source: trunk/MagicSoft/Mars/mjobs/MJCalibration.cc@ 4716

Last change on this file since 4716 was 4695, checked in by tbretz, 21 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, 1/2004 <mailto:tbretz@astro.uni-wuerzburg.de>
19! Markus Gaug, 02/2004 <mailto:markus@ifae.es>
20!
21! Copyright: MAGIC Software Development, 2000-2004
22!
23!
24\* ======================================================================== */
25/////////////////////////////////////////////////////////////////////////////
26//
27// MJCalibration
28//
29// Do one calibration loop over serious of runs with the same pulser
30// colour and the same intensity. The following containers (rectangular) and
31// tasks (ellipses) are called to produce an MCalibrationChargeCam and to
32// update the MCalibrationQECam: (MCalibrate is not called from this class)
33//
34//Begin_Html
35/*
36<img src="images/CalibClasses.gif">
37*/
38//End_Html
39//
40// Different signal extractors can be set with the command SetExtractor()
41// Only extractors deriving from MExtractor can be set, default is MExtractSlidingWindow
42//
43// Different arrival time extractors can be set with the command SetTimeExtractor()
44// Only extractors deriving from MExtractTime can be set, default is MExtractTimeSpline
45//
46// At the end of the eventloop, plots and results are displayed, depending on
47// the flags set (see DisplayResult())
48//
49// If the flag SetFullDisplay() is set, all MHCameras will be displayed.
50// if the flag SetDataCheckDisplay() is set, only the most important ones are displayed
51// Otherwise, (default: SetNormalDisplay()), a good selection of plots is given
52//
53// If the flag SetDataCheck() is set, the calibration is used as in the data check at
54// La Palma, which mean especially running on raw data files.
55//
56// The absolute light calibration devices Blind Pixel and PIN Diode can be switched on
57// and off with the commands:
58//
59// - SetUseBlindPixel(Bool_t )
60// - SetUsePINDiode(Bool_t )
61//
62// See also: MHCalibrationChargePix, MHCalibrationChargeCam, MHGausEvents
63// MHCalibrationChargeBlindPix, MHCalibrationChargePINDiode
64// MCalibrationChargePix, MCalibrationChargeCam, MCalibrationChargeCalc
65// MCalibrationChargeBlindPix, MCalibrationChargePINDiode,
66// MCalibrationQECam, MBadPixelsPix, MBadPixelsCam
67//
68// If the flag RelTimeCalibration() is set, a calibration of the relative arrival
69// times is also performed. The following containers (rectangular) and
70// tasks (ellipses) are called to produce an MCalibrationRelTimeCam used by
71// MCalibrateTime to correct timing offset between pixels: (MCalibrateTime is not
72// called from this class)
73//
74//Begin_Html
75/*
76<img src="images/RelTimeClasses.gif">
77*/
78//End_Html
79//
80// Different arrival time extractors can be set directly with the command SetTimeExtractor(MExtractor *)
81//
82// See also: MHCalibrationRelTimePix, MHCalibrationRelTimeCam, MHGausEvents
83// MCalibrationRelTimePix, MCalibrationRelTimeCam
84// MBadPixelsPix, MBadPixelsCam
85//
86/////////////////////////////////////////////////////////////////////////////
87#include "MJCalibration.h"
88
89#include <TEnv.h>
90#include <TFile.h>
91#include <TStyle.h>
92#include <TCanvas.h>
93#include <TSystem.h>
94#include <TLine.h>
95#include <TLatex.h>
96#include <TLegend.h>
97#include <TRegexp.h>
98#include <TPaveText.h>
99#include <TPaveStats.h>
100
101#include "MLog.h"
102#include "MLogManip.h"
103
104#include "MRunIter.h"
105#include "MSequence.h"
106#include "MParList.h"
107#include "MTaskList.h"
108#include "MEvtLoop.h"
109
110#include "MHCamera.h"
111#include "MGeomCam.h"
112
113#include "MPedestalCam.h"
114#include "MCalibrationCam.h"
115#include "MCalibrationQECam.h"
116#include "MCalibrationQEPix.h"
117#include "MCalibrationChargeCam.h"
118#include "MCalibrationChargePix.h"
119#include "MCalibrationChargePINDiode.h"
120#include "MCalibrationChargeBlindPix.h"
121#include "MCalibrationChargeBlindCam.h"
122#include "MCalibrationChargeBlindCamOneOldStyle.h"
123#include "MCalibrationChargeBlindCamTwoNewStyle.h"
124#include "MCalibrationChargeCalc.h"
125
126#include "MHGausEvents.h"
127#include "MHCalibrationCam.h"
128#include "MHCalibrationChargeCam.h"
129#include "MHCalibrationChargeBlindCam.h"
130#include "MHCalibrationChargePINDiode.h"
131#include "MHCalibrationRelTimeCam.h"
132#include "MCalibrationRelTimeCam.h"
133#include "MCalibrationRelTimeCalc.h"
134
135#include "MReadMarsFile.h"
136#include "MRawFileRead.h"
137#include "MGeomApply.h"
138#include "MTaskEnv.h"
139#include "MBadPixelsMerge.h"
140#include "MBadPixelsCam.h"
141#include "MExtractTime.h"
142#include "MExtractor.h"
143#include "MExtractPINDiode.h"
144#include "MExtractBlindPixel.h"
145#include "MExtractSlidingWindow.h"
146#include "MExtractTimeFastSpline.h"
147#include "MFCosmics.h"
148#include "MContinue.h"
149#include "MFillH.h"
150
151#include "MArrivalTimeCam.h"
152
153#include "MStatusDisplay.h"
154
155ClassImp(MJCalibration);
156
157using namespace std;
158
159const Int_t MJCalibration::gkIFAEBoxInaugurationRun = 20113;
160const Int_t MJCalibration::gkSecondBlindPixelInstallation = 31693;
161const Int_t MJCalibration::gkThirdBlindPixelInstallation = 99999;
162
163const Double_t MJCalibration::fgConvFADC2PheMin = 0.;
164const Double_t MJCalibration::fgConvFADC2PheMax = 1.5;
165const Double_t MJCalibration::fgConvFADC2PhotMin = 0.;
166const Double_t MJCalibration::fgConvFADC2PhotMax = 10.;
167const Double_t MJCalibration::fgQEMin = 0.;
168const Double_t MJCalibration::fgQEMax = 0.3;
169
170const Float_t MJCalibration::fgRefConvFADC2PheInner = 0.14;
171const Float_t MJCalibration::fgRefConvFADC2PheOuter = 0.45;
172const Float_t MJCalibration::fgRefConvFADC2PhotInner = 0.8;
173const Float_t MJCalibration::fgRefConvFADC2PhotOuter = 3.8;
174const Float_t MJCalibration::fgRefQEInner = 0.18;
175const Float_t MJCalibration::fgRefQEOuter = 0.12;
176// --------------------------------------------------------------------------
177//
178// Default constructor.
179//
180// - Sets fRuns to 0, fExtractor to NULL, fTimeExtractor to NULL, fColor to kNONE,
181// fDisplay to kNormalDisplay, fRelTime to kFALSE, fDataCheck to kFALSE,
182// - SetUseBlindPixel()
183// - SetUsePINDiode()
184//
185MJCalibration::MJCalibration(const char *name, const char *title)
186 : fEnv(0), fRuns(0), fSequence(0), fExtractor(NULL), fTimeExtractor(NULL),
187 fColor(MCalibrationCam::kNONE), fDisplayType(kNormalDisplay),
188 fRelTimes(kFALSE), fDataCheck(kFALSE), fDebug(kFALSE)
189{
190
191 fName = name ? name : "MJCalibration";
192 fTitle = title ? title : "Tool to create the calibration constants for one calibration run";
193
194 SetUseBlindPixel();
195 SetUsePINDiode();
196
197}
198
199MJCalibration::~MJCalibration()
200{
201 if (fEnv)
202 delete fEnv;
203}
204
205// --------------------------------------------------------------------------
206//
207// Display the results in MStatusDisplay:
208//
209// - Add "Calibration" to the MStatusDisplay title
210// - Retrieve the MGeomCam from MParList
211// - Initialize the following MHCamera's:
212// 1) MCalibrationPix::GetMean()
213// 2) MCalibrationPix::Sigma()
214// 3) MCalibrationChargePix::GetRSigma()
215// 4) MCalibrationChargePix::GetRSigmaPerCharge()
216// 5) MCalibrationChargePix::GetPheFFactorMethod()
217// 6) MCalibrationChargePix::GetMeanConvFADC2Phe()
218// 7) MCalibrationChargePix::GetMeanFFactorFADC2Phot()
219// 8) MCalibrationQEPix::GetQECascadesFFactor()
220// 9) MCalibrationQEPix::GetQECascadesBlindPixel()
221// 10) MCalibrationQEPix::GetQECascadesPINDiode()
222// 11) MCalibrationQEPix::GetQECascadesCombined()
223// 12) MCalibrationQEPix::IsAverageQEFFactorAvailable()
224// 13) MCalibrationQEPix::IsAverageQEBlindPixelAvailable()
225// 14) MCalibrationQEPix::IsAverageQEPINDiodeAvailable()
226// 15) MCalibrationQEPix::IsAverageQECombinedAvailable()
227// 16) MCalibrationChargePix::IsHiGainSaturation()
228// 17) MCalibrationPix::GetHiLoMeansDivided()
229// 18) MCalibrationPix::GetHiLoSigmasDivided()
230// 19) MCalibrationChargePix::GetHiGainPickup()
231// 20) MCalibrationChargePix::GetLoGainPickup()
232// 21) MCalibrationChargePix::GetHiGainBlackout()
233// 22) MCalibrationChargePix::GetLoGainBlackout()
234// 23) MCalibrationPix::IsExcluded()
235// 24) MBadPixelsPix::IsUnsuitable(MBadPixelsPix::kUnsuitableRun)
236// 25) MBadPixelsPix::IsUnsuitable(MBadPixelsPix::kUnreliableRun)
237// 26) MBadPixelsPix::IsUncalibrated(MBadPixelsPix::kHiGainOscillating)
238// 27) MBadPixelsPix::IsUncalibrated(MBadPixelsPix::kLoGainOscillating)
239// 28) MCalibrationChargePix::GetAbsTimeMean()
240// 29) MCalibrationChargePix::GetAbsTimeRms()
241//
242// If the flag SetFullDisplay() is set, all MHCameras will be displayed.
243// if the flag SetDataCheckDisplay() is set, only the most important ones are displayed
244// and otherwise, (default: SetNormalDisplay()), a good selection of plots is given
245//
246void MJCalibration::DisplayResult(MParList &plist)
247{
248
249 if (!fDisplay)
250 return;
251
252 //
253 // Update display
254 //
255 TString title = fDisplay->GetTitle();
256 title += "-- Calibration ";
257 title += fSequence ? Form("calib%06d", fSequence->GetSequence()) : fRuns->GetRunsAsString();
258 title += " --";
259 fDisplay->SetTitle(title);
260
261 //
262 // Get container from list
263 //
264 MGeomCam &geomcam = *(MGeomCam*)plist.FindObject("MGeomCam");
265
266 // Create histograms to display
267 MHCamera disp1 (geomcam, "Charge", "Fitted Mean Signal (Charges)");
268 MHCamera disp2 (geomcam, "SigmaCharge", "Sigma of Fitted Signal");
269 MHCamera disp3 (geomcam, "RSigma", "Reduced Sigmas");
270 MHCamera disp4 (geomcam, "RSigmaPerCharge", "Reduced Sigma per Charge");
271 MHCamera disp5 (geomcam, "NumPhes", "Number Photo-electrons");
272 MHCamera disp6 (geomcam, "ConvFADC2Phes", "Conversion Factor to Phes");
273 MHCamera disp7 (geomcam, "TotalFFactor", "Total F-Factor(F-Factor Method)");
274 MHCamera disp8 (geomcam, "CascadesQEFFactor", "Cascades QE (F-Factor Method)");
275 MHCamera disp9 (geomcam, "CascadesQEBlindPix","Cascades QE (Blind Pixel Method)");
276 MHCamera disp10(geomcam, "CascadesQEPINDiode","Cascades QE (PIN Diode Method)");
277 MHCamera disp11(geomcam, "CascadesQECombined","Cascades QE (Combined Method)");
278 MHCamera disp12(geomcam, "FFactorValid", "Pixels with valid F-Factor calibration");
279 MHCamera disp13(geomcam, "BlindPixelValid", "Pixels with valid BlindPixel calibration");
280 MHCamera disp14(geomcam, "PINdiodeValid", "Pixels with valid PINDiode calibration");
281 MHCamera disp15(geomcam, "CombinedValid", "Pixels with valid Combined calibration");
282 MHCamera disp16(geomcam, "Saturation", "Pixels with saturated Hi Gain");
283 MHCamera disp17(geomcam, "ConversionMeans", "Conversion HiGain.vs.LoGain Means");
284 MHCamera disp18(geomcam, "ConversionSigmas", "Conversion HiGain.vs.LoGain Sigmas");
285 MHCamera disp19(geomcam, "HiGainPickup", "Number Pickup events Hi Gain");
286 MHCamera disp20(geomcam, "LoGainPickup", "Number Pickup events Lo Gain");
287 MHCamera disp21(geomcam, "HiGainBlackout", "Number Blackout events Hi Gain");
288 MHCamera disp22(geomcam, "LoGainBlackout", "Number Blackout events Lo Gain");
289 MHCamera disp23(geomcam, "Excluded", "Pixels previously excluded");
290 MHCamera disp24(geomcam, "UnSuitable", "Pixels not suited for further analysis");
291 MHCamera disp25(geomcam, "UnReliable", "Pixels not reliable for further analysis");
292 MHCamera disp26(geomcam, "HiGainOscillating", "Oscillating Pixels High Gain");
293 MHCamera disp27(geomcam, "LoGainOscillating", "Oscillating Pixels Low Gain");
294 MHCamera disp28(geomcam, "AbsTimeMean", "Abs. Arrival Times");
295 MHCamera disp29(geomcam, "AbsTimeRms", "RMS of Arrival Times");
296 MHCamera disp30(geomcam, "MeanTime", "Mean Rel. Arrival Times");
297 MHCamera disp31(geomcam, "SigmaTime", "Sigma Rel. Arrival Times");
298 MHCamera disp32(geomcam, "TimeProb", "Probability of Time Fit");
299 MHCamera disp33(geomcam, "TimeNotFitValid", "Pixels with not valid fit results");
300 MHCamera disp34(geomcam, "TimeOscillating", "Oscillating Pixels");
301 MHCamera disp35(geomcam, "TotalConv", "Conversion Factor to photons");
302
303 // Fitted charge means and sigmas
304 disp1.SetCamContent(fCalibrationCam, 0);
305 disp1.SetCamError( fCalibrationCam, 1);
306 disp2.SetCamContent(fCalibrationCam, 2);
307 disp2.SetCamError( fCalibrationCam, 3);
308
309 // Reduced Sigmas and reduced sigmas per charge
310 disp3.SetCamContent(fCalibrationCam, 5);
311 disp3.SetCamError( fCalibrationCam, 6);
312 disp4.SetCamContent(fCalibrationCam, 7);
313 disp4.SetCamError( fCalibrationCam, 8);
314
315 // F-Factor Method
316 disp5.SetCamContent(fCalibrationCam, 9);
317 disp5.SetCamError( fCalibrationCam, 10);
318 disp6.SetCamContent(fCalibrationCam, 11);
319 disp6.SetCamError( fCalibrationCam, 12);
320 disp7.SetCamContent(fCalibrationCam, 13);
321 disp7.SetCamError( fCalibrationCam, 14);
322
323 // Quantum Efficiencies
324 disp8.SetCamContent (fQECam, 0 );
325 disp8.SetCamError (fQECam, 1 );
326 disp9.SetCamContent (fQECam, 2 );
327 disp9.SetCamError (fQECam, 3 );
328 disp10.SetCamContent(fQECam, 4 );
329 disp10.SetCamError (fQECam, 5 );
330 disp11.SetCamContent(fQECam, 6 );
331 disp11.SetCamError (fQECam, 7 );
332
333 // Valid flags
334 disp12.SetCamContent(fQECam, 8 );
335 disp13.SetCamContent(fQECam, 9 );
336 disp14.SetCamContent(fQECam, 10);
337 disp15.SetCamContent(fQECam, 11);
338
339 // Conversion Hi-Lo
340 disp16.SetCamContent(fCalibrationCam, 25);
341 disp17.SetCamContent(fCalibrationCam, 16);
342 disp17.SetCamError (fCalibrationCam, 17);
343 disp18.SetCamContent(fCalibrationCam, 18);
344 disp18.SetCamError (fCalibrationCam, 19);
345
346 // Pickup and Blackout
347 disp19.SetCamContent(fCalibrationCam, 21);
348 disp20.SetCamContent(fCalibrationCam, 22);
349 disp21.SetCamContent(fCalibrationCam, 23);
350 disp22.SetCamContent(fCalibrationCam, 24);
351
352 // Pixels with defects
353 disp23.SetCamContent(fCalibrationCam, 20);
354 disp24.SetCamContent(fBadPixels, 6);
355 disp25.SetCamContent(fBadPixels, 7);
356
357 // Oscillations
358 disp26.SetCamContent(fBadPixels, 10);
359 disp27.SetCamContent(fBadPixels, 11);
360
361 // Arrival Times
362 disp28.SetCamContent(fCalibrationCam, 26);
363 disp28.SetCamError( fCalibrationCam, 27);
364 disp29.SetCamContent(fCalibrationCam, 27);
365
366 disp1.SetYTitle("Q [FADC counts]");
367 disp2.SetYTitle("\\sigma_{Q} [FADC counts]");
368
369 disp3.SetYTitle("\\sqrt{\\sigma^{2}_{Q} - RMS^{2}_{Ped}} [FADC Counts]");
370 disp4.SetYTitle("Red.Sigma/<Q> [1]");
371
372 disp5.SetYTitle("Photo-electons [1]");
373 disp6.SetYTitle("Conv.Factor [PhE/FADC counts]");
374 disp7.SetYTitle("Total F-Factor [1]");
375
376 disp8.SetYTitle("QE [1]");
377 disp9.SetYTitle("QE [1]");
378 disp10.SetYTitle("QE [1]");
379 disp11.SetYTitle("QE [1]");
380
381 disp12.SetYTitle("[1]");
382 disp13.SetYTitle("[1]");
383 disp14.SetYTitle("[1]");
384 disp15.SetYTitle("[1]");
385 disp16.SetYTitle("[1]");
386
387 disp17.SetYTitle("<Q>(High)/<Q>(Low) [1]");
388 disp18.SetYTitle("\\sigma_{Q}(High)/\\sigma_{Q}(Low) [1]");
389
390 disp19.SetYTitle("[1]");
391 disp20.SetYTitle("[1]");
392 disp21.SetYTitle("[1]");
393 disp22.SetYTitle("[1]");
394 // disp23.SetYTitle("[1]");
395 // disp24.SetYTitle("[1]");
396 // disp25.SetYTitle("[1]");
397 disp26.SetYTitle("[1]");
398 disp27.SetYTitle("[1]");
399
400 disp28.SetYTitle("Mean Abs. Time [FADC slice]");
401 disp29.SetYTitle("RMS Abs. Time [FADC slices]");
402
403 disp35.SetYTitle("Conv.Factor [Ph/FADC counts]");
404
405 for (UInt_t i=0;i<geomcam.GetNumPixels();i++)
406 {
407
408 MCalibrationChargePix &pix = (MCalibrationChargePix&)fCalibrationCam[i];
409 MCalibrationQEPix &qe = (MCalibrationQEPix&) fQECam [i];
410
411 if (!pix.IsFFactorMethodValid())
412 continue;
413
414 const Float_t convphe = pix.GetMeanConvFADC2Phe();
415 const Float_t quaeff = qe.GetQECascadesFFactor(0.);
416
417 disp35.Fill(i,convphe/quaeff);
418 disp35.SetUsed(i);
419 }
420
421
422 if (fRelTimes)
423 {
424 disp30.SetCamContent(fRelTimeCam,0);
425 disp30.SetCamError( fRelTimeCam,1);
426 disp31.SetCamContent(fRelTimeCam,2);
427 disp31.SetCamError( fRelTimeCam,3);
428 disp32.SetCamContent(fRelTimeCam,4);
429 disp33.SetCamContent(fBadPixels,20);
430 disp34.SetCamContent(fBadPixels,21);
431
432 disp30.SetYTitle("Time Offset [FADC units]");
433 disp31.SetYTitle("Timing resolution [FADC units]");
434 disp32.SetYTitle("P_{Time} [1]");
435 disp33.SetYTitle("[1]");
436 disp34.SetYTitle("[1]");
437 }
438
439
440
441 if (fDisplayType == kDataCheckDisplay)
442 {
443
444 TCanvas &c1 = fDisplay->AddTab("Fit.Charge");
445 c1.Divide(3, 3);
446
447 //
448 // MEAN CHARGES
449 //
450
451 c1.cd(1);
452 gPad->SetBorderMode(0);
453 gPad->SetTicks();
454 MHCamera *obj1=(MHCamera*)disp1.DrawCopy("hist");
455 //
456 // for the datacheck, fix the ranges!!
457 //
458 // obj1->SetMinimum(fgChargeMin);
459 // obj1->SetMaximum(fgChargeMax);
460 //
461 // Set the datacheck sizes:
462 //
463 FixDataCheckHist((TH1D*)obj1);
464 obj1->SetStats(kFALSE);
465 //
466 // set reference lines
467 //
468 // DisplayReferenceLines(obj1,0);
469
470 c1.cd(4);
471 gPad->SetBorderMode(0);
472 obj1->SetPrettyPalette();
473 obj1->Draw();
474
475 c1.cd(7);
476 gPad->SetBorderMode(0);
477 gPad->SetTicks();
478 TH1D *obj2 = (TH1D*)obj1->Projection(obj1->GetName());
479 obj2->Draw();
480 obj2->SetBit(kCanDelete);
481 obj2->Fit("gaus","Q");
482 TF1 *fun2 = obj2->GetFunction("gaus");
483 fun2->SetLineColor(kYellow);
484 gPad->Modified();
485 gPad->Update();
486 TPaveStats *st = (TPaveStats*)obj2->GetListOfFunctions()->FindObject("stats");
487 st->SetY1NDC(0.55);
488 st->SetY2NDC(0.89);
489 st->SetX1NDC(0.65);
490 st->SetX2NDC(0.99);
491 gPad->Modified();
492 gPad->Update();
493 //
494 // Set the datacheck sizes:
495 //
496 FixDataCheckHist(obj2);
497 obj2->SetStats(1);
498
499 //
500 // Display the outliers as dead and noisy pixels
501 //
502 DisplayOutliers(obj2,"low-ampl.","high-ampl.");
503 TLatex flattex;
504 flattex.SetTextSize(0.07);
505 const Double_t minl = obj2->GetBinCenter(obj2->GetXaxis()->GetFirst());
506 const Double_t maxl = obj2->GetBinCenter(obj2->GetXaxis()->GetLast());
507 flattex.DrawLatex(minl+0.015*(maxl-minl),obj2->GetBinContent(obj2->GetMaximumBin())/1.35,
508 Form("Flatfield precision: %4.2f%%",
509 fun2->GetParameter(2)/fun2->GetParameter(1)*100.));
510
511 //
512 // REDUCED SIGMAS
513 //
514
515 c1.cd(2);
516 gPad->SetBorderMode(0);
517 gPad->SetTicks();
518 MHCamera *obj3=(MHCamera*)disp4.DrawCopy("hist");
519 //
520 // for the datacheck, fix the ranges!!
521 //
522 // obj3->SetMinimum(fgChargeMin);
523 // obj3->SetMaximum(fgChargeMax);
524 //
525 // Set the datacheck sizes:
526 //
527 FixDataCheckHist((TH1D*)obj3);
528 obj3->SetStats(kFALSE);
529 //
530 // set reference lines
531 //
532 // DisplayReferenceLines(obj3,0);
533
534 c1.cd(5);
535 gPad->SetBorderMode(0);
536 obj3->SetPrettyPalette();
537 obj3->Draw();
538
539 c1.cd(8);
540 gPad->SetBorderMode(0);
541 if (geomcam.InheritsFrom("MGeomCamMagic"))
542 DisplayDoubleProject(&disp4, "dead", "noisy");
543
544 //
545 // PHOTO ELECTRONS
546 //
547
548 c1.cd(3);
549 gPad->SetBorderMode(0);
550 gPad->SetTicks();
551 MHCamera *obj4=(MHCamera*)disp5.DrawCopy("hist");
552 //
553 // for the datacheck, fix the ranges!!
554 //
555 // obj3->SetMinimum(fgChargeMin);
556 // obj3->SetMaximum(fgChargeMax);
557 //
558 // Set the datacheck sizes:
559 //
560 FixDataCheckHist((TH1D*)obj4);
561 obj4->SetStats(kFALSE);
562 //
563 // set reference lines
564 //
565 // DisplayReferenceLines(obj3,0);
566
567 c1.cd(6);
568 gPad->SetBorderMode(0);
569 obj4->SetPrettyPalette();
570 obj4->Draw();
571
572 c1.cd(9);
573 gPad->SetBorderMode(0);
574 if (geomcam.InheritsFrom("MGeomCamMagic"))
575 DisplayDoubleProject(&disp5, "dead", "noisy");
576
577 //
578 // CONVERSION FACTORS
579 //
580
581 TCanvas &c2 = fDisplay->AddTab("Conversion");
582 c2.Divide(3,3);
583
584 c2.cd(1);
585 gPad->SetBorderMode(0);
586 gPad->SetTicks();
587 MHCamera *obj5=(MHCamera*)disp6.DrawCopy("hist");
588 //
589 // for the datacheck, fix the ranges!!
590 //
591 obj5->SetMinimum(fgConvFADC2PheMin);
592 obj5->SetMaximum(fgConvFADC2PheMax);
593 //
594 // Set the datacheck sizes:
595 //
596 FixDataCheckHist((TH1D*)obj5);
597 obj5->SetStats(kFALSE);
598 //
599 // set reference lines
600 //
601 DisplayReferenceLines(obj5,2);
602
603 c2.cd(4);
604 gPad->SetBorderMode(0);
605 obj5->SetPrettyPalette();
606 obj5->Draw();
607
608 c2.cd(7);
609 gPad->SetBorderMode(0);
610 if (geomcam.InheritsFrom("MGeomCamMagic"))
611 DisplayDoubleProject(&disp6, "noisy", "dead");
612
613 //
614 // QUANTUM EFFICIENCY
615 //
616
617 c2.cd(2);
618 gPad->SetBorderMode(0);
619 gPad->SetTicks();
620 MHCamera *obj6=(MHCamera*)disp8.DrawCopy("hist");
621 //
622 // for the datacheck, fix the ranges!!
623 //
624 obj6->SetMinimum(fgQEMin);
625 obj6->SetMaximum(fgQEMax);
626 //
627 // Set the datacheck sizes:
628 //
629 FixDataCheckHist((TH1D*)obj6);
630 obj6->SetStats(kFALSE);
631 //
632 // set reference lines
633 //
634 DisplayReferenceLines(obj6,0);
635
636 c2.cd(5);
637 gPad->SetBorderMode(0);
638 obj6->SetPrettyPalette();
639 obj6->Draw();
640
641 c2.cd(8);
642 gPad->SetBorderMode(0);
643 if (geomcam.InheritsFrom("MGeomCamMagic"))
644 DisplayDoubleProject(&disp8, "noisy", "dead");
645
646 //
647 // CONVERSION FADC TO PHOTONS
648 //
649
650 c2.cd(3);
651 gPad->SetBorderMode(0);
652 gPad->SetTicks();
653 MHCamera *obj7=(MHCamera*)disp35.DrawCopy("hist");
654 //
655 // for the datacheck, fix the ranges!!
656 //
657 obj7->SetMinimum(fgConvFADC2PhotMin);
658 obj7->SetMaximum(fgConvFADC2PhotMax);
659 //
660 // Set the datacheck sizes:
661 //
662 FixDataCheckHist((TH1D*)obj7);
663 obj7->SetStats(kFALSE);
664 //
665 // set reference lines
666 //
667 DisplayReferenceLines(obj7,1);
668
669 c2.cd(6);
670 gPad->SetBorderMode(0);
671 obj7->SetPrettyPalette();
672 obj7->Draw();
673 c2.cd(9);
674 gPad->SetBorderMode(0);
675 if (geomcam.InheritsFrom("MGeomCamMagic"))
676 DisplayDoubleProject(&disp35, "noisy", "dead");
677
678 //
679 // UNSUITABLE PIXELS
680 //
681 TCanvas &c4 = fDisplay->AddTab("Defect");
682 c4.Divide(2,2);
683
684 c4.cd(1);
685 gPad->SetBorderMode(0);
686 gPad->SetTicks();
687 MHCamera *obj8=(MHCamera*)disp24.DrawCopy("hist");
688 //
689 // for the datacheck, fix the ranges!!
690 //
691 const Double_t max = 11.;
692 obj8->SetMinimum(0.);
693 obj8->SetMaximum(11.);
694 //
695 // Set the datacheck sizes:
696 //
697 FixDataCheckHist((TH1D*)obj8);
698 obj8->SetStats(kFALSE);
699
700 gStyle->SetPalette(1);
701 const Int_t numcol = gStyle->GetNumberOfColors()-3;
702
703 TPaveText *pave = new TPaveText(0.0,0.0,0.99,0.99);
704 pave->SetBit(kCanDelete);
705 pave->ConvertNDCtoPad();
706 pave->SetTextSize(0.05);
707 pave->AddText(" ");
708 TText *t1 = pave->AddText(Form("Signal smaller 3 Pedestal RMS: %3i pixels",
709 CountBadPixels(&disp24,1)));
710 t1->SetTextColor(gStyle->GetColorPalette(Int_t(1./max*numcol + 1.)));
711 t1->SetTextAlign(12);
712 TText *t2 = pave->AddText(Form("%s%3i%s","Signal Rel. error too large: ",
713 CountBadPixels(&disp24,2)," pixels"));
714 t2->SetTextColor(gStyle->GetColorPalette(Int_t(2./max*numcol + 1.)));
715 t2->SetTextAlign(12);
716 TText *t3 = pave->AddText(Form("Signal Sigma smaller than Pedestal RMS: %3i pixels",
717 CountBadPixels(&disp24,3)));
718 t3->SetTextColor(gStyle->GetColorPalette(Int_t(3./max*numcol + 1.)));
719 t3->SetTextAlign(12);
720 TText *t4 = pave->AddText(Form("Low Gain Saturation: %3i pixels",
721 CountBadPixels(&disp24,4)));
722 t4->SetTextColor(gStyle->GetColorPalette(Int_t(4./max*numcol + 1.)));
723 t4->SetTextAlign(12);
724 TText *t5 = pave->AddText(Form("Mean Arr. Time In First Extraction Bin: %3i pixels",
725 CountBadPixels(&disp24,5)));
726 t5->SetTextColor(gStyle->GetColorPalette(Int_t(5./max*numcol + 1.)));
727 t5->SetTextAlign(12);
728 TText *t6 = pave->AddText(Form("Mean Arr. Time In Last 2 Extraction Bins: %3i pixels",
729 CountBadPixels(&disp24,6)));
730 t6->SetTextColor(gStyle->GetColorPalette(Int_t(6./max*numcol + 1.)));
731 t6->SetTextAlign(12);
732 TText *t7 = pave->AddText(Form("Deviating Number of Photo-electrons: %3i pixels",
733 CountBadPixels(&disp24,7)));
734 t7->SetTextColor(gStyle->GetColorPalette(Int_t(7./max*numcol + 1.)));
735 t7->SetTextAlign(12);
736 TText *t8 = pave->AddText(Form("Deviating global F-Factor: %3i pixels",
737 CountBadPixels(&disp24,8)));
738 t8->SetTextColor(gStyle->GetColorPalette(Int_t(8./max*numcol + 1.)));
739 t8->SetTextAlign(12);
740 TText *t9 = pave->AddText(Form("Deviating Number of Photons: %3i pixels",
741 CountBadPixels(&disp24,9)));
742 t9->SetTextColor(gStyle->GetColorPalette(Int_t(9./max*numcol + 1.)));
743 t9->SetTextAlign(12);
744 TText *t10= pave->AddText(Form("Previously Excluded: %3i pixels",
745 CountBadPixels(&disp24,10)));
746 t10->SetTextColor(gStyle->GetColorPalette(Int_t(10./max*numcol + 1.)));
747 t10->SetTextAlign(12);
748 pave->Draw();
749
750 c4.cd(3);
751 gPad->SetBorderMode(0);
752 obj8->Draw();
753 obj8->SetPrettyPalette();
754
755 //
756 // UNRELIABLE PIXELS
757 //
758
759 c4.cd(2);
760 gPad->SetBorderMode(0);
761 gPad->SetTicks();
762 MHCamera *obj9=(MHCamera*)disp25.DrawCopy("hist");
763 //
764 // for the datacheck, fix the ranges!!
765 //
766 const Double_t max2 = 8.;
767 obj9->SetMinimum(0.);
768 obj9->SetMaximum(max2);
769 //
770 // Set the datacheck sizes:
771 //
772 FixDataCheckHist((TH1D*)obj9);
773 obj9->SetStats(kFALSE);
774
775 gStyle->SetPalette(1);
776
777 TPaveText *pave2 = new TPaveText(0.0,0.0,0.99,0.99);
778 pave2->SetBit(kCanDelete);
779 pave2->ConvertNDCtoPad();
780 pave2->SetTextSize(0.05);
781 pave2->AddText(" ");
782 TText *tt1 = pave2->AddText(Form("High Gain Signals could not be fitted: %3i pixels",
783 CountBadPixels(&disp25,1)));
784 tt1->SetTextColor(gStyle->GetColorPalette(Int_t(1./max2*numcol + 1.)));
785 tt1->SetTextAlign(12);
786 TText *tt2 = pave2->AddText(Form("Low Gain Signals could not be fitted: %3i pixels",
787 CountBadPixels(&disp25,2)));
788 tt2->SetTextColor(gStyle->GetColorPalette(Int_t(2./max2*numcol + 1.)));
789 tt2->SetTextAlign(12);
790 TText *tt3 = pave2->AddText(Form("Relative Arr. Times could not be fitted: %3i pixels",
791 CountBadPixels(&disp25,3)));
792 tt3->SetTextColor(gStyle->GetColorPalette(Int_t(3./max2*numcol + 1.)));
793 tt3->SetTextAlign(12);
794 TText *tt4 = pave2->AddText(Form("High Gain Signals Oscillation: %3i pixels",
795 CountBadPixels(&disp25,4)));
796 tt4->SetTextColor(gStyle->GetColorPalette(Int_t(4./max2*numcol + 1.)));
797 tt4->SetTextAlign(12);
798 TText *tt5 = pave2->AddText(Form("Low Gain Signals Oscillation: %3i pixels",
799 CountBadPixels(&disp25,5)));
800 tt5->SetTextColor(gStyle->GetColorPalette(Int_t(5./max2*numcol + 1.)));
801 tt5->SetTextAlign(12);
802 TText *tt6 = pave2->AddText(Form("Relative Arr. Times Oscillation: %3i pixels",
803 CountBadPixels(&disp25,6)));
804 tt6->SetTextColor(gStyle->GetColorPalette(Int_t(6./max2*numcol + 1.)));
805 tt6->SetTextAlign(12);
806 pave2->Draw();
807
808 c4.cd(4);
809 gPad->SetBorderMode(0);
810 obj9->SetPrettyPalette();
811 obj9->Draw();
812
813 if (fRelTimes)
814 {
815 // Rel. Times
816 TCanvas &c5 = fDisplay->AddTab("Rel. Times");
817 c5.Divide(2,4);
818
819 disp30.CamDraw(c5, 1, 2, 2);
820 disp31.CamDraw(c5, 2, 2, 2);
821 }
822
823 return;
824 }
825
826 if (fDisplayType == kNormalDisplay)
827 {
828
829 // Charges
830 TCanvas &c11 = fDisplay->AddTab("Fit.Charge");
831 c11.Divide(2, 4);
832
833 disp1.CamDraw(c11, 1, 2, 5, 1);
834 disp2.CamDraw(c11, 2, 2, 5, 1);
835
836 // Reduced Sigmas
837 TCanvas &c12 = fDisplay->AddTab("Red.Sigma");
838 c12.Divide(2,4);
839
840 disp3.CamDraw(c12, 1, 2, 5, 1);
841 disp4.CamDraw(c12, 2, 2, 5, 1);
842
843 // F-Factor
844 TCanvas &c13 = fDisplay->AddTab("Phe's");
845 c13.Divide(3,4);
846
847 disp5.CamDraw(c13, 1, 3, 5, 1);
848 disp6.CamDraw(c13, 2, 3, 5, 1);
849 disp7.CamDraw(c13, 3, 3, 5, 1);
850
851 // QE's
852 TCanvas &c14 = fDisplay->AddTab("QE's");
853 c14.Divide(4,4);
854
855 disp8.CamDraw(c14, 1, 4, 5, 1);
856 disp9.CamDraw(c14, 2, 4, 5, 1);
857 disp10.CamDraw(c14, 3, 4, 5, 1);
858 disp11.CamDraw(c14, 4, 4, 5, 1);
859
860 // Defects
861 TCanvas &c15 = fDisplay->AddTab("Defect");
862 // c15.Divide(5,2);
863 c15.Divide(4,2);
864
865 /*
866 disp23.CamDraw(c15, 1, 5, 0);
867 disp24.CamDraw(c15, 2, 5, 0);
868 disp25.CamDraw(c15, 3, 5, 0);
869 disp26.CamDraw(c15, 4, 5, 0);
870 disp27.CamDraw(c15, 5, 5, 0);
871 */
872 disp24.CamDraw(c15, 1, 4, 0);
873 disp25.CamDraw(c15, 2, 4, 0);
874 disp26.CamDraw(c15, 3, 4, 0);
875 disp27.CamDraw(c15, 4, 4, 0);
876
877 // Abs. Times
878 TCanvas &c16 = fDisplay->AddTab("Abs. Times");
879 c16.Divide(2,3);
880
881 disp28.CamDraw(c16, 1, 2, 5);
882 disp29.CamDraw(c16, 2, 2, 5);
883
884 if (fRelTimes)
885 {
886 // Rel. Times
887 TCanvas &c17 = fDisplay->AddTab("Rel. Times");
888 c17.Divide(2,4);
889
890 disp30.CamDraw(c17, 1, 2, 5, 1);
891 disp31.CamDraw(c17, 2, 2, 5, 1);
892 }
893
894 return;
895 }
896
897 if (fDisplayType == kFullDisplay)
898 {
899 MHCalibrationCam *cam = (MHCalibrationCam*)plist.FindObject("MHCalibrationChargeCam");
900
901 for (Int_t sector=1;sector<cam->GetAverageSectors();sector++)
902 {
903 cam->GetAverageHiGainSector(sector).DrawClone("all");
904 cam->GetAverageLoGainSector(sector).DrawClone("all");
905 }
906
907 // Charges
908 TCanvas &c21 = fDisplay->AddTab("Fit.Charge");
909 c21.Divide(2, 4);
910
911 disp1.CamDraw(c21, 1, 2, 2, 1);
912 disp2.CamDraw(c21, 2, 2, 2, 1);
913
914 // Reduced Sigmas
915 TCanvas &c23 = fDisplay->AddTab("Red.Sigma");
916 c23.Divide(2,4);
917
918 disp3.CamDraw(c23, 1, 2, 2, 1);
919 disp4.CamDraw(c23, 2, 2, 2, 1);
920
921 // F-Factor
922 TCanvas &c24 = fDisplay->AddTab("Phe's");
923 c24.Divide(3,5);
924
925 disp5.CamDraw(c24, 1, 3, 2, 1, 1);
926 disp6.CamDraw(c24, 2, 3, 2, 1, 1);
927 disp7.CamDraw(c24, 3, 3, 2, 1, 1);
928
929 // QE's
930 TCanvas &c25 = fDisplay->AddTab("QE's");
931 c25.Divide(4,5);
932
933 disp8.CamDraw(c25, 1, 4, 2, 1, 1);
934 disp9.CamDraw(c25, 2, 4, 2, 1, 1);
935 disp10.CamDraw(c25, 3, 4, 2, 1, 1);
936 disp11.CamDraw(c25, 4, 4, 2, 1, 1);
937
938 // Validity
939 TCanvas &c26 = fDisplay->AddTab("Valid");
940 c26.Divide(4,2);
941
942 disp12.CamDraw(c26, 1, 4, 0);
943 disp13.CamDraw(c26, 2, 4, 0);
944 disp14.CamDraw(c26, 3, 4, 0);
945 disp15.CamDraw(c26, 4, 4, 0);
946
947 // Other info
948 TCanvas &c27 = fDisplay->AddTab("HiLoGain");
949 c27.Divide(3,3);
950
951 disp16.CamDraw(c27, 1, 3, 0);
952 disp17.CamDraw(c27, 2, 3, 1);
953 disp18.CamDraw(c27, 3, 3, 1);
954
955 // Pickup
956 TCanvas &c28 = fDisplay->AddTab("Pickup");
957 c28.Divide(4,2);
958
959 disp19.CamDraw(c28, 1, 4, 0);
960 disp20.CamDraw(c28, 2, 4, 0);
961 disp21.CamDraw(c28, 3, 4, 0);
962 disp22.CamDraw(c28, 4, 4, 0);
963
964 // Defects
965 TCanvas &c29 = fDisplay->AddTab("Defect");
966 // c29.Divide(5,2);
967 c29.Divide(4,2);
968
969 disp24.CamDraw(c29, 1, 4, 0);
970 disp25.CamDraw(c29, 2, 4, 0);
971 disp26.CamDraw(c29, 3, 4, 0);
972 disp27.CamDraw(c29, 4, 4, 0);
973
974 // Abs. Times
975 TCanvas &c30 = fDisplay->AddTab("Abs. Times");
976 c30.Divide(2,3);
977
978 disp28.CamDraw(c30, 1, 2, 2);
979 disp29.CamDraw(c30, 2, 2, 1);
980
981 if (fRelTimes)
982 {
983 // Rel. Times
984 TCanvas &c31 = fDisplay->AddTab("Rel. Times");
985 c31.Divide(3,5);
986
987 disp30.CamDraw(c31, 1, 3, 2, 1, 1);
988 disp31.CamDraw(c31, 2, 3, 2, 1, 1);
989 disp32.CamDraw(c31, 3, 3, 4, 1, 1);
990
991 // Time Defects
992 TCanvas &c32 = fDisplay->AddTab("Time Def.");
993 c32.Divide(2,2);
994
995 disp33.CamDraw(c32, 1, 2, 0);
996 disp34.CamDraw(c32, 2, 2, 0);
997
998 MHCalibrationCam *cam = (MHCalibrationCam*)plist.FindObject("MHCalibrationRelTimeCam");
999
1000 for (Int_t sector=1;sector<cam->GetAverageSectors();sector++)
1001 {
1002 cam->GetAverageHiGainSector(sector).DrawClone("fourierevents");
1003 cam->GetAverageLoGainSector(sector).DrawClone("fourierevents");
1004 }
1005
1006 }
1007
1008 return;
1009 }
1010}
1011
1012
1013void MJCalibration::DisplayReferenceLines(MHCamera *cam, const Int_t what) const
1014{
1015
1016 const MGeomCam *geom = cam->GetGeometry();
1017
1018 Double_t x = geom->InheritsFrom("MGeomCamMagic") ? 397 : cam->GetNbinsX() ;
1019
1020 TLine line;
1021 line.SetLineStyle(kDashed);
1022 line.SetLineWidth(3);
1023 line.SetLineColor(kBlue);
1024
1025 TLine *l1 = NULL;
1026
1027 if (what == 0)
1028 l1 = line.DrawLine(0, fgRefQEInner, x, fgRefQEInner);
1029 else if (what == 1)
1030 l1 = line.DrawLine(0, fgRefConvFADC2PhotInner, x, fgRefConvFADC2PhotInner);
1031 else if (what == 2)
1032 l1 = line.DrawLine(0, fgRefConvFADC2PheInner, x, fgRefConvFADC2PheInner );
1033
1034 if (geom->InheritsFrom("MGeomCamMagic"))
1035 {
1036 const Double_t x2 = cam->GetNbinsX();
1037
1038 switch (what)
1039 {
1040 case 0:
1041 line.DrawLine(x2, fgRefQEOuter, 398, fgRefQEOuter);
1042 break;
1043 case 1:
1044 line.DrawLine(x2, fgRefConvFADC2PhotOuter, 398, fgRefConvFADC2PhotOuter );
1045 break;
1046 case 2:
1047 line.DrawLine(x2, fgRefConvFADC2PheOuter, 398, fgRefConvFADC2PheOuter);
1048 break;
1049 }
1050 }
1051
1052 TLegend *leg = new TLegend(what ? 0.2 : 0.6,0.75,what ? 0.5 : 0.9 ,0.85);
1053 leg->SetBit(kCanDelete);
1054 leg->AddEntry(l1, "Reference","l");
1055 leg->Draw();
1056}
1057
1058void MJCalibration::DisplayOutliers(TH1D *hist, const char* whatsmall, const char* whatbig) const
1059{
1060
1061 const Float_t mean = hist->GetFunction("gaus")->GetParameter(1);
1062 const Float_t lolim = mean - 4.0*hist->GetFunction("gaus")->GetParameter(2);
1063 const Float_t uplim = mean + 4.0*hist->GetFunction("gaus")->GetParameter(2);
1064 const Stat_t dead = hist->Integral(0,hist->FindBin(lolim)-1);
1065 const Stat_t noisy = hist->Integral(hist->FindBin(uplim)+1,hist->GetNbinsX()+1);
1066
1067 const Double_t max = hist->GetBinContent(hist->GetMaximumBin());
1068
1069 const Double_t minl = hist->GetBinCenter(hist->GetXaxis()->GetFirst());
1070 const Double_t maxl = hist->GetBinCenter(hist->GetXaxis()->GetLast());
1071
1072 TLatex deadtex;
1073 deadtex.SetTextSize(0.07);
1074 deadtex.DrawLatex(minl+0.015*(maxl-minl),max/1.1,
1075 Form("%3i %s pixels",(Int_t)dead,whatsmall));
1076
1077 TLatex noisytex;
1078 noisytex.SetTextSize(0.07);
1079 noisytex.DrawLatex(minl+0.015*(maxl-minl),max/1.2,
1080 Form("%3i %s pixels",(Int_t)noisy,whatbig));
1081
1082}
1083
1084void MJCalibration::FixDataCheckHist(TH1D *hist) const
1085{
1086
1087 hist->SetDirectory(NULL);
1088
1089 //
1090 // set the labels bigger
1091 //
1092 TAxis *xaxe = hist->GetXaxis();
1093 TAxis *yaxe = hist->GetYaxis();
1094
1095 xaxe->CenterTitle();
1096 yaxe->CenterTitle();
1097 xaxe->SetTitleSize(0.06);
1098 yaxe->SetTitleSize(0.06);
1099 xaxe->SetTitleOffset(0.8);
1100 yaxe->SetTitleOffset(0.85);
1101 xaxe->SetLabelSize(0.05);
1102 yaxe->SetLabelSize(0.05);
1103
1104}
1105
1106const Int_t MJCalibration::CountBadPixels ( MHCamera *cam , const Int_t what ) const
1107{
1108
1109 Int_t cnt = 0;
1110
1111 for (UInt_t pix=0; pix<cam->GetNumPixels();pix++)
1112 if ((Int_t)cam->GetPixContent(pix) == what)
1113 cnt++;
1114
1115 return cnt;
1116}
1117
1118
1119// --------------------------------------------------------------------------
1120//
1121// Find the colour of the pulsing LED:
1122// - If the run number is smaller than gkIFAEBoxInaugurationRun, take MCalibrationCam::kCT1
1123// - Otherwise find the colour out of the run name
1124// - If no colour is found, return kFALSE
1125//
1126Bool_t MJCalibration::FindColor()
1127{
1128 if (fSequence)
1129 {
1130 fColor = MCalibrationCam::kCT1;
1131 return kTRUE;
1132 }
1133
1134 const UInt_t nruns = fRuns->GetNumRuns();
1135 if (nruns == 0)
1136 return kFALSE;
1137
1138 fRuns->Reset();
1139
1140 TString filenames;
1141 while (!(filenames=((MDirIter*)fRuns)->Next()).IsNull())
1142 {
1143 MCalibrationCam::PulserColor_t newcolor = MCalibrationCam::kNONE;
1144
1145 TString number = filenames(TRegexp("[0-9]+_._.+[.]root$"));
1146 Int_t num = atoi(number.Data());
1147
1148 if (num<gkIFAEBoxInaugurationRun)
1149 newcolor = MCalibrationCam::kCT1;
1150
1151 switch (num)
1152 {
1153 case 26402:
1154 newcolor = MCalibrationCam::kBLUE;
1155 break;
1156
1157 case 30090:
1158 case 20660:
1159 case 20661:
1160 case 26408:
1161 case 26409:
1162 case 26412:
1163 case 26568:
1164 case 26924:
1165 newcolor = MCalibrationCam::kGREEN;
1166 break;
1167
1168 case 27474:
1169 newcolor = MCalibrationCam::kNONE;
1170 *fLog << "Sorry, run 27474 was taken with CLOSED LIDS. It should not be used! " << endl;
1171 return kFALSE;
1172
1173 default:
1174 if (filenames.Contains("green",TString::kIgnoreCase))
1175 newcolor = MCalibrationCam::kGREEN;
1176 if (filenames.Contains("blue",TString::kIgnoreCase))
1177 newcolor = MCalibrationCam::kBLUE;
1178 if (filenames.Contains("uv",TString::kIgnoreCase))
1179 newcolor = MCalibrationCam::kUV;
1180 if (filenames.Contains("ct1",TString::kIgnoreCase))
1181 newcolor = MCalibrationCam::kCT1;
1182 }
1183
1184 if (newcolor==MCalibrationCam::kNONE)
1185 {
1186 *fLog << err << "No color found for " << filenames << "... abort." << endl;
1187 return kFALSE;
1188 }
1189
1190 if (fColor == MCalibrationCam::kNONE)
1191 fColor = newcolor;
1192
1193 if (fColor != newcolor)
1194 {
1195 *fLog << err << "Color mismatch found in " << filenames << "... abort." << endl;
1196 return kFALSE;
1197 }
1198 }
1199
1200 *fLog << inf << "Found color: ";
1201 switch (fColor)
1202 {
1203 case MCalibrationCam::kBLUE: *fLog << "kBLUE"; break;
1204 case MCalibrationCam::kGREEN: *fLog << "kGREEN"; break;
1205 case MCalibrationCam::kUV: *fLog << "kUV"; break;
1206 case MCalibrationCam::kCT1: *fLog << "kCT1"; break;
1207 default: *fLog << "<none>"; break;
1208 }
1209 *fLog << endl;
1210
1211 if (fColor!=MCalibrationCam::kNONE)
1212 return kTRUE;
1213
1214 *fLog << "No colour found in: " << fRuns->GetRunsAsString() << "... abort." << endl;
1215 return kFALSE;
1216}
1217
1218// --------------------------------------------------------------------------
1219//
1220// Retrieve the output file written by WriteResult()
1221//
1222const char* MJCalibration::GetOutputFile() const
1223{
1224 if (fSequence)
1225 return Form("%s/calib%06d.root", (const char*)fOutputPath, fSequence->GetSequence());
1226 if (!fRuns)
1227 return "";
1228
1229 return Form("%s/%s-F1.root", (const char*)fOutputPath, (const char*)fRuns->GetRunsAsFileName());
1230}
1231
1232Bool_t MJCalibration::IsUseBlindPixel() const
1233{
1234 return TESTBIT(fDevices,kUseBlindPixel);
1235}
1236
1237Bool_t MJCalibration::IsUsePINDiode() const
1238{
1239 return TESTBIT(fDevices,kUsePINDiode);
1240}
1241
1242void MJCalibration::SetEnv(const char *env)
1243{
1244 if (fEnv)
1245 delete fEnv;
1246 fEnv = new TEnv(env);
1247}
1248
1249void MJCalibration::CheckEnv()
1250{
1251 if (!fEnv)
1252 return;
1253
1254 TString e1 = fEnv->GetValue("MJCalibration.OutputPath", "");
1255 if (!e1.IsNull())
1256 {
1257 e1.ReplaceAll("\015", "");
1258 SetOutputPath(e1);
1259 }
1260
1261 TString col = fEnv->GetValue("MJCalibration.Color", "");
1262 if (!col.IsNull())
1263 {
1264 }
1265
1266 TString dis = fEnv->GetValue("MJCalibration.Display", "");
1267 if (dis.BeginsWith("Full", TString::kIgnoreCase))
1268 SetFullDisplay();
1269 if (dis.BeginsWith("DataCheck", TString::kIgnoreCase))
1270 SetDataCheckDisplay();
1271 if (dis.BeginsWith("Normal", TString::kIgnoreCase))
1272 SetNormalDisplay();
1273
1274 SetRelTimeCalibration(fEnv->GetValue("MJCalibration.RelTimeCalibration", fRelTimes));
1275 SetDataCheck(fEnv->GetValue("MJCalibration.Datacheck", fDataCheck));
1276 SetDebug(fEnv->GetValue("MJCalibration.Debug", fDebug));
1277 SetUseBlindPixel(fEnv->GetValue("MJCalibration.UseBlindPixel", IsUseBlindPixel()));
1278 SetUsePINDiode(fEnv->GetValue("MJCalibration.UsePINDiode", IsUsePINDiode()));
1279}
1280
1281// --------------------------------------------------------------------------
1282//
1283// Call the ProcessFile(MPedestalCam)
1284//
1285Bool_t MJCalibration::Process(MPedestalCam &pedcam)
1286{
1287 if (!ReadCalibrationCam())
1288 return ProcessFile(pedcam);
1289
1290 return kTRUE;
1291}
1292
1293void MJCalibration::InitBlindPixel(MExtractBlindPixel &blindext,
1294 MHCalibrationChargeBlindCam &blindcam)
1295{
1296
1297 Int_t run = fSequence ? fSequence->GetLastRun() : fRuns->GetRuns()[fRuns->GetNumRuns()-1];
1298
1299 //
1300 // Initialize the blind pixel. Unfortunately, there is a hardware difference
1301 // in the first blind pixel until run "gkSecondBlindPixelInstallation" and the
1302 // later setup. The first needs to use a filter because of the length of
1303 // spurious NSB photon signals. The latter get better along extracting the amplitude
1304 // from a small window.
1305 //
1306 if (run < gkSecondBlindPixelInstallation)
1307 {
1308
1309 MCalibrationChargeBlindCamOneOldStyle blindresults;
1310 blindresults.Copy(fCalibrationBlindCam);
1311
1312 blindext.SetExtractionType(MExtractBlindPixel::kIntegral);
1313 blindext.SetExtractionType(MExtractBlindPixel::kFilter);
1314 blindext.SetRange(10,19,0,6);
1315 blindext.SetNSBFilterLimit(70);
1316 blindcam.SetFitFunc( MHCalibrationChargeBlindPix::kEPoisson5 );
1317 }
1318 else if (run < gkThirdBlindPixelInstallation)
1319 {
1320
1321 MCalibrationChargeBlindCamTwoNewStyle blindresults;
1322 blindresults.Copy(fCalibrationBlindCam);
1323
1324 blindext.SetNumBlindPixels(blindresults.GetNumBlindPixels());
1325 for (UInt_t i=0;i<blindresults.GetNumBlindPixels();i++)
1326 blindext.SetBlindPixelIdx(blindresults[i].GetPixId(),i);
1327
1328 blindext.SetExtractionType(MExtractBlindPixel::kAmplitude);
1329 blindext.SetExtractionType(MExtractBlindPixel::kFilter);
1330 blindext.SetRange(5,8,0,2);
1331 blindext.SetNSBFilterLimit(38);
1332
1333 }
1334 else
1335 {
1336 *fLog << err << "Third blind pixel installation not yet completed, check your run number!!! " << endl;
1337 }
1338
1339}
1340
1341// --------------------------------------------------------------------------
1342//
1343// Execute the task list and the eventloop:
1344//
1345// - Check if there are fRuns, otherwise return
1346// - Check the colour of the files in fRuns (FindColor()), otherwise return
1347// - Check for consistency between run numbers and number of files
1348// - Add fRuns to MReadMarsFile
1349// - Put into MParList:
1350// 1) MPedestalCam (pedcam)
1351// 2) MCalibrationQECam (fQECam)
1352// 3) MCalibrationChargeCam (fCalibrationCam)
1353// 4) MCalibrationRelTimeCam (fRelTimeCam) (only if flag fRelTimes is chosen)
1354// 5) MBadPixelsCam (fBadPixels)
1355// 6) MCalibrationChargePINDiode
1356// 7) MCalibrationChargeBlindPix
1357// - Put into the MTaskList:
1358// 1) MReadMarsFile
1359// 2) MBadPixelsMerge
1360// 3) MGeomApply
1361// 4) MExtractor
1362// 5) MExtractPINDiode
1363// 6) MExtractBlindPixel
1364// 7) MExtractTime (only if flag fRelTimes is chosen)
1365// 8) MContinue(MFCosmics)
1366// 9) MFillH("MHCalibrationChargePINDiode", "MExtractedSignalPINDiode")
1367// 10) MFillH("MHCalibrationChargeBlindCam", "MExtractedSignalBlindPixel")
1368// 11) MFillH("MHCalibrationChargeCam", "MExtractedSignalCam")
1369// 12) MFillH("MHCalibrationChargeCam", "MExtractedSignalCam")
1370// 13) MCalibrationChargeCalc
1371// 14) MFillH("MHCalibrationRelTimeCam", "MArrivalTimeCam") (only if flag fRelTimes is chosen)
1372// 15) MCalibrationRelTimeCalc
1373// - Execute MEvtLoop
1374// - DisplayResult()
1375// - WriteResult()
1376//
1377Bool_t MJCalibration::ProcessFile(MPedestalCam &pedcam)
1378{
1379 if (!fRuns && !fSequence)
1380 {
1381 *fLog << err << "No Runs choosen... abort." << endl;
1382 return kFALSE;
1383 }
1384
1385 if (!fSequence && fRuns->GetNumRuns() != fRuns->GetNumEntries())
1386 {
1387 *fLog << err << "Number of files found doesn't match number of runs... abort."
1388 << fRuns->GetNumRuns() << " vs. " << fRuns->GetNumEntries() << endl;
1389 return kFALSE;
1390 }
1391
1392 *fLog << inf;
1393 fLog->Separator(GetDescriptor());
1394
1395 if (!FindColor())
1396 return kFALSE;
1397
1398 *fLog << "Calculate MCalibrationCam from ";
1399 if (fSequence)
1400 *fLog << "Sequence #" << fSequence->GetSequence() << endl;
1401 else
1402 *fLog << "Runs " << fRuns->GetRunsAsString() << endl;
1403 *fLog << endl;
1404
1405 CheckEnv();
1406
1407 // Setup Tasklist
1408 MParList plist;
1409 MTaskList tlist;
1410 plist.AddToList(&tlist);
1411
1412 MReadMarsFile read("Events");
1413 MRawFileRead rawread(NULL);
1414
1415 MDirIter iter;
1416 if (fSequence)
1417 fSequence->SetupCalRuns(iter);
1418
1419 if (fDataCheck)
1420 {
1421 rawread.AddFiles(fSequence ? iter : *fRuns);
1422 tlist.AddToList(&rawread);
1423 }
1424 else
1425 {
1426 read.DisableAutoScheme();
1427 read.AddFiles(fSequence ? iter : *fRuns);
1428 tlist.AddToList(&read);
1429 }
1430
1431 MHCalibrationChargeCam chargecam;
1432 MHCalibrationChargeBlindCam blindcam;
1433
1434 plist.AddToList(&pedcam);
1435 plist.AddToList(&chargecam);
1436 plist.AddToList(&blindcam);
1437 plist.AddToList(&fBadPixels);
1438 plist.AddToList(&fQECam);
1439 plist.AddToList(&fCalibrationCam);
1440 plist.AddToList(&fCalibrationBlindCam);
1441 plist.AddToList(&fCalibrationPINDiode);
1442 plist.AddToList(&fRelTimeCam);
1443
1444 MGeomApply apply;
1445 MBadPixelsMerge merge(&fBadPixels);
1446 MExtractPINDiode pinext;
1447 MExtractBlindPixel blindext;
1448
1449 InitBlindPixel(blindext, blindcam);
1450
1451 MExtractSlidingWindow extract2;
1452 MExtractTimeFastSpline timespline;
1453 MCalibrationChargeCalc calcalc;
1454 MCalibrationRelTimeCalc timecalc;
1455
1456 if (!fSequence)
1457 {
1458 calcalc.SetOutputPath(fOutputPath);
1459 calcalc.SetOutputFile(Form("%s-ChargeCalibStat.txt",(const char*)fRuns->GetRunsAsFileName()));
1460 }
1461
1462 if (fDebug)
1463 {
1464 chargecam.SetDebug();
1465 calcalc.SetDebug();
1466 }
1467
1468 //
1469 // As long as there are no DM's, have to colour by hand
1470 //
1471 chargecam.SetColor (fColor);
1472 calcalc.SetPulserColor(fColor);
1473
1474 MFillH fillpin("MHCalibrationChargePINDiode", "MExtractedSignalPINDiode");
1475 MFillH fillbnd("MHCalibrationChargeBlindCam", "MExtractedSignalBlindPixel");
1476 MFillH fillcam("MHCalibrationChargeCam", "MExtractedSignalCam");
1477 MFillH filltme("MHCalibrationRelTimeCam", "MArrivalTimeCam");
1478 fillpin.SetNameTab("PINDiode");
1479 fillbnd.SetNameTab("BlindPix");
1480 fillcam.SetNameTab("Charge");
1481 filltme.SetNameTab("RelTimes");
1482
1483 TString drawoption;
1484
1485 if (fDisplayType == kDataCheckDisplay)
1486 drawoption += "datacheck";
1487 if (fDisplayType == kFullDisplay)
1488 drawoption += " all";
1489
1490 fillcam.SetDrawOption(drawoption.Data());
1491 fillbnd.SetDrawOption(drawoption.Data());
1492 fillpin.SetDrawOption(drawoption.Data());
1493 filltme.SetDrawOption(drawoption.Data());
1494
1495 //
1496 // Apply a filter against cosmics
1497 // (will have to be needed in the future
1498 // when the calibration hardware-trigger is working)
1499 //
1500 MFCosmics cosmics;
1501 MContinue cont(&cosmics);
1502
1503 tlist.AddToList(&merge);
1504 tlist.AddToList(&apply);
1505
1506 MTaskEnv taskenv("ExtractSignal");
1507 taskenv.SetDefault(fExtractor ? fExtractor : &extract2);
1508
1509 tlist.AddToList(&taskenv);
1510 tlist.AddToList(&pinext);
1511 tlist.AddToList(&blindext);
1512
1513 MTaskEnv taskenv2("ExtractTime");
1514 taskenv2.SetDefault(fTimeExtractor ? fTimeExtractor : &timespline);
1515
1516 if (fRelTimes)
1517 tlist.AddToList(&taskenv2);
1518
1519 if (fColor == MCalibrationCam::kCT1)
1520 tlist.AddToList(&cont);
1521
1522 tlist.AddToList(&fillcam);
1523
1524 if (fRelTimes)
1525 {
1526 tlist.AddToList(&filltme);
1527 tlist.AddToList(&timecalc);
1528 }
1529
1530 if (IsUseBlindPixel())
1531 tlist.AddToList(&fillbnd);
1532 if (IsUsePINDiode())
1533 tlist.AddToList(&fillpin);
1534
1535 tlist.AddToList(&calcalc);
1536
1537 // Create and setup the eventloop
1538 MEvtLoop evtloop(fName);
1539 evtloop.SetParList(&plist);
1540 evtloop.SetDisplay(fDisplay);
1541 evtloop.SetLogStream(fLog);
1542 if (fEnv)
1543 evtloop.ReadEnv(*fEnv);
1544
1545 // Execute first analysis
1546 if (!evtloop.Eventloop())
1547 {
1548 *fLog << err << GetDescriptor() << ": Failed." << endl;
1549 return kFALSE;
1550 }
1551
1552 tlist.PrintStatistics();
1553
1554 //
1555 // The next lines are necessary in order to avoid that
1556 // the last entry drawn by MFillH gets deleted again from
1557 // the display. No idea where this comes from...
1558 //
1559 if (fDisplay)
1560 {
1561 if (IsUsePINDiode())
1562 {
1563 MHCalibrationChargePINDiode *pin =
1564 (MHCalibrationChargePINDiode*)plist.FindObject("MHCalibrationChargePINDiode");
1565 pin->DrawClone(Form("nonew %s",drawoption.Data()));
1566 }
1567 else if (IsUseBlindPixel())
1568 {
1569 MHCalibrationChargeBlindCam *cam =
1570 (MHCalibrationChargeBlindCam*)plist.FindObject("MHCalibrationChargeBlindCam");
1571 cam->DrawClone(Form("nonew %s",drawoption.Data()));
1572 }
1573 else if (fRelTimes)
1574 {
1575 MHCalibrationRelTimeCam *cam =
1576 (MHCalibrationRelTimeCam*)plist.FindObject("MHCalibrationRelTimeCam");
1577 cam->DrawClone(Form("nonew %s",drawoption.Data()));
1578 }
1579 else
1580 {
1581 MHCalibrationChargeCam *cam =
1582 (MHCalibrationChargeCam*)plist.FindObject("MHCalibrationChargeCam");
1583 cam->DrawClone(Form("nonew %s",drawoption.Data()));
1584 }
1585 }
1586
1587 DisplayResult(plist);
1588
1589 if (!WriteResult())
1590 return kFALSE;
1591
1592 *fLog << inf << GetDescriptor() << ": Done." << endl;
1593
1594 return kTRUE;
1595}
1596
1597// --------------------------------------------------------------------------
1598//
1599// Read the following containers from GetOutputFile()
1600// - MCalibrationChargeCam
1601// - MCalibrationQECam
1602// - MBadPixelsCam
1603//
1604Bool_t MJCalibration::ReadCalibrationCam()
1605{
1606 const TString fname = GetOutputFile();
1607
1608 if (gSystem->AccessPathName(fname, kFileExists))
1609 {
1610 *fLog << err << "Input file " << fname << " doesn't exist." << endl;
1611 return kFALSE;
1612 }
1613
1614 *fLog << inf << "Reading from file: " << fname << endl;
1615
1616 TFile file(fname, "READ");
1617 if (fCalibrationCam.Read()<=0)
1618 {
1619 *fLog << err << "Unable to read MCalibrationChargeCam from " << fname << endl;
1620 return kFALSE;
1621 }
1622
1623 if (fQECam.Read()<=0)
1624 {
1625 *fLog << err << "Unable to read MCalibrationQECam from " << fname << endl;
1626 return kFALSE;
1627 }
1628
1629
1630 if (file.FindKey("MCalibrationRelTimeCam"))
1631 if (fRelTimeCam.Read()<=0)
1632 {
1633 *fLog << err << "Unable to read MCalibrationRelTimeCam from " << fname << endl;
1634 return kFALSE;
1635 }
1636
1637 if (file.FindKey("MBadPixelsCam"))
1638 {
1639 MBadPixelsCam bad;
1640 if (bad.Read()<=0)
1641 {
1642 *fLog << err << "Unable to read MBadPixelsCam from " << fname << endl;
1643 return kFALSE;
1644 }
1645 fBadPixels.Merge(bad);
1646 }
1647
1648 if (fDisplay /*&& !fDisplay->GetCanvas("Pedestals")*/) // FIXME!
1649 fDisplay->Read();
1650
1651 return kTRUE;
1652}
1653
1654
1655// --------------------------------------------------------------------------
1656//
1657// Set the path for output files, written by WriteResult()
1658//
1659void MJCalibration::SetOutputPath(const char *path)
1660{
1661 fOutputPath = path;
1662 if (fOutputPath.EndsWith("/"))
1663 fOutputPath = fOutputPath(0, fOutputPath.Length()-1);
1664}
1665
1666// --------------------------------------------------------------------------
1667//
1668// Set the useage of the Blind Pixel device
1669//
1670void MJCalibration::SetUseBlindPixel(const Bool_t b)
1671{
1672 b ? SETBIT(fDevices,kUseBlindPixel) : CLRBIT(fDevices,kUseBlindPixel);
1673}
1674
1675// --------------------------------------------------------------------------
1676//
1677// Set the useage of the PIN Diode device
1678//
1679void MJCalibration::SetUsePINDiode(const Bool_t b)
1680{
1681 b ? SETBIT(fDevices,kUsePINDiode) : CLRBIT(fDevices,kUsePINDiode);
1682}
1683
1684// --------------------------------------------------------------------------
1685//
1686// Write the result into the output file GetOutputFile(), if fOutputPath exists.
1687//
1688// The following containers are written:
1689// - MStatusDisplay
1690// - MCalibrationChargeCam
1691// - MCalibrationChargeBlindPix
1692// - MCalibrationQECam
1693// - MBadPixelsCam
1694//
1695Bool_t MJCalibration::WriteResult()
1696{
1697 if (fOutputPath.IsNull())
1698 return kTRUE;
1699
1700 const TString oname(GetOutputFile());
1701
1702 *fLog << inf << "Writing to file: " << oname << endl;
1703
1704 TFile file(oname, "RECREATE");
1705
1706 *fLog << inf << " - MStatusDisplay..." << flush;
1707 if (fDisplay && fDisplay->Write()<=0)
1708 {
1709 *fLog << err << "Unable to write MStatusDisplay to " << oname << endl;
1710 return kFALSE;
1711 }
1712 *fLog << inf << "ok." << endl;
1713
1714 *fLog << inf << " - MCalibrationChargeCam..." << flush;
1715 if (fCalibrationCam.Write()<=0)
1716 {
1717 *fLog << err << "Unable to write MCalibrationChargeCam to " << oname << endl;
1718 return kFALSE;
1719 }
1720 *fLog << inf << "ok." << endl;
1721
1722 *fLog << inf << " - MCalibrationChargeBlindCam..." << flush;
1723 if (fCalibrationBlindCam.Write()<=0)
1724 {
1725 *fLog << err << "Unable to write MCalibrationChargeBlindCam to " << oname << endl;
1726 return kFALSE;
1727 }
1728 *fLog << inf << "ok." << endl;
1729
1730 *fLog << inf << " - MCalibrationChargePINDiode..." << flush;
1731 if (fCalibrationPINDiode.Write()<=0)
1732 {
1733 *fLog << err << "Unable to write MCalibrationChargePINDiode to " << oname << endl;
1734 return kFALSE;
1735 }
1736 *fLog << inf << "ok." << endl;
1737
1738 *fLog << inf << " - MCalibrationQECam..." << flush;
1739 if (fQECam.Write()<=0)
1740 {
1741 *fLog << err << "Unable to write MCalibrationQECam to " << oname << endl;
1742 return kFALSE;
1743 }
1744 *fLog << inf << "ok." << endl;
1745
1746 *fLog << inf << " - MBadPixelsCam..." << flush;
1747 if (fBadPixels.Write()<=0)
1748 {
1749 *fLog << err << "Unable to write MBadPixelsCam to " << oname << endl;
1750 return kFALSE;
1751 }
1752 *fLog << inf << "ok." << endl;
1753
1754 if (fRelTimes)
1755 {
1756 *fLog << inf << " - MCalibrationRelTimeCam..." << flush;
1757 if (fRelTimeCam.Write()<=0)
1758 {
1759 *fLog << err << "Unable to write MCalibrationRelTimeCam to " << oname << endl;
1760 return kFALSE;
1761 }
1762 *fLog << inf << "ok." << endl;
1763 }
1764
1765 return kTRUE;
1766
1767}
1768
1769void MJCalibration::DisplayDoubleProject(MHCamera *cam, const char* whatsmall, const char* whatbig) const
1770{
1771
1772 TArrayI inner(1);
1773 inner[0] = 0;
1774
1775 TArrayI outer(1);
1776 outer[0] = 1;
1777
1778 TArrayI s0(6);
1779 s0[0] = 6;
1780 s0[1] = 1;
1781 s0[2] = 2;
1782 s0[3] = 3;
1783 s0[4] = 4;
1784 s0[5] = 5;
1785
1786 TArrayI s1(3);
1787 s1[0] = 6;
1788 s1[1] = 1;
1789 s1[2] = 2;
1790
1791 TArrayI s2(3);
1792 s2[0] = 3;
1793 s2[1] = 4;
1794 s2[2] = 5;
1795
1796 TVirtualPad *pad = gPad;
1797 pad->Divide(2,1);
1798
1799 TH1D *inout[2];
1800 inout[0] = cam->ProjectionS(s0, inner, "Inner");
1801 inout[1] = cam->ProjectionS(s0, outer, "Outer");
1802 FixDataCheckHist(inout[0]);
1803 FixDataCheckHist(inout[1]);
1804
1805 inout[0]->SetTitle(Form("%s %s",cam->GetTitle(),"Inner"));
1806 inout[1]->SetTitle(Form("%s %s",cam->GetTitle(),"Outer"));
1807
1808 for (int i=0; i<2; i++)
1809 {
1810 pad->cd(i+1);
1811 gPad->SetBorderMode(0);
1812 gPad->SetTicks();
1813
1814 inout[i]->SetDirectory(NULL);
1815 inout[i]->SetLineColor(kRed+i);
1816 inout[i]->SetBit(kCanDelete);
1817 inout[i]->Draw();
1818 inout[i]->Fit("gaus", "Q");
1819 gPad->Modified();
1820 gPad->Update();
1821 TPaveStats *st = (TPaveStats*)inout[i]->GetListOfFunctions()->FindObject("stats");
1822 st->SetY1NDC(0.6);
1823 st->SetY2NDC(0.9);
1824 st->SetX1NDC(0.55);
1825 st->SetX2NDC(0.99);
1826 gPad->Modified();
1827 gPad->Update();
1828
1829 TLegend *leg2 = new TLegend(0.55,0.4,0.99,0.6);
1830 //
1831 // Display the outliers as dead and noisy pixels
1832 //
1833 DisplayOutliers(inout[i],whatsmall,whatbig);
1834
1835 //
1836 // Display the two half of the camera separately
1837 //
1838 TH1D *half[2];
1839 half[0] = cam->ProjectionS(s1, i==0 ? inner : outer , "Sector 6-1-2");
1840 half[1] = cam->ProjectionS(s2, i==0 ? inner : outer , "Sector 3-4-5");
1841
1842 for (int j=0; j<2; j++)
1843 {
1844 half[j]->SetLineColor(kRed+i+2*j+1);
1845 half[j]->SetDirectory(NULL);
1846 half[j]->SetBit(kCanDelete);
1847 half[j]->Draw("same");
1848 leg2->AddEntry(half[j], half[j]->GetName(), "l");
1849 }
1850 leg2->Draw();
1851 }
1852}
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