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{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Welcome to JupyROOT 6.28/04\n" ] } ], "source": [ "import uproot\n", "import ROOT\n", "from ROOT import TMultiGraph, TLatex, TCanvas, TFile, TGaxis, TGraphAsymmErrors\n", "from ROOT import gROOT, gStyle, gPad\n", "from ROOT import TEfficiency\n", "\n", "ROOT.gROOT.SetBatch(True)\n", "\n", "\n", "import matplotlib.pyplot as plt\n", "import awkward as ak\n", "import numpy as np\n", "from array import array\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "ename": "", "evalue": "", "output_type": "error", "traceback": [ "\u001b[1;31mThe kernel failed to start due to an error with the 'pyzmq' module. Consider re-installing this module.\n", "\u001b[1;31mClick <a href='https://aka.ms/kernelFailuresPyzmq'>here</a> for more info." ] } ], "source": [ "from collections import defaultdict\n", "\n", "basedict = defaultdict(lambda: defaultdict(dict))" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "def getEfficiencyHistoNames():\n", " return [\"p\", \"pt\", \"phi\", \"eta\", \"nPV\"]\n", "\n", "\n", "def getTrackers(trackers):\n", " return trackers\n", "\n", "#data/resolutions_and_effs_Bd2KstEE_MDmaster.root:Track/...\n", "def getOriginFolders():\n", " basedict = {\n", " \"Velo\": {},\n", " \"Upstream\": {},\n", " \"Forward\": {},\n", " \"Match\": {},\n", " \"BestLong\": {},\n", " \"Seed\": {},\n", " }\n", "\n", " basedict[\"Velo\"][\"folder\"] = \"VeloTrackChecker/\" #evtl anpassen wenn die folders anders heissen\n", " basedict[\"Upstream\"][\"folder\"] = \"UpstreamTrackChecker/\"\n", " basedict[\"Forward\"][\"folder\"] = \"ForwardTrackChecker_7a0dbfa7/\"\n", " basedict[\"Match\"][\"folder\"] = \"MatchTrackChecker_29e3152a/\"\n", " basedict[\"BestLong\"][\"folder\"] = \"BestLongTrackChecker_4ddacce1/\"\n", " basedict[\"Seed\"][\"folder\"] = \"SeedTrackChecker_1b1d5575/\"\n", "\n", " return basedict\n", "\n", "\n", "def getTrackNames():\n", " basedict = {\n", " \"Velo\": {},\n", " \"Upstream\": {},\n", " \"Forward\": {},\n", " \"Match\": {},\n", " \"BestLong\": {},\n", " \"Seed\": {},\n", " }\n", "\n", " basedict[\"Velo\"] = \"Velo\"\n", " basedict[\"Upstream\"] = \"VeloUT\"\n", " basedict[\"Forward\"] = \"Forward\"\n", " basedict[\"Match\"] = \"Match\"\n", " basedict[\"BestLong\"] = \"BestLong\"\n", " basedict[\"Seed\"] = \"Seed\"\n", " return basedict\n", "\n", "trackers = [\"Forward\", \"Match\", \"BestLong\", \"Seed\"]\n", "label = [\"EffChecker\"]\n", "filename = [\"/work/cetin/LHCb/stack/data/resolutions_and_effs_Bd2KstEE_MDmaster.root\"]" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "def get_files(tf, filename, label):\n", " for i, f in enumerate(filename):\n", " tf[label[i]] = TFile(f, \"read\")\n", " return tf\n", "\n", "\n", "def get_nicer_var_string(var: str):\n", " nice_vars = dict(pt=\"p_{T}\", eta=\"#eta\", phi=\"#phi\")\n", " try:\n", " return nice_vars[var]\n", " except KeyError:\n", " return var\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "def Efficiency(numerator, denominator):\n", " return (numerator.GetEntries()+1.)/(denominator.GetEntries()+2.)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "def get_eff(eff, hist, tf, histoName, label, var):\n", " eff = {}\n", " hist = {}\n", " var = get_nicer_var_string(var)\n", " for i, lab in enumerate(label):\n", " numeratorName = histoName + \"_reconstructed\"\n", " numerator = tf[lab].Get(numeratorName)\n", " denominatorName = histoName + \"_reconstructible\"\n", " denominator = tf[lab].Get(denominatorName)\n", " if numerator.GetEntries() == 0 or denominator.GetEntries() == 0:\n", " continue\n", "\n", " teff = Efficiency(numerator, denominator)\n", " #print(\"TBetaAlpha: \"+ str(teff.GetBetaAlpha()))\n", " #print(\"TBetaBeta: \"+ str(teff.GetBetaBeta()))\n", " eff[lab] = teff\n", "\n", " hist[lab] = denominator.Clone()\n", " hist[lab].SetName(\"h_numerator_notElectrons\")\n", " hist[lab].SetTitle(var + \" distribution, not e^{-}\")\n", " if histoName.find(\"strange\") != -1:\n", " hist[lab].SetTitle(var + \" distribution, stranges\")\n", " if histoName.find(\"electron\") != -1:\n", " hist[lab].SetTitle(var + \" distribution, e^{-}\")\n", "\n", " return eff, hist" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "tf = {}\n", "tf = get_files(tf, filename, label)\n", "\n", "latex = TLatex()\n", "latex.SetNDC()\n", "latex.SetTextSize(0.05)\n", "\n", "efficiencyHistoDict = efficiencyHistoDict()\n", "efficiencyHistos = getEfficiencyHistoNames()" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/01_long_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/01_long_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/01_long_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/01_long_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/01_long_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/02_long_P>5GeV_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/02_long_P>5GeV_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/02_long_P>5GeV_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/02_long_P>5GeV_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/02_long_P>5GeV_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/03_long_strange_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/03_long_strange_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/03_long_strange_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/03_long_strange_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/03_long_strange_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/04_long_strange_P>5GeV_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/04_long_strange_P>5GeV_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/04_long_strange_P>5GeV_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/04_long_strange_P>5GeV_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/04_long_strange_P>5GeV_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/05_long_fromB_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/05_long_fromB_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/05_long_fromB_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/05_long_fromB_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/05_long_fromB_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/06_long_fromB_P>5GeV_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/06_long_fromB_P>5GeV_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/06_long_fromB_P>5GeV_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/06_long_fromB_P>5GeV_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/06_long_fromB_P>5GeV_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/10_long_fromB_P>3GeV_Pt>0.5GeV_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/10_long_fromB_P>3GeV_Pt>0.5GeV_Pt\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/10_long_fromB_P>3GeV_Pt>0.5GeV_Phi\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/10_long_fromB_P>3GeV_Pt>0.5GeV_Eta\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/10_long_fromB_P>3GeV_Pt>0.5GeV_nPV\n", "ForwardTrackChecker_7a0dbfa7/\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_P\n", "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Pt\n", "not electrons: 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"BestLongTrackChecker_4ddacce1/\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/01_long_P\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/01_long_Pt\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/01_long_Phi\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/01_long_Eta\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/01_long_nPV\n", "BestLongTrackChecker_4ddacce1/\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/02_long_P>5GeV_P\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/02_long_P>5GeV_Pt\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/02_long_P>5GeV_Phi\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/02_long_P>5GeV_Eta\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/02_long_P>5GeV_nPV\n", "BestLongTrackChecker_4ddacce1/\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/03_long_strange_P\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/03_long_strange_Pt\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/03_long_strange_Phi\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/03_long_strange_Eta\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/03_long_strange_nPV\n", "BestLongTrackChecker_4ddacce1/\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/04_long_strange_P>5GeV_P\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/04_long_strange_P>5GeV_Pt\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/04_long_strange_P>5GeV_Phi\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/04_long_strange_P>5GeV_Eta\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/04_long_strange_P>5GeV_nPV\n", "BestLongTrackChecker_4ddacce1/\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/05_long_fromB_P\n", "not electrons: 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Track/BestLongTrackChecker_4ddacce1/BestLong/10_long_fromB_P>3GeV_Pt>0.5GeV_Pt\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/10_long_fromB_P>3GeV_Pt>0.5GeV_Phi\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/10_long_fromB_P>3GeV_Pt>0.5GeV_Eta\n", "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/10_long_fromB_P>3GeV_Pt>0.5GeV_nPV\n", "SeedTrackChecker_1b1d5575/\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/01_hasT_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/01_hasT_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/01_hasT_Phi\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/01_hasT_Eta\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/01_hasT_nPV\n", "SeedTrackChecker_1b1d5575/\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/02_long_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/02_long_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/02_long_Phi\n", "not 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Track/SeedTrackChecker_1b1d5575/Seed/05_long_fromB_P>5GeV_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/05_long_fromB_P>5GeV_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/05_long_fromB_P>5GeV_Phi\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/05_long_fromB_P>5GeV_Eta\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/05_long_fromB_P>5GeV_nPV\n", "SeedTrackChecker_1b1d5575/\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/08_noVelo+UT+T_strange_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/08_noVelo+UT+T_strange_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/08_noVelo+UT+T_strange_Phi\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/08_noVelo+UT+T_strange_Eta\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/08_noVelo+UT+T_strange_nPV\n", "SeedTrackChecker_1b1d5575/\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/09_noVelo+UT+T_strange_P>5GeV_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/09_noVelo+UT+T_strange_P>5GeV_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/09_noVelo+UT+T_strange_P>5GeV_Phi\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/09_noVelo+UT+T_strange_P>5GeV_Eta\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/09_noVelo+UT+T_strange_P>5GeV_nPV\n", "SeedTrackChecker_1b1d5575/\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/12_noVelo+UT+T_SfromDB_P>5GeV_P\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/12_noVelo+UT+T_SfromDB_P>5GeV_Pt\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/12_noVelo+UT+T_SfromDB_P>5GeV_Phi\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/12_noVelo+UT+T_SfromDB_P>5GeV_Eta\n", "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/12_noVelo+UT+T_SfromDB_P>5GeV_nPV\n" ] }, { "data": { "text/html": [ "<pre>[{Forward_01_long_p: [0.872], Forward_01_long_pt: [0.872], ...},\n", " {Forward_01_long_p: None, Forward_01_long_pt: None, ...},\n", " {Forward_01_long_p: None, Forward_01_long_pt: None, ...},\n", " {Forward_01_long_p: None, Forward_01_long_pt: None, ...}]\n", "---------------------------------------------------------------------------\n", "type: 4 * {\n", " Forward_01_long_p: option[var * float64],\n", " Forward_01_long_pt: option[var * float64],\n", " Forward_01_long_phi: option[var * float64],\n", " Forward_01_long_eta: option[var * float64],\n", " Forward_01_long_nPV: option[var * float64],\n", " "Forward_02_long_P>5GeV_p": option[var * float64],\n", " "Forward_02_long_P>5GeV_pt": option[var * float64],\n", " "Forward_02_long_P>5GeV_phi": option[var * float64],\n", " "Forward_02_long_P>5GeV_eta": option[var * float64],\n", " "Forward_02_long_P>5GeV_nPV": option[var * float64],\n", " Forward_03_long_strange_p: option[var * float64],\n", " Forward_03_long_strange_pt: option[var * float64],\n", " Forward_03_long_strange_phi: option[var * float64],\n", " Forward_03_long_strange_eta: option[var * float64],\n", " Forward_03_long_strange_nPV: option[var * float64],\n", " "Forward_04_long_strange_P>5GeV_p": option[var * float64],\n", " "Forward_04_long_strange_P>5GeV_pt": option[var * float64],\n", " "Forward_04_long_strange_P>5GeV_phi": option[var * float64],\n", " "Forward_04_long_strange_P>5GeV_eta": option[var * float64],\n", " "Forward_04_long_strange_P>5GeV_nPV": option[var * float64],\n", " Forward_05_long_fromB_p: option[var * float64],\n", " Forward_05_long_fromB_pt: option[var * float64],\n", " Forward_05_long_fromB_phi: option[var * float64],\n", " Forward_05_long_fromB_eta: option[var * float64],\n", " Forward_05_long_fromB_nPV: option[var * float64],\n", " "Forward_06_long_fromB_P>5GeV_p": option[var * float64],\n", " "Forward_06_long_fromB_P>5GeV_pt": option[var * float64],\n", " "Forward_06_long_fromB_P>5GeV_phi": option[var * float64],\n", " "Forward_06_long_fromB_P>5GeV_eta": option[var * float64],\n", " "Forward_06_long_fromB_P>5GeV_nPV": option[var * float64],\n", " "Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_p": option[var * float64],\n", " "Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_pt": option[var * float64],\n", " "Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_phi": option[var * float64],\n", " "Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_eta": option[var * float64],\n", " "Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV": option[var * float64],\n", " "Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p": option[var * float64],\n", " "Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt": option[var * float64],\n", " "Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi": option[var * float64],\n", " "Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta": option[var * float64],\n", " "Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV": option[var * float64],\n", " Match_01_long_p: option[var * float64],\n", " Match_01_long_pt: option[var * float64],\n", " Match_01_long_phi: option[var * float64],\n", " Match_01_long_eta: option[var * float64],\n", " Match_01_long_nPV: option[var * float64],\n", " "Match_02_long_P>5GeV_p": option[var * float64],\n", " "Match_02_long_P>5GeV_pt": option[var * float64],\n", " "Match_02_long_P>5GeV_phi": option[var * float64],\n", " "Match_02_long_P>5GeV_eta": option[var * float64],\n", " "Match_02_long_P>5GeV_nPV": option[var * float64],\n", " Match_03_long_strange_p: option[var * float64],\n", " Match_03_long_strange_pt: option[var * float64],\n", " Match_03_long_strange_phi: option[var * float64],\n", " Match_03_long_strange_eta: option[var * float64],\n", " Match_03_long_strange_nPV: option[var * float64],\n", " "Match_04_long_strange_P>5GeV_p": option[var * float64],\n", " "Match_04_long_strange_P>5GeV_pt": option[var * float64],\n", " "Match_04_long_strange_P>5GeV_phi": option[var * float64],\n", " "Match_04_long_strange_P>5GeV_eta": option[var * float64],\n", " "Match_04_long_strange_P>5GeV_nPV": option[var * float64],\n", " Match_05_long_fromB_p: option[var * float64],\n", " Match_05_long_fromB_pt: option[var * float64],\n", " Match_05_long_fromB_phi: option[var * float64],\n", " Match_05_long_fromB_eta: option[var * float64],\n", " Match_05_long_fromB_nPV: option[var * float64],\n", " "Match_06_long_fromB_P>5GeV_p": option[var * float64],\n", " "Match_06_long_fromB_P>5GeV_pt": option[var * float64],\n", " "Match_06_long_fromB_P>5GeV_phi": option[var * float64],\n", " "Match_06_long_fromB_P>5GeV_eta": option[var * float64],\n", " "Match_06_long_fromB_P>5GeV_nPV": option[var * float64],\n", " "Match_10_long_fromB_P>3GeV_Pt>0.5GeV_p": option[var * float64],\n", " "Match_10_long_fromB_P>3GeV_Pt>0.5GeV_pt": option[var * float64],\n", " "Match_10_long_fromB_P>3GeV_Pt>0.5GeV_phi": option[var * float64],\n", " "Match_10_long_fromB_P>3GeV_Pt>0.5GeV_eta": option[var * float64],\n", " "Match_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV": option[var * float64],\n", " "Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p": option[var * float64],\n", " "Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt": option[var * float64],\n", " "Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi": option[var * float64],\n", " "Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta": option[var * float64],\n", " "Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV": option[var * float64],\n", " BestLong_01_long_p: option[var * float64],\n", " BestLong_01_long_pt: option[var * float64],\n", " BestLong_01_long_phi: option[var * float64],\n", " BestLong_01_long_eta: option[var * float64],\n", " BestLong_01_long_nPV: option[var * float64],\n", " "BestLong_02_long_P>5GeV_p": option[var * float64],\n", " "BestLong_02_long_P>5GeV_pt": option[var * float64],\n", " "BestLong_02_long_P>5GeV_phi": option[var * float64],\n", " "BestLong_02_long_P>5GeV_eta": option[var * float64],\n", " "BestLong_02_long_P>5GeV_nPV": option[var * float64],\n", " BestLong_03_long_strange_p: option[var * float64],\n", " BestLong_03_long_strange_pt: option[var * float64],\n", " BestLong_03_long_strange_phi: option[var * float64],\n", " BestLong_03_long_strange_eta: option[var * float64],\n", " BestLong_03_long_strange_nPV: option[var * float64],\n", " "BestLong_04_long_strange_P>5GeV_p": option[var * float64],\n", " "BestLong_04_long_strange_P>5GeV_pt": option[var * float64],\n", " "BestLong_04_long_strange_P>5GeV_phi": option[var * float64],\n", " "BestLong_04_long_strange_P>5GeV_eta": option[var * float64],\n", " "BestLong_04_long_strange_P>5GeV_nPV": option[var * float64],\n", " BestLong_05_long_fromB_p: option[var * float64],\n", " BestLong_05_long_fromB_pt: option[var * float64],\n", " BestLong_05_long_fromB_phi: option[var * float64],\n", " BestLong_05_long_fromB_eta: option[var * float64],\n", " BestLong_05_long_fromB_nPV: option[var * float64],\n", " "BestLong_06_long_fromB_P>5GeV_p": option[var * float64],\n", " "BestLong_06_long_fromB_P>5GeV_pt": option[var * float64],\n", " "BestLong_06_long_fromB_P>5GeV_phi": option[var * float64],\n", " "BestLong_06_long_fromB_P>5GeV_eta": option[var * float64],\n", " "BestLong_06_long_fromB_P>5GeV_nPV": option[var * float64],\n", " "BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_p": option[var * float64],\n", " "BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_pt": option[var * float64],\n", " "BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_phi": option[var * float64],\n", " "BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_eta": option[var * float64],\n", " "BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV": option[var * float64],\n", " Seed_01_hasT_p: option[var * float64],\n", " Seed_01_hasT_pt: option[var * float64],\n", " Seed_01_hasT_phi: option[var * float64],\n", " Seed_01_hasT_eta: option[var * float64],\n", " Seed_01_hasT_nPV: option[var * float64],\n", " Seed_02_long_p: option[var * float64],\n", " Seed_02_long_pt: option[var * float64],\n", " Seed_02_long_phi: option[var * float64],\n", " Seed_02_long_eta: option[var * float64],\n", " Seed_02_long_nPV: option[var * float64],\n", " "Seed_03_long_P>5GeV_p": option[var * float64],\n", " "Seed_03_long_P>5GeV_pt": option[var * float64],\n", " "Seed_03_long_P>5GeV_phi": option[var * float64],\n", " "Seed_03_long_P>5GeV_eta": option[var * float64],\n", " "Seed_03_long_P>5GeV_nPV": option[var * float64],\n", " Seed_04_long_fromB_p: option[var * float64],\n", " Seed_04_long_fromB_pt: option[var * float64],\n", " Seed_04_long_fromB_phi: option[var * float64],\n", " Seed_04_long_fromB_eta: option[var * float64],\n", " Seed_04_long_fromB_nPV: option[var * float64],\n", " "Seed_05_long_fromB_P>5GeV_p": option[var * float64],\n", " "Seed_05_long_fromB_P>5GeV_pt": option[var * float64],\n", " "Seed_05_long_fromB_P>5GeV_phi": option[var * float64],\n", " "Seed_05_long_fromB_P>5GeV_eta": option[var * float64],\n", " "Seed_05_long_fromB_P>5GeV_nPV": option[var * float64],\n", " "Seed_08_noVelo+UT+T_strange_p": option[var * float64],\n", " "Seed_08_noVelo+UT+T_strange_pt": option[var * float64],\n", " "Seed_08_noVelo+UT+T_strange_phi": option[var * float64],\n", " "Seed_08_noVelo+UT+T_strange_eta": option[var * float64],\n", " "Seed_08_noVelo+UT+T_strange_nPV": option[var * float64],\n", " "Seed_09_noVelo+UT+T_strange_P>5GeV_p": option[var * float64],\n", " "Seed_09_noVelo+UT+T_strange_P>5GeV_pt": option[var * float64],\n", " "Seed_09_noVelo+UT+T_strange_P>5GeV_phi": option[var * float64],\n", " "Seed_09_noVelo+UT+T_strange_P>5GeV_eta": option[var * float64],\n", " "Seed_09_noVelo+UT+T_strange_P>5GeV_nPV": option[var * float64],\n", " "Seed_12_noVelo+UT+T_SfromDB_P>5GeV_p": option[var * float64],\n", " "Seed_12_noVelo+UT+T_SfromDB_P>5GeV_pt": option[var * float64],\n", " "Seed_12_noVelo+UT+T_SfromDB_P>5GeV_phi": option[var * float64],\n", " "Seed_12_noVelo+UT+T_SfromDB_P>5GeV_eta": option[var * float64],\n", " "Seed_12_noVelo+UT+T_SfromDB_P>5GeV_nPV": option[var * float64]\n", "}</pre>" ], "text/plain": [ "<Array [{Forward_01_long_p: [0.872], ...}, ...] type='4 * {Forward_01_long_...'>" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "\n", "\n", "plot_electrons = False\n", "plot_electrons_only = False\n", "\n", "categories = categoriesDict()\n", "cuts = getCuts()\n", "trackers = getTrackers(trackers)\n", "folders = getOriginFolders()\n", "effdata = ak.ArrayBuilder()\n", "#effdata.begin_list()\n", "for tracker in trackers:\n", " effdata.begin_record()\n", "\n", " for cut in cuts[tracker]:\n", " folder = folders[tracker][\"folder\"]\n", " print(folder)\n", " histoBaseName = \"Track/\" + folder + tracker + \"/\" + cut + \"_\"\n", "\n", "\n", " # calculate efficiency\n", " for histo in efficiencyHistos:\n", " effdata.field(str(tracker)+\"_\"+str(cut)+\"_\"+str(histo))\n", " effdata.begin_list()\n", " canvastitle = (\n", " \"efficiency_\" + histo + \", \" + categories[tracker][cut][\"title\"]\n", " )\n", " # get efficiency for not electrons category\n", " histoName = histoBaseName + \"\" + efficiencyHistoDict[histo][\"variable\"]\n", " print(\"not electrons: \" + histoName)\n", " eff = {}\n", " hist_den = {}\n", " eff, hist_den = get_eff(eff, hist_den, tf, histoName, label, histo)\n", "\n", " if categories[tracker][cut][\"plotElectrons\"] and plot_electrons:\n", " histoNameElec = (\n", " \"Track/\"\n", " + folder\n", " + tracker\n", " + \"/\"\n", " + categories[tracker][cut][\"Electrons\"]\n", " )\n", " histoName_e = (\n", " histoNameElec + \"_\" + efficiencyHistoDict[histo][\"variable\"]\n", " )\n", " print(\"electrons: \" + histoName_e)\n", " eff_elec = {}\n", " hist_elec = {}\n", " eff_elec, hist_elec = get_eff(eff_elec, hist_elec, tf, histoName_e, label, histo,)\n", "\n", " #print(type(eff))\n", " if not plot_electrons_only:\n", " effdata.append(eff[label[0]])\n", " if categories[tracker][cut][\"plotElectrons\"] and plot_electrons:\n", " effdata.append(eff_elec[label[0]])\n", "\n", " #print(eff[label[0]])\n", " effdata.end_list()\n", " effdata.end_record()\n", "\n", "#effdata.end_list()\n", "\n", "effdata = ak.Array(effdata)\n", "effdata" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { 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'Forward_04_long_strange_P>5GeV_phi': [0.8857386703080994],\n", " 'Forward_04_long_strange_P>5GeV_eta': [0.8857386703080994],\n", " 'Forward_04_long_strange_P>5GeV_nPV': [0.8857386703080994],\n", " 'Forward_05_long_fromB_p': [0.9057863426557181],\n", " 'Forward_05_long_fromB_pt': [0.9057863426557181],\n", " 'Forward_05_long_fromB_phi': [0.9057863426557181],\n", " 'Forward_05_long_fromB_eta': [0.9057863426557181],\n", " 'Forward_05_long_fromB_nPV': [0.9057863426557181],\n", " 'Forward_06_long_fromB_P>5GeV_p': [0.9462021519139234],\n", " 'Forward_06_long_fromB_P>5GeV_pt': [0.9462021519139234],\n", " 'Forward_06_long_fromB_P>5GeV_phi': [0.9462021519139234],\n", " 'Forward_06_long_fromB_P>5GeV_eta': [0.9462021519139234],\n", " 'Forward_06_long_fromB_P>5GeV_nPV': [0.9462021519139234],\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_p': [0.9467674812116038],\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': [0.9467674812116038],\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': 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'Match_03_long_strange_phi': None,\n", " 'Match_03_long_strange_eta': None,\n", " 'Match_03_long_strange_nPV': None,\n", " 'Match_04_long_strange_P>5GeV_p': None,\n", " 'Match_04_long_strange_P>5GeV_pt': None,\n", " 'Match_04_long_strange_P>5GeV_phi': None,\n", " 'Match_04_long_strange_P>5GeV_eta': None,\n", " 'Match_04_long_strange_P>5GeV_nPV': None,\n", " 'Match_05_long_fromB_p': None,\n", " 'Match_05_long_fromB_pt': None,\n", " 'Match_05_long_fromB_phi': None,\n", " 'Match_05_long_fromB_eta': None,\n", " 'Match_05_long_fromB_nPV': None,\n", " 'Match_06_long_fromB_P>5GeV_p': None,\n", " 'Match_06_long_fromB_P>5GeV_pt': None,\n", " 'Match_06_long_fromB_P>5GeV_phi': None,\n", " 'Match_06_long_fromB_P>5GeV_eta': None,\n", " 'Match_06_long_fromB_P>5GeV_nPV': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'BestLong_01_long_p': None,\n", " 'BestLong_01_long_pt': None,\n", " 'BestLong_01_long_phi': None,\n", " 'BestLong_01_long_eta': None,\n", " 'BestLong_01_long_nPV': None,\n", " 'BestLong_02_long_P>5GeV_p': None,\n", " 'BestLong_02_long_P>5GeV_pt': None,\n", " 'BestLong_02_long_P>5GeV_phi': None,\n", " 'BestLong_02_long_P>5GeV_eta': None,\n", " 'BestLong_02_long_P>5GeV_nPV': None,\n", " 'BestLong_03_long_strange_p': None,\n", " 'BestLong_03_long_strange_pt': None,\n", " 'BestLong_03_long_strange_phi': None,\n", " 'BestLong_03_long_strange_eta': None,\n", " 'BestLong_03_long_strange_nPV': None,\n", " 'BestLong_04_long_strange_P>5GeV_p': None,\n", 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'Forward_02_long_P>5GeV_nPV': None,\n", " 'Forward_03_long_strange_p': None,\n", " 'Forward_03_long_strange_pt': None,\n", " 'Forward_03_long_strange_phi': None,\n", " 'Forward_03_long_strange_eta': None,\n", " 'Forward_03_long_strange_nPV': None,\n", " 'Forward_04_long_strange_P>5GeV_p': None,\n", " 'Forward_04_long_strange_P>5GeV_pt': None,\n", " 'Forward_04_long_strange_P>5GeV_phi': None,\n", " 'Forward_04_long_strange_P>5GeV_eta': None,\n", " 'Forward_04_long_strange_P>5GeV_nPV': None,\n", " 'Forward_05_long_fromB_p': None,\n", " 'Forward_05_long_fromB_pt': None,\n", " 'Forward_05_long_fromB_phi': None,\n", " 'Forward_05_long_fromB_eta': None,\n", " 'Forward_05_long_fromB_nPV': None,\n", " 'Forward_06_long_fromB_P>5GeV_p': None,\n", " 'Forward_06_long_fromB_P>5GeV_pt': None,\n", " 'Forward_06_long_fromB_P>5GeV_phi': None,\n", " 'Forward_06_long_fromB_P>5GeV_eta': None,\n", " 'Forward_06_long_fromB_P>5GeV_nPV': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_01_long_p': [0.8630041712287172],\n", " 'Match_01_long_pt': [0.8630041712287172],\n", " 'Match_01_long_phi': [0.8630041712287172],\n", " 'Match_01_long_eta': [0.8630041712287172],\n", " 'Match_01_long_nPV': [0.8630041712287172],\n", " 'Match_02_long_P>5GeV_p': [0.9188646785079396],\n", " 'Match_02_long_P>5GeV_pt': [0.9188646785079396],\n", " 'Match_02_long_P>5GeV_phi': [0.9188646785079396],\n", " 'Match_02_long_P>5GeV_eta': [0.9188646785079396],\n", " 'Match_02_long_P>5GeV_nPV': [0.9188646785079396],\n", " 'Match_03_long_strange_p': [0.7842013435950952],\n", " 'Match_03_long_strange_pt': [0.7842013435950952],\n", " 'Match_03_long_strange_phi': [0.7842013435950952],\n", " 'Match_03_long_strange_eta': [0.7842013435950952],\n", " 'Match_03_long_strange_nPV': [0.7842013435950952],\n", " 'Match_04_long_strange_P>5GeV_p': [0.8778356234531023],\n", " 'Match_04_long_strange_P>5GeV_pt': [0.8778356234531023],\n", " 'Match_04_long_strange_P>5GeV_phi': [0.8778356234531023],\n", " 'Match_04_long_strange_P>5GeV_eta': [0.8778356234531023],\n", " 'Match_04_long_strange_P>5GeV_nPV': [0.8778356234531023],\n", " 'Match_05_long_fromB_p': [0.8985445767556485],\n", " 'Match_05_long_fromB_pt': [0.8985445767556485],\n", " 'Match_05_long_fromB_phi': [0.8985445767556485],\n", " 'Match_05_long_fromB_eta': [0.8985445767556485],\n", " 'Match_05_long_fromB_nPV': [0.8985445767556485],\n", " 'Match_06_long_fromB_P>5GeV_p': [0.9376291615002067],\n", " 'Match_06_long_fromB_P>5GeV_pt': [0.9376291615002067],\n", " 'Match_06_long_fromB_P>5GeV_phi': [0.9376291615002067],\n", " 'Match_06_long_fromB_P>5GeV_eta': [0.9376291615002067],\n", " 'Match_06_long_fromB_P>5GeV_nPV': [0.9376291615002067],\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_p': [0.9395112730376988],\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': [0.9395112730376988],\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': [0.9395112730376988],\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': [0.9395112730376988],\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': [0.9395112730376988],\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': [0.9404785566852687],\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': [0.9404785566852687],\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': [0.9404785566852687],\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': [0.9404785566852687],\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': [0.9404785566852687],\n", " 'BestLong_01_long_p': None,\n", " 'BestLong_01_long_pt': None,\n", " 'BestLong_01_long_phi': None,\n", " 'BestLong_01_long_eta': None,\n", " 'BestLong_01_long_nPV': None,\n", " 'BestLong_02_long_P>5GeV_p': None,\n", " 'BestLong_02_long_P>5GeV_pt': None,\n", " 'BestLong_02_long_P>5GeV_phi': None,\n", " 'BestLong_02_long_P>5GeV_eta': None,\n", " 'BestLong_02_long_P>5GeV_nPV': None,\n", " 'BestLong_03_long_strange_p': None,\n", " 'BestLong_03_long_strange_pt': None,\n", " 'BestLong_03_long_strange_phi': None,\n", " 'BestLong_03_long_strange_eta': None,\n", " 'BestLong_03_long_strange_nPV': None,\n", " 'BestLong_04_long_strange_P>5GeV_p': None,\n", " 'BestLong_04_long_strange_P>5GeV_pt': None,\n", " 'BestLong_04_long_strange_P>5GeV_phi': None,\n", " 'BestLong_04_long_strange_P>5GeV_eta': None,\n", " 'BestLong_04_long_strange_P>5GeV_nPV': None,\n", " 'BestLong_05_long_fromB_p': None,\n", " 'BestLong_05_long_fromB_pt': None,\n", " 'BestLong_05_long_fromB_phi': None,\n", " 'BestLong_05_long_fromB_eta': None,\n", " 'BestLong_05_long_fromB_nPV': None,\n", " 'BestLong_06_long_fromB_P>5GeV_p': None,\n", " 'BestLong_06_long_fromB_P>5GeV_pt': None,\n", " 'BestLong_06_long_fromB_P>5GeV_phi': None,\n", " 'BestLong_06_long_fromB_P>5GeV_eta': None,\n", " 'BestLong_06_long_fromB_P>5GeV_nPV': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Seed_01_hasT_p': None,\n", " 'Seed_01_hasT_pt': None,\n", " 'Seed_01_hasT_phi': None,\n", " 'Seed_01_hasT_eta': None,\n", " 'Seed_01_hasT_nPV': None,\n", " 'Seed_02_long_p': None,\n", " 'Seed_02_long_pt': None,\n", " 'Seed_02_long_phi': None,\n", " 'Seed_02_long_eta': None,\n", " 'Seed_02_long_nPV': None,\n", " 'Seed_03_long_P>5GeV_p': None,\n", " 'Seed_03_long_P>5GeV_pt': None,\n", " 'Seed_03_long_P>5GeV_phi': None,\n", " 'Seed_03_long_P>5GeV_eta': None,\n", " 'Seed_03_long_P>5GeV_nPV': None,\n", " 'Seed_04_long_fromB_p': None,\n", " 'Seed_04_long_fromB_pt': None,\n", " 'Seed_04_long_fromB_phi': None,\n", " 'Seed_04_long_fromB_eta': None,\n", " 'Seed_04_long_fromB_nPV': None,\n", " 'Seed_05_long_fromB_P>5GeV_p': None,\n", " 'Seed_05_long_fromB_P>5GeV_pt': None,\n", " 'Seed_05_long_fromB_P>5GeV_phi': None,\n", " 'Seed_05_long_fromB_P>5GeV_eta': None,\n", " 'Seed_05_long_fromB_P>5GeV_nPV': None,\n", " 'Seed_08_noVelo+UT+T_strange_p': None,\n", " 'Seed_08_noVelo+UT+T_strange_pt': None,\n", " 'Seed_08_noVelo+UT+T_strange_phi': None,\n", " 'Seed_08_noVelo+UT+T_strange_eta': None,\n", " 'Seed_08_noVelo+UT+T_strange_nPV': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_p': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_pt': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_phi': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_eta': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_nPV': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_p': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_pt': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_phi': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_eta': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_nPV': None},\n", " {'Forward_01_long_p': None,\n", " 'Forward_01_long_pt': None,\n", " 'Forward_01_long_phi': None,\n", " 'Forward_01_long_eta': None,\n", " 'Forward_01_long_nPV': None,\n", " 'Forward_02_long_P>5GeV_p': None,\n", " 'Forward_02_long_P>5GeV_pt': None,\n", " 'Forward_02_long_P>5GeV_phi': None,\n", " 'Forward_02_long_P>5GeV_eta': None,\n", " 'Forward_02_long_P>5GeV_nPV': None,\n", " 'Forward_03_long_strange_p': None,\n", " 'Forward_03_long_strange_pt': None,\n", " 'Forward_03_long_strange_phi': None,\n", " 'Forward_03_long_strange_eta': None,\n", " 'Forward_03_long_strange_nPV': None,\n", " 'Forward_04_long_strange_P>5GeV_p': None,\n", " 'Forward_04_long_strange_P>5GeV_pt': None,\n", " 'Forward_04_long_strange_P>5GeV_phi': None,\n", " 'Forward_04_long_strange_P>5GeV_eta': None,\n", " 'Forward_04_long_strange_P>5GeV_nPV': None,\n", " 'Forward_05_long_fromB_p': None,\n", " 'Forward_05_long_fromB_pt': None,\n", " 'Forward_05_long_fromB_phi': None,\n", " 'Forward_05_long_fromB_eta': None,\n", " 'Forward_05_long_fromB_nPV': None,\n", " 'Forward_06_long_fromB_P>5GeV_p': None,\n", " 'Forward_06_long_fromB_P>5GeV_pt': None,\n", " 'Forward_06_long_fromB_P>5GeV_phi': None,\n", " 'Forward_06_long_fromB_P>5GeV_eta': None,\n", " 'Forward_06_long_fromB_P>5GeV_nPV': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_01_long_p': None,\n", " 'Match_01_long_pt': None,\n", " 'Match_01_long_phi': None,\n", " 'Match_01_long_eta': None,\n", " 'Match_01_long_nPV': None,\n", " 'Match_02_long_P>5GeV_p': None,\n", " 'Match_02_long_P>5GeV_pt': None,\n", " 'Match_02_long_P>5GeV_phi': None,\n", " 'Match_02_long_P>5GeV_eta': None,\n", " 'Match_02_long_P>5GeV_nPV': None,\n", " 'Match_03_long_strange_p': None,\n", " 'Match_03_long_strange_pt': None,\n", " 'Match_03_long_strange_phi': None,\n", " 'Match_03_long_strange_eta': None,\n", " 'Match_03_long_strange_nPV': None,\n", " 'Match_04_long_strange_P>5GeV_p': None,\n", " 'Match_04_long_strange_P>5GeV_pt': None,\n", " 'Match_04_long_strange_P>5GeV_phi': None,\n", " 'Match_04_long_strange_P>5GeV_eta': None,\n", " 'Match_04_long_strange_P>5GeV_nPV': None,\n", " 'Match_05_long_fromB_p': None,\n", " 'Match_05_long_fromB_pt': None,\n", " 'Match_05_long_fromB_phi': None,\n", " 'Match_05_long_fromB_eta': None,\n", " 'Match_05_long_fromB_nPV': None,\n", " 'Match_06_long_fromB_P>5GeV_p': None,\n", " 'Match_06_long_fromB_P>5GeV_pt': None,\n", " 'Match_06_long_fromB_P>5GeV_phi': None,\n", " 'Match_06_long_fromB_P>5GeV_eta': None,\n", " 'Match_06_long_fromB_P>5GeV_nPV': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'BestLong_01_long_p': [0.8798947662383141],\n", " 'BestLong_01_long_pt': [0.8798947662383141],\n", " 'BestLong_01_long_phi': [0.8798947662383141],\n", " 'BestLong_01_long_eta': [0.8798947662383141],\n", " 'BestLong_01_long_nPV': [0.8798947662383141],\n", " 'BestLong_02_long_P>5GeV_p': [0.9180836129025216],\n", " 'BestLong_02_long_P>5GeV_pt': [0.9180836129025216],\n", " 'BestLong_02_long_P>5GeV_phi': [0.9180836129025216],\n", " 'BestLong_02_long_P>5GeV_eta': [0.9180836129025216],\n", " 'BestLong_02_long_P>5GeV_nPV': [0.9180836129025216],\n", " 'BestLong_03_long_strange_p': [0.8013060918340725],\n", " 'BestLong_03_long_strange_pt': [0.8013060918340725],\n", " 'BestLong_03_long_strange_phi': [0.8013060918340725],\n", " 'BestLong_03_long_strange_eta': [0.8013060918340725],\n", " 'BestLong_03_long_strange_nPV': [0.8013060918340725],\n", " 'BestLong_04_long_strange_P>5GeV_p': [0.8679354783647691],\n", " 'BestLong_04_long_strange_P>5GeV_pt': [0.8679354783647691],\n", " 'BestLong_04_long_strange_P>5GeV_phi': [0.8679354783647691],\n", " 'BestLong_04_long_strange_P>5GeV_eta': [0.8679354783647691],\n", " 'BestLong_04_long_strange_P>5GeV_nPV': [0.8679354783647691],\n", " 'BestLong_05_long_fromB_p': [0.9091900736296701],\n", " 'BestLong_05_long_fromB_pt': [0.9091900736296701],\n", " 'BestLong_05_long_fromB_phi': [0.9091900736296701],\n", " 'BestLong_05_long_fromB_eta': [0.9091900736296701],\n", " 'BestLong_05_long_fromB_nPV': [0.9091900736296701],\n", " 'BestLong_06_long_fromB_P>5GeV_p': [0.9379224831006759],\n", " 'BestLong_06_long_fromB_P>5GeV_pt': [0.9379224831006759],\n", " 'BestLong_06_long_fromB_P>5GeV_phi': [0.9379224831006759],\n", " 'BestLong_06_long_fromB_P>5GeV_eta': [0.9379224831006759],\n", " 'BestLong_06_long_fromB_P>5GeV_nPV': [0.9379224831006759],\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_p': [0.9435662128995869],\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': [0.9435662128995869],\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': [0.9435662128995869],\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': [0.9435662128995869],\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': [0.9435662128995869],\n", " 'Seed_01_hasT_p': None,\n", " 'Seed_01_hasT_pt': None,\n", " 'Seed_01_hasT_phi': None,\n", " 'Seed_01_hasT_eta': None,\n", " 'Seed_01_hasT_nPV': None,\n", " 'Seed_02_long_p': None,\n", " 'Seed_02_long_pt': None,\n", " 'Seed_02_long_phi': None,\n", " 'Seed_02_long_eta': None,\n", " 'Seed_02_long_nPV': None,\n", " 'Seed_03_long_P>5GeV_p': None,\n", " 'Seed_03_long_P>5GeV_pt': None,\n", " 'Seed_03_long_P>5GeV_phi': None,\n", " 'Seed_03_long_P>5GeV_eta': None,\n", " 'Seed_03_long_P>5GeV_nPV': None,\n", " 'Seed_04_long_fromB_p': None,\n", " 'Seed_04_long_fromB_pt': None,\n", " 'Seed_04_long_fromB_phi': None,\n", " 'Seed_04_long_fromB_eta': None,\n", " 'Seed_04_long_fromB_nPV': None,\n", " 'Seed_05_long_fromB_P>5GeV_p': None,\n", " 'Seed_05_long_fromB_P>5GeV_pt': None,\n", " 'Seed_05_long_fromB_P>5GeV_phi': None,\n", " 'Seed_05_long_fromB_P>5GeV_eta': None,\n", " 'Seed_05_long_fromB_P>5GeV_nPV': None,\n", " 'Seed_08_noVelo+UT+T_strange_p': None,\n", " 'Seed_08_noVelo+UT+T_strange_pt': None,\n", " 'Seed_08_noVelo+UT+T_strange_phi': None,\n", " 'Seed_08_noVelo+UT+T_strange_eta': None,\n", " 'Seed_08_noVelo+UT+T_strange_nPV': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_p': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_pt': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_phi': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_eta': None,\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_nPV': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_p': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_pt': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_phi': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_eta': None,\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_nPV': None},\n", " {'Forward_01_long_p': None,\n", " 'Forward_01_long_pt': None,\n", " 'Forward_01_long_phi': None,\n", " 'Forward_01_long_eta': None,\n", " 'Forward_01_long_nPV': None,\n", " 'Forward_02_long_P>5GeV_p': None,\n", " 'Forward_02_long_P>5GeV_pt': None,\n", " 'Forward_02_long_P>5GeV_phi': None,\n", " 'Forward_02_long_P>5GeV_eta': None,\n", " 'Forward_02_long_P>5GeV_nPV': None,\n", " 'Forward_03_long_strange_p': None,\n", " 'Forward_03_long_strange_pt': None,\n", " 'Forward_03_long_strange_phi': None,\n", " 'Forward_03_long_strange_eta': None,\n", " 'Forward_03_long_strange_nPV': None,\n", " 'Forward_04_long_strange_P>5GeV_p': None,\n", " 'Forward_04_long_strange_P>5GeV_pt': None,\n", " 'Forward_04_long_strange_P>5GeV_phi': None,\n", " 'Forward_04_long_strange_P>5GeV_eta': None,\n", " 'Forward_04_long_strange_P>5GeV_nPV': None,\n", " 'Forward_05_long_fromB_p': None,\n", " 'Forward_05_long_fromB_pt': None,\n", " 'Forward_05_long_fromB_phi': None,\n", " 'Forward_05_long_fromB_eta': None,\n", " 'Forward_05_long_fromB_nPV': None,\n", " 'Forward_06_long_fromB_P>5GeV_p': None,\n", " 'Forward_06_long_fromB_P>5GeV_pt': None,\n", " 'Forward_06_long_fromB_P>5GeV_phi': None,\n", " 'Forward_06_long_fromB_P>5GeV_eta': None,\n", " 'Forward_06_long_fromB_P>5GeV_nPV': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_01_long_p': None,\n", " 'Match_01_long_pt': None,\n", " 'Match_01_long_phi': None,\n", " 'Match_01_long_eta': None,\n", " 'Match_01_long_nPV': None,\n", " 'Match_02_long_P>5GeV_p': None,\n", " 'Match_02_long_P>5GeV_pt': None,\n", " 'Match_02_long_P>5GeV_phi': None,\n", " 'Match_02_long_P>5GeV_eta': None,\n", " 'Match_02_long_P>5GeV_nPV': None,\n", " 'Match_03_long_strange_p': None,\n", " 'Match_03_long_strange_pt': None,\n", " 'Match_03_long_strange_phi': None,\n", " 'Match_03_long_strange_eta': None,\n", " 'Match_03_long_strange_nPV': None,\n", " 'Match_04_long_strange_P>5GeV_p': None,\n", " 'Match_04_long_strange_P>5GeV_pt': None,\n", " 'Match_04_long_strange_P>5GeV_phi': None,\n", " 'Match_04_long_strange_P>5GeV_eta': None,\n", " 'Match_04_long_strange_P>5GeV_nPV': None,\n", " 'Match_05_long_fromB_p': None,\n", " 'Match_05_long_fromB_pt': None,\n", " 'Match_05_long_fromB_phi': None,\n", " 'Match_05_long_fromB_eta': None,\n", " 'Match_05_long_fromB_nPV': None,\n", " 'Match_06_long_fromB_P>5GeV_p': None,\n", " 'Match_06_long_fromB_P>5GeV_pt': None,\n", " 'Match_06_long_fromB_P>5GeV_phi': None,\n", " 'Match_06_long_fromB_P>5GeV_eta': None,\n", " 'Match_06_long_fromB_P>5GeV_nPV': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'Match_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'BestLong_01_long_p': None,\n", " 'BestLong_01_long_pt': None,\n", " 'BestLong_01_long_phi': None,\n", " 'BestLong_01_long_eta': None,\n", " 'BestLong_01_long_nPV': None,\n", " 'BestLong_02_long_P>5GeV_p': None,\n", " 'BestLong_02_long_P>5GeV_pt': None,\n", " 'BestLong_02_long_P>5GeV_phi': None,\n", " 'BestLong_02_long_P>5GeV_eta': None,\n", " 'BestLong_02_long_P>5GeV_nPV': None,\n", " 'BestLong_03_long_strange_p': None,\n", " 'BestLong_03_long_strange_pt': None,\n", " 'BestLong_03_long_strange_phi': None,\n", " 'BestLong_03_long_strange_eta': None,\n", " 'BestLong_03_long_strange_nPV': None,\n", " 'BestLong_04_long_strange_P>5GeV_p': None,\n", " 'BestLong_04_long_strange_P>5GeV_pt': None,\n", " 'BestLong_04_long_strange_P>5GeV_phi': None,\n", " 'BestLong_04_long_strange_P>5GeV_eta': None,\n", " 'BestLong_04_long_strange_P>5GeV_nPV': None,\n", " 'BestLong_05_long_fromB_p': None,\n", " 'BestLong_05_long_fromB_pt': None,\n", " 'BestLong_05_long_fromB_phi': None,\n", " 'BestLong_05_long_fromB_eta': None,\n", " 'BestLong_05_long_fromB_nPV': None,\n", " 'BestLong_06_long_fromB_P>5GeV_p': None,\n", " 'BestLong_06_long_fromB_P>5GeV_pt': None,\n", " 'BestLong_06_long_fromB_P>5GeV_phi': None,\n", " 'BestLong_06_long_fromB_P>5GeV_eta': None,\n", " 'BestLong_06_long_fromB_P>5GeV_nPV': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_p': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_pt': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_phi': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': None,\n", " 'BestLong_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': None,\n", " 'Seed_01_hasT_p': [0.8301846485044814],\n", " 'Seed_01_hasT_pt': [0.8301846485044814],\n", " 'Seed_01_hasT_phi': [0.8301846485044814],\n", " 'Seed_01_hasT_eta': [0.8301846485044814],\n", " 'Seed_01_hasT_nPV': [0.8301846485044814],\n", " 'Seed_02_long_p': [0.9333472226531851],\n", " 'Seed_02_long_pt': [0.9333472226531851],\n", " 'Seed_02_long_phi': [0.9333472226531851],\n", " 'Seed_02_long_eta': [0.9333472226531851],\n", " 'Seed_02_long_nPV': [0.9333472226531851],\n", " 'Seed_03_long_P>5GeV_p': [0.9665492453337299],\n", " 'Seed_03_long_P>5GeV_pt': [0.9665492453337299],\n", " 'Seed_03_long_P>5GeV_phi': [0.9665492453337299],\n", " 'Seed_03_long_P>5GeV_eta': [0.9665492453337299],\n", " 'Seed_03_long_P>5GeV_nPV': [0.9665492453337299],\n", " 'Seed_04_long_fromB_p': [0.9503378480744175],\n", " 'Seed_04_long_fromB_pt': [0.9503378480744175],\n", " 'Seed_04_long_fromB_phi': [0.9503378480744175],\n", " 'Seed_04_long_fromB_eta': [0.9503378480744175],\n", " 'Seed_04_long_fromB_nPV': [0.9503378480744175],\n", " 'Seed_05_long_fromB_P>5GeV_p': [0.9703078543524926],\n", " 'Seed_05_long_fromB_P>5GeV_pt': [0.9703078543524926],\n", " 'Seed_05_long_fromB_P>5GeV_phi': [0.9703078543524926],\n", " 'Seed_05_long_fromB_P>5GeV_eta': [0.9703078543524926],\n", " 'Seed_05_long_fromB_P>5GeV_nPV': [0.9703078543524926],\n", " 'Seed_08_noVelo+UT+T_strange_p': [0.9160309601840876],\n", " 'Seed_08_noVelo+UT+T_strange_pt': [0.9160309601840876],\n", " 'Seed_08_noVelo+UT+T_strange_phi': [0.9160309601840876],\n", " 'Seed_08_noVelo+UT+T_strange_eta': [0.9160309601840876],\n", " 'Seed_08_noVelo+UT+T_strange_nPV': [0.9160309601840876],\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_p': [0.9642032180145458],\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_pt': [0.9642032180145458],\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_phi': [0.9642032180145458],\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_eta': [0.9642032180145458],\n", " 'Seed_09_noVelo+UT+T_strange_P>5GeV_nPV': [0.9642032180145458],\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_p': [0.9665521605496293],\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_pt': [0.9665521605496293],\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_phi': [0.9665521605496293],\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_eta': [0.9665521605496293],\n", " 'Seed_12_noVelo+UT+T_SfromDB_P>5GeV_nPV': [0.9665521605496293]}]" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "effdata.tolist()" ] }, { "cell_type": "code", "execution_count": 78, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[[{'8': [8], '9': [9]}, {'8': [8], '9': [9]}],\n", " [{'8': [8], '9': [9]}, {'8': [8], '9': [9]}],\n", " [{'8': [8], '9': [9]}, {'8': [8], '9': [9]}],\n", " [{'8': [8], '9': [9]}, {'8': [8], '9': [9]}]]\n" ] } ], "source": [ "arr = ak.ArrayBuilder()\n", "\n", "for i in range(4):\n", " arr.begin_list()\n", " for j in range(5,7):\n", " arr.begin_record()\n", " for k in range(8,10):\n", " arr.field(str(k))\n", " arr.begin_list()\n", " arr.append(k)\n", " arr.end_list()\n", " arr.end_record()\n", " arr.end_list()\n", "\n", "arr = ak.Array(arr)\n", "arr.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### try reading data" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "upFile = uproot.open(\"/work/cetin/LHCb/stack/data/efficiency_plots.root\")\n", "inFile = TFile.Open(\"/work/cetin/LHCb/stack/data/efficiency_plots.root\")" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'efficiency_p;1': 'TCanvas',\n", " 'efficiency_pt;1': 'TCanvas',\n", " 'efficiency_phi;1': 'TCanvas',\n", " 'efficiency_eta;1': 'TCanvas',\n", " 'efficiency_nPV;1': 'TCanvas'}" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "upFile[\"BestLong/01_long;1\"].classnames()" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "ename": "AttributeError", "evalue": "'bool' object has no attribute 'Get'", "output_type": "error", "traceback": [ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", "\u001b[1;32m/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb Cell 14\u001b[0m line \u001b[0;36m3\n\u001b[1;32m <a href='vscode-notebook-cell://ssh-remote%2Blhcba2/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb#X16sdnNjb2RlLXJlbW90ZQ%3D%3D?line=0'>1</a>\u001b[0m tree1 \u001b[39m=\u001b[39m inFile\u001b[39m.\u001b[39mCd(\u001b[39m\"\u001b[39m\u001b[39mBestLong\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m <a href='vscode-notebook-cell://ssh-remote%2Blhcba2/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb#X16sdnNjb2RlLXJlbW90ZQ%3D%3D?line=1'>2</a>\u001b[0m tree2 \u001b[39m=\u001b[39m inFile\u001b[39m.\u001b[39mGet(\u001b[39m\"\u001b[39m\u001b[39mSeed/02_long\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m----> <a href='vscode-notebook-cell://ssh-remote%2Blhcba2/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb#X16sdnNjb2RlLXJlbW90ZQ%3D%3D?line=2'>3</a>\u001b[0m c1 \u001b[39m=\u001b[39m tree1\u001b[39m.\u001b[39;49mGet(\u001b[39m\"\u001b[39m\u001b[39mefficiency_p;1\u001b[39m\u001b[39m\"\u001b[39m)\u001b[39m.\u001b[39mClone()\n\u001b[1;32m <a href='vscode-notebook-cell://ssh-remote%2Blhcba2/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb#X16sdnNjb2RlLXJlbW90ZQ%3D%3D?line=3'>4</a>\u001b[0m c2 \u001b[39m=\u001b[39m tree2\u001b[39m.\u001b[39mGet(\u001b[39m\"\u001b[39m\u001b[39mefficiency_p;1\u001b[39m\u001b[39m\"\u001b[39m)\u001b[39m.\u001b[39mClone()\n\u001b[1;32m <a href='vscode-notebook-cell://ssh-remote%2Blhcba2/work/cetin/LHCb/stack/Moore/Hlt/RecoConf/scripts/Task.ipynb#X16sdnNjb2RlLXJlbW90ZQ%3D%3D?line=5'>6</a>\u001b[0m c \u001b[39m=\u001b[39m tree1\u001b[39m.\u001b[39mCd(\u001b[39m\"\u001b[39m\u001b[39m01_long\u001b[39m\u001b[39m\"\u001b[39m)\n", "\u001b[0;31mAttributeError\u001b[0m: 'bool' object has no attribute 'Get'" ] }, { "name": "stderr", "output_type": "stream", "text": [ "Error in <TDirectoryFile::Cd>: Unknown directory BestLong\n" ] } ], "source": [ "tree1 = inFile.Get(\"BestLong/01_long\")\n", "tree2 = inFile.Get(\"Seed/02_long\")\n", "c1 = tree1.Get(\"efficiency_p;1\").Clone()\n", "c2 = tree2.Get(\"efficiency_p;1\").Clone()\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": 251, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Canvas Name=efficiency_p Title=efficiency_p, Long, 2 <#eta < 5 Option=\n", " TCanvas fXlowNDC=0 fYlowNDC=0 fWNDC=1 fHNDC=1 Name= efficiency_p Title= efficiency_p, Long, 2 <#eta < 5 Option=\n", " OBJ: TList\tTList\tDoubly linked list : 0\n", " TFrame X1= -600.000000 Y1=0.000000 X2=51100.000000 Y2=1.050000\n", " OBJ: TMultiGraph\t\t : 1 at: 0x563287220c50\n", " OBJ: TH1D\th_numerator_notElectrons\tp distribution, not e^{-} : 1 at: 0x5632879f5320\n", " OBJ: TH1D\th_numerator_notElectrons\tp distribution, e^{-} : 1 at: 0x563287d3a6b0\n", " OBJ: TLegend\tTPave \tX1= 25930.263182 Y1=0.318987 X2=58582.894927 Y2=0.731013\n", " OBJ: TLegend\tTPave \tX1= 25930.263182 Y1=0.318987 X2=58582.894927 Y2=0.731013\n", " OBJ: TGraphAsymmErrors\tEffChecker\tEffChecker not e^{-} : 1 at: 0x563287d374e0\n", " OBJ: TGraphAsymmErrors\tEffChecker\tEffChecker e^{-} : 1 at: 0x563287cd4630\n", " Text X=0.540000 Y=0.350000 Text=Long, 2 <#eta < 5\n", " TGaxis X1=51100.000000 Y1=0.000000 X2=51100.000000 Y2=1.050000\n", " OBJ: TH1F\t_copy\t : 1 at: 0x563287d3b260\n" ] } ], "source": [ "ep = inFile.Get(\"BestLong/01_long/efficiency_p;1/EffChecker;2:p\")\n", "ep.Get" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "#c1.Draw()\n", "c2.Draw()" ] }, { "cell_type": "code", "execution_count": 203, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Canvas Name=efficiency_p Title=efficiency_p, Long, 2 <#eta < 5 Option=\n", " TCanvas fXlowNDC=0 fYlowNDC=0 fWNDC=1 fHNDC=1 Name= efficiency_p Title= efficiency_p, Long, 2 <#eta < 5 Option=\n", " OBJ: TList\tTList\tDoubly linked list : 0\n", " TFrame X1= -600.000000 Y1=0.000000 X2=51100.000000 Y2=1.050000\n", " OBJ: TMultiGraph\t\t : 1 at: 0x56328666c520\n", " OBJ: TH1D\th_numerator_notElectrons\tp distribution, not e^{-} : 1 at: 0x563286cadc10\n", " OBJ: TH1D\th_numerator_notElectrons\tp distribution, e^{-} : 1 at: 0x563286cae7c0\n", " OBJ: TLegend\tTPave \tX1= 25930.263182 Y1=0.318987 X2=58582.894927 Y2=0.731013\n", " OBJ: TLegend\tTPave \tX1= 25930.263182 Y1=0.318987 X2=58582.894927 Y2=0.731013\n", " OBJ: TGraphAsymmErrors\tEffChecker\tEffChecker not e^{-} : 1 at: 0x563287222b00\n", " OBJ: TGraphAsymmErrors\tEffChecker\tEffChecker e^{-} : 1 at: 0x563287b37170\n", " Text X=0.540000 Y=0.350000 Text=Long, 2 <#eta < 5\n", " TGaxis X1=51100.000000 Y1=0.000000 X2=51100.000000 Y2=1.050000\n", " OBJ: TH1F\t_copy\t : 1 at: 0x563286caf970\n" ] } ], "source": [ "data = c1.getf\n" ] }, { "cell_type": "code", "execution_count": 215, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "<cppyy.gbl.TH1F object at 0x563287230640>" ] }, "execution_count": 215, "metadata": {}, "output_type": "execute_result" } ], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 2}
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