ----------------------- Setup Matrix ------------------
535 MHMatrix train("Train");
536 train.AddColumns(fRules);
537 if (fEnableWeights)
538 train.AddColumn("MWeight.fVal");
539 train.AddColumn("sign(MHillasSrc.fCosDeltaAlpha)==sign(SignStore.fVal)");
540
541 MParameterCalc calc("MHillasSrc.fCosDeltaAlpha", "SignStore");
542 calc.SetNameParameter("SignStore");
543
544 MSrcPosRndm rndm;
545 rndm.SetRule(fTrainParameter);
546 //rndm.SetDistOfSource(120*3.37e-3);
547
548 MHillasCalc hcalc;
549 hcalc.SetFlags(MHillasCalc::kCalcHillasSrc);
550
551 // ----------------------- Fill Matrix RF ----------------------
552 MTFillMatrix fill(fTitle);
553 fill.SetDisplay(fDisplay);
554 fill.SetLogStream(fLog);
555 fill.SetDestMatrix1(&train, num);
556 fill.SetReader(&readtrn);
557 fill.AddPreCuts(fPreCuts);
558 fill.AddPreCuts(fTrainCuts);
559 fill.AddPreTasks(fPreTasks);
560 fill.AddPostTasks(fPostTasks);
561 fill.AddPostTask(&calc);
562 fill.AddPostTask(&rndm);
563 fill.AddPostTask(&hcalc);
564 if (!fill.Process())
565 return kFALSE;
566
567 // ------------------------ Train RF --------------------------
568 MRanForestCalc rf("TrainGhostbuster", fTitle);
569 rf.SetNumTrees(fNumTrees);
570 rf.SetNdSize(fNdSize);
571 rf.SetNumTry(fNumTry);
572 rf.SetNumObsoleteVariables(1);
573 rf.SetLastDataColumnHasWeights(fEnableWeights);
574 rf.SetDisplay(fDisplay);
575 rf.SetLogStream(fLog);
576 rf.SetFileName(out);
577 rf.SetDebug(fDebug>1);
578 rf.SetNameOutput("Sign");
579
580 if (!rf.TrainRegression(train)) // regression (best choice)
581 return kFALSE;
582
583 // --------------------- Display result ----------------------
584
585 gLog.Separator("Test");
586
587 MH::SetPalette("pretty");
588
589 MParList plist;
590 MTaskList tlist;
591 plist.AddToList(this);
592 plist.AddToList(&tlist);
593 //plist.AddToList(&b);
594
595 MFilterList list;
596 if (!list.AddToList(fPreCuts))
597 *fLog << err << "ERROR - Calling MFilterList::AddToList for fPreCuts failed!" << endl;
598 if (!list.AddToList(fTestCuts))
599 *fLog << err << "ERROR - Calling MFilterList::AddToList for fTestCuts failed!" << endl;
600
601 MContinue cont(&list);
602 cont.SetInverted();
603
604 const char *rule = "abs(Sign.fVal-(sign(MHillasSrc.fCosDeltaAlpha)==sign(SignStore.fVal)))";
605
606 //MChisqEval eval;
607 //eval.SetY1("sqrt(ThetaSquared.fVal)");
608
609 MH3 hsign1("MHillas.fSize", rule);
610 MH3 hsign2("MMcEvt.fEnergy", rule);
611 hsign1.SetTitle("Was ist das? vs. Size:Size [phe]:XXX");
612 hsign2.SetTitle("Was ist das? vs. Energy:Enerhy [GeV]:XXXX");
613
614 MBinning binsx( 70, 10, 31623, "BinningMH3X", "log");
615 MBinning binsy( 51, 0, 1, "BinningMH3Y", "lin");
616
617 plist.AddToList(&binsx);
618 plist.AddToList(&binsy);
619
620 MFillH fillh2a(&hsign1, "", "FillSize");
621 MFillH fillh2b(&hsign2, "", "FillEnergy");
622 fillh2a.SetDrawOption("profx colz");
623 fillh2b.SetDrawOption("profx colz");
624 fillh2a.SetNameTab("Size");
625 fillh2b.SetNameTab("Energy");
626
627 tlist.AddToList(&readtst);
628 tlist.AddToList(&cont);
629 tlist.AddToList(&calc);
630 tlist.AddToList(&rndm);
631 tlist.AddToList(&hcalc);
632 tlist.AddToList(&rf);
633 tlist.AddToList(&fillh2a);
634 tlist.AddToList(&fillh2b);
635 //tlist.AddToList(&eval);
636
637 MEvtLoop loop(fTitle);
638 loop.SetLogStream(fLog);
639 loop.SetDisplay(fDisplay);
640 loop.SetParList(&plist);
641 //if (!SetupEnv(loop))
642 // return kFALSE;
643
644 if (!loop.Eventloop())
645 return kFALSE;
646
647 // Print the result
648 *fLog << inf << "Rule: " << rule << endl;
649
650 //DisplayResult(hdisp1, hdisp2);
651
652 SetPathOut(out);
653 if (!WriteDisplay(0, "UPDATE"))
654 return kFALSE;
655
656 return kTRUE;
657}
658*/
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