From e3cf366cec5543072f2890b31c7a609c949e4838 Mon Sep 17 00:00:00 2001
From: Tommaso Fulghesu <tommaso.fulghesu@cern.ch>
Date: Fri, 4 Aug 2023 15:21:54 +0200
Subject: [PATCH] Update isolation DaVinciExample

---
 .../example_data/hlt2_b2ksttaumu_opt.yaml     |   14 +
 ...option_davinci_tupling_from_collections.py |   17 +-
 ...n_davinci_tupling_relation_isovariables.py |  191 ++-
 .../test_davinci_tupling_from_collections.qmt |    4 +-
 ..._davinci_tupling_relation_isovariables.qmt |   14 +-
 ..._davinci_tupling_relation_isovariables.ref | 1154 ++++++++++++-----
 6 files changed, 1009 insertions(+), 385 deletions(-)
 create mode 100644 DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml

diff --git a/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml b/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml
new file mode 100644
index 000000000..b9a9a26d3
--- /dev/null
+++ b/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml
@@ -0,0 +1,14 @@
+input_files:
+- root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/b_to_ksttaumu_test_isolation.dst
+annsvc_config: root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/b_to_ksttaumu_test_isolation.tck.json
+input_type: ROOT
+evt_max: -1
+ntuple_file: b_to_ksttaumu_test_isolation.root
+print_freq: 20
+data_type: Upgrade
+simulation: true
+conddb_tag: sim-20180530-vc-mu100
+dddb_tag: dddb-20190223
+conditions_version: master
+geometry_version: trunk
+input_process: Hlt2
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 9b882183e..ab16ed6de 100644
--- a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py
+++ b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_from_collections.py
@@ -17,15 +17,12 @@ This example is also used to test all available functor collections on a sample
 rst_running: lbexec DaVinciExamples.tupling.option_davinci_tupling_from_collections:main $DAVINCIEXAMPLESROOT/example_data/FEST_November_2021_dst_newPacking.yaml
 rst_yaml: ../DaVinciExamples/example_data/FEST_November_2021_dst_newPacking.yaml
 """
-from Gaudi.Configuration import INFO
-from PyConf.Algorithms import WeightedRelTableAlg
 from PyConf.reading import (
     get_particles,
     get_mc_particles,
     get_mc_track_info,
     get_mc_header,
 )
-import Functors as F
 from DaVinciMCTools import MCReconstructible as MCRectible, MCReconstructed as MCRected
 from FunTuple import (
     FunctorCollection,
@@ -40,7 +37,10 @@ from DecayTreeFitter import DecayTreeFitter
 # define functor collections that need to be excluded.
 # Delete the collection "HltTisTos" since the
 # sample against which this options file is tested does not contain the Hlt1 selreports
-exclude_functor_collections = ["HltTisTos"]
+# Delete the collection "ParticleIsolation" and "ConeIsolation" since the
+# sample against which this options file is tested does not contain the TES locations from 'extra_outputs'
+# For these functorcollections see 'option_trigger_decisions' and 'option_davinci_tupling_relation_isovariables' examples
+exclude_functor_collections = ["HltTisTos", "ParticleIsolation", "ConeIsolation"]
 
 
 class check_wrapper:
@@ -90,14 +90,6 @@ def main(options: Options):
     # define DTF
     DTF = DecayTreeFitter(name="DecayTreeFitter", input_particles=d02kpi_data)
 
-    # configure "WeightedRelTableAlg" algorithm for HLT2 output
-    iso_rel_table = WeightedRelTableAlg(
-        ReferenceParticles=d02kpi_data,
-        InputCandidates=d02kpi_data,
-        Cut=(F.DR2() < 0.4),
-        OutputLevel=INFO,
-    )
-
     # initialize the checker
     FC = check_wrapper(functorcollections_original)
 
@@ -108,7 +100,6 @@ def main(options: Options):
         FC.MCKinematics(mctruth_alg=MCTRUTH),
         FC.MCVertexInfo(mctruth_alg=MCTRUTH),
         FC.MCPromptDecay(mctruth_alg=MCTRUTH),
-        FC.TrackIsolation(iso_rel_table=iso_rel_table),
         FC.NeutralCaloInfo(),
         FC.ParticleID(),
         FC.DecayTreeFitterResults(
diff --git a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_relation_isovariables.py b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_relation_isovariables.py
index 2541d8fab..e125f8ab1 100644
--- a/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_relation_isovariables.py
+++ b/DaVinciExamples/python/DaVinciExamples/tupling/option_davinci_tupling_relation_isovariables.py
@@ -10,23 +10,23 @@
 ###############################################################################
 r"""
 Option file for testing the WeightedRelTableAlg 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.
+The job runs over a Spruced sample and retrieves a set of :math:`B^0 \to K*(892)0 tau mu` candidates. For each candidate the algorithm
+looks at the TES location which contains the extra particles to compute isolation and creates a 'one-to-many' relation map
+relating all the available tracks to the signal candidates of the events (B and children).
 
 Important: Setting DVPATH properly.
-To run the example: $DVPATH/run lbexec option_davinci_tupling_relation_isovariables:main $DVPATH/DaVinciExamples/example_data/test_passthrough_thor_lines.yaml
+To run the example: $DVPATH/run lbexec option_davinci_tupling_relation_isovariables:main $DVPATH/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml
 
 rst_title: Relation Tables and Isolation Variables
-rst_description: Example for testing the `WeightedRelTableAlg` algorithm.
-The job runs over a spruced sample and retrieves a set of :math:`B^0 \to 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 :math:`B` candidate of the events.
-rst_running: lbexec DaVinciExamples.tupling.option_davinci_tupling_relation_isovariables:main $DAVINCIEXAMPLESROOT/example_data/test_passthrough_thor_lines.yaml
-rst_yaml: ../DaVinciExamples/example_data/test_passthrough_thor_lines.yaml
+rst_description: Example for testing the `WeightedRelTableAlg` algorithm and for applying ParticleIsolation and ConeIsolation functorcollection.
+The job runs over a Spruced sample and retrieves a set of :math:`B^0 \to K*(892)0 tau mu` candidates.
+For each candidate the algorithm looks at the TES location which contains the selection of extra particles and creates a 'one-to-many' relation map
+relating all the available tracks to the isolated candidate of the events.
+rst_running: lbexec DaVinciExamples.tupling.option_davinci_tupling_relation_isovariables:main $DVPATH/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml
+rst_yaml: $DVPATH/DaVinciExamples/example_data/hlt2_b2ksttaumu_opt.yaml
 """
-
-from PyConf.Algorithms import WeightedRelTableAlg
+from GaudiKernel.SystemOfUnits import GeV
+from PyConf.Algorithms import WeightedRelTableAlg, ThOrParticleSelection
 from PyConf.reading import get_particles, get_pvs
 import Functors as F
 from FunTuple import FunctorCollection, FunTuple_Particles as Funtuple
@@ -36,59 +36,160 @@ from DaVinci import Options, make_config
 
 
 def main(options: Options):
+    # Set branches
     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",
+        "B": "[B0 -> ([J/psi(1S) -> tau+ mu-]CC)(K*(892)0 -> K+ pi-)]CC",
+        "tau": "[B0 -> ([J/psi(1S) -> ^tau+ mu-]CC)(K*(892)0 -> K+ pi-)]CC",
+        "mu": "[B0 -> ([J/psi(1S) -> tau+ ^mu-]CC)(K*(892)0 -> K+ pi-)]CC",
+        "Kst": "[B0 -> ([J/psi(1S) -> tau+ mu-]CC)^(K*(892)0 -> K+ pi-)]CC",
     }
 
-    Line = "Hlt2B2CC_BuToJpsiKplus_JpsiToMuMu_Prompt"
-    b2jpsik_data = get_particles(f"/Event/HLT2/{Line}/Particles")
-    tagged_data = get_particles(f"/Event/HLT2/{Line}/LongTaggingParticles/Particles")
+    FILTER_TREE = lambda id: F.FILTER(F.IS_ABS_ID(id)) @ F.GET_ALL_DESCENDANTS()
+
+    b2ksttaumu_line = "Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS"
+    long_track_iso = "LongTrackIsolation"
+    neutral_iso = "NeutralIsolation"
+
+    # Get the selection of B and children candidates
+    b2ksttaumu_data = get_particles(f"/Event/HLT2/{b2ksttaumu_line}/Particles")
+    b2ksttaumu_kst_data = ThOrParticleSelection(
+        InputParticles=b2ksttaumu_data, Functor=FILTER_TREE("K*(892)0")
+    ).OutputSelection
+    b2ksttaumu_tau_data = ThOrParticleSelection(
+        InputParticles=b2ksttaumu_data, Functor=FILTER_TREE("tau+")
+    ).OutputSelection
+    b2ksttaumu_mu_data = ThOrParticleSelection(
+        InputParticles=b2ksttaumu_data, Functor=FILTER_TREE("mu-")
+    ).OutputSelection
+
+    # Get the extra particles selected
+    b_cciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/B_{long_track_iso}/Particles"
+    )
+    kst_cciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/Kst_{long_track_iso}/Particles"
+    )
+    tau_cciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/tau_{long_track_iso}/Particles"
+    )
+    mu_cciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/mu_{long_track_iso}/Particles"
+    )
+    b_nciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/B_{neutral_iso}/Particles"
+    )
+    kst_nciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/Kst_{neutral_iso}/Particles"
+    )
+    tau_nciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/tau_{neutral_iso}/Particles"
+    )
+    mu_nciso_data = get_particles(
+        f"/Event/HLT2/{b2ksttaumu_line}/mu_{neutral_iso}/Particles"
+    )
+
+    variables_all = FunctorCollection({"THOR_P": F.P, "THOR_PT": F.PT})
+
+    # Add charge and neutral isolation variables with max dr=1 using ConeIsolation functorcollection
+    b_cone_iso_variables = FC.ConeIsolation(
+        name="1.0",
+        head_cone=b2ksttaumu_data,
+        charged_cone=b_cciso_data,
+        neutral_cone=b_nciso_data,
+        cut=(F.DR2 < 1.0),
+    )
+    tau_cone_iso_variables = FC.ConeIsolation(
+        name="1.0",
+        head_cone=b2ksttaumu_tau_data,
+        charged_cone=tau_cciso_data,
+        neutral_cone=tau_nciso_data,
+        cut=(F.DR2 < 1.0),
+    )
+    mu_cone_iso_variables = FC.ConeIsolation(
+        name="1.0",
+        head_cone=b2ksttaumu_mu_data,
+        charged_cone=mu_cciso_data,
+        neutral_cone=mu_nciso_data,
+        cut=(F.DR2 < 1.0),
+    )
+    kst_cone_iso_variables = FC.ConeIsolation(
+        name="1.0",
+        head_cone=b2ksttaumu_kst_data,
+        charged_cone=kst_cciso_data,
+        neutral_cone=kst_nciso_data,
+        cut=(F.DR2 < 1.0),
+    )
 
     pvs = get_pvs()
 
-    ftAlg = WeightedRelTableAlg(
-        ReferenceParticles=b2jpsik_data,
-        InputCandidates=tagged_data,
-        Cut=F.SHARE_BPV(pvs),
+    # Build relation tables between head particles and extra particles using different cone size
+    b_cc_isoAlg = WeightedRelTableAlg(
+        ReferenceParticles=b2ksttaumu_data,
+        InputCandidates=b_cciso_data,
+        Cut=(F.DR2 < 0.5**2),
+    )
+
+    new_coneangle_str = "CC_0.5"
+    # Add charge isolation variables with max dr=0.5 using ParticleIsolation functorcollection
+    b_track_iso_variables = FC.ParticleIsolation(
+        name=new_coneangle_str, iso_rel_table=b_cc_isoAlg
     )
 
-    ftAlg_Rels = ftAlg.OutputRelations
-    # Set the variables
+    # Get the relation table from the output of the algorithm
+    b_cc_isoAlg_Rels = b_cc_isoAlg.OutputRelations
+
+    prefix = "HEAD_" + new_coneangle_str
+    # Add extra variables to the branch of the B
     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.MAP_INPUT_SIZE(Relations=ftAlg_Rels),
+            f"{prefix}_Max_P": F.MAXCONE(Functor=F.P, Relations=b_cc_isoAlg_Rels),
+            f"{prefix}_Min_P": F.MINCONE(Functor=F.P, Relations=b_cc_isoAlg_Rels),
+            f"{prefix}_Max_PT": F.MAXCONE(Functor=F.PT, Relations=b_cc_isoAlg_Rels),
+            f"{prefix}_Min_PT": F.MINCONE(Functor=F.PT, Relations=b_cc_isoAlg_Rels),
         }
     )
 
-    variables_all = FunctorCollection({"THOR_P": F.P, "THOR_PT": F.PT})
+    # Change the selection requirement to make different relations
+    b_cc_fixPV_isoAlg = WeightedRelTableAlg(
+        ReferenceParticles=b2ksttaumu_data,
+        InputCandidates=b_cciso_data,
+        Cut=(F.SHARE_BPV(pvs) | (F.MINIPCHI2CUT(pvs, 9.0) @ F.FORWARDARG1())),
+    )
+    b_nc_massConstraints_isoAlg = WeightedRelTableAlg(
+        ReferenceParticles=b2ksttaumu_data,
+        InputCandidates=b_nciso_data,
+        Cut=(F.COMB_MASS() < 8 * GeV),
+    )
 
-    track_iso_variables = FC.TrackIsolation(iso_rel_table=ftAlg)
+    # Add variables with different constraints
+    b_fix_pv_iso_variables = FC.ParticleIsolation(
+        name="CC_FixPV", iso_rel_table=b_cc_fixPV_isoAlg
+    )
+    b_mass_constraint_iso_variables = FC.ParticleIsolation(
+        name="NC_MassConstraint", iso_rel_table=b_nc_massConstraints_isoAlg
+    )
 
-    variables_jpsik = {
-        "B": variables_all + extra_variables,
-        "Jpsi": variables_all,
-        "Kp": variables_all + track_iso_variables,
+    # Add variables to the branches
+    variables = {
+        "B": variables_all
+        + b_cone_iso_variables
+        + b_track_iso_variables
+        + extra_variables
+        + b_fix_pv_iso_variables
+        + b_mass_constraint_iso_variables,
+        "tau": variables_all + tau_cone_iso_variables,
+        "mu": variables_all + mu_cone_iso_variables,
+        "Kst": variables_all + kst_cone_iso_variables,
     }
 
-    my_filter = create_lines_filter(name="HDRFilter_B2JpsiK", lines=[f"{Line}"])
+    my_filter = create_lines_filter(
+        name="HDRFilter_BdToKstTauMu", lines=[f"{b2ksttaumu_line}"]
+    )
     my_tuple = Funtuple(
         name="Tuple",
         tuple_name="DecayTree",
         fields=branches,
-        variables=variables_jpsik,
-        inputs=b2jpsik_data,
+        variables=variables,
+        inputs=b2ksttaumu_data,
     )
     return make_config(options, [my_filter, my_tuple])
diff --git a/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_from_collections.qmt b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_from_collections.qmt
index 8d10da5d7..5f3bc8e5f 100644
--- a/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_from_collections.qmt
+++ b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_from_collections.qmt
@@ -1,7 +1,7 @@
 <?xml version="1.0" ?>
 <!--
 ###############################################################################
-# (c) Copyright 2022 CERN for the benefit of the LHCb Collaboration      #
+# (c) Copyright 2022-2023 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".   #
@@ -33,7 +33,7 @@ countErrorLines({"FATAL": 0, "WARNING": 0, "ERROR": 0},
 import sys, os
 from ROOT import TFile
 
-expected_branches    = ['BUNCHCROSSING_ID', 'BUNCHCROSSING_TYPE', 'D0_CaloClusterMass', 'D0_CaloNeutral1To9EnergyRatio', 'D0_CaloNeutral4To9EnergyRatio', 'D0_CaloNeutralEcalEnergy', 'D0_CaloNeutralHcal2EcalEnergyRatio', 'D0_CaloNeutralID', 'D0_CaloNeutralShowerShape', 'D0_CaloNumSaturatedCells', 'D0_CaloTrackMatchChi2', 'D0_ENERGY', 'D0_HEAD_CMULT', 'D0_HEAD_CP', 'D0_HEAD_CPT', 'D0_HEAD_CPX', 'D0_HEAD_CPY', 'D0_HEAD_CPZ', 'D0_HEAD_DETA', 'D0_HEAD_DPHI', 'D0_HEAD_PASY', 'D0_HEAD_PTASY', 'D0_HEAD_PXASY', 'D0_HEAD_PYASY', 'D0_HEAD_PZASY', 'D0_M', 'D0_MC_GD_GD_MOTHER_ID', 'D0_MC_GD_GD_MOTHER_KEY', 'D0_MC_GD_MOTHER_ID', 'D0_MC_GD_MOTHER_KEY', 'D0_MC_ISPROMPT', 'D0_MC_LONGLIVED_ID', 'D0_MC_LONGLIVED_KEY', 'D0_MC_MOTHER_ID', 'D0_MC_MOTHER_KEY', 'D0_P', 'D0_PARTICLE_ID', 'D0_PROBNN_D', 'D0_PROBNN_E', 'D0_PROBNN_GHOST', 'D0_PROBNN_K', 'D0_PROBNN_MU', 'D0_PROBNN_P', 'D0_PROBNN_PI', 'D0_PT', 'D0_PX', 'D0_PY', 'D0_PZ', 'D0_TRUEENDVERTEX_X', 'D0_TRUEENDVERTEX_Y', 'D0_TRUEENDVERTEX_Z', 'D0_TRUEENERGY', 'D0_TRUEID', 'D0_TRUEORIGINVERTEX_X', 'D0_TRUEORIGINVERTEX_Y', 'D0_TRUEORIGINVERTEX_Z', 'D0_TRUEP', 'D0_TRUEPT', 'D0_TRUEPX', 'D0_TRUEPY', 'D0_TRUEPZ', 'EVENTNUMBER', 'GPSTIME', 'Hlt2_TCK', 'Kminus_CaloClusterMass', 'Kminus_CaloNeutral1To9EnergyRatio', 'Kminus_CaloNeutral4To9EnergyRatio', 'Kminus_CaloNeutralEcalEnergy', 'Kminus_CaloNeutralHcal2EcalEnergyRatio', 'Kminus_CaloNeutralID', 'Kminus_CaloNeutralShowerShape', 'Kminus_CaloNumSaturatedCells', 'Kminus_CaloTrackMatchChi2', 'Kminus_ENERGY', 'Kminus_HEAD_CMULT', 'Kminus_HEAD_CP', 'Kminus_HEAD_CPT', 'Kminus_HEAD_CPX', 'Kminus_HEAD_CPY', 'Kminus_HEAD_CPZ', 'Kminus_HEAD_DETA', 'Kminus_HEAD_DPHI', 'Kminus_HEAD_PASY', 'Kminus_HEAD_PTASY', 'Kminus_HEAD_PXASY', 'Kminus_HEAD_PYASY', 'Kminus_HEAD_PZASY', 'Kminus_M', 'Kminus_MC_GD_GD_MOTHER_ID', 'Kminus_MC_GD_GD_MOTHER_KEY', 'Kminus_MC_GD_MOTHER_ID', 'Kminus_MC_GD_MOTHER_KEY', 'Kminus_MC_ISPROMPT', 'Kminus_MC_LONGLIVED_ID', 'Kminus_MC_LONGLIVED_KEY', 'Kminus_MC_MOTHER_ID', 'Kminus_MC_MOTHER_KEY', 'Kminus_P', 'Kminus_PARTICLE_ID', 'Kminus_PROBNN_D', 'Kminus_PROBNN_E', 'Kminus_PROBNN_GHOST', 'Kminus_PROBNN_K', 'Kminus_PROBNN_MU', 'Kminus_PROBNN_P', 'Kminus_PROBNN_PI', 'Kminus_PT', 'Kminus_PX', 'Kminus_PY', 'Kminus_PZ', 'Kminus_TRUEENDVERTEX_X', 'Kminus_TRUEENDVERTEX_Y', 'Kminus_TRUEENDVERTEX_Z', 'Kminus_TRUEENERGY', 'Kminus_TRUEID', 'Kminus_TRUEORIGINVERTEX_X', 'Kminus_TRUEORIGINVERTEX_Y', 'Kminus_TRUEORIGINVERTEX_Z', 'Kminus_TRUEP', 'Kminus_TRUEPT', 'Kminus_TRUEPX', 'Kminus_TRUEPY', 'Kminus_TRUEPZ', 'ODINTCK', 'RUNNUMBER', 'indx', 'piplus_CaloClusterMass', 'piplus_CaloNeutral1To9EnergyRatio', 'piplus_CaloNeutral4To9EnergyRatio', 'piplus_CaloNeutralEcalEnergy', 'piplus_CaloNeutralHcal2EcalEnergyRatio', 'piplus_CaloNeutralID', 'piplus_CaloNeutralShowerShape', 'piplus_CaloNumSaturatedCells', 'piplus_CaloTrackMatchChi2', 'piplus_ENERGY', 'piplus_HEAD_CMULT', 'piplus_HEAD_CP', 'piplus_HEAD_CPT', 'piplus_HEAD_CPX', 'piplus_HEAD_CPY', 'piplus_HEAD_CPZ', 'piplus_HEAD_DETA', 'piplus_HEAD_DPHI', 'piplus_HEAD_PASY', 'piplus_HEAD_PTASY', 'piplus_HEAD_PXASY', 'piplus_HEAD_PYASY', 'piplus_HEAD_PZASY', 'piplus_M', 'piplus_MC_GD_GD_MOTHER_ID', 'piplus_MC_GD_GD_MOTHER_KEY', 'piplus_MC_GD_MOTHER_ID', 'piplus_MC_GD_MOTHER_KEY', 'piplus_MC_ISPROMPT', 'piplus_MC_LONGLIVED_ID', 'piplus_MC_LONGLIVED_KEY', 'piplus_MC_MOTHER_ID', 'piplus_MC_MOTHER_KEY', 'piplus_P', 'piplus_PARTICLE_ID', 'piplus_PROBNN_D', 'piplus_PROBNN_E', 'piplus_PROBNN_GHOST', 'piplus_PROBNN_K', 'piplus_PROBNN_MU', 'piplus_PROBNN_P', 'piplus_PROBNN_PI', 'piplus_PT', 'piplus_PX', 'piplus_PY', 'piplus_PZ', 'piplus_TRUEENDVERTEX_X', 'piplus_TRUEENDVERTEX_Y', 'piplus_TRUEENDVERTEX_Z', 'piplus_TRUEENERGY', 'piplus_TRUEID', 'piplus_TRUEORIGINVERTEX_X', 'piplus_TRUEORIGINVERTEX_Y', 'piplus_TRUEORIGINVERTEX_Z', 'piplus_TRUEP', 'piplus_TRUEPT', 'piplus_TRUEPX', 'piplus_TRUEPY', 'piplus_TRUEPZ', 'Hlt2Charm_D0ToKmPip_LineDecision']
+expected_branches    = ['BUNCHCROSSING_ID', 'BUNCHCROSSING_TYPE', 'D0_CaloClusterMass', 'D0_CaloNeutral1To9EnergyRatio', 'D0_CaloNeutral4To9EnergyRatio', 'D0_CaloNeutralEcalEnergy', 'D0_CaloNeutralHcal2EcalEnergyRatio', 'D0_CaloNeutralID', 'D0_CaloNeutralShowerShape', 'D0_CaloNumSaturatedCells', 'D0_CaloTrackMatchChi2', 'D0_ENERGY', 'D0_M', 'D0_MC_GD_GD_MOTHER_ID', 'D0_MC_GD_GD_MOTHER_KEY', 'D0_MC_GD_MOTHER_ID', 'D0_MC_GD_MOTHER_KEY', 'D0_MC_ISPROMPT', 'D0_MC_LONGLIVED_ID', 'D0_MC_LONGLIVED_KEY', 'D0_MC_MOTHER_ID', 'D0_MC_MOTHER_KEY', 'D0_P', 'D0_PARTICLE_ID', 'D0_PROBNN_D', 'D0_PROBNN_E', 'D0_PROBNN_GHOST', 'D0_PROBNN_K', 'D0_PROBNN_MU', 'D0_PROBNN_P', 'D0_PROBNN_PI', 'D0_PT', 'D0_PX', 'D0_PY', 'D0_PZ', 'D0_TRUEENDVERTEX_X', 'D0_TRUEENDVERTEX_Y', 'D0_TRUEENDVERTEX_Z', 'D0_TRUEENERGY', 'D0_TRUEID', 'D0_TRUEORIGINVERTEX_X', 'D0_TRUEORIGINVERTEX_Y', 'D0_TRUEORIGINVERTEX_Z', 'D0_TRUEP', 'D0_TRUEPT', 'D0_TRUEPX', 'D0_TRUEPY', 'D0_TRUEPZ', 'EVENTNUMBER', 'GPSTIME', 'Hlt2_TCK', 'Kminus_CaloClusterMass', 'Kminus_CaloNeutral1To9EnergyRatio', 'Kminus_CaloNeutral4To9EnergyRatio', 'Kminus_CaloNeutralEcalEnergy', 'Kminus_CaloNeutralHcal2EcalEnergyRatio', 'Kminus_CaloNeutralID', 'Kminus_CaloNeutralShowerShape', 'Kminus_CaloNumSaturatedCells', 'Kminus_CaloTrackMatchChi2', 'Kminus_ENERGY', 'Kminus_M', 'Kminus_MC_GD_GD_MOTHER_ID', 'Kminus_MC_GD_GD_MOTHER_KEY', 'Kminus_MC_GD_MOTHER_ID', 'Kminus_MC_GD_MOTHER_KEY', 'Kminus_MC_ISPROMPT', 'Kminus_MC_LONGLIVED_ID', 'Kminus_MC_LONGLIVED_KEY', 'Kminus_MC_MOTHER_ID', 'Kminus_MC_MOTHER_KEY', 'Kminus_P', 'Kminus_PARTICLE_ID', 'Kminus_PROBNN_D', 'Kminus_PROBNN_E', 'Kminus_PROBNN_GHOST', 'Kminus_PROBNN_K', 'Kminus_PROBNN_MU', 'Kminus_PROBNN_P', 'Kminus_PROBNN_PI', 'Kminus_PT', 'Kminus_PX', 'Kminus_PY', 'Kminus_PZ', 'Kminus_TRUEENDVERTEX_X', 'Kminus_TRUEENDVERTEX_Y', 'Kminus_TRUEENDVERTEX_Z', 'Kminus_TRUEENERGY', 'Kminus_TRUEID', 'Kminus_TRUEORIGINVERTEX_X', 'Kminus_TRUEORIGINVERTEX_Y', 'Kminus_TRUEORIGINVERTEX_Z', 'Kminus_TRUEP', 'Kminus_TRUEPT', 'Kminus_TRUEPX', 'Kminus_TRUEPY', 'Kminus_TRUEPZ', 'ODINTCK', 'RUNNUMBER', 'indx', 'piplus_CaloClusterMass', 'piplus_CaloNeutral1To9EnergyRatio', 'piplus_CaloNeutral4To9EnergyRatio', 'piplus_CaloNeutralEcalEnergy', 'piplus_CaloNeutralHcal2EcalEnergyRatio', 'piplus_CaloNeutralID', 'piplus_CaloNeutralShowerShape', 'piplus_CaloNumSaturatedCells', 'piplus_CaloTrackMatchChi2', 'piplus_ENERGY', 'piplus_M', 'piplus_MC_GD_GD_MOTHER_ID', 'piplus_MC_GD_GD_MOTHER_KEY', 'piplus_MC_GD_MOTHER_ID', 'piplus_MC_GD_MOTHER_KEY', 'piplus_MC_ISPROMPT', 'piplus_MC_LONGLIVED_ID', 'piplus_MC_LONGLIVED_KEY', 'piplus_MC_MOTHER_ID', 'piplus_MC_MOTHER_KEY', 'piplus_P', 'piplus_PARTICLE_ID', 'piplus_PROBNN_D', 'piplus_PROBNN_E', 'piplus_PROBNN_GHOST', 'piplus_PROBNN_K', 'piplus_PROBNN_MU', 'piplus_PROBNN_P', 'piplus_PROBNN_PI', 'piplus_PT', 'piplus_PX', 'piplus_PY', 'piplus_PZ', 'piplus_TRUEENDVERTEX_X', 'piplus_TRUEENDVERTEX_Y', 'piplus_TRUEENDVERTEX_Z', 'piplus_TRUEENERGY', 'piplus_TRUEID', 'piplus_TRUEORIGINVERTEX_X', 'piplus_TRUEORIGINVERTEX_Y', 'piplus_TRUEORIGINVERTEX_Z', 'piplus_TRUEP', 'piplus_TRUEPT', 'piplus_TRUEPX', 'piplus_TRUEPY', 'piplus_TRUEPZ', 'Hlt2Charm_D0ToKmPip_LineDecision']
 expected_mc_branches = ['BUNCHCROSSING_ID', 'BUNCHCROSSING_TYPE', 'D0_MC_ACCT', 'D0_MC_ACCT1', 'D0_MC_ACCT1S', 'D0_MC_ACCT1X', 'D0_MC_ACCT2', 'D0_MC_ACCT2S', 'D0_MC_ACCT2X', 'D0_MC_ACCT3', 'D0_MC_ACCT3S', 'D0_MC_ACCT3X', 'D0_MC_ACCUT', 'D0_MC_ACCUT1', 'D0_MC_ACCUT2', 'D0_MC_ACCVELO', 'D0_MC_ACCVELO_AND_T', 'D0_MC_GD_GD_MOTHER_ID', 'D0_MC_GD_GD_MOTHER_KEY', 'D0_MC_GD_MOTHER_ID', 'D0_MC_GD_MOTHER_KEY', 'D0_MC_HAST', 'D0_MC_HAST1', 'D0_MC_HAST1S', 'D0_MC_HAST1X', 'D0_MC_HAST2', 'D0_MC_HAST2S', 'D0_MC_HAST2X', 'D0_MC_HAST3', 'D0_MC_HAST3S', 'D0_MC_HAST3X', 'D0_MC_HASUT', 'D0_MC_HASUT1', 'D0_MC_HASUT2', 'D0_MC_HASVELO', 'D0_MC_HASVELO_AND_T', 'D0_MC_ISPROMPT', 'D0_MC_LONGLIVED_ID', 'D0_MC_LONGLIVED_KEY', 'D0_MC_MOTHER_ID', 'D0_MC_MOTHER_KEY', 'D0_MC_RECONSTRUCTIBLE', 'D0_RECONSTRUCTED', 'D0_TRUEENDVERTEX_X', 'D0_TRUEENDVERTEX_Y', 'D0_TRUEENDVERTEX_Z', 'D0_TRUEID', 'D0_TRUEORIGINVERTEX_X', 'D0_TRUEORIGINVERTEX_Y', 'D0_TRUEORIGINVERTEX_Z', 'GPSTIME', 'Kminus_MC_ACCT', 'Kminus_MC_ACCT1', 'Kminus_MC_ACCT1S', 'Kminus_MC_ACCT1X', 'Kminus_MC_ACCT2', 'Kminus_MC_ACCT2S', 'Kminus_MC_ACCT2X', 'Kminus_MC_ACCT3', 'Kminus_MC_ACCT3S', 'Kminus_MC_ACCT3X', 'Kminus_MC_ACCUT', 'Kminus_MC_ACCUT1', 'Kminus_MC_ACCUT2', 'Kminus_MC_ACCVELO', 'Kminus_MC_ACCVELO_AND_T', 'Kminus_MC_GD_GD_MOTHER_ID', 'Kminus_MC_GD_GD_MOTHER_KEY', 'Kminus_MC_GD_MOTHER_ID', 'Kminus_MC_GD_MOTHER_KEY', 'Kminus_MC_HAST', 'Kminus_MC_HAST1', 'Kminus_MC_HAST1S', 'Kminus_MC_HAST1X', 'Kminus_MC_HAST2', 'Kminus_MC_HAST2S', 'Kminus_MC_HAST2X', 'Kminus_MC_HAST3', 'Kminus_MC_HAST3S', 'Kminus_MC_HAST3X', 'Kminus_MC_HASUT', 'Kminus_MC_HASUT1', 'Kminus_MC_HASUT2', 'Kminus_MC_HASVELO', 'Kminus_MC_HASVELO_AND_T', 'Kminus_MC_ISPROMPT', 'Kminus_MC_LONGLIVED_ID', 'Kminus_MC_LONGLIVED_KEY', 'Kminus_MC_MOTHER_ID', 'Kminus_MC_MOTHER_KEY', 'Kminus_MC_RECONSTRUCTIBLE', 'Kminus_RECONSTRUCTED', 'Kminus_TRUEENDVERTEX_X', 'Kminus_TRUEENDVERTEX_Y', 'Kminus_TRUEENDVERTEX_Z', 'Kminus_TRUEID', 'Kminus_TRUEORIGINVERTEX_X', 'Kminus_TRUEORIGINVERTEX_Y', 'Kminus_TRUEORIGINVERTEX_Z', 'MCPVT', 'MCPVX', 'MCPVY', 'MCPVZ', 'MCPV_IDX', 'MCPV_SIZE', 'ODINTCK', 'piplus_MC_ACCT', 'piplus_MC_ACCT1', 'piplus_MC_ACCT1S', 'piplus_MC_ACCT1X', 'piplus_MC_ACCT2', 'piplus_MC_ACCT2S', 'piplus_MC_ACCT2X', 'piplus_MC_ACCT3', 'piplus_MC_ACCT3S', 'piplus_MC_ACCT3X', 'piplus_MC_ACCUT', 'piplus_MC_ACCUT1', 'piplus_MC_ACCUT2', 'piplus_MC_ACCVELO', 'piplus_MC_ACCVELO_AND_T', 'piplus_MC_GD_GD_MOTHER_ID', 'piplus_MC_GD_GD_MOTHER_KEY', 'piplus_MC_GD_MOTHER_ID', 'piplus_MC_GD_MOTHER_KEY', 'piplus_MC_HAST', 'piplus_MC_HAST1', 'piplus_MC_HAST1S', 'piplus_MC_HAST1X', 'piplus_MC_HAST2', 'piplus_MC_HAST2S', 'piplus_MC_HAST2X', 'piplus_MC_HAST3', 'piplus_MC_HAST3S', 'piplus_MC_HAST3X', 'piplus_MC_HASUT', 'piplus_MC_HASUT1', 'piplus_MC_HASUT2', 'piplus_MC_HASVELO', 'piplus_MC_HASVELO_AND_T', 'piplus_MC_ISPROMPT', 'piplus_MC_LONGLIVED_ID', 'piplus_MC_LONGLIVED_KEY', 'piplus_MC_MOTHER_ID', 'piplus_MC_MOTHER_KEY', 'piplus_MC_RECONSTRUCTIBLE', 'piplus_RECONSTRUCTED', 'piplus_TRUEENDVERTEX_X', 'piplus_TRUEENDVERTEX_Y', 'piplus_TRUEENDVERTEX_Z', 'piplus_TRUEID', 'piplus_TRUEORIGINVERTEX_X', 'piplus_TRUEORIGINVERTEX_Y', 'piplus_TRUEORIGINVERTEX_Z']
 expected_branches   += ['piplus_DTF_PX', 'piplus_DTF_PY', 'D0_DTF_PY', 'piplus_DTF_PZ', 'Kminus_DTF_PE', 'Kminus_DTF_PY', 'D0_DTF_PX', 'piplus_DTF_PE', 'D0_DTF_PZ', 'D0_DTF_PE', 'Kminus_DTF_PX', 'Kminus_DTF_PZ']
 
diff --git a/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_relation_isovariables.qmt b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_relation_isovariables.qmt
index f1e96f4f8..bb35ac8d5 100644
--- a/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_relation_isovariables.qmt
+++ b/DaVinciExamples/tests/qmtest/tupling.qms/test_davinci_tupling_relation_isovariables.qmt
@@ -1,7 +1,7 @@
 <?xml version="1.0" ?>
 <!--
 ###############################################################################
-# (c) Copyright 2021-2022 CERN for the benefit of the LHCb Collaboration      #
+# (c) Copyright 2021-2023 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".   #
@@ -17,20 +17,20 @@
   <argument name="args"><set>
     <text>DaVinciExamples.tupling.option_davinci_tupling_relation_isovariables:main</text>
   </set></argument>
-  <argument name="options_yaml_fn"><text>$DAVINCIEXAMPLESROOT/example_data/test_passthrough_thor_lines.yaml</text></argument>
+  <argument name="options_yaml_fn"><text>$DAVINCIEXAMPLESROOT/example_data/hlt2_b2ksttaumu_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
+    evt_max: -1
+    ntuple_file: davinci_ntuple_isolation.root
+    print_freq: 20
     data_type: Upgrade
     simulation: true
-    input_process: TurboPass
+    input_process: Hlt2
   </text></argument>
   <argument name="timeout"><integer>3600</integer></argument>
   <argument name="reference"><text>$DAVINCIEXAMPLESROOT/tests/refs/test_davinci_tupling_relation_isovariables.ref</text></argument>
   <argument name="validator"><text>
-findReferenceBlock("""Tuple                               SUCCESS  ID=DecayTree     Title="DecayTree"                               #items=34 {EVENTNUMBER,RUNNUMBER,B_THOR_P,B_THOR_PT,B_THOR_MASS,B_First_P,B_First_PT,B_Sum_P}""")
+findReferenceBlock("""Tuple                               SUCCESS  ID=DecayTree     Title="DecayTree"                               #items=174{EVENTNUMBER,RUNNUMBER,B_THOR_P,B_THOR_PT,B_HEAD_CC_1.0_Max_PT,B_HEAD_CC_1.0_Min_P}""")
 countErrorLines({"FATAL":0, "ERROR":0})
   </text></argument>
 </extension>
diff --git a/DaVinciExamples/tests/refs/test_davinci_tupling_relation_isovariables.ref b/DaVinciExamples/tests/refs/test_davinci_tupling_relation_isovariables.ref
index 64a3c76fc..f1953dcf1 100644
--- a/DaVinciExamples/tests/refs/test_davinci_tupling_relation_isovariables.ref
+++ b/DaVinciExamples/tests/refs/test_davinci_tupling_relation_isovariables.ref
@@ -1,411 +1,929 @@
+# WARNING: input_stream is set to 'default', but will be reset to '' because current input_process = Hlt2
 ApplicationMgr    SUCCESS
 ====================================================================================================================================
-                                                   Welcome to DaVinci version 61.0
-                                          running on lxplus757.cern.ch on Tue Aug  2 13:45:16 2022
+                                                   Welcome to DaVinci version 63.10
+                                          running on lxplus7118.cern.ch on Mon Jul  3 13:56:57 2023
 ====================================================================================================================================
 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.GitDDDB                        INFO using commit 'upgrade/dddb-20190223' corresponding to c444749be50b56d937872a46368a95e0e716e784
 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
+ToolSvc.GitSIMCOND                     INFO using commit 'upgrade/sim-20180530-vc-mu100' corresponding to d0f2e9e0f10ef72e447fd94ad0a1abf9946d6318
 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
+MagneticFieldGridReader INFO  Opened magnetic field file:  /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c1.up.cdf
+MagneticFieldGridReader INFO  Opened magnetic field file:  /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c2.up.cdf
+MagneticFieldGridReader INFO  Opened magnetic field file:  /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c3.up.cdf
+MagneticFieldGridReader INFO  Opened magnetic field file:  /cvmfs/lhcb.cern.ch/lib/lhcb/DBASE/FieldMap/v5r7/cdf//field.v5r0.c4.up.cdf
+MagneticFieldSvc                       INFO Map scaled by factor 1 with polarity internally used: 1 signed relative current: 1
+NTupleSvc                              INFO Added stream file:b_to_ksttaumu_test_isolation.root as FILE1
 HLTControlFlowMgr                      INFO Start initialization
-RootHistSvc                            INFO Writing ROOT histograms to: davinci_ntuple_ft.root
+RootHistSvc                            INFO Writing ROOT histograms to: b_to_ksttaumu_test_isolation.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
+HLTControlFlowMgr                      INFO ---> End of Initialization. This took 1307 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"
+FunctorFactory                         INFO Reusing functor library: "/tmp/tfulghes/FunctorJitLib_0x2c36c6aa1b56b6e_0x951aa4d4a4a7e1c6.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)
+EventSelector                          INFO Stream:EventSelector.DataStreamTool_1 Def:DATAFILE='root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/b_to_ksttaumu_test_isolation.dst' SVC='Gaudi::RootEvtSelector' OPT='READ' IgnoreChecksum='YES'
+HLTControlFlowMgr                      INFO Will measure time between events 10 and 2147483647 (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
-EventSelector                       SUCCESS Reading Event record 6. Record number within stream 1: 6
-EventSelector                       SUCCESS Reading Event record 7. Record number within stream 1: 7
-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
-EventSelector                       SUCCESS Reading Event record 14. Record number within stream 1: 14
-EventSelector                       SUCCESS Reading Event record 15. Record number within stream 1: 15
-EventSelector                       SUCCESS Reading Event record 16. Record number within stream 1: 16
-EventSelector                       SUCCESS Reading Event record 17. Record number within stream 1: 17
-EventSelector                       SUCCESS Reading Event record 18. Record number within stream 1: 18
-EventSelector                       SUCCESS Reading Event record 19. Record number within stream 1: 19
-EventSelector                       SUCCESS Reading Event record 20. Record number within stream 1: 20
+HltANNSvc                           WARNING key 0xc6bf692f has an explicitly configured overrule -- using that...
+HltANNSvc                           WARNING key 0xef642bd6 has an explicitly configured overrule -- using that...
+RFileCnv                               INFO opening Root file "b_to_ksttaumu_test_isolation.root" for writing
+RCWNTupleCnv                           INFO Booked TTree with ID: DecayTree "DecayTree" in directory b_to_ksttaumu_test_isolation.root:/Tuple
+HLTControlFlowMgr                      INFO Timing started at: 13:57:29
 EventSelector                       SUCCESS Reading Event record 21. Record number within stream 1: 21
-EventSelector                       SUCCESS Reading Event record 22. Record number within stream 1: 22
-EventSelector                       SUCCESS Reading Event record 23. Record number within stream 1: 23
-EventSelector                       SUCCESS Reading Event record 24. Record number within stream 1: 24
-EventSelector                       SUCCESS Reading Event record 25. Record number within stream 1: 25
-EventSelector                       SUCCESS Reading Event record 26. Record number within stream 1: 26
-EventSelector                       SUCCESS Reading Event record 27. Record number within stream 1: 27
-EventSelector                       SUCCESS Reading Event record 28. Record number within stream 1: 28
-EventSelector                       SUCCESS Reading Event record 29. Record number within stream 1: 29
-EventSelector                       SUCCESS Reading Event record 30. Record number within stream 1: 30
-EventSelector                       SUCCESS Reading Event record 31. Record number within stream 1: 31
-EventSelector                       SUCCESS Reading Event record 32. Record number within stream 1: 32
-EventSelector                       SUCCESS Reading Event record 33. Record number within stream 1: 33
-EventSelector                       SUCCESS Reading Event record 34. Record number within stream 1: 34
-EventSelector                       SUCCESS Reading Event record 35. Record number within stream 1: 35
-EventSelector                       SUCCESS Reading Event record 36. Record number within stream 1: 36
-EventSelector                       SUCCESS Reading Event record 37. Record number within stream 1: 37
-EventSelector                       SUCCESS Reading Event record 38. Record number within stream 1: 38
-EventSelector                       SUCCESS Reading Event record 39. Record number within stream 1: 39
-EventSelector                       SUCCESS Reading Event record 40. Record number within stream 1: 40
 EventSelector                       SUCCESS Reading Event record 41. Record number within stream 1: 41
-EventSelector                       SUCCESS Reading Event record 42. Record number within stream 1: 42
-EventSelector                       SUCCESS Reading Event record 43. Record number within stream 1: 43
-EventSelector                       SUCCESS Reading Event record 44. Record number within stream 1: 44
-EventSelector                       SUCCESS Reading Event record 45. Record number within stream 1: 45
-EventSelector                       SUCCESS Reading Event record 46. Record number within stream 1: 46
-EventSelector                       SUCCESS Reading Event record 47. Record number within stream 1: 47
-EventSelector                       SUCCESS Reading Event record 48. Record number within stream 1: 48
-EventSelector                       SUCCESS Reading Event record 49. Record number within stream 1: 49
-EventSelector                       SUCCESS Reading Event record 50. Record number within stream 1: 50
-EventSelector                       SUCCESS Reading Event record 51. Record number within stream 1: 51
-EventSelector                       SUCCESS Reading Event record 52. Record number within stream 1: 52
-EventSelector                       SUCCESS Reading Event record 53. Record number within stream 1: 53
-EventSelector                       SUCCESS Reading Event record 54. Record number within stream 1: 54
-EventSelector                       SUCCESS Reading Event record 55. Record number within stream 1: 55
-EventSelector                       SUCCESS Reading Event record 56. Record number within stream 1: 56
-EventSelector                       SUCCESS Reading Event record 57. Record number within stream 1: 57
-EventSelector                       SUCCESS Reading Event record 58. Record number within stream 1: 58
-EventSelector                       SUCCESS Reading Event record 59. Record number within stream 1: 59
-EventSelector                       SUCCESS Reading Event record 60. Record number within stream 1: 60
 EventSelector                       SUCCESS Reading Event record 61. Record number within stream 1: 61
-EventSelector                       SUCCESS Reading Event record 62. Record number within stream 1: 62
-EventSelector                       SUCCESS Reading Event record 63. Record number within stream 1: 63
-EventSelector                       SUCCESS Reading Event record 64. Record number within stream 1: 64
-EventSelector                       SUCCESS Reading Event record 65. Record number within stream 1: 65
-EventSelector                       SUCCESS Reading Event record 66. Record number within stream 1: 66
-EventSelector                       SUCCESS Reading Event record 67. Record number within stream 1: 67
-EventSelector                       SUCCESS Reading Event record 68. Record number within stream 1: 68
-EventSelector                       SUCCESS Reading Event record 69. Record number within stream 1: 69
-EventSelector                       SUCCESS Reading Event record 70. Record number within stream 1: 70
-EventSelector                       SUCCESS Reading Event record 71. Record number within stream 1: 71
-EventSelector                       SUCCESS Reading Event record 72. Record number within stream 1: 72
-EventSelector                       SUCCESS Reading Event record 73. Record number within stream 1: 73
-EventSelector                       SUCCESS Reading Event record 74. Record number within stream 1: 74
-EventSelector                       SUCCESS Reading Event record 75. Record number within stream 1: 75
-EventSelector                       SUCCESS Reading Event record 76. Record number within stream 1: 76
-EventSelector                       SUCCESS Reading Event record 77. Record number within stream 1: 77
-EventSelector                       SUCCESS Reading Event record 78. Record number within stream 1: 78
-EventSelector                       SUCCESS Reading Event record 79. Record number within stream 1: 79
-EventSelector                       SUCCESS Reading Event record 80. Record number within stream 1: 80
-EventSelector                       SUCCESS Reading Event record 81. Record number within stream 1: 81
-EventSelector                       SUCCESS Reading Event record 82. Record number within stream 1: 82
-EventSelector                       SUCCESS Reading Event record 83. Record number within stream 1: 83
-EventSelector                       SUCCESS Reading Event record 84. Record number within stream 1: 84
-EventSelector                       SUCCESS Reading Event record 85. Record number within stream 1: 85
-EventSelector                       SUCCESS Reading Event record 86. Record number within stream 1: 86
-EventSelector                       SUCCESS Reading Event record 87. Record number within stream 1: 87
-EventSelector                       SUCCESS Reading Event record 88. Record number within stream 1: 88
-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
+HLTControlFlowMgr                      INFO No more events in event selection
+HLTControlFlowMgr                      INFO ---> Loop over 62 Events Finished -  WSS 1481.96, timed 52 Events: 134 ms, Evts/s = 388.06
+FilterDstDataSize_Hlt2                 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
+ |*"Number of too small raw banks size"            |        62 |         62 |( 100.0000 +- 0.000000)% |
+HDRFilter_BdToKstTauMu                 INFO Number of counters : 1
  |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
- | "# loaded from PYTHON"                          |         1 |
-Tuple                                  INFO Number of counters : 7
+ |*"Cut selection efficiency"                      |        62 |         56 |( 90.32258 +- 3.754759)% |
+ThOrParticleSelection_79f993d7         INFO Number of counters : 1
  |    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
+ | "#OutputParticles"                              |        56 |         72 |     1.2857 |
+ThOrParticleSelection_e8c1ee1d         INFO Number of counters : 1
  |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
- | "#InputCandidates"                              |       100 |       8127 |     81.270 |
- | "#InputParticles"                               |       100 |        102 |     1.0200 |
- | "#OutputParticles"                              |      2729 |          0 |      0.0000 |
+ | "#OutputParticles"                              |        56 |         72 |     1.2857 |
+ThOrParticleSelection_ebb9f484         INFO Number of counters : 1
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#OutputParticles"                              |        56 |         72 |     1.2857 |
+Tuple                                  INFO Number of counters : 9
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# events with multiple candidates for field B" |        14 |
+ | "# events with multiple candidates for field Kst"|        14 |
+ | "# events with multiple candidates for field mu"|        14 |
+ | "# events with multiple candidates for field tau"|        14 |
+ | "# non-empty events for field B"                |        56 |
+ | "# non-empty events for field Kst"              |        56 |
+ | "# non-empty events for field mu"               |        56 |
+ | "# non-empty events for field tau"              |        56 |
+ | "# processed events"                            |        56 |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# UnpackedData"                                |       112 |     265099 |     2367.0 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "DstData buffer for configured output not available - unable to unpack"|        56 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# UnpackedData"                                |       112 |     252106 |     2250.9 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "DstData buffer for configured output not available - unable to unpack"|        56 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# Linked BufferData"                           |       896 |    3741858 |     4176.2 |
+ | "# UnpackedData"                                |       112 |      16328 |     145.79 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# UnpackedData"                                |       112 |     179821 |     1605.5 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "DstData buffer for configured output not available - unable to unpack"|        56 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# UnpackedData"                                |       112 |     239662 |     2139.8 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Hlt2RD_B...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "DstData buffer for configured output not available - unable to unpack"|        56 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+Unpack_Hlt2__Event_HLT2_Rec_Vert...    INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "# UnpackedData"                                |       112 |      21964 |     196.11 |
+ |*"Target data already present"                   |        56 |          0 |( 0.000000 +- 0.000000)% |
+WeightedRelTableAlg_14b1d24d           INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |          0 |     0.0000 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+WeightedRelTableAlg_1772aab0           INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |          0 |     0.0000 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+WeightedRelTableAlg_27ce5b5e           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |        971 |     17.339 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |      1230 |          0 |     0.0000 |
+WeightedRelTableAlg_60e9a5b7           INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |          0 |     0.0000 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+WeightedRelTableAlg_704ad84e           INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |          0 |     0.0000 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+WeightedRelTableAlg_802debdd           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |       1298 |     23.179 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |      1894 |          0 |     0.0000 |
+WeightedRelTableAlg_9142a512           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |       1437 |     25.661 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |       814 |          0 |     0.0000 |
+WeightedRelTableAlg_91fad59b           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |       1437 |     25.661 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |      2243 |          0 |     0.0000 |
+WeightedRelTableAlg_a44f7980           INFO Number of counters : 2
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |          0 |     0.0000 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+WeightedRelTableAlg_a96da0d4           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |       1437 |     25.661 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |       843 |          0 |     0.0000 |
+WeightedRelTableAlg_d9855343           INFO Number of counters : 3
+ |    Counter                                      |     #     |    sum     | mean/eff^* | rms/err^*  |     min     |     max     |
+ | "#InputCandidates"                              |        56 |       1366 |     24.393 |
+ | "#InputParticles"                               |        56 |         72 |     1.2857 |
+ | "#OutputParticles"                              |      2038 |          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
+Tuple                               SUCCESS  ID=DecayTree     Title="DecayTree"                               #items=174{EVENTNUMBER,RUNNUMBER,B_THOR_P,B_THOR_PT,B_HEAD_CC_1.0_Max_PT,B_HEAD_CC_1.0_Min_P}
+HLTControlFlowMgr                      INFO Memory pool: used 0.0219786 +/- 0.00148414 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 205.806 +/- 13.8023 (min: 4, max: 524) 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 |
- | "P2VRelationUnpacker#2"                         |             100 |           0.000 |            1.845 |
- | "P2VRelationUnpacker#3"                         |             100 |           0.004 |           40.595 |
- | "P2VRelationUnpacker#4"                         |             100 |           0.000 |            8.899 |
- | "ParticleUnpacker"                              |             100 |           0.001 |           11.987 |
- | "ParticleUnpacker#1"                            |             100 |           0.000 |            2.296 |
- | "ParticleUnpacker#2"                            |             100 |           0.000 |            6.569 |
- | "ParticleUnpacker#5"                            |             100 |           0.000 |            2.413 |
- | "ParticleUnpacker#6"                            |             100 |           0.000 |            6.074 |
- | "ProtoParticleUnpacker"                         |             100 |           0.290 |         2901.331 |
- | "ProtoParticleUnpacker#1"                       |             100 |           0.000 |            3.396 |
- | "RecSummaryUnpacker"                            |             100 |           0.000 |            3.281 |
- | "RecVertexUnpacker"                             |             100 |           0.050 |          504.626 |
- | "RecVertexUnpacker#1"                           |             100 |           0.000 |            3.070 |
- | "RecVertexUnpacker#2"                           |             100 |           0.000 |            3.187 |
- | "FSROutputStreamDstWriter"                      |             100 |           0.014 |          144.513 |
- | "RichPIDUnpacker"                               |             100 |           0.002 |           25.252 |
- | "TrackUnpacker"                                 |             100 |           0.031 |          317.595 |
- | "Gaudi__Hive__FetchDataFromFile#6"              |             100 |           0.000 |            8.289 |
- | "UnpackMCParticle"                              |             100 |           0.052 |          523.529 |
- | "Gaudi__Hive__FetchDataFromFile#7"              |             100 |           0.000 |            5.657 |
- | "UnpackMCVertex"                                |             100 |           0.000 |            6.053 |
- | "VertexUnpacker"                                |             100 |           0.000 |            3.526 |
- | "VertexUnpacker#1"                              |             100 |           0.000 |            2.222 |
- | "VertexUnpacker#2"                              |             100 |           0.000 |            1.897 |
- | "VertexUnpacker#3"                              |             100 |           0.000 |            4.227 |
- | "VertexUnpacker#4"                              |             100 |           0.038 |          384.413 |
- | "VertexUnpacker#5"                              |             100 |           0.000 |            3.202 |
- | "VertexUnpacker#6"                              |             100 |           0.000 |            7.346 |
+ | Name of Algorithm                                                                                     | Execution Count | Total Time / s  | Avg. Time / us   |
+ | Sum of all Algorithms                                                                                 |              62 |           0.903 |        14556.597 |
+ | "Fetch__Event_DAQ_RawEvent"                                                                           |              62 |           0.732 |        11802.611 |
+ | "Tuple"                                                                                               |              56 |           0.099 |         1771.134 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_Particles "                         |              56 |           0.033 |          596.276 |
+ | "PackedBufferDecoder_Hlt2"                                                                            |              56 |           0.008 |          149.777 |
+ | "reserveIOV"                                                                                          |              56 |           0.006 |          110.848 |
+ | "WeightedRelTableAlg_9142a512"                                                                        |              56 |           0.004 |           74.677 |
+ | "WeightedRelTableAlg_a96da0d4"                                                                        |              56 |           0.002 |           31.190 |
+ | "WeightedRelTableAlg_d9855343"                                                                        |              56 |           0.002 |           30.704 |
+ | "WeightedRelTableAlg_91fad59b"                                                                        |              56 |           0.002 |           29.576 |
+ | "WeightedRelTableAlg_802debdd"                                                                        |              56 |           0.002 |           28.721 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_Kst_LongTrackIsolation_Particles "  |              56 |           0.001 |           18.824 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_B_LongTrackIsolation_Particles "    |              56 |           0.001 |           18.498 |
+ | "WeightedRelTableAlg_27ce5b5e"                                                                        |              56 |           0.001 |           17.711 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_tau_LongTrackIsolation_Particles "  |              56 |           0.001 |           17.360 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_mu_LongTrackIsolation_Particles "   |              56 |           0.001 |           15.378 |
+ | "UnpackRawEvent_DstData"                                                                              |              62 |           0.001 |           13.847 |
+ | "ThOrParticleSelection_79f993d7"                                                                      |              56 |           0.001 |           14.975 |
+ | "Hlt2DecReportsDecoder_d044fa08"                                                                      |              62 |           0.001 |           12.437 |
+ | "Unpack_Hlt2__Event_HLT2_Rec_Vertex_Primary "                                                         |              56 |           0.001 |           12.677 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_mu_NeutralIsolation_Particles "     |              56 |           0.000 |            8.889 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_Kst_NeutralIsolation_Particles "    |              56 |           0.000 |            8.003 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_B_NeutralIsolation_Particles "      |              56 |           0.000 |            6.628 |
+ | "Unpack_Hlt2__Event_HLT2_Hlt2RD_BdToKstTauMu_KstToKPi_TauTo3Pi_OS_tau_NeutralIsolation_Particles "    |              56 |           0.000 |            6.282 |
+ | "HDRFilter_BdToKstTauMu"                                                                              |              62 |           0.000 |            5.588 |
+ | "RecV1ToPVConverter_5d099e8f"                                                                         |              56 |           0.000 |            5.415 |
+ | "Decode_ODIN"                                                                                         |              56 |           0.000 |            5.337 |
+ | "ThOrParticleSelection_ebb9f484"                                                                      |              56 |           0.000 |            5.298 |
+ | "ThOrParticleSelection_e8c1ee1d"                                                                      |              56 |           0.000 |            4.879 |
+ | "WeightedRelTableAlg_60e9a5b7"                                                                        |              56 |           0.000 |            4.599 |
+ | "DummyEventTime"                                                                                      |              56 |           0.000 |            3.869 |
+ | "WeightedRelTableAlg_1772aab0"                                                                        |              56 |           0.000 |            2.861 |
+ | "WeightedRelTableAlg_a44f7980"                                                                        |              56 |           0.000 |            2.714 |
+ | "WeightedRelTableAlg_704ad84e"                                                                        |              56 |           0.000 |            2.561 |
+ | "WeightedRelTableAlg_14b1d24d"                                                                        |              56 |           0.000 |            2.515 |
+ | "UnpackRawEvent_ODIN"                                                                                 |              56 |           0.000 |            2.077 |
+ | "UnpackRawEvent_HltDecReports"                                                                        |              62 |           0.000 |            1.862 |
+ | "FilterDstDataSize_Hlt2"                                                                              |              62 |           0.000 |            1.616 |
 
 HLTControlFlowMgr                      INFO StateTree: CFNode   #executed  #passed
-LAZY_AND: DaVinci                                 #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
- NONLAZY_OR: FileSummaryRecords                   #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-  LAZY_AND: GenFSR                                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecordStream/FSROutputStreamDstWriter          #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
- NONLAZY_OR: UserAnalysis                         #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-  LAZY_AND: default                               #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   LHCb__UnpackRawEvent/LHCb__UnpackRawEvent      #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   HltPackedBufferDecoder/HltPackedBufferDecoder  #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   UnpackMCParticle/UnpackMCParticle              #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   UnpackMCVertex/UnpackMCVertex                  #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecVertexUnpacker/RecVertexUnpacker            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecVertexUnpacker/RecVertexUnpacker#1          #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecVertexUnpacker/RecVertexUnpacker#2          #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecVertexUnpacker/RecVertexUnpacker#3          #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker                  #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#1                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#2                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#3                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#4                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#5                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   VertexUnpacker/VertexUnpacker#6                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   TrackUnpacker/TrackUnpacker                    #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RichPIDUnpacker/RichPIDUnpacker                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   MuonPIDUnpacker/MuonPIDUnpacker                #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   CaloHypoUnpacker/CaloHypoUnpacker              #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   CaloHypoUnpacker/CaloHypoUnpacker#1            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   CaloHypoUnpacker/CaloHypoUnpacker#2            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   CaloHypoUnpacker/CaloHypoUnpacker#3            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ProtoParticleUnpacker/ProtoParticleUnpacker    #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ProtoParticleUnpacker/ProtoParticleUnpacker#1  #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker              #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#1            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#2            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#3            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#4            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#5            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   ParticleUnpacker/ParticleUnpacker#6            #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   RecSummaryUnpacker/RecSummaryUnpacker          #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   P2VRelationUnpacker/P2VRelationUnpacker        #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   P2VRelationUnpacker/P2VRelationUnpacker#1      #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   P2VRelationUnpacker/P2VRelationUnpacker#2      #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   P2VRelationUnpacker/P2VRelationUnpacker#3      #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   P2VRelationUnpacker/P2VRelationUnpacker#4      #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   LoKi__HDRFilter/HDRFilter_B2JpsiK              #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
-   FunTupleBase_Particles/Tuple                   #=100     Sum=100         Eff=|( 100.0000 +- 0.00000 )%|
+LAZY_AND: DaVinci                            #=62      Sum=56          Eff=|( 90.32258 +- 3.75476 )%|
+ NONLAZY_OR: UserAnalysis                    #=62      Sum=56          Eff=|( 90.32258 +- 3.75476 )%|
+  LAZY_AND: default                          #=62      Sum=56          Eff=|( 90.32258 +- 3.75476 )%|
+   RawBankSizeFilter/FilterDstDataSize_Hlt2  #=62      Sum=62          Eff=|( 100.0000 +- 0.00000 )%|
+   VoidFilter/HDRFilter_BdToKstTauMu         #=62      Sum=56          Eff=|( 90.32258 +- 3.75476 )%|
+   FunTupleBase_Particles/Tuple              #=56      Sum=56          Eff=|( 100.0000 +- 0.00000 )%|
 
 HLTControlFlowMgr                      INFO Histograms converted successfully according to request.
 ToolSvc                                INFO Removing all tools created by ToolSvc
-RootCnvSvc                             INFO Disconnected data IO:79F21D74-0775-11ED-AC44-54AB3A714112 [root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/B2JpsiK_spruce.dst]
+RootCnvSvc                             INFO Disconnected data IO:7BD6C5D4-1699-11EE-86CB-FA163E3B6EBB [root://eoslhcb.cern.ch//eos/lhcb/wg/dpa/wp3/tests/b_to_ksttaumu_test_isolation.dst]
 RFileCnv                               INFO dumping contents of /NTUPLES/FILE1
-TFile: name=davinci_ntuple_ft.root, title=Gaudi Trees, option=CREATE
+TFile: name=b_to_ksttaumu_test_isolation.root, title=Gaudi Trees, option=CREATE
 ******************************************************************************
 *Tree    :DecayTree : DecayTree                                              *
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-*        :          : Tree compression factor =   1.56                       *
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+*        :          : Tree compression factor =   1.59                       *
 ******************************************************************************
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+*Br   19 :indx      : indx/I                                                 *
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 NTupleSvc                              INFO NTuples saved successfully
 ApplicationMgr                         INFO Application Manager Finalized successfully
-- 
GitLab