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EXOnanoAODv1 producers and setup #48502

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8901e72
Including EXOnanoAODv1 custom constent
Dec 8, 2025
91ee1bc
Update PhysicsTools/NanoAOD/python/custom_displacedtau_cff.py
kerstinlovisa Feb 19, 2026
9953a84
code-format correction
Feb 20, 2026
e514f2b
Corrected for additional PR comments
Mar 12, 2026
8263cc1
code format
Mar 12, 2026
abeed7b
Updating DisTauTag.cc test_vector to test_score
Apr 7, 2026
3e58d5f
Merge branch 'master' into EXOnanoAODv1
kerstinlovisa Apr 7, 2026
e890a13
code format fix
Apr 7, 2026
450de32
Merge branch 'EXOnanoAODv1' of https://github.com/kerstinlovisa/cmssw…
Apr 7, 2026
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12 changes: 12 additions & 0 deletions Configuration/PyReleaseValidation/python/relval_nano.py
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Original file line number Diff line number Diff line change
Expand Up @@ -306,6 +306,9 @@ def subnext(self):
steps['BTVNANO_mc15.0'] = merge([{'-s': 'NANO:@BTV,DQM:@nanoAODDQM', '-n': '1000'},
steps['NANO_mc15.0']])

steps['EXONANO_mc15.0'] = merge([{'-s': 'PAT,NANO:@EXO', '-n': '1000'},
steps['NANO_mc15.0']])

steps['lepTrackInfoNANO_mc15.0'] = merge([{'-s': 'NANO:@LepTrackInfo,DQM:@nanoAODDQM', '-n': '1000'},
steps['NANO_mc15.0']])

Expand All @@ -323,10 +326,14 @@ def subnext(self):

# ====== DATA ======
lumis_Run2025C = {392175: [[95, 542]]}
lumis_Run2025C_Muon0 = {392997: [[146, 202]]}

steps['JetMET1_Run2025C_MINIAOD_150X'] = {'INPUT': InputInfo(
location='STD', ls=lumis_Run2025C, dataSet='/JetMET1/Run2025C-PromptReco-v1/MINIAOD')}

steps['Muon0_Run2025C_AOD_150X'] = {'INPUT': InputInfo(
location='STD',ls=lumis_Run2025C_Muon0, dataSet='/Muon0/Run2025C-PromptReco-v1/AOD')}

steps['ScoutingPFRun3_Run2025C_HLTSCOUT_150X'] = {'INPUT': InputInfo(location='STD', ls=lumis_Run2025C,
dataSet='/ScoutingPFRun3/Run2025C-v1/HLTSCOUT')}

Expand All @@ -350,6 +357,9 @@ def subnext(self):
steps['BTVNANO_data15.0'] = merge([{'-s': 'NANO:@BTV,DQM:@nanoAODDQM', '-n': '1000'},
steps['NANO_data15.0']])

steps['EXONANO_data15.0'] = merge([{'-s': 'PAT,NANO:@EXO', '-n': '1000'},
steps['NANO_data15.0']])

steps['lepTrackInfoNANO_data15.0'] = merge([{'-s': 'NANO:@LepTrackInfo,DQM:@nanoAODDQM', '-n': '1000'},
steps['NANO_data15.0']])

Expand Down Expand Up @@ -495,6 +505,7 @@ def subnext(self):
workflows[_wfn()] = ['ScoutingNANOmc150X', ['TTbar_13p6_Summer24_MINIAOD_150X', 'scoutingNANO_mc15.0']]
workflows[_wfn()] = ['ScoutingNANOwithPromptmc150X', ['TTbar_13p6_Summer24_MINIAOD_150X', 'scoutingNANO_withPrompt_mc15.0']]
workflows[_wfn()] = ['BPHNANOmc150X', ['TTbar_13p6_Summer24_MINIAOD_150X', 'BPHNANO_mc15.0']]
workflows[_wfn()] = ['EXONANOmc150X', ['TTbar_13p6_Summer24_AOD_140X', 'EXONANO_mc15.0']]

# POG/PAG custom NANOs, data
_wfn.subnext()
Expand All @@ -507,6 +518,7 @@ def subnext(self):
workflows[_wfn()] = ['ScoutingNANOdata150Xrun3', ['ScoutingPFRun3_Run2025C_HLTSCOUT_150X', 'scoutingNANO_data15.0']]
workflows[_wfn()] = ['ScoutingNANOwithPromptdata150Xrun3', ['ScoutingPFMonitor_Run2025C_MINIAOD_150X', 'scoutingNANO_withPrompt_data15.0']] # noqa
workflows[_wfn()] = ['BPHNANOdata150Xrun3', ['JetMET1_Run2025C_MINIAOD_150X', 'BPHNANO_data15.0']]
workflows[_wfn()] = ['EXONANOdata150Xrun3', ['Muon0_Run2025C_AOD_150X', 'EXONANO_data15.0']]

# DPG custom NANOs, data
_wfn.subnext()
Expand Down
191 changes: 191 additions & 0 deletions PhysicsTools/NanoAOD/interface/DisTauTagScaling.h
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Original file line number Diff line number Diff line change
@@ -0,0 +1,191 @@
namespace scaling {
struct PfCand {
inline static const std::vector<std::vector<float>> mean = {{0, 0},
{50.0, 50.0},
{0.0, 0.0},
{0.0, 0.0},
{0.09469, 0.09469},
{0, 0},
{0, 0},
{0, 0},
{5.0, 5.0},
{5.0, 5.0},
{6.442, 6.442},
{0, 0},
{-0.01635, -0.01635},
{0.02704, 0.02704},
{-0.01443, -0.01443},
{0.05551, 0.05551},
{11.16, 11.16},
{13.53, 13.53},
{0.5, 0.5},
{0.5, 0.5},
{1.3, 1.3},
{0.5, 0.5},
{0, 0},
{0, 0}};
inline static const std::vector<std::vector<float>> std = {{1, 1}, {50.0, 50.0},
{3.0, 3.0}, {3.141592653589793, 3.141592653589793},
{0.0651, 0.0651}, {1, 1},
{1, 1}, {1, 1},
{5.0, 5.0}, {5.0, 5.0},
{8.344, 8.344}, {1, 1},
{2.4, 2.4}, {0.08913, 0.08913},
{7.444, 7.444}, {0.5998, 0.5998},
{60.39, 60.39}, {6.44, 6.44},
{0.5, 0.5}, {0.5, 0.5},
{1.3, 1.3}, {0.5, 0.5},
{1, 1}, {1, 1}};
inline static const std::vector<std::vector<float>> lim_min = {
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-1.0, -1.0},
{-1.0, -1.0},
{-1.0, -1.0},
{-5, -5},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-1.0, -1.0},
{-1.0, -1.0},
{-5, -5},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-5, -5},
{-5, -5},
{-5, -5},
{-5, -5},
{-5, -5},
{-5, -5},
{-1.0, -1.0},
{-1.0, -1.0},
{-1.0, -1.0},
{-1.0, -1.0},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()}};
inline static const std::vector<std::vector<float>> lim_max = {
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{1.0, 1.0},
{1.0, 1.0},
{1.0, 1.0},
{5, 5},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{1.0, 1.0},
{1.0, 1.0},
{5, 5},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{5, 5},
{5, 5},
{5, 5},
{5, 5},
{5, 5},
{5, 5},
{1.0, 1.0},
{1.0, 1.0},
{1.0, 1.0},
{1.0, 1.0},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()}};
};
struct PfCandCategorical {
inline static const std::vector<std::vector<float>> mean = {{0, 0}, {0, 0}, {0, 0}};
inline static const std::vector<std::vector<float>> std = {{1, 1}, {1, 1}, {1, 1}};
inline static const std::vector<std::vector<float>> lim_min = {
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()},
{-std::numeric_limits<float>::infinity(), -std::numeric_limits<float>::infinity()}};
inline static const std::vector<std::vector<float>> lim_max = {
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()},
{std::numeric_limits<float>::infinity(), std::numeric_limits<float>::infinity()}};
};
}; // namespace scaling

namespace setupSizes {
const inline long int output_classes = 2;
const inline size_t n_Global = 5;
const inline size_t n_PfCand = 24;
const inline size_t nSeq_PfCand = 50;
const inline size_t n_PfCandCategorical = 3;
const inline size_t nSeq_PfCandCategorical = 50;
const inline std::vector<std::string> CellObjectTypes{"PfCand", "PfCandCategorical"};
}; // namespace setupSizes

enum class Global_Features { jet_pt = 0, jet_eta = 1, Lxy = 2, Lz = 3, Lrel = 4 };

enum class PfCand_Features {
pfCand_valid = 0,
pfCand_pt = 1,
pfCand_eta = 2,
pfCand_phi = 3,
pfCand_mass = 4,
pfCand_charge = 5,
pfCand_puppiWeight = 6,
pfCand_puppiWeightNoLep = 7,
pfCand_lostInnerHits = 8,
pfCand_nPixelHits = 9,
pfCand_nHits = 10,
pfCand_hasTrackDetails = 11,
pfCand_dxy = 12,
pfCand_dxy_error = 13,
pfCand_dz = 14,
pfCand_dz_error = 15,
pfCand_track_chi2 = 16,
pfCand_track_ndof = 17,
pfCand_caloFraction = 18,
pfCand_hcalFraction = 19,
pfCand_rawCaloFraction = 20,
pfCand_rawHcalFraction = 21,
pfCand_deta = 22,
pfCand_dphi = 23
};

enum class PfCandCategorical_Features { pfCand_particleType = 0, pfCand_pvAssociationQuality = 1, pfCand_fromPV = 2 };

enum class CellObjectType { PfCand, PfCandCategorical };

template <typename T>
struct FeaturesHelper;

template <>
struct FeaturesHelper<PfCand_Features> {
static constexpr CellObjectType object_type = CellObjectType::PfCand;
static constexpr size_t size = 24;
static constexpr size_t length = 50;
using scaler_type = scaling::PfCand;
};

template <>
struct FeaturesHelper<PfCandCategorical_Features> {
static constexpr CellObjectType object_type = CellObjectType::PfCandCategorical;
static constexpr size_t size = 3;
static constexpr size_t length = 50;
using scaler_type = scaling::PfCandCategorical;
};

using FeatureTuple = std::tuple<PfCand_Features, PfCandCategorical_Features>;

enum class PFParticleType {
Undefined = 0, // undefined
h = 1, // charged hadron
e = 2, // electron
mu = 3, // muon
gamma = 4, // photon
h0 = 5, // neutral hadron
h_HF = 6, // HF tower identified as a hadron
egamma_HF = 7, // HF tower identified as an EM particle
};

inline PFParticleType TranslatePdgIdToPFParticleType(int pdgId) {
static const std::map<int, PFParticleType> type_map = {
{11, PFParticleType::e},
{13, PFParticleType::mu},
{22, PFParticleType::gamma},
{211, PFParticleType::h},
{130, PFParticleType::h0},
{1, PFParticleType::h_HF},
{2, PFParticleType::egamma_HF},
};
auto iter = type_map.find(std::abs(pdgId));
return iter == type_map.end() ? PFParticleType::Undefined : iter->second;
}
10 changes: 10 additions & 0 deletions PhysicsTools/NanoAOD/plugins/BuildFile.xml
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Original file line number Diff line number Diff line change
Expand Up @@ -22,8 +22,17 @@
<use name="FWCore/ParameterSet"/>
<use name="FWCore/ServiceRegistry"/>
<use name="FWCore/Utilities"/>
<use name="FWCore/PluginManager"/>
<use name="Geometry/Records"/>
<use name="Geometry/TrackerGeometryBuilder"/>
<use name="Geometry/RPCGeometry"/>
<use name="Geometry/DTGeometry"/>
<use name="Geometry/CSCGeometry"/>
<use name="IOPool/Provenance"/>
<use name="MagneticField/Records"/>
<use name="PhysicsTools/PatAlgos"/>
<use name="PhysicsTools/RecoUtils"/>
<use name="RecoVertex/KalmanVertexFit"/>
<use name="RecoVertex/VertexPrimitives"/>
<use name="RecoVertex/VertexTools"/>
<library file="*.cc" name="PhysicsToolsNanoAODPlugins">
Expand All @@ -34,6 +43,7 @@
<use name="PhysicsTools/JetMCUtils"/>
<use name="RecoBTag/FeatureTools"/>
<use name="RecoJets/JetAlgorithms"/>
<use name="TrackingTools/IPTools"/>
<use name="TrackingTools/Records"/>
<use name="roottmva"/>
<flags EDM_PLUGIN="1"/>
Expand Down
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