| 1 | /* ======================================================================== *\
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| 2 | !
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| 3 | ! *
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| 4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction
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| 5 | ! * Software. It is distributed to you in the hope that it can be a useful
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| 6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes.
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| 7 | ! * It is distributed WITHOUT ANY WARRANTY.
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| 8 | ! *
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| 9 | ! * Permission to use, copy, modify and distribute this software and its
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| 10 | ! * documentation for any purpose is hereby granted without fee,
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| 11 | ! * provided that the above copyright notice appear in all copies and
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| 12 | ! * that both that copyright notice and this permission notice appear
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| 13 | ! * in supporting documentation. It is provided "as is" without express
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| 14 | ! * or implied warranty.
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| 15 | ! *
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| 16 | !
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| 17 | !
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| 18 | ! Author(s): Josep Flix 04/2001 <mailto:jflix@ifae.es>
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| 19 | ! Author(s): Thomas Bretz 05/2001 <mailto:tbretz@astro.uni-wuerzburg.de>
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| 20 | ! Author(s): Sebastian Commichau 12/2003
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| 21 | ! Author(s): Javier Rico 01/2004 <mailto:jrico@ifae.es>
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| 22 | ! Author(s): Markus Gaug 01/2004 <mailto:markus@ifae.es>
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| 23 | ! Author(s): Florian Goebel 06/2004 <mailto:fgoebel@mppmu.mpg.de>
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| 24 | ! Author(s): Nepomuk Otte 10/2004 <mailto:otte@mppmu.mpg.de>
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| 25 | !
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| 26 | ! Copyright: MAGIC Software Development, 2000-2004
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| 27 | !
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| 28 | !
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| 29 | \* ======================================================================== */
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| 30 |
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| 31 | /////////////////////////////////////////////////////////////////////////////
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| 32 | //
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| 33 | // MPedCalcLoGain
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| 34 | //
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| 35 | // This task derives from MExtractPedestal.
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| 36 | // It calculates the pedestals using the low gain slices, whenever the difference
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| 37 | // between the highest and the lowest slice in the high gain
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| 38 | // slices is below a given threshold (SetMaxHiGainVar). In this case the receiver
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| 39 | // boards do not switch to lo gain and the so called lo gain slices are actually
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| 40 | // high gain slices.
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| 41 | //
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| 42 | // MPedCalcLoGain also fills the ABoffset in MPedestalPix which allows to correct
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| 43 | // the 150 MHz clock noise.
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| 44 | //
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| 45 | // This task takes a pedestal run file and fills MPedestalCam during
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| 46 | // the Process() with the pedestal and rms computed in an event basis.
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| 47 | // In the PostProcess() MPedestalCam is finally filled with the pedestal
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| 48 | // mean and rms computed in a run basis.
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| 49 | // More than one run (file) can be merged
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| 50 | //
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| 51 | // MPedCalcPedRun applies the following formula (1):
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| 52 | //
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| 53 | // Pedestal per slice = sum(x_i) / n / slices
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| 54 | // PedRMS per slice = Sqrt( ( sum(x_i^2) - sum(x_i)^2/n ) / n-1 / slices )
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| 55 | //
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| 56 | // where x_i is the sum of "slices" FADC slices and sum means the sum over all
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| 57 | // events. "n" is the number of events, "slices" is the number of summed FADC samples.
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| 58 | //
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| 59 | // Note that the slice-to-slice fluctuations are not Gaussian, but Poissonian, thus
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| 60 | // asymmetric and they are correlated.
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| 61 | //
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| 62 | // It is important to know that the Pedestal per slice and PedRMS per slice depend
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| 63 | // on the number of used FADC slices, as seen in the following plots:
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| 64 | //
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| 65 | //Begin_Html
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| 66 | /*
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| 67 | <img src="images/PedestalStudyInner.gif">
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| 68 | */
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| 69 | //End_Html
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| 70 | //
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| 71 | //Begin_Html
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| 72 | /*
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| 73 | <img src="images/PedestalStudyOuter.gif">
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| 74 | */
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| 75 | //End_Html
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| 76 | //
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| 77 | // The plots show the inner and outer pixels, respectivly and have the following meaning:
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| 78 | //
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| 79 | // 1) The calculated mean pedestal per slice (from MPedCalcFromLoGain)
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| 80 | // 2) The fitted mean pedestal per slice (from MHPedestalCam)
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| 81 | // 3) The calculated pedestal RMS per slice (from MPedCalcFromLoGain)
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| 82 | // 4) The fitted sigma of the pedestal distribution per slice
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| 83 | // (from MHPedestalCam)
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| 84 | // 5) The relative difference between calculation and histogram fit
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| 85 | // for the mean
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| 86 | // 6) The relative difference between calculation and histogram fit
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| 87 | // for the sigma or RMS, respectively.
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| 88 | //
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| 89 | // The calculated means do not change significantly except for the case of 2 slices,
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| 90 | // however the RMS changes from 5.7 per slice in the case of 2 extracted slices
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| 91 | // to 8.3 per slice in the case of 26 extracted slices. This change is very significant.
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| 92 | //
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| 93 | // The plots have been produced on run 20123. You can reproduce them using
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| 94 | // the macro pedestalstudies.C
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| 95 | //
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| 96 | // Usage of this class:
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| 97 | // ====================
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| 98 | //
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| 99 | //
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| 100 | // fCheckWinFirst = fgCheckWinFirst = 0
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| 101 | // fCheckWinLast = fgCheckWinLast = 29
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| 102 | // fExtractWinFirst = fgExtractWinFirst = 17
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| 103 | // fExtractWinSize = fgExtractWinSize = 6
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| 104 | // fMaxSignalVar = fgMaxSignalVar = 40;
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| 105 | //
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| 106 | // Call:
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| 107 | // SetCheckRange(fCheckWinFirst,fCheckWinLast);
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| 108 | // to set the Window in which a signal is searched
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| 109 | //
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| 110 | // SetExtractWindow(fExtractWinFirst,fExtractWinSize);
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| 111 | // to set the Window from which a signal is extracted
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| 112 | //
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| 113 | // SetMaxSignalVar(fMaxSignalVar);
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| 114 | // set the maximum allowed difference between maximum and minimal signal in CheckWindow
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| 115 | //
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| 116 | // Variables:
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| 117 | // fgCheckWinFirst; First FADC slice to check for signal (currently set to: 0)
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| 118 | // fgCheckWinLast: Last FADC slice to check for signal (currently set to: 29)
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| 119 | // fgExtractWinFirst: First FADC slice to be used for pedestal extraction (currently set to: 15)
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| 120 | // fgExtractWinSize: Window size in slices used for pedestal extraction (currently set to: 6)
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| 121 | // fgMaxSignalVar: The maximum difference between the highest and lowest slice
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| 122 | // in the check window allowed in order to use event
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| 123 | //
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| 124 | // Input Containers:
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| 125 | // MRawEvtData
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| 126 | // MRawRunHeader
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| 127 | // MGeomCam
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| 128 | //
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| 129 | // Output Containers:
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| 130 | // MPedestalCam
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| 131 | //
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| 132 | // See also: MPedestalCam, MPedestalPix, MHPedestalCam, MExtractor
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| 133 | //
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| 134 | /////////////////////////////////////////////////////////////////////////////
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| 135 | #include "MPedCalcFromLoGain.h"
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| 136 |
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| 137 | #include "MParList.h"
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| 138 |
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| 139 | #include "MLog.h"
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| 140 | #include "MLogManip.h"
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| 141 |
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| 142 | #include "MRawRunHeader.h"
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| 143 | #include "MRawEvtPixelIter.h"
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| 144 | #include "MRawEvtData.h"
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| 145 |
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| 146 | #include "MPedestalPix.h"
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| 147 | #include "MPedestalCam.h"
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| 148 |
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| 149 | #include "MGeomPix.h"
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| 150 | #include "MGeomCam.h"
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| 151 |
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| 152 | #include "MExtractPedestal.h"
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| 153 | #include "MExtractTimeAndCharge.h"
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| 154 |
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| 155 | ClassImp(MPedCalcFromLoGain);
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| 156 |
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| 157 | using namespace std;
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| 158 |
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| 159 | const UShort_t MPedCalcFromLoGain::fgCheckWinFirst = 0;
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| 160 | const UShort_t MPedCalcFromLoGain::fgCheckWinLast = 29;
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| 161 | const UShort_t MPedCalcFromLoGain::fgExtractWinFirst = 17;
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| 162 | const UShort_t MPedCalcFromLoGain::fgExtractWinSize = 6;
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| 163 | const UShort_t MPedCalcFromLoGain::fgMaxSignalVar = 40;
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| 164 |
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| 165 | // --------------------------------------------------------------------------
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| 166 | //
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| 167 | // Default constructor:
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| 168 | //
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| 169 | // Sets:
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| 170 | // - all pointers to NULL
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| 171 | //
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| 172 | // Calls:
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| 173 | // - AddToBranchList("fHiGainPixId");
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| 174 | // - AddToBranchList("fHiGainFadcSamples");
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| 175 | // - SetCheckRange(fgCheckWinFirst, fgCheckWinLast, fgExtractWinFirst, fgExtractWinSize)
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| 176 | //
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| 177 | MPedCalcFromLoGain::MPedCalcFromLoGain(const char *name, const char *title)
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| 178 | {
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| 179 | fName = name ? name : "MPedCalcFromLoGain";
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| 180 | fTitle = title ? title : "Task to calculate pedestals from lo-gains";
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| 181 |
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| 182 | SetCheckRange(fgCheckWinFirst, fgCheckWinLast);
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| 183 | SetExtractWindow(fgExtractWinFirst, fgExtractWinSize);
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| 184 |
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| 185 | SetMaxSignalVar(fgMaxSignalVar);
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| 186 | }
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| 187 |
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| 188 | void MPedCalcFromLoGain::ResetArrays()
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| 189 | {
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| 190 | MExtractPedestal::ResetArrays();
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| 191 |
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| 192 | fNumEventsUsed.Reset();
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| 193 | fTotalCounter.Reset();
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| 194 | }
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| 195 |
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| 196 | // --------------------------------------------------------------------------
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| 197 | //
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| 198 | // SetCheckRange:
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| 199 | //
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| 200 | // Exits, if the first argument is smaller than 0
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| 201 | // Exits, if the the last argument is smaller than the first
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| 202 | //
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| 203 | Bool_t MPedCalcFromLoGain::SetCheckRange(UShort_t chfirst, UShort_t chlast)
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| 204 | {
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| 205 |
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| 206 | Bool_t rc = kTRUE;
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| 207 |
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| 208 | if (chlast<=chfirst)
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| 209 | {
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| 210 | *fLog << warn << GetDescriptor();
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| 211 | *fLog << " - WARNING: Last slice in SetCheckRange smaller than first slice... set to first+2" << endl;
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| 212 | chlast = chfirst+1;
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| 213 | rc = kFALSE;
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| 214 | }
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| 215 |
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| 216 | fCheckWinFirst = chfirst;
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| 217 | fCheckWinLast = chlast;
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| 218 |
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| 219 | return rc;
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| 220 | }
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| 221 |
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| 222 | // ---------------------------------------------------------------------------------
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| 223 | //
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| 224 | // Checks:
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| 225 | // - if the number of available slices
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| 226 | // (fRunHeader->GetNumSamplesHiGain()+(Int_t)fRunHeader->GetNumSamplesLoGain()-1)
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| 227 | // is smaller than the number of used slices
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| 228 | // (fExtractWinSize+ fExtractWinFirst-1) or
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| 229 | // fCheckWinLast
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| 230 | //
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| 231 | Bool_t MPedCalcFromLoGain::ReInit(MParList *pList)
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| 232 | {
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| 233 |
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| 234 | const UShort_t hisamples = fRunHeader->GetNumSamplesHiGain();
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| 235 | const UShort_t losamples = fRunHeader->GetNumSamplesLoGain();
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| 236 |
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| 237 | fSlices.Set(hisamples+losamples);
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| 238 |
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| 239 | UShort_t lastavailable = hisamples+losamples-1;
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| 240 |
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| 241 | if (fExtractor)
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| 242 | fExtractWinLast = fExtractWinFirst + fExtractor->GetWindowSizeHiGain() - 1;
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| 243 |
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| 244 | // If the size is not yet set, set the size
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| 245 | if (fSumx.GetSize()==0)
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| 246 | {
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| 247 | const Int_t npixels = fPedestalsOut->GetSize();
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| 248 | fNumEventsUsed.Set(npixels);
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| 249 | fTotalCounter.Set(npixels);
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| 250 | }
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| 251 |
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| 252 | if (fCheckWinLast > lastavailable) //changed to override check
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| 253 | {
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| 254 | *fLog << warn << GetDescriptor();
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| 255 | *fLog << " - WARNING: Last Check Window slice out of range...adjusting to last available slice ";
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| 256 | *fLog << lastavailable << endl;
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| 257 |
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| 258 | fCheckWinLast = lastavailable;
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| 259 | }
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| 260 |
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| 261 | if (fExtractWinLast > lastavailable)
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| 262 | {
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| 263 | if (fExtractor)
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| 264 | {
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| 265 | *fLog << err << GetDescriptor();
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| 266 | *fLog << " - ERROR: Selected Last Extraction Window: "
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| 267 | << fExtractWinFirst + fExtractor->GetWindowSizeHiGain()-1
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| 268 | << "ranges out of range: " << lastavailable-1 << endl;
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| 269 | return kFALSE;
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| 270 | }
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| 271 | else
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| 272 | {
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| 273 | const UShort_t diff = fExtractWinLast - lastavailable;
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| 274 | *fLog << warn << GetDescriptor();
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| 275 | *fLog << " - WARNING: Selected Extract Window ranges out of range...adjusting to last available slice ";
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| 276 | *fLog << lastavailable << endl;
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| 277 |
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| 278 | fExtractWinLast -= diff;
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| 279 | fExtractWinSize -= diff;
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| 280 | }
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| 281 | }
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| 282 |
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| 283 | return MExtractPedestal::ReInit(pList);
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| 284 | }
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| 285 |
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| 286 | // --------------------------------------------------------------------------
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| 287 | //
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| 288 | // Fill the MPedestalCam container with the signal mean and rms for the event.
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| 289 | // Store the measured signal in arrays fSumx and fSumx2 so that we can
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| 290 | // calculate the overall mean and rms in the PostProcess()
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| 291 | //
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| 292 | Int_t MPedCalcFromLoGain::Calc()
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| 293 | {
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| 294 | // This is the workaround to put hi- and lo-gains together
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| 295 | const Int_t nhigain = fRunHeader->GetNumSamplesHiGain();
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| 296 | const Int_t nlogain = fRunHeader->GetNumSamplesLoGain();
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| 297 |
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| 298 | Byte_t *slices = fSlices.GetArray();
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| 299 |
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| 300 | // Real Process
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| 301 | MRawEvtPixelIter pixel(fRawEvt);
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| 302 |
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| 303 | while (pixel.Next())
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| 304 | {
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| 305 | // This is the fast workaround to put hi- and lo-gains together
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| 306 | memcpy(slices, pixel.GetHiGainSamples(), nhigain);
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| 307 | memcpy(slices+nhigain, pixel.GetLoGainSamples(), nlogain);
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| 308 |
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| 309 | // Start 'real' work
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| 310 | const UInt_t idx = pixel.GetPixelId();
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| 311 |
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| 312 | const UInt_t aidx = (*fGeom)[idx].GetAidx();
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| 313 | const UInt_t sector = (*fGeom)[idx].GetSector();
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| 314 |
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| 315 | UShort_t max = 0;
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| 316 | UShort_t min = (UShort_t)-1;
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| 317 |
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| 318 | // Find the maximum and minimum signal per slice in the high gain window
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| 319 | for (Byte_t *slice=slices+fCheckWinFirst; slice<=slices+fCheckWinLast; slice++)
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| 320 | {
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| 321 | if (*slice > max)
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| 322 | max = *slice;
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| 323 | if (*slice < min)
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| 324 | min = *slice;
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| 325 | }
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| 326 |
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| 327 | // If the maximum in the high gain window is smaller than
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| 328 | if (max-min>=fMaxSignalVar || max>=250)
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| 329 | continue;
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| 330 |
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| 331 | Float_t sum = 0.;
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| 332 |
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| 333 | //extract pedestal
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| 334 | if (fExtractor)
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| 335 | CalcExtractor(pixel, sum, (*fPedestalsIn)[idx]);
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| 336 | else
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| 337 | {
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| 338 | UInt_t sumi = 0;
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| 339 | for(Byte_t *slice=slices+fExtractWinFirst; slice<=slices+fExtractWinLast; slice++)
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| 340 | sumi += *slice;
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| 341 | sum = (Float_t)sumi;
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| 342 | }
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| 343 |
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| 344 | const Float_t sqrsum = sum*sum;
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| 345 |
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| 346 | fSumx[idx] += sum;
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| 347 | fSumx2[idx] += sqrsum;
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| 348 | fAreaSumx[aidx] += sum;
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| 349 | fAreaSumx2[aidx] += sqrsum;
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| 350 | fSectorSumx[sector] += sum;
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| 351 | fSectorSumx2[sector] += sqrsum;
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| 352 |
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| 353 | if (fIntermediateStorage)
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| 354 | (*fPedestalsInter)[idx].Set(sum,0.,0.,fNumEventsUsed[idx]);
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| 355 |
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| 356 | fNumEventsUsed[idx] ++;
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| 357 | fAreaFilled [aidx] ++;
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| 358 | fSectorFilled [sector]++;
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| 359 |
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| 360 | if (!fExtractor)
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| 361 | {
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| 362 | //
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| 363 | // Calculate the amplitude of the 150MHz "AB" noise
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| 364 | //
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| 365 | const UShort_t abFlag = (fExtractWinFirst + pixel.HasABFlag()) & 0x1;
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| 366 |
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| 367 | for (Byte_t *slice=slices+fExtractWinFirst; slice<=slices+fExtractWinLast; slice+=2)
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| 368 | {
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| 369 | const UShort_t ab0 = *(slice + abFlag);
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| 370 | const UShort_t ab1 = *(slice - abFlag + 1);
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| 371 |
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| 372 | fSumAB0[idx] += ab0;
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| 373 | fSumAB1[idx] += ab1;
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| 374 | fAreaSumAB0[aidx] += ab0;
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| 375 | fAreaSumAB1[aidx] += ab1;
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| 376 | fSectorSumAB0[aidx] += ab0;
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| 377 | fSectorSumAB1[aidx] += ab1;
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| 378 | }
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| 379 | }
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| 380 |
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| 381 | if (!fPedestalUpdate || (UInt_t)fNumEventsUsed[idx]<fNumEventsDump)
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| 382 | continue;
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| 383 |
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| 384 | CalcPixResults(fNumEventsDump, idx);
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| 385 | fTotalCounter[idx]++;
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| 386 |
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| 387 | fNumEventsUsed[idx]=0;
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| 388 | fSumx[idx]=0;
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| 389 | fSumx2[idx]=0;
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| 390 | fSumAB0[idx]=0;
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| 391 | fSumAB1[idx]=0;
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| 392 | }
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| 393 |
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| 394 | if (!(GetNumExecutions() % fNumAreasDump))
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| 395 | CalcAreaResult();
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| 396 |
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| 397 | if (!(GetNumExecutions() % fNumSectorsDump))
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| 398 | CalcSectorResult();
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| 399 |
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| 400 | if (fPedestalUpdate)
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| 401 | fPedestalsOut->SetReadyToSave();
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| 402 |
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| 403 | return kTRUE;
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| 404 | }
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| 405 |
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| 406 | // --------------------------------------------------------------------------
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| 407 | //
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| 408 | // Loop over the sector indices to get the averaged pedestal per sector
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| 409 | //
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| 410 | void MPedCalcFromLoGain::CalcSectorResult()
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| 411 | {
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| 412 | for (UInt_t sector=0; sector<fSectorFilled.GetSize(); sector++)
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| 413 | if (fSectorValid[sector]>0)
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| 414 | CalcSectorResults(fSectorFilled[sector], fSectorValid[sector], sector);
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| 415 | }
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| 416 |
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| 417 | // --------------------------------------------------------------------------
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| 418 | //
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| 419 | // Loop over the (two) area indices to get the averaged pedestal per aidx
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| 420 | //
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| 421 | void MPedCalcFromLoGain::CalcAreaResult()
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| 422 | {
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| 423 | for (UInt_t aidx=0; aidx<fAreaFilled.GetSize(); aidx++)
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| 424 | if (fAreaValid[aidx]>0)
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| 425 | CalcAreaResults(fAreaFilled[aidx], fAreaValid[aidx], aidx);
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| 426 |
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| 427 | }
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| 428 |
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| 429 | void MPedCalcFromLoGain::CalcExtractor(const MRawEvtPixelIter &pixel, Float_t &sum, MPedestalPix &ped)
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| 430 | {
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| 431 | Byte_t sat = 0;
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| 432 | Byte_t *logain = pixel.GetLoGainSamples() + fExtractWinFirst;
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| 433 |
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| 434 | const Bool_t logainabflag = (pixel.HasABFlag() + pixel.GetNumHiGainSamples()) & 0x1;
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| 435 |
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| 436 | Float_t dummy;
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| 437 | fExtractor->FindTimeAndChargeHiGain(logain,logain,sum,dummy,dummy,dummy,sat,ped,logainabflag);
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| 438 | }
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| 439 |
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| 440 | // --------------------------------------------------------------------------
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| 441 | //
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| 442 | // Compute signal mean and rms in the whole run and store it in MPedestalCam
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| 443 | //
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| 444 | Int_t MPedCalcFromLoGain::PostProcess()
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| 445 | {
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| 446 | // Compute pedestals and rms from the whole run
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| 447 | if (fPedestalUpdate)
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| 448 | return kTRUE;
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| 449 |
|
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| 450 | *fLog << flush << inf << "Calculating Pedestals..." << flush;
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| 451 |
|
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| 452 | const Int_t npix = fGeom->GetNumPixels();
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| 453 | for (Int_t idx=0; idx<npix; idx++)
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| 454 | {
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| 455 | const ULong_t n = fNumEventsUsed[idx];
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| 456 | if (n>1)
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| 457 | {
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| 458 | CalcPixResults(n, idx);
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| 459 | fTotalCounter[idx]++;
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| 460 | }
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| 461 | }
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| 462 |
|
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| 463 | CalcAreaResult();
|
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| 464 | CalcSectorResult();
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| 465 |
|
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| 466 | fPedestalsOut->SetReadyToSave();
|
|---|
| 467 |
|
|---|
| 468 | return MExtractPedestal::PostProcess();
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| 469 | }
|
|---|
| 470 |
|
|---|
| 471 |
|
|---|
| 472 | // --------------------------------------------------------------------------
|
|---|
| 473 | //
|
|---|
| 474 | // The following resources are available:
|
|---|
| 475 | // FirstCheckWindowSlice: 0
|
|---|
| 476 | // LastCheckWindowSlice: 29
|
|---|
| 477 | // MaxSignalVar: 40
|
|---|
| 478 | //
|
|---|
| 479 | Int_t MPedCalcFromLoGain::ReadEnv(const TEnv &env, TString prefix, Bool_t print)
|
|---|
| 480 | {
|
|---|
| 481 | Bool_t rc=kFALSE;
|
|---|
| 482 |
|
|---|
| 483 | // Find resources for CheckWindow
|
|---|
| 484 | Int_t fs = fCheckWinFirst;
|
|---|
| 485 | Int_t ls = fCheckWinLast;
|
|---|
| 486 | if (IsEnvDefined(env, prefix, "CheckWinFirst", print))
|
|---|
| 487 | {
|
|---|
| 488 | fs = GetEnvValue(env, prefix, "CheckWinFirst", fs);
|
|---|
| 489 | rc = kTRUE;
|
|---|
| 490 | }
|
|---|
| 491 | if (IsEnvDefined(env, prefix, "CheckWinLast", print))
|
|---|
| 492 | {
|
|---|
| 493 | ls = GetEnvValue(env, prefix, "CheckWinLast", ls);
|
|---|
| 494 | rc = kTRUE;
|
|---|
| 495 | }
|
|---|
| 496 |
|
|---|
| 497 | SetCheckRange(fs,ls);
|
|---|
| 498 |
|
|---|
| 499 | // find resource for maximum signal variation
|
|---|
| 500 | if (IsEnvDefined(env, prefix, "MaxSignalVar", print))
|
|---|
| 501 | {
|
|---|
| 502 | SetMaxSignalVar(GetEnvValue(env, prefix, "MaxSignalVar", fMaxSignalVar));
|
|---|
| 503 | rc = kTRUE;
|
|---|
| 504 | }
|
|---|
| 505 |
|
|---|
| 506 | return MExtractPedestal::ReadEnv(env,prefix,print) ? kTRUE : rc;
|
|---|
| 507 | }
|
|---|
| 508 |
|
|---|
| 509 | void MPedCalcFromLoGain::Print(Option_t *o) const
|
|---|
| 510 | {
|
|---|
| 511 |
|
|---|
| 512 | MExtractPedestal::Print(o);
|
|---|
| 513 |
|
|---|
| 514 | const Int_t last = fExtractor
|
|---|
| 515 | ? fExtractWinFirst + fExtractor->GetWindowSizeHiGain() -1
|
|---|
| 516 | : fExtractWinLast;
|
|---|
| 517 |
|
|---|
| 518 | *fLog << "ExtractWindow from slice " << fExtractWinFirst << " to " << last << " incl." << endl;
|
|---|
| 519 | *fLog << "Max.allowed signal variation: " << fMaxSignalVar << endl;
|
|---|
| 520 | *fLog << "CheckWindow from slice " << fCheckWinFirst << " to " << fCheckWinLast << " incl." << endl;
|
|---|
| 521 | }
|
|---|