Source code for skim.WGs.semileptonic

#!/usr/bin/env python3
# -*- coding: utf-8 -*-

##########################################################################
# basf2 (Belle II Analysis Software Framework)                           #
# Author: The Belle II Collaboration                                     #
#                                                                        #
# See git log for contributors and copyright holders.                    #
# This file is licensed under LGPL-3.0, see LICENSE.md.                  #
##########################################################################

"""(Semi-)Leptonic Working Group Skim list building functions for semi-leptonic analyses.
"""

import modularAnalysis as ma
from skim.standardlists.charm import (loadKForBtoHadrons, loadPiForBtoHadrons,
                                      loadStdD0, loadStdDplus, loadStdDstar0,
                                      loadStdDstarPlus, loadPiSkimHighEff,
                                      loadKSkimHighEff, loadSlowPi,
                                      loadSkimHighEffD0_Kpi, loadSkimHighEffDstarPlus_D0pi_Kpi,
                                      loadSkimHighEffD0_Kpipipi, loadSkimHighEffDstarPlus_D0pi_Kpipipi,
                                      loadStdD0_eff20_Kpipi0, loadStdDstarPlus_D0pi_Kpipi0_eff20)
from skim.standardlists.lightmesons import loadStdPi0ForBToHadrons
from skim import BaseSkim, fancy_skim_header
from stdCharged import stdE, stdK, stdMu, stdPi
from stdPhotons import stdPhotons
from stdPi0s import stdPi0s
from stdV0s import stdKshorts
from variables import variables as vm

__liaison__ = "Shanette De La Motte <shanette.delamotte@adelaide.edu.au>"
_VALIDATION_SAMPLE = "mdst14.root"


[docs]@fancy_skim_header class PRsemileptonicUntagged(BaseSkim): """ Reconstructed decay modes: * :math:`B^0 \\to \\pi^- e^+` * :math:`B^0 \\to \\pi^- \\mu^+` Event-level cuts: * :math:`\\text{foxWolframR2} > 0.5` constructed using tracks with :math:`p_T>0.1\\,\\text{GeV}` and clusters with :math:`E>0.1\\,\\text{GeV}`. * :math:`n_{\\text{tracks}} > 4` Cuts on electrons: * :math:`\\text{electronID} > 0.5` * :math:`p > 1.5\\,\\text{GeV}` in CMS frame Cuts on muons: * :math:`\\text{muonID} > 0.5` * :math:`p > 1.5\\,\\text{GeV}` in CMS frame Cuts on pions: * :math:`\\text{pionID}>0.5` * :math:`\\text{muonID}<0.2` * :math:`0.060\\,\\text{GeV}<p<0.220\\,\\text{GeV}` in CMS frame Cuts on partially reconstructed :math:`B` mesons: * :math:`\\cos\\theta_{\\ell,\\,\\pi}<0` in CMS frame. """ __authors__ = ["Lucien Cremaldi", "Racha Cheaib", "Romulus Godang"] __description__ = "Skim for partial reconstruction analysis in leptonic group." __contact__ = __liaison__ __category__ = "physics, semileptonic" validation_sample = _VALIDATION_SAMPLE
[docs] def load_standard_lists(self, path): stdE("all", path=path) stdMu("all", path=path) stdPi("all", path=path)
[docs] def build_lists(self, path): ma.fillParticleList(decayString="pi+:PRSL_eventshape", cut="pt> 0.1", path=path) ma.fillParticleList(decayString="gamma:PRSL_eventshape", cut="E > 0.1", path=path, loadPhotonBeamBackgroundMVA=False) ma.buildEventShape(inputListNames=["pi+:PRSL_eventshape", "gamma:PRSL_eventshape"], allMoments=False, foxWolfram=True, harmonicMoments=False, cleoCones=False, thrust=False, collisionAxis=False, jets=False, sphericity=False, checkForDuplicates=False, path=path) path = self.skim_event_cuts("foxWolframR2<0.5 and nTracks>4", path=path) ma.cutAndCopyList("e+:PRSemileptonic_1", "e+:all", "useCMSFrame(p) > 1.50 and electronID > 0.5", path=path) ma.cutAndCopyList("mu+:PRSemileptonic_1", "mu+:all", "useCMSFrame(p) > 1.50 and muonID > 0.5", path=path) ma.cutAndCopyList("pi-:PRSemileptonic_1", "pi-:all", "pionID>0.5 and muonID<0.2 and 0.060<useCMSFrame(p)<0.220", path=path) ma.cutAndCopyList("e+:PRSemileptonic_2", "e+:all", "0.600 < useCMSFrame(p) <= 1.50 and electronID > 0.5", path=path) ma.cutAndCopyList("mu+:PRSemileptonic_2", "mu+:all", "0.350 < useCMSFrame(p) <= 1.50 and muonID > 0.5", path=path) ma.cutAndCopyList("pi-:PRSemileptonic_2", "pi-:all", "pionID>0.5 and muonID<0.2 and 0.060<useCMSFrame(p)<0.160", path=path) ma.reconstructDecay("B0:PRSemileptonic_1 -> pi-:PRSemileptonic_1 e+:PRSemileptonic_1", "useCMSFrame(cos(daughterAngle(0,1)))<0.00", 1, path=path) ma.reconstructDecay("B0:PRSemileptonic_2 -> pi-:PRSemileptonic_1 mu+:PRSemileptonic_1", "useCMSFrame(cos(daughterAngle(0,1)))<0.00", 2, path=path) ma.reconstructDecay("B0:PRSemileptonic_3 -> pi-:PRSemileptonic_2 e+:PRSemileptonic_2", "useCMSFrame(cos(daughterAngle(0,1)))<1.00", 3, path=path) ma.reconstructDecay("B0:PRSemileptonic_4 -> pi-:PRSemileptonic_2 mu+:PRSemileptonic_2", "useCMSFrame(cos(daughterAngle(0,1)))<1.00", 4, path=path) return ["B0:PRSemileptonic_1", "B0:PRSemileptonic_2"]
[docs] def validation_histograms(self, path): # NOTE: the validation package is not part of the light releases, so this import # must be made here rather than at the top of the file. from validation_tools.metadata import create_validation_histograms ma.copyLists('B0:all', self.SkimLists, path=path) ma.buildRestOfEvent('B0:all', path=path) ma.appendROEMask('B0:all', 'basic', 'pt>0.05 and -2<dr<2 and -4.0<dz<4.0', 'E>0.05', path=path) ma.buildContinuumSuppression('B0:all', 'basic', path=path) vm.addAlias('d0_p', 'daughter(0, p)') vm.addAlias('d1_p', 'daughter(1, p)') vm.addAlias('MissM2', 'weMissM2(basic,0)') histogramFilename = f'{self}_Validation.root' create_validation_histograms( rootfile=histogramFilename, particlelist='B0:all', variables_1d=[ ('Mbc', 100, 4.0, 5.3, 'Mbc', __liaison__, '', ''), ('d0_p', 100, 0, 5.2, 'Signal-side pion momentum', __liaison__, '', ''), ('d1_p', 100, 0, 5.2, 'Signal-side lepton momentum', __liaison__, '', ''), ('MissM2', 100, -5, 5, 'Missing mass squared', __liaison__, '', '') ], variables_2d=[('deltaE', 100, -5, 5, 'Mbc', 100, 4.0, 5.3, 'Mbc vs deltaE', __liaison__, '', '')], path=path)
[docs]@fancy_skim_header class SLUntagged(BaseSkim): """ Cuts applied: * :math:`p_{\\ell} > 0.35\\,\\text{GeV}` * :math:`5.24 < M_{\\text{bc}} < 5.29` * :math:`|\\Delta E | < 0.5` * :math:`n_{\\text{tracks}} > 4` Reconstructed decays: * :math:`B^+ \\to \\overline{D}^{0} e^+` * :math:`B^+ \\to \\overline{D}^{0} \\mu^+` * :math:`B^+ \\to \\overline{D}^{*0} e^+` * :math:`B^+ \\to \\overline{D}^{*0} \\mu^+` * :math:`B^0 \\to D^{-} e^+` * :math:`B^0 \\to D^{-} \\mu^+` * :math:`B^0 \\to D^{*-} e^+` * :math:`B^0 \\to D^{*-} \\mu^+` """ __authors__ = ["Phillip Urquijo", "Racha Cheaib"] __description__ = ( "Skim for semileptonic decays, :math:`B` decays " "(:math:`B \\to D \\ell\\nu`, where :math:`\\ell=e,\\mu`)" ) __contact__ = __liaison__ __category__ = "physics, semileptonic" validation_sample = _VALIDATION_SAMPLE
[docs] def load_standard_lists(self, path): stdE("all", path=path) stdK("all", path=path) stdMu("all", path=path) stdPi("all", path=path) stdPi("loose", path=path) stdPhotons("loose", path=path, loadPhotonBeamBackgroundMVA=False) stdPi0s("eff40_May2020", path=path, loadPhotonBeamBackgroundMVA=False) stdKshorts(path=path) loadStdPi0ForBToHadrons(path=path) loadPiForBtoHadrons(path=path) loadKForBtoHadrons(path=path) loadStdD0(path=path) loadStdDstar0(path=path) loadStdDplus(path=path) loadStdDstarPlus(path=path)
[docs] def build_lists(self, path): ma.cutAndCopyList("e+:SLUntagged", "e+:all", "p>0.35", True, path=path) ma.cutAndCopyList("mu+:SLUntagged", "mu+:all", "p>0.35", True, path=path) Bcuts = "5.24 < Mbc < 5.29 and abs(deltaE) < 0.5" BplusChannels = ["anti-D0:all e+:SLUntagged", "anti-D0:all mu+:SLUntagged", "anti-D*0:all e+:SLUntagged", "anti-D*0:all mu+:SLUntagged" ] B0Channels = ["D-:all e+:SLUntagged", "D-:all mu+:SLUntagged", "D*-:all e+:SLUntagged", "D*-:all mu+:SLUntagged" ] bplusList = [] for chID, channel in enumerate(BplusChannels): ma.reconstructDecay(f"B+:SLUntagged_{chID} -> {channel}", Bcuts, chID, path=path) ma.applyCuts(f"B+:SLUntagged_{chID}", "nTracks>4", path=path) bplusList.append(f"B+:SLUntagged_{chID}") b0List = [] for chID, channel in enumerate(B0Channels): ma.reconstructDecay(f"B0:SLUntagged_{chID} -> {channel}", Bcuts, chID, path=path) ma.applyCuts(f"B0:SLUntagged_{chID}", "nTracks>4", path=path) b0List.append(f"B0:SLUntagged_{chID}") return b0List + bplusList
[docs] def validation_histograms(self, path): # NOTE: the validation package is not part of the light releases, so this import # must be made here rather than at the top of the file. from validation_tools.metadata import create_validation_histograms ma.copyLists('B+:all', [lst for lst in self.SkimLists if "B+" in lst], path=path) ma.buildRestOfEvent('B+:all', path=path) ma.appendROEMask('B+:all', 'basic', 'pt>0.05 and -2<dr<2 and -4.0<dz<4.0', 'E>0.05', path=path) ma.buildContinuumSuppression('B+:all', 'basic', path=path) vm.addAlias('d1_p', 'daughter(1,p)') vm.addAlias('MissM2', 'weMissM2(basic,0)') histogramFilename = f'{self}_Validation.root' create_validation_histograms( rootfile=histogramFilename, particlelist='B+:all', variables_1d=[ ('cosThetaBetweenParticleAndNominalB', 100, -6.0, 4.0, 'cosThetaBY', __liaison__, '', ''), ('Mbc', 100, 4.0, 5.3, 'Mbc', __liaison__, '', ''), ('d1_p', 100, 0, 5.2, 'Signal-side lepton momentum', __liaison__, '', ''), ('MissM2', 100, -5, 5, 'Missing mass squared', __liaison__, '', '') ], variables_2d=[('deltaE', 100, -5, 5, 'Mbc', 100, 4.0, 5.3, 'Mbc vs deltaE', __liaison__, '', '')], path=path)
[docs]@fancy_skim_header class B0toDstarl_Kpi_Kpipi0_Kpipipi(BaseSkim): """ Cuts applied: * ``SkimHighEff tracks thetaInCDCAcceptance AND abs(dr) < 2 AND abs(dz) < 5 AND PID>=0.01`` * ``slowPi tracks thetaInCDCAcceptance AND abs(dr) < 2 AND abs(dz) < 5 AND useCMSFrame(p) < 0.4`` * :math:`2.5 > p_{\\ell} > 1.1\\,\\text{GeV}` * ``lepton with abs(d0) < 0.5 AND abs(z0) < 2 AND thetaInCDCAcceptance AND ID >= 0.95 AND 1.1 < useCMSFrame(p) < 2.5`` * ``1.8 < M_D0 < 2.0`` * ``DM_Dstar_D < 0.16`` Reconstructed decays: * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^-) e^+`, * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^- \\pi^0) e^+`, * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^- \\pi^- \\pi^+) e^+`, * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^-) mu^+`, * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^- \\pi^0) mu^+`, * :math:`B^{0}\\to D^{*-} (D^{0} \\to K^+ \\pi^- \\pi^- \\pi^+) mu^+`, Note: This skim uses `skim.standardlists.charm.loadSkimHighEffD0_Kpi`, `skim.standardlists.charm.loadSkimHighEffD0_Kpipipi` and `skim.standardlists.charm.loadStdD0_eff20_Kpipi0`, where :math:`D^0` channel is defined. `skim.standardlists.charm.loadSkimHighEffDstarPlus_D0pi_Kpi`, `skim.standardlists.charm.loadSkimHighEffDstarPlus_D0pi_Kpipipi`, `skim.standardlists.charm.loadStdDstarPlus_D0pi_Kpipi0_eff20`,where the :math:`D^{*-}` channel is defined. The pion and kaon lists used to define :math:`D^0` and :math:`D^{*-}` are: `skim.standardlists.charm.loadPiSkimHighEff`, `skim.standardlists.charm.loadKSkimHighEff` and `skim.standardlists.charm.loadSlowPi` """ __authors__ = ["Bae Hanwook, Chiara La Licata"] __description__ = "" __contact__ = __liaison__ __category__ = "physics, semileptonic" ApplyHLTHadronCut = True produce_on_tau_samples = False # retention is very close to zero on taupair
[docs] def load_standard_lists(self, path): stdE("all", path=path) stdMu("all", path=path) stdPi("all", path=path) stdK("all", path=path) stdPi0s("eff20_May2020", path=path, loadPhotonBeamBackgroundMVA=False) loadPiSkimHighEff(path=path) loadKSkimHighEff(path=path) loadSlowPi(path=path) loadSkimHighEffD0_Kpi(path=path) loadSkimHighEffDstarPlus_D0pi_Kpi(path=path) loadSkimHighEffD0_Kpipipi(path=path) loadSkimHighEffDstarPlus_D0pi_Kpipipi(path=path) loadStdD0_eff20_Kpipi0(path=path) loadStdDstarPlus_D0pi_Kpipi0_eff20(path=path)
[docs] def build_lists(self, path): ma.cutAndCopyList( 'e+:sig', 'e+:all', 'abs(d0) < 0.5 and abs(z0) < 2 and thetaInCDCAcceptance and electronID >= 0.95 and 1.1 < useCMSFrame(p) < 2.5 ', path=path) ma.cutAndCopyList( 'mu+:sig', 'mu+:all', 'abs(d0) < 0.5 and abs(z0) < 2 and thetaInCDCAcceptance and muonID >= 0.95 and 1.1 < useCMSFrame(p) < 2.5', path=path) B0_channels = ["D*-:D0_Kpi_skimhigheff e+:sig", "D*-:D0_Kpipi0_eff20 e+:sig", "D*-:D0_Kpipipi_skimhigheff e+:sig", "D*-:D0_Kpi_skimhigheff mu+:sig", "D*-:D0_Kpipi0_eff20 mu+:sig", "D*-:D0_Kpipipi_skimhigheff mu+:sig"] B0_list = [] for chID, channel in enumerate(B0_channels): ma.reconstructDecay("B0:Dstl_kpi_kpipi0_kpipipi" + str(chID) + " -> " + channel, "", chID, path=path) B0_list.append("B0:Dstl_kpi_kpipi0_kpipipi" + str(chID)) return B0_list