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LArSamples::DigitMonitor Class Reference

storage of the time histories of all the cells More...

#include <DigitMonitor.h>

Inheritance diagram for LArSamples::DigitMonitor:
Collaboration diagram for LArSamples::DigitMonitor:

Public Member Functions

 DigitMonitor (const Interface &interface)
 Constructor
More...
 
TH1D * chi2Dist (const TString &name, int nBins, double max, double kFactor=0, double fitMax=-1, int lwb=-1, int upb=-1, unsigned int chi2Pars=DefaultChi2, ShapeErrorType shapeErrorType=BestShapeError, unsigned int nDof=0) const
 
TH1D * bestChi2Dist (const TString &name, int nBins, double max, double refErrMin, double refErrMax, unsigned int refErrNBins, int lwb=-1, int upb=-1, unsigned int chi2Pars=DefaultChi2, unsigned int nDof=0) const
 
TH1D * gainDist (const TString &name) const
 
TH1D * layerDist (const TString &name) const
 
TH1D * energyDist (const TString &name, int nBins, double eMax=10000) const
 
TH1D * timeDist (const TString &name, int nBins, double tMin=-25, double tMax=25) const
 
TH1D * adcMaxDist (const TString &name, int nBins, double aMin=0, double aMax=4096) const
 
TH1D * noiseDist (const TString &name, int nBins, double max) const
 
TH2D * maxValueMap (TString name, PartitionId partition) const
 
TH2D * minValueMap (TString name, PartitionId partition) const
 
TH1D * residualDist (unsigned int k, const TString &name, int nBins, double rMin, double rMax, bool norm=false) const
 
bool residualPlots (CaloId calo, unsigned int layer, CaloGain::CaloGain gain=CaloGain::LARHIGHGAIN, bool xip=false, bool ring=false, double lo=-0.05, double hi=0.05, const TString &fileName="residuals")
 
bool residualPlotsRingComp (CaloId calo, unsigned int layer, CaloGain::CaloGain gain=CaloGain::LARHIGHGAIN, bool xip=false, double lo=-0.05, double hi=0.05, const TString &fileName="residuals")
 
bool residualPlotsGainComp (CaloId calo, unsigned int layer, bool ring=false, bool xip=false, double lo=-0.05, double hi=0.05, const TString &fileName="residuals")
 
TH1D * shapeErrorDist (unsigned int k, const TString &name, int nBins, double rMin, double rMax, double mean=0) const
 
double residualCorr (unsigned int k1, unsigned int k2) const
 
bool makeResidualCorrections (const TString &outputFile, short resTrunc=-1, short timeTrunc=-1, double absResTrunc=-1, unsigned int minSize=0, bool weigh=false, bool adjust=false, bool zeroTime=false) const
 
Residuals * getResiduals (unsigned int hash, CaloGain::CaloGain gain, double absResTrunc=-1, bool adjust=false, bool zeroTime=false) const
 
bool residualParams (int lwb, int upb, CovMatrix &k, TVectorD &means) const
 
CovMatrix kMatrix (int lwb, int upb)
 
TVectorD means (int lwb, int upb)
 
int combine (SimpleShape *&shape, SimpleShape *&ref, const TString &selection="", bool timeAligned=true) const
 
TH1D * dist (const DataFuncSet &func, const DataFuncArgs &args, const TString &name, int nBins, double xMin, double xMax, const TString &title="", const TString &xTitle="", const TString &yTitle="", const FilterParams &f=FilterParams()) const
 
TH2D * dist (const DataFuncSet &funcX, const DataFuncArgs &argsX, const DataFuncSet &funcY, const DataFuncArgs &argsY, const TString &name, int nBinsX, double xMin, double xMax, int nBinsY, double yMin, double yMax, const TString &title="", const TString &xTitle="", const TString &yTitle="", const FilterParams &f=FilterParams()) const
 
TH2D * partitionMap (const DataFuncSet &func, const DataFuncArgs &args, TString name, PartitionId partition, const TString &title="", CombinationType comb=AverageValue, const FilterParams &f=FilterParams()) const
 
TH2D * etaPhiMap (const DataFuncSet &func, const DataFuncArgs &args, const TString &name, CaloId calo, short layer, TString title="", CombinationType comb=AverageValue, const FilterParams &f=FilterParams()) const
 
bool prepareDumpParams (const TString &vars, int verbosity, std::vector< TString > &variables, std::vector< DataFuncSet > &funcs, std::vector< DataFuncArgs > &args, std::vector< TString > &formats, TString &locFormat, TString &locHeader, TString &varHeader) const
 
bool dump (const TString &vars, const FilterParams &f=FilterParams(), unsigned int verbosity=1) const
 
bool dump (const TString &vars, CombinationType comb=AverageValue, const FilterParams &f=FilterParams(), const TString &ranges="", unsigned int verbosity=1) const
 
bool statParams (const std::vector< DataFuncSet > &funcs, const std::vector< DataFuncArgs > &args, TVectorD &mean, TVectorD &meanErr, TMatrixD &covMatrix, TMatrixD &covMatrixErr, const FilterParams &f=FilterParams()) const
 
const Interface & interface () const
 
unsigned int nChannels () const
 
const History * getCellHistory (unsigned int i) const
 
const History * getSCHistory (unsigned int i) const
 
const CellInfo * getCellInfo (unsigned int i) const
 
virtual const History * newCellHistory (unsigned int i) const
 
virtual const History * cellHistory (unsigned int i) const
 
virtual const CellInfo * cellInfo (unsigned int i) const
 
virtual unsigned int nChannelsSC () const
 
virtual void resetCache () const
 
const CellInfo * cellInfoCache (unsigned int i) const
 
const History * pass (unsigned int i, const FilterParams &f) const
 
const History * cellCache () const
 
unsigned int cachePos () const
 
void resetCellInfoCache ()
 

Static Public Member Functions

static TF1 * chi2Func (const char *name, double xMin, double xMax)
 
static TF1 * fitChi2 (TH1D &h, const char *name, double xMin, double xMax, double nDof=-1, double fitMin=Definitions::none, double fitMax=Definitions::none)
 
static double history_value (const History &history, const DataFuncSet &func, const DataFuncArgs &args, CombinationType comb, const FilterParams &f, unsigned int &nValues)
 
static DataFuncSet func (const TString &var)
 
static bool parseVariables (TString varStr, std::vector< TString > &vars, std::vector< DataFuncSet > &funcs, std::vector< DataFuncArgs > &args)
 
static TString str (CombinationType comb)
 

Static Public Attributes

static const int printPeriodicity = 10000
 

Private Attributes

const Interface * m_interface
 
unsigned int m_pos
 
const History * m_cellCache
 
std::vector< CellInfo * > m_cellInfoCache
 

Detailed Description

storage of the time histories of all the cells

Definition at line 28 of file DigitMonitor.h.

Constructor & Destructor Documentation

◆ DigitMonitor()

LArSamples::DigitMonitor::DigitMonitor ( const Interface &  interface)
inline

Constructor

Definition at line 34 of file DigitMonitor.h.

34 : MonitorBase(interface) { }

Member Function Documentation

◆ adcMaxDist()

TH1D * DigitMonitor::adcMaxDist ( const TString &  name,
int  nBins,
double  aMin = 0,
double  aMax = 4096 
) const

Definition at line 47 of file DigitMonitor.cxx.

48 { return dist(&Data::_adcMax, DataFuncArgs(), name, nBins, aMin, aMax, "ADCMax distribution", "ADCMax (counts)"); }

◆ bestChi2Dist()

TH1D * DigitMonitor::bestChi2Dist ( const TString &  name,
int  nBins,
double  max,
double  refErrMin,
double  refErrMax,
unsigned int  refErrNBins,
int  lwb = -1,
int  upb = -1,
unsigned int  chi2Pars = DefaultChi2,
unsigned int  nDof = 0 
) const

Definition at line 125 of file DigitMonitor.cxx.

128 {
129  TF1* fChi2 = chi2Func("fChi2", 0, max);
130  if (nDof > 0) fChi2->FixParameter(1, nDof);
131 
132  double delta = (refErrMax - refErrMin)/refErrNBins;
133  TH1D* fitResults = new TH1D("fitResults", "", refErrNBins, refErrMin - delta/2, refErrMax - delta/2);
134 
135  for (unsigned int k = 0; k < refErrNBins; k++) {
136  double refErr = refErrMin + delta*k;
137  TH1D* h = new TH1D(name, "#chi^{2} distribution", nBins, 0, max);
138  UniformShapeErrorGetter kFactorGetter(refErr);
139  CombinedShapeErrorGetter shapeErrorGetter;
140  if (interface().shapeErrorGetter()) shapeErrorGetter.add(*interface().shapeErrorGetter());
141  shapeErrorGetter.add(kFactorGetter);
142  for (unsigned int i = 0; i < nChannels(); i++) {
143  const History* history = cellHistory(i);
144  if (!history) continue;
145  history->setShapeErrorGetter(&shapeErrorGetter);
146  for (unsigned int j = 0; j < history->nData(); j++) {
147  h->Fill(history->chi2(j, lwb, upb, chi2Pars));
148  }
149  }
150  h->Fit(fChi2);
151  fitResults->SetBinContent(k+1, fChi2->GetChisquare());
152  delete h;
153  }
154 
155  TF1* fPol2 = new TF1("fPol2", "[0]*(x - [1])*(x - [1]) + [2]", refErrMin, refErrMax);
156 
157  double center = fitResults->GetBinCenter(fitResults->GetMinimumBin());
158  fPol2->SetParameter(0, (fitResults->GetMaximum() - fitResults->GetMinimum())/center/center);
159  fPol2->SetParameter(1, center);
160  fPol2->SetParameter(2, fitResults->GetMinimum());
161 
162  fitResults->Draw();
163  fitResults->Fit(fPol2);
164 
165  TPaveText* p = new TPaveText(0.6, 0.85, 0.85, 0.65, "NDC");
166  p->AddText(Form("Fit k_{best} = %.1f%%", fPol2->GetParameter(1)*100));
167  p->AddText(Form("Fit #delta k_{best} = %.2f%%", 1/TMath::Sqrt(fPol2->GetParameter(0))*100));
168  p->AddText(Form("Fit #chi^{2}_{min} = %.2f", fPol2->GetParameter(2)));
169  p->Draw();
170 
171  return fitResults;
172 }

◆ cachePos()

unsigned int LArSamples::AbsLArCells::cachePos ( ) const
inlineinherited

Definition at line 48 of file AbsLArCells.h.

48 { return m_pos; }

◆ cellCache()

const History* LArSamples::AbsLArCells::cellCache ( ) const
inlineinherited

Definition at line 47 of file AbsLArCells.h.

47 { return m_cellCache; }

◆ cellHistory()

const History * AbsLArCells::cellHistory ( unsigned int  i) const
virtualinherited

Reimplemented in LArSamples::Interface.

Definition at line 59 of file AbsLArCells.cxx.

60 {
61  if (m_pos == i) return m_cellCache;
62  resetCache();
63  const History* history = newCellHistory(i);
64  if (!history) return nullptr;
65  m_cellCache = history;
66  m_pos = i;
67  return m_cellCache;
68 }

◆ cellInfo()

const CellInfo * AbsLArCells::cellInfo ( unsigned int  i) const
virtualinherited

Definition at line 71 of file AbsLArCells.cxx.

72 {
73  const CellInfo* info = cellInfoCache(i);
74  if (info) return (info->isValid() ? new CellInfo(*info) : nullptr);
75  info = getCellInfo(i);
76  if (info) m_cellInfoCache[i] = new CellInfo(*info, false);
77  //m_cellInfoCache[i] = (info ? new CellInfo(*info, false) : new CellInfo());
78  return info;
79 }

◆ cellInfoCache()

const CellInfo * AbsLArCells::cellInfoCache ( unsigned int  i) const
inherited

Definition at line 82 of file AbsLArCells.cxx.

83 {
84  return m_cellInfoCache[i];
85 }

◆ chi2Dist()

TH1D * DigitMonitor::chi2Dist ( const TString &  name,
int  nBins,
double  max,
double  kFactor = 0,
double  fitMax = -1,
int  lwb = -1,
int  upb = -1,
unsigned int  chi2Pars = DefaultChi2,
ShapeErrorType  shapeErrorType = BestShapeError,
unsigned int  nDof = 0 
) const

Definition at line 60 of file DigitMonitor.cxx.

63 {
64  TH1D* h = new TH1D(name, "#chi^{2} distribution", nBins, 0, max);
65  unsigned int nDofEff = 0, nDofLast = 0;
66  std::unique_ptr<UniformShapeErrorGetter> kFactorGetter;
67  std::unique_ptr<CombinedShapeErrorGetter> shapeErrorGetter;
68  if (kFactor > 0) {
69  kFactorGetter = std::make_unique<UniformShapeErrorGetter>(kFactor);
70  shapeErrorGetter = std::make_unique<CombinedShapeErrorGetter>();
71  if (interface().shapeErrorGetter()) shapeErrorGetter->add(*interface().shapeErrorGetter());
72  shapeErrorGetter->add(*kFactorGetter);
73  }
74  for (unsigned int i = 0; i < nChannels(); i++) {
75  if ((i+1) % 10000 == 0) cout << "Processing entry # " << i+1 << endl;
76  const History* history = cellHistory(i);
77  if (!history) continue;
78  if (shapeErrorGetter) history->setShapeErrorGetter(shapeErrorGetter.get()); // Do it at history level so it doesn't "stick" afterwards,,,
79  for (unsigned int j = 0; j < history->nData(); j++) {
80  h->Fill(history->chi2(j, lwb, upb, chi2Pars, shapeErrorType, &nDofEff));
81  if (nDofLast > 0 && nDofLast != nDofEff) cout << "WARNING @ hash = " << i << ", index = " << j << " : nDof varied from " << nDofLast << " to " << nDofEff << endl;
82  nDofLast = nDofEff;
83  }
84  }
85 
86  if (nDof > 0 && nDof != nDofEff) cout << "WARNING : fixing nDof = " << nDof << ", but computer nDofEff = " << nDofEff << endl;
87  h->Draw();
88  if (fitMax < 0) return h;
89  TF1* fChi2 = fitChi2(*h, "chi2", 0, max, nDof, 0, fitMax);
90  TPaveText* p = new TPaveText(0.6, 0.85, 0.85, 0.65, "NDC");
91  p->AddText(Form("k = %.1f%%", kFactor*100));
92  p->AddText(Form("Fit #chi^{2} = %.1f", fChi2->GetChisquare()));
93  p->AddText(Form("Fit nDOF = %.1f", fChi2->GetParameter(1)));
94  p->Draw();
95  return h;
96 }

◆ chi2Func()

TF1 * DigitMonitor::chi2Func ( const char *  name,
double  xMin,
double  xMax 
)
static

Definition at line 99 of file DigitMonitor.cxx.

100 {
101  TF1* fChi2 = new TF1(name, "[0]*TMath::Power(x/2, [1]/2)/x*TMath::Exp(-x/2)/TMath::Gamma([1]/2)", xMin, xMax);
102  fChi2->SetParameter(0, 100);
103  fChi2->SetParameter(1, 3);
104  fChi2->SetParLimits(1, 1, 7);
105  return fChi2;
106 }

◆ combine()

int DigitMonitor::combine ( SimpleShape *&  shape,
SimpleShape *&  ref,
const TString &  selection = "",
bool  timeAligned = true 
) const

Definition at line 522 of file DigitMonitor.cxx.

523 {
524  FilterParams f;
525  if (!f.set(selection)) return 0;
526  int n = 0;
527  pshape = pref = nullptr;
528  //don't change existing interface, use these internally
529  std::unique_ptr<SimpleShape> shape;
530  std::unique_ptr<SimpleShape> ref;
531  double maxSum = 0;
532 
533  for (unsigned int i = 0; i < nChannels(); i++) {
534  if ((i+1) % 50000 == 0) cout << "Cell # " << i+1 << "/" << nChannels() << endl;
535  const History* history = pass(i, f);
536  if (!history) continue;
537  for (unsigned int j = 0; j < history->nData(); j++) {
538  if (!f.passEvent(*history->data(j))) continue;
539  maxSum += history->data(j)->maxValue();
540  cout << "Adding pulse (" << n+1 << ") at hash " << i << ", index " << j << ", max = " << maxSum/(n+1) << endl;
541  //cout << i << " " << j << endl;
542  auto thisData = std::make_unique<SimpleShape>(*history->data(j));
543  auto thisRef = std::unique_ptr<SimpleShape>(history->referenceShape(j));
544  if (timeAligned) {
545  if (!SimpleShape::scaleAndShift(thisData, 1, -history->data(j)->ofcTime())) return -1;
546  if (!SimpleShape::scaleAndShift(thisRef, 1, -history->data(j)->ofcTime())) return -1;
547  }
548  if (!SimpleShape::add(shape, *thisData)) return -1;
549  if (!SimpleShape::add(ref, *thisRef)) return -1;
550  n++;
551  }
552  }
553 
554  if (n==0) return -1;
555  if (!SimpleShape::scaleAndShift(shape, 1.0/n)) return -1;
556  if (!SimpleShape::scaleAndShift(ref, 1.0/n)) return -1;
557  //hand these back in existing interface
558  pshape = shape.release();
559  pref = ref.release();
560  return n;
561 }

◆ dist() [1/2]

TH1D * MonitorBase::dist ( const DataFuncSet &  func,
const DataFuncArgs &  args,
const TString &  name,
int  nBins,
double  xMin,
double  xMax,
const TString &  title = "",
const TString &  xTitle = "",
const TString &  yTitle = "",
const FilterParams &  f = FilterParams() 
) const
inherited

Definition at line 69 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

72 {
73  TH1D* h = new TH1D(name, title, nBins, xMin, xMax);
74  if (xTitle != "") h->GetXaxis()->SetTitle(xTitle);
75  if (yTitle != "") h->GetYaxis()->SetTitle(yTitle);
76  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
77  if ((i+1) % printPeriodicity == 0) cout << "Cell # " << i+1 << "/" << m_interface->nChannels() << endl;
78  const History* history = pass(i, f);
79  if (!history) continue;
80  for (unsigned int j = 0; j < history->nData(); j++) {
81  if (!f.passEvent(*history->data(j))) continue;
82  h->Fill(func.val(*history->data(j), args));
83  }
84  }
85  return h;
86 }

◆ dist() [2/2]

TH2D * MonitorBase::dist ( const DataFuncSet &  funcX,
const DataFuncArgs &  argsX,
const DataFuncSet &  funcY,
const DataFuncArgs &  argsY,
const TString &  name,
int  nBinsX,
double  xMin,
double  xMax,
int  nBinsY,
double  yMin,
double  yMax,
const TString &  title = "",
const TString &  xTitle = "",
const TString &  yTitle = "",
const FilterParams &  f = FilterParams() 
) const
inherited

Definition at line 89 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

96 {
97  TH2D* h = new TH2D(name, title, nBinsX, xMin, xMax, nBinsY, yMin, yMax);
98  if (xTitle != "") h->GetXaxis()->SetTitle(xTitle);
99  if (yTitle != "") h->GetYaxis()->SetTitle(yTitle);
100  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
101  if ((i+1) % printPeriodicity == 0) cout << "Cell # " << i+1 << "/" << m_interface->nChannels() << endl;
102  const History* history = pass(i, f);
103  if (!history) continue;
104  for (unsigned int j = 0; j < history->nData(); j++) {
105  if (!f.passEvent(*history->data(j))) continue;
106  h->Fill(funcX.val(*history->data(j), argsX),
107  funcY.val(*history->data(j), argsY));
108  }
109  }
110  return h;
111 }

◆ dump() [1/2]

bool MonitorBase::dump ( const TString &  vars,
CombinationType  comb = AverageValue,
const FilterParams &  f = FilterParams(),
const TString &  ranges = "",
unsigned int  verbosity = 1 
) const
inherited

Definition at line 317 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

319 {
320  std::vector<TString> variables, formats;
321  std::vector<DataFuncSet> funcs;
322  std::vector<DataFuncArgs> args;
323  TString locFormat, locHeader, varHeader;
324  if (!prepareDumpParams(vars, verbosity, variables, funcs, args,
325  formats, locFormat, locHeader, varHeader)) return false;
326 
327  std::vector<double> minVals, maxVals;
328  TObjArray* rangeList = ranges.Tokenize(":");
329  for (unsigned int k = 0; k < variables.size(); k++) {
330  TString range = (k < (unsigned int)rangeList->GetEntries() ? ((TObjString*)rangeList->At(k))->String() : "");
331  if (range == "") {
332  minVals.push_back(-DBL_MAX);
333  maxVals.push_back(+DBL_MAX);
334  continue;
335  }
336  TObjArray* minMaxList = range.Tokenize(",");
337  if (minMaxList->GetEntries() == 2) {
338  minVals.push_back(((TObjString*)minMaxList->At(0))->String().Atof());
339  maxVals.push_back(((TObjString*)minMaxList->At(1))->String().Atof());
340  }
341  else {
342  cout << "Invalid range specification " << range << endl;
343  return false;
344  }
345  delete minMaxList;
346  }
347  delete rangeList;
348 
349  TString header = locHeader + varHeader;
350  TString separator = "";
351  for (int i = 0; i < header.Length(); i++) separator += "-";
352  cout << separator << endl << header << endl << separator << endl;
353 
354  unsigned int nEntries = 0, nValues = 0;
355 
356  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
357  const History* history = pass(i, f);
358  if (!history) continue;
359  TString line = Form(locFormat, i, history->cellInfo()->location(verbosity).Data());
360  bool ok = true;
361  for (unsigned int k = 0; k < variables.size(); k++) {
362  double val = history_value(*history, funcs[k], args[k], comb, f, nValues);
363  if (nValues == 0 || val < minVals[k] || val >= maxVals[k]) { ok = false; break; }
364  line += Form(formats[k].Data(), val);
365  }
366  if (!ok) continue;
367  cout << line << endl;
368  nEntries++;
369  }
370  cout << nEntries << " entries selected" << endl;
371  return true;
372 }

◆ dump() [2/2]

bool MonitorBase::dump ( const TString &  vars,
const FilterParams &  f = FilterParams(),
unsigned int  verbosity = 1 
) const
inherited

Definition at line 284 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

285 {
286  std::vector<TString> variables, formats;
287  std::vector<DataFuncSet> funcs;
288  std::vector<DataFuncArgs> args;
289  TString locFormat, locHeader, varHeader;
290  if (!prepareDumpParams(vars, verbosity, variables, funcs, args,
291  formats, locFormat, locHeader, varHeader)) return false;
292  TString header = locHeader + " idx |" + varHeader;
293  TString separator = "";
294  for (int i = 0; i < header.Length(); i++) separator += "-";
295  cout << separator << endl << header << endl << separator << endl;
296 
297  unsigned int nEntries = 0;
298 
299  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
300  const History* history = pass(i, f);
301  if (!history) continue;
302  TString part1 = Form(locFormat, i, history->cellInfo()->location(verbosity).Data());
303  for (unsigned int j = 0; j < history->nData(); j++) {
304  if (!f.passEvent(*history->data(j))) continue;
305  TString line = part1 + Form(" %3d |", j);
306  for (unsigned int k = 0; k < variables.size(); k++)
307  line += Form(formats[k].Data(), funcs[k].val(*history->data(j), args[k]));
308  cout << line << endl;
309  nEntries++;
310  }
311  }
312  cout << nEntries << " entries selected" << endl;
313  return true;
314 }

◆ energyDist()

TH1D * DigitMonitor::energyDist ( const TString &  name,
int  nBins,
double  eMax = 10000 
) const

Definition at line 41 of file DigitMonitor.cxx.

42 {return dist(&Data::_energy, DataFuncArgs(), name, nBins, 0, eMax, "Energy distribution", "Energy (MeV)"); }

◆ etaPhiMap()

TH2D * MonitorBase::etaPhiMap ( const DataFuncSet &  func,
const DataFuncArgs &  args,
const TString &  name,
CaloId  calo,
short  layer,
TString  title = "",
CombinationType  comb = AverageValue,
const FilterParams &  f = FilterParams() 
) const
inherited

Definition at line 131 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

134 {
135  if (title == "") title = Form("%s %s (%s, layer %d)", name.Data(), str(comb).Data(), Id::str(calo).Data(), layer);
136  TH2D* h = Geo::etaPhiHist(calo, layer, name, title);
137  FilterParams ff(f);
138  ff.addCalo(calo);
139  ff.addLayer(layer);
140  unsigned int nValues = 0;
141  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
142  if ((i+1) % printPeriodicity == 0) cout << "Cell # " << i+1 << "/" << m_interface->nChannels() << endl;
143  const History* history = pass(i, ff);
144  if (!history) continue;
145  h->Fill(history->cellInfo()->eta(), history->cellInfo()->phi(),
146  history_value(*history, func, args, comb, f, nValues));
147  }
148  return h;
149 }

◆ fitChi2()

TF1 * DigitMonitor::fitChi2 ( TH1D &  h,
const char *  name,
double  xMin,
double  xMax,
double  nDof = -1,
double  fitMin = Definitions::none,
double  fitMax = Definitions::none 
)
static

Definition at line 109 of file DigitMonitor.cxx.

111 {
112  if (fitMin == Definitions::none) fitMin = xMin;
113  if (fitMax == Definitions::none) fitMin = xMax;
114 
115  TF1* fChi2 = chi2Func(name, xMin, xMax);
116  fChi2->SetParameter(0, 4*h.GetMaximum());
117  if (nDof > 0) fChi2->FixParameter(1, nDof);
118 
119  h.Fit(fChi2, "", "", fitMin, fitMax);
120  fChi2->SetRange(xMin, xMax);
121  return fChi2;
122 }

◆ func()

DataFuncSet MonitorBase::func ( const TString &  var)
staticinherited

Definition at line 431 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

432 {
433  if (var == "sample") return DataFuncSet(&Data::_sample);
434  if (var == "pedSubSample") return DataFuncSet(&Data::_pedestalSubstractedSample);
435  if (var == "energy") return DataFuncSet(&Data::_energy);
436  if (var == "adcMax") return DataFuncSet(&Data::_adcMax);
437  if (var == "adcMax_new") return DataFuncSet(&Data::_adcMax_new);
438  if (var == "gain") return DataFuncSet(&Data::_gain);
439  if (var == "peakSignif") return DataFuncSet(&Data::_peakSignif);
440  if (var == "energySignif") return DataFuncSet(&Data::_energySignif);
441  if (var == "ofcTime") return DataFuncSet(&Data::_ofcTime);
442  if (var == "sampleMax") return DataFuncSet(&Data::_maxValue);
443  if (var == "maxPosition") return DataFuncSet(&Data::_maxPosition);
444  if (var == "quality") return DataFuncSet(&Data::_quality);
445  if (var == "noise") return DataFuncSet(&Data::_noise);
446  if (var == "pedestal") return DataFuncSet(&Data::_pedestal);
447  if (var == "pedestalRMS") return DataFuncSet(&Data::_pedestalRMS);
448  if (var == "maxValue") return DataFuncSet(&Data::_maxValue);
449  if (var == "minValue") return DataFuncSet(&Data::_minValue);
450  if (var == "count") return DataFuncSet(&Data::_count);
451  if (var == "chi2") return DataFuncSet(&Data::_chi2);
452  if (var == "chi2_noCorr") return DataFuncSet(&Data::_chi2_noCorr);
453  if (var == "chi2_ringCorr") return DataFuncSet(&Data::_chi2_ringCorr);
454  if (var == "chi2_cellCorr") return DataFuncSet(&Data::_chi2_cellCorr);
455  if (var == "chi2_k") return DataFuncSet(&Data::_chi2_k);
456  if (var == "refitScale") return DataFuncSet(&Data::_refitScale);
457  if (var == "refitDeltaT") return DataFuncSet(&Data::_refitDeltaT);
458  if (var == "refitChi2") return DataFuncSet(&Data::_refitChi2);
459  if (var == "adjScale") return DataFuncSet(&Data::_adjScale);
460  if (var == "adjDeltaT") return DataFuncSet(&Data::_adjDeltaT);
461  if (var == "run") return DataFuncSet(&Data::_run);
462  if (var == "event") return DataFuncSet(&Data::_event);
463  if (var == "lumiBlock") return DataFuncSet(&Data::_lumiBlock);
464  if (var == "bunchId") return DataFuncSet(&Data::_bunchId);
465  if (var == "x") return DataFuncSet(&Data::_x);
466  if (var == "y") return DataFuncSet(&Data::_y);
467  if (var == "z") return DataFuncSet(&Data::_z);
468  if (var == "rt") return DataFuncSet(&Data::_rt);
469  if (var == "eta") return DataFuncSet(&Data::_eta);
470  if (var == "phi") return DataFuncSet(&Data::_phi);
471  if (var == "iEta") return DataFuncSet(&Data::_iEta);
472  if (var == "iPhi") return DataFuncSet(&Data::_iPhi);
473  if (var == "region") return DataFuncSet(&Data::_region);
474  if (var == "calo") return DataFuncSet(&Data::_calo);
475  if (var == "layer") return DataFuncSet(&Data::_layer);
476  if (var == "feedthrough") return DataFuncSet(&Data::_feedThrough);
477  if (var == "FT") return DataFuncSet(&Data::_feedThrough);
478  if (var == "slot") return DataFuncSet(&Data::_slot);
479  if (var == "channel") return DataFuncSet(&Data::_channel);
480  if (var == "ring") return DataFuncSet(&Data::_ring);
481  if (var == "index") return DataFuncSet(&Data::_index);
482  if (var == "hash") return DataFuncSet(&Data::_hash);
483  if (var == "nData") return DataFuncSet(&Data::_nData);
484  if (var == "timeNoTOF") return DataFuncSet(&Data::_timeNoTOF);
485  if (var == "timeForSplash1") return DataFuncSet(&Data::_timeForSplash1);
486  if (var == "timeForSplash2") return DataFuncSet(&Data::_timeForSplash2);
487  if (var == "delta") return DataFuncSet(&Data::_delta);
488  if (var == "residual") return DataFuncSet(&Data::_residual);
489  if (var == "residualOffset") return DataFuncSet(&Data::_residualOffset);
490  if (var == "resCorrN") return DataFuncSet(&Data::_resCorrN);
491  if (var == "xi") return DataFuncSet(&Data::_xi);
492  if (var == "xiCell") return DataFuncSet(&Data::_xiCell);
493  if (var == "xiRing") return DataFuncSet(&Data::_xiRing);
494  if (var == "xiNormCell") return DataFuncSet(&Data::_xiNormCell);
495  if (var == "xiNormRing") return DataFuncSet(&Data::_xiNormRing);
496  if (var == "xip") return DataFuncSet(&Data::_xip);
497  if (var == "residualError") return DataFuncSet(&Data::_residualError);
498  if (var == "ofcSigma") return DataFuncSet(&Data::_ofcSigma);
499  if (var == "ofcGamma") return DataFuncSet(&Data::_ofcGamma);
500  if (var == "normResidualOffset") return DataFuncSet(&Data::_normResidualOffset);
501  if (var == "normResidualError") return DataFuncSet(&Data::_normResidualError);
502  if (var == "pass") return DataFuncSet(&Data::_pass);
503  if (var == "goodForShapeCorr") return DataFuncSet(&Data::_goodForShapeCorr);
504  if (var == "upstreamE") return DataFuncSet(&Data::_upstreamE);
505  if (var == "upstreamERatio") return DataFuncSet(&Data::_upstreamERatio);
506  if (var == "chi2Anomaly") return DataFuncSet(&Data::_chi2Anomaly);
507  if (var == "timeECorr") return DataFuncSet(&Data::_timeECorr);
508 
509  return DataFuncSet();
510 }

◆ gainDist()

TH1D * DigitMonitor::gainDist ( const TString &  name) const

Definition at line 176 of file DigitMonitor.cxx.

177 {
178  TH1D* h = new TH1D(name, "gain distribution", 3, -0.5, 2.5);
179  h->GetXaxis()->SetBinLabel(1, "Low");
180  h->GetXaxis()->SetBinLabel(2, "Medium");
181  h->GetXaxis()->SetBinLabel(3, "High");
182  for (unsigned int i = 0; i < nChannels(); i++) {
183  const History* history = cellHistory(i);
184  if (!history) continue;
185  for (unsigned int j = 0; j < history->nData(); j++) h->Fill(history->data(j)->gain());
186  }
187  return h;
188 }

◆ getCellHistory()

const History * MonitorBase::getCellHistory ( unsigned int  i) const
virtualinherited

Implements LArSamples::AbsLArCells.

Definition at line 34 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

35 {
36  return interface().getCellHistory(i);
37 }

◆ getCellInfo()

const CellInfo * MonitorBase::getCellInfo ( unsigned int  i) const
virtualinherited

Reimplemented from LArSamples::AbsLArCells.

Definition at line 44 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

45 {
46  return interface().getCellInfo(i);
47 }

◆ getResiduals()

Residuals * DigitMonitor::getResiduals ( unsigned int  hash,
CaloGain::CaloGain  gain,
double  absResTrunc = -1,
bool  adjust = false,
bool  zeroTime = false 
) const

Definition at line 563 of file DigitMonitor.cxx.

564 {
565  const History* history = cellHistory(hash);
566  if (!history) return nullptr;
567  if (adjust) history = history->adjust();
568  Residuals* residuals = history->residuals(gain, absResTrunc, false, zeroTime);
569  if (adjust) delete history;
570  return residuals;
571 }

◆ getSCHistory()

const History * MonitorBase::getSCHistory ( unsigned int  i) const
virtualinherited

Implements LArSamples::AbsLArCells.

Definition at line 39 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

40 {
41  return interface().getSCHistory(i);
42 }

◆ history_value()

double MonitorBase::history_value ( const History &  history,
const DataFuncSet &  func,
const DataFuncArgs &  args,
CombinationType  comb,
const FilterParams &  f,
unsigned int &  nValues 
)
staticinherited

Definition at line 404 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

406 {
407  double val = 0, sum1 = 0, sum2 = 0;
408  nValues = 0;
409  if (comb == MaxValue) val = DBL_MIN;
410  if (comb == MinValue) val = DBL_MAX;
411  for (unsigned int j = 0; j < history.nData(); j++) {
412  if (!f.passEvent(*history.data(j))) continue;
413  double thisVal = func.val(*history.data(j), args);
414  nValues++;
415  switch (comb) {
416  case AverageValue : val += thisVal; break;
417  case MaxValue : if (thisVal > val) val = thisVal; break;
418  case MinValue : if (thisVal < val) val = thisVal; break;
419  case TotalValue : val += thisVal; break;
420  case RMSValue : sum1 += thisVal; sum2 += thisVal*thisVal; break;
421  }
422  }
423  if (comb == AverageValue && nValues > 0) val /= nValues;
424  if (comb == RMSValue)
425  val = (nValues > 0 ? TMath::Sqrt((sum2 - sum1*sum1/nValues)/nValues) : -1);
426  if (TMath::Abs(val) > 0.9*DBL_MAX) val = 0;
427  return val;
428 }

◆ interface()

const Interface& LArSamples::MonitorBase::interface ( ) const
inlineinherited

Definition at line 74 of file LArCalorimeter/LArSamplesMon/LArSamplesMon/MonitorBase.h.

74 { return *m_interface; }

◆ kMatrix()

CovMatrix LArSamples::DigitMonitor::kMatrix ( int  lwb,
int  upb 
)
inline

Definition at line 78 of file DigitMonitor.h.

78 { CovMatrix k; TVectorD means; residualParams(lwb, upb, k, means); return k; }

◆ layerDist()

TH1D * DigitMonitor::layerDist ( const TString &  name) const

Definition at line 191 of file DigitMonitor.cxx.

192 {
193  TH1D* h = new TH1D(name, "layer distribution", 4, -0.5, 3.5);
194  h->GetXaxis()->SetBinLabel(1, "PS");
195  h->GetXaxis()->SetBinLabel(2, "Strips");
196  h->GetXaxis()->SetBinLabel(3, "Middle");
197  h->GetXaxis()->SetBinLabel(4, "Back");
198  for (unsigned int i = 0; i < nChannels(); i++) {
199  const History* history = cellHistory(i);
200  if (!history) continue;
201  for (unsigned int j = 0; j < history->nData(); j++) h->Fill(history->cellInfo()->layer());
202  }
203  return h;
204 }

◆ makeResidualCorrections()

bool DigitMonitor::makeResidualCorrections ( const TString &  outputFile,
short  resTrunc = -1,
short  timeTrunc = -1,
double  absResTrunc = -1,
unsigned int  minSize = 0,
bool  weigh = false,
bool  adjust = false,
bool  zeroTime = false 
) const

Definition at line 574 of file DigitMonitor.cxx.

576 {
577  TreeShapeErrorGetter* shapeError = new TreeShapeErrorGetter(outputFile, true);
578  std::vector< std::vector<ResidualCalculator> > ringCalcs;
579  std::vector<ResidualCalculator> gainRingCalcs(Geo::nPhiRings());
580  for (unsigned int g = 0; g < CaloGain::LARNGAIN; g++) ringCalcs.push_back(gainRingCalcs);
581 
582  cout << "Processing cells" << endl;
583 
584  for (unsigned int i = 0; i < nChannels(); i++) {
585  if ((i+1) % 10000 == 0) cout << "Processing hash = " << (i+1) << endl;
586  for (unsigned int g = 0; g < CaloGain::LARNGAIN; g++) {
587  Residuals* residuals = getResiduals(i, (CaloGain::CaloGain)g, absResTrunc, adjust, zeroTime);
588  if (residuals && (resTrunc > 0 || timeTrunc > 0)) {
589  Residuals* truncated = residuals->truncate(resTrunc, timeTrunc);
590  delete residuals;
591  residuals = truncated;
592  }
593 
594  if (residuals && residuals->size() < minSize) {
595  delete residuals;
596  residuals = nullptr;
597  }
598 
599  ResidualCalculator* resCalc = nullptr;
600  if (residuals) {
601  resCalc = residuals->calculator(weigh);
602  delete residuals;
603  }
604 
605  if (!resCalc) {
606  shapeError->addCell(ResidualCalculator(), (CaloGain::CaloGain)g);
607  continue;
608  }
609 
610  cout << i << " : Phi ring " << cellHistory(i)->cellInfo()->globalPhiRing() << " : adding " << resCalc->size() << endl;
611  shapeError->addCell(*resCalc, (CaloGain::CaloGain)g);
612  ringCalcs[g][cellHistory(i)->cellInfo()->globalPhiRing()].append(*resCalc);
613  if (cellHistory(i)->cellInfo()->globalPhiRing() == 1142) cout << ringCalcs[g][cellHistory(i)->cellInfo()->globalPhiRing()].regresser()->mean(0) << endl;
614  delete resCalc;
615  }
616  }
617 
618  cout << "Processing phi-symmetric data" << endl;
619 
620  for (unsigned int g = 0; g < CaloGain::LARNGAIN; g++) {
621  for (short i = 0; i < Geo::nPhiRings(); i++) {
622  if (ringCalcs[g][i].size() > 0)
623  cout << "Saving data for gain " << g << ", phi ring " << i << ", n = " << ringCalcs[g][i].size() << ", range = " << ringCalcs[g][i].rangeStr() << endl;
624  shapeError->addRing(ringCalcs[g][i], (CaloGain::CaloGain)g);
625  }
626  }
627 
628  cout << "Done!" << endl;
629 
630  delete shapeError;
631  return true;
632 }

◆ maxValueMap()

TH2D * DigitMonitor::maxValueMap ( TString  name,
PartitionId  partition 
) const

Definition at line 53 of file DigitMonitor.cxx.

54 { return partitionMap(&Data::_maxValue, DataFuncArgs(), std::move(name), partition, "Max sample value (ADC counts)", MaxValue); }

◆ means()

TVectorD LArSamples::DigitMonitor::means ( int  lwb,
int  upb 
)
inline

Definition at line 79 of file DigitMonitor.h.

79 { CovMatrix k; TVectorD means; residualParams(lwb, upb, k, means); return means; }

◆ minValueMap()

TH2D * DigitMonitor::minValueMap ( TString  name,
PartitionId  partition 
) const

Definition at line 56 of file DigitMonitor.cxx.

57 { return partitionMap(&Data::_minValue, DataFuncArgs(), std::move(name), partition, "Min sample value (ADC counts)", MinValue); }

◆ nChannels()

unsigned int MonitorBase::nChannels ( ) const
virtualinherited

Reimplemented from LArSamples::AbsLArCells.

Definition at line 50 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

51 {
52  return interface().nChannels();
53 }

◆ nChannelsSC()

virtual unsigned int LArSamples::AbsLArCells::nChannelsSC ( ) const
inlinevirtualinherited

Definition at line 35 of file AbsLArCells.h.

35 { return Definitions::nChannelsSC; }

◆ newCellHistory()

const History * AbsLArCells::newCellHistory ( unsigned int  i) const
virtualinherited

Definition at line 44 of file AbsLArCells.cxx.

45 {
46  const History* history = getCellHistory(i);
47  if (!history) return nullptr;
48  if (!m_cellInfoCache[i]) {
49  const CellInfo* ci=history->cellInfo();
50  if (ci) {
51  m_cellInfoCache[i]=new CellInfo(*ci,false);
52  }
53  }
54  // m_cellInfoCache[i] = (history->cellInfo() ? new CellInfo(*history->cellInfo(), false) : new CellInfo());
55  return history;
56 }

◆ noiseDist()

TH1D * DigitMonitor::noiseDist ( const TString &  name,
int  nBins,
double  max 
) const

Definition at line 50 of file DigitMonitor.cxx.

51 { return dist(&Data::_noise, DataFuncArgs(), name, nBins, 0, max, "Noise distribution", "Noise (ADC counts)"); }

◆ parseVariables()

bool MonitorBase::parseVariables ( TString  varStr,
std::vector< TString > &  vars,
std::vector< DataFuncSet > &  funcs,
std::vector< DataFuncArgs > &  args 
)
staticinherited

Definition at line 152 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

154 {
155  varStr.ReplaceAll(" ", "");
156  TObjArray* varList = varStr.Tokenize(":");
157  for (int i = 0; i < varList->GetEntries(); i++) {
158  TString varAndSample = ((TObjString*)varList->At(i))->String();
159  TString var = varAndSample;
160  short sample1 = -1, sample2 = -1;
161  double par = Definitions::none;
162  TString str = "";
163  if (varAndSample.CountChar('[') + varAndSample.CountChar(']') > 0) {
164  if (varAndSample.CountChar('[') != 1 || varAndSample.CountChar(']') != 1 || varAndSample[varAndSample.Length() - 1] != ']') {
165  cout << "Invalid use of [ ] delimiters" << endl;
166  delete varList;
167  return false;
168  }
169  TObjArray* varSampList = varAndSample.Tokenize("[,]");
170  if (varSampList->GetEntries() == 2) {
171  var = ((TObjString*)varSampList->At(0))->String();
172  TString sampStr = ((TObjString*)varSampList->At(1))->String();
173  delete varSampList;
174  if (!sampStr.IsDigit()) {
175  cout << "Sample argument [sample] should be an integer" << endl;
176  delete varList;
177  return false;
178  }
179  sample1 = sampStr.Atoi();
180  }
181  else if (varSampList->GetEntries() == 3) {
182  var = ((TObjString*)varSampList->At(0))->String();
183  TString sampStr1 = ((TObjString*)varSampList->At(1))->String();
184  TString sampStr2 = ((TObjString*)varSampList->At(2))->String();
185  delete varSampList;
186  if (!sampStr1.IsDigit() || !sampStr2.IsDigit()) {
187  cout << "Sample arguments [sample1, sample2] should be an integer" << endl;
188  delete varList;
189  return false;
190  }
191  sample1 = sampStr1.Atoi();
192  sample2 = sampStr2.Atoi();
193  }
194  else {
195  cout << "Invalid specification of sample argument (expected var[sample])" << endl;
196  delete varSampList;
197  delete varList;
198  return false;
199  }
200  }
201  if (varAndSample.CountChar('(') + varAndSample.CountChar(')') > 0) {
202  if (varAndSample.CountChar('(') != 1 || varAndSample.CountChar(')') != 1 || varAndSample[varAndSample.Length() - 1] != ')') {
203  cout << "Invalid use of ( ) delimiters" << endl;
204  delete varList;
205  return false;
206  }
207  TObjArray* varSampList = varAndSample.Tokenize("(,)");
208  if (varSampList->GetEntries() == 2) {
209  var = ((TObjString*)varSampList->At(0))->String();
210  TString sampStr = ((TObjString*)varSampList->At(1))->String();
211  delete varSampList;
212  if (!sampStr.IsFloat()) {
213  cout << "floating-point argument expected between ()" << endl;
214  delete varList;
215  return false;
216  }
217  par = sampStr.Atof();
218  }
219  else {
220  cout << "Invalid specification of floating-point argument (expected func(arg))" << endl;
221  delete varSampList;
222  delete varList;
223  return false;
224  }
225  }
226  if (varAndSample(0, 5) == "pass_") {
227  str = varAndSample(5, varAndSample.Length() - 5);
228  var = "pass";
229  }
230  DataFuncSet fcn = func(var);
231  if (fcn.isNull()) {
232  cout << "Unknown variable " << var << endl;
233  return false;
234  }
235  vars.push_back(varAndSample);
236  funcs.push_back(fcn);
237  args.emplace_back(sample1, sample2, par, Definitions::none, str);
238  }
239  delete varList;
240  return true;
241 }

◆ partitionMap()

TH2D * MonitorBase::partitionMap ( const DataFuncSet &  func,
const DataFuncArgs &  args,
TString  name,
PartitionId  partition,
const TString &  title = "",
CombinationType  comb = AverageValue,
const FilterParams &  f = FilterParams() 
) const
inherited

Definition at line 113 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

115 {
116  TH2D* h = Geo::partitionHist(partition, std::move(name), title + " " + Id::str(partition));
117  unsigned int nValues = 0;
118  FilterParams ff(f);
119  ff.addPartition(partition);
120  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
121  if ((i+1) % printPeriodicity == 0) cout << "Cell # " << i+1 << "/" << m_interface->nChannels() << endl;
122  const History* history = pass(i, ff);
123  if (!history) continue;
124  h->SetBinContent(history->cellInfo()->feb() + 1, history->cellInfo()->channel() + 1,
125  history_value(*history, func, args, comb, f, nValues));
126  }
127  return h;
128 }

◆ pass()

const History * AbsLArCells::pass ( unsigned int  i,
const FilterParams &  f 
) const
inherited

Definition at line 99 of file AbsLArCells.cxx.

100 {
101  //std::cout << "Called AbsLArCells with hash " << i << std::endl;
102  if (!f.passHash(i)) return nullptr;
103  const CellInfo* info = cellInfo(i);
104  if (!info) {
105  return nullptr;
106  }
107  //std::cout << "Called AbsLArCells::pass on a cell belonging to " << Id::str(info->calo()) << std::endl;
108  bool result = f.passCell(*info);
109  delete info;
110  return result ? cellHistory(i) : nullptr;
111 }

◆ prepareDumpParams()

bool MonitorBase::prepareDumpParams ( const TString &  vars,
int  verbosity,
std::vector< TString > &  variables,
std::vector< DataFuncSet > &  funcs,
std::vector< DataFuncArgs > &  args,
std::vector< TString > &  formats,
TString &  locFormat,
TString &  locHeader,
TString &  varHeader 
) const
inherited

Definition at line 244 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

249 {
250  if (!parseVariables(vars, variables, funcs, args)) {
251  cout << "Invalid variable specification " << vars << endl;
252  return false;
253  }
254 
255  locFormat = "| %6d | %-";
256  if (verbosity <= 1)
257  locFormat += "26";
258  else if (verbosity == 2)
259  locFormat += "80";
260  else if (verbosity == 3)
261  locFormat += "108";
262  else
263  locFormat += "120";
264  locFormat += "s |";
265 
266  TString locFormatHeader = locFormat; locFormatHeader.ReplaceAll("d", "s");
267  locHeader = Form(locFormatHeader, "hash", "location");
268 
269  for (unsigned int i = 0; i < variables.size(); i++) {
270  formats.emplace_back(" %-9.8g |");
271  TString fH = formats[i]; fH.ReplaceAll("g", "s");
272  TString varName = variables[i];
273  if (args[i].i2 != -1) varName += Form("[%d, %d]", args[i].i1, args[i].i2);
274  else if (args[i].i1 != -1) varName += Form("[%d]", args[i].i1);
275  if (!Definitions::isNone(args[i].x1)) varName += Form("[%.5f]", args[i].x1);
276  if (args[i].str != "") varName += Form("_%s", args[i].str.Data());
277  varHeader += Form(fH, varName.Data());
278  }
279  return true;
280 }

◆ resetCache()

void AbsLArCells::resetCache ( ) const
virtualinherited

Definition at line 34 of file AbsLArCells.cxx.

35 {
36  if (m_cellCache) {
37  delete m_cellCache;
38  m_cellCache = nullptr;
39  }
40  m_pos = nChannels() + 1;
41 }

◆ resetCellInfoCache()

void AbsLArCells::resetCellInfoCache ( )
inherited

Definition at line 114 of file AbsLArCells.cxx.

115 {
116  unsigned int i = 0;
117  for (std::vector<CellInfo*>::iterator cellInfo = m_cellInfoCache.begin();
118  cellInfo != m_cellInfoCache.end(); ++cellInfo, i++)
119  if (*cellInfo) {
120  delete *cellInfo;
121  *cellInfo = 0;
122  }
123 }

◆ residualCorr()

double DigitMonitor::residualCorr ( unsigned int  k1,
unsigned int  k2 
) const

Definition at line 454 of file DigitMonitor.cxx.

455 {
456  double sum = 0;
457  int n = 0;
458 
459  for (unsigned int i = 0; i < nChannels(); i++) {
460  const History* history = cellHistory(i);
461  if (!history) continue;
462  for (unsigned int j = 0; j < history->nData(); j++) {
463  double residual1 = history->data(j)->delta(k1);
464  double residual2 = history->data(j)->delta(k2);
465  sum += residual1*residual2;
466  n++;
467  }
468  }
469 
470  return sum/n;
471 }

◆ residualDist()

TH1D * DigitMonitor::residualDist ( unsigned int  k,
const TString &  name,
int  nBins,
double  rMin,
double  rMax,
bool  norm = false 
) const

Definition at line 207 of file DigitMonitor.cxx.

208 {
209  TH1D* h = new TH1D(name, "Residual distribution", nBins, rMin, rMax);
210  h->GetXaxis()->SetTitle(norm ? "Residual/ADCMax (%)" : "Residual (ADC counts)");
211 
212  for (unsigned int i = 0; i < nChannels(); i++) {
213  const History* history = cellHistory(i);
214  if (!history) continue;
215  for (unsigned int j = 0; j < history->nData(); j++)
216  h->Fill(history->data(j)->delta(k)*(norm ? 100/history->data(j)->adcMax() : 1));
217  }
218  return h;
219 }

◆ residualParams()

bool DigitMonitor::residualParams ( int  lwb,
int  upb,
CovMatrix &  k,
TVectorD &  means 
) const

Definition at line 474 of file DigitMonitor.cxx.

475 {
476  CovMatrix sum2N(lwb, upb), sumCN(lwb, upb);
477  TVectorD sum(lwb, upb), sumN(lwb, upb);
478  double sumA = 0, n = 0;
479  for (unsigned int i = 0; i < nChannels(); i++) {
480  const History* history = cellHistory(i);
481  if (!history) continue;
482  for (unsigned int j = 0; j < history->nData(); j++) {
483  if (history->data(j)->adcMax() < 0) continue;
484  OFC* ofc = history->ofc(j);
485  if (!ofc || ofc->hasSameRange(lwb, upb)) { cout << "Invalid index bounds!" << endl; return false; }
486  for (int i1 = lwb; i1 <= upb; i1++) {
487  sum(i1) = sum(i1) + history->data(j)->delta(i1);
488  sumN(i1) = sumN(i1) + history->data(j)->delta(i1)/TMath::Power(history->data(j)->adcMax(), 2);
489  for (int i2 = lwb; i2 <= upb; i2++) {
490  sumCN(i1, i2) = sumCN(i1, i2) + ofc->Gamma()(i1, i2)/TMath::Power(history->data(j)->adcMax(), 2);
491  sum2N(i1, i2) = sum2N(i1, i2) + history->data(j)->delta(i1)*history->data(j)->delta(i2)/TMath::Power(history->data(j)->adcMax(),2);
492  }
493  }
494  sumA += 1/TMath::Power(history->data(j)->adcMax(), 2);
495  n++;
496  }
497  }
498 
499  sumA /= n;
500  k.ResizeTo(lwb, upb);
501  means.ResizeTo(lwb, upb);
502 
503  for (int i1 = lwb; i1 <= upb; i1++) {
504  sum(i1) = sum(i1)/n;
505  sumN(i1) = sumN(i1)/n;
506  means(i1) = sum(i1);
507  }
508 
509  for (int i1 = lwb; i1 <= upb; i1++) {
510  for (int i2 = lwb; i2 <= upb; i2++) {
511  sumCN(i1, i2) = sumCN(i1, i2)/n;
512  sum2N(i1, i2) = sum2N(i1, i2)/n;
513  k(i1, i2) = sum2N(i1, i2) - sumN(i1)*sum(i2) - sum(i1)*sumN(i2)
514  + sum(i1)*sum(i2)*sumA - sumCN(i1,i2);
515  k(i1, i2) = (k(i1, i2) >= 0 ? sqrt(k(i1, i2)) : -sqrt(-k(i1, i2)));
516  }
517  }
518  return true;
519 }

◆ residualPlots()

bool DigitMonitor::residualPlots ( CaloId  calo,
unsigned int  layer,
CaloGain::CaloGain  gain = CaloGain::LARHIGHGAIN,
bool  xip = false,
bool  ring = false,
double  lo = -0.05,
double  hi = 0.05,
const TString &  fileName = "residuals" 
)

Definition at line 222 of file DigitMonitor.cxx.

224 {
225  TH1D* h1[5];
226  TH2D* hEtaPhi[5];
227  TString globalTitle = TString(xip ? "Derivative" : "Offset") + " correction";
228  for (unsigned short k = 0; k < 5; k++) {
229  TString title = globalTitle + " for sampling " + Form("%d", k);
230  h1[k] = new TH1D(Form("h%d", k), title, 100, lo, hi);
231  h1[k]->GetXaxis()->SetTitle("correction");
232  hEtaPhi[k] = Geo::etaPhiHist(calo, layer, Form("hEtaPhi%d", k), title);
233  hEtaPhi[k]->SetMinimum(lo);
234  hEtaPhi[k]->SetMaximum(hi);
235  }
236  FilterParams f;
237  f.addCalo(calo);
238  f.addLayer(layer);
239  TH2D* hAll = new TH2D("hAll", globalTitle + " vs. sampling", 5, 0, 5, 100, lo, hi);
240  hAll->GetXaxis()->SetTitle("sampling");
241  hAll->GetYaxis()->SetTitle("correction");
242  for (unsigned int i = 0; i < nChannels(); i++) {
243  if ((i+1) % 10000 == 0) cout << "Cell # " << i+1 << "/" << nChannels() << endl;
244  const History* history = pass(i, f);
245  if (!history || history->nData() == 0) continue;
246  for (unsigned short k = 0; k < 5; k++) {
247  ShapeErrorType type = (ring ? RingShapeError : CellShapeError);
248  double xi = history->data(0)->xi(k, type, gain, xip);
249  h1[k]->Fill(xi);
250  hEtaPhi[k]->Fill(history->cellInfo()->eta(), history->cellInfo()->phi(), xi);
251  if (Id::matchCalo(calo, HEC) && history->cellInfo()->region() == 1) // For HEC, take care of larger phi size in region 1
252  hEtaPhi[k]->Fill(history->cellInfo()->eta(), history->cellInfo()->phi() - Geo::phiSize(HEC_A, 1, 1), xi);
253  }
254  }
255  for (unsigned int i = 1; i <= 100; i++)
256  for (unsigned short k = 0; k < 5; k++)
257  hAll->SetBinContent(k+1, i, h1[k]->GetBinContent(i));
258  TFile* ff = TFile::Open(fileName + ".root", "RECREATE");
259  for (unsigned short k = 0; k < 5; k++) {
260  h1[k]->Write();
261  hEtaPhi[k]->Write();
262  }
263  hAll->Write();
264  ff->Close();
265  TCanvas* c1 = new TCanvas("c1", Id::str(calo) + " layer " + Form("%d", layer), 1600, 2000);
266  c1->Divide(2,3);
267  for (unsigned short k = 0; k < 5; k++) {
268  c1->cd(k+1);
269  hEtaPhi[k]->Draw("COLZ");
270  }
271  c1->cd(6);
272  hAll->Draw();
273  c1->Print(fileName + ".png");
274  c1->Print(fileName + ".eps");
275  return true;
276 }

◆ residualPlotsGainComp()

bool DigitMonitor::residualPlotsGainComp ( CaloId  calo,
unsigned int  layer,
bool  ring = false,
bool  xip = false,
double  lo = -0.05,
double  hi = 0.05,
const TString &  fileName = "residuals" 
)

Definition at line 354 of file DigitMonitor.cxx.

356 {
357  unsigned int nBins = 100;
358  TH1D* h[5][5];
359  TString globalTitle = TString(xip ? "Derivative" : "Offset") + " correction";
360  for (unsigned short l = 0; l < 5; l++)
361  for (unsigned short k = 0; k < 5; k++)
362  h[l][k] = new TH1D(Form("h%d%d", l, k), "", nBins, l < 2 ? -15 : lo, l < 2 ? 15 : hi);
363  FilterParams f;
364  f.addCalo(calo);
365  f.addLayer(layer);
366  TH2D* hAll[5];
367  hAll[0] = new TH2D("h0All", "#xi_{high}/#delta#xi vs. sampling", 5, 0, 5, nBins, -15, 15);
368  hAll[1] = new TH2D("hDAll", "(#xi_{high} - #xi_{low})/#delta#xi vs. sampling", 5, 0, 5, nBins, -15, 15);
369  hAll[2] = new TH2D("hEAll", globalTitle + " higher-gain value vs. sampling", 5, 0, 5, nBins, 0, hi);
370  hAll[3] = new TH2D("hRAll", globalTitle + " lower-gain value vs. sampling", 5, 0, 5, nBins, lo, hi);
371  hAll[4] = new TH2D("hCAll", globalTitle + " higher-gain error vs. sampling", 5, 0, 5, nBins, lo, hi);
372  TH2D* hCor = new TH2D("hCor", globalTitle + " lower-gain vs. higher-gain values", nBins, lo, hi, nBins, lo, hi);
373  hCor->GetXaxis()->SetTitle("#xi_{high}");
374  hCor->GetYaxis()->SetTitle("#xi_{low}");
375  for (unsigned short l = 0; l < 4; l++) {
376  hAll[l]->GetXaxis()->SetTitle("sampling");
377  hAll[l]->GetYaxis()->SetTitle("significance");
378  }
379 
380  CaloGain::CaloGain hiGain = (Id::matchCalo(calo, HEC) || Id::matchCalo(calo, FCAL) ? CaloGain::LARMEDIUMGAIN : CaloGain::LARHIGHGAIN);
381  CaloGain::CaloGain loGain = (Id::matchCalo(calo, HEC) || Id::matchCalo(calo, FCAL) ? CaloGain::LARLOWGAIN : CaloGain::LARMEDIUMGAIN);
382 
383  for (unsigned int i = 0; i < nChannels(); i++) {
384  if ((i+1) % 10000 == 0) cout << "Cell # " << i+1 << "/" << nChannels() << endl;
385  const History* history = pass(i, f);
386  if (!history || history->nData() == 0) continue;
387  for (unsigned short k = 0; k < 5; k++) {
388  const ShapeErrorData* hgSED = history->shapeErrorData(hiGain, ring ? RingShapeError : CellShapeError);
389  const ShapeErrorData* lgSED = history->shapeErrorData(loGain, ring ? RingShapeError : CellShapeError);
390  if (!hgSED || !lgSED) {
391  if (hgSED) delete hgSED;
392  if (lgSED) delete lgSED;
393  continue;
394  }
395  double hgVal = (xip ? hgSED->xi()(k) : hgSED->xip()(k));
396  double lgVal = (xip ? lgSED->xi()(k) : lgSED->xip()(k));
397  double hgErr = TMath::Sqrt(xip ? hgSED->xiErr()(k,k) : hgSED->xipErr()(k,k));
398  double error = TMath::Sqrt(xip ? hgSED->xiErr()(k,k) + lgSED->xiErr()(k,k) : hgSED->xipErr()(k,k) + lgSED->xipErr()(k,k));
399  delete hgSED;
400  delete lgSED;
401  h[0][k]->Fill(hgVal/hgErr);
402  h[1][k]->Fill((hgVal - lgVal)/error);
403  h[2][k]->Fill(hgVal);
404  h[3][k]->Fill(lgVal);
405  h[4][k]->Fill(hgErr);
406  hCor->Fill(hgVal, lgVal);
407  }
408  }
409  for (unsigned int i = 1; i <= nBins; i++)
410  for (unsigned short l = 0; l < 5; l++)
411  for (unsigned short k = 0; k < 5; k++)
412  hAll[l]->SetBinContent(k+1, i, h[l][k]->GetBinContent(i));
413  TFile* ff = TFile::Open(fileName + ".root", "RECREATE");
414  for (unsigned short l = 0; l < 5; l++) {
415  for (unsigned short k = 0; k < 5; k++)
416  h[l][k]->Write();
417  hAll[l]->Write();
418  }
419  ff->Close();
420  TCanvas* c1 = new TCanvas("c1", Id::str(calo) + " layer " + Form("%d", layer), 1600, 500);
421  c1->Divide(3,1);
422  c1->cd(1); hCor->Draw();
423  TLatex l; l.SetNDC();
424  TString corrStr = Form("Correlation : %.1f%%", 100*hCor->GetCorrelationFactor());
425  l.DrawLatex(0.2, 0.8, corrStr);
426  c1->cd(2); hAll[0]->Draw("COL");
427  c1->cd(3); hAll[1]->Draw("COL");
428  c1->Print(fileName + ".png");
429  c1->Print(fileName + ".eps");
430  return true;
431 }

◆ residualPlotsRingComp()

bool DigitMonitor::residualPlotsRingComp ( CaloId  calo,
unsigned int  layer,
CaloGain::CaloGain  gain = CaloGain::LARHIGHGAIN,
bool  xip = false,
double  lo = -0.05,
double  hi = 0.05,
const TString &  fileName = "residuals" 
)

Definition at line 279 of file DigitMonitor.cxx.

281 {
282  unsigned int nBins = 100;
283  TH1D* h[5][5];
284  TString globalTitle = TString(xip ? "Derivative" : "Offset") + " correction";
285  for (unsigned short l = 0; l < 5; l++)
286  for (unsigned short k = 0; k < 5; k++)
287  h[l][k] = new TH1D(Form("h%d%d", l, k), "", nBins, l < 2 ? -15 : lo, l < 2 ? 15 : hi);
288  FilterParams f;
289  f.addCalo(calo);
290  f.addLayer(layer);
291  TH2D* hAll[5];
292  hAll[0] = new TH2D("h0All", "#xi_{cell}/#delta#xi vs. sampling", 5, 0, 5, nBins, -15, 15);
293  hAll[1] = new TH2D("hDAll", "(#xi_{cell} - #xi_{ring})/#delta#xi vs. sampling", 5, 0, 5, nBins, -15, 15);
294  hAll[2] = new TH2D("hEAll", globalTitle + " per-cell value vs. sampling", 5, 0, 5, nBins, 0, hi);
295  hAll[3] = new TH2D("hRAll", globalTitle + " per-ring value vs. sampling", 5, 0, 5, nBins, lo, hi);
296  hAll[4] = new TH2D("hCAll", globalTitle + " per-cell error vs. sampling", 5, 0, 5, nBins, lo, hi);
297  TH2D* hCor = new TH2D("hCor", globalTitle + " per-ring vs. per-cell values", nBins, lo, hi, nBins, lo, hi);
298  hCor->GetXaxis()->SetTitle("#xi_{cell}");
299  hCor->GetYaxis()->SetTitle("#xi_{ring}");
300  for (unsigned short l = 0; l < 4; l++) {
301  hAll[l]->GetXaxis()->SetTitle("sampling");
302  hAll[l]->GetYaxis()->SetTitle("significance");
303  }
304  for (unsigned int i = 0; i < nChannels(); i++) {
305  if ((i+1) % 10000 == 0) cout << "Cell # " << i+1 << "/" << nChannels() << endl;
306  const History* history = pass(i, f);
307  if (!history || history->nData() == 0) continue;
308  for (unsigned short k = 0; k < 5; k++) {
309  const ShapeErrorData* cellSED = history->shapeErrorData(gain, CellShapeError);
310  const ShapeErrorData* ringSED = history->shapeErrorData(gain, RingShapeError);
311  if (!cellSED || !ringSED) {
312  if (cellSED) delete cellSED;
313  if (ringSED) delete ringSED;
314  continue;
315  }
316  double cellVal = (xip ? cellSED->xi()(k) : cellSED->xip()(k));
317  double ringVal = (xip ? ringSED->xi()(k) : ringSED->xip()(k));
318  double cellErr = TMath::Sqrt(xip ? cellSED->xiErr()(k,k) : cellSED->xipErr()(k,k));
319  delete cellSED;
320  delete ringSED;
321  h[0][k]->Fill(cellVal/cellErr);
322  h[1][k]->Fill((cellVal - ringVal)/cellErr);
323  h[2][k]->Fill(cellVal);
324  h[3][k]->Fill(ringVal);
325  h[4][k]->Fill(cellErr);
326  hCor->Fill(cellVal, ringVal);
327  }
328  }
329  for (unsigned int i = 1; i <= nBins; i++)
330  for (unsigned short l = 0; l < 5; l++)
331  for (unsigned short k = 0; k < 5; k++)
332  hAll[l]->SetBinContent(k+1, i, h[l][k]->GetBinContent(i));
333  TFile* ff = TFile::Open(fileName + ".root", "RECREATE");
334  for (unsigned short l = 0; l < 5; l++) {
335  for (unsigned short k = 0; k < 5; k++)
336  h[l][k]->Write();
337  hAll[l]->Write();
338  }
339  ff->Close();
340  TCanvas* c1 = new TCanvas("c1", Id::str(calo) + " layer " + Form("%d", layer), 1600, 500);
341  c1->Divide(3,1);
342  c1->cd(1); hCor->Draw();
343  TLatex l; l.SetNDC();
344  TString corrStr = Form("Correlation : %.1f%%", 100*hCor->GetCorrelationFactor());
345  l.DrawLatex(0.2, 0.8, corrStr);
346  c1->cd(2); hAll[0]->Draw("COL");
347  c1->cd(3); hAll[1]->Draw("COL");
348  c1->Print(fileName + ".png");
349  c1->Print(fileName + ".eps");
350  return true;
351 }

◆ shapeErrorDist()

TH1D * DigitMonitor::shapeErrorDist ( unsigned int  k,
const TString &  name,
int  nBins,
double  rMin,
double  rMax,
double  mean = 0 
) const

Definition at line 434 of file DigitMonitor.cxx.

435 {
436  TH1D* h = new TH1D(name, "Shape error", nBins, rMin, rMax);
437  h->GetXaxis()->SetTitle("#epsilon^{2}");
438 
439  for (unsigned int i = 0; i < nChannels(); i++) {
440  const History* history = cellHistory(i);
441  if (!history) continue;
442  for (unsigned int j = 0; j < history->nData(); j++) {
443  OFC* ofc = history->ofc(j);
444  double delta = history->data(j)->delta(k) - mean;
445  double adcMax = history->data(j)->adcMax();
446  h->Fill((delta*delta - ofc->Gamma()(k, k))/(adcMax*adcMax));
447  }
448  }
449  cout << sqrt(h->GetMean())*100 << " +/- " << sqrt(h->GetMeanError())*100 << endl;
450  return h;
451 }

◆ statParams()

bool MonitorBase::statParams ( const std::vector< DataFuncSet > &  funcs,
const std::vector< DataFuncArgs > &  args,
TVectorD &  mean,
TVectorD &  meanErr,
TMatrixD &  covMatrix,
TMatrixD &  covMatrixErr,
const FilterParams &  f = FilterParams() 
) const
inherited

Definition at line 375 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

379 {
380  Averager avg(funcs.size());
381 
382  for (unsigned int i = 0; i < m_interface->nChannels(); i++) {
383  if ((i+1) % printPeriodicity == 0) cout << "Cell # " << i+1 << "/" << m_interface->nChannels() << endl;
384  const History* history = pass(i, f);
385  if (!history) continue;
386  for (unsigned int j = 0; j < history->nData(); j++) {
387  if (!f.passEvent(*history->data(j))) continue;
388  TVectorD vals(funcs.size());
389  for (unsigned int k = 0; k < funcs.size(); k++)
390  vals(k) = funcs[k].val(*history->data(j), args[k]);
391  avg.fill(vals);
392  }
393  }
394 
395  mean = avg.means();
396  meanErr = avg.meanErrors();
397  covMatrix = avg.covarianceMatrix();
398  covMatrixErr = avg.covarianceMatrixErrors();
399 
400  return true;
401 }

◆ str()

TString MonitorBase::str ( CombinationType  comb)
staticinherited

Definition at line 56 of file LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx.

57 {
58  switch (comb) {
59  case AverageValue : return "average";
60  case MaxValue : return "max value";
61  case MinValue : return "min value";
62  case TotalValue : return "total value";
63  case RMSValue : return "RMS";
64  }
65  return "";
66 }

◆ timeDist()

TH1D * DigitMonitor::timeDist ( const TString &  name,
int  nBins,
double  tMin = -25,
double  tMax = 25 
) const

Definition at line 44 of file DigitMonitor.cxx.

45 { return dist(&Data::_ofcTime, DataFuncArgs(), name, nBins, tMin, tMax, "Time distribution", "Time (ns)"); }

Member Data Documentation

◆ m_cellCache

const History* LArSamples::AbsLArCells::m_cellCache
mutableprivateinherited

Definition at line 55 of file AbsLArCells.h.

◆ m_cellInfoCache

std::vector<CellInfo*> LArSamples::AbsLArCells::m_cellInfoCache
mutableprivateinherited

Definition at line 56 of file AbsLArCells.h.

◆ m_interface

const Interface* LArSamples::MonitorBase::m_interface
privateinherited

Definition at line 87 of file LArCalorimeter/LArSamplesMon/LArSamplesMon/MonitorBase.h.

◆ m_pos

unsigned int LArSamples::AbsLArCells::m_pos
mutableprivateinherited

Definition at line 54 of file AbsLArCells.h.

◆ printPeriodicity

const int LArSamples::MonitorBase::printPeriodicity = 10000
staticinherited

Definition at line 79 of file LArCalorimeter/LArSamplesMon/LArSamplesMon/MonitorBase.h.

The documentation for this class was generated from the following files:
xAOD::iterator
JetConstituentVector::iterator iterator
Definition: JetConstituentVector.cxx:68
LArSamples::Data::_layer
int _layer(const DataFuncArgs &args) const
Definition: Data.cxx:329
LArSamples::Geo::phiSize
static double phiSize(CaloId calo, short layer, short region, short iPhi=-1)
Definition: Geometry.cxx:344
LArSamples::Data::_eta
double _eta(const DataFuncArgs &args) const
Definition: Data.cxx:501
plotBeamSpotCompare.x1
x1
Definition: plotBeamSpotCompare.py:215
trigbs_pickEvents.ranges
ranges
Definition: trigbs_pickEvents.py:60
beamspotnt.var
var
Definition: bin/beamspotnt.py:1393
LArSamples::CellInfo::feb
short feb() const
Definition: CellInfo.cxx:102
LArSamples::AbsLArCells::m_pos
unsigned int m_pos
Definition: AbsLArCells.h:54
LArSamples::MonitorBase::dist
TH1D * dist(const DataFuncSet &func, const DataFuncArgs &args, const TString &name, int nBins, double xMin, double xMax, const TString &title="", const TString &xTitle="", const TString &yTitle="", const FilterParams &f=FilterParams()) const
Definition: LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx:69
LArSamples::Geo::etaPhiHist
static TH2D * etaPhiHist(CaloId calo, short layer, const TString &name, const TString &title)
Definition: Geometry.cxx:549
PlotCalibFromCool.norm
norm
Definition: PlotCalibFromCool.py:100
LArSamples::Data::_xip
double _xip(const DataFuncArgs &args) const
Definition: Data.h:218
LArSamples::Data::_chi2_noCorr
double _chi2_noCorr(const DataFuncArgs &args) const
Definition: Data.cxx:204
LArSamples::HEC
@ HEC
Definition: CaloId.h:26
WriteBchToCool.adjust
adjust
Definition: WriteBchToCool.py:73
LArSamples::CellInfo::globalPhiRing
short globalPhiRing() const
Definition: CellInfo.cxx:125
mean
void mean(std::vector< double > &bins, std::vector< double > &values, const std::vector< std::string > &files, const std::string &histname, const std::string &tplotname, const std::string &label="")
Definition: dependence.cxx:254
LArSamples::MonitorBase::func
static DataFuncSet func(const TString &var)
Definition: LArCalorimeter/LArSamplesMon/src/MonitorBase.cxx:431
get_generator_info.result
result
Definition: get_generator_info.py:21
header
Definition: hcg.cxx:526
LArSamples::TreeShapeErrorGetter::addCell
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