source: trunk/MagicSoft/Mars/mjtrain/MJTrainDisp.cc@ 9565

Last change on this file since 9565 was 9552, checked in by tbretz, 15 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 <TH2.h>
63#include <TLine.h>
64#include <TCanvas.h>
65
66#include "MHMatrix.h"
67
68#include "MLog.h"
69#include "MLogManip.h"
70
71// tools
72#include "MDataSet.h"
73#include "MTFillMatrix.h"
74#include "MChisqEval.h"
75#include "MStatusDisplay.h"
76
77// eventloop
78#include "MParList.h"
79#include "MTaskList.h"
80#include "MEvtLoop.h"
81
82// tasks
83#include "MReadMarsFile.h"
84#include "MContinue.h"
85#include "MFillH.h"
86#include "MRanForestCalc.h"
87#include "MParameterCalc.h"
88
89// container
90#include "MParameters.h"
91
92// histograms
93#include "MBinning.h"
94#include "MH3.h"
95#include "MHn.h"
96#include "MHThetaSq.h"
97
98// filter
99#include "MFilterList.h"
100
101ClassImp(MJTrainDisp);
102
103using namespace std;
104
105const TString MJTrainDisp::fgTrainParameter = "MHillasSrc.fDist*MGeomCam.fConvMm2Deg";
106
107// --------------------------------------------------------------------------
108//
109// Display a result histogram either vs. size or energy
110// FIXME: Could be moved into a new histogram class.
111//
112void MJTrainDisp::DisplayHist(TCanvas &c, Int_t i, MH3 &mh3) const
113{
114 MH::SetPalette("pretty");
115
116 TH2 &hist = *static_cast<TH2*>(mh3.GetHist().Clone());
117 hist.SetBit(TH1::kNoStats);
118 hist.SetDirectory(0);
119
120 TLine line;
121 line.SetLineStyle(kDashed);
122 line.SetLineWidth(1);
123
124 c.cd(i+4);
125 gPad->SetBorderMode(0);
126 gPad->SetFrameBorderMode(0);
127 //gPad->SetFillColor(kWhite);
128 gPad->SetLogx();
129 gPad->SetGridx();
130 gPad->SetGridy();
131 //gPad->SetLeftMargin(0.12);
132 //gPad->SetRightMargin(0.12);
133
134 const Float_t cutval = hist.GetYaxis()->GetBinLowEdge(4);
135
136 TH1D heff;
137 heff.SetName(Form("Eff%s", hist.GetName()));
138 heff.SetTitle(Form("Cut efficiency vs. %s for \\vartheta<%.3f", hist.GetName(), TMath::Sqrt(cutval)));
139 heff.SetDirectory(0);
140 heff.SetXTitle(hist.GetXaxis()->GetTitle());
141 heff.SetYTitle("Efficiency");
142
143 MH::SetBinning(&heff, hist.GetXaxis());
144
145
146 for (int x=0; x<=hist.GetNbinsX()+1; x++)
147 {
148 const Double_t n0 = hist.Integral(x, x, -1, -1);
149 if (n0>0)
150 heff.SetBinContent(x, hist.Integral(x, x, -1, 3)/n0);
151 }
152
153 heff.SetMinimum(0);
154 heff.SetMaximum(1);
155 heff.DrawCopy();
156
157 line.DrawLine(10, 0.5, 31623, 0.5);
158
159 c.cd(i+0);
160 gPad->SetBorderMode(0);
161 gPad->SetFrameBorderMode(0);
162 //gPad->SetFillColor(kWhite);
163 gPad->SetLogx();
164 gPad->SetGridx();
165 gPad->SetGridy();
166 //gPad->SetLeftMargin(0.12);
167 //gPad->SetRightMargin(0.12);
168
169 for (int x=0; x<=hist.GetNbinsX(); x++)
170 {
171 Float_t n = 0;
172 for (int y=1; y<=2; y++)
173 n += hist.GetBinContent(x,y);
174
175 if (n==0)
176 continue;
177
178 for (int y=0; y<=hist.GetNbinsY(); y++)
179 hist.SetBinContent(x, y, 200*hist.GetBinContent(x,y)/n);
180 }
181
182 hist.SetMaximum(100);
183 hist.DrawCopy("colz");
184
185 line.DrawLine(10, 0.04, 31623, 0.04);
186
187 c.cd(i+2);
188 gPad->SetBorderMode(0);
189 gPad->SetFrameBorderMode(0);
190 //gPad->SetFillColor(kWhite);
191 gPad->SetLogx();
192 gPad->SetGridx();
193 gPad->SetGridy();
194 //gPad->SetLeftMargin(0.12);
195 //gPad->SetRightMargin(0.12);
196
197 for (int x=0; x<=hist.GetNbinsX(); x++)
198 {
199 Float_t n = 0;
200 for (int y=0; y<=hist.GetNbinsY(); y++)
201 n += hist.GetBinContent(x,y);
202
203 if (n==0)
204 continue;
205
206 for (int y=0; y<=hist.GetNbinsY(); y++)
207 hist.SetBinContent(x, y, 100*hist.GetBinContent(x,y)/n);
208 }
209
210 hist.SetMaximum(25);
211 hist.DrawCopy("colz");
212
213 line.DrawLine(10, 0.04, 31623, 0.04);
214}
215
216// --------------------------------------------------------------------------
217//
218// Display the result histograms in a new tab.
219//
220void MJTrainDisp::DisplayResult(MH3 &hsize, MH3 &henergy)
221{
222 TCanvas &c = fDisplay->AddTab("Disp");
223 c.Divide(2,3);
224
225 DisplayHist(c, 1, hsize);
226 DisplayHist(c, 2, henergy);
227}
228
229// --------------------------------------------------------------------------
230//
231// Run Disp optimization
232//
233Bool_t MJTrainDisp::Train(const char *out, const MDataSet &set, Int_t num)
234{
235 SetTitle(Form("Train%s: %s", fNameOutput.Data(), out));
236
237 if (fDisplay)
238 fDisplay->SetTitle(fTitle);
239
240 if (!set.IsValid())
241 {
242 *fLog << err << "ERROR - DataSet invalid!" << endl;
243 return kFALSE;
244 }
245
246 if (!HasWritePermission(out))
247 return kFALSE;
248
249 *fLog << inf;
250 fLog->Separator(GetDescriptor());
251
252 // --------------------- Setup files --------------------
253 MReadMarsFile readtrn("Events");
254 MReadMarsFile readtst("Events");
255 readtrn.DisableAutoScheme();
256 readtst.DisableAutoScheme();
257
258 if (!set.AddFilesOn(readtrn))
259 {
260 *fLog << err << "ERROR - Adding SequencesOn." << endl;
261 return kFALSE;
262 }
263 if (!set.AddFilesOff(readtst))
264 {
265 *fLog << err << "ERROR - Adding SequencesOff." << endl;
266 return kFALSE;
267 }
268
269 // ----------------------- Setup Matrix ------------------
270 MHMatrix train("Train");
271 train.AddColumns(fRules);
272 if (fEnableWeights)
273 train.AddColumn("MWeight.fVal");
274 train.AddColumn(fTrainParameter);
275
276 // ----------------------- Fill Matrix RF ----------------------
277 MTFillMatrix fill(fTitle);
278 fill.SetDisplay(fDisplay);
279 fill.SetLogStream(fLog);
280 fill.SetDestMatrix1(&train, num);
281 fill.SetReader(&readtrn);
282 fill.AddPreCuts(fPreCuts);
283 fill.AddPreCuts(fTrainCuts);
284 fill.AddPreTasks(fPreTasks);
285 fill.AddPostTasks(fPostTasks);
286 if (!fill.Process())
287 return kFALSE;
288
289 // ------------------------ Train RF --------------------------
290 MRanForestCalc rf("Train", fTitle);
291 rf.SetNumTrees(fNumTrees);
292 rf.SetNdSize(fNdSize);
293 rf.SetNumTry(fNumTry);
294 rf.SetNumObsoleteVariables(1);
295 rf.SetLastDataColumnHasWeights(fEnableWeights);
296 rf.SetDisplay(fDisplay);
297 rf.SetLogStream(fLog);
298 rf.SetFileName(out);
299 rf.SetDebug(fDebug>1);
300 rf.SetNameOutput(fNameOutput);
301 rf.SetFunction(fResultFunction);
302
303 /*
304 MBinning b(32, 10, 100000, "BinningEnergyEst", "log");
305
306 if (!rf.TrainMultiRF(train, b.GetEdgesD())) // classification with one tree per bin
307 return;
308
309 if (!rf.TrainSingleRF(train, b.GetEdgesD())) // classification into different bins
310 return;
311 */
312 if (!rf.TrainRegression(train)) // regression (best choice)
313 return kFALSE;
314
315 // --------------------- Display result ----------------------
316
317 gLog.Separator("Test");
318
319 MH::SetPalette("pretty");
320
321 MParList plist;
322 MTaskList tlist;
323 plist.AddToList(this);
324 plist.AddToList(&tlist);
325 //plist.AddToList(&b);
326
327 MParameterD par("ThetaSquaredCut");
328 par.SetVal(fThetaCut*fThetaCut);
329 plist.AddToList(&par);
330
331 MAlphaFitter fit;
332 fit.SetPolynomOrder(0);
333 fit.SetSignalFitMax(0.8);
334 fit.EnableBackgroundFit(kFALSE);
335 fit.SetSignalFunction(MAlphaFitter::kThetaSq);
336 fit.SetMinimizationStrategy(MAlphaFitter::kGaussSigma);
337 plist.AddToList(&fit);
338
339 MFilterList list;
340 if (!list.AddToList(fPreCuts))
341 *fLog << err << "ERROR - Calling MFilterList::AddToList for fPreCuts failed!" << endl;
342 if (!list.AddToList(fTestCuts))
343 *fLog << err << "ERROR - Calling MFilterList::AddToList for fTestCuts failed!" << endl;
344
345 MContinue cont(&list);
346 cont.SetInverted();
347
348 const char *rule = "(MHillasSrc.fDist*MGeomCam.fConvMm2Deg)^2 + (Disp.fVal)^2 - (2*MHillasSrc.fDist*MGeomCam.fConvMm2Deg*Disp.fVal*cos(MHillasSrc.fAlpha*kDeg2Rad))";
349
350 MParameterCalc calcthetasq(rule, "MThetaSqCalc");
351 calcthetasq.SetNameParameter("ThetaSquared");
352
353 MChisqEval eval;
354 eval.SetY1("sqrt(ThetaSquared.fVal)");
355
356 // ----------- Setup binnings ----------------
357 MBinning binsS(50, 10, 100000, "BinningSize", "log");
358 MBinning binsE(70, 10, 31623, "BinningEnergy", "log");
359 MBinning binsG(50, -10, 10, "BinningSlope", "lin");
360 MBinning binsX(50, -1, 1, "BinningResidualDist", "lin");
361 MBinning binsL(50, 0, 0.3, "BinningLeakage", "lin");
362 MBinning binsT(51, -0.005, 0.505, "BinningTheta", "asin");
363 MBinning binsC(50, 1e-2, 1, "BinningConc", "log");
364 MBinning binsW(50, 0, 0.5, "BinningLength", "lin");
365 MBinning binsM(50, 0, 0.3, "BinningWidth", "lin");
366 MBinning binsV(75, 0, par.GetVal()*25, "BinningThetaSq", "lin");
367
368 plist.AddToList(&binsG);
369 plist.AddToList(&binsS);
370 plist.AddToList(&binsX);
371 plist.AddToList(&binsE);
372 plist.AddToList(&binsL);
373 plist.AddToList(&binsT);
374 plist.AddToList(&binsC);
375 plist.AddToList(&binsV);
376 plist.AddToList(&binsW);
377 plist.AddToList(&binsM);
378
379 // ----------- Setup some histograms ----------------
380
381 MHThetaSq hist;
382 hist.SkipHistTime();
383 hist.SkipHistTheta();
384 hist.SkipHistEnergy();
385
386 // To speed it up we could precalculate it.
387 const char *res = "Disp.fVal-MHillasSrc.fDist*3.37e-3";
388
389 MHn hres1("Disp1", "Xi Residual (Dist/Disp)");
390 hres1.AddHist("MHillas.fSize", res);
391 hres1.InitName("ResSize;Size;ResidualDist");
392 hres1.InitTitle(";S [phe];Disp-Dist [\\circ];");
393 hres1.SetDrawOption("colz profx");
394 hres1.AddHist("MHillasExt.fSlopeLong*sign(MHillasSrc.fCosDeltaAlpha)/3.37e-3", res);
395 hres1.InitName("ResSlope;Slope;ResidualDist");
396 hres1.InitTitle(";Slope;Disp-Dist [\\circ];");
397 hres1.SetDrawOption("colz profx");
398 hres1.AddHist("MNewImagePar.fLeakage1", res);
399 hres1.InitName("ResLeak;Leakage;ResidualDist");
400 hres1.InitTitle(";Leak;Disp-Dist [\\circ];");
401 hres1.SetDrawOption("colz profx");
402 hres1.AddHist("MPointingPos.fZd", res);
403 hres1.InitName("ResTheta;Theta;ResidualDist");
404 hres1.InitTitle(";Zd [\\circ];Disp-Dist [\\circ];");
405 hres1.SetDrawOption("colz profx");
406
407 MHn hres2("Disp2", "Dist Residual (Disp-Dist)");
408 hres2.AddHist("MHillas.fLength*3.37e-3", res);
409 hres2.InitName("ResLength;Length;ResidualDist");
410 hres2.InitTitle(";L [\\circ];Disp-Dist [\\circ];");
411 hres2.SetDrawOption("colz profx");
412 hres2.AddHist("MNewImagePar.fConc1", res);
413 hres2.InitName("ResConc1;Conc;ResidualDist");
414 hres2.InitTitle(";C;Disp-Dist [\\circ];");
415 hres2.SetDrawOption("colz profx");
416 hres2.AddHist("MHillas.fWidth*3.37e-3", res);
417 hres2.InitName("ResWidth;Width;ResidualDist");
418 hres2.InitTitle(";W [\\circ];Disp-Dist [\\circ];");
419 hres2.SetDrawOption("colz profx");
420 hres2.AddHist("MMcEvt.fEnergy", res);
421 hres2.InitName("ResEmc;Energy;ResidualDist");
422 hres2.InitTitle(";E_{mc} [GeV];Disp-Dist [\\circ];");
423 hres2.SetDrawOption("colz profx");
424
425 MH3 hdisp1("MHillas.fSize", "ThetaSquared.fVal");
426 MH3 hdisp2("MMcEvt.fEnergy", "ThetaSquared.fVal");
427 hdisp1.SetName("Size;Size;ThetaSq");
428 hdisp2.SetName("Energy;Energy;ThetaSq");
429 hdisp1.SetTitle("\\vartheta distribution vs. Size:Size [phe]:\\vartheta^2 [\\circ]");
430 hdisp2.SetTitle("\\vartheta distribution vs. Energy:Energy [GeV]:\\vartheta^2 [\\circ]");
431
432 // -------------- Setup fill tasks ----------------
433
434 MFillH fillh(&hist, "", "FillThetaSq");
435 MFillH fillh2a(&hres1, "", "FillResiduals1");
436 MFillH fillh2b(&hres2, "", "FillResiduals2");
437 MFillH fillh2c(&hdisp1, "", "FillSize");
438 MFillH fillh2d(&hdisp2, "", "FillEnergy");
439 fillh2c.SetBit(MFillH::kDoNotDisplay);
440 fillh2d.SetBit(MFillH::kDoNotDisplay);
441
442 // --------------- Setup weighting -------------------
443
444 if (fEnableWeights)
445 {
446 fillh.SetWeight();
447 fillh2a.SetWeight();
448 fillh2b.SetWeight();
449 fillh2c.SetWeight();
450 fillh2d.SetWeight();
451 eval.SetNameWeight();
452 }
453
454 // --------------- Setup tasklist -------------------
455
456 tlist.AddToList(&readtst);
457 tlist.AddToList(fPreTasks);
458 tlist.AddToList(&cont);
459 tlist.AddToList(&rf);
460 tlist.AddToList(&calcthetasq);
461 tlist.AddToList(fPostTasks);
462 tlist.AddToList(&fillh);
463 tlist.AddToList(&fillh2a);
464 tlist.AddToList(&fillh2b);
465 tlist.AddToList(&fillh2c);
466 tlist.AddToList(&fillh2d);
467 tlist.AddToList(fTestTasks);
468 tlist.AddToList(&eval);
469
470 // ------------- Setup/run eventloop -----------------
471
472 MEvtLoop loop(fTitle);
473 loop.SetLogStream(fLog);
474 loop.SetDisplay(fDisplay);
475 loop.SetParList(&plist);
476 //if (!SetupEnv(loop))
477 // return kFALSE;
478
479 if (!loop.Eventloop())
480 return kFALSE;
481
482 // ---------------- Prepare result -------------------
483
484 // Print the result
485 *fLog << inf;
486 *fLog << "Rule: " << rule << endl;
487 *fLog << "Disp: " << fTrainParameter << endl;
488 hist.GetAlphaFitter().Print("result");
489
490 // The user has closed the display
491 if (!fDisplay)
492 return kTRUE;
493
494 DisplayResult(hdisp1, hdisp2);
495
496 TObjArray arr;
497 arr.Add(const_cast<MDataSet*>(&set));
498 if (fDisplay)
499 arr.Add(fDisplay);
500
501 SetPathOut(out);
502 return WriteContainer(arr, 0, "UPDATE");
503}
504
505/*
506#include "MParameterCalc.h"
507#include "MHillasCalc.h"
508#include "../mpointing/MSrcPosRndm.h"
509
510Bool_t MJTrainDisp::TrainGhostbuster(const char *out, const MDataSet &set, Int_t num)
511{
512 SetTitle(Form("TrainGhostbuster: %s", out));
513
514 if (fDisplay)
515 fDisplay->SetTitle(fTitle);
516
517 if (!set.IsValid())
518 {
519 *fLog << err << "ERROR - DataSet invalid!" << endl;
520 return kFALSE;
521 }
522
523 if (!HasWritePermission(out))
524 return kFALSE;
525
526 *fLog << inf;
527 fLog->Separator(GetDescriptor());
528
529 // --------------------- Setup files --------------------
530 MReadMarsFile readtrn("Events");
531 MReadMarsFile readtst("Events");
532 readtrn.DisableAutoScheme();
533 readtst.DisableAutoScheme();
534
535 if (!set.AddFilesOn(readtrn))
536 return kFALSE;
537 if (!set.AddFilesOff(readtst))
538 return kFALSE;
539
540 // ----------------------- Setup Matrix ------------------
541 MHMatrix train("Train");
542 train.AddColumns(fRules);
543 if (fEnableWeights)
544 train.AddColumn("MWeight.fVal");
545 train.AddColumn("sign(MHillasSrc.fCosDeltaAlpha)==sign(SignStore.fVal)");
546
547 MParameterCalc calc("MHillasSrc.fCosDeltaAlpha", "SignStore");
548 calc.SetNameParameter("SignStore");
549
550 MSrcPosRndm rndm;
551 rndm.SetRule(fTrainParameter);
552 //rndm.SetDistOfSource(120*3.37e-3);
553
554 MHillasCalc hcalc;
555 hcalc.SetFlags(MHillasCalc::kCalcHillasSrc);
556
557 // ----------------------- Fill Matrix RF ----------------------
558 MTFillMatrix fill(fTitle);
559 fill.SetDisplay(fDisplay);
560 fill.SetLogStream(fLog);
561 fill.SetDestMatrix1(&train, num);
562 fill.SetReader(&readtrn);
563 fill.AddPreCuts(fPreCuts);
564 fill.AddPreCuts(fTrainCuts);
565 fill.AddPreTasks(fPreTasks);
566 fill.AddPostTasks(fPostTasks);
567 fill.AddPostTask(&calc);
568 fill.AddPostTask(&rndm);
569 fill.AddPostTask(&hcalc);
570 if (!fill.Process())
571 return kFALSE;
572
573 // ------------------------ Train RF --------------------------
574 MRanForestCalc rf("TrainGhostbuster", fTitle);
575 rf.SetNumTrees(fNumTrees);
576 rf.SetNdSize(fNdSize);
577 rf.SetNumTry(fNumTry);
578 rf.SetNumObsoleteVariables(1);
579 rf.SetLastDataColumnHasWeights(fEnableWeights);
580 rf.SetDisplay(fDisplay);
581 rf.SetLogStream(fLog);
582 rf.SetFileName(out);
583 rf.SetDebug(fDebug>1);
584 rf.SetNameOutput("Sign");
585
586 if (!rf.TrainRegression(train)) // regression (best choice)
587 return kFALSE;
588
589 // --------------------- Display result ----------------------
590
591 gLog.Separator("Test");
592
593 MH::SetPalette("pretty");
594
595 MParList plist;
596 MTaskList tlist;
597 plist.AddToList(this);
598 plist.AddToList(&tlist);
599 //plist.AddToList(&b);
600
601 MFilterList list;
602 if (!list.AddToList(fPreCuts))
603 *fLog << err << "ERROR - Calling MFilterList::AddToList for fPreCuts failed!" << endl;
604 if (!list.AddToList(fTestCuts))
605 *fLog << err << "ERROR - Calling MFilterList::AddToList for fTestCuts failed!" << endl;
606
607 MContinue cont(&list);
608 cont.SetInverted();
609
610 const char *rule = "abs(Sign.fVal-(sign(MHillasSrc.fCosDeltaAlpha)==sign(SignStore.fVal)))";
611
612 //MChisqEval eval;
613 //eval.SetY1("sqrt(ThetaSquared.fVal)");
614
615 MH3 hsign1("MHillas.fSize", rule);
616 MH3 hsign2("MMcEvt.fEnergy", rule);
617 hsign1.SetTitle("Was ist das? vs. Size:Size [phe]:XXX");
618 hsign2.SetTitle("Was ist das? vs. Energy:Enerhy [GeV]:XXXX");
619
620 MBinning binsx( 70, 10, 31623, "BinningMH3X", "log");
621 MBinning binsy( 51, 0, 1, "BinningMH3Y", "lin");
622
623 plist.AddToList(&binsx);
624 plist.AddToList(&binsy);
625
626 MFillH fillh2a(&hsign1, "", "FillSize");
627 MFillH fillh2b(&hsign2, "", "FillEnergy");
628 fillh2a.SetDrawOption("profx colz");
629 fillh2b.SetDrawOption("profx colz");
630 fillh2a.SetNameTab("Size");
631 fillh2b.SetNameTab("Energy");
632
633 tlist.AddToList(&readtst);
634 tlist.AddToList(&cont);
635 tlist.AddToList(&calc);
636 tlist.AddToList(&rndm);
637 tlist.AddToList(&hcalc);
638 tlist.AddToList(&rf);
639 tlist.AddToList(&fillh2a);
640 tlist.AddToList(&fillh2b);
641 //tlist.AddToList(&eval);
642
643 MEvtLoop loop(fTitle);
644 loop.SetLogStream(fLog);
645 loop.SetDisplay(fDisplay);
646 loop.SetParList(&plist);
647 //if (!SetupEnv(loop))
648 // return kFALSE;
649
650 if (!loop.Eventloop())
651 return kFALSE;
652
653 // Print the result
654 *fLog << inf << "Rule: " << rule << endl;
655
656 //DisplayResult(hdisp1, hdisp2);
657
658 SetPathOut(out);
659 if (!WriteDisplay(0, "UPDATE"))
660 return kFALSE;
661
662 return kTRUE;
663}
664*/
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