diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/TrigTauDiscriminant/TrigTauDiscriBuilder.h b/Trigger/TrigAlgorithms/TrigTauDiscriminant/TrigTauDiscriminant/TrigTauDiscriBuilder.h
new file mode 100755
index 0000000000000000000000000000000000000000..763ddcaa3eaaf25a563433de8b8c5ee727c0cb61
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/TrigTauDiscriminant/TrigTauDiscriBuilder.h
@@ -0,0 +1,66 @@
+/*
+ Copyright (C) 2002-2017 CERN for the benefit of the ATLAS collaboration
+*/
+
+//
+/********************************************************************
+ *
+ * NAME: TrigTauRecDiscriminant.h
+ * PACKAGE: Trigger/TrigAlgorithms/TrigTauDiscriminant
+ *
+ * AUTHOR: M. Morgenstern (based on tauDiscriBuilder)
+ * CREATED:
+ *********************************************************************/
+
+#ifndef TRIGTAUDISCRIBUILDER_H
+#define TRIGTAUDISCRIBUILDER_H
+
+#include "TrigInterfaces/FexAlgo.h"
+#include "TrigTimeAlgs/TrigTimerSvc.h"
+#include "GaudiKernel/Algorithm.h"
+#include "GaudiKernel/ToolHandle.h"
+#include "TauDiscriminant/TauDiscriToolBase.h"
+#include <vector>
+
+namespace HLT {
+ class TriggerElement;
+}
+
+using namespace std;
+
+class TrigTauDiscriBuilder: public HLT::FexAlgo {
+ public:
+ /** constructor */
+ TrigTauDiscriBuilder(const std::string& name, ISvcLocator* pSvcLocator);
+
+ /** destructor */
+ ~TrigTauDiscriBuilder();
+ // Gaudi algorithm hooks
+
+ /** HLT method to initialize */
+ HLT::ErrorCode hltInitialize();
+
+ /** HLT method to finalize */
+ HLT::ErrorCode hltFinalize();
+
+ /** HLT method to execute FEX algo on a given TE.
+ input is last TE from EF ID, output is TE for EF tauRec hypo execution */
+ HLT::ErrorCode hltExecute(const HLT::TriggerElement* inputTE, HLT::TriggerElement* outputTE);
+
+ private:
+ /** internal tool store */
+ ToolHandleArray<TauDiscriToolBase> tools;
+
+ TauDetailsManager* manager;
+
+ /** vector of Timers */
+ std::vector<TrigTimer* > m_mytimers;
+
+ /** Monitoring : m_LLHScore obtained */
+ double m_LLHScore;
+
+ /** Monitoring : m_BDTScore obtained */
+ double m_BDTScore;
+
+};
+#endif
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/cmt/requirements b/Trigger/TrigAlgorithms/TrigTauDiscriminant/cmt/requirements
new file mode 100755
index 0000000000000000000000000000000000000000..ca7cb5f57a61678e1c0b8f067dbad8fb462eb0f3
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/cmt/requirements
@@ -0,0 +1,30 @@
+package TrigTauDiscriminant
+
+# =====================================================================
+#
+# This is the Trigger EF tau ID algorithm package.
+#
+# =====================================================================
+
+author Marcus Morgenstern <marcus.matthias.morgenstern@cern.ch>
+
+# =====================================================================
+
+public
+use AtlasPolicy AtlasPolicy-*
+use GaudiInterface GaudiInterface-* External
+use TauDiscriminant TauDiscriminant-* PhysicsAnalysis/TauID
+use TrigInterfaces TrigInterfaces-* Trigger/TrigSteer
+use TrigTimeAlgs TrigTimeAlgs-* Trigger/TrigTools
+
+private
+use TrigSteeringEvent TrigSteeringEvent-* Trigger/TrigEvent
+use TrigT1Interfaces TrigT1Interfaces-* Trigger/TrigT1
+use xAODTau xAODTau-* Event/xAOD
+use TrigParticle TrigParticle-* Trigger/TrigEvent
+
+# =====================================================================
+apply_pattern dual_use_library files="*.cxx"
+apply_pattern declare_runtime files="../share/*.root ../share/*.bin ../share/*.txt"
+apply_pattern declare_joboptions files="*.txt *.py"
+apply_pattern declare_python_modules files="*.py"
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriGetter.py b/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriGetter.py
new file mode 100644
index 0000000000000000000000000000000000000000..9f318e42b3a11a46bc55e6baa2a84173502ed466
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriGetter.py
@@ -0,0 +1,96 @@
+# Copyright (C) 2002-2017 CERN for the benefit of the ATLAS collaboration
+
+# AUTHOR: Marcin.Wolter@cern.ch
+# CREATED: 20 March 2008
+#
+# 23 Nov 2010: cleaning up (Noel Dawe)
+
+from AthenaCommon.Logging import logging
+from AthenaCommon.AlgSequence import AlgSequence
+from AthenaCommon.SystemOfUnits import *
+from AthenaCommon.Constants import *
+
+from AthenaCommon.AppMgr import ToolSvc
+
+import traceback
+
+from TrigTauDiscriminant.TrigTauDiscriminantConf import TrigTauDiscriBuilder
+
+def singleton(cls):
+
+ log = logging.getLogger('%s::__init__'% cls.__name__)
+ instances = {}
+ def getinstance(*args, **kwargs):
+ if cls in instances:
+ log.warning("Attempting to construct more than one %s. Returning the singleton."% cls.__name__)
+ return instances[cls]
+ obj = cls(*args, **kwargs)
+ instances[cls] = obj
+ return obj
+ return getinstance
+
+#@singleton
+
+class TrigTauDiscriGetter(TrigTauDiscriBuilder):
+ __slots__ = [ '_mytools']
+ def __init__(self, name = "TrigTauDiscriminant"):
+ super( TrigTauDiscriGetter , self ).__init__( name )
+
+ #monitoring part. To switch off do in topOption TriggerFlags.enableMonitoring = []
+ from TrigTauDiscriminant.TrigTauDiscriminantMonitoring import TrigTauDiscriminantValidationMonitoring, TrigTauDiscriminantOnlineMonitoring
+ validation = TrigTauDiscriminantValidationMonitoring()
+ online = TrigTauDiscriminantOnlineMonitoring()
+
+ from TrigTimeMonitor.TrigTimeHistToolConfig import TrigTimeHistToolConfig
+ time = TrigTimeHistToolConfig("Time")
+
+ self.AthenaMonTools = [ time, validation, online ]
+
+ self.Tools = [self.LLHtoolset(), self.BDTtoolset()]
+
+ def LLHtoolset(self):
+ tools = []
+ mlog = logging.getLogger('TrigTauDiscriGetter::configure LLH:')
+ from TauDiscriminant.TauDiscriminantConf import TauLLH
+ tauLLH = TauLLH()
+ tauLLH.FileNameTauPDF = "pdfs_tau_trigger.root"
+ tauLLH.FileNameJetPDF = "pdfs_jet_trigger.root"
+ return tauLLH
+
+
+ def BDTtoolset(self):
+ from TauDiscriminant.TauDiscriminantConf import TauJetBDT
+ return TauJetBDT(jetBDT = "trigger.jet.BDT.bin",
+ jetSigBits = "trigger.sig.bits.jet.BDT.txt")
+
+class TrigTauDiscriGetter2015(TrigTauDiscriBuilder):
+ __slots__ = [ '_mytools']
+ def __init__(self, name = "TrigTauDiscriminant2015"):
+ super( TrigTauDiscriGetter2015 , self ).__init__( name )
+
+ #monitoring part. To switch off do in topOption TriggerFlags.enableMonitoring = []
+ from TrigTauDiscriminant.TrigTauDiscriminantMonitoring import TrigTauDiscriminantValidationMonitoring, TrigTauDiscriminantOnlineMonitoring
+ validation = TrigTauDiscriminantValidationMonitoring()
+ online = TrigTauDiscriminantOnlineMonitoring()
+
+ from TrigTimeMonitor.TrigTimeHistToolConfig import TrigTimeHistToolConfig
+ time = TrigTimeHistToolConfig("Time")
+
+ self.AthenaMonTools = [ time, validation, online ]
+
+ self.Tools = [self.LLHtoolset(), self.BDTtoolset()]
+
+ def LLHtoolset(self):
+ tools = []
+ mlog = logging.getLogger('TrigTauDiscriGetter2015::configure LLH:')
+ from TauDiscriminant.TauDiscriminantConf import TauLLH
+ tauLLH = TauLLH()
+ tauLLH.FileNameTauPDF = "pdfs_tau_trigger.root"
+ tauLLH.FileNameJetPDF = "pdfs_jet_trigger.root"
+ return tauLLH
+
+
+ def BDTtoolset(self):
+ from TauDiscriminant.TauDiscriminantConf import TauJetBDT
+ return TauJetBDT(jetBDT = "trigger.jet.BDT.DC14.ver1.bin",
+ jetSigBits = "trigger.sig.bits.jet.BDT.DC14.ver1.txt")
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriminantMonitoring.py b/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriminantMonitoring.py
new file mode 100644
index 0000000000000000000000000000000000000000..3fcd48b4400ed5fefbe206dc0e012f2e19745205
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/python/TrigTauDiscriminantMonitoring.py
@@ -0,0 +1,24 @@
+# Copyright (C) 2002-2017 CERN for the benefit of the ATLAS collaboration
+
+################# Validation, DQ checks
+from TrigMonitorBase.TrigGenericMonitoringToolConfig import defineHistogram, TrigGenericMonitoringToolConfig
+
+class TrigTauDiscriminantOnlineMonitoring(TrigGenericMonitoringToolConfig):
+ def __init__ (self, name="TrigTauDiscriminantOnlineMonitoring"):
+ super(TrigTauDiscriminantOnlineMonitoring, self).__init__(name)
+ self.defineTarget("Online")
+
+ self.Histograms += [ defineHistogram('EF_LLHScore', type='TH1F', title="EF LLHScore; LLH score; a.u.", xbins=100, xmin=-30., xmax=30.) ]
+ self.Histograms += [ defineHistogram('EF_BDTScore', type='TH1F', title="EF BDTScore; BDT score; a.u.", xbins=50, xmin=-0.1, xmax=1.) ]
+
+########## add validation specific histograms
+class TrigTauDiscriminantValidationMonitoring(TrigTauDiscriminantOnlineMonitoring):
+ def __init__ (self, name="TrigTauDiscriminantValidationMonitoring"):
+ super(TrigTauDiscriminantValidationMonitoring, self).__init__(name)
+ self.defineTarget("Validation")
+
+
+
+
+
+
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/LMTCutsLLHTrigger.root b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/LMTCutsLLHTrigger.root
new file mode 100644
index 0000000000000000000000000000000000000000..98cdd83fbdbaeab72816ff488643c72f437c61ba
Binary files /dev/null and b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/LMTCutsLLHTrigger.root differ
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/TrigTauDiscri_jobOptions.py b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/TrigTauDiscri_jobOptions.py
new file mode 100755
index 0000000000000000000000000000000000000000..55b19d97eff46fd7abe641409b409955337ce438
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/TrigTauDiscri_jobOptions.py
@@ -0,0 +1,2 @@
+from TrigTauDiscriminant.TrigTauDiscriGetter import TrigTauDiscriGetter
+TrigTauDiscriGetter()
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_jet_trigger.root b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_jet_trigger.root
new file mode 100644
index 0000000000000000000000000000000000000000..eea3238b0f15f2420170329c8341e92db514fe22
Binary files /dev/null and b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_jet_trigger.root differ
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_tau_trigger.root b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_tau_trigger.root
new file mode 100644
index 0000000000000000000000000000000000000000..448f625e6764443e851db6d8216bc26796b580f0
Binary files /dev/null and b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/pdfs_tau_trigger.root differ
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.jet.BDT.DC14.ver1.bin b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.jet.BDT.DC14.ver1.bin
new file mode 100644
index 0000000000000000000000000000000000000000..acb0a3eab2157bdc5c1187450505b9171ff10d9f
Binary files /dev/null and b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.jet.BDT.DC14.ver1.bin differ
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.DC14.ver1.txt b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.DC14.ver1.txt
new file mode 100644
index 0000000000000000000000000000000000000000..e002535875aff1b71a05df49651c0103a495f440
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.DC14.ver1.txt
@@ -0,0 +1,167 @@
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diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.txt b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.txt
new file mode 100644
index 0000000000000000000000000000000000000000..1a5cc293e3d307cb98426e775e51ef84cef9dcae
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/share/trigger.sig.bits.jet.BDT.txt
@@ -0,0 +1,167 @@
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diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/TrigTauDiscriBuilder.cxx b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/TrigTauDiscriBuilder.cxx
new file mode 100644
index 0000000000000000000000000000000000000000..bb33f1437488427f802bdd0df1337ebcbabe026c
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/TrigTauDiscriBuilder.cxx
@@ -0,0 +1,171 @@
+/*
+ Copyright (C) 2002-2017 CERN for the benefit of the ATLAS collaboration
+*/
+
+/********************************************************************
+ *
+ * NAME: TrigTauDiscriBuilder.cxx
+ * PACKAGE: Trigger/TrigAlgorithms/TrigTauDiscriminant
+ *
+ * AUTHOR: M. Morgenstern
+ * *
+ * Run a subset of the offline TauDiscriminant routines in the EF
+ *********************************************************************/
+
+#include "TrigT1Interfaces/TrigT1Interfaces_ClassDEF.h"
+#include "TrigSteeringEvent/TrigRoiDescriptor.h"
+#include "xAODTau/TauJetContainer.h"
+#include "xAODTau/TauJetAuxContainer.h"
+#include "xAODTau/TauDefs.h"
+#include "TauDiscriminant/TauDiscriToolBase.h"
+#include "TauDiscriminant/FakeTauBits.h"
+#include "TrigTauDiscriminant/TrigTauDiscriBuilder.h"
+
+using namespace std;
+
+/////////////////////////////////////////////////////////////////
+// Invokes base class constructor.
+TrigTauDiscriBuilder::TrigTauDiscriBuilder(const std::string& name,ISvcLocator* pSvcLocator):
+ HLT::FexAlgo(name, pSvcLocator),
+ tools(this),
+ manager(0)
+{
+ declareProperty("Tools", tools, "List of TrigTauDiscriminantTools");
+
+ declareMonitoredVariable("EF_LLHScore",m_LLHScore);
+ declareMonitoredVariable("EF_BDTScore",m_BDTScore);
+}
+
+/////////////////////////////////////////////////////////////////
+TrigTauDiscriBuilder::~TrigTauDiscriBuilder()
+{ }
+
+/////////////////////////////////////////////////////////////////
+HLT::ErrorCode TrigTauDiscriBuilder::hltInitialize()
+{
+
+ msg() << MSG::INFO << "TrigTauDiscriBuilder::initialize()" << endreq;
+
+ this->manager = new TauDetailsManager(&*evtStore(), true);
+
+ ///////////////////
+ // Allocate Tools //
+ ////////////////////
+
+ // check tool names
+ if ( tools.begin() == tools.end() ) {
+ msg() << MSG::ERROR << " no tools given for this algorithm." << endreq;
+ return HLT::BAD_JOB_SETUP;
+ }
+
+ // find tools
+ //-------------------------------------------------------------------------
+ ToolHandleArray<TauDiscriToolBase> ::iterator p_itT = tools.begin();
+ ToolHandleArray<TauDiscriToolBase> ::iterator p_itTE = tools.end();
+ msg() << MSG::INFO << "List of tools in execution sequence:" << endreq;
+ msg() << MSG::INFO << "------------------------------------" << endreq;
+
+ for(; p_itT != p_itTE; ++p_itT ) {
+ StatusCode p_sc = p_itT->retrieve();
+ if( p_sc.isFailure() ) {
+ msg() << MSG::WARNING << "Cannot find tool named <";
+ msg() << *p_itT << ">" << endreq;
+ return HLT::BAD_JOB_SETUP;
+ }
+ else {
+ //add to manager
+ if( (*p_itT)->prepare(*this->manager).isFailure() ) {
+ msg() << MSG::FATAL << "Initialization failed in tool " << p_itT->name() << endreq;
+ return HLT::BAD_JOB_SETUP;
+ }
+ //add to timer
+ else {
+ msg() << MSG::INFO << "REGTEST ";
+ msg() <<" add timer for tool "<< ( *p_itT )->type() <<" "<< ( *p_itT )->name() << endreq;
+ if( doTiming() ) m_mytimers.push_back(addTimer((*p_itT)->name())) ;
+ }
+ }
+ }
+ msg() << MSG::INFO << " " << endreq;
+ msg() << MSG::INFO << "------------------------------------" << endreq;
+
+ return HLT::OK;
+}
+
+/////////////////////////////////////////////////////////////////
+HLT::ErrorCode TrigTauDiscriBuilder::hltFinalize()
+{
+ msg() << MSG::DEBUG << "Finalizing TrigTauDiscriBuilder" << endreq;
+ if(this->manager) delete this->manager;
+ return HLT::OK;
+}
+
+/////////////////////////////////////////////////////////////////
+// ATHENA EXECUTE METHOD:
+HLT::ErrorCode TrigTauDiscriBuilder::hltExecute(const HLT::TriggerElement* /*inputTE*/, HLT::TriggerElement* outputTE){
+
+ msg() << MSG::DEBUG << "Executing TrigTauDiscriBuilder" << endreq;
+
+ xAOD::TauJetContainer* tau_container = 0;
+ const xAOD::TauJetContainer* const_tau_container(0);
+ HLT::ErrorCode hltStatus = getFeature(outputTE, const_tau_container, "TrigTauRecMerged");
+ tau_container = const_cast<xAOD::TauJetContainer*>(const_tau_container);
+
+ if (hltStatus!=HLT::OK || ! tau_container) {
+ msg() << MSG::DEBUG << "No input tau container found!" << endreq;
+ return HLT::OK;
+ }
+
+ FakeTauBits* fakeBits(0);
+ FakeTauScores* fakeScores(0);
+
+ // Update event-based variables
+ if (!this->manager->updateEvent()) {
+ msg() << MSG::WARNING << "Updating event-based variables in TauDetailsManager failed! Do not trust discriminant outputs!" << endreq;
+ return HLT::OK;
+ }
+
+ xAOD::TauJetContainer::iterator tau_it(tau_container->begin());
+ xAOD::TauJetContainer::iterator tau_end(tau_container->end());
+ // Loop over tau's:
+ for (; tau_it != tau_end; ++tau_it) {
+ if (!this->manager->update(**tau_it)) {
+ msg() << MSG::WARNING << "Updating tau-based variables in TauDetailsManager failed! Do not trust discriminant outputs!" << endreq;
+ return HLT::OK;
+ }
+ msg() << MSG::VERBOSE << *this->manager << endreq;
+
+ //-----------------------------------------------------------------
+ // Process the candidate
+ //-----------------------------------------------------------------
+ ToolHandleArray<TauDiscriToolBase>::iterator tool_it(this->tools.begin());
+ ToolHandleArray<TauDiscriToolBase>::iterator tool_end(this->tools.end());
+
+ //-----------------------------------------------------------------
+ // Loop stops when Failure indicated by one of the tools
+ //-----------------------------------------------------------------
+ std::vector<TrigTimer* >::iterator itimer = m_mytimers.begin();
+ for(; tool_it != tool_end; ++tool_it ) {
+ msg() << MSG::VERBOSE << "Invoking tool " << tool_it->name() << endreq;
+ if ( doTiming() && itimer != m_mytimers.end() ) { (*itimer)->start();}
+
+ StatusCode sc = (*tool_it)->execute( *tau_it, fakeBits, fakeScores);
+ if( sc.isFailure() ) {
+ msg() << MSG::FATAL << "Execute failed in tool " << tool_it->name() << endreq;
+ return HLT::ERROR;
+ }
+ itimer++;
+ if ( doTiming() && itimer != m_mytimers.end() ) (*itimer)->stop();
+
+ }
+ m_LLHScore = (*tau_it)->discriminant(xAOD::TauJetParameters::Likelihood);
+ m_BDTScore = (*tau_it)->discriminant(xAOD::TauJetParameters::BDTJetScore);
+ }
+
+ return HLT::OK;
+}
+
+
+
+
+
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_entries.cxx b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_entries.cxx
new file mode 100755
index 0000000000000000000000000000000000000000..13780e0f7379c7d871a07c7d5ee902d8e7d35e28
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_entries.cxx
@@ -0,0 +1,11 @@
+#include "TrigTauDiscriminant/TrigTauDiscriBuilder.h"
+#include "GaudiKernel/DeclareFactoryEntries.h"
+
+
+DECLARE_ALGORITHM_FACTORY( TrigTauDiscriBuilder )
+
+DECLARE_FACTORY_ENTRIES(TrigTauDiscriminant)
+{
+ DECLARE_ALGORITHM( TrigTauDiscriBuilder )
+}
+
diff --git a/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_load.cxx b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_load.cxx
new file mode 100755
index 0000000000000000000000000000000000000000..08472b06107c94e562fc46e4dc2d2d0dcf5c687d
--- /dev/null
+++ b/Trigger/TrigAlgorithms/TrigTauDiscriminant/src/components/TrigTauDiscriminant_load.cxx
@@ -0,0 +1,4 @@
+#include "GaudiKernel/LoadFactoryEntries.h"
+
+LOAD_FACTORY_ENTRIES(TrigTauDiscriminant)
+