source: trunk/MagicSoft/Mars/macros/DAQDataCheck.C@ 4150

Last change on this file since 4150 was 3546, checked in by reyes, 22 years ago
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File size: 19.0 KB
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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): Raquel de los Reyes, 03/2004 <mailto:reyes@gae.ucm.es>
19!
20! Copyright: MAGIC Software Development, 2000-2004
21!
22!
23\* ======================================================================== *//////////////////////////////////////////////////////////////////////////////
24//
25// This macro made the check of the DAQ files (.raw files).
26//
27// WARNING!: This macro only works if the directory is alphabetically ordered
28//
29///////////////////////////////////////////////////////////////////////////
30#include "MAGIC.h"
31
32void DataAnalysis(const MReadMarsFile *pedfiles,const MReadMarsFile *calfiles,const MReadMarsFile *datafiles,TString directory="./")
33{
34
35 TVirtualPad *c;
36
37 Bool_t batchmode = kTRUE;
38
39 if(!batchmode)
40 {
41 MStatusDisplay *d = new MStatusDisplay;
42 d->SetLogStream(&gLog, kTRUE); // Disables output to stdout
43 }
44
45 //
46 // Set up the source run-range
47 //
48 TRegexp run("_[0-9][0-9][0-9][0-9][0-9]_");
49 TRegexp type("_[A-Z]_");
50 TString ped = "", cal = "", data = "", source = "";
51 if(pedfiles->GetEntries()!=0)
52 source = pedfiles->GetFileName();
53 else if(calfiles->GetEntries()!=0)
54 source = calfiles->GetFileName();
55 else
56 source = datafiles->GetFileName();
57
58 ped = pedfiles->GetFileName();
59 if(calfiles->GetEntries()!=0)
60 cal = calfiles->GetFileName();
61 if(datafiles->GetEntries()!=0)
62 data = datafiles->GetFileName();
63
64 ped = ped(ped.Index(run)+1,5);
65 cal = cal(cal.Index(run)+1,5);
66 data = data(data.Index(run)+1,5);
67
68 source = source(source.Index(type)+3,source.Length());
69 source.Remove(source.Last('_'),source.Length());
70
71// cout << ped << endl;
72// cout << cal << endl;
73// cout << data << endl;
74// cout << source << endl;
75
76 // **********************************************************************
77 // ***************************** PEDESTALS ******************************
78 // **********************************************************************
79 if(pedfiles->GetEntries()==0)
80 {
81 cout << "Warning, no entries found in pedestal run(s)!!!"<< endl;
82 break;
83 }
84 MParList plist;
85 MTaskList tlist;
86 plist.AddToList(&tlist);
87
88// pedfiles->Print("all");
89 //
90 // Now setup the tasks and tasklist for the pedestals:
91 // ---------------------------------------------------
92 //
93
94 //tasks
95 pedfiles->DisableAutoScheme();
96 tlist.AddToList(pedfiles);
97
98 // pedestal tasks and containers
99 MGeomCamMagic geomcam;
100 plist.AddToList(&geomcam);
101 MPedestalCam pedcam;
102 plist.AddToList(&pedcam);
103
104 MGeomApply geomapl;
105 tlist.AddToList(&geomapl);
106 MPedCalcPedRun pedcalc;
107 tlist.AddToList(&pedcalc);
108
109 //
110 // Create and setup the eventloop
111 //
112 MEvtLoop evtloop;
113 evtloop.SetParList(&plist);
114 if(!batchmode)
115 evtloop.SetDisplay(d);
116
117 //
118 // Execute first analysis
119 //
120 cout << "*************************" << endl;
121 cout << "** COMPUTING PEDESTALS **" << endl;
122 cout << "*************************" << endl;
123 if (!evtloop.Eventloop())
124 return;
125
126 tlist.PrintStatistics();
127
128 //
129 // Display the pedestal checking plots
130 //
131 if ((d = evtloop.GetDisplay()))
132 TCanvas &c1 = d.AddTab("PEDESTALS");
133 else
134 TCanvas *c1 = new TCanvas();
135 MHCamera meanped(geomcam,"MPedestalCam;ped","Pedestals");
136 meanped.SetCamContent(pedcam, 0);
137 meanped.SetCamError(pedcam, 1);
138 MHCamera rmsped(geomcam,"MPedestalCam;var","Sigma Pedestal");
139 rmsped.SetCamContent(pedcam, 2);
140 c1->Divide(1,2);
141 gPad->SetBorderMode(0);
142 c1->cd(1);
143 meanped.DrawClone("nonewEPhist");
144 c1->cd(2);
145 gPad->SetBorderMode(0);
146 c = gPad;
147 c->Divide(2,1);
148 c->cd(1);
149 meanped.DrawClone("nonewpixelindex");
150 c->cd(2);
151 rmsped.DrawClone("nonewpixelindex");
152
153 //
154 // Save canvas/display into a postcript file
155 //
156
157 if ((d = evtloop.GetDisplay()))
158 d->SaveAsPS(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
159 else
160 c1->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps(");
161
162 if(calfiles->GetEntries()==0)
163 c1->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps]");
164
165 // **********************************************************************
166 // ***************************** CALIBRATION ****************************
167 // **********************************************************************
168 //
169 // Create a empty Parameter List and an empty Task List
170 //
171 if(calfiles->GetEntries()==0)
172 {
173 cout << "Warning, no entries found in calibration run(s)!!!"<< endl;
174 break;
175 }
176 MParList plist2;
177 MTaskList tlist2;
178 plist2.AddToList(&tlist2);
179
180// calfiles->Print("all");
181 //
182 // Now setup the new tasks and tasklist for the calibration
183 // ---------------------------------------------------
184 //
185
186 calfiles->DisableAutoScheme();
187 tlist2.AddToList(calfiles);
188
189 MExtractedSignalCam sigcam;
190 MArrivalTimeCam timecam;
191 MBadPixelsCam badcam;
192 MCalibrationChargeCam calcam;
193 MCalibrationChargePINDiode pindiode;
194 MCalibrationChargeBlindPix blindpix;
195
196 MHCalibrationRelTimeCam histtime;
197 MHCalibrationChargeCam histcharge;
198 MHCalibrationChargePINDiode histpin;
199 MHCalibrationChargeBlindPix histblind;
200 //
201 // As long, as we don't have digital modules,
202 // we have to set the color of the pulser LED by hand
203 //
204 blindpix.SetColor(kCT1);
205 pindiode.SetColor(kCT1);
206 //
207 // Get the previously created MPedestalCam and MGeomCamMagic
208 // into the new Parameter List
209 //
210 plist2.AddToList(&pedcam);
211 plist2.AddToList(&geomcam);
212
213 plist2.AddToList(&sigcam);
214 plist2.AddToList(&timecam);
215 plist2.AddToList(&badcam);
216 plist2.AddToList(&calcam);
217 plist2.AddToList(&histtime);
218 plist2.AddToList(&histcharge);
219 plist2.AddToList(&histpin);
220 plist2.AddToList(&histblind);
221
222 //
223 // We saw that the signal jumps between slices,
224 // thus take the sliding window
225 //
226 MExtractSignal2 sigcalc2;
227 MExtractPINDiode pincalc;
228 MExtractBlindPixel blindcalc;
229 MArrivalTimeCalc2 timecalc;
230 MCalibrationChargeCalc calcalc;
231
232 MFillH filltime( "MHCalibrationRelTimeCam" , "MArrivalTimeCam");
233 MFillH fillpin ("MHCalibrationChargePINDiode", "MExtractedSignalPINDiode");
234 MFillH fillblind("MHCalibrationChargeBlindPix", "MExtractedSignalBlindPixel");
235 MFillH fillcam ("MHCalibrationChargeCam" , "MExtractedSignalCam");
236
237 // Skip the MFillH draw function
238 filltime.SetBit(MFillH::kDoNotDisplay);
239 fillpin.SetBit(MFillH::kDoNotDisplay);
240 fillblind.SetBit(MFillH::kDoNotDisplay);
241 fillcam.SetBit(MFillH::kDoNotDisplay);
242
243 //
244 // Skip the HiGain vs. LoGain calibration
245 //
246 calcalc.SkipHiLoGainCalibration();
247
248 //
249 // Apply a filter against cosmics
250 // (was directly in MCalibrationCalc in earlier versions)
251 //
252 MFCosmics cosmics;
253 MContinue cont(&cosmics);
254 //
255 // Get the previously created MGeomApply into the new Task List
256 //
257 tlist2.AddToList(&geomapl);
258
259 tlist2.AddToList(&sigcalc2);
260 tlist2.AddToList(&pincalc);
261 tlist2.AddToList(&blindcalc);
262 //
263 // In case, you want to skip the cosmics rejection,
264 // uncomment the next line
265 //
266 tlist2.AddToList(&cont);
267 //
268 // In case, you want to skip the somewhat lengthy calculation
269 // of the arrival times using a spline, uncomment the next two lines
270 //
271 tlist2.AddToList(&timecalc);
272 tlist2.AddToList(&filltime);
273
274 tlist2.AddToList(&fillpin);
275 tlist2.AddToList(&fillblind);
276 tlist2.AddToList(&fillcam);
277 tlist2.AddToList(&calcalc);
278
279 //
280 // Create and setup the eventloop
281 //
282 MEvtLoop evtloop2;
283 evtloop2.SetParList(&plist2);
284 if(!batchmode)
285 evtloop2.SetDisplay(d);
286
287 //
288 // Execute second analysis
289 //
290 cout << "***********************************" << endl;
291 cout << "** COMPUTING CALIBRATION FACTORS **" << endl;
292 cout << "***********************************" << endl;
293 if (!evtloop2.Eventloop())
294 return;
295
296 tlist2.PrintStatistics();
297
298 //
299 // print the most important results of all pixels to a file
300 //
301 // MLog gauglog;
302 // gauglog.SetOutputFile(Form("%s%s",calcam.GetName(),".txt"),1);
303 // calcam.SetLogStream(&gauglog);
304 // calcam.Print();
305 // calcam.SetLogStream(&gLog);
306
307 TH1 *hist;
308
309 //
310 // Display the calibration checking plots
311 //
312 // ---------------------- Conversion factor ---------------------------
313 if ((d = evtloop2.GetDisplay()))
314 TCanvas &c2 = d.AddTab("CONV FACTOR");
315 else
316 TCanvas *c2 = new TCanvas();
317 c2->Divide(1,2);
318 c2->cd(1);
319 gPad->SetBorderMode(0);
320 c = gPad;
321 c->Divide(2,1);
322 gPad->SetBorderMode(0);
323 c->cd(1);
324 gPad->SetBorderMode(0);
325 MHCamera ConvFfactor(geomcam,"Cal;FFactorConv","Conversion Factor to photons (F-Factor method)");
326 ConvFfactor.SetCamContent(calcam, 11);
327 ConvFfactor.DrawClone("nonewpixelindex");
328 c->cd(2);
329 MHCamera ConvBlindPix(geomcam,"Cal;BlindPixConv","Conversion Factor to photons (Blind Pixel method)");
330 ConvBlindPix.SetCamContent(calcam, 17);
331 ConvBlindPix.DrawClone("nonewpixelindex");
332 c2->cd(2);
333 gPad->SetBorderMode(0);
334 MHCamera ConvPINDiode(geomcam,"Cal;PINDiodeConv","Conversion Factor to photons (PINDiode method)");
335 ConvPINDiode.SetCamContent(calcam, 23);
336 ConvPINDiode.DrawClone("nonewpixelindex");
337 // ----------------- Pixels with defects ------------------------------
338 if ((d = evtloop2.GetDisplay()))
339 TCanvas &c3 = d.AddTab("DEFECT PIXELS");
340 else
341 TCanvas *c3 = new TCanvas();
342 c3->Divide(3,2);
343 c3->cd(1);
344 MHCamera PixExc(geomcam,"Cal;Excluded","Pixels previously excluded");
345 PixExc.SetCamContent(calcam, 27);
346 PixExc.DrawClone("nonewpixelindex");
347 c3->cd(2);
348 MHCamera PixNoFit(geomcam,"Cal;NotFitted","Pixels that could not be fitted");
349 PixNoFit.SetCamContent(calcam, 28);
350 PixNoFit.DrawClone("nonewpixelindex");
351 c3->cd(3);
352 MHCamera PixNoValid(geomcam,"Cal;NotValidFit","Pixels with not valid fit results");
353 PixNoValid.SetCamContent(calcam, 29);
354 PixNoValid.DrawClone("nonewpixelindex");
355 c3->cd(4);
356 MHCamera PixFFactor(geomcam,"Cal;FFactorValid","Pixels with valid F-Factor calibration");
357 PixFFactor.SetCamContent(calcam, 35);
358 PixFFactor.DrawClone("nonewpixelindex");
359 c3->cd(5);
360 MHCamera PixBlind(geomcam,"Cal;BlindPixelValid","Pixels with valid BlindPixel calibration");
361 PixBlind.SetCamContent(calcam, 36);
362 PixBlind.DrawClone("nonewpixelindex");
363 c3->cd(6);
364 MHCamera PixPINDiode(geomcam,"Cal;PINdiodeFFactorValid","Pixels with valid PINDiode calibration");
365 PixPINDiode.SetCamContent(calcam, 37);
366 PixPINDiode.DrawClone("nonewpixelindex");
367 // ------------------------- Fitted mean charges ----------------------------
368 if ((d = evtloop2.GetDisplay()))
369 TCanvas &c4 = d.AddTab("FIT CHARGES");
370 else
371 TCanvas *c4 = new TCanvas();
372 c4->Divide(1,2);
373 MHCamera fitmeancharge(geomcam,"Cal;Charge","Fitted Mean Charges");
374 fitmeancharge.SetCamContent(calcam, 0);
375 fitmeancharge.SetCamError(calcam, 1);
376 c4->cd(1);
377 gPad->SetBorderMode(0);
378 fitmeancharge.DrawClone("nonewEPhist");
379 c4->cd(2);
380 c = gPad;
381 gPad->SetBorderMode(0);
382 c->Divide(2,1);
383 c->cd(1);
384 gPad->SetBorderMode(0);
385 fitmeancharge.DrawClone("nonewpixelindex");
386 c->cd(2);
387 gPad->SetBorderMode(0);
388 hist = (TH1*)fitmeancharge->Projection("Charge");
389 hist->SetXTitle("Charge");
390 hist->DrawCopy("hist");
391 // ----------------------- Reduced Sigma per Charge -------------------------
392 if ((d = evtloop2.GetDisplay()))
393 TCanvas &c5 = d.AddTab("RED SIGMA");
394 else
395 TCanvas *c5 = new TCanvas();
396 c5->Divide(1,2);
397 MHCamera redsigmacharge(geomcam,"Cal;RSigmaCharge","Reduced Sigma per Charge");
398 redsigmacharge.SetCamContent(calcam, 7);
399 redsigmacharge.SetCamError(calcam, 8);
400 c5->cd(1);
401 gPad->SetBorderMode(0);
402 redsigmacharge.DrawClone("nonewEPhist");
403 c5->cd(2);
404 c = gPad;
405 gPad->SetBorderMode(0);
406 c->Divide(2,1);
407 c->cd(1);
408 gPad->SetBorderMode(0);
409 redsigmacharge.DrawClone("nonewpixelindex");
410 c->cd(2);
411 gPad->SetBorderMode(0);
412 hist = redsigmacharge->Projection("RSigmaCharge");
413 hist->SetXTitle("Reduced Sigma per Charge");
414 hist->Draw("hist");
415 // ----------------------- Absolute arrival times -------------------------
416 if ((d = evtloop2.GetDisplay()))
417 TCanvas &c6 = d.AddTab("ABS TIMES");
418 else
419 TCanvas *c6 = new TCanvas();
420 c6->Divide(1,2);
421 MHCamera abstime(geomcam,"Cal;AbsTimeMean","Absolute Arrival Times");
422 abstime.SetCamContent(calcam, 42);
423 abstime.SetCamError(calcam, 43);
424 c6->cd(1);
425 gPad->SetBorderMode(0);
426 abstime.DrawClone("nonewEPhist");
427 c6->cd(2);
428 c = gPad;
429 gPad->SetBorderMode(0);
430 c->Divide(2,1);
431 c->cd(1);
432 gPad->SetBorderMode(0);
433 abstime.DrawClone("nonewpixelindex");
434 c->cd(2);
435 gPad->SetBorderMode(0);
436 hist = (TH1*)abstime->Projection("AbsTimeMean");
437 hist->SetXTitle("Absolute arrival time (time slice)");
438 hist->DrawCopy("hist");
439
440 //
441 // Save canvas/display into a postcript file
442 //
443
444 if ((d = evtloop2.GetDisplay()))
445 d->SaveAsPS(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
446 else
447 {
448 c2->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
449 c3->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
450 c4->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
451 c5->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
452 c6->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
453 }
454
455 if(calfiles->GetEntries()!=0)
456 c6->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps]");
457
458 // ********************************************************************
459 // ***************************** DATA *********************************
460 // ********************************************************************
461
462 if(datafiles->GetEntries()==0)
463 {
464 cout << "Warning, no entries found in data run(s)!!!"<< endl;
465 break;
466 }
467 //
468 // Create an empty Parameter List and an empty Task List
469 //
470 MParList plist3;
471 MTaskList tlist3;
472 plist3.AddToList(&tlist3);
473
474// datafiles->Print("all");
475 //
476 // Now setup the new tasks and tasklist for the data
477 // ---------------------------------------------------
478 //
479
480 datafiles->DisableAutoScheme();
481 tlist3.AddToList(datafiles);
482
483 // Task containers
484 MExtractedSignalCam sigcam;
485 //
486 // Get the previously created MPedestalCam and MGeomCamMagic
487 // into the new Parameter List
488 //
489 plist3.AddToList(&geomcam);
490 plist3.AddToList(&pedcam);
491
492 plist3.AddToList(&sigcam);
493
494 // Display containers
495 MHTimeDiffTime difftime("DiffTime","Differential time between events");
496 plist3.AddToList(&difftime);
497 MBinning binsdifftime("BinningTimeDiff");
498 binsdifftime.SetEdges(200, 0., 0.2);
499 plist3.AddToList(&binsdifftime);
500 MBinning binstime("BinningTime");
501 binstime.SetEdges(10000, 0., 1e10);
502 plist3.AddToList(&binstime);
503
504 // Data tasks
505 MExtractSignal2 signal2;
506
507 MFillH fillDiffTime(&difftime,"MRawEvtData");
508 fillDiffTime.SetBit(MFillH::kDoNotDisplay);
509 tlist3.AddToList(&fillDiffTime);
510
511 //
512 // Get the previously created MGeomApply into the new Task List
513 //
514 tlist3.AddToList(&geomapl);
515 tlist3.AddToList(&signal2);
516
517 //
518 // Create and setup the eventloop
519 //
520 MEvtLoop evtloop3;
521 evtloop3.SetParList(&plist3);
522 if(!batchmode)
523 evtloop3.SetDisplay(d);
524
525 //
526 // Execute third analysis
527 //
528 cout << "********************" << endl;
529 cout << "** COMPUTING DATA **" << endl;
530 cout << "********************" << endl;
531 if (!evtloop3.Eventloop())
532 return;
533
534 tlist3.PrintStatistics();
535
536 TH1 *hist1;
537 TH2 *hist2;
538
539 //
540 // Display the data checking canvas
541 //
542 // -------------------- Diffential time of events ---------------------
543 if ((d = evtloop3.GetDisplay()))
544 TCanvas &c9 = d.AddTab("TIME");
545 else
546 TCanvas *c9 = new TCanvas();
547 gStyle->SetPadGridX(kTRUE);
548 gStyle->SetPadGridY(kTRUE);
549 gStyle->SetOptFit();
550 c9->Divide(2,2);
551 hist2 = difftime.GetHist();
552 c9->cd(1);
553 gPad->SetLogy();
554 hist1 = hist2->ProjectionX("ProjX_sumtime", -1, 9999, "E");
555 hist1->SetTitle("Distribution of \\Delta t [s]");
556 hist1->SetXTitle("\\Delta t [s]");
557 hist1->SetYTitle("Counts");
558 hist1->GetXaxis()->SetRange(0,hist1->GetXaxis()->GetNbins());
559 TF1 *f1 = new TF1("f1","[0]*exp(x*[1])",hist1->GetMaximumBin(),hist1->GetXaxis()->GetXmax());
560 hist1->Fit(f1,"");
561 hist1->DrawCopy();
562 c9->cd(2);
563 gPad->SetLogy();
564 hist1 = hist2->ProjectionX("ProjX_sumtime", -1, 9999, "E");
565 hist1->SetTitle("Distribution of \\Delta t [s] (deadtime)");
566 hist1->SetXTitle("\\Delta t [s]");
567 hist1->SetYTitle("Counts");
568// cout << hist1->GetXaxis()->GetBinCenter(hist1->GetMaximumBin())<< endl;
569 hist1->GetXaxis()->SetRange(0,hist1->GetMaximumBin());
570 hist1->DrawCopy();
571 c9->cd(3);
572 hist1 = difftime.GetHist()->ProjectionY("ProjY_sumtime", -1, 9999, "E");
573 hist1->SetTitle("Distribution of time [s]");
574 hist1->SetXTitle("Time t [s]");
575 hist1->SetYTitle("Counts");
576 hist1->DrawCopy();
577 c9->cd(4);
578
579 //
580 // Save canvas/display into a postcript file
581 //
582
583 if ((d = evtloop3.GetDisplay()))
584 d->SaveAsPS(directory+source+"_"+ped+"-"+cal+"-"+data+".ps");
585 else
586 {
587 c9->Print(directory+source+"_"+ped+"-"+cal+"-"+data+".ps)");
588 }
589
590}
591
592void DAQDataCheck(const TString directory="/remote/data2/data/Magic-DATA/Period014/rootdata/2004_02_10/")
593{
594
595 MDirIter Next;
596 Next.AddDirectory(directory,"*_E.root",-1);
597
598// Next.Print("all");
599
600 TString fName="file.root";
601
602 MReadMarsFile *pedfiles;
603 MReadMarsFile *calfiles;
604 MReadMarsFile *datafiles;
605
606 TString source="";
607
608 fName = Next(); // absolut path
609
610 while(!fName.IsNull())
611 {
612
613 TString file = fName(fName.Last('/')+1,fName.Length()); // root file name
614 file = file(0,file.Last('_'));
615
616// TString run = file(file.First('_')+1,5);
617// TString type = file(file.Index('_',file.First('_')+1)+1,1);
618 source = file(file.Last('_')+1,file.Length());
619
620 // Pedestal runs
621 if(fName.Contains("_P_"))
622 pedfiles = new MReadMarsFile("Events");
623 else
624 pedfiles->Rewind();
625
626 while(fName.Contains("_P_")&&fName.Contains(source))
627 {
628 pedfiles->AddFile(fName);
629 fName = Next();
630 }
631
632 // Calibration runs
633 if(fName.Contains("_C_")||(!fName.Contains(source)))
634 calfiles = new MReadMarsFile("Events");
635 else
636 calfiles->Rewind();
637
638 while(fName.Contains("_C_")&&fName.Contains(source))
639 {
640 calfiles->AddFile(fName);
641 fName = Next();
642 }
643
644 // Data runs
645 if(fName.Contains("_D_")||(!fName.Contains(source)))
646 datafiles = new MReadMarsFile("Events");
647// else
648// break;
649 while(fName.Contains("_D_")&&fName.Contains(source))
650 {
651 datafiles->AddFile(fName);
652 fName = Next();
653 }
654
655// pedfiles->Print();
656// calfiles->Print("all");
657// datafiles->Print("all");
658
659 DataAnalysis(pedfiles,calfiles,datafiles,directory);
660
661 cout << "----------------------------------------------" << endl;
662
663 }
664
665}
666
667
668
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