diff --git a/data_results/PrCheckerBEndUT.root b/data_results/PrCheckerBEndUT.root
new file mode 100644
index 0000000..ee22977
Binary files /dev/null and b/data_results/PrCheckerBEndUT.root differ
diff --git a/moore_options/get_tracking_losses.py b/moore_options/get_tracking_losses.py
index 704716b..6f3c0fa 100644
--- a/moore_options/get_tracking_losses.py
+++ b/moore_options/get_tracking_losses.py
@@ -58,7 +58,9 @@ options.dddb_tag = "dddb-20210617"
options.simulation = True
options.input_type = "ROOT"
-options.ntuple_file = f"data/tracking_losses_ntuple_{decay}_EndVeloP.root"
+options.ntuple_file = (
+ f"data/tracking_losses_ntuple_{decay}_rad_length_beginVelo2endVelo.root"
+)
def run_tracking_losses():
diff --git a/scripts/MyPrCheckerEfficiency.py b/scripts/MyPrCheckerEfficiency.py
index fe8e06b..1206626 100644
--- a/scripts/MyPrCheckerEfficiency.py
+++ b/scripts/MyPrCheckerEfficiency.py
@@ -263,6 +263,8 @@ def get_eff(eff, hist, tf, histoName, label, var):
eff[lab].SetTitle(lab + " BestLong")
if histoName.find("EndVelo") != -1:
eff[lab].SetTitle(eff[lab].GetTitle() + " EndVelo")
+ # if histoName.find("EndUT") != -1:
+ # eff[lab].SetTitle(eff[lab].GetTitle() + " EndUT")
hist[lab] = denominator.Clone()
hist[lab].SetName("h_numerator_notElectrons")
@@ -273,6 +275,8 @@ def get_eff(eff, hist, tf, histoName, label, var):
hist[lab].SetTitle(var + " distribution, e^{-}")
if histoName.find("EndVelo") != -1:
hist[lab].SetTitle(hist[lab].GetTitle() + ", EndVelo")
+ # if histoName.find("EndUT") != -1:
+ # hist[lab].SetTitle(hist[lab].GetTitle() + ", EndUT")
return eff, hist
diff --git a/scripts/notebooks/Test.ipynb b/scripts/notebooks/Test.ipynb
deleted file mode 100644
index c7ce3d4..0000000
--- a/scripts/notebooks/Test.ipynb
+++ /dev/null
@@ -1,1532 +0,0 @@
-{
- "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 here 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: Track/ForwardTrackChecker_7a0dbfa7/Forward/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Phi\n",
- "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Eta\n",
- "not electrons: Track/ForwardTrackChecker_7a0dbfa7/Forward/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/01_long_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/01_long_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/01_long_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/01_long_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/01_long_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/02_long_P>5GeV_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/02_long_P>5GeV_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/02_long_P>5GeV_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/02_long_P>5GeV_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/02_long_P>5GeV_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/03_long_strange_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/03_long_strange_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/03_long_strange_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/03_long_strange_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/03_long_strange_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/04_long_strange_P>5GeV_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/04_long_strange_P>5GeV_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/04_long_strange_P>5GeV_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/04_long_strange_P>5GeV_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/04_long_strange_P>5GeV_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/05_long_fromB_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/05_long_fromB_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/05_long_fromB_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/05_long_fromB_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/05_long_fromB_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/06_long_fromB_P>5GeV_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/06_long_fromB_P>5GeV_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/06_long_fromB_P>5GeV_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/06_long_fromB_P>5GeV_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/06_long_fromB_P>5GeV_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/10_long_fromB_P>3GeV_Pt>0.5GeV_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/10_long_fromB_P>3GeV_Pt>0.5GeV_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/10_long_fromB_P>3GeV_Pt>0.5GeV_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/10_long_fromB_P>3GeV_Pt>0.5GeV_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/10_long_fromB_P>3GeV_Pt>0.5GeV_nPV\n",
- "MatchTrackChecker_29e3152a/\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_P\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Pt\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Phi\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_Eta\n",
- "not electrons: Track/MatchTrackChecker_29e3152a/Match/11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV\n",
- "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: Track/BestLongTrackChecker_4ddacce1/BestLong/05_long_fromB_Pt\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/05_long_fromB_Phi\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/05_long_fromB_Eta\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/05_long_fromB_nPV\n",
- "BestLongTrackChecker_4ddacce1/\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/06_long_fromB_P>5GeV_P\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/06_long_fromB_P>5GeV_Pt\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/06_long_fromB_P>5GeV_Phi\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/06_long_fromB_P>5GeV_Eta\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/06_long_fromB_P>5GeV_nPV\n",
- "BestLongTrackChecker_4ddacce1/\n",
- "not electrons: Track/BestLongTrackChecker_4ddacce1/BestLong/10_long_fromB_P>3GeV_Pt>0.5GeV_P\n",
- "not electrons: 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 electrons: Track/SeedTrackChecker_1b1d5575/Seed/02_long_Eta\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/02_long_nPV\n",
- "SeedTrackChecker_1b1d5575/\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/03_long_P>5GeV_P\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/03_long_P>5GeV_Pt\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/03_long_P>5GeV_Phi\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/03_long_P>5GeV_Eta\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/03_long_P>5GeV_nPV\n",
- "SeedTrackChecker_1b1d5575/\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/04_long_fromB_P\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/04_long_fromB_Pt\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/04_long_fromB_Phi\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/04_long_fromB_Eta\n",
- "not electrons: Track/SeedTrackChecker_1b1d5575/Seed/04_long_fromB_nPV\n",
- "SeedTrackChecker_1b1d5575/\n",
- "not electrons: 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": [
- "[{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",
- "}"
- ],
- "text/plain": [
- ""
- ]
- },
- "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": [
- {
- "data": {
- "text/plain": [
- "[{'Forward_01_long_p': [0.8723027753520721],\n",
- " 'Forward_01_long_pt': [0.8723027753520721],\n",
- " 'Forward_01_long_phi': [0.8723027753520721],\n",
- " 'Forward_01_long_eta': [0.8723027753520721],\n",
- " 'Forward_01_long_nPV': [0.8723027753520721],\n",
- " 'Forward_02_long_P>5GeV_p': [0.9274755004618178],\n",
- " 'Forward_02_long_P>5GeV_pt': [0.9274755004618178],\n",
- " 'Forward_02_long_P>5GeV_phi': [0.9274755004618178],\n",
- " 'Forward_02_long_P>5GeV_eta': [0.9274755004618178],\n",
- " 'Forward_02_long_P>5GeV_nPV': [0.9274755004618178],\n",
- " 'Forward_03_long_strange_p': [0.7989988259848683],\n",
- " 'Forward_03_long_strange_pt': [0.7989988259848683],\n",
- " 'Forward_03_long_strange_phi': [0.7989988259848683],\n",
- " 'Forward_03_long_strange_eta': [0.7989988259848683],\n",
- " 'Forward_03_long_strange_nPV': [0.7989988259848683],\n",
- " 'Forward_04_long_strange_P>5GeV_p': [0.8857386703080994],\n",
- " 'Forward_04_long_strange_P>5GeV_pt': [0.8857386703080994],\n",
- " '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': [0.9467674812116038],\n",
- " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_eta': [0.9467674812116038],\n",
- " 'Forward_10_long_fromB_P>3GeV_Pt>0.5GeV_nPV': [0.9467674812116038],\n",
- " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_p': [0.9473434752694748],\n",
- " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_pt': [0.9473434752694748],\n",
- " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_phi': [0.9473434752694748],\n",
- " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_eta': [0.9473434752694748],\n",
- " 'Forward_11_UT_long_fromB_P>3GeV_Pt>0.5GeV_nPV': [0.9473434752694748],\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': 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': [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 1\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 2\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----> 3\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 4\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 6\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 : 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": [
- ""
- ]
- },
- "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
-}
diff --git a/scripts/utils/ConfigHistos.py b/scripts/utils/ConfigHistos.py
index 7f49e84..f1da698 100644
--- a/scripts/utils/ConfigHistos.py
+++ b/scripts/utils/ConfigHistos.py
@@ -284,15 +284,6 @@ def categoriesDict():
"Electrons"
] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV"
- basedict["Forward"]["01_long"]["EndVelo"] = "07_long_electrons_EndVelo"
- basedict["Forward"]["05_long_fromB"]["EndVelo"] = "08_long_fromB_electrons_EndVelo"
- basedict["Forward"]["06_long_fromB_P>5GeV"][
- "EndVelo"
- ] = "09_long_fromB_electrons_P>5GeV_EndVelo"
- basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
- "EndVelo"
- ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndVelo"
-
basedict["Forward"]["01_long"]["title"] = "Long, 2 <#eta < 5"
basedict["Forward"]["02_long_P>5GeV"]["title"] = "Long, p>5GeV, 2 <#eta < 5"
basedict["Forward"]["03_long_strange"]["title"] = "Long, from strange, 2 <#eta < 5"
@@ -322,6 +313,15 @@ def categoriesDict():
basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"]["plotElectrons"] = False
basedict["Forward"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotElectrons"] = False
+ basedict["Forward"]["01_long"]["EndVelo"] = "07_long_electrons_EndVelo"
+ basedict["Forward"]["05_long_fromB"]["EndVelo"] = "08_long_fromB_electrons_EndVelo"
+ basedict["Forward"]["06_long_fromB_P>5GeV"][
+ "EndVelo"
+ ] = "09_long_fromB_electrons_P>5GeV_EndVelo"
+ basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
+ "EndVelo"
+ ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndVelo"
+
basedict["Forward"]["01_long"]["plotEndVelo"] = True
basedict["Forward"]["02_long_P>5GeV"]["plotEndVelo"] = False
basedict["Forward"]["03_long_strange"]["plotEndVelo"] = False
@@ -331,6 +331,24 @@ def categoriesDict():
basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndVelo"] = False
basedict["Forward"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndVelo"] = False
+ basedict["Forward"]["01_long"]["EndUT"] = "07_long_electrons_EndUT"
+ basedict["Forward"]["05_long_fromB"]["EndUT"] = "08_long_fromB_electrons_EndUT"
+ basedict["Forward"]["06_long_fromB_P>5GeV"][
+ "EndUT"
+ ] = "09_long_fromB_electrons_P>5GeV_EndUT"
+ basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
+ "EndUT"
+ ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndUT"
+
+ basedict["Forward"]["01_long"]["plotEndUT"] = True
+ basedict["Forward"]["02_long_P>5GeV"]["plotEndUT"] = False
+ basedict["Forward"]["03_long_strange"]["plotEndUT"] = False
+ basedict["Forward"]["04_long_strange_P>5GeV"]["plotEndUT"] = False
+ basedict["Forward"]["05_long_fromB"]["plotEndUT"] = True
+ basedict["Forward"]["06_long_fromB_P>5GeV"]["plotEndUT"] = True
+ basedict["Forward"]["10_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+ basedict["Forward"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+
# MUONMATCH
basedict["MuonMatch"]["01_long"]["title"] = "Long, forward track, 2 <#eta< 5"
basedict["MuonMatch"]["02_long_muon"][
@@ -350,15 +368,6 @@ def categoriesDict():
"Electrons"
] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV"
- basedict["Match"]["01_long"]["EndVelo"] = "07_long_electrons_EndVelo"
- basedict["Match"]["05_long_fromB"]["EndVelo"] = "08_long_fromB_electrons_EndVelo"
- basedict["Match"]["06_long_fromB_P>5GeV"][
- "EndVelo"
- ] = "09_long_fromB_electrons_P>5GeV_EndVelo"
- basedict["Match"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
- "EndVelo"
- ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndVelo"
-
basedict["Match"]["01_long"]["title"] = "Long, 2 <#eta < 5"
basedict["Match"]["02_long_P>5GeV"]["title"] = "Long, p>5GeV, 2 <#eta < 5"
basedict["Match"]["03_long_strange"]["title"] = "Long, from strange, 2 <#eta < 5"
@@ -389,6 +398,15 @@ def categoriesDict():
basedict["Match"]["10_long_strange_P>3GeV_Pt>0.5GeV"]["plotElectrons"] = False
basedict["Match"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotElectrons"] = False
+ basedict["Match"]["01_long"]["EndVelo"] = "07_long_electrons_EndVelo"
+ basedict["Match"]["05_long_fromB"]["EndVelo"] = "08_long_fromB_electrons_EndVelo"
+ basedict["Match"]["06_long_fromB_P>5GeV"][
+ "EndVelo"
+ ] = "09_long_fromB_electrons_P>5GeV_EndVelo"
+ basedict["Match"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
+ "EndVelo"
+ ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndVelo"
+
basedict["Match"]["01_long"]["plotEndVelo"] = True
basedict["Match"]["02_long_P>5GeV"]["plotEndVelo"] = False
basedict["Match"]["03_long_strange"]["plotEndVelo"] = False
@@ -399,6 +417,25 @@ def categoriesDict():
basedict["Match"]["10_long_strange_P>3GeV_Pt>0.5GeV"]["plotEndVelo"] = False
basedict["Match"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndVelo"] = False
+ basedict["Match"]["01_long"]["EndUT"] = "07_long_electrons_EndUT"
+ basedict["Match"]["05_long_fromB"]["EndUT"] = "08_long_fromB_electrons_EndUT"
+ basedict["Match"]["06_long_fromB_P>5GeV"][
+ "EndUT"
+ ] = "09_long_fromB_electrons_P>5GeV_EndUT"
+ basedict["Match"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
+ "EndUT"
+ ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndUT"
+
+ basedict["Match"]["01_long"]["plotEndUT"] = True
+ basedict["Match"]["02_long_P>5GeV"]["plotEndUT"] = False
+ basedict["Match"]["03_long_strange"]["plotEndUT"] = False
+ basedict["Match"]["04_long_strange_P>5GeV"]["plotEndUT"] = False
+ basedict["Match"]["05_long_fromB"]["plotEndUT"] = True
+ basedict["Match"]["06_long_fromB_P>5GeV"]["plotEndUT"] = True
+ basedict["Match"]["10_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+ basedict["Match"]["10_long_strange_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+ basedict["Match"]["11_UT_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+
# MergedMatch
basedict["MergedMatch"]["01_long"]["Electrons"] = "07_long_electrons"
basedict["MergedMatch"]["05_long_fromB"]["Electrons"] = "08_long_fromB_electrons"
@@ -498,14 +535,6 @@ def categoriesDict():
"Electrons"
] = "17_long_fromB_electrons_P>5GeV"
- basedict["Seed"]["01_hasT"]["EndVelo"] = "13_hasT_electrons_EndVelo"
- basedict["Seed"]["02_long"]["EndVelo"] = "14_long_electrons_EndVelo"
- basedict["Seed"]["03_long_P>5GeV"]["EndVelo"] = "16_long_electrons_P>5GeV_EndVelo"
- basedict["Seed"]["04_long_fromB"]["EndVelo"] = "15_long_fromB_electrons_EndVelo"
- basedict["Seed"]["05_long_fromB_P>5GeV"][
- "EndVelo"
- ] = "17_long_fromB_electrons_P>5GeV_EndVelo"
-
basedict["Seed"]["01_hasT"]["title"] = "T, 2 <#eta < 5"
basedict["Seed"]["02_long"]["title"] = "Long, 2 <#eta < 5"
basedict["Seed"]["03_long_P>5GeV"]["title"] = "Long, p>5GeV, 2 <#eta < 5"
@@ -533,6 +562,14 @@ def categoriesDict():
basedict["Seed"]["09_noVelo+UT+T_strange_P>5GeV"]["plotElectrons"] = False
basedict["Seed"]["12_noVelo+UT+T_SfromDB_P>5GeV"]["plotElectrons"] = False
+ basedict["Seed"]["01_hasT"]["EndVelo"] = "13_hasT_electrons_EndVelo"
+ basedict["Seed"]["02_long"]["EndVelo"] = "14_long_electrons_EndVelo"
+ basedict["Seed"]["03_long_P>5GeV"]["EndVelo"] = "16_long_electrons_P>5GeV_EndVelo"
+ basedict["Seed"]["04_long_fromB"]["EndVelo"] = "15_long_fromB_electrons_EndVelo"
+ basedict["Seed"]["05_long_fromB_P>5GeV"][
+ "EndVelo"
+ ] = "17_long_fromB_electrons_P>5GeV_EndVelo"
+
basedict["Seed"]["01_hasT"]["plotEndVelo"] = False
basedict["Seed"]["02_long"]["plotEndVelo"] = True
basedict["Seed"]["03_long_P>5GeV"]["plotEndVelo"] = False
@@ -543,6 +580,24 @@ def categoriesDict():
basedict["Seed"]["09_noVelo+UT+T_strange_P>5GeV"]["plotEndVelo"] = False
basedict["Seed"]["12_noVelo+UT+T_SfromDB_P>5GeV"]["plotEndVelo"] = False
+ basedict["Seed"]["01_hasT"]["EndUT"] = "13_hasT_electrons_EndUT"
+ basedict["Seed"]["02_long"]["EndUT"] = "14_long_electrons_EndUT"
+ basedict["Seed"]["03_long_P>5GeV"]["EndUT"] = "16_long_electrons_P>5GeV_EndUT"
+ basedict["Seed"]["04_long_fromB"]["EndUT"] = "15_long_fromB_electrons_EndUT"
+ basedict["Seed"]["05_long_fromB_P>5GeV"][
+ "EndUT"
+ ] = "17_long_fromB_electrons_P>5GeV_EndUT"
+
+ basedict["Seed"]["01_hasT"]["plotEndUT"] = False
+ basedict["Seed"]["02_long"]["plotEndUT"] = True
+ basedict["Seed"]["03_long_P>5GeV"]["plotEndUT"] = False
+ basedict["Seed"]["04_long_fromB"]["plotEndUT"] = True
+ basedict["Seed"]["05_long_fromB_P>5GeV"]["plotEndUT"] = True
+ ###
+ basedict["Seed"]["08_noVelo+UT+T_strange"]["plotEndUT"] = False
+ basedict["Seed"]["09_noVelo+UT+T_strange_P>5GeV"]["plotEndUT"] = False
+ basedict["Seed"]["12_noVelo+UT+T_SfromDB_P>5GeV"]["plotEndUT"] = False
+
# DOWNSTREAM
basedict["Downstream"]["01_UT+T"]["title"] = "UT+T, 2 <#eta < 5"
basedict["Downstream"]["05_noVelo+UT+T_strange"][
@@ -618,6 +673,24 @@ def categoriesDict():
"EndVelo"
] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndVelo"
+ basedict["BestLong"]["01_long"]["plotEndUT"] = True
+ basedict["BestLong"]["02_long_P>5GeV"]["plotEndUT"] = False
+ basedict["BestLong"]["03_long_strange"]["plotEndUT"] = False
+ basedict["BestLong"]["04_long_strange_P>5GeV"]["plotEndUT"] = False
+ basedict["BestLong"]["05_long_fromB"]["plotEndUT"] = True
+ basedict["BestLong"]["06_long_fromB_P>5GeV"]["plotEndUT"] = True
+ basedict["BestLong"]["10_long_fromB_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+ basedict["BestLong"]["10_long_strange_P>3GeV_Pt>0.5GeV"]["plotEndUT"] = False
+
+ basedict["BestLong"]["01_long"]["EndUT"] = "07_long_electrons_EndUT"
+ basedict["BestLong"]["05_long_fromB"]["EndUT"] = "08_long_fromB_electrons_EndUT"
+ basedict["BestLong"]["06_long_fromB_P>5GeV"][
+ "EndUT"
+ ] = "09_long_fromB_electrons_P>5GeV_EndUT"
+ basedict["BestLong"]["10_long_fromB_P>3GeV_Pt>0.5GeV"][
+ "EndUT"
+ ] = "10_long_fromB_electrons_P>3GeV_Pt>0.5GeV_EndUT"
+
#
# BESTDOWNSTREAM
basedict["BestDownstream"]["01_UT+T"]["title"] = "UT+T, 2 <#eta < 5"