KLMMuonIDDNNExpertModule Class Reference

KLMMuonIDDNNExpert for calculating Neural Network based muonID. More...

#include <KLMMuonIDDNNExpertModule.h>

Inheritance diagram for KLMMuonIDDNNExpertModule:

Public Types
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
	KLMMuonIDDNNExpertModule ()
	Constructor.
	~KLMMuonIDDNNExpertModule ()
	Destructor.
void	initialize () override
	Initializer.
void	beginRun () override
	Called when entering a new run.
void	event () override
	This method is called for each event.
void	endRun () override
	This method is called if the current run ends.
void	terminate () override
	This method is called at the end of the event processing.
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	initializeMVA (MVA::Weightfile &weightfile)
	Initialize mva expert, dataset and features.
float	getNNmuProbability (const Track *track, const KLMMuidLikelihood *klmll)
	Get the NN-based muon probability.
float	getHitWidth (const KLMHit2d *klmhit)
	Get Hit width (cluster size) of a KLMHit2d.
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< Track >	m_tracks
	Required array for Tracks.
StoreArray< KLMMuonIDDNNInputVariable >	m_inputVariable
	Input variables of DNN.
const std::string	m_identifier = "KLMMuonIDDNNWeightFile"
	Database identifier or file used to load the weights.
DBObjPtr< DatabaseRepresentationOfWeightfile >	m_weightfile_representation {m_identifier}
	Database pointer to the database representation of the weightfile.
std::unique_ptr< MVA::Expert >	m_expert
	Pointer to the current MVA expert.
std::unique_ptr< MVA::SingleDataset >	m_dataset
	Pointer to the current dataset.
std::array< float, m_maxBKLMLayers >	m_BarrelPhiStripWidth
	BKLM phi-measuring strip width (cm) by layer.
std::array< float, m_maxBKLMLayers >	m_BarrelZStripWidth
	BKLM Z-measuring strip width (cm) by layer.
float	m_EndcapScintWidth
	EKLM scintillator strip width (cm).
std::array< float, m_maxBKLMLayers+m_maxEKLMLayers >	m_hitpattern_width
	Container of hit widths of one track.
std::array< float, m_maxBKLMLayers+m_maxEKLMLayers >	m_hitpattern_steplength
	Container of hit steplength of one track.
std::array< float, m_maxBKLMLayers+m_maxEKLMLayers >	m_hitpattern_chi2
	Container of hit chi2 of one track.
std::array< bool, m_maxBKLMLayers+m_maxEKLMLayers >	m_hitpattern_hasext
	Container of extrapolation situation at each KLM layer of one track.
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.

Static Private Attributes
static constexpr int	m_maxBKLMLayers = BKLMElementNumbers::getMaximalLayerNumber()
	Total BKLM layers.
static constexpr int	m_maxEKLMLayers = EKLMElementNumbers::getMaximalLayerNumber()
	Total EKLM layers.

Detailed Description

KLMMuonIDDNNExpert for calculating Neural Network based muonID.

Definition at line 38 of file KLMMuonIDDNNExpertModule.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

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,  
    };

Constructor & Destructor Documentation

KLMMuonIDDNNExpertModule()

KLMMuonIDDNNExpertModule

(

)

Constructor.

Definition at line 37 of file KLMMuonIDDNNExpertModule.cc.

                                                   : Module()
{
  // Set module properties
  setDescription(R"DOC(Get information from KLMMuIDLikelihood)DOC");
  setPropertyFlags(c_ParallelProcessingCertified);
}

~KLMMuonIDDNNExpertModule()

~KLMMuonIDDNNExpertModule

(

)

Destructor.

Definition at line 44 of file KLMMuonIDDNNExpertModule.cc.

{
}

Member Function Documentation

beginRun()

void beginRun ( void  )

overridevirtual

Called when entering a new run.

Reimplemented from Module.

Definition at line 77 of file KLMMuonIDDNNExpertModule.cc.

{
  if (m_weightfile_representation.isValid()) {
    if (m_weightfile_representation.hasChanged()) {
      std::stringstream ss(m_weightfile_representation->m_data);
      auto weightfile = MVA::Weightfile::loadFromStream(ss);
      initializeMVA(weightfile);
    }
  } else {
    B2FATAL("Payload " << m_identifier << " is not valid!");
  }
}

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;
}

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(); }

endRun()

void endRun ( void  )

overridevirtual

This method is called if the current run ends.

Reimplemented from Module.

Definition at line 90 of file KLMMuonIDDNNExpertModule.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  )

overridevirtual

This method is called for each event.

Reimplemented from Module.

Definition at line 112 of file KLMMuonIDDNNExpertModule.cc.

{
  for (Track& track : m_tracks) {
 
    KLMMuidLikelihood* klmll = track.getRelatedTo<KLMMuidLikelihood>();
 
    if (!klmll) continue;
 
    // initialize hit pattern arrays
    m_hitpattern_steplength.fill(-1.);
    m_hitpattern_width.fill(-1.);
    m_hitpattern_chi2.fill(-1.);
    m_hitpattern_hasext.fill(0);
 
    bool hasExtInKLM = false;
    for (const ExtHit& exthit : track.getRelationsTo<ExtHit>()) {
 
      if (exthit.getDetectorID() != Const::EDetector::BKLM
          and exthit.getDetectorID() != Const::EDetector::EKLM) continue;
 
      int layer;
      bool inBKLM = (exthit.getDetectorID() == Const::EDetector::BKLM);
      int copyid = exthit.getCopyID();
 
      int section, sector, plane, strip;
 
      if (inBKLM) {
        BKLMElementNumbers::moduleNumberToElementNumbers(copyid, &section, &sector, &layer);
        if (layer > m_maxBKLMLayers) continue;
        m_hitpattern_hasext.at(layer - 1) = 1;
      } else {
        EKLMElementNumbers::Instance().stripNumberToElementNumbers(copyid, &section, &layer, &sector, &plane, &strip);
        if (layer > m_maxEKLMLayers) continue;
        m_hitpattern_hasext.at(m_maxBKLMLayers + layer - 1) = 1;
      }
 
      hasExtInKLM = true;
 
    }
 
    RelationVector<KLMHit2d> KLMHit2drelation = track.getRelationsTo<KLMHit2d>();
 
    // only apply NN muonID to tracks with at least one KLMHit2d or one ExtHit in KLM.
    if (not(hasExtInKLM || KLMHit2drelation.size())) continue;
 
    std::map<int, int> Hit2dMap; // arrange KLMHit2d in the order of layer
    for (long unsigned int ii = 0; ii < KLMHit2drelation.size(); ii++) {
      KLMHit2d* klmhit = KLMHit2drelation[ii];
      bool hit_inBKLM = (klmhit->getSubdetector() == KLMElementNumbers::c_BKLM);
      unsigned long int hit_layer = klmhit->getLayer();
 
      int index = hit_layer - 1 + m_maxBKLMLayers * (1 - hit_inBKLM); // BKLM hits are in front of EKLM hits
      if (index > (m_maxBKLMLayers + m_maxEKLMLayers)) continue;
      Hit2dMap.insert(std::pair<int, int> {index, ii});
    }
 
    int nklmhits = 0;
    ROOT::Math::XYZVector previousPosition(0., 0., 0.);
    for (auto itermap = Hit2dMap.begin(); itermap != Hit2dMap.end(); itermap ++) {
 
      nklmhits += 1;
 
      KLMHit2d* klmhit = KLMHit2drelation[itermap->second];
 
      float KFchi2 = KLMHit2drelation.weight(itermap->second);
      float width = getHitWidth(klmhit);
 
      ROOT::Math::XYZVector hitPosition = klmhit->getPosition();
      float steplength = 0.;
      if (nklmhits > 1) {
        steplength = (hitPosition - previousPosition).R();
      }
      previousPosition = hitPosition;
 
      // hit pattern creation.
      int hitpatternindex = itermap->first;
      m_hitpattern_chi2.at(hitpatternindex) = KFchi2;
      m_hitpattern_steplength.at(hitpatternindex) = steplength;
      m_hitpattern_width.at(hitpatternindex) = width;
    } // loop of Hit2dMap
 
    Hit2dMap.clear();
 
    double muprob_nn = getNNmuProbability(&track, klmll);
    PIDLikelihood* pid = track.getRelated<PIDLikelihood>();
    pid->addPreOfficialLikelihood("klmMuonIDDNN", muprob_nn);
  } // loop of tracks
}

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>();
    }

getHitWidth()

float getHitWidth ( const KLMHit2d *  klmhit )

private

Get Hit width (cluster size) of a KLMHit2d.

Parameters

[in]

klmhit

target KLMHit2d object.

Returns

hit width of the KLMHit2d object.

Definition at line 224 of file KLMMuonIDDNNExpertModule.cc.

{
  float stripwidth1 = 0; // strip width of phi or X direction
  float stripwidth2 = 0; // strip width of Z or Y direction
  float stripdiff1 = 0; // max minus min strip number in phi or X direction
  float stripdiff2 = 0; // max minus min strip number in Z or Y direction
  if (klmhit->getSubdetector() == KLMElementNumbers::c_BKLM) {
    stripwidth1 = m_BarrelPhiStripWidth[klmhit->getLayer() - 1];
    stripwidth2 = m_BarrelZStripWidth[klmhit->getLayer() - 1];
    stripdiff1 = (klmhit->getPhiStripMax() - klmhit->getPhiStripMin() + 1) * 0.5;
    stripdiff2 = (klmhit->getZStripMax() - klmhit->getZStripMin() + 1) * 0.5;
  } else {
    stripwidth1 = m_EndcapScintWidth;
    stripwidth2 = m_EndcapScintWidth;
    stripdiff1 = (klmhit->getXStripMax() - klmhit->getXStripMin() + 1) * 0.5;
    stripdiff2 = (klmhit->getYStripMax() - klmhit->getYStripMin() + 1) * 0.5;
  }
  float width1 = stripwidth1 * stripdiff1;
  float width2 = stripwidth2 * stripdiff2;
  return std::sqrt(width1 * width1 + width2 * width2);
}

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;}

getNNmuProbability()

float getNNmuProbability ( const Track *  track, const KLMMuidLikelihood *  klmll  )

private

Get the NN-based muon probability.

Parameters

[in]	track	target track.
[in]	klmll	KLMMuidLikelihood object related from the target track.

Returns

Neural Networkd based muonID.

Definition at line 201 of file KLMMuonIDDNNExpertModule.cc.

{
  m_dataset->m_input[0] = klmll->getChiSquared();
  m_dataset->m_input[1] = klmll->getDegreesOfFreedom();
  m_dataset->m_input[2] = klmll->getExtLayer() - klmll->getHitLayer();
  m_dataset->m_input[3] = klmll->getExtLayer();
  m_dataset->m_input[4] = track->getTrackFitResultWithClosestMass(Const::muon)->getTransverseMomentum();
 
  for (int layer = 0; layer < (m_maxBKLMLayers + m_maxEKLMLayers); layer ++) {
    m_dataset->m_input[5 + 4 * layer + 0] = m_hitpattern_width.at(layer); // width
    m_dataset->m_input[5 + 4 * layer + 1] = m_hitpattern_steplength.at(layer); // steplength
    m_dataset->m_input[5 + 4 * layer + 2] = m_hitpattern_chi2.at(layer); // chi2
    m_dataset->m_input[5 + 4 * layer + 3] = m_hitpattern_hasext.at(layer); // hasext
  }
 
  KLMMuonIDDNNInputVariable* inputVariable = m_inputVariable.appendNew();
  inputVariable->setKLMMuonIDDNNInputVariable(m_dataset->m_input);
  track->addRelationTo(inputVariable);
 
  float muprob_nn = m_expert->apply(*m_dataset)[0];
  return muprob_nn;
}

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; }

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  )

overridevirtual

Initializer.

Reimplemented from Module.

Definition at line 48 of file KLMMuonIDDNNExpertModule.cc.

{
  m_tracks.isRequired();
 
  m_inputVariable.registerInDataStore();
  m_tracks.registerRelationTo(m_inputVariable);
 
  // setup KLM geometry
  bklm::GeometryPar* bklmGeometry = bklm::GeometryPar::instance();
  const EKLM::GeometryData& eklmGeometry = EKLM::GeometryData::Instance();
 
  m_EndcapScintWidth = eklmGeometry.getStripGeometry()->getWidth() / CLHEP::cm; // in G4e units (cm)
 
  for (int layer = 1; layer <= m_maxBKLMLayers; ++layer) {
    const bklm::Module* module =
      bklmGeometry->findModule(BKLMElementNumbers::c_ForwardSection, 1, layer);
    m_BarrelPhiStripWidth[layer - 1] = module->getPhiStripWidth(); // in G4e units (cm)
    m_BarrelZStripWidth[layer - 1] = module->getZStripWidth(); // in G4e units (cm)
  }
 
  MVA::AbstractInterface::initSupportedInterfaces();
}

initializeMVA()

void initializeMVA ( MVA::Weightfile &  weightfile )

private

Initialize mva expert, dataset and features.

Called every time the weightfile in the database changes in begin run.

Parameters

[in]

weightfile

weightfile of the MVA model.

Definition at line 94 of file KLMMuonIDDNNExpertModule.cc.

{
  auto supported_interfaces = MVA::AbstractInterface::getSupportedInterfaces();
  MVA::GeneralOptions general_options;
  weightfile.getOptions(general_options);
  m_expert = supported_interfaces[general_options.m_method]->getExpert();
  m_expert->load(weightfile);
  std::vector<float> dummy;
  int nInputVariables = general_options.m_variables.size();
  if (nInputVariables != 5 + 4 * (m_maxBKLMLayers + m_maxEKLMLayers)) {
    B2FATAL("Number of input variables mismatch. Required " << 5 + 4 * (m_maxBKLMLayers + m_maxEKLMLayers) << " but " << nInputVariables
            << " given. ");
  }
  dummy.resize(nInputVariables, 0);
  m_dataset = std::unique_ptr<MVA::SingleDataset>(new MVA::SingleDataset(general_options, std::move(dummy), 0));
}

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;
}

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  )

overridevirtual

This method is called at the end of the event processing.

Reimplemented from Module.

Definition at line 71 of file KLMMuonIDDNNExpertModule.cc.

{
  m_expert.reset();
  m_dataset.reset();
}

Member Data Documentation

m_BarrelPhiStripWidth

std::array< float, m_maxBKLMLayers > m_BarrelPhiStripWidth

private

BKLM phi-measuring strip width (cm) by layer.

Definition at line 126 of file KLMMuonIDDNNExpertModule.h.

m_BarrelZStripWidth

std::array< float, m_maxBKLMLayers > m_BarrelZStripWidth

private

BKLM Z-measuring strip width (cm) by layer.

Definition at line 129 of file KLMMuonIDDNNExpertModule.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

private

Pointer to the current dataset.

Definition at line 117 of file KLMMuonIDDNNExpertModule.h.

m_description

std::string m_description

privateinherited

The description of the module.

Definition at line 511 of file Module.h.

m_EndcapScintWidth

float m_EndcapScintWidth

private

EKLM scintillator strip width (cm).

Definition at line 132 of file KLMMuonIDDNNExpertModule.h.

m_expert

std::unique_ptr<MVA::Expert> m_expert

private

Pointer to the current MVA expert.

Definition at line 114 of file KLMMuonIDDNNExpertModule.h.

m_hasReturnValue

bool m_hasReturnValue

privateinherited

True, if the return value is set.

Definition at line 518 of file Module.h.

m_hitpattern_chi2

std::array< float, m_maxBKLMLayers + m_maxEKLMLayers > m_hitpattern_chi2

private

Container of hit chi2 of one track.

Hit pattern variable.

Definition at line 141 of file KLMMuonIDDNNExpertModule.h.

m_hitpattern_hasext

std::array< bool, m_maxBKLMLayers + m_maxEKLMLayers > m_hitpattern_hasext

private

Container of extrapolation situation at each KLM layer of one track.

Hit pattern variable.

Definition at line 144 of file KLMMuonIDDNNExpertModule.h.

m_hitpattern_steplength

std::array< float, m_maxBKLMLayers + m_maxEKLMLayers > m_hitpattern_steplength

private

Container of hit steplength of one track.

Hit pattern variable.

Definition at line 138 of file KLMMuonIDDNNExpertModule.h.

m_hitpattern_width

std::array< float, m_maxBKLMLayers + m_maxEKLMLayers > m_hitpattern_width

private

Container of hit widths of one track.

Hit pattern variable.

Definition at line 135 of file KLMMuonIDDNNExpertModule.h.

m_identifier

const std::string m_identifier = "KLMMuonIDDNNWeightFile"

private

Database identifier or file used to load the weights.

Definition at line 108 of file KLMMuonIDDNNExpertModule.h.

m_inputVariable

StoreArray<KLMMuonIDDNNInputVariable> m_inputVariable

private

Input variables of DNN.

Definition at line 105 of file KLMMuonIDDNNExpertModule.h.

m_logConfig

LogConfig m_logConfig

privateinherited

The log system configuration of the module.

Definition at line 514 of file Module.h.

m_maxBKLMLayers

constexpr int m_maxBKLMLayers = BKLMElementNumbers::getMaximalLayerNumber()

staticconstexprprivate

Total BKLM layers.

Definition at line 120 of file KLMMuonIDDNNExpertModule.h.

m_maxEKLMLayers

constexpr int m_maxEKLMLayers = EKLMElementNumbers::getMaximalLayerNumber()

staticconstexprprivate

Total EKLM layers.

Definition at line 123 of file KLMMuonIDDNNExpertModule.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_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_tracks

StoreArray<Track> m_tracks

private

Required array for Tracks.

Definition at line 102 of file KLMMuonIDDNNExpertModule.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

DBObjPtr<DatabaseRepresentationOfWeightfile> m_weightfile_representation {m_identifier}

private

Database pointer to the database representation of the weightfile.

Definition at line 111 of file KLMMuonIDDNNExpertModule.h.

---

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

• reconstruction/modules/KLMMuonIDDNNExpert/include/KLMMuonIDDNNExpertModule.h
• reconstruction/modules/KLMMuonIDDNNExpert/src/KLMMuonIDDNNExpertModule.cc