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Improvements to DQM axis in ECal and PN, adding ECal BDT pass histo #1508

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Jan 13, 2025
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Improvements to DQM axis in ECal and PN, adding ECal BDT pass histo #1508

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78 changes: 40 additions & 38 deletions DQM/python/dqm.py
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Original file line number Diff line number Diff line change
Expand Up @@ -247,7 +247,7 @@ def __init__(self,name="EcalDigiVerify") :
"Number of noisy RecHits" , 100 , -0.5 , 99.5 )

self.build1DHistogram( "total_rec_energy" ,
"Total Reconstructed Energy in ECal [MeV]" , 800 , 0. , 8000. )
"Total Reconstructed Energy in ECal [MeV]" , 800 , 0. , 11000. )

self.build2DHistogram( "sim_edep__rec_amplitude" ,
"Simulated [MeV]" , 1000 , 0. , 50. ,
Expand All @@ -267,13 +267,13 @@ def __init__(self,name="EcalShowerFeatures") :
self.build1DHistogram('num_readout_hits',
'Num Readout Hits',100,0,300)
self.build1DHistogram('summed_det',
'Total Rec Energy [MeV]',800,0.,8000.)
'Total Rec Energy [MeV]',600,0.,12000.)
self.build1DHistogram('summed_iso',
'Total Isolated Energy [MeV]',400,0.,4000.)
'Total Isolated Energy [MeV]',600,0.,12000.)
self.build1DHistogram('summed_back',
'Total Back Energy [MeV]',400,0.,4000.)
'Total Back Energy [MeV]',500,0.,10000.)
self.build1DHistogram('max_cell_dep',
'Maximum Single-Cell Energy Dep [MeV]',100,0.,1000.)
'Maximum Single-Cell Energy Dep [MeV]',200,0.,2000.)
self.build1DHistogram('shower_rms',
'Transverse Shower RMS [mm]',200,0.,200.)
self.build1DHistogram('x_std',
Expand All @@ -285,11 +285,11 @@ def __init__(self,name="EcalShowerFeatures") :
self.build1DHistogram('std_layer_hit',
'Std Dev Layer Hit',20,0.,20.)
self.build1DHistogram('e_containment_energy',
'Electron Containment Energy [MeV]',200,0.,8000.)
'Electron Containment Energy [MeV]',200,0.,10000.)
self.build1DHistogram('ph_containment_energy',
'Photon Containment Energy [MeV]',200,0.,8000.)
'Photon Containment Energy [MeV]',200,0.,10000.)
self.build1DHistogram('out_containment_energy',
'Outside Containment Energy [MeV]',200,0.,8000.)
'Outside Containment Energy [MeV]',200,0.,10000.)

class EcalMipTrackingFeatures(ldmxcfg.Analyzer) :
"""Configured EcalMipTrackingFeatures python object """
Expand All @@ -302,22 +302,22 @@ def __init__(self,name="EcalMipTrackingFeatures") :

self.build1DHistogram('n_straight_tracks',
'Num Straight Tracks',30,-0.5,29.5)
self.build1DHistogram('n_linreg_tracks',
'Num Linear Regression Tracks',15,-0.5,14.5)
self.build1DHistogram('n_linreg_segments',
'Num Linear Regression Segments',30,-0.5,29.5)
self.build1DHistogram('first_near_photon_layer',
'First Near Photon Layer',34,-0.5,34.5)
self.build1DHistogram('ep_ang',
'Electron Photon Angle',90,0.,90.)
'Electron Photon Angle [degrees]',90,0.,90.)
self.build1DHistogram('ep_sep',
'Electron Photon Separation',180,0.,180.)
self.build1DHistogram('recoil_pz',
'Recoil electron pz',200,-200.,8000.)
'Recoil electron p_{z} [MeV]',200,-200.,8000.)
self.build1DHistogram('recoil_pt',
'Recoil electron p_{T}',200,0,2000.)
'Recoil electron p_{T} [MeV]',200,0,2000.)
self.build1DHistogram('recoil_x',
'Recoil electron x',100,-300.,300.)
'Recoil electron x [mm]',100,-300.,300.)
self.build1DHistogram('recoil_y',
'Recoil electron y',100,-300.,300.)
'Recoil electron y [mm]',100,-300.,300.)


class EcalVetoResults(ldmxcfg.Analyzer) :
Expand All @@ -335,6 +335,8 @@ def __init__(self,name="EcalVetoResults") :
'-log(1-BDT discriminating score)',100,0.,5.)
self.build1DHistogram('fiducial',
'Recoil eletron fiducial',2,-0.5,1.5)
self.build1DHistogram('bdt_pass',
'Event passed the ECal BDT',2,-0.5,1.5)

class SimObjects(ldmxcfg.Analyzer) :
"""Configuration for sim-level objects to histogram-ize
Expand Down Expand Up @@ -453,63 +455,63 @@ def __init__(self,name='PN', verbose=False, count_light_ions=True) :
self.build1DHistogram("1n_event_type" , "", 7, -1, 6)
self.build1DHistogram("pn_particle_mult" , "Photo-nuclear Multiplicity", 200, 0, 200)
self.build1DHistogram("pn_neutron_mult", "Photo-nuclear Neutron Multiplicity", 200,0, 200)
self.build1DHistogram("pn_gamma_energy" , "#gamma Energy (MeV)", 500, 0, 5000)
self.build1DHistogram("pn_total_ke" , "Total Kineitc Energy of Photo-Nuclear Products(MeV)", 500, 0, 5000)
self.build1DHistogram("pn_total_neutron_ke" , "Total Kineitc Energy of Photo-Nuclear Neutrons (MeV)", 500, 0, 5000)
self.build1DHistogram("1n_neutron_energy" , "Neutron Energy (MeV)", 500, 0, 5000)
self.build1DHistogram("1n_energy_diff" , "E(#gamma_{PN}) - E(n) (MeV)", 500, 0, 5000)
self.build1DHistogram("pn_gamma_energy" , "#gamma Energy (MeV)", 500, 0, 10000)
self.build1DHistogram("pn_total_ke" , "Total Kineitc Energy of Photo-Nuclear Products(MeV)", 500, 0, 10000)
self.build1DHistogram("pn_total_neutron_ke" , "Total Kineitc Energy of Photo-Nuclear Neutrons (MeV)", 500, 0, 10000)
self.build1DHistogram("1n_neutron_energy" , "Neutron Energy (MeV)", 500, 0, 10000)
self.build1DHistogram("1n_energy_diff" , "E(#gamma_{PN}) - E(n) (MeV)", 500, 0, 10000)
self.build1DHistogram("1n_energy_frac" , "E(n)/E(#gamma_{PN}) (MeV)", 500, 0, 1)
self.build1DHistogram("2n_n2_energy" , "Energy of second hardest neutron (MeV)", 500, 0, 5000)
self.build1DHistogram("2n_n2_energy" , "Energy of second hardest neutron (MeV)", 500, 0, 10000)
self.build1DHistogram("2n_energy_frac" , "E(n)/E(#gamma_{PN}) (MeV)", 500, 0, 1)
self.build1DHistogram("2n_energy_other" , "E_{other} (MeV)", 500, 0, 5000)
self.build1DHistogram("1kp_energy" , "Charged Kaon Energy (MeV)", 500, 0, 5000)
self.build1DHistogram("1kp_energy_diff" , "E(#gamma_{PN}) - E(K#pm) (MeV)", 500, 0, 5000)
self.build1DHistogram("2n_energy_other" , "E_{other} (MeV)", 500, 0, 10000)
self.build1DHistogram("1kp_energy" , "Charged Kaon Energy (MeV)", 500, 0, 10000)
self.build1DHistogram("1kp_energy_diff" , "E(#gamma_{PN}) - E(K#pm) (MeV)", 500, 0, 100000)
self.build1DHistogram("1kp_energy_frac" , "E(K#pm)/E(#gamma_{PN}) (MeV)", 500, 0, 1)
self.build1DHistogram("1k0_energy" , "K0 Energy (MeV)", 500, 0, 5000)
self.build1DHistogram("1k0_energy_diff" , "E(#gamma_{PN}) - E(K0) (MeV)", 500, 0, 5000)
self.build1DHistogram("1k0_energy" , "K0 Energy (MeV)", 500, 0, 10000)
self.build1DHistogram("1k0_energy_diff" , "E(#gamma_{PN}) - E(K0) (MeV)", 500, 0, 10000)
self.build1DHistogram("1k0_energy_frac" , "E(K0)/E(#gamma_{PN}) (MeV)", 500, 0, 1)

self.build1DHistogram("recoil_vertex_x", "Recoil e^{-} Vertex - x (mm)", 40, -40, 40)
self.build1DHistogram("recoil_vertex_y", "Recoil e^{-} Vertex - y (mm)", 80, -80, 80)
self.build1DHistogram("recoil_vertex_z", "Recoil e^{-} Vertex - z (mm)", 20, -750, -650)
self.build1DHistogram("recoil_vertex_z", "Recoil e^{-} Vertex - z (mm)", 20, -950, -850)

self.build1DHistogram("pn_gamma_int_z", "#gamma Interaction Vertex (mm)", 50, 200, 400)
self.build1DHistogram("pn_gamma_vertex_z", "#gamma Vertex (mm)", 1000, -5, 5)
self.build1DHistogram("pn_gamma_vertex_x", "#gamma Vertex (mm)", 80, -40, 40)
self.build1DHistogram("pn_gamma_vertex_y", "#gamma Vertex (mm)", 160, -80, 80)

self.build1DHistogram("hardest_ke", "Kinetic Energy Hardest Photo-nuclear Particle (MeV)", 400, 0, 4000)
self.build1DHistogram("hardest_ke", "Kinetic Energy Hardest Photo-nuclear Particle (MeV)", 400, 0, 8000)
self.build1DHistogram("hardest_theta", "#theta of Hardest Photo-nuclear Particle (Degrees)", 360, 0, 180)
self.build1DHistogram("hardest_p_ke", "Kinetic Energy Hardest Photo-nuclear Proton (MeV)", 400, 0, 4000)
self.build1DHistogram("hardest_p_ke", "Kinetic Energy Hardest Photo-nuclear Proton (MeV)", 400, 0, 8000)
self.build1DHistogram("hardest_p_theta", "#theta of Hardest Photo-nuclear Proton (Degrees)", 360, 0, 180)
self.build1DHistogram("hardest_n_ke", "Kinetic Energy Hardest Photo-nuclear Neutron (MeV)", 400, 0, 4000)
self.build1DHistogram("hardest_n_ke", "Kinetic Energy Hardest Photo-nuclear Neutron (MeV)", 400, 0, 8000)
self.build1DHistogram("hardest_n_theta", "#theta of Hardest Photo-nuclear Neutron (Degrees)", 360, 0, 180)
self.build1DHistogram("hardest_pi_ke", "Kinetic Energy Hardest Photo-nuclear #pi (MeV)", 400, 0, 4000)
self.build1DHistogram("hardest_pi_ke", "Kinetic Energy Hardest Photo-nuclear #pi (MeV)", 400, 0, 8000)
self.build1DHistogram("hardest_pi_theta", "#theta of Hardest Photo-nuclear #pi (Degrees)", 360, 0, 180)

self.build2DHistogram("h_ke_h_theta",
"Kinetic Energy Hardest Photo-nuclear Particle (MeV)",
400, 0, 4000,
400, 0, 8000,
"#theta of Hardest Photo-nuclear Particle (Degrees)",
360, 0, 180)

self.build2DHistogram("1n_ke:2nd_h_ke",
"Kinetic Energy of Leading Neutron (MeV)",
400, 0, 4000,
400, 0, 8000,
"Kinetic Energy of 2nd Hardest Particle",
400, 0, 4000)
400, 0, 8000)

self.build2DHistogram("1kp_ke:2nd_h_ke",
"Kinetic Energy of Leading Charged Kaon (MeV)",
400, 0, 4000,
400, 0, 8000,
"Kinetic Energy of 2nd Hardest Particle",
400, 0, 4000)
400, 0, 8000)

self.build2DHistogram("1k0_ke:2nd_h_ke",
"Kinetic Energy of Leading K0 (MeV)",
400, 0, 4000,
400, 0, 8000,
"Kinetic Energy of 2nd Hardest Particle",
400, 0, 4000)
400, 0, 8000)

self.build2DHistogram("recoil_vertex_x:recoil_vertex_y",
"Recoil electron vertex x (mm)",
Expand Down
2 changes: 1 addition & 1 deletion DQM/src/DQM/EcalMipTrackingFeatures.cxx
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Original file line number Diff line number Diff line change
Expand Up @@ -17,7 +17,7 @@ void EcalMipTrackingFeatures::analyze(const framework::Event &event) {
event.getObject<ldmx::EcalVetoResult>(ecal_veto_name_, ecal_veto_pass_)};

histograms_.fill("n_straight_tracks", veto.getNStraightTracks());
histograms_.fill("n_linreg_tracks", veto.getNLinRegTracks());
histograms_.fill("n_linreg_segments", veto.getNLinRegTracks());
histograms_.fill("first_near_photon_layer", veto.getFirstNearPhLayer());
histograms_.fill("ep_ang", veto.getEPAng());
histograms_.fill("ep_sep", veto.getEPSep());
Expand Down
1 change: 1 addition & 0 deletions DQM/src/DQM/EcalVetoResults.cxx
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Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,7 @@ void EcalVetoResults::analyze(const framework::Event &event) {
histograms_.fill("bdt_disc", veto.getDisc());
histograms_.fill("bdt_disc_log", -std::log10(1 - veto.getDisc()));
histograms_.fill("fiducial", veto.getFiducial());
histograms_.fill("bdt_pass", veto.passesVeto());

return;
}
Expand Down
2 changes: 1 addition & 1 deletion Validation/src/Validate/ecal.py
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Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,7 @@ def mip_tracking(d : Differ, out_dir = None) :
d.plot1d(col, name, out_dir = out_dir, legend_kw = dict(loc='upper left'))

features = [
('EcalMipTrackingFeatures/EcalMipTrackingFeatures_n_linreg_tracks', 'Number of Linear Regression Tracks'),
('EcalMipTrackingFeatures/EcalMipTrackingFeatures_n_linreg_segments', 'Number of Linear Regression Segments'),
('EcalMipTrackingFeatures/EcalMipTrackingFeatures_first_near_photon_layer', 'First Near Photon Layer'),
('EcalMipTrackingFeatures/EcalMipTrackingFeatures_ep_ang', 'Electron Photon Angle [degree]'),
('EcalMipTrackingFeatures/EcalMipTrackingFeatures_ep_sep', 'Electron Photon Separation'),
Expand Down
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