From 4906acf460ebd5e246a35dc2e334bb4f67207138 Mon Sep 17 00:00:00 2001
From: Dan Guest <daniel.hay.guest@cern.ch>
Date: Mon, 17 Feb 2025 18:56:01 +0000
Subject: [PATCH] Merge of !77747 and !77764 to work around reference file
updates
Apply 1 suggestion(s) to 1 file(s)
Co-authored-by: Dan Guest <daniel.hay.guest@cern.ch>
---
.../python/BTaggingContent.py | 11 ++++
.../python/FtagDerivationConfig.py | 31 ++--------
...OCSSKSoftDropBeta100Zcut10JetsCPContent.py | 1 +
.../DerivationFrameworkPhys/python/PHYS.py | 7 ---
.../Root/DataPrepUtilities.cxx | 4 +-
.../python/FlavorTagNNConfig.py | 3 +-
.../JetTagAlgs/BTagging/python/BTagConfig.py | 15 ++++-
.../BTagging/python/JetBTagginglessConfig.py | 56 ++++++++++++-------
.../BTagging/python/TrackLeptonConfig.py | 28 ++++++++++
.../python/BTaggingConfigFlags.py | 27 +++++++++
Tools/WorkflowTestRunner/python/References.py | 12 ++--
11 files changed, 132 insertions(+), 63 deletions(-)
create mode 100644 PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/TrackLeptonConfig.py
diff --git a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/BTaggingContent.py b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/BTaggingContent.py
index 478f9419b8d..ea1fe03481b 100644
--- a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/BTaggingContent.py
+++ b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/BTaggingContent.py
@@ -191,6 +191,17 @@ def BTaggingXbbContent(jetcol, ConfigFlags = None):
def BTagginglessContent(jetcol, ConfigFlags=None):
BTaggingRun3AuxVar = _getVars("GN2v01", extra_flavours=['tau'])
+
+ for gn3_dev in ['GN3V00', 'GN3PflowV00', 'GN3MuonsV00']:
+ BTaggingRun3AuxVar += _getVars(gn3_dev, extra_flavours=['tau',], flip_modes=['SimpleFlip'])
+
+ BTaggingRun3AuxVar += _getVars(
+ "GN3PflowMuonsV00",
+ extra_flavours=['tau', 'ud', 'g', 's', 'quark'],
+ flip_modes=['SimpleFlip']
+ )
+ BTaggingRun3AuxVar += ['GN3PflowMuonsV00_ptFromTruthDressedWZJet']
+
isRun4 = _isRun4(ConfigFlags)
aux = BTaggingRun3AuxVar if not isRun4 else []
btagcontent = _getVariableList(jetcol, aux)
diff --git a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/FtagDerivationConfig.py b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/FtagDerivationConfig.py
index b8e2bb08187..bda3e80ac2a 100644
--- a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/FtagDerivationConfig.py
+++ b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkFlavourTag/python/FtagDerivationConfig.py
@@ -6,11 +6,9 @@ from AthenaConfiguration.ComponentFactory import CompFactory
from BTagging.BTagConfig import BTagAlgsCfg, GetTaggerTrainingMap
from BTagging.JetBTagginglessConfig import JetBTagginglessAlgCfg
from BTagging.BTagTrackAugmenterAlgConfig import BTagTrackAugmenterAlgCfg
+from BTagging.TrackLeptonConfig import TrackLeptonDecorationCfg
from JetTagCalibration.JetTagCalibConfig import JetTagCalibCfg
-from ElectronPhotonSelectorTools.AsgElectronLikelihoodToolsConfig import AsgElectronLikelihoodToolCfg
-from ElectronPhotonSelectorTools.LikelihoodEnums import LikeEnum
-from MuonSelectorTools.MuonSelectorToolsConfig import MuonSelectionToolCfg
from AthenaConfiguration.Enums import LHCPeriod
import ParticleJetTools.ParentDecoratorConfig as pdc
@@ -59,7 +57,7 @@ def FtagJetCollectionsCfg(cfgFlags, jet_cols, pv_cols=None,
# decorate tracks with detailed truth info and reco lepton info
acc.merge(trackTruthDecorator(cfgFlags))
- acc.merge(trackLeptonDecorator(cfgFlags))
+ acc.merge(TrackLeptonDecorationCfg(cfgFlags))
# Treat large-R jets as a special case
largeRJetCollection = 'AntiKt10UFOCSSKSoftDropBeta100Zcut10Jets'
@@ -120,7 +118,10 @@ def BTagLargeRDecoration(cfgFlags, jet_col):
for nnFile in nnFiles:
# ugly string parsing to get the tagger name
tagger_name = nnFile.split('/')[-3]
-
+ # separate calse for JetCalibTools models
+ if nnFile.split('/')[0] == "JetCalibTools":
+ # not technically a tagger, but works in this code
+ tagger_name = nnFile.split('_')[-2]
acc.addEventAlgo(
CompFactory.FlavorTagDiscriminants.JetTagDecoratorAlg(
f'{jet_col}{tagger_name}JetTagAlg',
@@ -172,26 +173,6 @@ def tagSingleJetCollection(cfgFlags, jet_col, pv_col,
return acc
-def trackLeptonDecorator(cfgFlags) -> ComponentAccumulator:
- """Decorate tracks with information about reconstructed leptons"""
- acc = ComponentAccumulator()
-
- electronID_tool = acc.popToolsAndMerge(
- AsgElectronLikelihoodToolCfg(cfgFlags, name="ftagElectronID", quality=LikeEnum.VeryLoose)
- )
- muonID_tool = acc.popToolsAndMerge( # loose quality selection
- MuonSelectionToolCfg(cfgFlags, name="ftagMuonID", MuQuality=2, MaxEta=2.5)
- )
- acc.addEventAlgo(CompFactory.FlavorTagDiscriminants.TrackLeptonDecoratorAlg(
- 'TrackLeptonDecoratorAlg',
- trackContainer=_getTrackCollection(cfgFlags),
- electronSelectionTool=electronID_tool,
- muonSelectionTool=muonID_tool,
- ))
-
- return acc
-
-
def trackTruthDecorator(cfgFlags) -> ComponentAccumulator:
"""Decorate tracks with detailed truth information."""
acc = ComponentAccumulator()
diff --git a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkJetEtMiss/python/AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsCPContent.py b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkJetEtMiss/python/AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsCPContent.py
index 6d4dbf83d14..65802bd13c8 100644
--- a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkJetEtMiss/python/AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsCPContent.py
+++ b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkJetEtMiss/python/AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsCPContent.py
@@ -9,6 +9,7 @@ AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsCPContent = [
"AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsAux.Parent.DetectorEta.DetectorY",
"AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsAux.GhostCHadronsFinalCount.GhostBHadronsFinalCount",
"AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsAux.R10TruthLabel_R21Precision.R10TruthLabel_R21Precision_2022v1.R10TruthLabel_R22v1",
+"AntiKt10UFOCSSKSoftDropBeta100Zcut10JetsAux.bJR10v00_mass.bJR10v00_pt.bJR10v00Ext_mass.bJR10v00Ext_pt.bJR10v01_mass.bJR10v01_pt",
"AntiKt10UFOCSSKJets",
"AntiKt10UFOCSSKJetsAux.NumTrkPt500.GhostAntiKtVR30Rmax4Rmin02PV0TrackJets.PartonTruthLabelID",
"AntiKt10TruthSoftDropBeta100Zcut10Jets",
diff --git a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkPhys/python/PHYS.py b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkPhys/python/PHYS.py
index c1d3638d161..0e20912b0fe 100644
--- a/PhysicsAnalysis/DerivationFramework/DerivationFrameworkPhys/python/PHYS.py
+++ b/PhysicsAnalysis/DerivationFramework/DerivationFrameworkPhys/python/PHYS.py
@@ -147,13 +147,6 @@ def PHYSCoreCfg(flags, name_tag='PHYS', StreamName='StreamDAOD_PHYS', TriggerLis
for score in ["phbb", "phcc", "ptop", "pqcd"]:
extraList.append(f"{tagger}_{score}")
PHYSSlimmingHelper.ExtraVariables += ["AntiKt10UFOCSSKSoftDropBeta100Zcut10Jets." + ".".join(extraList)]
-
- # Large-Radius jet regression extra content
- extraListReg = []
- modelName = "bJR10v00"
- for score in ["mass", "pt"]:
- extraListReg.append(f"{modelName}_{score}")
- PHYSSlimmingHelper.ExtraVariables += ["AntiKt10UFOCSSKSoftDropBeta100Zcut10Jets." + ".".join(extraListReg)]
# Truth extra content
if flags.Input.isMC:
diff --git a/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/Root/DataPrepUtilities.cxx b/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/Root/DataPrepUtilities.cxx
index 3d5acb194e1..a7d91540a8f 100644
--- a/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/Root/DataPrepUtilities.cxx
+++ b/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/Root/DataPrepUtilities.cxx
@@ -209,8 +209,8 @@ namespace FlavorTagDiscriminants {
}
StringRegexes flip_converters {
- {"(GN1[^_]*|GN2[^_]*)"_r, "$1" + flip_name},
- {"(GN1[^_]*|GN2[^_]*)_(.*)"_r, "$1" + flip_name + "_$2"},
+ {"(GN1[^_]*|GN2[^_]*|GN3[^_]*)"_r, "$1" + flip_name},
+ {"(GN1[^_]*|GN2[^_]*|GN3[^_]*)_(.*)"_r, "$1" + flip_name + "_$2"},
{"(IP[23]D)_(.*)"_r, "$1Neg_$2"},
{"(rnnip|(?:dips|DIPS)[^_]*)_(.*)"_r, "$1flip_$2"},
{"(JetFitter|SV1|JetFitterSecondaryVertex)_(.*)"_r, "$1Flip_$2"},
diff --git a/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/python/FlavorTagNNConfig.py b/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/python/FlavorTagNNConfig.py
index 325ae400b70..7118371026c 100644
--- a/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/python/FlavorTagNNConfig.py
+++ b/PhysicsAnalysis/JetTagging/FlavorTagDiscriminants/python/FlavorTagNNConfig.py
@@ -225,6 +225,7 @@ def MultifoldGNNCfg(
useBTaggingObject=None,
tag_requirements=set(),
defaultOutputValues={},
+ foldHashName='jetFoldRankHash',
):
common = commonpath(nnFilePaths)
nn_name = '_'.join(PurePath(common).with_suffix('').parts)
@@ -280,7 +281,7 @@ def MultifoldGNNCfg(
constituentContainer=TrackCollection,
decorator=FTD.MultifoldGNNTool(
name=f'{algname}_tool',
- foldHashName='jetFoldHash',
+ foldHashName=foldHashName,
nnFiles=nnFilePaths,
flipTagConfig=FlipConfig,
variableRemapping=remapping,
diff --git a/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/BTagConfig.py b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/BTagConfig.py
index 073908ad9bb..32590846785 100644
--- a/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/BTagConfig.py
+++ b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/BTagConfig.py
@@ -57,7 +57,9 @@ def GetTaggerTrainingMap(inputFlags, jet_col):
"BTagging/20230413/gn2xwithmassv00/antikt10ufo/network.onnx",
"BTagging/20230705/gn2xv01/antikt10ufo/network.onnx",
"BTagging/20240925/GN2Xv02/antikt10ufo/network.onnx",
- "JetCalibTools/CalibArea-00-04-83/CalibrationFactors/MC20_bbJES_ak10csskufo_Sep24_calibFactors.onnx", # GN2X-based regression model
+ "JetCalibTools/CalibArea-00-04-83/CalibrationFactors/MC20_bbJES_ak10csskufo_Sep24_calibFactors.onnx", # bJR10v00
+ "JetCalibTools/CalibArea-00-04-83/CalibrationFactors/bbJESJMS_calibFactors_R22_MC20_CSSKUFO_bJR10v00Ext_20250212.onnx", # bJR10v00Ext
+ "JetCalibTools/CalibArea-00-04-83/CalibrationFactors/bbJESJMS_calibFactors_R22_MC20MC23_CSSKUFO_bJR10v01_20250212.onnx" # bJR10v01
],
"HLT_AntiKt4EMPFlowJets_subresjesgscIS_ftf_TLA": [
"BTagging/20220314/dipsLoose/antikt4empflow/network.json", # input to DL1dv01
@@ -384,11 +386,15 @@ def BTagAlgsCfg(
# multifold models, at the moment this is only supported via inputFlags
for networks in inputFlags.BTagging.NNs.get(jetcol, []):
- assert len(networks['folds']) > 1
+ assert isinstance(networks['folds'], list)
dirnames = [Path(path).parent for path in networks['folds']]
assert len(set(dirnames)) == 1, 'Different folds should be located in the same dir'
dirname = str(dirnames[0])
+ # skip ghost association: not suppoted on the BTagging object
+ if not networks.get('cone_association'):
+ continue
+
args = dict(
flags=inputFlags,
BTaggingCollection=BTagCollection,
@@ -397,6 +403,9 @@ def BTagAlgsCfg(
remapping=networks.get('remapping', {}),
JetCollection=jetcol,
)
+ if foldHashName := networks.get('hash'):
+ args['foldHashName'] = foldHashName
+
# disable GN2v01 if there are 0 tracks
if '/GN2v01/' in dirname:
@@ -430,7 +439,7 @@ def _get_flip_config(nn_path):
return ['FLIP_SIGN']
if 'rnnip' in nn_path or 'dips' in nn_path:
return ['NEGATIVE_IP_ONLY']
- if 'gn1' in nn_path or 'gn2' in nn_path:
+ if 'gn1' in nn_path or 'gn2' in nn_path or 'gn3' in nn_path:
return ['SIMPLE_FLIP']
else:
return []
diff --git a/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/JetBTagginglessConfig.py b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/JetBTagginglessConfig.py
index a4949c654a1..3032199ed47 100644
--- a/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/JetBTagginglessConfig.py
+++ b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/JetBTagginglessConfig.py
@@ -7,16 +7,19 @@ from AthenaConfiguration.ComponentFactory import CompFactory
from BTagging.JetParticleAssociationAlgConfig import JetParticleAssociationAlgCfg
from BTagging.BTagTrackAugmenterAlgConfig import BTagTrackAugmenterAlgCfg
+from BTagging.BTagConfig import _get_flip_config
+from BTagging.TrackLeptonConfig import TrackLeptonDecorationCfg
from FlavorTagDiscriminants.FlavorTagNNConfig import MultifoldGNNCfg
from pathlib import Path
+
def JetBTagginglessAlgCfg(
- cfgFlags,
- JetCollection,
- pv_col='PrimaryVertices',
- trackAugmenterPrefix=None,
- fast=False):
+ cfgFlags,
+ JetCollection,
+ pv_col='PrimaryVertices',
+ trackAugmenterPrefix=None,
+ fast=False):
"""
Run flavour tagging on jet collection in derivations.
@@ -44,33 +47,48 @@ def JetBTagginglessAlgCfg(
prefix=trackAugmenterPrefix,
))
- acc.merge(JetParticleAssociationAlgCfg(
- cfgFlags,
- JetCollection,
- trackCollection,
- JetTrackAssociator,
- ))
-
for networks in cfgFlags.BTagging.NNs.get(JetCollection, []):
- assert len(networks['folds']) > 1
+ assert isinstance(networks['folds'], list)
dirnames = [Path(path).parent for path in networks['folds']]
assert len(set(dirnames)) == 1, 'Different folds should be located in the same dir'
dirname = str(dirnames[0])
+ if 'Muon' in dirname:
+ acc.merge(TrackLeptonDecorationCfg(cfgFlags))
+
args = dict(
- flags=cfgFlags,
- JetCollection=JetCollection,
- TrackCollection=trackCollection,
- nnFilePaths=networks['folds'],
- remapping=networks.get('remapping', {}),
+ flags=cfgFlags,
+ JetCollection=JetCollection,
+ TrackCollection=trackCollection,
+ nnFilePaths=networks['folds'],
+ remapping=networks.get('remapping', {}),
)
+ if foldHashName := networks.get('hash'):
+ args['foldHashName'] = foldHashName
+
+ if networks.get('cone_association'):
+ acc.merge(JetParticleAssociationAlgCfg(
+ cfgFlags,
+ JetCollection,
+ trackCollection,
+ JetTrackAssociator,
+ ))
+ else:
+ args['remapping'].setdefault(
+ 'BTagTrackToJetAssociator', 'GhostTrack')
+
if '/GN2v01/' in dirname:
args['tag_requirements'] = {'nonzeroTracks'}
acc.merge(MultifoldGNNCfg(**args))
- return acc
+ # add flip taggers
+ if cfgFlags.BTagging.RunFlipTaggers and networks.get('flip', True):
+ for flip_config in _get_flip_config(dirname):
+ acc.merge(MultifoldGNNCfg(**args, FlipConfig=flip_config))
+
+ return acc
def _fastCfg(flags, pv, tc, pfx):
diff --git a/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/TrackLeptonConfig.py b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/TrackLeptonConfig.py
new file mode 100644
index 00000000000..7917f19fc2f
--- /dev/null
+++ b/PhysicsAnalysis/JetTagging/JetTagAlgs/BTagging/python/TrackLeptonConfig.py
@@ -0,0 +1,28 @@
+# Copyright (C) 2002-2024 CERN for the benefit of the ATLAS collaboration
+
+from ElectronPhotonSelectorTools.AsgElectronLikelihoodToolsConfig import AsgElectronLikelihoodToolCfg
+from MuonSelectorTools.MuonSelectorToolsConfig import MuonSelectionToolCfg
+from ElectronPhotonSelectorTools.LikelihoodEnums import LikeEnum
+
+from AthenaConfiguration.ComponentAccumulator import ComponentAccumulator
+from AthenaConfiguration.ComponentFactory import CompFactory
+
+
+def TrackLeptonDecorationCfg(cfgFlags) -> ComponentAccumulator:
+ """Decorate tracks with information about reconstructed leptons"""
+ acc = ComponentAccumulator()
+
+ electronID_tool = acc.popToolsAndMerge(
+ AsgElectronLikelihoodToolCfg(cfgFlags, name="ftagElectronID", quality=LikeEnum.VeryLoose)
+ )
+ muonID_tool = acc.popToolsAndMerge( # loose quality selection
+ MuonSelectionToolCfg(cfgFlags, name="ftagMuonID", MuQuality=2, MaxEta=2.5)
+ )
+ acc.addEventAlgo(CompFactory.FlavorTagDiscriminants.TrackLeptonDecoratorAlg(
+ 'TrackLeptonDecoratorAlg',
+ trackContainer="InDetTrackParticles",
+ electronSelectionTool=electronID_tool,
+ muonSelectionTool=muonID_tool,
+ ))
+
+ return acc
diff --git a/PhysicsAnalysis/JetTagging/JetTagConfig/python/BTaggingConfigFlags.py b/PhysicsAnalysis/JetTagging/JetTagConfig/python/BTaggingConfigFlags.py
index 4614976012b..667c604e508 100644
--- a/PhysicsAnalysis/JetTagging/JetTagConfig/python/BTaggingConfigFlags.py
+++ b/PhysicsAnalysis/JetTagging/JetTagConfig/python/BTaggingConfigFlags.py
@@ -76,19 +76,45 @@ def runFlipTag(flags):
return isRun3Derivation(flags)
def getNNs(flags):
+ '''
+ Gets the paths of models to run via MultiFoldTagger.
+ '''
# dummy for now
caldir = 'BTagging/20231205/GN2v01/antikt4empflow'
pf_nns = [f'{caldir}/network_fold{n}.onnx' for n in range(4)]
+
+ # We can save our results to the jet container, rather than the b-tagging container
+ # but this functionality is not yet setup for non multi-fold taggers. The easiest (/hackiest)
+ # solution is to pass all the GN3 paths below as seperate single-fold-multi-fold-taggers
+ # But this *should* be cleaned up at some point
+ # Note also, reco tests failing due to leptonID missing, so for now don't run taggers unless derivation
+ # https://gitlab.cern.ch/atlas/athena/-/merge_requests/77764#note_9063625
+ gn3_paths = [
+ "BTagging/20250213/GN3V00/antikt4empflow/network.onnx", # Only tracks
+ "BTagging/20250213/GN3PflowV00/antikt4empflow/network.onnx", # Tracks+PFlow
+ "BTagging/20250213/GN3MuonsV00/antikt4empflow/network.onnx", # Tracks+Muons
+ "BTagging/20250213/GN3PflowMuonsV00/antikt4empflow/network.onnx", # Tracks+Muons+PFlow
+ ] if isRun3Derivation(flags) else [
+ "BTagging/20250213/GN3V00/antikt4empflow/network.onnx", # Only tracks
+ "BTagging/20250213/GN3PflowV00/antikt4empflow/network.onnx", # Tracks+PFlow
+ ]
+
return {
'AntiKt4EMPFlowJets': [
{
'folds': pf_nns,
+ 'hash': 'jetFoldHash',
+ 'cone_association': True,
},
+ *[{'folds' : [nn_path]} for nn_path in gn3_paths]
],
'AntiKt4EMPFlowCustomVtxJets': [
{
'folds': pf_nns,
+ 'hash': 'jetFoldHash',
+ 'cone_association': True
},
+ *[{'folds' : [nn_path]} for nn_path in gn3_paths]
]
}
@@ -151,5 +177,6 @@ def createBTaggingConfigFlags():
# - folds: list of NNs to run
# - remapping (optional): any variable remapping
btagcf.addFlag("BTagging.NNs", getNNs)
+
return btagcf
diff --git a/Tools/WorkflowTestRunner/python/References.py b/Tools/WorkflowTestRunner/python/References.py
index 50f2f45c7ed..1233d28c6d1 100644
--- a/Tools/WorkflowTestRunner/python/References.py
+++ b/Tools/WorkflowTestRunner/python/References.py
@@ -30,16 +30,16 @@ references_map = {
"q452": "v32",
"q454": "v47",
# Derivations
- "data_PHYS_Run2": "v42",
+ "data_PHYS_Run2": "v43",
"data_PHYSLITE_Run2": "v24",
- "data_PHYS_Run3": "v42",
+ "data_PHYS_Run3": "v43",
"data_PHYSLITE_Run3": "v25",
- "mc_PHYS_Run2": "v54",
+ "mc_PHYS_Run2": "v55",
"mc_PHYSLITE_Run2": "v28",
- "mc_PHYS_Run3": "v57",
+ "mc_PHYS_Run3": "v58",
"mc_PHYSLITE_Run3": "v31",
- "af3_PHYS_Run2": "v4",
+ "af3_PHYS_Run2": "v5",
"af3_PHYSLITE_Run2": "v5",
- "af3_PHYS_Run3": "v38",
+ "af3_PHYS_Run3": "v39",
"af3_PHYSLITE_Run3": "v32",
}
--
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