Analysis::CalibrationDataInterfaceTool Class Reference

hold: in particular, "channel" (jet author) aliasing is possible. More...

#include <CalibrationDataInterfaceTool.h>

Inheritance diagram for Analysis::CalibrationDataInterfaceTool:

Collaboration diagram for Analysis::CalibrationDataInterfaceTool:

Public Types
enum	variableType { kEta , kAbsEta , kPt }
	known variable types that can be used as function arguments More...

Public Member Functions
	CalibrationDataInterfaceTool (const std::string &, const std::string &, const IInterface *)
virtual	~CalibrationDataInterfaceTool ()=default
	default destructor
virtual StatusCode	initialize () override
	standard Athena-Algorithm method
CalibResult	getEfficiency (const Jet &jet, const std::string &label, const std::string &OP, Uncertainty unc=None) const
	Main interface methods accessing the flavour tagging performance information.
CalibResult	getMCEfficiency (const Jet &jet, const std::string &label, const std::string &OP, Uncertainty unc=None) const
	"MC" efficiency retrieval
CalibResult	getScaleFactor (const Jet &jet, const std::string &label, const std::string &OP, Uncertainty unc=None) const
	efficiency scale factor retrieval
const std::string &	EffCalibrationName (const std::string &flavour, unsigned int mapIndex=0) const
	Main interface methods accessing the flavour tagging performance information.
void	setEffCalibrationNames (const std::map< std::string, std::vector< std::string > > &names)
const std::string &	SFCalibrationName (const std::string &flavour) const
void	setSFCalibrationNames (const std::map< std::string, std::string > &names)

Protected Member Functions
std::string	getContainername (const std::string &flavour, bool SF, unsigned int mapIndex=0) const
	auxiliary function for string concatenation
std::string	getBasename (const std::string &name) const
	auxiliary function for retrieval of name within the directory
double	combinedUncertainty (double stat, const std::pair< double, double > &syst) const
	utility function for combination of statistical and (a priori asymmetric) systematic uncertainty.

Protected Attributes
std::string	m_taggerName
	tagging algorithm name

Private Member Functions
void	registerObjects (const std::string &folder, const std::string &OP) const
	auxiliary function dealing with registration of objects
void	retrieveFunctionArguments (const Jet &jet, const std::string &object, Double_t *x) const
	auxiliary function to retrieve values of function arguments
void	makeVariables (const Jet &jet, CalibrationDataVariables &x) const
	auxiliary function to create the intermediate struct needed for the data layer

Private Attributes
std::string	m_EffcalibrationBName
	calibration curves for b, c, and light-flavour jets
std::string	m_EffcalibrationCName
std::string	m_EffcalibrationTName
std::string	m_EffcalibrationLightName
std::string	m_SFcalibrationBName
std::string	m_SFcalibrationCName
std::string	m_SFcalibrationTName
std::string	m_SFcalibrationLightName
ToolHandle< CalibrationBroker >	m_broker {this, "CalibrationBroker", "", "brief pointer to the performance broker"}
	pointer to the performance broker
std::map< std::string, std::vector< std::string > >	m_calibrationEffNames
	this simply collects the per-flavour properties.
std::map< std::string, std::string >	m_calibrationSFNames

Detailed Description

hold: in particular, "channel" (jet author) aliasing is possible.

This tool provides an interface to flavour tagging performance estimates.

The difference is that run-time information is to be provided in a text file to be interpreted using ROOT's TEnv and

DB representation (all residing under a common root folder): .../<jet author>/<tagger>/<operating point>/<flavour>/<object name> where <operating point> can be a weight cut (represented as a string, with the period replaced with an underscore) or the string "Continuous" (for continuous calibration purposes).

Author

Frank Filthaut F.Fil.nosp@m.thau.nosp@m.t@sci.nosp@m.ence.nosp@m..ru.n.nosp@m.l

A separate instance should be used for each different tagging algorithm. For each instance, all appropriate jet collections and tagger operating points need to be specified.

The model:

• b-jets: data-MC scale factor (factorised 2D function of eta, pt) MC reference the product is the data efficiency; alternatively, the scale factor may be used
• c-jets: as for b-jets, but with a different MC reference
• light-flavour jets: data-MC scale factor (factorised 2D function of eta, pt) MC reference Besides the results, it is also possible to retrieve associated uncertainties. This need not be configured, and a choice as to the uncertainty component can be made on a case-by-case basis.

To retrieve results from COOL, a CalibrationBroker instance is used (a separate one from the one used for tagger weight distributions). This allows to use the CalibrationBroker's channel aliasing (although possibly with different aliases). Of course it is up to the user to verify that the aliasing is appropriate!

DB representation (all residing under a common root folder): .../<jet author>/<tagger>/<operating point>/<flavour>/<object name>

Author

Frank Filthaut F.Fil.nosp@m.thau.nosp@m.t@sci.nosp@m.ence.nosp@m..ru.n.nosp@m.l

Definition at line 64 of file CalibrationDataInterfaceTool.h.

Member Enumeration Documentation

variableType

enum Analysis::CalibrationDataInterfaceBase::variableType

inherited

known variable types that can be used as function arguments

Enumerator
kEta
kAbsEta
kPt

Definition at line 67 of file CalibrationDataInterfaceBase.h.

{ kEta, kAbsEta, kPt };

Constructor & Destructor Documentation

CalibrationDataInterfaceTool()

Analysis::CalibrationDataInterfaceTool::CalibrationDataInterfaceTool	(	const std::string &	t,
		const std::string &	n,
		const IInterface *	p )

Definition at line 28 of file CalibrationDataInterfaceTool.cxx.

                                                            :
  AthAlgTool(t,n,p),
  m_broker("PerformanceBroker")
{
  declareProperty("taggerName", m_taggerName = "undefined",
          "tagging algorithm name");
  declareProperty("operatingPoints", m_operatingPoints,
          "operating points for this tagging algorithm");
  declareProperty("efficiencyCalibrationBName", m_EffcalibrationBName = "default",
          "efficiency calibration curve for b jets");
  declareProperty("efficiencyCalibrationCName", m_EffcalibrationCName = "default",
          "efficiency calibration curve for c jets");
  declareProperty("efficiencyCalibrationTName", m_EffcalibrationTName = "default",
          "efficiency calibration curve for tau jets");
  declareProperty("efficiencyCalibrationLightName", m_EffcalibrationLightName = "default",
          "efficiency calibration curve for light-flavour jets");
  declareProperty("scaleFactorCalibrationBName", m_SFcalibrationBName = "default",
          "scale factor calibration curve for b jets");
  declareProperty("scaleFactorCalibrationCName", m_SFcalibrationCName = "default",
          "scale factor calibration curve for c jets");
  declareProperty("scaleFactorCalibrationTName", m_SFcalibrationTName = "default",
          "scale factor calibration curve for tau jets");
  declareProperty("scaleFactorCalibrationLightName", m_SFcalibrationLightName = "default",
          "scale factor calibration curve for light-flavour jets");
  declareProperty("PerformanceBroker", m_broker,
          "tool interfacing with COOL Database");
}

~CalibrationDataInterfaceTool()

virtual Analysis::CalibrationDataInterfaceTool::~CalibrationDataInterfaceTool ( )

virtualdefault

default destructor

Member Function Documentation

combinedUncertainty()

double Analysis::CalibrationDataInterfaceBase::combinedUncertainty ( double stat, const std::pair< double, double > & syst ) const

protectedinherited

utility function for combination of statistical and (a priori asymmetric) systematic uncertainty.

NB perhaps this should be in its own

Definition at line 147 of file CalibrationDataInterfaceBase.cxx.

{
  // Return the total (combined statistical and systematic) uncertainty started from
  // its individual components. The result is symmetrised by using only the larger of
  // the (a priori asymmetric) up- and downward systematic uncertainties.
 
  // The systematic uncertainty is (a priori) asymmetric, but this interface doesn't
  // at present allow for asymmetric uncertainties.
  // Address this by taking the larger (absolute) value of the two.
  double largest = syst.first;
  if (TMath::Abs(syst.second) > TMath::Abs(largest)) largest = syst.second;
 
  return TMath::Sqrt(stat*stat + largest*largest);
}

EffCalibrationName()

const std::string & Analysis::CalibrationDataInterfaceBase::EffCalibrationName ( const std::string & flavour, unsigned int mapIndex = 0 ) const

inherited

Main interface methods accessing the flavour tagging performance information.

Note that for both of the following, the label is assumed to adhere to the TruthInfo conventions (see package PhysicsAnalysis/JetTagging/JetTagInfo).

Definition at line 47 of file CalibrationDataInterfaceBase.cxx.

{
  // Return the MC efficiency name for the given flavour.
  // Note that no check is performed on the validity of the flavour.
  
  try {
    return m_calibrationEffNames.at(flavour)[mapIndex];
  }
  catch (const std::out_of_range& e) {
    std::cerr << "EffCalibrationName: flavour '" << flavour << "' is not known." << std::endl;
    throw e;
  }
}

getBasename()

std::string Analysis::CalibrationDataInterfaceBase::getBasename ( const std::string & name ) const

protectedinherited

auxiliary function for retrieval of name within the directory

Definition at line 138 of file CalibrationDataInterfaceBase.cxx.

{
  // Retrieve the name within the directory starting from the full name
 
  return name.substr(name.find_last_of('/')+1, std::string::npos);
}

getContainername()

std::string Analysis::CalibrationDataInterfaceBase::getContainername ( const std::string & flavour, bool SF, unsigned int mapIndex = 0 ) const

protectedinherited

auxiliary function for string concatenation

auxiliary function for retrieval of container name

Definition at line 118 of file CalibrationDataInterfaceBase.cxx.

{
  // Construct the full pathname corresponding to the container indicated by the combination
  // of tagging operating point, jet flavour, and a possible extra extension. The calibration
  // container name (stored internally) is also attached.
 
  const std::vector<std::string>& effNames = m_calibrationEffNames.at(flavour);
  if (!SF && mapIndex >= effNames.size()) {
    std::cerr << "getContainername: given mapIndex=" << mapIndex << " incompatible with array size "
          << effNames.size() << "; resetting to 0" << std::endl;
    mapIndex = 0;
  }
  std::string name = SF ? m_calibrationSFNames.at(flavour) : effNames[mapIndex];
  name += SF ? "_SF" : "_Eff";
 
  return name;
}

getEfficiency()

Analysis::CalibResult Analysis::CalibrationDataInterfaceTool::getEfficiency	(	const Jet &	jet,
		const std::string &	label,
		const std::string &	OP,
		Uncertainty	unc = None ) const

Main interface methods accessing the flavour tagging performance information.

Note that for both of the following, the label is assumed to adhere to the TruthInfo conventions (see package PhysicsAnalysis/JetTagging/JetTagInfo). efficiency retrieval

Definition at line 271 of file CalibrationDataInterfaceTool.cxx.

{
  Analysis::CalibResult sfResult = getScaleFactor(jet, label, OP, unc);
  Analysis::CalibResult effResult = getMCEfficiency(jet, label, OP, unc);
 
  double relative = 0;
  double value = effResult.first*sfResult.first;
  if (value != 0) {
    relative = effResult.second/effResult.first;
    double sfRelative = sfResult.second/sfResult.first;
    relative = std::sqrt(sfRelative*sfRelative + relative*relative);
  } else {
    ATH_MSG_WARNING("in " << name() << ": null result, SF=" << sfResult.first
            << " MC eff=" << effResult.first);
    relative = Analysis::dummyValue;
  }
 
  return std::make_pair(value,value*relative);
}

getMCEfficiency()

Analysis::CalibResult Analysis::CalibrationDataInterfaceTool::getMCEfficiency	(	const Jet &	jet,
		const std::string &	label,
		const std::string &	OP,
		Uncertainty	unc = None ) const

"MC" efficiency retrieval

Definition at line 209 of file CalibrationDataInterfaceTool.cxx.

{
  // extract the relevant jet quantities: kinematic variables and jet author
 
  // for light-flavour jets, rename from "N/A"
  string flavour(label);
  if (flavour == "N/A") flavour = "Light";
 
  string author = jet.jetAuthor();
 
  string effName(getBasename(OP, flavour, "_Eff", false));
 
  // Return a dummy result if the object is not found
  std::pair<CalibrationDataContainer*,bool> ret =
    m_broker->retrieveTObject<CalibrationDataContainer>(m_taggerName, author, effName);
  CalibrationDataContainer* container = ret.first;
  if (! container) {
    ATH_MSG_WARNING("in " << name() << ": unable to find Eff calibration for object with "
            << "tagger/jetCollection/flavour/operating point = "
            << m_taggerName << "/" << author << "/" << flavour << "/" << OP);
    return Analysis::dummyResult;
  }
 
  /* Here, it isn't obvious what to do with the second element of the pair returned:
     This indicates whether a new object has been loaded (presumably due to IOV changes),
     but the CalibrationDataContainer should take of any necessary computations itself.
   */
 
  // fill the CalibrationDataVariables object
  CalibrationDataVariables variables;
  makeVariables (jet, variables);
 
  // always retrieve the result itself
  double value;
  if (container->getResult(variables, value) == CalibrationDataContainer::kError)
    return Analysis::dummyResult;
 
  // retrieve the statistical uncertainty if desired
  double stat(0);
  if (unc == Total || unc == Statistical) {
    if (container->getStatUncertainty(variables, stat) == CalibrationDataContainer::kError)
      cerr << "getMCEfficiency: error retrieving MC efficiency statistical uncertainty!"
       << endl;
  }
  UncertaintyResult resSyst(0,0);
  if (unc == Total || unc == Systematic) {
    if (container->getSystUncertainty(variables, resSyst) == CalibrationDataContainer::kError)
      cerr << "getMCEfficiency: error retrieving MC efficiency parameter systematic uncertainty!"
       << endl;
  }
 
  double uncertainty = combinedUncertainty(stat, resSyst);
  Analysis::CalibResult result = std::make_pair(value, uncertainty);
 
  result.first = std::max(0., std::min(1., result.first));
  return result;
}

getScaleFactor()

Analysis::CalibResult Analysis::CalibrationDataInterfaceTool::getScaleFactor	(	const Jet &	jet,
		const std::string &	label,
		const std::string &	OP,
		Uncertainty	unc = None ) const

efficiency scale factor retrieval

Definition at line 144 of file CalibrationDataInterfaceTool.cxx.

{
  // // For now, a calibration for the charm efficiency scale factor is assumed not to exist
  // if (label == "C") return getScaleFactor(jet, "B", OP, unc);
 
  // for light-flavour jets, rename from "N/A"
  string flavour(label);
  if (flavour == "N/A") flavour = "Light";
 
  string author = jet.jetAuthor();
 
  string sfName(getBasename(OP, flavour, "_SF", true));
 
  // Return a dummy result if the object is not found
  std::pair<CalibrationDataContainer*,bool> ret =
    m_broker->retrieveTObject<CalibrationDataContainer>(m_taggerName, author, sfName);
  CalibrationDataContainer* container = ret.first;
  if (! container) {
    ATH_MSG_WARNING("in " << name() << ": unable to find SF calibration for object with "
            << "tagger/jetCollection/flavour/operating point = "
            << m_taggerName << "/" << author << "/" << flavour << "/" << OP);
    return Analysis::dummyResult;
  }
 
  /* Here, it isn't obvious what to do with the second element of the pair returned:
     This indicates whether a new object has been loaded (presumably due to IOV changes),
     but the CalibrationDataContainer should take of any necessary computations itself.
   */
 
  // fill the CalibrationDataVariables object
  CalibrationDataVariables variables;
  makeVariables (jet, variables);
 
  // always retrieve the result itself
  double value;
  if (container->getResult(variables, value) == CalibrationDataContainer::kError)
    return Analysis::dummyResult;
 
  // retrieve the statistical uncertainty if desired
  double stat(0);
  if (unc == Total || unc == Statistical) {
    if (container->getStatUncertainty(variables, stat) == CalibrationDataContainer::kError)
      cerr << "getScaleFactor: error retrieving Scale factor statistical uncertainty!"
       << endl;
  }
  UncertaintyResult resSyst(0,0);
  if (unc == Total || unc == Systematic) {
    if (container->getSystUncertainty(variables, resSyst) == CalibrationDataContainer::kError)
      cerr << "getScaleFactor: error retrieving Scale factor parameter systematic uncertainty!"
       << endl;
  }
 
  double uncertainty = combinedUncertainty(stat, resSyst);
  Analysis::CalibResult result = std::make_pair(value, uncertainty);
 
  result.first = std::max(0., result.first);
  if (std::abs(result.first) < Analysis::CalibZERO)
    result.first = 1.;
  return result;
}

initialize()

StatusCode Analysis::CalibrationDataInterfaceTool::initialize ( )

overridevirtual

standard Athena-Algorithm method

Definition at line 59 of file CalibrationDataInterfaceTool.cxx.

{
  
//  StatusCode sc = AthAlgTool::initialize();
//  if (sc.isFailure()) return sc;
//
//  sc = m_broker.retrieve();
//  if (sc.isFailure()) {
//    ATH_MSG_FATAL("initialize() in " << name() << ": unable to retrieve CalibrationBroker tool!");
//    return sc;
//  }
 
  string::size_type end;
 
  std::vector<string> calibrationBNames;
  if (m_EffcalibrationBName.size() > 0) {
    do {
      end = m_EffcalibrationBName.find(";");
      calibrationBNames.push_back(m_EffcalibrationBName.substr(0,end));
      if (end != string::npos) m_EffcalibrationBName = m_EffcalibrationBName.substr(end+1);
    } while (end != string::npos);
  }
 
  std::vector<string> calibrationCNames;
  if (m_EffcalibrationCName.size() > 0) {
    do {
      end = m_EffcalibrationCName.find(";");
      calibrationCNames.push_back(m_EffcalibrationCName.substr(0,end));
      if (end != string::npos) m_EffcalibrationCName = m_EffcalibrationCName.substr(end+1);
    } while (end != string::npos);
  }
 
  std::vector<string> calibrationTNames;
  if (m_EffcalibrationTName.size() > 0) {
    do {
      end = m_EffcalibrationTName.find(";");
      calibrationTNames.push_back(m_EffcalibrationTName.substr(0,end));
      if (end != string::npos) m_EffcalibrationTName = m_EffcalibrationTName.substr(end+1);
    } while (end != string::npos);
  }
 
  std::vector<string> calibrationLightNames;
  if (m_EffcalibrationLightName.size() > 0) {
    do {
      end = m_EffcalibrationLightName.find(";");
      calibrationLightNames.push_back(m_EffcalibrationLightName.substr(0,end));
      if (end != string::npos) m_EffcalibrationLightName = m_EffcalibrationLightName.substr(end+1);
    } while (end != string::npos);
  }
 
 
  // insert the calibration names into a common object
  std::map<string, std::vector<string> > effNames;
  effNames["B"] = calibrationBNames;
  effNames["C"] = calibrationCNames;
  effNames["T"] = calibrationTNames;
  effNames["Light"] = calibrationLightNames;
  setEffCalibrationNames(effNames);
 
  // insert the calibration names into a common object
  std::map<string, string> calibrationNames;
  calibrationNames["B"] = m_SFcalibrationBName;
  calibrationNames["C"] = m_SFcalibrationCName;
  calibrationNames["T"] = m_SFcalibrationTName;
  calibrationNames["Light"] = m_SFcalibrationLightName;
  setSFCalibrationNames(calibrationNames);
 
  // register all objects
  for (std::map<string, string>::const_iterator it = calibrationNames.begin();
       it != calibrationNames.end(); ++it) {
    for (std::vector<string>::const_iterator op = m_operatingPoints.begin();
     op != m_operatingPoints.end(); ++op) {
      registerObjects(it->first, *op);
    }
  }
 
  ATH_MSG_INFO("initialize() successful in " << name());
  return StatusCode::SUCCESS;
}

makeVariables()

void Analysis::CalibrationDataInterfaceTool::makeVariables ( const Jet & jet, CalibrationDataVariables & x ) const

private

auxiliary function to create the intermediate struct needed for the data layer

Definition at line 309 of file CalibrationDataInterfaceTool.cxx.

{
  x.jetAuthor = jet.jetAuthor();
  x.jetPt = jet.pt() * 0.001;  // NB convert from MeV to GeV!
  x.jetEta = jet.eta();
}

registerObjects()

void Analysis::CalibrationDataInterfaceTool::registerObjects ( const std::string & folder, const std::string & OP ) const

private

auxiliary function dealing with registration of objects

Definition at line 294 of file CalibrationDataInterfaceTool.cxx.

{
  static const string slash("/");
 
  string common = OP; common += slash;
  common += flavour; common += slash;
  string nameEff(common); nameEff += EffCalibrationName(flavour); nameEff += "_Eff";
  string nameSF(common); nameSF += SFCalibrationName(flavour); nameSF += "_SF";
 
  m_broker->registerHistogram(m_taggerName, nameSF);
  m_broker->registerHistogram(m_taggerName, nameEff);
}

retrieveFunctionArguments()

void Analysis::CalibrationDataInterfaceTool::retrieveFunctionArguments ( const Jet & jet, const std::string & object, Double_t * x ) const

private

auxiliary function to retrieve values of function arguments

setEffCalibrationNames()

void Analysis::CalibrationDataInterfaceBase::setEffCalibrationNames ( const std::map< std::string, std::vector< std::string > > & names )

inherited

Definition at line 63 of file CalibrationDataInterfaceBase.cxx.

{
  // Set the MC efficiency names.
 
  m_calibrationEffNames = names;
}

setSFCalibrationNames()

void Analysis::CalibrationDataInterfaceBase::setSFCalibrationNames ( const std::map< std::string, std::string > & names )

inherited

Definition at line 87 of file CalibrationDataInterfaceBase.cxx.

{
  // Set the efficiency scale factor calibration names.
 
  m_calibrationSFNames = names;
}

SFCalibrationName()

const std::string & Analysis::CalibrationDataInterfaceBase::SFCalibrationName ( const std::string & flavour ) const

inherited

Definition at line 72 of file CalibrationDataInterfaceBase.cxx.

{
  // Return the efficiency scale factor calibration name for the given flavour.
  // Note that no check is performed on the validity of the flavour.
 
  try {
    return m_calibrationSFNames.at(flavour);
  }
  catch (const std::out_of_range& e) {
    std::cerr << "SFCalibrationName: flavour '" << flavour << "' is not known." << std::endl;
    throw e;
  }
}

Member Data Documentation

m_broker

ToolHandle<CalibrationBroker> Analysis::CalibrationDataInterfaceTool::m_broker {this, "CalibrationBroker", "", "brief pointer to the performance broker"}

private

pointer to the performance broker

Definition at line 118 of file CalibrationDataInterfaceTool.h.

{this, "CalibrationBroker", "", "brief pointer to the performance broker"};

m_calibrationEffNames

std::map<std::string, std::vector<std::string> > Analysis::CalibrationDataInterfaceBase::m_calibrationEffNames

privateinherited

this simply collects the per-flavour properties.

Definition at line 72 of file CalibrationDataInterfaceBase.h.

m_calibrationSFNames

std::map<std::string, std::string> Analysis::CalibrationDataInterfaceBase::m_calibrationSFNames

privateinherited

Definition at line 73 of file CalibrationDataInterfaceBase.h.

m_EffcalibrationBName

std::string Analysis::CalibrationDataInterfaceTool::m_EffcalibrationBName

private

calibration curves for b, c, and light-flavour jets

Definition at line 108 of file CalibrationDataInterfaceTool.h.

m_EffcalibrationCName

std::string Analysis::CalibrationDataInterfaceTool::m_EffcalibrationCName

private

Definition at line 109 of file CalibrationDataInterfaceTool.h.

m_EffcalibrationLightName

std::string Analysis::CalibrationDataInterfaceTool::m_EffcalibrationLightName

private

Definition at line 111 of file CalibrationDataInterfaceTool.h.

m_EffcalibrationTName

std::string Analysis::CalibrationDataInterfaceTool::m_EffcalibrationTName

private

Definition at line 110 of file CalibrationDataInterfaceTool.h.

m_SFcalibrationBName

std::string Analysis::CalibrationDataInterfaceTool::m_SFcalibrationBName

private

Definition at line 112 of file CalibrationDataInterfaceTool.h.

m_SFcalibrationCName

std::string Analysis::CalibrationDataInterfaceTool::m_SFcalibrationCName

private

Definition at line 113 of file CalibrationDataInterfaceTool.h.

m_SFcalibrationLightName

std::string Analysis::CalibrationDataInterfaceTool::m_SFcalibrationLightName

private

Definition at line 115 of file CalibrationDataInterfaceTool.h.

m_SFcalibrationTName

std::string Analysis::CalibrationDataInterfaceTool::m_SFcalibrationTName

private

Definition at line 114 of file CalibrationDataInterfaceTool.h.

m_taggerName

std::string Analysis::CalibrationDataInterfaceBase::m_taggerName

protectedinherited

tagging algorithm name

Definition at line 94 of file CalibrationDataInterfaceBase.h.

---

The documentation for this class was generated from the following files:

• CalibrationDataInterfaceTool.h
• CalibrationDataInterfaceTool.cxx