RPCPostProcessing.py

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#
# Copyright (C) 2002-2025 CERN for the benefit of the ATLAS collaboration
#
 
# local
import RpcRawDataMonitoring.RPCRawDataMonUtils as RPCRawDataMonUtils
import RpcRawDataMonitoring.CoreClass as CoreClass
import RpcRawDataMonitoring.GetLBInfoFromCOOL as GetLBInfoFromCOOL
 
from AthenaCommon.Utils.unixtools import find_datafile
 
 
def readElementFromXML():
  import xml.dom.minidom as Dom
  import os
 
  # -- Get the validation xml file path
  xml_file   = find_datafile("RpcRawDataMonitoring/Element.xml")
 
  if not os.path.isfile(xml_file):
    print ("ERROR: can NOT find xml file: %s!" %xml_file)
    return
 
  dom       = Dom.parse(xml_file)
  root_node = dom.documentElement
  ele_nodes = root_node.childNodes
 
  Dic_panels        = {}
  panel_property    = {}
  BMBO_StationNames = {2, 3, 4, 5, 8, 9, 10, 53}
  for i_node in ele_nodes:
    if i_node.nodeType != 1:
        continue
 
    # node_name = i_node.nodeName
    ele_index = int(i_node.getAttribute("index"))
    
    panel_property["stationName"] = int(i_node.getAttribute("stationName"))
    panel_property["stationEta" ] = int(i_node.getAttribute("stationEta"))
    panel_property["stationPhi" ] = int(i_node.getAttribute("stationPhi"))
    panel_property["doubletR"   ] = int(i_node.getAttribute("doubletR"))
    panel_property["doubletZ"   ] = int(i_node.getAttribute("doubletZ"))
 
    if panel_property["stationName"] in BMBO_StationNames:
      ngasgap = 2
    else:
      ngasgap = 3
 
    for dbPhi in [1,2]:
      for gasgap in range(1, ngasgap+1):
        for measPhi in [0, 1]:
          panel_property["doubletPhi"] = dbPhi
          panel_property["gasGap"]     = gasgap
          panel_property["measPhi"]    = measPhi
          
          panel_index = (ele_index-1)*8 + (dbPhi - 1)*4 + (gasgap - 1)*2 + measPhi
          i_panel  = RPCRawDataMonUtils.Panel(panel_property, panel_index)
 
          if not (panel_index in Dic_panels):
            Dic_panels[panel_index] = i_panel
          else:
            print ("ERROR: duplicated panel index!!!")
 
  print ("RPCPostProcessing::readElementFromXML::INFO: count of read panels = %d" %(len(Dic_panels)))
 
  return Dic_panels
 
 
def getRun(h_run):
  xbins = h_run.GetNbinsX()
  runs  = []
 
  for i_bin in range(1, xbins+1):
    if h_run.GetBinContent(i_bin) > 0:
      runs.append(int(h_run.GetBinLowEdge(i_bin))+1)
 
  return runs
 
 
def make_evt_lumi(inputs):
  h_NEvt_LB = inputs[0][1][0].Clone()
  h_run     = inputs[0][1][1].Clone()
  runs      = getRun(h_run)
 
  Dic_LBLumi = GetLBInfoFromCOOL.GetLumiInfoDic(runs[0], runs[-1]+1)
 
  g_name   = 'NEvent_VS_Lumi'
  g_title  = 'NEvent VS Lumi'
  g_Xtitle = 'Inst Luminosity [10^{34} cm^{-2}s^{-1}]'
  g_Ytitle = 'NEvent'
 
  x = []
  y = []
  y_err = []
 
  if Dic_LBLumi is not None:
    print ("len(Dic_LBLumi) = ", len(Dic_LBLumi))
 
    for LB, lbInfo in Dic_LBLumi.items():
      if lbInfo['AtlasPhysics'] == 'false' or float(lbInfo['Duration'])<50.:
        continue
 
      hit_content = h_NEvt_LB.GetBinContent(LB)
      hit_err     = h_NEvt_LB.GetBinError(LB) 
 
      x.append( float(lbInfo['InstLumi']) )
      y.append( hit_content )
      y_err.append( hit_err )
 
  x_err = [0]*len(x)
 
  g = RPCRawDataMonUtils.creatGraph(x, y, x_err, y_err, g_name, g_title, g_Xtitle, g_Ytitle)
  
  return [g]
 
 
def make_hit_rate(inputs):
  h_hit_panels = inputs[0][1][0].Clone() # "NPRDHit_Panels_All"
  h_NEvt_LB    = inputs[0][1][1].Clone() # evtLB
  h_run        = inputs[0][1][2].Clone() # run
  
  runs       = getRun(h_run)
  if len(runs) > 1:
    print ("make_hit_rate::WARNING - Input file contain data in ", len(runs), " **runs**, which should only include 1-run and full data !!!")
    return
 
  dic_hists             = {}
 
  Dic_LBLumi = GetLBInfoFromCOOL.GetLumiInfoDic(runs[0], runs[0]+1)
  
  if Dic_LBLumi is not None:
    print ("len(Dic_LBLumi) = ", len(Dic_LBLumi))
    # GetLBInfoFromCOOL.printLumiInfo(Dic_LBLumi)
 
    DicPanels  = readElementFromXML()
 
    
    draw_occu = CoreClass.Draw_Occupancy(h_hit_panels)
    draw_occu.SetPanelDic(DicPanels)
    draw_occu.SetLumiInfoDic(Dic_LBLumi)
    draw_occu.doNEvtScale(h_NEvt_LB)
 
    h_name   = "NPRDHit_Panels_All"
 
    # -----------------------------------------------------------------------
    list_hist_all         = []
    list_hist_layer       = []
    list_hist_subDetector = []
    for i_var in ["p0", "p1", "chi2", "predRate", "meanRate"]:
      
      list_hist1D_secLayer = draw_occu.GetHist1D_ySectorsAndLayers([h_name, i_var])
      
      
      list_hist1D_panels   = draw_occu.GetHist1D_yPanels([h_name, i_var])
      
      list_hist_all += list_hist1D_secLayer+list_hist1D_panels
    
      
      list_summary_allSectorsAndLayers  = draw_occu.GetSummary_allSectorsAndLayers([h_name, i_var])
 
      
      list_hist2d_EtaPhi_allLayer       = draw_occu.GetHist2D_EtaPhi_allLayer([h_name, i_var])
 
      list_hist_layer += list_summary_allSectorsAndLayers+list_hist2d_EtaPhi_allLayer
 
      
      if i_var in ["p0", "chi2", "predRate"]:
        list_summary_eachSectorsAndLayers = draw_occu.GetSummary_eachSectorsAndLayers([h_name, i_var])
 
        list_hist_subDetector += list_summary_eachSectorsAndLayers
 
    getHistNames(list_hist_all, "Muon/MuonRawDataMonitoring/RPC/RpcOccupancy/HitRate_vs_InstLumi", dic_hists)
    getHistNames(list_hist_layer, "Muon/MuonRawDataMonitoring/RPC/RpcOccupancy/HitRate_vs_InstLumi/Layers", dic_hists)
    getHistNames(list_hist_subDetector, "Muon/MuonRawDataMonitoring/RPC/RpcOccupancy/HitRate_vs_InstLumi/SubDetector", dic_hists)
 
  return dic_hists
 
 
def make_2dhits(inputs):
  hist_2dhits = inputs[0][1][0].Clone() #"NPRDHit_Panels_All"
  hist_projY  = hist_2dhits.ProjectionY("NPRDHit_Panels_All_py")
  DicPanels   = readElementFromXML()
 
  draw_hits = CoreClass.Draw_2DCount(hist_projY)
  draw_hits.SetPanelDic(DicPanels)
  
  h_name  = "NPRDHit_Panels_All_py"
 
  # -----------------------------------------------------------------------
  variable   = "prdhits"
  config     = [h_name, variable]
  dic_histos = {}
 
  
  list_hist2d_EtaPhi_allLayer      = draw_hits.GetHist2D_EtaPhi_allLayer(config, doSetZRange = False)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/RpcOccupancy/Hits", dic_histos)
 
  return dic_histos
 
 
 
def make_hitMulti(inputs):
  hist = inputs[0][1][0].Clone()
  DicPanels  = readElementFromXML()
 
  print ("make_hitMulti - hist = ", hist)
 
  draw_hitmulti = CoreClass.Draw_HitMultiplicity(hist)
  draw_hitmulti.SetPanelDic(DicPanels)
 
  # -----------------------------------------------------------------------
  # draw hit multiplicity
  h_name   = "HitMultiplicity_Panels"
  variable = "hitMultiplicity"
 
  
  list_hist1D_secLayer_hitMu = draw_hitmulti.GetHist1D_ySectorsAndLayers([h_name, variable])
  
  
  list_hist1D_panels_hitMu   = draw_hitmulti.GetHist1D_yPanels([h_name, variable])
 
  # -----------------------------------------------------------------------
  # draw cluster size
  h2_CS    = "ClusterSize_Panels"
  variable = "averageClusterSize"
  hist_clus = inputs[0][1][1].Clone()
  draw_clus = CoreClass.Draw_HitMultiplicity(hist_clus)
  draw_clus.SetPanelDic(DicPanels)
  
  
  list_hist1D_secLayer_cluster = draw_hitmulti.GetHist1D_ySectorsAndLayers([h2_CS, variable])
  
  
  list_hist1D_panels_cluster   = draw_hitmulti.GetHist1D_yPanels([h2_CS, variable])
 
  return list_hist1D_secLayer_hitMu+list_hist1D_panels_hitMu+list_hist1D_secLayer_cluster+list_hist1D_panels_cluster
 
 
def make_detection_eff(inputs):
  hist = inputs[0][1][0].Clone()
  DicPanels  = readElementFromXML()
 
  draw_eff = CoreClass.Draw_DetectEfficiency(hist)
  draw_eff.SetPanelDic(DicPanels)
  
  h_name  = "Detection_Efficiency_MuonFromZ"
 
  # -----------------------------------------------------------------------
  variable   = "detEff"
  config     = [h_name, variable]
  dic_histos = {}
 
  
  list_summary_allSectorsAndLayers = draw_eff.GetSummary_allSectorsAndLayers(config)
  getHistNames(list_summary_allSectorsAndLayers, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/MuonDetectionEff", dic_histos)
 
  
  list_summary_eachSectorsAndLayers= draw_eff.GetSummary_eachSectorsAndLayers(config)
  getHistNames(list_summary_eachSectorsAndLayers, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/MuonDetectionEff/SubDetector", dic_histos)
 
  
  list_hist2d_EtaPhi_allLayer      = draw_eff.GetHist2D_EtaPhi_allLayer(config)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/MuonDetectionEff", dic_histos)
 
  
  list_hist1D_secLayer             = draw_eff.GetHist1D_ySectorsAndLayers(config)
  getHistNames(list_hist1D_secLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/MuonDetectionEff", dic_histos)
 
  
  list_hist1D_panels               = draw_eff.GetHist1D_yPanels(config)
  getHistNames(list_hist1D_panels, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/MuonDetectionEff", dic_histos)
 
  return dic_histos
 
 
def make_2d_nmuons_Z(inputs):
  hist_eff = inputs[0][1][0].Clone() #"Detection_Efficiency_MuonFromZ"
  DicPanels   = readElementFromXML()
 
  dic_histos = {}
  
  hist_num = hist_eff.GetPassedHistogram()
  draw_hits = CoreClass.Draw_2DCount(hist_num)
  draw_hits.SetPanelDic(DicPanels)
  
  # -----------------------------------------------------------------------
  h_name     = "Muon_Z_ex2RpcPanelWithHit"
  variable   = "muon_Z_num"
  config     = [h_name, variable]
 
  # "muon_Z_num_layer[1-8]_measPhi[01]",
  list_hist2d_EtaPhi_allLayer      = draw_hits.GetHist2D_EtaPhi_allLayer(config, doSetZRange = False)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/NMuon", dic_histos)
 
  
  hist_num = hist_eff.GetTotalHistogram()
  draw_hits = CoreClass.Draw_2DCount(hist_num)
  draw_hits.SetPanelDic(DicPanels)
  
  # -----------------------------------------------------------------------
  h_name     = "Muon_Z_ex2RpcPanel"
  variable   = "muon_Z_den"
  config     = [h_name, variable]
 
  # "muon_Z_den_layer[1-8]_measPhi[01]",
  list_hist2d_EtaPhi_allLayer      = draw_hits.GetHist2D_EtaPhi_allLayer(config, doSetZRange = False)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/NMuon", dic_histos)
 
  return dic_histos
 
 
def make_2d_nmuons_all(inputs):
  hist_eff = inputs[0][1][0].Clone() #"Detection_Efficiency_AllMuons"
  DicPanels   = readElementFromXML()
 
  dic_histos = {}
  
  hist_num = hist_eff.GetPassedHistogram()
  draw_hits = CoreClass.Draw_2DCount(hist_num)
  draw_hits.SetPanelDic(DicPanels)
  
  # -----------------------------------------------------------------------
  h_name     = "Muon_all_ex2RpcPanelWithHit"
  variable   = "muon_all_num"
  config     = [h_name, variable]
 
  # "muon_all_num_layer[1-8]_measPhi[01]",
  list_hist2d_EtaPhi_allLayer      = draw_hits.GetHist2D_EtaPhi_allLayer(config, doSetZRange = False)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/NMuon", dic_histos)
 
  
  hist_num = hist_eff.GetTotalHistogram()
  draw_hits = CoreClass.Draw_2DCount(hist_num)
  draw_hits.SetPanelDic(DicPanels)
  
  # -----------------------------------------------------------------------
  h_name     = "Muon_all_ex2RpcPanel"
  variable   = "muon_all_den"
  config     = [h_name, variable]
 
  # "muon_all_den_layer[1-8]_measPhi[01]",
  list_hist2d_EtaPhi_allLayer      = draw_hits.GetHist2D_EtaPhi_allLayer(config, doSetZRange = False)
  getHistNames(list_hist2d_EtaPhi_allLayer, "Muon/MuonRawDataMonitoring/RPC/TrackMatch/NMuon", dic_histos)
 
  return dic_histos
 
 
def make_hitFrac(inputs):
  DicPanels  = readElementFromXML()
 
 
  # -----------------------------------------------------------------------
  # out-of-time fraction of hits
  # -----------------------------------------------------------------------
  hist = inputs[0][1][0].Clone()
  draw_histFrac = CoreClass.Draw_HitOuttimeFraction(hist)
  draw_histFrac.SetPanelDic(DicPanels)
 
  h_name = "OuttimeHitFraction_PRDHit"
  var     = "outTimeHitFrac"
  config  = [h_name, var]
 
  
  list_hist1D_secLayer_hitFrac = draw_histFrac.GetHist1D_ySectorsAndLayers(config)
 
  
  list_hist1D_panels_hitFrac   = draw_histFrac.GetHist1D_yPanels(config)
 
  # -----------------------------------------------------------------------
  # out-of-time fraction of hits on track
  # -----------------------------------------------------------------------
  hist_onTrack = inputs[0][1][1].Clone()
  draw_histFrac_onTrack = CoreClass.Draw_HitOuttimeFraction(hist_onTrack)
  draw_histFrac_onTrack.SetPanelDic(DicPanels)
 
  h_name = "OuttimeHitFraction_PRDHit_onTrack"
  var     = "outTimeHitFrac_onTrack"
  config  = [h_name, var]
 
  
  list_hist1D_secLayer_hitFracOnTrack = draw_histFrac_onTrack.GetHist1D_ySectorsAndLayers(config)
 
  
  list_hist1D_panels_hitFracOnTrack   = draw_histFrac_onTrack.GetHist1D_yPanels(config)
 
  return list_hist1D_secLayer_hitFrac+list_hist1D_panels_hitFrac+list_hist1D_secLayer_hitFracOnTrack+list_hist1D_panels_hitFracOnTrack
 
 
 
def getHistNames(hist_list, prefix, dic_hist):
    for i_hist in hist_list:
        i_name = "%s/%s" %(prefix, i_hist.GetName())
        dic_hist[i_name] = i_hist
 
 
 
if __name__ ==  '__main__':
  print ("RPCPostProcessing:  Hello, World !")
 
  # infile = ROOT.TFile("ExampleMonitorOutput.root", "READ")
  # hist  = infile.Get("run_358615/Muon/MuonRawDataMonitoring/RPC/RpcOccupancy/NPRDHit_Panels_All")
  # inputs = [[0, [hist]]]
  # dic_ = make_2dhits(inputs)