ECLShowerShapePureCsIModule Class Reference

The very same module but for PureCsI. More...

#include <ECLShowerShapeModule.h>

Inheritance diagram for ECLShowerShapePureCsIModule:

Public Types
enum	{   c_thetaType = 0 ,   c_phiType = 1 }
	Enumeration of type for second moment corrections. More...
enum	EModulePropFlags {   c_Input = 1 ,   c_Output = 2 ,   c_ParallelProcessingCertified = 4 ,   c_HistogramManager = 8 ,   c_InternalSerializer = 16 ,   c_TerminateInAllProcesses = 32 ,   c_DontCollectStatistics = 64 }
	Each module can be tagged with property flags, which indicate certain features of the module. More...
typedef ModuleCondition::EAfterConditionPath	EAfterConditionPath
	Forward the EAfterConditionPath definition from the ModuleCondition.

Public Member Functions
virtual const char *	eclShowerArrayName () const override
	PureCsI name ECLShowersPureCsI.
virtual const char *	eclCalDigitArrayName () const override
	PureCsI name ECLCalDigitsPureCsI.
virtual const char *	eclConnectedRegionArrayName () const override
	PureCsI name ECLConnectedRegionsPureCsI.
virtual void	initialize () override
	Initialize.
virtual void	beginRun () override
	Begin run.
virtual void	event () override
	Event.
virtual void	endRun () override
	End run.
virtual void	terminate () override
	Terminate.
virtual std::vector< std::string >	getFileNames (bool outputFiles)
	Return a list of output filenames for this modules.
const std::string &	getName () const
	Returns the name of the module.
const std::string &	getType () const
	Returns the type of the module (i.e.
const std::string &	getPackage () const
	Returns the package this module is in.
const std::string &	getDescription () const
	Returns the description of the module.
void	setName (const std::string &name)
	Set the name of the module.
void	setPropertyFlags (unsigned int propertyFlags)
	Sets the flags for the module properties.
LogConfig &	getLogConfig ()
	Returns the log system configuration.
void	setLogConfig (const LogConfig &logConfig)
	Set the log system configuration.
void	setLogLevel (int logLevel)
	Configure the log level.
void	setDebugLevel (int debugLevel)
	Configure the debug messaging level.
void	setAbortLevel (int abortLevel)
	Configure the abort log level.
void	setLogInfo (int logLevel, unsigned int logInfo)
	Configure the printed log information for the given level.
void	if_value (const std::string &expression, const std::shared_ptr< Path > &path, EAfterConditionPath afterConditionPath=EAfterConditionPath::c_End)
	Add a condition to the module.
void	if_false (const std::shared_ptr< Path > &path, EAfterConditionPath afterConditionPath=EAfterConditionPath::c_End)
	A simplified version to add a condition to the module.
void	if_true (const std::shared_ptr< Path > &path, EAfterConditionPath afterConditionPath=EAfterConditionPath::c_End)
	A simplified version to set the condition of the module.
bool	hasCondition () const
	Returns true if at least one condition was set for the module.
const ModuleCondition *	getCondition () const
	Return a pointer to the first condition (or nullptr, if none was set)
const std::vector< ModuleCondition > &	getAllConditions () const
	Return all set conditions for this module.
bool	evalCondition () const
	If at least one condition was set, it is evaluated and true returned if at least one condition returns true.
std::shared_ptr< Path >	getConditionPath () const
	Returns the path of the last true condition (if there is at least one, else reaturn a null pointer).
Module::EAfterConditionPath	getAfterConditionPath () const
	What to do after the conditional path is finished.
std::vector< std::shared_ptr< Path > >	getAllConditionPaths () const
	Return all condition paths currently set (no matter if the condition is true or not).
bool	hasProperties (unsigned int propertyFlags) const
	Returns true if all specified property flags are available in this module.
bool	hasUnsetForcedParams () const
	Returns true and prints error message if the module has unset parameters which the user has to set in the steering file.
const ModuleParamList &	getParamList () const
	Return module param list.
template<typename T >
ModuleParam< T > &	getParam (const std::string &name) const
	Returns a reference to a parameter.
bool	hasReturnValue () const
	Return true if this module has a valid return value set.
int	getReturnValue () const
	Return the return value set by this module.
std::shared_ptr< PathElement >	clone () const override
	Create an independent copy of this module.
std::shared_ptr< boost::python::list >	getParamInfoListPython () const
	Returns a python list of all parameters.

Static Public Member Functions
static void	exposePythonAPI ()
	Exposes methods of the Module class to Python.

Protected Member Functions
virtual void	def_initialize ()
	Wrappers to make the methods without "def_" prefix callable from Python.
virtual void	def_beginRun ()
	Wrapper method for the virtual function beginRun() that has the implementation to be used in a call from Python.
virtual void	def_event ()
	Wrapper method for the virtual function event() that has the implementation to be used in a call from Python.
virtual void	def_endRun ()
	This method can receive that the current run ends as a call from the Python side.
virtual void	def_terminate ()
	Wrapper method for the virtual function terminate() that has the implementation to be used in a call from Python.
void	setDescription (const std::string &description)
	Sets the description of the module.
void	setType (const std::string &type)
	Set the module type.
template<typename T >
void	addParam (const std::string &name, T &paramVariable, const std::string &description, const T &defaultValue)
	Adds a new parameter to the module.
template<typename T >
void	addParam (const std::string &name, T &paramVariable, const std::string &description)
	Adds a new enforced parameter to the module.
void	setReturnValue (int value)
	Sets the return value for this module as integer.
void	setReturnValue (bool value)
	Sets the return value for this module as bool.
void	setParamList (const ModuleParamList &params)
	Replace existing parameter list.

Private Member Functions
void	initializeMVAweightFiles (const std::string &identifier, std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > > &weightFileRepresentation)
	initialize MVA weight files from DB
void	initializeMVA (const std::string &identifier, std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > > &weightFileRepresentation, std::unique_ptr< MVA::Expert > &expert)
	Load MVA weight file and set pointer of expert.
void	setShowerShapeVariables (ECLShower *eclShower, const bool calculateZernikeMVA) const
	Set showr shape variables.
double	computeLateralEnergy (const std::vector< ProjectedECLDigit > &projectedDigits, const double avgCrystalDimension) const
	Shower shape variable: Lateral energy.
double	computeAbsZernikeMoment (const std::vector< ProjectedECLDigit > &projectedDigits, const double totalEnergy, const int n, const int m, const double rho) const
	Compute the absolute value of the complex Zernike moment Znm.
double	computeSecondMoment (const std::vector< ProjectedECLDigit > &shower, const double totalEnergy) const
	Compute the second moment in the plane perpendicular to the direction of the shower.
std::vector< ProjectedECLDigit >	projectECLDigits (const ECLShower &shower) const
	Compute projections of the ECLCalDigits to the perpendicular plane.
double	Rnm (const int n, const int m, const double rho) const
	The radial part of the Zernike polynomial n,m - Zernike polynomial rank rho - radial distance
std::complex< double >	zernikeValue (const double rho, const double alpha, const int n, const int m) const
	Return the complex value of the Zernike polynomial of rank n,m.
double	computeE9oE21 (const ECLShower &) const
	Shower shape variable: E9oE21 The energy ratio is calculated taking the weighted 3x3 (=9) and the weighted 5x5-corners (=21) crystals around the central crystal.
double	computeE1oE9 (const ECLShower &) const
	Shower shape variable: E1oE9 The energy ratio is calculated taking the weighted central (=1) and the weighted 3x3 (=9) crystals around the central crystal.
void	prepareSecondMomentCorrectionsCallback ()
	Prepare corrections for second moment Will be called whenever the m_secondMomentCorrectionArray get updated Clears m_secondMomentCorrections and fills it from the updated m_secondMomentCorrectionArray.
double	getSecondMomentCorrection (const double theta, const double phi, const int hypothesis) const
	Get corrections for second moment.
std::list< ModulePtr >	getModules () const override
	no submodules, return empty list
std::string	getPathString () const override
	return the module name.
void	setParamPython (const std::string &name, const boost::python::object &pyObj)
	Implements a method for setting boost::python objects.
void	setParamPythonDict (const boost::python::dict &dictionary)
	Implements a method for reading the parameter values from a boost::python dictionary.

Private Attributes
StoreArray< ECLConnectedRegion >	m_eclConnectedRegions
	StoreArray ECLConnectedRegion.
double	m_zernike_n1_rho0
	Scaling factor for radial distances in perpendicular plane, used in Zernike moment calculation for N1 showers.
double	m_zernike_n2_rho0
	Scaling factor for radial distances in perpendicular plane, used in Zernike moment calculation for N2 showers.
bool	m_zernike_useFarCrystals
	Determines if to include or ignore crystals with rho > rho0 in perpendicular plane, used in Zernike moment calculation.
double	m_avgCrystalDimension
	Average crystal dimension [cm].
const double	m_BRLthetaMin = 32.2 * Unit::deg
	Minimum theta of barrel used for choosing which Zernike MVA to apply.
const double	m_BRLthetaMax = 128.7 * Unit::deg
	Maximum theta of barrel used for choosing which Zernike MVA to apply.
const unsigned int	m_numZernikeMVAvariables = 22
	number of variables expected in the Zernike MVA weightfile
std::string	m_zernike_MVAidentifier_FWD
	Zernike moment MVA - FWD endcap weight-file.
std::string	m_zernike_MVAidentifier_BRL
	Zernike moment MVA - Barrel weight-file.
std::string	m_zernike_MVAidentifier_BWD
	Zernike moment MVA - BWD endcap weight-file.
std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > >	m_weightfile_representation_FWD
	Database pointer to the Database representation of the Zernike moment MVA weightfile for FWD.
std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > >	m_weightfile_representation_BRL
	Database pointer to the Database representation of the Zernike moment MVA weightfile for BRL.
std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > >	m_weightfile_representation_BWD
	Database pointer to the Database representation of the Zernike moment MVA weightfile for BWD.
std::unique_ptr< MVA::Expert >	m_expert_FWD
	Pointer to the current MVA Expert for FWD.
std::unique_ptr< MVA::Expert >	m_expert_BRL
	Pointer to the current MVA Expert for BRL.
std::unique_ptr< MVA::Expert >	m_expert_BWD
	Pointer to the current MVA Expert for BWD.
std::unique_ptr< MVA::SingleDataset >	m_dataset
	Pointer to the current dataset.
std::unique_ptr< ECL::ECLNeighbours >	m_neighbourMap9
	Neighbour map 9 neighbours, for E9oE21 and E1oE9.
std::unique_ptr< ECL::ECLNeighbours >	m_neighbourMap21
	Neighbour map 21 neighbours, for E9oE21.
DBArray< ECLShowerShapeSecondMomentCorrection >	m_secondMomentCorrectionArray
	Shower shape corrections from DB.
TGraph	m_secondMomentCorrections [2][10]
	TGraphs that hold the corrections.
std::string	m_name
	The name of the module, saved as a string (user-modifiable)
std::string	m_type
	The type of the module, saved as a string.
std::string	m_package
	Package this module is found in (may be empty).
std::string	m_description
	The description of the module.
unsigned int	m_propertyFlags
	The properties of the module as bitwise or (with |) of EModulePropFlags.
LogConfig	m_logConfig
	The log system configuration of the module.
ModuleParamList	m_moduleParamList
	List storing and managing all parameter of the module.
bool	m_hasReturnValue
	True, if the return value is set.
int	m_returnValue
	The return value.
std::vector< ModuleCondition >	m_conditions
	Module condition, only non-null if set.

Detailed Description

The very same module but for PureCsI.

Definition at line 230 of file ECLShowerShapeModule.h.

Member Typedef Documentation

EAfterConditionPath

typedef ModuleCondition::EAfterConditionPath EAfterConditionPath

inherited

Forward the EAfterConditionPath definition from the ModuleCondition.

Definition at line 88 of file Module.h.

Member Enumeration Documentation

anonymous enum

anonymous enum

inherited

Enumeration of type for second moment corrections.

Enumerator
c_thetaType	type of theta identifier
c_phiType	type of phi identifier

Definition at line 49 of file ECLShowerShapeModule.h.

         {
      c_thetaType = 0, 
      c_phiType = 1, 
    };

EModulePropFlags

enum EModulePropFlags

inherited

Each module can be tagged with property flags, which indicate certain features of the module.

Enumerator
c_Input	This module is an input module (reads data).
c_Output	This module is an output module (writes data).
c_ParallelProcessingCertified	This module can be run in parallel processing mode safely (All I/O must be done through the data store, in particular, the module must not write any files.)
c_HistogramManager	This module is used to manage histograms accumulated by other modules.
c_InternalSerializer	This module is an internal serializer/deserializer for parallel processing.
c_TerminateInAllProcesses	When using parallel processing, call this module's terminate() function in all processes(). This will also ensure that there is exactly one process (single-core if no parallel modules found) or at least one input, one main and one output process.
c_DontCollectStatistics	No statistics is collected for this module.

Definition at line 77 of file Module.h.

                          {
      c_Input                       = 1,  
      c_Output                      = 2,  
      c_ParallelProcessingCertified = 4,  
      c_HistogramManager            = 8, 
      c_InternalSerializer          = 16,  
      c_TerminateInAllProcesses     = 32,  
      c_DontCollectStatistics       = 64,  
    };

Member Function Documentation

beginRun()

void beginRun ( void  )

overridevirtualinherited

Begin run.

Reimplemented from Module.

Definition at line 163 of file ECLShowerShapeModule.cc.

{
  initializeMVA(m_zernike_MVAidentifier_FWD, m_weightfile_representation_FWD, m_expert_FWD);
  initializeMVA(m_zernike_MVAidentifier_BRL, m_weightfile_representation_BRL, m_expert_BRL);
  initializeMVA(m_zernike_MVAidentifier_BWD, m_weightfile_representation_BWD, m_expert_BWD);
 
  //This is a hack because the callback doesn't seem to be called at the beginning of the run
  if (m_secondMomentCorrectionArray.hasChanged()) {
    if (m_secondMomentCorrectionArray) prepareSecondMomentCorrectionsCallback();
    else B2ERROR("ECLShowerShapeModule::beginRun - Couldn't find second moment correction for current run");
  }
}

clone()

std::shared_ptr< PathElement > clone ( ) const

overridevirtualinherited

Create an independent copy of this module.

Note that parameters are shared, so changing them on a cloned module will also affect the original module.

Implements PathElement.

Definition at line 179 of file Module.cc.

{
  ModulePtr newModule = ModuleManager::Instance().registerModule(getType());
  newModule->m_moduleParamList.setParameters(getParamList());
  newModule->setName(getName());
  newModule->m_package = m_package;
  newModule->m_propertyFlags = m_propertyFlags;
  newModule->m_logConfig = m_logConfig;
  newModule->m_conditions = m_conditions;
 
  return newModule;
}

computeAbsZernikeMoment()

double computeAbsZernikeMoment ( const std::vector< ProjectedECLDigit > &  projectedDigits, const double  totalEnergy, const int  n, const int  m, const double  rho  ) const

privateinherited

Compute the absolute value of the complex Zernike moment Znm.

The moments are computed in a plane perpendicular to the direction of the shower. The plane's origin is at the intersection of the shower direction with the plane. The origin is at a distance from the interaction point equal to the shower distance from the interaction point.

n, m - are the Zernike polynomial rank R0 - is a scaling factor used to normalize the distances in the described plane. It also sets the maximum distance from the origin (the Zernike polynomials are defined only on the unit circle). All points in the plane with a distance larger than R0 from the origin are ignored.

Valid values of n,m are n,m >= 0, m <= n. If n or m are invalid the function returns 0.0.

Definition at line 443 of file ECLShowerShapeModule.cc.

{
  if (totalEnergy <= 0.0) return 0.0;
 
  // Make sure n,m are valid
  if (n < 0 || m < 0) return 0.0;
  if (m > n) return 0.0;
 
  std::complex<double> sum(0.0, 0.0);
 
  for (const auto projectedDigit : projectedDigits) {
    double normalizedRho = projectedDigit.rho / rho0;     // Normalize radial distance according to rho0.
    //Ignore crystals with rho > rho0, if requested
    if (normalizedRho > 1.0) {
      if (!m_zernike_useFarCrystals) continue;
      else normalizedRho = 1.0; //crystals with rho > rho0 are scaled to rho0 instead of discarded
    }
 
    sum += projectedDigit.energy * std::conj(zernikeValue(normalizedRho, projectedDigit.alpha, n, m));
  }
  return (n + 1.0) / TMath::Pi() * std::abs(sum) / totalEnergy;
}

computeE1oE9()

double computeE1oE9 ( const ECLShower &  shower ) const

privateinherited

Shower shape variable: E1oE9 The energy ratio is calculated taking the weighted central (=1) and the weighted 3x3 (=9) crystals around the central crystal.

If the shower is smaller than this, the reduced number is used for this.

Definition at line 480 of file ECLShowerShapeModule.cc.

{
 
  // get central id
  const int centralCellId = shower.getCentralCellId();
  if (centralCellId == 0) return 0.0; //cell id starts at 1
 
  // get list of 9 neighbour ids
  const std::vector< short int > n9 = m_neighbourMap9->getNeighbours(centralCellId);
 
  double energy1 = 0.0; // to check: 'highest energy' data member may not always be the right one
  double energy9 = 0.0;
 
  auto relatedDigitsPairs = shower.getRelationsTo<ECLCalDigit>(eclCalDigitArrayName());
 
  for (unsigned int iRel = 0; iRel < relatedDigitsPairs.size(); iRel++) {
    const auto caldigit = relatedDigitsPairs.object(iRel);
    const auto weight = relatedDigitsPairs.weight(iRel);
    const auto energy = caldigit->getEnergy();
    const int cellid  = caldigit->getCellId();
 
    // get central cell id energy
    if (cellid == centralCellId) {
      energy1 = weight * energy;
    }
 
    // check if this is contained in the 9 neighbours
    const auto it9 = std::find(n9.begin(), n9.end(), cellid);
    if (it9 != n9.end()) {
      energy9 += weight * energy;
    }
 
  }
 
  if (energy9 > 1e-9) return energy1 / energy9;
  else return 0.0;
}

computeE9oE21()

double computeE9oE21 ( const ECLShower &  shower ) const

privateinherited

Shower shape variable: E9oE21 The energy ratio is calculated taking the weighted 3x3 (=9) and the weighted 5x5-corners (=21) crystals around the central crystal.

If the shower is smaller than this, the reduced number is used for this.

Definition at line 518 of file ECLShowerShapeModule.cc.

{
  // get central id
  const int centralCellId = shower.getCentralCellId();
  if (centralCellId == 0) return 0.0; //cell id starts at 1
 
  // get list of 9 and 21 neighbour ids
  const std::vector< short int > n9 = m_neighbourMap9->getNeighbours(centralCellId);
  const std::vector< short int > n21 = m_neighbourMap21->getNeighbours(centralCellId);
 
  double energy9 = 0.0;
  double energy21 = 0.0;
 
  auto relatedDigitsPairs = shower.getRelationsTo<ECLCalDigit>(eclCalDigitArrayName());
 
  for (unsigned int iRel = 0; iRel < relatedDigitsPairs.size(); iRel++) {
    const auto caldigit = relatedDigitsPairs.object(iRel);
    const auto weight = relatedDigitsPairs.weight(iRel);
    const auto energy = caldigit->getEnergy();
    const int cellid  = caldigit->getCellId();
 
    // check if this is contained in the 9 neighbours
    const auto it9 = std::find(n9.begin(), n9.end(), cellid);
    if (it9 != n9.end()) {
      energy9 += weight * energy;
    }
 
    // check if this is contained in the 21 neighbours
    const auto it21 = std::find(n21.begin(), n21.end(), cellid);
    if (it21 != n21.end()) {
      energy21 += weight * energy;
    }
 
  }
 
  if (energy21 > 1e-9) return energy9 / energy21;
  else return 0.0;
 
}

computeLateralEnergy()

double computeLateralEnergy ( const std::vector< ProjectedECLDigit > &  projectedDigits, const double  avgCrystalDimension  ) const

privateinherited

Shower shape variable: Lateral energy.

Definition at line 367 of file ECLShowerShapeModule.cc.

{
 
//   auto relatedDigitsPairs = shower.getRelationsTo<ECLCalDigit>();
  if (projectedDigits.size() < 3.0) return 0;
 
  // Find the two projected digits with the maximum energy.
  double maxEnergy(0), secondMaxEnergy(0);
  unsigned int iMax(0), iSecondMax(0);
 
  for (unsigned int iProjecteDigit = 0; iProjecteDigit < projectedDigits.size(); iProjecteDigit++) {
    if (projectedDigits[iProjecteDigit].energy > maxEnergy) {
      secondMaxEnergy = maxEnergy;
      iSecondMax = iMax;
      maxEnergy = projectedDigits[iProjecteDigit].energy;
      iMax = iProjecteDigit;
    } else if (projectedDigits[iProjecteDigit].energy > secondMaxEnergy) {
      secondMaxEnergy = projectedDigits[iProjecteDigit].energy;
      iSecondMax = iProjecteDigit;
    }
  }
 
  //Calculate lateral energy
  double sumE = 0;
  for (unsigned int iProjecteDigit = 0; iProjecteDigit < projectedDigits.size(); iProjecteDigit++) {
 
    //2 highest energies are considered differently than the rest
    if (iProjecteDigit == iMax || iProjecteDigit == iSecondMax) continue;
 
    double rho = projectedDigits[iProjecteDigit].rho;
    double rho2 = rho * rho;
    double energy =  projectedDigits[iProjecteDigit].energy;
    sumE += energy * rho2;
 
  }
 
  const double r0sq = avgCrystalDimension * avgCrystalDimension; // average crystal dimension squared.
  return sumE / (sumE + r0sq * (maxEnergy + secondMaxEnergy));
}

computeSecondMoment()

double computeSecondMoment ( const std::vector< ProjectedECLDigit > &  shower, const double  totalEnergy  ) const

privateinherited

Compute the second moment in the plane perpendicular to the direction of the shower.

The plane's origin is at the intersection of the shower direction with the plane. The origin is at a distance from the interaction point equal to the shower distance from the interaction point.

Definition at line 467 of file ECLShowerShapeModule.cc.

{
  if (totalEnergy <= 0.0) return 0.0;
 
  double sum = 0.0;
 
  for (const auto projectedDigit : projectedDigits) sum += projectedDigit.energy * projectedDigit.rho * projectedDigit.rho;
 
  return sum / totalEnergy;
}

def_beginRun()

virtual void def_beginRun ( )

inlineprotectedvirtualinherited

Wrapper method for the virtual function beginRun() that has the implementation to be used in a call from Python.

Reimplemented in PyModule.

Definition at line 426 of file Module.h.

{ beginRun(); }

def_endRun()

virtual void def_endRun ( )

inlineprotectedvirtualinherited

This method can receive that the current run ends as a call from the Python side.

For regular C++-Modules that forwards the call to the regular endRun() method.

Reimplemented in PyModule.

Definition at line 439 of file Module.h.

{ endRun(); }

def_event()

virtual void def_event ( )

inlineprotectedvirtualinherited

Wrapper method for the virtual function event() that has the implementation to be used in a call from Python.

Reimplemented in PyModule.

Definition at line 432 of file Module.h.

{ event(); }

def_initialize()

virtual void def_initialize ( )

inlineprotectedvirtualinherited

Wrappers to make the methods without "def_" prefix callable from Python.

Overridden in PyModule. Wrapper method for the virtual function initialize() that has the implementation to be used in a call from Python.

Reimplemented in PyModule.

Definition at line 420 of file Module.h.

{ initialize(); }

def_terminate()

virtual void def_terminate ( )

inlineprotectedvirtualinherited

Wrapper method for the virtual function terminate() that has the implementation to be used in a call from Python.

Reimplemented in PyModule.

Definition at line 445 of file Module.h.

{ terminate(); }

eclCalDigitArrayName()

virtual const char * eclCalDigitArrayName ( ) const

inlineoverridevirtual

PureCsI name ECLCalDigitsPureCsI.

Reimplemented from ECLShowerShapeModule.

Definition at line 238 of file ECLShowerShapeModule.h.

    { return "ECLCalDigitsPureCsI" ; }

eclConnectedRegionArrayName()

virtual const char * eclConnectedRegionArrayName ( ) const

inlineoverridevirtual

PureCsI name ECLConnectedRegionsPureCsI.

Reimplemented from ECLShowerShapeModule.

Definition at line 242 of file ECLShowerShapeModule.h.

    { return "ECLConnectedRegionsPureCsI" ; }

eclShowerArrayName()

virtual const char * eclShowerArrayName ( ) const

inlineoverridevirtual

PureCsI name ECLShowersPureCsI.

Reimplemented from ECLShowerShapeModule.

Definition at line 234 of file ECLShowerShapeModule.h.

    { return "ECLShowersPureCsI" ; }

endRun()

void endRun ( void  )

overridevirtualinherited

End run.

Reimplemented from Module.

Definition at line 358 of file ECLShowerShapeModule.cc.

{
}

evalCondition()

bool evalCondition ( ) const

inherited

If at least one condition was set, it is evaluated and true returned if at least one condition returns true.

If no condition or result value was defined, the method returns false. Otherwise, the condition is evaluated and true returned, if at least one condition returns true. To speed up the evaluation, the condition strings were already parsed in the method if_value().

Returns

True if at least one condition and return value exists and at least one condition expression was evaluated to true.

Definition at line 96 of file Module.cc.

{
  if (m_conditions.empty()) return false;
 
  //okay, a condition was set for this Module...
  if (!m_hasReturnValue) {
    B2FATAL("A condition was set for '" << getName() << "', but the module did not set a return value!");
  }
 
  for (const auto& condition : m_conditions) {
    if (condition.evaluate(m_returnValue)) {
      return true;
    }
  }
  return false;
}

event()

void event ( void  )

overridevirtualinherited

Event.

Reimplemented from Module.

Definition at line 247 of file ECLShowerShapeModule.cc.

{
  for (auto& eclCR : m_eclConnectedRegions) {
 
    //Start by finding the N2 shower and calculating it's shower shape variables
    //Assumes that there is only 1 N2 Shower per CR!!!!!!
    ECLShower* N2shower = nullptr;
    for (auto& eclShower : eclCR.getRelationsWith<ECLShower>(eclShowerArrayName())) {
      if (eclShower.getHypothesisId() == ECLShower::c_neutralHadron) {
        N2shower = &eclShower;
        setShowerShapeVariables(N2shower, true);
        break;
      }
    }
 
    //If couldn't find N2 shower, don't calculate zernikeMVA
    bool found_N2shower = true;
    if (N2shower == nullptr) found_N2shower = false;
 
    double prodN1zernikeMVAs = 1.0;
    //Calculate shower shape variables for the rest of the showers
    for (auto& eclShower : eclCR.getRelationsWith<ECLShower>(eclShowerArrayName())) {
      if (eclShower.getHypothesisId() == ECLShower::c_neutralHadron)
        continue; //shower shape variables already calculated for neutral hadrons
 
      bool calculateZernikeMVA = true;
      if (!found_N2shower || eclShower.getHypothesisId() != ECLShower::c_nPhotons) calculateZernikeMVA = false;
 
      setShowerShapeVariables(&eclShower, calculateZernikeMVA);
 
      if (eclShower.getHypothesisId() == ECLShower::c_nPhotons) prodN1zernikeMVAs *= eclShower.getZernikeMVA();
    }
 
    //Set zernikeMVA for the N2 shower
    if (N2shower) N2shower->setZernikeMVA(1.0 - prodN1zernikeMVAs);
  }
}

exposePythonAPI()

void exposePythonAPI ( )

staticinherited

Exposes methods of the Module class to Python.

Definition at line 325 of file Module.cc.

{
  // to avoid confusion between std::arg and boost::python::arg we want a shorthand namespace as well
  namespace bp = boost::python;
 
  docstring_options options(true, true, false); //userdef, py sigs, c++ sigs
 
  void (Module::*setReturnValueInt)(int) = &Module::setReturnValue;
 
  enum_<Module::EAfterConditionPath>("AfterConditionPath",
                                     R"(Determines execution behaviour after a conditional path has been executed:
 
.. attribute:: END
 
  End processing of this path after the conditional path. (this is the default for if_value() etc.)
 
.. attribute:: CONTINUE
 
  After the conditional path, resume execution after this module.)")
  .value("END", Module::EAfterConditionPath::c_End)
  .value("CONTINUE", Module::EAfterConditionPath::c_Continue)
  ;
 
  /* Do not change the names of >, <, ... we use them to serialize conditional pathes */
  enum_<Belle2::ModuleCondition::EConditionOperators>("ConditionOperator")
  .value(">", Belle2::ModuleCondition::EConditionOperators::c_GT)
  .value("<", Belle2::ModuleCondition::EConditionOperators::c_ST)
  .value(">=", Belle2::ModuleCondition::EConditionOperators::c_GE)
  .value("<=", Belle2::ModuleCondition::EConditionOperators::c_SE)
  .value("==", Belle2::ModuleCondition::EConditionOperators::c_EQ)
  .value("!=", Belle2::ModuleCondition::EConditionOperators::c_NE)
  ;
 
  enum_<Module::EModulePropFlags>("ModulePropFlags",
                                  R"(Flags to indicate certain low-level features of modules, see :func:`Module.set_property_flags()`, :func:`Module.has_properties()`. Most useful flags are:
 
.. attribute:: PARALLELPROCESSINGCERTIFIED
 
    This module can be run in parallel processing mode safely (All I/O must be done through the data store, in particular, the module must not write any files.)
 
.. attribute:: HISTOGRAMMANAGER
 
  This module is used to manage histograms accumulated by other modules
 
.. attribute:: TERMINATEINALLPROCESSES
 
  When using parallel processing, call this module's terminate() function in all processes. This will also ensure that there is exactly one process (single-core if no parallel modules found) or at least one input, one main and one output process.
)")
  .value("INPUT", Module::EModulePropFlags::c_Input)
  .value("OUTPUT", Module::EModulePropFlags::c_Output)
  .value("PARALLELPROCESSINGCERTIFIED", Module::EModulePropFlags::c_ParallelProcessingCertified)
  .value("HISTOGRAMMANAGER", Module::EModulePropFlags::c_HistogramManager)
  .value("INTERNALSERIALIZER", Module::EModulePropFlags::c_InternalSerializer)
  .value("TERMINATEINALLPROCESSES", Module::EModulePropFlags::c_TerminateInAllProcesses)
  ;
 
  //Python class definition
  class_<Module, PyModule> module("Module", R"(
Base class for Modules.
 
A module is the smallest building block of the framework.
A typical event processing chain consists of a Path containing
modules. By inheriting from this base class, various types of
modules can be created. To use a module, please refer to
:func:`Path.add_module()`.  A list of modules is available by running
``basf2 -m`` or ``basf2 -m package``, detailed information on parameters is
given by e.g. ``basf2 -m RootInput``.
 
The 'Module Development' section in the manual provides detailed information
on how to create modules, setting parameters, or using return values/conditions:
https://xwiki.desy.de/xwiki/rest/p/f4fa4/#HModuleDevelopment
 
)");
  module
  .def("__str__", &Module::getPathString)
  .def("name", &Module::getName, return_value_policy<copy_const_reference>(),
       "Returns the name of the module. Can be changed via :func:`set_name() <Module.set_name()>`, use :func:`type() <Module.type()>` for identifying a particular module class.")
  .def("type", &Module::getType, return_value_policy<copy_const_reference>(),
       "Returns the type of the module (i.e. class name minus 'Module')")
  .def("set_name", &Module::setName, args("name"), R"(
Set custom name, e.g. to distinguish multiple modules of the same type.
 
>>> path.add_module('EventInfoSetter')
>>> ro = path.add_module('RootOutput', branchNames=['EventMetaData'])
>>> ro.set_name('RootOutput_metadata_only')
>>> print(path)
[EventInfoSetter -> RootOutput_metadata_only]
 
)")
  .def("description", &Module::getDescription, return_value_policy<copy_const_reference>(),
       "Returns the description of this module.")
  .def("package", &Module::getPackage, return_value_policy<copy_const_reference>(),
       "Returns the package this module belongs to.")
  .def("available_params", &_getParamInfoListPython,
       "Return list of all module parameters as `ModuleParamInfo` instances")
  .def("has_properties", &Module::hasProperties, (bp::arg("properties")),
       R"DOCSTRING(Allows to check if the module has the given properties out of `ModulePropFlags` set.
 
>>> if module.has_properties(ModulePropFlags.PARALLELPROCESSINGCERTIFIED):
>>>     ...
 
Parameters:
  properties (int): bitmask of `ModulePropFlags` to check for.
)DOCSTRING")
  .def("set_property_flags", &Module::setPropertyFlags, args("property_mask"),
       "Set module properties in the form of an OR combination of `ModulePropFlags`.");
  {
    // python signature is too crowded, make ourselves
    docstring_options subOptions(true, false, false); //userdef, py sigs, c++ sigs
    module
    .def("if_value", &Module::if_value,
         (bp::arg("expression"), bp::arg("condition_path"), bp::arg("after_condition_path")= Module::EAfterConditionPath::c_End),
         R"DOCSTRING(if_value(expression, condition_path, after_condition_path=AfterConditionPath.END)
 
Sets a conditional sub path which will be executed after this
module if the return value set in the module passes the given ``expression``.
 
Modules can define a return value (int or bool) using ``setReturnValue()``,
which can be used in the steering file to split the Path based on this value, for example
 
>>> module_with_condition.if_value("<1", another_path)
 
In case the return value of the ``module_with_condition`` for a given event is
less than 1, the execution will be diverted into ``another_path`` for this event.
 
You could for example set a special return value if an error occurs, and divert
the execution into a path containing :b2:mod:`RootOutput` if it is found;
saving only the data producing/produced by the error.
 
After a conditional path has executed, basf2 will by default stop processing
the path for this event. This behaviour can be changed by setting the
``after_condition_path`` argument.
 
Parameters:
  expression (str): Expression to determine if the conditional path should be executed.
      This should be one of the comparison operators ``<``, ``>``, ``<=``,
      ``>=``, ``==``, or ``!=`` followed by a numerical value for the return value
  condition_path (Path): path to execute in case the expression is fulfilled
  after_condition_path (AfterConditionPath): What to do once the ``condition_path`` has been executed.
)DOCSTRING")
    .def("if_false", &Module::if_false,
         (bp::arg("condition_path"), bp::arg("after_condition_path")= Module::EAfterConditionPath::c_End),
         R"DOC(if_false(condition_path, after_condition_path=AfterConditionPath.END)
 
Sets a conditional sub path which will be executed after this module if
the return value of the module evaluates to False. This is equivalent to
calling `if_value` with ``expression=\"<1\"``)DOC")
    .def("if_true", &Module::if_true,
         (bp::arg("condition_path"), bp::arg("after_condition_path")= Module::EAfterConditionPath::c_End),
         R"DOC(if_true(condition_path, after_condition_path=AfterConditionPath.END)
 
Sets a conditional sub path which will be executed after this module if
the return value of the module evaluates to True. It is equivalent to
calling `if_value` with ``expression=\">=1\"``)DOC");
  }
  module
  .def("has_condition", &Module::hasCondition,
       "Return true if a conditional path has been set for this module "
       "using `if_value`, `if_true` or `if_false`")
  .def("get_all_condition_paths", &_getAllConditionPathsPython,
       "Return a list of all conditional paths set for this module using "
       "`if_value`, `if_true` or `if_false`")
  .def("get_all_conditions", &_getAllConditionsPython,
       "Return a list of all conditional path expressions set for this module using "
       "`if_value`, `if_true` or `if_false`")
  .add_property("logging", make_function(&Module::getLogConfig, return_value_policy<reference_existing_object>()),
                &Module::setLogConfig)

getAfterConditionPath()

Module::EAfterConditionPath getAfterConditionPath ( ) const

inherited

What to do after the conditional path is finished.

(defaults to c_End if no condition is set)

Definition at line 133 of file Module.cc.

{
  if (m_conditions.empty()) return EAfterConditionPath::c_End;
 
  //okay, a condition was set for this Module...
  if (!m_hasReturnValue) {
    B2FATAL("A condition was set for '" << getName() << "', but the module did not set a return value!");
  }
 
  for (const auto& condition : m_conditions) {
    if (condition.evaluate(m_returnValue)) {
      return condition.getAfterConditionPath();
    }
  }
 
  return EAfterConditionPath::c_End;
}

getAllConditionPaths()

std::vector< std::shared_ptr< Path > > getAllConditionPaths ( ) const

inherited

Return all condition paths currently set (no matter if the condition is true or not).

Definition at line 150 of file Module.cc.

{
  std::vector<std::shared_ptr<Path>> allConditionPaths;
  for (const auto& condition : m_conditions) {
    allConditionPaths.push_back(condition.getPath());
  }
 
  return allConditionPaths;
}

getAllConditions()

const std::vector< ModuleCondition > & getAllConditions ( ) const

inlineinherited

Return all set conditions for this module.

Definition at line 324 of file Module.h.

    {
      return m_conditions;
    }

getCondition()

const ModuleCondition * getCondition ( ) const

inlineinherited

Return a pointer to the first condition (or nullptr, if none was set)

Definition at line 314 of file Module.h.

    {
      if (m_conditions.empty()) {
        return nullptr;
      } else {
        return &m_conditions.front();
      }
    }

getConditionPath()

std::shared_ptr< Path > getConditionPath ( ) const

inherited

Returns the path of the last true condition (if there is at least one, else reaturn a null pointer).

Definition at line 113 of file Module.cc.

{
  PathPtr p;
  if (m_conditions.empty()) return p;
 
  //okay, a condition was set for this Module...
  if (!m_hasReturnValue) {
    B2FATAL("A condition was set for '" << getName() << "', but the module did not set a return value!");
  }
 
  for (const auto& condition : m_conditions) {
    if (condition.evaluate(m_returnValue)) {
      return condition.getPath();
    }
  }
 
  // if none of the conditions were true, return a null pointer.
  return p;
}

getDescription()

const std::string & getDescription ( ) const

inlineinherited

Returns the description of the module.

Definition at line 202 of file Module.h.

{return m_description;}

getFileNames()

virtual std::vector< std::string > getFileNames ( bool  outputFiles )

inlinevirtualinherited

Return a list of output filenames for this modules.

This will be called when basf2 is run with "--dry-run" if the module has set either the c_Input or c_Output properties.

If the parameter outputFiles is false (for modules with c_Input) the list of input filenames should be returned (if any). If outputFiles is true (for modules with c_Output) the list of output files should be returned (if any).

If a module has sat both properties this member is called twice, once for each property.

The module should return the actual list of requested input or produced output filenames (including handling of input/output overrides) so that the grid system can handle input/output files correctly.

This function should return the same value when called multiple times. This is especially important when taking the input/output overrides from Environment as they get consumed when obtained so the finalized list of output files should be stored for subsequent calls.

Reimplemented in RootInputModule, StorageRootOutputModule, and RootOutputModule.

Definition at line 134 of file Module.h.

    {
      return std::vector<std::string>();
    }

getLogConfig()

LogConfig & getLogConfig ( )

inlineinherited

Returns the log system configuration.

Definition at line 225 of file Module.h.

{return m_logConfig;}

getModules()

std::list< ModulePtr > getModules ( ) const

inlineoverrideprivatevirtualinherited

no submodules, return empty list

Implements PathElement.

Definition at line 506 of file Module.h.

{ return std::list<ModulePtr>(); }

getName()

const std::string & getName ( ) const

inlineinherited

Returns the name of the module.

This can be changed via e.g. set_name() in the steering file to give more useful names if there is more than one module of the same type.

For identifying the type of a module, using getType() (or type() in Python) is recommended.

Definition at line 187 of file Module.h.

{return m_name;}

getPackage()

const std::string & getPackage ( ) const

inlineinherited

Returns the package this module is in.

Definition at line 197 of file Module.h.

{return m_package;}

getParamInfoListPython()

std::shared_ptr< boost::python::list > getParamInfoListPython ( ) const

inherited

Returns a python list of all parameters.

Each item in the list consists of the name of the parameter, a string describing its type, a python list of all default values and the description of the parameter.

Returns

A python list containing the parameters of this parameter list.

Definition at line 279 of file Module.cc.

{
  return m_moduleParamList.getParamInfoListPython();
}

getParamList()

const ModuleParamList & getParamList ( ) const

inlineinherited

Return module param list.

Definition at line 363 of file Module.h.

{ return m_moduleParamList; }

getPathString()

std::string getPathString ( ) const

overrideprivatevirtualinherited

return the module name.

Implements PathElement.

Definition at line 192 of file Module.cc.

{
 
  std::string output = getName();
 
  for (const auto& condition : m_conditions) {
    output += condition.getString();
  }
 
  return output;
}

getReturnValue()

int getReturnValue ( ) const

inlineinherited

Return the return value set by this module.

This value is only meaningful if hasReturnValue() is true

Definition at line 381 of file Module.h.

{ return m_returnValue; }

getSecondMomentCorrection()

double getSecondMomentCorrection ( const double  theta, const double  phi, const int  hypothesis  ) const

privateinherited

Get corrections for second moment.

Definition at line 585 of file ECLShowerShapeModule.cc.

{
  // convert to deg.
  double thetadeg = theta * TMath::RadToDeg();
 
  // protect angular range.
  if (thetadeg < 0.1) thetadeg = 0.1;
  else if (thetadeg > 179.9) thetadeg = 179.9;
 
  //Convert phi
  double phideg = phi * TMath::RadToDeg();
 
  //Protect phi
  if (phideg < -179.9) phideg = -179.9;
  else if (phideg > 179.9) phideg = 179.9;
 
 
  // protect hypothesis.
  if (hypothesis < 1 or hypothesis > 10) {
    B2FATAL("Invalid hypothesis for second moment corrections.");
  }
 
  const double thetaCorrection = m_secondMomentCorrections[c_thetaType][hypothesis].Eval(thetadeg);
  const double phiCorrection = m_secondMomentCorrections[c_phiType][hypothesis].Eval(phideg);
 
  B2DEBUG(175, "Second momen theta crrection = " << thetaCorrection << ", phi correction = " << phiCorrection);
 
  return thetaCorrection * phiCorrection;
}

getType()

const std::string & getType ( ) const

inherited

Returns the type of the module (i.e.

class name minus 'Module')

Definition at line 41 of file Module.cc.

{
  if (m_type.empty())
    B2FATAL("Module type not set for " << getName());
  return m_type;
}

hasCondition()

bool hasCondition ( ) const

inlineinherited

Returns true if at least one condition was set for the module.

Definition at line 311 of file Module.h.

{ return not m_conditions.empty(); };

hasProperties()

bool hasProperties ( unsigned int  propertyFlags ) const

inherited

Returns true if all specified property flags are available in this module.

Parameters

propertyFlags

Ored EModulePropFlags which should be compared with the module flags.

Definition at line 160 of file Module.cc.

{
  return (propertyFlags & m_propertyFlags) == propertyFlags;
}

hasReturnValue()

bool hasReturnValue ( ) const

inlineinherited

Return true if this module has a valid return value set.

Definition at line 378 of file Module.h.

{ return m_hasReturnValue; }

hasUnsetForcedParams()

bool hasUnsetForcedParams ( ) const

inherited

Returns true and prints error message if the module has unset parameters which the user has to set in the steering file.

Definition at line 166 of file Module.cc.

{
  auto missing = m_moduleParamList.getUnsetForcedParams();
  std::string allMissing = "";
  for (const auto& s : missing)
    allMissing += s + " ";
  if (!missing.empty())
    B2ERROR("The following required parameters of Module '" << getName() << "' were not specified: " << allMissing <<
            "\nPlease add them to your steering file.");
  return !missing.empty();
}

if_false()

void if_false ( const std::shared_ptr< Path > &  path, EAfterConditionPath  afterConditionPath = EAfterConditionPath::c_End  )

inherited

A simplified version to add a condition to the module.

Please note that successive calls of this function will add more than one condition to the module. If more than one condition results in true, only the last of them will be used.

Please be careful: Avoid creating cyclic paths, e.g. by linking a condition to a path which is processed before the path where this module is located in.

It is equivalent to the if_value() method, using the expression "<1". This method is meant to be used together with the setReturnValue(bool value) method.

Parameters

path	Shared pointer to the Path which will be executed if the return value is false.
afterConditionPath	What to do after executing 'path'.

Definition at line 85 of file Module.cc.

{
  if_value("<1", path, afterConditionPath);
}

if_true()

void if_true ( const std::shared_ptr< Path > &  path, EAfterConditionPath  afterConditionPath = EAfterConditionPath::c_End  )

inherited

A simplified version to set the condition of the module.

Please note that successive calls of this function will add more than one condition to the module. If more than one condition results in true, only the last of them will be used.

Please be careful: Avoid creating cyclic paths, e.g. by linking a condition to a path which is processed before the path where this module is located in.

It is equivalent to the if_value() method, using the expression ">=1". This method is meant to be used together with the setReturnValue(bool value) method.

Parameters

path	Shared pointer to the Path which will be executed if the return value is true.
afterConditionPath	What to do after executing 'path'.

Definition at line 90 of file Module.cc.

{
  if_value(">=1", path, afterConditionPath);
}

if_value()

void if_value ( const std::string &  expression, const std::shared_ptr< Path > &  path, EAfterConditionPath  afterConditionPath = EAfterConditionPath::c_End  )

inherited

Add a condition to the module.

Please note that successive calls of this function will add more than one condition to the module. If more than one condition results in true, only the last of them will be used.

See https://xwiki.desy.de/xwiki/rest/p/a94f2 or ModuleCondition for a description of the syntax.

Please be careful: Avoid creating cyclic paths, e.g. by linking a condition to a path which is processed before the path where this module is located in.

Parameters

expression	The expression of the condition.
path	Shared pointer to the Path which will be executed if the condition is evaluated to true.
afterConditionPath	What to do after executing 'path'.

Definition at line 79 of file Module.cc.

{
  m_conditions.emplace_back(expression, path, afterConditionPath);
}

initialize()

void initialize ( void  )

overridevirtualinherited

Initialize.

Reimplemented from Module.

Definition at line 97 of file ECLShowerShapeModule.cc.

{
  m_eclConnectedRegions.isRequired(eclConnectedRegionArrayName());
  StoreArray<ECLCalDigit> eclCalDigits(eclCalDigitArrayName());
  eclCalDigits.isRequired();
  StoreArray<ECLShower> eclShowers(eclShowerArrayName());
  eclShowers.isRequired();
  m_eclConnectedRegions.requireRelationTo(eclCalDigits);
  eclShowers.requireRelationTo(eclCalDigits);
 
  // Initialize neighbour maps.
  m_neighbourMap9 = std::unique_ptr<ECL::ECLNeighbours>(new ECL::ECLNeighbours("N", 1));
  m_neighbourMap21 = std::unique_ptr<ECL::ECLNeighbours>(new ECL::ECLNeighbours("NC", 2));
 
  initializeMVAweightFiles(m_zernike_MVAidentifier_FWD, m_weightfile_representation_FWD);
  initializeMVAweightFiles(m_zernike_MVAidentifier_BRL, m_weightfile_representation_BRL);
  initializeMVAweightFiles(m_zernike_MVAidentifier_BWD, m_weightfile_representation_BWD);
 
 
  //Add callback to fill m_secondMomentCorrections when m_secondMomentCorrectionArray changes
  //21-Oct-2016 - The callback doesn't seem to be called at the beginning of the run so I commented it out and added a call to prepareSecondMomentCorrectionsCallback in the beginRun
//   m_secondMomentCorrectionArray.addCallback(this, &ECLShowerShapeModule::prepareSecondMomentCorrectionsCallback);
//   prepareSecondMomentCorrectionsCallback();
 
}

initializeMVA()

void initializeMVA ( const std::string &  identifier, std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > > &  weightFileRepresentation, std::unique_ptr< MVA::Expert > &  expert  )

privateinherited

Load MVA weight file and set pointer of expert.

If weightFileRepresentation is the BRL MVA, also set m_dataset size according to weightFileRepresentation MVA::GeneralOptions

Definition at line 123 of file ECLShowerShapeModule.cc.

{
  MVA::Weightfile  weightfile;
  //Load MVA weight file
  if (weightFileRepresentation) {
 
    //If multiple sources of conditions DB have been configured (the regular case), then the IOV of each payload will be "artificially" set to the current run only.
    //This is so that in the next run, the payload can be taken from a different DB source.
    //For example, payload of current run will be taken from central DB and payload of next run will be taken from local DB, if it appears there.
    //In this case weightFileRepresentation->hasChanged() will be true at the beginning of each run, even though the IOV of the payload is greater than a single run.
    //This is true as of 2017-06-01, functionality of hasChanged() might be changed in future.
 
    if (weightFileRepresentation->hasChanged()) {
      std::stringstream ss((*weightFileRepresentation)->m_data);
      weightfile = MVA::Weightfile::loadFromStream(ss);
    } else
      return;
  } else {
    weightfile = MVA::Weightfile::loadFromFile(identifier);
  }
 
  auto supported_interfaces = MVA::AbstractInterface::getSupportedInterfaces();
  MVA::GeneralOptions general_options;
  weightfile.getOptions(general_options);
 
  //Check number of variables in weight file
  if (m_numZernikeMVAvariables != general_options.m_variables.size())
    B2FATAL("Expecting " << m_numZernikeMVAvariables << " variables, found " << general_options.m_variables.size());
 
  expert = supported_interfaces[general_options.m_method]->getExpert();
  expert->load(weightfile);
 
  //create new dataset, if this is the barrel MVA (assumes FWD and BWD datasets are same size)
  if (weightFileRepresentation == m_weightfile_representation_BRL) {
    std::vector<float> dummy(general_options.m_variables.size(), 0);
    m_dataset = std::unique_ptr<MVA::SingleDataset>(new MVA::SingleDataset(general_options, dummy, 0));
  }
}

initializeMVAweightFiles()

void initializeMVAweightFiles ( const std::string &  identifier, std::unique_ptr< DBObjPtr< DatabaseRepresentationOfWeightfile > > &  weightFileRepresentation  )

privateinherited

initialize MVA weight files from DB

Definition at line 87 of file ECLShowerShapeModule.cc.

{
  if (not(boost::ends_with(identifier, ".root") or boost::ends_with(identifier, ".xml"))) {
    weightFileRepresentation = std::unique_ptr<DBObjPtr<DatabaseRepresentationOfWeightfile>>(new
                               DBObjPtr<DatabaseRepresentationOfWeightfile>(identifier));
  }
  MVA::AbstractInterface::initSupportedInterfaces();
}

prepareSecondMomentCorrectionsCallback()

void prepareSecondMomentCorrectionsCallback ( )

privateinherited

Prepare corrections for second moment Will be called whenever the m_secondMomentCorrectionArray get updated Clears m_secondMomentCorrections and fills it from the updated m_secondMomentCorrectionArray.

Definition at line 558 of file ECLShowerShapeModule.cc.

{
  //Clear m_secondMomentCorrections array
  for (auto iType = 0; iType < 2; ++iType)
    for (auto iHypothesis = 0; iHypothesis < 10; ++iHypothesis)
      m_secondMomentCorrections[iType][iHypothesis] = TGraph();
 
  // Read all corrections.
  for (const ECLShowerShapeSecondMomentCorrection& correction : m_secondMomentCorrectionArray) {
    const int type  = correction.getType();
    const int hypothesis  = correction.getHypothesisId();
    if (type < 0 or type > 1 or hypothesis < 1 or hypothesis > 9) {
      B2FATAL("Invalid type or hypothesis for second moment corrections.");
    }
 
    m_secondMomentCorrections[type][hypothesis] = correction.getCorrection();
  }
 
  //   Check that all corrections are there
  if (m_secondMomentCorrections[c_thetaType][ECLShower::c_nPhotons].GetN() == 0 or
      m_secondMomentCorrections[c_phiType][ECLShower::c_nPhotons].GetN() == 0 or
      m_secondMomentCorrections[c_thetaType][ECLShower::c_neutralHadron].GetN() == 0 or
      m_secondMomentCorrections[c_phiType][ECLShower::c_neutralHadron].GetN() == 0) {
    B2FATAL("Missing corrections for second moments..");
  }
}

projectECLDigits()

std::vector< ECLShowerShapeModule::ProjectedECLDigit > projectECLDigits ( const ECLShower &  shower ) const

privateinherited

Compute projections of the ECLCalDigits to the perpendicular plane.

Definition at line 285 of file ECLShowerShapeModule.cc.

{
  std::vector<ProjectedECLDigit> tmpProjectedECLDigits; //Will be returned at the end of the function
  auto showerDigitRelations = shower.getRelationsTo<ECLCalDigit>(eclCalDigitArrayName());
//   tmpProjectedECLDigits.resize( showerDigitRelations.size() );
  //---------------------------------------------------------------------
  // Get shower parameters.
  //---------------------------------------------------------------------
  const double showerR = shower.getR();
  const double showerTheta = shower.getTheta();
  const double showerPhi = shower.getPhi();
 
  B2Vector3D showerPosition;
  showerPosition.SetMagThetaPhi(showerR, showerTheta, showerPhi);
 
  // Unit vector pointing in shower direction.
  const B2Vector3D showerDirection = (1.0 / showerPosition.Mag()) * showerPosition;
 
  //---------------------------------------------------------------------
  // Calculate axes that span the perpendicular plane.
  //---------------------------------------------------------------------
  //xPrimeDirection = showerdirection.cross(zAxis)
  B2Vector3D xPrimeDirection = B2Vector3D(showerPosition.Y(), -showerPosition.X(), 0.0);
  xPrimeDirection *= 1.0 / xPrimeDirection.Mag();
 
  B2Vector3D yPrimeDirection = xPrimeDirection.Cross(showerDirection);
  yPrimeDirection *= 1.0 / yPrimeDirection.Mag();
 
  //---------------------------------------------------------------------
  // Loop on CalDigits in shower and calculate the projection.
  //---------------------------------------------------------------------
 
  ECLGeometryPar* geometry = ECLGeometryPar::Instance();
 
  for (unsigned int iRelation = 0; iRelation < showerDigitRelations.size(); ++iRelation) {
    const auto calDigit = showerDigitRelations.object(iRelation);
 
    ProjectedECLDigit tmpProjectedDigit;
 
    //---------------------------------------------------------------------
    // Projected digit energy.
    //---------------------------------------------------------------------
    const auto weight = showerDigitRelations.weight(iRelation);
    tmpProjectedDigit.energy = weight * calDigit->getEnergy();
 
    //---------------------------------------------------------------------
    // Projected digit radial distance.
    //---------------------------------------------------------------------
    const int cellId = calDigit->getCellId();
    B2Vector3D calDigitPosition = geometry->GetCrystalPos(cellId - 1);
 
    // Angle between vector pointing to shower and vector pointing to CalDigit,
    //where the origin is the detector origin (implicitly assuming IP = detector origin)
    const double angleDigitShower = calDigitPosition.Angle(showerPosition);
    tmpProjectedDigit.rho = showerR * TMath::Tan(angleDigitShower);
 
    //---------------------------------------------------------------------
    // Projected digit polar angle
    //---------------------------------------------------------------------
    // Vector perpendicular to the vector pointing to the shower position, pointing to the CalDigit.
    // It's length is not rho. Not normalized!!! We only care about the angle between in and xPrime.
    B2Vector3D projectedDigitDirection = calDigitPosition - calDigitPosition.Dot(showerDirection) * showerDirection;
    tmpProjectedDigit.alpha = projectedDigitDirection.Angle(xPrimeDirection);
 
    // adjust so that alpha spans 0..2pi
    if (projectedDigitDirection.Angle(yPrimeDirection) > TMath::Pi() / 2.0)
      tmpProjectedDigit.alpha = 2.0 * TMath::Pi() - tmpProjectedDigit.alpha;
    tmpProjectedECLDigits.push_back(tmpProjectedDigit);
  }
 
  return tmpProjectedECLDigits;
}

Rnm()

double Rnm ( const int  n, const int  m, const double  rho  ) const

privateinherited

The radial part of the Zernike polynomial n,m - Zernike polynomial rank rho - radial distance

Definition at line 408 of file ECLShowerShapeModule.cc.

{
  // Some explicit polynomials.
  if (n == 1 && m == 1) return rho;
  if (n == 2 && m == 0) return 2.0 * rho * rho - 1.0;
  if (n == 2 && m == 2) return rho * rho;
  if (n == 3 && m == 1) return 3.0 * rho * rho * rho - 2.0 * rho;
  if (n == 3 && m == 3) return rho * rho * rho;
  if (n == 4 && m == 0) return 6.0 * rho * rho * rho * rho - 6.0 * rho * rho + 1.0;
  if (n == 4 && m == 2) return 4.0 * rho * rho * rho * rho - 3.0 * rho * rho;
  if (n == 4 && m == 4) return rho * rho * rho * rho;
  if (n == 5 && m == 1) return 10.0 * rho * rho * rho * rho * rho - 12.0 * rho * rho * rho + 3.0 * rho;
  if (n == 5 && m == 3) return 5.0 * rho * rho * rho * rho * rho - 4.0 * rho * rho * rho;
  if (n == 5 && m == 5) return rho * rho * rho * rho * rho;
 
  // Otherwise compute explicitly.
  double returnVal = 0;
  for (int idx = 0; idx <= (n - std::abs(m)) / 2; ++idx)
    returnVal += std::pow(-1, idx) * TMath::Factorial(n - idx) / TMath::Factorial(idx)
                 / TMath::Factorial((n + std::abs(m)) / 2 - idx) / TMath::Factorial((n - std::abs(m)) / 2 - idx) * std::pow(rho, n - 2 * idx);
 
  return returnVal;
}

setAbortLevel()

void setAbortLevel ( int  abortLevel )

inherited

Configure the abort log level.

Definition at line 67 of file Module.cc.

{
  m_logConfig.setAbortLevel(static_cast<LogConfig::ELogLevel>(abortLevel));
}

setDebugLevel()

void setDebugLevel ( int  debugLevel )

inherited

Configure the debug messaging level.

Definition at line 61 of file Module.cc.

{
  m_logConfig.setDebugLevel(debugLevel);
}

setDescription()

void setDescription ( const std::string &  description )

protectedinherited

Sets the description of the module.

Parameters

description

A description of the module.

Definition at line 214 of file Module.cc.

{
  m_description = description;
}

setLogConfig()

void setLogConfig ( const LogConfig &  logConfig )

inlineinherited

Set the log system configuration.

Definition at line 230 of file Module.h.

{m_logConfig = logConfig;}

setLogInfo()

void setLogInfo ( int  logLevel, unsigned int  logInfo  )

inherited

Configure the printed log information for the given level.

Parameters

logLevel	The log level (one of LogConfig::ELogLevel)
logInfo	What kind of info should be printed? ORed combination of LogConfig::ELogInfo flags.

Definition at line 73 of file Module.cc.

{
  m_logConfig.setLogInfo(static_cast<LogConfig::ELogLevel>(logLevel), logInfo);
}

setLogLevel()

void setLogLevel ( int  logLevel )

inherited

Configure the log level.

Definition at line 55 of file Module.cc.

{
  m_logConfig.setLogLevel(static_cast<LogConfig::ELogLevel>(logLevel));
}

setName()

void setName ( const std::string &  name )

inlineinherited

Set the name of the module.

Note

The module name is set when using the REG_MODULE macro, but the module can be renamed before calling process() using the set_name() function in your steering file.

Parameters

name	The name of the module

Definition at line 214 of file Module.h.

{ m_name = name; };

setParamList()

void setParamList ( const ModuleParamList &  params )

inlineprotectedinherited

Replace existing parameter list.

Definition at line 501 of file Module.h.

{ m_moduleParamList = params; }

setParamPython()

void setParamPython ( const std::string &  name, const boost::python::object &  pyObj  )

privateinherited

Implements a method for setting boost::python objects.

The method supports the following types: list, dict, int, double, string, bool The conversion of the python object to the C++ type and the final storage of the parameter value is done in the ModuleParam class.

Parameters

name	The unique name of the parameter.
pyObj	The object which should be converted and stored as the parameter value.

Definition at line 234 of file Module.cc.

{
  LogSystem& logSystem = LogSystem::Instance();
  logSystem.updateModule(&(getLogConfig()), getName());
  try {
    m_moduleParamList.setParamPython(name, pyObj);
  } catch (std::runtime_error& e) {
    throw std::runtime_error("Cannot set parameter '" + name + "' for module '"
                             + m_name + "': " + e.what());
  }
 
  logSystem.updateModule(nullptr);
}

setParamPythonDict()

void setParamPythonDict ( const boost::python::dict &  dictionary )

privateinherited

Implements a method for reading the parameter values from a boost::python dictionary.

The key of the dictionary has to be the name of the parameter and the value has to be of one of the supported parameter types.

Parameters

dictionary

The python dictionary from which the parameter values are read.

Definition at line 249 of file Module.cc.

{
 
  LogSystem& logSystem = LogSystem::Instance();
  logSystem.updateModule(&(getLogConfig()), getName());
 
  boost::python::list dictKeys = dictionary.keys();
  int nKey = boost::python::len(dictKeys);
 
  //Loop over all keys in the dictionary
  for (int iKey = 0; iKey < nKey; ++iKey) {
    boost::python::object currKey = dictKeys[iKey];
    boost::python::extract<std::string> keyProxy(currKey);
 
    if (keyProxy.check()) {
      const boost::python::object& currValue = dictionary[currKey];
      setParamPython(keyProxy, currValue);
    } else {
      B2ERROR("Setting the module parameters from a python dictionary: invalid key in dictionary!");
    }
  }
 
  logSystem.updateModule(nullptr);
}

setPropertyFlags()

void setPropertyFlags ( unsigned int  propertyFlags )

inherited

Sets the flags for the module properties.

Parameters

propertyFlags

bitwise OR of EModulePropFlags

Definition at line 208 of file Module.cc.

{
  m_propertyFlags = propertyFlags;
}

setReturnValue() [1/2]

void setReturnValue ( bool  value )

protectedinherited

Sets the return value for this module as bool.

The bool value is saved as an integer with the convention 1 meaning true and 0 meaning false. The value can be used in the steering file to divide the analysis chain into several paths.

Parameters

value

The value of the return value.

Definition at line 227 of file Module.cc.

{
  m_hasReturnValue = true;
  m_returnValue = value;
}

setReturnValue() [2/2]

void setReturnValue ( int  value )

protectedinherited

Sets the return value for this module as integer.

The value can be used in the steering file to divide the analysis chain into several paths.

Parameters

value

The value of the return value.

Definition at line 220 of file Module.cc.

{
  m_hasReturnValue = true;
  m_returnValue = value;
}

setShowerShapeVariables()

void setShowerShapeVariables ( ECLShower *  eclShower, const bool  calculateZernikeMVA  ) const

privateinherited

Set showr shape variables.

For correct zernike MVA calculation, must be run first on the N2 shower in each connected region, then on the N1 showers of the connected region. calculateZernikeMVA - determines if MVA calculation should be performed. Should be false, for example, if there was no N2 shower, so MVA can't be calculated. The function does not set the zernikeMVA variable for N2 showers, because it is calculated from zernikeMVAs of the N1 showers, so it has to be set elsewhere (unless calculateZernikeMVA is false, in which case it is set to 0.0).

Definition at line 177 of file ECLShowerShapeModule.cc.

{
  //Project the digits on the plane perpendicular to the shower direction
  std::vector<ProjectedECLDigit> projectedECLDigits = projectECLDigits(*eclShower);
 
  const double showerEnergy = eclShower->getEnergy();
  const double showerTheta = eclShower->getTheta();
  const double showerPhi = eclShower->getPhi();
 
  //sum crystal energies
  double sumEnergies = 0.0;
  for (const auto& projectedECLDigit : projectedECLDigits) sumEnergies += projectedECLDigit.energy;
 
  //Choose rho0 according to shower hypothesis
  double rho0 = 0.0;
  const int hypothesisID = eclShower->getHypothesisId();
  if (hypothesisID == ECLShower::c_nPhotons) rho0 = m_zernike_n1_rho0;
  else if (hypothesisID == ECLShower::c_neutralHadron) rho0 = m_zernike_n2_rho0;
 
  const double secondMomentCorrection = getSecondMomentCorrection(showerTheta, showerPhi, hypothesisID);
  B2DEBUG(175, "Second moment angular correction: " << secondMomentCorrection << " (theta(rad)=" << showerTheta << ", phi(rad)=" <<
          showerPhi << ",hypothesisId=" << hypothesisID <<
          ")");
  const double secondMoment = computeSecondMoment(projectedECLDigits, showerEnergy) * secondMomentCorrection;
  B2DEBUG(175, "Second moment after correction: " << secondMoment);
 
  const double LATenergy    = computeLateralEnergy(projectedECLDigits, m_avgCrystalDimension);
 
  // Set shower shape variables.
  eclShower->setSecondMoment(secondMoment);
  eclShower->setLateralEnergy(LATenergy);
  eclShower->setE1oE9(computeE1oE9(*eclShower));
  if (eclShower->getE9oE21() < 1e-9) eclShower->setE9oE21(computeE9oE21(*eclShower));
  for (unsigned int n = 1; n <= 5; n++) {
    for (unsigned int m = 0; m <= n; m++) {
      eclShower->setAbsZernikeMoment(n, m, computeAbsZernikeMoment(projectedECLDigits, sumEnergies, n, m, rho0));
    }
  }
 
  if (calculateZernikeMVA) {
    //Set Zernike moments that will be used in MVA calculation
    // m_dataset holds 22 entries, 11 Zernike moments of N2 shower, followed by 11 Zernike moments of N1 shower
    int indexOffset = 0;//Offset entries depending on hypothesis type
    if (hypothesisID == ECLShower::c_nPhotons) indexOffset = (m_numZernikeMVAvariables / 2);
    else if (hypothesisID == ECLShower::c_neutralHadron) indexOffset = 0;
 
    m_dataset->m_input[0 + indexOffset] = eclShower->getAbsZernikeMoment(1, 1);
    m_dataset->m_input[1 + indexOffset] = eclShower->getAbsZernikeMoment(2, 0);
    m_dataset->m_input[2 + indexOffset] = eclShower->getAbsZernikeMoment(2, 2);
    m_dataset->m_input[3 + indexOffset] = eclShower->getAbsZernikeMoment(3, 1);
    m_dataset->m_input[4 + indexOffset] = eclShower->getAbsZernikeMoment(3, 3);
    m_dataset->m_input[5 + indexOffset] = eclShower->getAbsZernikeMoment(4, 0);
    m_dataset->m_input[6 + indexOffset] = eclShower->getAbsZernikeMoment(4, 2);
    m_dataset->m_input[7 + indexOffset] = eclShower->getAbsZernikeMoment(4, 4);
    m_dataset->m_input[8 + indexOffset] = eclShower->getAbsZernikeMoment(5, 1);
    m_dataset->m_input[9 + indexOffset] = eclShower->getAbsZernikeMoment(5, 3);
    m_dataset->m_input[10 + indexOffset] = eclShower->getAbsZernikeMoment(5, 5);
    //Set zernikeMVA for N1 showers
    //This assumes that the N2 zernike moments have already been set in m_dataset!!!!
    if (hypothesisID == ECLShower::c_nPhotons) {
      //FWD
      if (eclShower->getTheta() < m_BRLthetaMin) eclShower->setZernikeMVA(m_expert_FWD->apply(*m_dataset)[0]);
      //BWD
      else if (eclShower->getTheta() > m_BRLthetaMax) eclShower->setZernikeMVA(m_expert_BWD->apply(*m_dataset)[0]);
      //BRL
      else eclShower->setZernikeMVA(m_expert_BRL->apply(*m_dataset)[0]);
    }
  } else eclShower->setZernikeMVA(0.0);
}

setType()

void setType ( const std::string &  type )

protectedinherited

Set the module type.

Only for use by internal modules (which don't use the normal REG_MODULE mechanism).

Definition at line 48 of file Module.cc.

{
  if (!m_type.empty())
    B2FATAL("Trying to change module type from " << m_type << " is not allowed, the value is assumed to be fixed.");
  m_type = type;
}

terminate()

void terminate ( void  )

overridevirtualinherited

Terminate.

Reimplemented from Module.

Definition at line 362 of file ECLShowerShapeModule.cc.

{
 
}

zernikeValue()

std::complex< double > zernikeValue ( const double  rho, const double  alpha, const int  n, const int  m  ) const

privateinherited

Return the complex value of the Zernike polynomial of rank n,m.

Znm(rho,alpha) = Rnm(rho) * exp(i*m*alpha) rho - radial distance alpha - polar angle

Definition at line 432 of file ECLShowerShapeModule.cc.

{
  // Zernike moment defined only on the unit cercile (rho < 1).
  if (rho > 1.0) return std::complex<double>(0, 0);
 
  std::complex<double> i(0, 1);
  std::complex<double> exponent = std::exp(i * std::complex<double>(m * alpha, 0));
  return std::complex<double>(Rnm(n, m, rho), 0) * exponent;
}

Member Data Documentation

m_avgCrystalDimension

double m_avgCrystalDimension

privateinherited

Average crystal dimension [cm].

Definition at line 98 of file ECLShowerShapeModule.h.

m_BRLthetaMax

const double m_BRLthetaMax = 128.7 * Unit::deg

privateinherited

Maximum theta of barrel used for choosing which Zernike MVA to apply.

Definition at line 101 of file ECLShowerShapeModule.h.

m_BRLthetaMin

const double m_BRLthetaMin = 32.2 * Unit::deg

privateinherited

Minimum theta of barrel used for choosing which Zernike MVA to apply.

Definition at line 100 of file ECLShowerShapeModule.h.

m_conditions

std::vector<ModuleCondition> m_conditions

privateinherited

Module condition, only non-null if set.

Definition at line 521 of file Module.h.

m_dataset

std::unique_ptr<MVA::SingleDataset> m_dataset

privateinherited

Pointer to the current dataset.

It is assumed it holds 22 entries, 11 Zernike moments of N2 shower, followed by 11 Zernike moments of N1 shower.

Definition at line 118 of file ECLShowerShapeModule.h.

m_description

std::string m_description

privateinherited

The description of the module.

Definition at line 511 of file Module.h.

m_eclConnectedRegions

StoreArray<ECLConnectedRegion> m_eclConnectedRegions

privateinherited

StoreArray ECLConnectedRegion.

Definition at line 92 of file ECLShowerShapeModule.h.

m_expert_BRL

std::unique_ptr<MVA::Expert> m_expert_BRL

privateinherited

Pointer to the current MVA Expert for BRL.

Definition at line 115 of file ECLShowerShapeModule.h.

m_expert_BWD

std::unique_ptr<MVA::Expert> m_expert_BWD

privateinherited

Pointer to the current MVA Expert for BWD.

Definition at line 116 of file ECLShowerShapeModule.h.

m_expert_FWD

std::unique_ptr<MVA::Expert> m_expert_FWD

privateinherited

Pointer to the current MVA Expert for FWD.

Definition at line 114 of file ECLShowerShapeModule.h.

m_hasReturnValue

bool m_hasReturnValue

privateinherited

True, if the return value is set.

Definition at line 518 of file Module.h.

m_logConfig

LogConfig m_logConfig

privateinherited

The log system configuration of the module.

Definition at line 514 of file Module.h.

m_moduleParamList

ModuleParamList m_moduleParamList

privateinherited

List storing and managing all parameter of the module.

Definition at line 516 of file Module.h.

m_name

std::string m_name

privateinherited

The name of the module, saved as a string (user-modifiable)

Definition at line 508 of file Module.h.

m_neighbourMap21

std::unique_ptr<ECL::ECLNeighbours> m_neighbourMap21

privateinherited

Neighbour map 21 neighbours, for E9oE21.

Definition at line 124 of file ECLShowerShapeModule.h.

m_neighbourMap9

std::unique_ptr<ECL::ECLNeighbours> m_neighbourMap9

privateinherited

Neighbour map 9 neighbours, for E9oE21 and E1oE9.

Definition at line 121 of file ECLShowerShapeModule.h.

m_numZernikeMVAvariables

const unsigned int m_numZernikeMVAvariables = 22

privateinherited

number of variables expected in the Zernike MVA weightfile

Definition at line 103 of file ECLShowerShapeModule.h.

m_package

std::string m_package

privateinherited

Package this module is found in (may be empty).

Definition at line 510 of file Module.h.

m_propertyFlags

unsigned int m_propertyFlags

privateinherited

The properties of the module as bitwise or (with |) of EModulePropFlags.

Definition at line 512 of file Module.h.

m_returnValue

int m_returnValue

privateinherited

The return value.

Definition at line 519 of file Module.h.

m_secondMomentCorrectionArray

DBArray<ECLShowerShapeSecondMomentCorrection> m_secondMomentCorrectionArray

privateinherited

Shower shape corrections from DB.

Definition at line 195 of file ECLShowerShapeModule.h.

m_secondMomentCorrections

TGraph m_secondMomentCorrections[2][10]

privateinherited

TGraphs that hold the corrections.

Definition at line 199 of file ECLShowerShapeModule.h.

m_type

std::string m_type

privateinherited

The type of the module, saved as a string.

Definition at line 509 of file Module.h.

m_weightfile_representation_BRL

std::unique_ptr<DBObjPtr<DatabaseRepresentationOfWeightfile> > m_weightfile_representation_BRL

privateinherited

Database pointer to the Database representation of the Zernike moment MVA weightfile for BRL.

Definition at line 111 of file ECLShowerShapeModule.h.

m_weightfile_representation_BWD

std::unique_ptr<DBObjPtr<DatabaseRepresentationOfWeightfile> > m_weightfile_representation_BWD

privateinherited

Database pointer to the Database representation of the Zernike moment MVA weightfile for BWD.

Definition at line 113 of file ECLShowerShapeModule.h.

m_weightfile_representation_FWD

std::unique_ptr<DBObjPtr<DatabaseRepresentationOfWeightfile> > m_weightfile_representation_FWD

privateinherited

Database pointer to the Database representation of the Zernike moment MVA weightfile for FWD.

Definition at line 109 of file ECLShowerShapeModule.h.

m_zernike_MVAidentifier_BRL

std::string m_zernike_MVAidentifier_BRL

privateinherited

Zernike moment MVA - Barrel weight-file.

Definition at line 106 of file ECLShowerShapeModule.h.

m_zernike_MVAidentifier_BWD

std::string m_zernike_MVAidentifier_BWD

privateinherited

Zernike moment MVA - BWD endcap weight-file.

Definition at line 107 of file ECLShowerShapeModule.h.

m_zernike_MVAidentifier_FWD

std::string m_zernike_MVAidentifier_FWD

privateinherited

Zernike moment MVA - FWD endcap weight-file.

Definition at line 105 of file ECLShowerShapeModule.h.

m_zernike_n1_rho0

double m_zernike_n1_rho0

privateinherited

Scaling factor for radial distances in perpendicular plane, used in Zernike moment calculation for N1 showers.

Definition at line 95 of file ECLShowerShapeModule.h.

m_zernike_n2_rho0

double m_zernike_n2_rho0

privateinherited

Scaling factor for radial distances in perpendicular plane, used in Zernike moment calculation for N2 showers.

Definition at line 96 of file ECLShowerShapeModule.h.

m_zernike_useFarCrystals

bool m_zernike_useFarCrystals

privateinherited

Determines if to include or ignore crystals with rho > rho0 in perpendicular plane, used in Zernike moment calculation.

Definition at line 97 of file ECLShowerShapeModule.h.

---

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

• ecl/modules/eclShowerShape/include/ECLShowerShapeModule.h