diff --git a/DaVinciExamples/example_data/spruce_b2jpsik_opt.yaml b/DaVinciExamples/example_data/spruce_b2jpsik_opt.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..02ea23597dc8d8ab5906bdb46cfb9b03d97b5c08
--- /dev/null
+++ b/DaVinciExamples/example_data/spruce_b2jpsik_opt.yaml
@@ -0,0 +1,23 @@
+###############################################################################
+# (c) Copyright 2021-2022 CERN for the benefit of the LHCb Collaboration #
+# #
+# This software is distributed under the terms of the GNU General Public #
+# Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". #
+# #
+# In applying this licence, CERN does not waive the privileges and immunities #
+# granted to it by virtue of its status as an Intergovernmental Organization #
+# or submit itself to any jurisdiction. #
+###############################################################################
+
+input_files:
+- root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/B2JpsiK_spruce.dst
+annsvc_config: root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/B2JpsiK_spruce.tck.json
+input_type: ROOT
+evt_max: 100
+ntuple_file: davinci_ntuple_ft.root
+print_freq: 1
+data_type: Upgrade
+simulation: true
+conddb_tag: sim-20201218-vc-md100
+dddb_tag: dddb-20201211
+
diff --git a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py
index e5e8e15098e0894792496e19be9c06c7066518ea..0142384dbde6b8734ae2f33400babed6d8504e2b 100644
--- a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py
+++ b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py
@@ -12,6 +12,7 @@
Read an HLT2 file and create an ntuple using pre-defined Functor collections.
"""
+import Functors as F
from PyConf.components import force_location
from FunTuple import FunctorCollection, functorcollections
from FunTuple import FunTuple_Particles as Funtuple
@@ -19,6 +20,8 @@ from DaVinci.algorithms import add_filter
from DaVinci import make_config
from DaVinci.truth_matching import configured_MCTruthAndBkgCatAlg
from DaVinci.algorithms import get_odin, get_decreports
+from PyConf.Algorithms import WeightedRelTableAlg
+from Gaudi.Configuration import INFO
def main(options):
@@ -29,6 +32,13 @@ def main(options):
mctruth = configured_MCTruthAndBkgCatAlg(
inputs=d02kpi_data, process=options.process)
+ #configure "WeightedRelTableAlg" algorithm for HLT2 output
+ iso_rel_table = WeightedRelTableAlg(
+ ReferenceParticles=d02kpi_data,
+ InputCandidates=d02kpi_data,
+ Cut=(F.DR2() < 0.4),
+ OutputLevel=INFO)
+
#get location to odin
odin = get_odin(options)
@@ -40,7 +50,8 @@ def main(options):
functorcollections.Kinematics(),
functorcollections.MCHierarchy(mctruth),
functorcollections.MCKinematics(mctruth),
- functorcollections.MCVertexInfo(mctruth)
+ functorcollections.MCVertexInfo(mctruth),
+ functorcollections.TrackIsolation(iso_rel_table)
]
evt_collections = [
diff --git a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_weightedrelation_trackvariables.py b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_weightedrelation_trackvariables.py
new file mode 100644
index 0000000000000000000000000000000000000000..9327ff16d796d3421154def5b62fd70ee141f65e
--- /dev/null
+++ b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_weightedrelation_trackvariables.py
@@ -0,0 +1,106 @@
+###############################################################################
+# (c) Copyright 2022 CERN for the benefit of the LHCb Collaboration #
+# #
+# This software is distributed under the terms of the GNU General Public #
+# Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". #
+# #
+# In applying this licence, CERN does not waive the privileges and immunities #
+# granted to it by virtue of its status as an Intergovernmental Organization #
+# or submit itself to any jurisdiction. #
+###############################################################################
+"""
+Option file for testing the ParticleWeightedAlg algorithm.
+The job runs over a spruced sample and retrieves a set of B0 -> J/psi K candidates. For each candidate the algorithm
+looks at the TES location which contains the tagged particles and creates a 'one-to-many' relation map
+relating all the available tracks to the B candidate of the events.
+
+Important: Setting DVPATH properly.
+To run the example: $DVPATH/run lbexec option_davinci_tupling_weightedrelation_trackvariables:main $DVPATH/DaVinciExamples/example_data/spruce_b2jpsik_opt.yaml
+"""
+
+import Functors as F
+from PyConf.components import force_location
+from PyConf.Algorithms import WeightedRelTableAlg
+from FunTuple import FunctorCollection, FunTuple_Particles as Funtuple
+from FunTuple.functorcollections import TrackIsolation
+from DaVinci.reco_objects import make_pvs_v2
+from DaVinci.algorithms import add_filter, unpack_locations
+from DaVinci import make_config
+
+b2jpsik_data = force_location("/Event/HLT2/Hlt2B2JpsiKLine/Particles")
+
+branches = {
+ 'B': "[B+ -> (J/psi(1S) -> mu+ mu- ) K+]CC",
+ 'Jpsi': "[B+ -> ^(J/psi(1S) -> mu+ mu- ) K+]CC",
+ 'Kp': "[B+ -> (J/psi(1S) -> mu+ mu- ) ^K+]CC"
+}
+
+
+def main(options):
+ # Hack used to unpack the tagged data for now
+ # follows discussion on Mattermost channel DPA WP3 Offline Analysis
+ # [https://mattermost.web.cern.ch/lhcb/pl/p6tbr8inetf99jgin5ihce63ic]
+ unpackers = unpack_locations(options, False)
+ tagged_data = None
+ for alg in unpackers:
+ if "OutputName" in alg.outputs.keys():
+ if (alg.OutputName.location ==
+ "/Event/HLT2/Hlt2B2JpsiKLine/LongTaggingParticles/Particles"
+ ):
+ tagged_data = alg.OutputName
+
+ pvs = make_pvs_v2(process=options.process)
+
+ ftAlg = WeightedRelTableAlg(
+ ReferenceParticles=b2jpsik_data,
+ InputCandidates=tagged_data,
+ Cut=F.SHARE_BPV(pvs))
+
+ ftAlg_Rels = ftAlg.OutputRelations
+ #Set the variables
+ extra_variables = FunctorCollection({
+ 'THOR_MASS':
+ F.MASS,
+ "First_P":
+ F.MAP_INPUT(Functor=F.P, Relations=ftAlg_Rels),
+ "First_PT":
+ F.MAP_INPUT(Functor=F.PT, Relations=ftAlg_Rels),
+ "Sum_P":
+ F.SUMCONE(Functor=F.P, Relations=ftAlg_Rels),
+ "Sum_PT":
+ F.SUMCONE(Functor=F.PT, Relations=ftAlg_Rels),
+ "Max_P":
+ F.MAXCONE(Functor=F.P, Relations=ftAlg_Rels),
+ "Max_PT":
+ F.MAXCONE(Functor=F.PT, Relations=ftAlg_Rels),
+ "Min_P":
+ F.MINCONE(Functor=F.P, Relations=ftAlg_Rels),
+ "Min_PT":
+ F.MINCONE(Functor=F.PT, Relations=ftAlg_Rels),
+ "Asym_P":
+ F.ASYM(Functor=F.P, Relations=ftAlg_Rels),
+ "Asym_PT":
+ F.ASYM(Functor=F.PT, Relations=ftAlg_Rels),
+ "Num_tracks":
+ F.VALUE_OR(0) @ F.NINCONE(Relations=ftAlg_Rels),
+ })
+
+ variables_all = FunctorCollection({'THOR_P': F.P, 'THOR_PT': F.PT})
+
+ track_iso_variables = TrackIsolation(ftAlg)
+
+ variables_jpsik = {
+ 'B': variables_all + extra_variables,
+ 'Jpsi': variables_all,
+ 'Kp': variables_all + track_iso_variables,
+ }
+
+ my_filter = add_filter(options, "HDRFilter_B2JpsiK",
+ "HLT_PASS('Hlt2B2JpsiKLineDecision')")
+ my_tuple = Funtuple(
+ name="Tuple",
+ tuple_name="DecayTree",
+ fields=branches,
+ variables=variables_jpsik,
+ inputs=b2jpsik_data)
+ return make_config(options, [my_filter, my_tuple])
diff --git a/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_weightedrelation_trackvariables.qmt b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_weightedrelation_trackvariables.qmt
new file mode 100644
index 0000000000000000000000000000000000000000..dfe02b6eb552706d75a7d3c843c07494faf2efa9
--- /dev/null
+++ b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_weightedrelation_trackvariables.qmt
@@ -0,0 +1,35 @@
+<?xml version="1.0" ?>
+<!--
+###############################################################################
+# (c) Copyright 2021-2022 CERN for the benefit of the LHCb Collaboration #
+# #
+# This software is distributed under the terms of the GNU General Public #
+# Licence version 3 (GPL Version 3), copied verbatim in the file "COPYING". #
+# #
+# In applying this licence, CERN does not waive the privileges and immunities #
+# granted to it by virtue of its status as an Intergovernmental Organization #
+# or submit itself to any jurisdiction. #
+###############################################################################
+-->
+<!DOCTYPE extension PUBLIC '-//QM/2.3/Extension//EN' 'http://www.codesourcery.com/qm/dtds/2.3/-//qm/2.3/extension//en.dtd'>
+<extension class="GaudiTest.GaudiExeTest" kind="test">
+ <argument name="program"><text>lbexec</text></argument>
+ <argument name="args"><set>
+ <text>DaVinciExamples.tupling.option_davinci_tupling_weightedrelation_trackvariables:main</text>
+ </set></argument>
+ <argument name="options_yaml_fn"><text>$DAVINCIEXAMPLESROOT/example_data/spruce_b2jpsik_opt.yaml</text></argument>
+ <argument name="extra_options_yaml"><text>
+ input_type: ROOT
+ evt_max: 100
+ ntuple_file: davinci_ntuple_ft.root
+ print_freq: 1
+ data_type: Upgrade
+ simulation: true
+ </text></argument>
+ <argument name="timeout"><integer>3600</integer></argument>
+ <argument name="reference"><text>$DAVINCIEXAMPLESROOT/tests/refs/test_davinci_tupling_weightedrelation_trackvariables.ref</text></argument>
+ <argument name="validator"><text>
+findReferenceBlock("""Tuple SUCCESS ID=DecayTree Title="DecayTree" #items=32 {B_THOR_P,B_THOR_PT,B_THOR_MASS,B_First_P,B_First_PT,B_Sum_P,B_Sum_PT,B_Max_P,B_Ma}""")
+countErrorLines({"FATAL":0, "ERROR":0})
+ </text></argument>
+</extension>
diff --git a/DaVinciExamples/tests/refs/test_davinci_tupling_weightedrelation_trackvariables.ref b/DaVinciExamples/tests/refs/test_davinci_tupling_weightedrelation_trackvariables.ref
new file mode 100644
index 0000000000000000000000000000000000000000..d3adbafbe6bc00f4c8d514d53d7313daeec9bfe6
--- /dev/null
+++ b/DaVinciExamples/tests/refs/test_davinci_tupling_weightedrelation_trackvariables.ref
@@ -0,0 +1,412 @@
+ApplicationMgr SUCCESS
+====================================================================================================================================
+ Welcome to DaVinci version 61.0
+ running on lxplus757.cern.ch on Tue Aug 2 13:45:16 2022
+====================================================================================================================================
+ApplicationMgr INFO Application Manager Configured successfully
+ToolSvc.GitDDDB INFO opening Git repository '/cvmfs/lhcb.cern.ch/lib/lhcb/git-conddb/DDDB.git'
+ToolSvc.GitDDDB INFO using commit 'upgrade/dddb-20201211' corresponding to 13a10affe2d4682b4d183eadd6fe86303a885663
+ToolSvc.GitSIMCOND INFO opening Git repository '/cvmfs/lhcb.cern.ch/lib/lhcb/git-conddb/SIMCOND.git'
+ToolSvc.GitSIMCOND INFO using commit 'upgrade/sim-20201218-vc-md100' corresponding to 9f30e42bc0e707524b922f0eeb1055551744544f
+DetectorPersistencySvc INFO Added successfully Conversion service:XmlCnvSvc
+DetectorDataSvc SUCCESS Detector description database: git:/lhcb.xml
+EventClockSvc.FakeEventTime INFO Event times generated from 0 with steps of 0
+EventClockSvc.FakeEventTime INFO Run numbers generated from 0 every 0 events
+MagneticFieldGridReader INFO Opened magnetic field file: /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c1.down.cdf
+MagneticFieldGridReader INFO Opened magnetic field file: /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c2.down.cdf
+MagneticFieldGridReader INFO Opened magnetic field file: /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c3.down.cdf
+MagneticFieldGridReader INFO Opened magnetic field file: /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c4.down.cdf
+MagneticFieldSvc INFO Map scaled by factor 1 with polarity internally used: -1 signed relative current: -1
+NTupleSvc INFO Added stream file:davinci_ntuple_ft.root as FILE1
+HLTControlFlowMgr INFO Start initialization
+RootHistSvc INFO Writing ROOT histograms to: davinci_ntuple_ft.root
+HistogramPersistencySvc INFO Added successfully Conversion service:RootHistSvc
+FSROutputStreamDstWriter INFO Data source: EventDataSvc output: SVC='Gaudi::RootCnvSvc'
+HiveDataBrokerSvc WARNING non-reentrant algorithm: RecordStream/FSROutputStreamDstWriter
+HLTControlFlowMgr INFO Concurrency level information:
+HLTControlFlowMgr INFO o Number of events slots: 1
+HLTControlFlowMgr INFO o TBB thread pool size: 'ThreadPoolSize':1
+HLTControlFlowMgr INFO ---> End of Initialization. This took 11377 ms
+ApplicationMgr INFO Application Manager Initialized successfully
+JobOptionsSvc INFO Properties are dumped into "tupling.test_davinci_tupling_weightedrelation_trackvariables.joboptsdump"
+FunctorFactory INFO Reusing functor library: "/run/user/134901/FunctorJitLib_0xdfe05902db3347cc_0x8c576899dae8203c.so"
+DeFTDetector INFO Current FT geometry version = 64
+ApplicationMgr INFO Application Manager Started successfully
+EventPersistencySvc INFO Added successfully Conversion service:RootCnvSvc
+EventSelector INFO Stream:EventSelector.DataStreamTool_1 Def:DATAFILE='root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/B2JpsiK_spruce.dst' SVC='Gaudi::RootEvtSelector' OPT='READ' IgnoreChecksum='YES'
+HLTControlFlowMgr INFO Will measure time between events 10 and 90 (stop might be some events later)
+HLTControlFlowMgr INFO Starting loop on events
+EventSelector SUCCESS Reading Event record 1. Record number within stream 1: 1
+Hlt2 WARNING TCK obtained from rawbank seems to be 0 -- blindly ASSUMING that the current HltANNSvc somehow has the same configuration as when the input data was written. Proceed at your own risk, good luck...
+RFileCnv INFO opening Root file "davinci_ntuple_ft.root" for writing
+RCWNTupleCnv INFO Booked TTree with ID: DecayTree "DecayTree" in directory davinci_ntuple_ft.root:/Tuple
+EventSelector SUCCESS Reading Event record 2. Record number within stream 1: 2
+EventSelector SUCCESS Reading Event record 3. Record number within stream 1: 3
+EventSelector SUCCESS Reading Event record 4. Record number within stream 1: 4
+EventSelector SUCCESS Reading Event record 5. Record number within stream 1: 5
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+EventSelector SUCCESS Reading Event record 8. Record number within stream 1: 8
+EventSelector SUCCESS Reading Event record 9. Record number within stream 1: 9
+EventSelector SUCCESS Reading Event record 10. Record number within stream 1: 10
+HLTControlFlowMgr INFO Timing started at: 13:46:45
+EventSelector SUCCESS Reading Event record 11. Record number within stream 1: 11
+EventSelector SUCCESS Reading Event record 12. Record number within stream 1: 12
+EventSelector SUCCESS Reading Event record 13. Record number within stream 1: 13
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+EventSelector SUCCESS Reading Event record 35. Record number within stream 1: 35
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+EventSelector SUCCESS Reading Event record 46. Record number within stream 1: 46
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+EventSelector SUCCESS Reading Event record 86. Record number within stream 1: 86
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+EventSelector SUCCESS Reading Event record 89. Record number within stream 1: 89
+EventSelector SUCCESS Reading Event record 90. Record number within stream 1: 90
+HLTControlFlowMgr INFO Timing stopped at: 13:46:46
+EventSelector SUCCESS Reading Event record 91. Record number within stream 1: 91
+EventSelector SUCCESS Reading Event record 92. Record number within stream 1: 92
+EventSelector SUCCESS Reading Event record 93. Record number within stream 1: 93
+EventSelector SUCCESS Reading Event record 94. Record number within stream 1: 94
+EventSelector SUCCESS Reading Event record 95. Record number within stream 1: 95
+EventSelector SUCCESS Reading Event record 96. Record number within stream 1: 96
+EventSelector SUCCESS Reading Event record 97. Record number within stream 1: 97
+EventSelector SUCCESS Reading Event record 98. Record number within stream 1: 98
+EventSelector SUCCESS Reading Event record 99. Record number within stream 1: 99
+EventSelector SUCCESS Reading Event record 100. Record number within stream 1: 100
+HLTControlFlowMgr INFO ---> Loop over 100 Events Finished - WSS 3201.05, timed 80 Events: 794 ms, Evts/s = 100.756
+HDRFilter_B2JpsiK INFO Number of counters : 1
+ | Counter | # | sum | mean/eff^* | rms/err^* | min | max |
+ |*"#passed" | 100 | 100 |( 100.0000 +- 0.000000)% |
+ToolSvc.HltFactory INFO Number of counters : 1
+ | Counter | # | sum | mean/eff^* | rms/err^* | min | max |
+ | "# loaded from PYTHON" | 1 |
+Tuple INFO Number of counters : 7
+ | Counter | # | sum | mean/eff^* | rms/err^* | min | max |
+ | "# events with multiple candidates for field B" | 2 |
+ | "# events with multiple candidates for field Jpsi"| 2 |
+ | "# events with multiple candidates for field Kp"| 2 |
+ | "# non-empty events for field B" | 100 |
+ | "# non-empty events for field Jpsi" | 100 |
+ | "# non-empty events for field Kp" | 100 |
+ | "# processed events" | 100 |
+WeightedRelTableAlg#1 INFO Number of counters : 3
+ | Counter | # | sum | mean/eff^* | rms/err^* | min | max |
+ | "#InputCandidates" | 100 | 8127 | 81.270 |
+ | "#InputParticles" | 100 | 102 | 1.0200 |
+ | "#OutputParticles" | 2729 | 0 | 0.0000 |
+ApplicationMgr INFO Application Manager Stopped successfully
+FSROutputStreamDstWriter INFO Set up File Summary Record
+FSROutputStreamDstWriter INFO Events output: 1
+Tuple SUCCESS Booked 1 N-Tuples and 0 Event Tag Collections
+Tuple SUCCESS List of booked N-Tuples in directory "FILE1/Tuple"
+Tuple SUCCESS ID=DecayTree Title="DecayTree" #items=32 {B_THOR_P,B_THOR_PT,B_THOR_MASS,B_First_P,B_First_PT,B_Sum_P,B_Sum_PT,B_Max_P,B_Ma}
+HLTControlFlowMgr INFO Memory pool: used 0.00341431 +/- 4.01611e-05 MiB (min: 0, max: 0) in 1 +/- 0 blocks (allocated >once in 0 +/- 0% events). Allocated capacity was 10 +/- 0 MiB (min: 10, max: 10) and 36.62 +/- 0.434 (min: 36, max: 67) requests were served
+HLTControlFlowMgr INFO Timing table:
+HLTControlFlowMgr INFO Average ticks per millisecond: 1000000
+HLTControlFlowMgr INFO
+ | Name of Algorithm | Execution Count | Total Time / s | Avg. Time / us |
+ | "Gaudi__Hive__FetchDataFromFile#5" | 100 | 0.922 | 9227.083 |
+ | "LHCb__UnpackRawEvent" | 100 | 0.049 | 494.677 |
+ | "HltPackedBufferDecoder" | 100 | 0.173 | 1731.571 |
+ | "CaloHypoUnpacker" | 100 | 0.002 | 21.215 |
+ | "CaloHypoUnpacker#1" | 100 | 0.000 | 2.599 |
+ | "CaloHypoUnpacker#2" | 100 | 0.001 | 10.229 |
+ | "CaloHypoUnpacker#3" | 100 | 0.000 | 2.393 |
+ | "ParticleUnpacker#4" | 100 | 0.000 | 7.916 |
+ | "DummyEventTime" | 100 | 0.263 | 2634.782 |
+ | "reserveIOV" | 100 | 0.039 | 396.743 |
+ | "ParticleUnpacker#3" | 100 | 0.003 | 32.495 |
+ | "RecVertexUnpacker#3" | 100 | 0.017 | 171.344 |
+ | "RecV1ToPVConverter" | 100 | 0.305 | 3053.432 |
+ | "WeightedRelTableAlg#1" | 100 | 0.051 | 518.775 |
+ | "Tuple" | 100 | 0.676 | 6764.783 |
+ | "Hlt2" | 100 | 0.032 | 327.096 |
+ | "HDRFilter_B2JpsiK" | 100 | 0.104 | 1044.627 |
+ | "MuonPIDUnpacker" | 100 | 0.014 | 143.943 |
+ | "P2VRelationUnpacker" | 100 | 0.000 | 3.132 |
+ | "P2VRelationUnpacker#1" | 100 | 0.000 | 2.004 |
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