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source: fact/tools/rootmacros/PulseTemplates/FCalcPulseTemplate.C@ 13636

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Last change on this file since 13636 was 13465, checked in by Jens Buss, 13 years ago
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File size: 68.1 KB

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1	/******************** FPulseTemplate *********************
2	* read FACT raw data
3	* remove spikes
4	* calculate baseline
5	* find peaks (CFD and normal discriminator)
6	* compute pulse height and pulse integral spektrum of the peaks
7	+ search for Peaks in data
8	+ put peaks into different histos depending und Amplitude
9	+ draw histos for single, double, tripple, ....above 100mV Photonpulses
10	+ draw Parameterdevelopment depending on photon quantity
11	+ form a template (shape depending on number of photons)
12	so it can be used for detection of other peaks
13	*************************************************************/
14
15	//----------------------------------------------------------------------------
16	// root libraries
17	//----------------------------------------------------------------------------
18
19	#include <TROOT.h>
20	#include <TCanvas.h>
21	#include <TProfile.h>
22	#include <TTimer.h>
23	#include <TH1F.h>
24	#include <TH2F.h>
25	#include <Getline.h>
26	#include <TLine.h>
27	#include <TBox.h>
28	#include <TMath.h>
29	#include <TFile.h>
30	#include <TStyle.h>
31	#include <TString.h>
32	#include <TProfile.h>
33
34	#include <stdio.h>
35	#include <stdint.h>
36	#include <cstdio>
37	#include <iostream>
38	#include <fstream>
39	using namespace std;
40
41	#define NPIX 1440
42	#define NCELL 1024
43	#define FAD_MAX_SAMPLES 1024
44	#define MAX_PULS_ORDER 1
45	#define HAVE_ZLIB
46
47	//----------------------------------------------------------------------------
48	// rootmacros
49	//----------------------------------------------------------------------------
50
51	#include "../fits.h"
52
53	#include "../openFits.h"
54	#include "../openFits.c"
55
56	#include "../discriminator.h"
57	#include "../discriminator.C"
58	#include "../zerosearch.h"
59	#include "../zerosearch.C"
60	#include "../factfir.C"
61
62	#include "../DrsCalibration.C"
63	#include "../DrsCalibration.h"
64
65	#include "../SpikeRemoval.h"
66	#include "../SpikeRemoval.C"
67
68	//----------------------------------------------------------------------------
69	// Decleration of global variables
70	//----------------------------------------------------------------------------
71
72	bool breakout=false;
73
74	int gNEvents;
75	vector<int16_t> AllPixelDataVector;
76	vector<int16_t> StartCellVector;
77	unsigned int CurrentEventID;
78	size_t PXLxROI;
79	UInt_t gRegionOfInterest;
80	UInt_t NumberOfPixels;
81	TString histotitle;
82
83	size_t TriggerOffsetROI, RC;
84	size_t drs_n;
85	vector<float> drs_basemean;
86	vector<float> drs_gainmean;
87	vector<float> drs_triggeroffsetmean;
88
89	vector<float> Ameas(FAD_MAX_SAMPLES); // copy of the data (measured amplitude
90	vector<float> Vcorr(FAD_MAX_SAMPLES); // corrected Values
91	vector<float> Vslide(FAD_MAX_SAMPLES); // sliding average result
92	vector<float> Vcfd(FAD_MAX_SAMPLES); // CDF result
93	vector<float> Vcfd2(FAD_MAX_SAMPLES); // CDF result + 2nd sliding average
94
95	float gGainMean = 9;
96	float gBSLMean = 0;
97
98	typedef struct{
99	double maxAmpl;
100	int countOfMax;
101	} OverlayMaximum;
102
103	//typedef struct{
104	// TString name;
105	// TString title;
106	// TString xTitle;
107	// TString yTitle;
108	// float yMax;
109	// float yMin;
110	//} histAttrib_t;
111
112	//histAttrib_t* gHistoAttrib[MAX_PULS_ORDER];
113	//histAttrib_t* gMaximumAttrib[MAX_PULS_ORDER];
114	//histAttrib_t* gMaxGausAttrib[MAX_PULS_ORDER];
115	//histAttrib_t* gProfileAttrib[MAX_PULS_ORDER];
116
117
118	// histograms
119	const int Number_Of_Debug_Histo_Types = 7;
120
121	const unsigned int
122	Ameas_ = 0,
123	N1mean_ = 1,
124	Vcorr_ = 2,
125	Vtest_ = 3,
126	Vslide_ = 4,
127	Vcfd_ = 5,
128	Vcfd2_ = 6;
129
130	//const char* gHistoTypes[8] = {
131	// "hPixelOverlay",
132	// "hPixelMax",
133	// "hPixelEdgeOverlay",
134	// "hPixelProfile",
135	// "hAllPixelOverlay",
136	// "hAllPixelMax",
137	// "hAllPixelMaxGaus",
138	// "hAllPixelProfile"
139	//};
140
141	//----------------------------------------------------------------------------
142	// Initialisation of histograms
143	//----------------------------------------------------------------------------
144
145	// Temporary Objects
146	TH1F* debugHistos = NULL;
147	TH2F* hOverlayTemp = NULL;
148	TH1F* hMaximumTemp = NULL;
149	TH1D* hProjPeak = NULL;
150	TH1F* hTesthisto = NULL;
151	TH2F* hTesthisto2 = NULL;
152
153	//Pixelwise Histograms
154	TH2F* hPixelOverlay[MAX_PULS_ORDER]= {NULL};//histogrammm for overlay of detected Peaks
155	TH2F* hPixelEdgeOverlay[MAX_PULS_ORDER] = {NULL};
156	TProfile* hPixelProfile[MAX_PULS_ORDER] = {NULL};//histogrammm for Profile of detected Peaks
157	TProfile* hPixelProfile2[MAX_PULS_ORDER] = {NULL};//histogrammm for Profile of detected Peaks
158	TH1F* hPixelMax[MAX_PULS_ORDER] = {NULL};
159	TH1F* hPixelMedian[MAX_PULS_ORDER] = {NULL};
160	TH1F* hPixelMean[MAX_PULS_ORDER] = {NULL};
161
162	//All Pixel Histograms
163	TH2F* hAllPixelOverlay[MAX_PULS_ORDER] = {NULL};
164	TProfile* hAllPixelProfile[MAX_PULS_ORDER] = {NULL};
165	TProfile* hAllPixelProfile2[MAX_PULS_ORDER] = {NULL};
166	TH1F* hAllPixelMax[MAX_PULS_ORDER] = {NULL};
167	TH1F* hAllPixelMedian[MAX_PULS_ORDER] = {NULL};
168	TH1F* hAllPixelMean[MAX_PULS_ORDER] = {NULL};
169	TH2F* hAllPixelEdgeOverlay[MAX_PULS_ORDER] = {NULL};
170
171	//Histogram Parameters
172	Int_t gPixelOverlayXaxisLeft = 0;
173	Int_t gPixelOverlayXaxisRight = 0;
174
175	//Root-File Objects
176	TObjArray* hList = NULL;
177	TObjArray* hAllPixelList = NULL;
178	TObjArray* hRootList = NULL;
179
180	//Canvases
181	TCanvas* cgpPixelPulses[MAX_PULS_ORDER] = {NULL};
182	TCanvas* cgpAllPixelPulses[MAX_PULS_ORDER] = {NULL};
183	TCanvas* cgpTestHistos = NULL;
184	//TCanvas* gpcDevelopment = NULL;
185
186	//----------------------------------------------------------------------------
187	// Functions
188	//----------------------------------------------------------------------------
189
190	void BookHistos(int );
191	void BookPixelHistos(int );
192	void BookTestHistos( int );
193
194	void DeletePixelHistos(int );
195	void SaveHistograms( const char, const char, TObjArray*, int );
196
197	void FillHistograms(vector<Region>*, int, int, int);
198	void DrawPulseHistograms(int, int);
199	void DrawMaximumHistograms( int, int );
200	void DrawTestHistograms( int);
201
202	void PlotPulseShapeOfMaxPropability(unsigned int, int, int);
203	void FitMaxPropabilityPuls( TH1F* , int );
204
205	Double_t MedianOfH1( TH1 *h1 );
206	void PlotMedianEachSliceOfPulse(unsigned int, int, int);
207
208	void UpdateCanvases( int, int);
209	void DeletePixelCanvases( int );
210
211	void CreateRootFile(const char*, int );
212	TFile OpenRootFile(const char, int );
213	void CloseRootFile(TFile *tf);
214
215	TString CreateSubDirName(int); //creates a String containing the path to the subdirectory in root file
216	TString CreateSubDirName(const char* );
217
218	void WritePixelTemplateToCsv( TString, const char, const char, int, int);
219	void WriteAllPixelTemplateToCsv( TString, const char, const char, int);
220	//void SetHistogrammSettings( const char*, int, int , int);
221	//void CreatePulseCanvas( TCanvas* , unsigned int, const char* , const char, const char, int);
222	//void DeletePulseCanvas( TCanvas* , unsigned int);
223
224
225	//----------------------------------------------------------------------------
226	//----------------------------------------------------------------------------
227	// MAIN - Funtion
228	//----------------------------------------------------------------------------
229	//----------------------------------------------------------------------------
230	int FCalcPulseTemplate(
231	char* datafilename = "../data/2011/11/09/20111109_006.fits.gz",
232	const char* drsfilename = "../data/2011/11/09/20111109_003.drs.fits.gz",
233	const char* OutRootFileName = "../analysis/FPulseTemplate/20111109_006/20111109_006.pulses.root",
234	const char* OutPutPath = "../analysis/FPulseTemplate/20111109_006/Templates/",
235	bool ProduceGraphic = false,
236	int refresh_rate = 500, //refresh rate for canvases
237	bool spikeDebug = false,
238	bool debugPixel = false,
239	bool fitdata = false,
240	int verbosityLevel = 0, // different verbosity levels can be implemented here
241	int firstevent = 0,
242	int nevents = -1,
243	int firstpixel = 0,
244	int npixel = -1,
245	int sampleSetSize = 36,
246	int AmplWindowWidth = 14, //Width of Window for selection of pulses to histograms
247	float GainMean = 8,
248	float BSLMean = -1, //4 Histogramms will be drawn, decide how far pulsehights differ from eachother
249	int avg1 = 8,
250	int avg2 = 8,
251	int OverlayWindowLeft = 70,
252	int OverlayWindowRight = 230
253	)
254	{
255	gGainMean = GainMean;
256	gBSLMean = BSLMean;
257	//----------------------------------------------------------------------------
258	// Save-Root-File Settings
259	//----------------------------------------------------------------------------
260	CreateRootFile( OutRootFileName, verbosityLevel );
261
262
263	//----------------------------------------------------------------------------
264	// root global Settings
265	//----------------------------------------------------------------------------
266
267	gPixelOverlayXaxisLeft = OverlayWindowLeft;
268	gPixelOverlayXaxisRight = OverlayWindowRight;
269
270	gStyle->SetPalette(1,0);
271	gROOT->SetStyle("Plain");
272	// gPad->SetGrid();
273
274	for (
275	int pulse_order = MAX_PULS_ORDER - 1;
276	pulse_order >= 0 ;
277	pulse_order--
278	)
279	{
280	TString cName ="cgpPixelPulses";
281	cName += pulse_order;
282	TString cTitle ="Pulses of Order: ";
283	cTitle += pulse_order;
284	cgpPixelPulses[pulse_order] = new TCanvas(cName,cTitle, 0,pulse_order*20,800,800);
285	cgpPixelPulses[pulse_order]->Divide(2, 2);
286	cName = "cgpAllPixelPulses";
287	cName += pulse_order;
288	cTitle ="AllPixel average of puls shapes of Order: ";
289	cTitle += pulse_order;
290	cgpAllPixelPulses[pulse_order] = new TCanvas( cName, cTitle, 801, pulse_order*20, 800, 800 );
291	cgpAllPixelPulses[pulse_order]->Divide(2, 2);
292	}
293
294	// Create (pointer to) Canvases, which are used in every run,
295	// also in 'non-debug' runs
296	// Canvases only need if spike Debug, but I want to deklare
297	// the pointers anyway ...
298
299	TCanvas *cFiltered = NULL;
300	if (spikeDebug)
301	{
302	cFiltered = new TCanvas("cFiltered","filtered DRS Waveforms", 1,310,400,300);
303	cFiltered->Divide(1, 3);
304	}
305
306	cgpTestHistos = new TCanvas( "cgpTestHistos", "Test Histograms", 801, 0, 800, 800 );
307	cgpTestHistos->Divide(2,0);
308	//-----------------------------------------------------------------------------
309	// Filter-Settings
310	//-----------------------------------------------------------------------------
311	// CFD filter settings
312	int k_cfd = 10;
313	vector<double> a_cfd(k_cfd, 0);
314	double b_cfd = 1.;
315	a_cfd[0]=-0.75;
316	a_cfd[k_cfd-1]=1.;
317
318	//-----------------------------------------------------------------------------
319	// prepare datafile
320	//-----------------------------------------------------------------------------
321
322	// Open the data file
323
324	fits * datafile;
325	// Opens the raw data file and 'binds' the variables given as
326	// Parameters to the data file. So they are filled with
327	// raw data as soon as datafile->GetRow(int) is called.
328	gNEvents = openDataFits(
329	datafilename,
330	&datafile,
331	AllPixelDataVector,
332	StartCellVector,
333	CurrentEventID,
334	gRegionOfInterest,
335	NumberOfPixels,
336	PXLxROI,
337	verbosityLevel
338	);
339
340	if (gNEvents == 0)
341	{
342	cout << "return code of OpenDataFile:" << datafilename<< endl;
343	cout << "is zero -> aborting." << endl;
344	return 1;
345	}
346
347	if (verbosityLevel > 0)
348	{
349	cout << endl <<"number of events in file: "<< gNEvents << "\t";
350	}
351
352	if ( nevents == -1 \|\| nevents > gNEvents ) nevents = gNEvents; // -1 means all!
353
354	if (verbosityLevel > 0)
355	{
356	cout <<"of, which "<< nevents << " will be processed"<< endl;
357	cout <<"Total # of Pixel: "<< NumberOfPixels << "\t";
358	}
359
360	if ( npixel == -1 \|\| npixel > (int)NumberOfPixels ) npixel = (int)NumberOfPixels; // -1 means all!
361
362	if (verbosityLevel > 0)
363	{
364	cout <<"of, which "<< npixel << " will be processed"<< endl;
365	}
366
367	//Get the DRS calibration
368	RC = openCalibFits(
369	drsfilename,
370	drs_basemean,
371	drs_gainmean,
372	drs_triggeroffsetmean,
373	TriggerOffsetROI
374	);
375
376	if (RC == 0)
377	{
378	cout << "return code of openCalibFits:" << drsfilename << endl;
379	cout << "is zero -> aborting." << endl;
380	return 1;
381	}
382
383	// Book the histograms
384	BookHistos(verbosityLevel );
385	BookTestHistos( verbosityLevel );
386	//-------------------------------------
387	// Loop over Pixel Sets
388	//-------------------------------------
389	for ( int firstPixelOfSample = firstpixel;
390	firstPixelOfSample < firstpixel + npixel;
391	firstPixelOfSample += sampleSetSize )
392	{
393
394	if (verbosityLevel >= 0)
395	{
396	cout << "------------------------------------------------" << endl
397	<< "...processing Sample from Pixel: "
398	<< firstPixelOfSample;
399	<< "to Pixel: "
400	<< firstPixelOfSample+sampleSetSize-1 << endl;
401	}
402	BookPixelHistos(verbosityLevel );
403
404	//--------------------------------------------------------------------
405	// Loops over Every Event of Pixel
406	//--------------------------------------------------------------------
407	for ( int ev = firstevent; ev < firstevent + nevents; ev++)
408	{
409	// Get an Event --> consists of 1440 Pixel ...erm....data
410	datafile->GetRow( ev );
411
412	if (verbosityLevel > 0)
413	{
414	cout << "-------------------------------------" << endl
415	<< "...processing Event: " << CurrentEventID
416	<< "/" << nevents << " of Pixel: " << pixel << endl;
417	}
418
419	//--------------------------------------------------------------------
420	// Loops over every Pixel of a Set of Pixels
421	//--------------------------------------------------------------------
422	for ( int pixel = firstPixelOfSample;
423	pixel < sampleSetSize \|\| pixel < firstpixel + npixel;
424	pixel++ )
425	{
426	if (verbosityLevel > 0)
427	{
428	cout << "-------------------------------------" << endl
429	<< "...processing Pixel: " << pixel
430	<< "/" << nPixelSample << endl;
431	}
432
433	//-------------------------------------
434	// Apply Calibration
435	//-------------------------------------
436	if (verbosityLevel > 2) cout << "...applying DrsCalibration";
437	applyDrsCalibration(
438	Ameas,
439	pixel,
440	12,
441	12,
442	drs_basemean,
443	drs_gainmean,
444	drs_triggeroffsetmean,
445	gRegionOfInterest,
446	AllPixelDataVector,
447	StartCellVector
448	);
449	if (verbosityLevel > 2) cout << "...done " << endl;
450
451	//-------------------------------------
452	// Apply Filters
453	//-------------------------------------
454	// finds spikes in the raw data, and interpolates the value
455	// spikes are: 1 or 2 slice wide, positive non physical artifacts
456	if (verbosityLevel > 2) cout << "...removeing Spikes";
457	removeSpikes (Ameas, Vcorr);
458	if (verbosityLevel > 2) cout << "...done " << endl;
459
460	// filter Vcorr with sliding average using FIR filter function
461	if (verbosityLevel > 2) cout << "...applying sliding average filter";
462	sliding_avg(Vcorr, Vslide, avg1);
463	if (verbosityLevel > 2) cout << "...done " << endl;
464
465	// filter Vslide with CFD using FIR filter function
466	if (verbosityLevel > 2) cout << "...apllying factfir filter";
467	factfir(b_cfd , a_cfd, k_cfd, Vslide, Vcfd);
468	if (verbosityLevel > 2) cout << "...done " << endl;
469
470	// filter Vcfd with sliding average using FIR filter function
471	if (verbosityLevel > 2) cout << "...applying 2nd sliding average filter";
472	sliding_avg(Vcfd, Vcfd2, avg2);
473	if (verbosityLevel > 2) cout << "...done " << endl;
474
475	//-------------------------------------
476	// Search vor Zero crossings
477	//-------------------------------------
478	if (verbosityLevel > 2) cout << endl << "...searching zero crossings" ;
479	// peaks in Ameas[] are found by searching for zero crossings
480	// in Vcfd2
481	// first Argument 1 means ... rising edge
482	// second Argument 1 means ... search with stepsize 1 ... 10 is okay as well
483	vector<Region>* pZXings = zerosearch( Vcfd2 , 1 , 8);
484	// pZXings means "zero cross ings"
485	EnlargeRegion(*pZXings, 10, 10);
486	findAbsMaxInRegions(*pZXings, Vslide);
487	removeMaximaBelow( *pZXings, 3.0);
488	removeRegionWithMaxOnEdge( *pZXings, 2);
489	removeRegionOnFallingEdge( *pZXings, 100);
490	findTimeOfHalfMaxLeft(*pZXings, Vcorr, gBSLMean, 5, 10, verbosityLevel );
491	if (verbosityLevel > 2) cout << "...done" << endl;
492
493	//-----------------------------------------------------------------------------
494	// Fill Overlay Histos
495	//-----------------------------------------------------------------------------
496	FillHistograms(pZXings, AmplWindowWidth, ev, verbosityLevel );
497
498	//-----------------------------------------------------------------------------
499	// Spike Debug
500	//-----------------------------------------------------------------------------
501	if ( spikeDebug )
502	{
503	// TODO do this correct. The vectors should be the rigt ones... this is just luck
504	debugHistos[Ameas_].GetXaxis()->Set(Ameas.size() , -0.5 , Ameas.size()-0.5);
505	debugHistos[Vcorr_].GetXaxis()->Set(Ameas.size() , -0.5 , Ameas.size()-0.5);
506	debugHistos[Vslide_].GetXaxis()->Set(Ameas.size() , -0.5 , Ameas.size()-0.5);
507	debugHistos[Vcfd_].GetXaxis()->Set(Ameas.size() , -0.5 , Ameas.size()-0.5);
508	debugHistos[Vcfd2_].GetXaxis()->Set(Ameas.size() , -0.5 , Ameas.size()-0.5);
509
510	for ( unsigned int sl = 0; sl < gRegionOfInterest; sl++)
511	{
512	debugHistos[Ameas_].SetBinContent(sl, Ameas[sl]);
513	debugHistos[Vcorr_].SetBinContent(sl, Vcorr[sl]);
514	debugHistos[Vslide_].SetBinContent( sl, Vslide[sl] );
515	debugHistos[Vcfd_].SetBinContent( sl, Vcfd[sl] );
516	debugHistos[Vcfd2_].SetBinContent( sl, Vcfd2[sl] );
517	}
518
519
520	cFiltered->cd(1);
521	gPad->SetGrid();
522	debugHistos[Ameas_].Draw();
523
524	cFiltered->cd(2);
525	gPad->SetGrid();
526	debugHistos[Vcorr_].Draw();
527
528	cFiltered->cd(3);
529	gPad->SetGrid();
530	debugHistos[Vslide_].Draw();
531
532	TBox *OneBox;
533	vector<TBox*> MyBoxes;
534	for (unsigned int i=0; i<pZXings->size(); i++){
535	OneBox = new TBox(
536	pZXings->at(i).maxPos -10 ,
537	pZXings->at(i).maxVal -0.5,
538	pZXings->at(i).maxPos +10 ,
539	pZXings->at(i).maxVal +0.5);
540	OneBox->SetLineColor(kBlue);
541	OneBox->SetLineWidth(1);
542	OneBox->SetFillStyle(0);
543	OneBox->SetFillColor(kRed);
544	MyBoxes.push_back(OneBox);
545	OneBox->Draw();
546	}
547
548	// cFiltered->cd(3);
549	// gPad->SetGrid();
550	// debugHistos[Vcfd2_].Draw();
551	// TLine *zeroline = new TLine(0, 0, 1024, 0);
552	// zeroline->SetLineColor(kBlue);
553	// zeroline->Draw();
554
555	cFiltered->Update();
556
557
558	//Process gui events asynchronously during input
559	TTimer timer("gSystem->ProcessEvents();", 50, kFALSE);
560	timer.TurnOn();
561	TString input = Getline("Type 'q' to exit, <return> to go on: ");
562	timer.TurnOff();
563	if (input=="q\n") {
564	breakout=true;
565	}
566
567	//TODO!!!!!!!!!
568	// do some Garbage collection ...
569	// all the Objects on the heap should be deleted here.
570
571	}// end of if(spikeDebug)
572
573	delete pZXings;
574	if (breakout) break;
575	//-------------------------------------
576	// Draw 1. Set of Pixel Histograms
577	//-------------------------------------
578	if ((ev % refresh_rate) == 0)
579	{
580	DrawPulseHistograms(
581	verbosityLevel,
582	MAX_PULS_ORDER
583	);
584	DrawTestHistograms(
585	verbosityLevel
586	);
587	if (ProduceGraphic)
588	{
589	UpdateCanvases(
590	verbosityLevel,
591	MAX_PULS_ORDER
592	);
593	}
594	}
595
596	if (breakout) break;
597
598	if (verbosityLevel > 2)
599	{
600	cout << endl << "-------------------------------------"<< endl;
601	}
602
603
604
605
606	}//End of Loop over Sample
607	//-------------------------------------
608	// end of Loops over Sample
609	//-------------------------------------
610
611	}//End of Loop over Events
612	//-------------------------------------
613	// end of Loops over Events
614	//-------------------------------------
615
616
617
618
619	//-------------------------------------
620	// Histogramms of Maximas in Overlay Spectra
621	//-------------------------------------
622
623	PlotPulseShapeOfMaxPropability(
624	MAX_PULS_ORDER,
625	fitdata,
626	verbosityLevel
627	);
628
629	for (unsigned int pulse_order = 0 ; pulse_order < max_pulse_order ; pulse_order ++)
630	{
631	if (verbosityLevel > 2) cout << "\t...plotting most probable pulse of"
632	<< "pulse order " << pulse_order;
633	PlotMedianEachSliceOfPulse(
634	hPixelOverlay[pulse_order],
635	hPixelMedian[pulse_order],
636	fitdata,
637	verbosityLevel
638	);
639
640	PlotMeanEachSliceOfPulse(
641	hPixelOverlay[pulse_order],
642	hPixelMean[pulse_order],
643	fitdata,
644	verbosityLevel
645	);
646	}
647	WritePixelTemplateToCsv(
648	OutPutPath,
649	"PulseTemplate_PointSet",
650	"Maximum",
651	pixel,
652	verbosityLevel
653	);
654
655	if (verbosityLevel > 2) cout << "...done" << endl;
656	//here is what happends at the end of each loop over all pixels
657	//Save Histograms of Pixel into Output rootfile
658	DrawPulseHistograms(
659	verbosityLevel,
660	MAX_PULS_ORDER
661	);
662
663	DrawMaximumHistograms(
664	verbosityLevel,
665	MAX_PULS_ORDER
666	);
667
668	if (ProduceGraphic)
669	{
670	UpdateCanvases(
671	verbosityLevel,
672	MAX_PULS_ORDER
673	);
674	}
675
676	// SaveHistograms(
677	// OutRootFileName,
678	// CreateSubDirName(pixel),
679	// hList,
680	// verbosityLevel
681	// );
682
683	if (debugPixel)
684	{
685	//Process gui events asynchronously during input
686	cout << endl;
687	TTimer timer("gSystem->ProcessEvents();", 50, kFALSE);
688	timer.TurnOn();
689	TString input = Getline("Type 'q' to exit, <return> to go on: ");
690	timer.TurnOff();
691	if (input=="q\n") {
692	break;
693	}
694	}
695
696	DeletePixelHistos(verbosityLevel);
697
698	if (verbosityLevel > 2)
699	{
700	cout << endl << "...End of Pixel"
701	<< endl << "------------------------------------------------"
702	<< endl;
703	}
704	}
705	// End of Loop over all Pixels
706
707	//-------------------------------------
708	// Draw Histograms
709	//-------------------------------------
710
711	SaveHistograms( //save histograms of all pixel into output root file
712	OutRootFileName,
713	CreateSubDirName("All"),
714	hAllPixelList,
715	verbosityLevel
716	);
717
718	// SaveHistograms( //save histograms of generell results into output root file
719	// OutRootFileName,
720	// "root",
721	// hRootList,
722	// verbosityLevel
723	// );
724
725
726
727	if (ProduceGraphic)
728	{
729	UpdateCanvases(
730	verbosityLevel,
731	MAX_PULS_ORDER
732	);
733	}
734
735	WriteAllPixelTemplateToCsv(
736	OutPutPath,
737	"PulseTemplate_PointSet",
738	"Maximum",
739	verbosityLevel
740	);
741
742	DeletePixelCanvases( verbosityLevel );
743	return( 0 );
744	}
745	//----------------------------------------------------------------------------
746	// end of main function
747	//-----------------------------------------------------------------------------
748
749
750
751
752	//-----------------------------------------------------------------------------
753	// Funktions
754	//-----------------------------------------------------------------------------
755
756	/*
757	ich erzeuge sowas wie 36 pixel mit ca 20 Histogrammen pro pixel
758	wie viel speicher braucht das?
759	Ich brauche eine möglichkeit jedes dieser histogramme zu identifizieren
760	am besten ein array oder eine liste oder einen abstracten datentyp mit den histogrammen als attribute.
761	ne klasse wäre super
762
763	*/
764	void
765	BookPixelHistos(
766	int sampleSize,
767
768	int verbosityLevel
769	)
770	{
771	if (verbosityLevel > 2) cout << endl << "...book pixel histograms" << endl;
772	hList = new TObjArray;
773
774	TString histoname;
775	for (int order = 0; order < MAX_PULS_ORDER; order ++)
776	{
777	// SetHistogramAttributes(
778	// "PeakOverlay",
779	// order,
780	// gOverlayAttrib,
781	// MaxAmplOfFirstPulse
782	// );
783	histoname = "hPixelOverlay";
784	histoname += order;
785	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
786	hPixelOverlay[order] = new TH2F(
787	histoname,
788	"Overlay of detected pulses of one pulse order for one Pixel",
789	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
790	(-1*gPixelOverlayXaxisLeft)-0.5,
791	gPixelOverlayXaxisRight-0.5 ,
792	512,
793	-55.5,
794	200.5
795	);
796	hPixelOverlay[order]->SetAxisRange(
797	gBSLMean - 5,
798	(gGainMean*(order+1)) + 10,
799	"Y");
800	hPixelOverlay[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
801	hPixelOverlay[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
802	//hPixelProfile->SetBit(TH2F::kCanRebin);
803	hList->Add( hPixelOverlay[order] );
804
805	//------------------------------------------------------------------------
806	// SetHistogramAttributes(
807	// "PeakMaximum",
808	// order,
809	// gMaximumAttrib,
810	// MaxAmplOfFirstPulse
811	// );
812	histoname = "hPixelMax";
813	histoname += order;
814	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
815	hPixelMax[order] = new TH1F(
816	histoname,
817	"Maximum value of each slice in overlay plot",
818	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
819	(-1*gPixelOverlayXaxisLeft)-0.5,
820	gPixelOverlayXaxisRight-0.5
821	);
822	hPixelMax[order]->SetAxisRange(
823	gBSLMean - 5,
824	(gGainMean*(order+1)) + 10,
825	"Y");
826	hPixelMax[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
827	hPixelMax[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
828	hList->Add( hPixelMax[order] );
829
830	//------------------------------------------------------------------------
831	// SetHistogramAttributes(
832	// "PeakMaximum",
833	// order,
834	// gMaximumAttrib,
835	// MaxAmplOfFirstPulse
836	// );
837	histoname = "hPixelMedian";
838	histoname += order;
839	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
840	hPixelMedian[order] = new TH1F(
841	histoname,
842	"Median of each slice in overlay plot",
843	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
844	(-1*gPixelOverlayXaxisLeft)-0.5,
845	gPixelOverlayXaxisRight-0.5
846	);
847	hPixelMedian[order]->SetAxisRange(
848	gBSLMean - 5,
849	(gGainMean*(order+1)) + 10,
850	"Y");
851	hPixelMedian[order]->SetLineColor(kRed);
852	hPixelMedian[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
853	hPixelMedian[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
854	hList->Add( hPixelMedian[order] );
855
856	//------------------------------------------------------------------------
857	// SetHistogramAttributes(
858	// "PeakMaximum",
859	// order,
860	// gMaximumAttrib,
861	// MaxAmplOfFirstPulse
862	// );
863	histoname = "hPixelMean";
864	histoname += order;
865	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
866	hPixelMean[order] = new TH1F(
867	histoname,
868	"Mean of each slice in overlay plot",
869	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
870	(-1*gPixelOverlayXaxisLeft)-0.5,
871	gPixelOverlayXaxisRight-0.5
872	);
873	hPixelMean[order]->SetAxisRange(
874	gBSLMean - 5,
875	(gGainMean*(order+1)) + 10,
876	"Y");
877	hPixelMean[order]->SetLineColor(kBlue);
878	hPixelMean[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
879	hPixelMean[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
880	hList->Add( hPixelMean[order] );
881
882	//------------------------------------------------------------------------
883	// SetHistogramAttributes(
884	// "PeakMaxGaus",
885	// order,
886	// gMaxGausAttrib,
887	// MaxAmplOfFirstPulse
888	// );
889	histoname = "hPixelEdgeOverlay";
890	histoname += order;
891	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
892	hPixelEdgeOverlay[order] = new TH2F(
893	histoname,
894	"Overlay at rising edge of detected pulses of one pulse order for one Pixel ",
895	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
896	(-1*gPixelOverlayXaxisLeft)-0.5,
897	gPixelOverlayXaxisRight-0.5 ,
898	512,
899	-55.5,
900	200.5
901	);
902
903	hPixelEdgeOverlay[order]->SetAxisRange(
904	gBSLMean - 5,
905	(gGainMean*(order+1)) + 10,
906	"Y");
907	hPixelEdgeOverlay[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
908	hPixelEdgeOverlay[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
909	hList->Add( hPixelEdgeOverlay[order] );
910
911	//------------------------------------------------------------------------
912	// SetHistogramAttributes(
913	// "PeakProfile",
914	// order,
915	// gProfileAttrib,
916	// MaxAmplOfFirstPulse
917	// );
918	histoname = "hPixelProfile";
919	histoname += order;
920	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
921	hPixelProfile[order] = new TProfile(
922	histoname,
923	"Mean value of each slice in overlay plot (Tprofile)",
924	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,//nbinsx
925	(-1*gPixelOverlayXaxisLeft)-0.5, //xlow
926	gPixelOverlayXaxisRight-0.5 , //xup
927	// 512, //nbinsy
928	-55.5, //ylow
929	300.5, //yup
930	"s"); //option
931	hPixelProfile[order]->SetAxisRange(
932	gBSLMean - 5,
933	(gGainMean*(order+1)) + 10,
934	"Y");
935	hPixelProfile[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
936	hPixelProfile[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
937	//hPixelProfile->SetBit(TH2F::kCanRebin);
938	hList->Add( hPixelProfile[order] );
939
940
941	//------------------------------------------------------------------------
942	// SetHistogramAttributes(
943	// "PeakProfile",
944	// order,
945	// gProfileAttrib,
946	// MaxAmplOfFirstPulse
947	// );
948	histoname = "hPixelProfile2";
949	histoname += order;
950	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
951	hPixelProfile2[order] = new TProfile(
952	histoname,
953	"Mean value of each slice in overlay plot (Tprofile)",
954	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,//nbinsx
955	(-1*gPixelOverlayXaxisLeft)-0.5, //xlow
956	gPixelOverlayXaxisRight-0.5 , //xup
957	// 512, //nbinsy
958	-55.5, //ylow
959	300.5, //yup
960	"s"); //option
961	hPixelProfile2[order]->SetLineColor(kRed);
962	hPixelProfile2[order]->SetAxisRange(
963	gBSLMean - 5,
964	(gGainMean*(order+1)) + 10,
965	"Y");
966	hPixelProfile2[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
967	hPixelProfile2[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
968	//hPixelProfile->SetBit(TH2F::kCanRebin);
969
970
971
972
973	}
974	if (verbosityLevel > 2) cout << "...done" << endl;
975	}
976	//end of BookPixelHistos
977	//----------------------------------------------------------------------------
978
979
980	void DeletePixelHistos( int verbosityLevel )
981	{
982	if (verbosityLevel > 2) cout << endl << "...delete current pixel histograms" ;
983	for (int order = 0; order < MAX_PULS_ORDER; order ++)
984	{
985	if (verbosityLevel > 3) cout << endl << "...deleting hPixelOverlay" << order;
986	delete hPixelOverlay[order];
987	if (verbosityLevel > 3) cout << endl << "...deleting hPixelMax" << order;
988	delete hPixelMax[order];
989	if (verbosityLevel > 3) cout << endl << "...deleting hPixelMedian" << order;
990	delete hPixelMedian[order];
991	if (verbosityLevel > 3) cout << endl << "...deleting hPixelMean" << order;
992	delete hPixelMean[order];
993	if (verbosityLevel > 3) cout << endl << "...deleting hPixelEdgeOverlay" << order;
994	delete hPixelEdgeOverlay[order];
995	if (verbosityLevel > 3) cout << endl << "...deleting hPixelProfile" << order;
996	delete hPixelProfile[order];
997	if (verbosityLevel > 3) cout << endl << "...deleting hPixelProfile2" << order;
998	delete hPixelProfile2[order];
999	}
1000	if (verbosityLevel > 3) cout << endl << "...deleting hList";
1001	delete hList;
1002	if (verbosityLevel > 2) cout << endl << "...done" << endl;
1003	}
1004	//end of DeletePixelHistos
1005	//----------------------------------------------------------------------------
1006
1007	void BookTestHistos( int verbosityLevel )
1008	{
1009	if (verbosityLevel > 2) cout << endl << "...book pixel histograms" << endl;
1010
1011	hTesthisto = new TH1F (
1012	"hTesthisto",
1013	"Deviation of rising edge and maximum",
1014	600,
1015	-10.1,
1016	10.1
1017	);
1018	hTesthisto->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1019	hTesthisto->GetYaxis()->SetTitle( "counts" );
1020
1021	hTesthisto2 = new TH2F (
1022	"hTesthisto2",
1023	"Deviation of rising edge and maximum by event #",
1024	gNEvents,
1025	250,
1026	800,
1027	600,
1028	-10.1,
1029	10.1
1030	);
1031	// hTesthisto2->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1032	// hTesthisto2->GetYaxis()->SetTitle( "counts" );
1033	// hTesthisto2->SetMarkerStyle( 2 );
1034
1035	if (verbosityLevel > 2) cout << "...done" << endl;
1036	}
1037	//end of BookTestHistos
1038	//----------------------------------------------------------------------------
1039
1040	void BookHistos( int verbosityLevel )
1041	{
1042	if (verbosityLevel > 2) cout << endl << "...book histograms" << endl;
1043	hAllPixelList = new TObjArray;
1044	hRootList = new TObjArray;
1045	debugHistos = new TH1F[ Number_Of_Debug_Histo_Types ];
1046	for ( int type = 0; type < Number_Of_Debug_Histo_Types; type++){
1047	debugHistos[ type ].SetBins(1024, 0, 1024);
1048	debugHistos[ type ].SetLineColor(1);
1049	debugHistos[ type ].SetLineWidth(2);
1050	debugHistos[ type ].SetStats(false);
1051
1052	// set X axis paras
1053	debugHistos[ type ].GetXaxis()->SetLabelSize(0.08);
1054	debugHistos[ type ].GetXaxis()->SetTitleSize(0.08);
1055	debugHistos[ type ].GetXaxis()->SetTitleOffset(1.0);
1056	debugHistos[ type ].GetXaxis()->SetTitle(Form("Time slice [%.1f ns/slice]", 1./2.));
1057
1058	// set Y axis paras
1059	debugHistos[ type ].GetYaxis()->SetLabelSize(0.08);
1060	debugHistos[ type ].GetYaxis()->SetTitleSize(0.08);
1061	debugHistos[ type ].GetYaxis()->SetTitleOffset(0.3);
1062	debugHistos[ type ].GetYaxis()->SetTitle("Amplitude [mV]");
1063	}
1064
1065	// All Pixel Histograms
1066	//------------------------------------------------------------------------
1067	TString histoname;
1068	for (int order = 0; order < MAX_PULS_ORDER; order ++)
1069	{
1070	// SetHistogramAttributes(
1071	// "AllPixelPeakOverlay",
1072	// order,
1073	// gOverlayAttrib,
1074	// MaxAmplOfFirstPulse
1075	// );
1076	histoname = "hAllPixelOverlay";
1077	histoname += order;
1078	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1079	hAllPixelOverlay[order] = new TH2F(
1080	histoname,
1081	"Overlay of detected Pulses of one Order for All Pixels",
1082	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
1083	(-1*gPixelOverlayXaxisLeft)-0.5,
1084	gPixelOverlayXaxisRight-0.5 ,
1085	512,
1086	-55.5,
1087	300.5
1088	);
1089	hAllPixelOverlay[order]->SetAxisRange(
1090	gBSLMean - 5,
1091	(gGainMean*(order+1)) + 10,
1092	"Y");
1093	hAllPixelOverlay[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1094	hAllPixelOverlay[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1095	//hAllPixelOverlay->SetBit(TH2F::kCanRebin);
1096	hAllPixelList->Add( hAllPixelOverlay[order] );
1097
1098	//------------------------------------------------------------------------
1099
1100	// SetHistogramAttributes(
1101	// "AllPixelPeakMax",
1102	// order,
1103	// gMaximumAttrib,
1104	// MaxAmplOfFirstPulse
1105	// );
1106	histoname = "hAllPixelMax";
1107	histoname += order;
1108	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1109	hAllPixelMax[order] = new TH1F(
1110	histoname,
1111	"Maximum value of each slice in overlay plot for All Pixels",
1112	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
1113	(-1*gPixelOverlayXaxisLeft)-0.5,
1114	gPixelOverlayXaxisRight-0.5
1115	);
1116	hAllPixelMax[order]->SetAxisRange(
1117	gBSLMean - 5,
1118	(gGainMean*(order+1)) + 10,
1119	"Y");
1120	hAllPixelMax[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1121	hAllPixelMax[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1122	hAllPixelList->Add( hAllPixelMax[order] );
1123
1124	//------------------------------------------------------------------------
1125	// SetHistogramAttributes(
1126	// "PeakMaximum",
1127	// order,
1128	// gMaximumAttrib,
1129	// MaxAmplOfFirstPulse
1130	// );
1131	histoname = "hAllPixelMedian";
1132	histoname += order;
1133	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1134	hAllPixelMedian[order] = new TH1F(
1135	histoname,
1136	"Median of each slice in overlay plot for All Pixels",
1137	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
1138	(-1*gPixelOverlayXaxisLeft)-0.5,
1139	gPixelOverlayXaxisRight-0.5
1140	);
1141	hAllPixelMedian[order]->SetAxisRange(
1142	gBSLMean - 5,
1143	(gGainMean*(order+1)) + 10,
1144	"Y");
1145	hAllPixelMedian[order]->SetLineColor(kRed);
1146	hAllPixelMedian[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1147	hAllPixelMedian[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1148	hAllPixelList->Add( hAllPixelMedian[order] );
1149	if (verbosityLevel > 3) cout << "...BREAKPOINT in " << histoname << endl;
1150	//------------------------------------------------------------------------
1151	// SetHistogramAttributes(
1152	// "PeakMaximum",
1153	// order,
1154	// gMaximumAttrib,
1155	// MaxAmplOfFirstPulse
1156	// );
1157	histoname = "hAllPixelMean";
1158	histoname += order;
1159	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1160	hAllPixelMean[order] = new TH1F(
1161	histoname,
1162	"Mean of each slice in overlay plot for All Pixels",
1163	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
1164	(-1*gPixelOverlayXaxisLeft)-0.5,
1165	gPixelOverlayXaxisRight-0.5
1166	);
1167	hAllPixelMean[order]->SetAxisRange(
1168	gBSLMean - 5,
1169	(gGainMean*(order+1)) + 10,
1170	"Y");
1171	hAllPixelMean[order]->SetLineColor(kBlue);
1172	hAllPixelMean[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1173	hAllPixelMean[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1174	hAllPixelList->Add( hAllPixelMean[order] );
1175
1176	//------------------------------------------------------------------------
1177	// SetHistogramAttributes(
1178	// "PeakMaxGaus",
1179	// order,
1180	// gMaxGausAttrib,
1181	// MaxAmplOfFirstPulse
1182	// );
1183	histoname = "hAllPixelEdgeOverlay";
1184	histoname += order;
1185	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1186	hAllPixelEdgeOverlay[order] = new TH2F(
1187	histoname,
1188	"Overlay at rising edge of detected pulses of one pulse order for All Pixels ",
1189	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,
1190	(-1*gPixelOverlayXaxisLeft)-0.5,
1191	gPixelOverlayXaxisRight-0.5 ,
1192	512,
1193	-55.5,
1194	200.5
1195	);
1196
1197	hAllPixelEdgeOverlay[order]->SetAxisRange(
1198	gBSLMean - 5,
1199	(gGainMean*(order+1)) + 10,
1200	"Y");
1201	hAllPixelEdgeOverlay[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1202	hAllPixelEdgeOverlay[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1203	hAllPixelList->Add( hAllPixelEdgeOverlay[order] );
1204
1205	//------------------------------------------------------------------------
1206	// SetHistogramAttributes(
1207	// "AllPixelPeakProfile",
1208	// order,
1209	// gProfileAttrib,
1210	// MaxAmplOfFirstPulse
1211	// );
1212	histoname = "hAllPixelProfile";
1213	histoname += order;
1214	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1215	hAllPixelProfile[order] = new TProfile(
1216	histoname,
1217	"Mean value of each slice in overlay plot for All Pixels (Tprofile)",
1218	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,//nbinsx
1219	(-1*gPixelOverlayXaxisLeft)-0.5, //xlow
1220	gPixelOverlayXaxisRight-0.5 , //xup
1221	// 512, //nbinsy
1222	-55.5, //ylow
1223	300.5, //yup
1224	"s"); //option
1225	hAllPixelProfile[order]->SetAxisRange(
1226	gBSLMean - 5,
1227	(gGainMean*(order+1)) + 10,
1228	"Y");
1229	hAllPixelProfile[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1230	hAllPixelProfile[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1231	//hPixelProfile->SetBit(TH2F::kCanRebin);
1232	hAllPixelList->Add( hAllPixelProfile[order] );
1233
1234	//------------------------------------------------------------------------
1235	// SetHistogramAttributes(
1236	// "AllPixelPeakProfile",
1237	// order,
1238	// gProfileAttrib,
1239	// MaxAmplOfFirstPulse
1240	// );
1241	histoname = "hAllPixelProfile2";
1242	histoname += order;
1243	if (verbosityLevel > 3) cout << "...booking " << histoname << endl;
1244	hAllPixelProfile2[order] = new TProfile(
1245	histoname,
1246	"Mean value of each slice in overlay plot for All Pixels (Tprofile)",
1247	gPixelOverlayXaxisLeft + gPixelOverlayXaxisRight ,//nbinsx
1248	(-1*gPixelOverlayXaxisLeft)-0.5, //xlow
1249	gPixelOverlayXaxisRight-0.5 , //xup
1250	// 512, //nbinsy
1251	-55.5, //ylow
1252	300.5, //yup
1253	"s"); //option
1254	hAllPixelProfile2[order]->SetAxisRange(
1255	gBSLMean - 5,
1256	(gGainMean*(order+1)) + 10,
1257	"Y");
1258	hAllPixelProfile2[order]->SetLineColor(kRed);
1259	hAllPixelProfile2[order]->GetXaxis()->SetTitle( "Timeslices [a.u.]" );
1260	hAllPixelProfile2[order]->GetYaxis()->SetTitle( "Amplitude [mV]" );
1261	//hPixelProfile->SetBit(TH2F::kCanRebin);
1262	hAllPixelList->Add( hAllPixelProfile2[order] );
1263
1264
1265
1266	}//end of for over order
1267	if (verbosityLevel > 2) cout << "...done" << endl;
1268	}
1269	// end of BookHistos
1270	//----------------------------------------------------------------------------
1271
1272
1273	void CreateRootFile(const char * loc_fname, int verbosityLevel)
1274	{
1275	TFile* tf = new TFile(loc_fname,"UPDATE");
1276	if (tf->IsZombie())
1277	{
1278	cout << "Error opening file" << endl;
1279	exit(-1);
1280	}
1281	else {
1282	if (verbosityLevel > 1) cout << "creating root-file successfull" << endl;
1283	tf->Close();
1284	}
1285	}
1286	//end of CreateRootFile
1287	//----------------------------------------------------------------------------
1288
1289
1290	TFile* OpenRootFile(const char * loc_fname, int verbosityLevel)
1291	{
1292	TFile* tf = new TFile(loc_fname,"UPDATE");
1293	if (tf->IsZombie())
1294	{
1295	cout << "Error opening file" << endl;
1296	exit(-1);
1297	}
1298	else {
1299	if (verbosityLevel > 1) cout << "...opening root-file:"
1300	<< loc_fname
1301	<< " successfull" << endl;
1302	}
1303	return tf;
1304	}
1305	//end of OpenRootFile
1306	//----------------------------------------------------------------------------
1307
1308
1309	void CloseRootFile(TFile* tf)
1310	{
1311	if (tf->IsZombie())
1312	{
1313	cout << "Error closing file" << endl;
1314	exit(-1);
1315	} else {
1316	tf->Close();
1317	}
1318	}
1319	//end of CloseRootFile
1320	//----------------------------------------------------------------------------
1321
1322
1323	void SaveHistograms(
1324	const char* loc_fname,
1325	const char* subdirectory,
1326	TObjArray* histList,
1327	int verbosityLevel
1328	)
1329	{
1330	if (verbosityLevel > 2) cout << endl
1331	<< "...saving pixel histograms to subdirectory: "
1332	<< subdirectory << endl ;
1333
1334	TFile* tf = OpenRootFile(loc_fname, verbosityLevel);
1335	if ( subdirectory != "root")
1336	{
1337	tf->cd();
1338	tf->mkdir(subdirectory,subdirectory);
1339	tf->cd(subdirectory);
1340	}
1341	else
1342	{
1343	tf->cd();
1344	}
1345	histList->Write(); // write the major histograms into the top level directory
1346	if (verbosityLevel > 3) tf->ls();
1347	CloseRootFile( tf ); // close the file
1348	if (verbosityLevel > 2) cout << "...done" << endl;
1349	}
1350	// end of SaveHistograms
1351	//----------------------------------------------------------------------------
1352
1353
1354	TString CreateSubDirName(int pixel)
1355	{
1356	TString path = "Pixel_";
1357	path += pixel;
1358	// cout << "path " << path << endl ;
1359	return path;
1360	}
1361	// end of CreateSubDirName
1362	//----------------------------------------------------------------------------
1363
1364	TString CreateSubDirName(const char* title)
1365	{
1366	TString path = title;
1367	path += "_Pixel";
1368	// cout << "path " << path << endl ;
1369	return path;
1370	}
1371	// end of CreateSubDirName
1372	//----------------------------------------------------------------------------
1373
1374	void FillHistograms(
1375	vector<Region>* pZXings,
1376	int AmplWindowWidth,
1377	int eventNumber,
1378	int verbosityLevel
1379	)
1380	{
1381	if (verbosityLevel > 2) cout << endl << "...filling pulse histograms" ;
1382	bool use_this_peak=false;
1383	int order_of_pulse=0;
1384	vector<Region>::iterator reg;
1385
1386	//Loop over all found zerocrossings in Region
1387	for (reg = pZXings->begin() ; reg < pZXings->end() ; reg++)
1388	{
1389	//skip those who are at the Rim of the ROI
1390	if (reg->maxPos < 12 \|\| (unsigned int) reg->maxPos > gRegionOfInterest-12)
1391	{
1392	if (verbosityLevel > 2) cout << endl << "\t...out of range" << endl;
1393	continue;
1394	}
1395	//domstest->Fill(reg->maxPos);
1396
1397	// Define axis range of Histogram
1398	int Left = reg->maxPos - gPixelOverlayXaxisLeft;
1399	int Right = reg->maxPos + gPixelOverlayXaxisRight;
1400	int EdgeLeft = reg->halfRisingEdgePos - gPixelOverlayXaxisLeft;
1401	int EdgeRight = reg->halfRisingEdgePos + gPixelOverlayXaxisRight;
1402
1403	if (Left < 0) Left =0;
1404	if (Right > (int)Ameas.size() ) Right=Ameas.size() ;
1405	if (EdgeLeft < 0) EdgeLeft =0;
1406	if (EdgeRight > (int)Ameas.size() ) EdgeRight=Ameas.size() ;
1407
1408
1409	hTesthisto->Fill( reg->slopeOfRisingEdge ) ;
1410	hTesthisto2->Fill( eventNumber, reg->slopeOfRisingEdge ) ;
1411
1412	if (verbosityLevel > 2) cout << endl << "\t...choosing Histogram" ;
1413
1414	//determine order of pulse and which histogram shall be filled
1415	if (verbosityLevel > 2) cout << endl << "\t...choosing Histogram" ;
1416	for(int order = 0; order < MAX_PULS_ORDER; order++)
1417	{
1418	if (Ameas[reg->maxPos] >= ((gGainMean*(order+1)) - (AmplWindowWidth/2))
1419	&& Ameas[reg->maxPos] < ((gGainMean*(order+1)) + AmplWindowWidth/2))
1420	{
1421	//hOverlayTemp = hPixelOverlay[order];
1422	if (verbosityLevel > 2) cout << "...#" << order ;
1423	order_of_pulse = order;
1424	use_this_peak = true;
1425	break;
1426	}
1427	else if (order >= (MAX_PULS_ORDER - 1)){
1428	use_this_peak = false;
1429	if (verbosityLevel > 2) cout << "...NONE" << endl ;
1430	}
1431	}
1432
1433	//Fill overlay und profile histograms
1434	if (use_this_peak){
1435	if (verbosityLevel > 2) cout << "...filling" ;
1436	for ( int pos = Left; pos < Right; pos++){
1437	// if ();
1438	hPixelOverlay[order_of_pulse]->Fill( pos - (reg->maxPos), Ameas[pos]) ;
1439	hPixelProfile[order_of_pulse]->Fill( pos - (reg->maxPos), Ameas[pos]) ;
1440	hAllPixelOverlay[order_of_pulse]->Fill( pos - (reg->maxPos), Ameas[pos]) ;
1441	hAllPixelProfile[order_of_pulse]->Fill( pos - (reg->maxPos), Ameas[pos]) ;
1442	}
1443	for ( int pos = EdgeLeft; pos < EdgeRight; pos++){
1444	// cout << endl << "###filling edge histo###" << endl;
1445	hPixelEdgeOverlay[order_of_pulse]->Fill( pos - (reg->halfRisingEdgePos), Ameas[pos]) ;
1446	hPixelProfile2[order_of_pulse]->Fill( pos - (reg->halfRisingEdgePos), Ameas[pos]) ;
1447	hAllPixelEdgeOverlay[order_of_pulse]->Fill( pos - (reg->halfRisingEdgePos), Ameas[pos]) ;
1448	hAllPixelProfile2[order_of_pulse]->Fill( pos - (reg->halfRisingEdgePos), Ameas[pos]) ;
1449	// cout << endl << "######" << endl;
1450	}
1451	if (verbosityLevel > 2) cout << "...done" << endl;
1452	}
1453	//Breakout option
1454	if (breakout)
1455	break;
1456	}
1457	if (verbosityLevel > 2) cout << "...done" << endl;
1458	}
1459	// end of FillHistograms
1460	//----------------------------------------------------------------------------
1461
1462	void DrawTestHistograms(
1463	int verbosityLevel
1464	)
1465	{
1466	if (verbosityLevel > 2) cout << endl << "...drawing pulse histograms" ;
1467
1468	cgpTestHistos->cd(1);
1469	hTesthisto->Draw();
1470	cgpTestHistos->cd(2);
1471	hTesthisto2->Draw("BOX");
1472	}
1473	// end of DrawTestHistograms
1474	//----------------------------------------------------------------------------
1475
1476	void DrawPulseHistograms(
1477	int verbosityLevel,
1478	int max_pulse_order
1479	)
1480	{
1481	if (verbosityLevel > 2) cout << endl << "...drawing pulse histograms" ;
1482	for (int pulse_order = 0; pulse_order < max_pulse_order; pulse_order++)
1483	{
1484	cgpPixelPulses[pulse_order]->cd(1);
1485	hPixelOverlay[pulse_order]->Draw("COLZ");
1486	cgpPixelPulses[pulse_order]->cd(3);
1487	hPixelProfile[pulse_order]->Draw("COLZ");
1488	hPixelProfile2[pulse_order]->Draw("SAME");
1489
1490	cgpPixelPulses[pulse_order]->cd(2);
1491	hPixelEdgeOverlay[pulse_order]->Draw("COLZ");
1492	// cgpPixelPulses[pulse_order]->cd(4);
1493	// hTesthisto->Draw();
1494
1495	cgpAllPixelPulses[pulse_order]->cd(1);
1496	hAllPixelOverlay[pulse_order]->Draw("COLZ");
1497	cgpAllPixelPulses[pulse_order]->cd(2);
1498	hAllPixelEdgeOverlay[pulse_order]->Draw("COLZ");
1499
1500	cgpAllPixelPulses[pulse_order]->cd(3);
1501	hAllPixelProfile[pulse_order]->Draw("COLZ");
1502	hAllPixelProfile2[pulse_order]->Draw("SAME");
1503
1504	}
1505	}
1506	// end of DrawPulseHistograms
1507	//----------------------------------------------------------------------------
1508
1509
1510	void DrawMaximumHistograms(
1511	int verbosityLevel,
1512	int max_pulse_order
1513	)
1514	{
1515	if (verbosityLevel > 2) cout << endl << "...drawing maximum histograms" ;
1516	for (int pulse_order = 0; pulse_order < max_pulse_order; pulse_order++)
1517	{
1518	cgpPixelPulses[pulse_order]->cd(4);
1519	hPixelMax[pulse_order]->Draw();
1520	hPixelMedian[pulse_order]->Draw("SAME");
1521	hPixelMean[pulse_order]->Draw("SAME");
1522
1523	cgpAllPixelPulses[pulse_order]->cd(4);
1524	hAllPixelMax[pulse_order]->Draw();
1525	hAllPixelMedian[pulse_order]->Draw("SAME");
1526	hAllPixelMean[pulse_order]->Draw("SAME");
1527	// cgpAllPixelPulses[pulse_order]->cd(3);
1528	// hAllPixelMaxGaus[pulse_order]->Draw("COLZ");
1529	}
1530	}
1531	// end of DrawMaximumHistograms
1532	//----------------------------------------------------------------------------
1533
1534
1535	void UpdateCanvases(
1536	int verbosityLevel,
1537	int max_pulse_order
1538	)
1539	{
1540	if (verbosityLevel > 3) cout << endl << "...updating canvases" ;
1541	for (int pulse_order = 0; pulse_order < max_pulse_order; pulse_order++)
1542	{
1543	cgpPixelPulses[pulse_order]->Modified();
1544	cgpPixelPulses[pulse_order]->Update();
1545	cgpAllPixelPulses[pulse_order]->Modified();
1546	cgpAllPixelPulses[pulse_order]->Update();
1547	cgpTestHistos->Modified();
1548	cgpTestHistos->Update();
1549	}
1550	}
1551	// end of UpdateCanvases
1552	//----------------------------------------------------------------------------
1553
1554
1555
1556	void
1557	PlotMedianEachSliceOfPulse(
1558	unsigned int max_pulse_order,
1559	int fitdata,
1560	int verbosityLevel
1561	)
1562	{
1563	if (verbosityLevel > 2) cout << endl
1564	<< "...calculating pulse shape of slice's Median"
1565	<< endl;
1566	for (unsigned int pulse_order = 0 ; pulse_order < max_pulse_order ; pulse_order ++)
1567	{
1568	if (verbosityLevel > 2) cout << "\t...calculation of "
1569	<< "pulse order " << pulse_order;
1570
1571	Int_t nbins = hPixelOverlay[pulse_order]->GetXaxis()->GetNbins();
1572
1573	for (Int_t TimeSlice=1;TimeSlice<=nbins;TimeSlice++) {
1574	TH1 *h1 = hPixelOverlay[pulse_order]->ProjectionY("",TimeSlice,TimeSlice);
1575	float median = MedianOfH1(h1);
1576	float mean = h1->GetMean();
1577	if (verbosityLevel > 2) printf("Median of Slice %d, Median=%g\n",TimeSlice,median);
1578	delete h1;
1579	hPixelMedian[pulse_order]->SetBinContent(TimeSlice, median );
1580	hPixelMean[pulse_order]->SetBinContent(TimeSlice, mean );
1581	hAllPixelMedian[pulse_order]->SetBinContent(TimeSlice, median );
1582	hAllPixelMean[pulse_order]->SetBinContent(TimeSlice, mean );
1583	}
1584
1585	if (verbosityLevel > 2) cout << "\t...done" << endl;
1586
1587	if (fitdata)
1588	{
1589	FitMaxPropabilityPuls(
1590	hPixelMedian[pulse_order],
1591	verbosityLevel
1592	);
1593	}
1594	}
1595	}
1596	// end of PlotMedianEachSliceOfPulse
1597	//----------------------------------------------------------------------------
1598
1599	Double_t MedianOfH1 (
1600	TH1* h1
1601	)
1602	{
1603	//compute the median for 1-d histogram h1
1604	Int_t nbins = h1->GetXaxis()->GetNbins();
1605	Double_t *x = new Double_t[nbins];
1606	Double_t *y = new Double_t[nbins];
1607	for (Int_t i=0;i<nbins;i++) {
1608	x[i] = h1->GetXaxis()->GetBinCenter(i+1);
1609	y[i] = h1->GetBinContent(i+1);
1610	}
1611	Double_t median = TMath::Median(nbins,x,y);
1612	delete [] x;
1613	delete [] y;
1614	return median;
1615	}
1616	// end of PlotMedianEachSliceOfPulse
1617	//----------------------------------------------------------------------------
1618
1619	void
1620	PlotPulseShapeOfMaxPropability(
1621	unsigned int max_pulse_order,
1622	int fitdata,
1623	int verbosityLevel
1624	)
1625	{
1626	if (verbosityLevel > 2) cout << endl
1627	<< "...calculating pulse shape of max. propability"
1628	<< endl;
1629	for (unsigned int pulse_order = 0 ; pulse_order < max_pulse_order ; pulse_order ++)
1630	{
1631	if (verbosityLevel > 2) cout << "\t...calculation of "
1632	<< "pulse order " << pulse_order;
1633	// vector max_value_of to number of timeslices in Overlay Spectra
1634	float max_value_of_slice;
1635
1636	Int_t nbins = hPixelOverlay[pulse_order]->GetXaxis()->GetNbins();
1637	if (verbosityLevel > 2) cout << "...generating projections" << endl;
1638	for (Int_t TimeSlice=1;TimeSlice<=nbins;TimeSlice++)
1639	{
1640	if (verbosityLevel > 2) cout << "...Timeslice: " << TimeSlice;
1641	//put maximumvalue of every Y-projection of every timeslice into vector
1642	TH1D *h1 = hPixelOverlay[pulse_order]->ProjectionY( "", TimeSlice,TimeSlice);
1643
1644	max_value_of_slice = h1->GetBinCenter( h1->GetMaximumBin() );
1645
1646	if (verbosityLevel > 2) cout << " with max value "
1647	<< max_value_of_slice << endl;
1648	hPixelMax[pulse_order]->SetBinContent(TimeSlice, max_value_of_slice );
1649	hAllPixelMax[pulse_order]->SetBinContent(TimeSlice, max_value_of_slice );
1650	delete h1;
1651	}
1652
1653	if (verbosityLevel > 2) cout << "\t...done" << endl;
1654
1655	if (fitdata)
1656	{
1657	FitMaxPropabilityPuls(
1658	hPixelMax[pulse_order],
1659	verbosityLevel
1660	);
1661	}
1662	}
1663	}
1664
1665
1666	void
1667	FitMaxPropabilityPuls(
1668	TH1F* hMaximumTemp,
1669	int verbosityLevel
1670	)
1671	{
1672	if (verbosityLevel > 2) cout << "...fit Landau in histograms" ;
1673	if (verbosityLevel > 2) cout << "\t...calculating Landaufit" ;
1674	hMaximumTemp->Fit("landau", "", "", -50, 250);
1675	if (verbosityLevel > 2) cout << "...done" << endl;
1676	}
1677
1678
1679	//void SetHistogrammSettings(
1680	// const char* histoType,
1681	// int max_puls_order,
1682	// int MaxAmplOfFirstPulse,
1683	// int verbosityLevel
1684	// )
1685	//{
1686	// if (verbosityLevel > 2) cout << endl << "...set histogram Settings" << endl;
1687	// for (int pulse_order = 1; pulse_order <= max_puls_order; pulse_order++)
1688	// {
1689	// qHistSetting[pulse_order].yMax = (MaxAmplOfFirstPulse * pulse_order);
1690	// cout << "\t Max @ " << gHistSetting[pulse_order].yMax << endl;
1691	// gHistSetting[pulse_order].name = "h";
1692	// gHistSetting[pulse_order].name += histoType;
1693	// gHistSetting[pulse_order].name += "PeakOverlay";
1694	// gHistSetting[pulse_order].name += pulse_order;
1695	// gHistSetting[pulse_order].title = "PeakOverlay with Amplitude around ";
1696	// gHistSetting[pulse_order].title += gHistSetting[pulse_order].yMax;
1697	// gHistSetting[pulse_order].title += " mV";
1698	// gHistSetting[pulse_order].Mname = "h";
1699	// gHistSetting[pulse_order].Mname += histoType;
1700	// gHistSetting[pulse_order].Mname += "PeakMaximum";
1701	// gHistSetting[pulse_order].Mname += pulse_order;
1702	// gHistSetting[pulse_order].Mtitle = "Peak (approx) derived with Maximum of above Spektrum with Max of ";
1703	// gHistSetting[pulse_order].Mtitle += gHistSetting[pulse_order].yMax;
1704	// gHistSetting[pulse_order].Mtitle += " mV";
1705	// }
1706	// if (verbosityLevel > 2) cout << "...done" << endl;
1707	//}
1708
1709
1710	//void CreatePulseCanvas(
1711	// TCanvas* array_of_canvases,
1712	// unsigned int max_pulse_order,
1713	// const char* canvas_name,
1714	// const char* canvas_title,
1715	// const char* pixel,
1716	// int verbosityLevel
1717	// )
1718	//{
1719	// if (verbosityLevel > 2) cout << "...building Canvases" ;
1720
1721	// for (
1722	// unsigned int pulse_order = 1;
1723	// pulse_order <= max_pulse_order;
1724	// pulse_order++
1725	// )
1726	// {
1727	// TString name = canvas_name;
1728	// name += " ";
1729	// name += pulse_order;
1730	// name += " ";
1731
1732	// TString title = "Order ";
1733	// title += pulse_order;
1734	// title += " ";
1735	// title += canvas_title;
1736	// title += " of ";
1737	// title += pixel;
1738	// title += ". Pixel";
1739
1740	// array_of_canvases[pulse_order] = new TCanvas(name, title, 1, 1, 1400, 700);
1741	// array_of_canvases[pulse_order].Divide(2,2);
1742	// }
1743	// if (verbosityLevel > 2) cout << "...done" << endl;
1744	//}
1745
1746
1747	//void
1748	//DeletePulseCanvas(
1749	// TCanvas* array_of_canvases,
1750	// unsigned int max_pulse_order
1751	// )
1752	//{
1753	// for (
1754	// unsigned int pulse_order = 1;
1755	// pulse_order <= max_pulse_order;
1756	// pulse_order++
1757	// )
1758	// {
1759	// delete array_of_canvases[pulse_order];
1760	// }
1761	//}
1762
1763
1764
1765
1766	void
1767	DeletePixelCanvases( int verbosityLevel )
1768	{
1769	if (verbosityLevel > 2) cout << endl << "...delete pixel Canvas" ;
1770	for (int pulse_order = 0; pulse_order < MAX_PULS_ORDER; pulse_order ++)
1771	{
1772	delete cgpPixelPulses[pulse_order];
1773	}
1774	}
1775
1776	//----------------------------------------------------------------------------
1777	//----------------------------------------------------------------------------
1778
1779	//void SetHistogramAttributes(
1780	// const char* histoType,
1781	// int pulse_order,
1782	// histAttrib_t* histoAttrib,
1783	// int max_ampl_of_first_pulse
1784	// )
1785	//{
1786	// histoAttrib[pulse_order].yMax = (max_ampl_of_first_pulse * pulse_order);
1787	// histoAttrib[pulse_order].yMin = (histoAttrib[pulse_order].yMax/2);
1788	// histoAttrib[pulse_order].name = "h";
1789	// histoAttrib[pulse_order].name += histoType;
1790	// histoAttrib[pulse_order].name = "_";
1791	// histoAttrib[pulse_order].name += pulse_order;
1792
1793	// histoAttrib[pulse_order].title += histoType;
1794	// histoAttrib[pulse_order].title += " with Amplitude around ";
1795	// histoAttrib[pulse_order].title += histoAttrib[pulse_order].yMax;
1796	// histoAttrib[pulse_order].title += " mV";
1797
1798	// histoAttrib[pulse_order].xTitle += "Timeslices [a.u.]";
1799	// histoAttrib[pulse_order].yTitle += "Amplitude [mV]";
1800	//}
1801
1802	void WritePixelTemplateToCsv(
1803	TString path,
1804	const char* csv_file_name,
1805	const char* overlay_method,
1806	int pixel,
1807	int verbosityLevel
1808	)
1809	{
1810	path += csv_file_name;
1811	path += "_";
1812	path += pixel;
1813	path += ".csv";
1814
1815	Int_t nbins = hPixelMax[0]->GetXaxis()->GetNbins();
1816	if (verbosityLevel > 0)
1817	{
1818	cout << "writing point-set to csv file: " ;
1819	cout << path << endl;
1820	cout << "...opening file" << endl;
1821	}
1822	if (verbosityLevel > 2) cout << "...number of bins " << nbins << endl;
1823	ofstream out;
1824	out.open( path );
1825	out << "### point-set of a single photon pulse template" << endl;
1826	out << "### template determined with pulse overlay at: "
1827	<< overlay_method << endl;
1828	out << "### Slice's Amplitude determined by calculating the " << endl
1829	<< "### value of maximum propability of slice -> Amplitude1 " << endl
1830	<< "### mean of slice -> Amplitude2 " << endl
1831	<< "### median of slice -> Amplitude3 " << endl
1832	<< "### for each slice" << endl;
1833	out << "### Pixel number (CHid): " << pixel << endl
1834	<< endl;
1835
1836	out << "time [slices],Amplitude1 [mV],Amplitude2 [mV],Amplitude3 [mV]" << endl;
1837
1838	for (int TimeSlice=1;TimeSlice<=nbins;TimeSlice++)
1839	{
1840	out << TimeSlice << "," ;
1841	out << hPixelMax[0]->GetBinContent(TimeSlice) << ",";
1842	out << hPixelMean[0]->GetBinContent(TimeSlice) << ",";
1843	out << hPixelMedian[0]->GetBinContent(TimeSlice) << endl;
1844	}
1845	out.close();
1846	if (verbosityLevel > 0) cout << "...file closed" << endl;
1847	}
1848
1849	void WriteAllPixelTemplateToCsv(
1850	TString path,
1851	const char* csv_file_name,
1852	const char* overlay_method,
1853	int verbosityLevel
1854	)
1855	{
1856	path += csv_file_name;
1857	path += "_AllPixel.csv";
1858
1859	Int_t nbins = hAllPixelMax[0]->GetXaxis()->GetNbins();
1860	if (verbosityLevel > 0)
1861	{
1862	cout << "writing point-set to csv file: " ;
1863	cout << path << endl;
1864	cout << "...opening file" << endl;
1865	}
1866	if (verbosityLevel > 2) cout << "...number of bins " << nbins << endl;
1867	ofstream out;
1868	out.open( path );
1869	out << "### point-set of a single photon pulse template" << endl;
1870	out << "### template determined with pulse overlay at: "
1871	<< overlay_method << "of all Pixels";
1872	out << "### Slice's Amplitude determined by calculating the " << endl
1873	<< "### value of maximum propability of slice -> Amplitude1 " << endl
1874	<< "### mean of slice -> Amplitude2 " << endl
1875	<< "### median of slice -> Amplitude3 " << endl
1876	<< "### for each slice" << endl
1877	<< endl;
1878
1879	out << "time [slices],Amplitude1 [mV],Amplitude2 [mV],Amplitude3 [mV]" << endl;
1880
1881	for (int TimeSlice=1;TimeSlice<=nbins;TimeSlice++)
1882	{
1883	out << TimeSlice << "," ;
1884	out << hAllPixelMax[0]->GetBinContent(TimeSlice) << ",";
1885	out << hAllPixelMean[0]->GetBinContent(TimeSlice) << ",";
1886	out << hAllPixelMedian[0]->GetBinContent(TimeSlice) << endl;
1887	}
1888	out.close();
1889	if (verbosityLevel > 0) cout << "...file closed" << endl;
1890	}

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