study_triggered_events_CSC_CSC_v3.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "c839451f",
   "metadata": {},
   "source": [
    "## Import"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "58b6e643",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Welcome to JupyROOT 6.24/06\n"
     ]
    }
   ],
   "source": [
    "import ROOT as rt\n",
    "import csv\n",
    "import re\n",
    "import sys\n",
    "import collections\n",
    "from collections import OrderedDict\n",
    "import uproot\n",
    "import pandas as pd\n",
    "from root_numpy import array2tree\n",
    "import scipy\n",
    "import awkward\n",
    "import numpy as np\n",
    "import time\n",
    "import math\n",
    "\n",
    "sys.path.append('/afs/desy.de/user/l/lbenato/cms-lpc-llp_repo/run3_muon_system_analysis/lib/')\n",
    "from histo_utilities import create_TH1D, create_TH2D, std_color_list, create_TGraph, make_ratio_plot\n",
    "from helper_functions import deltaR, deltaPhi, drawCMS\n",
    "\n",
    "rt.gStyle.SetOptStat(0)\n",
    "rt.gROOT.SetBatch(True)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80d97fb5",
   "metadata": {},
   "source": [
    "## Load ntuples"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0c47f19",
   "metadata": {},
   "source": [
    "## Load variables"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "368e657b",
   "metadata": {},
   "outputs": [],
   "source": [
    "fpath =OrderedDict()\n",
    "tree = OrderedDict()\n",
    "\n",
    "start_t = time.time()\n",
    "data_year = 2022\n",
    "\n",
    "tag  = 'V1p19'\n",
    "vers = 'v10'\n",
    "#v1 includes events without selections\n",
    "#v3 includes events with at least 2 clusters\n",
    "#v4: no event level cuts, clusters made with DBSCAN, HLT time definition\n",
    "#v5: no event level cuts, clusters made with CA\n",
    "\n",
    "data_path = '/nfs/dust/cms/group/cms-llp/muon_system_run3/'+tag+'/Data'+str(data_year)+'/'+vers+'/'\n",
    "lumi = 23.02*1000\n",
    "\n",
    "if data_year == 2022:\n",
    "    fpath['data'] = data_path + 'DisplacedJet-EXOCSCCluster_Run2022EFG-PromptReco-v1_goodLumi.root'\n",
    "    fpath['signal'] = data_path + 'ggH_HToSSTobbbb_MH-125_MS-15_CTau1000_13p6TeV_1pb_weighted.root'\n",
    "\n",
    "NEvents = {}\n",
    "for k,v in fpath.items():\n",
    "    root_dir = uproot.open(v)\n",
    "    tree[k] = root_dir['MuonSystem']\n",
    "    NEvents[k] = root_dir['NEvents'][1]\n",
    "    a = tree[k][\"weight\"].array()\n",
    "    \n",
    "for k, T in tree.items():\n",
    "    branch_names = T.keys()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "899a72f3",
   "metadata": {},
   "outputs": [],
   "source": [
    "JET_PT_CUT = 10.0\n",
    "MUON_PT_CUT = 20.0\n",
    "N_RECHIT_CUT = 90\n",
    "jetPt_cut = 50\n",
    "tightid = False\n",
    "ring_cut = 50\n",
    "\n",
    "#cut_based = True\n",
    "#cut_based_version = 'v4'\n",
    "\n",
    "intime = True\n",
    "DPHI_CUT = 1\n",
    "\n",
    "\n",
    "gLLP_csc = {}\n",
    "\n",
    "\n",
    "selections_cluster = {}\n",
    "sel_cluster = {}\n",
    "sel_jetveto_csc = {}\n",
    "sel_muonveto_csc = {}\n",
    "sel_jetveto_dt = {}\n",
    "sel_muonveto_dt = {}\n",
    "met_trigger = {}\n",
    "met = {}\n",
    "gLLP_beta = {}\n",
    "jetPt = {}\n",
    "jetPhi = {}\n",
    "metPhi = {}\n",
    "angle ={}\n",
    "nLeptons = {}\n",
    "genJetPt = {}\n",
    "genJetPhi = {}\n",
    "genMet = {}\n",
    "genMetPhi = {}\n",
    "pileupWeight = {}\n",
    "gLLP_ctau = {}\n",
    "npv = {}\n",
    "nRechitClusters = {}\n",
    "nJets = {}\n",
    "nJets_50gev = {}\n",
    "nCscRings = {}\n",
    "nDtRings = {}\n",
    "\n",
    "weight = {}\n",
    "jetMet_dPhiMin = {}\n",
    "dphiMet_cluster = {}\n",
    "nRechits_sr = {}\n",
    "jetMet_dPhiMin30_sr = {}\n",
    "cscClusterTimeSpread = {}\n",
    "bdt_score = {}\n",
    "nCscChambers = {}\n",
    "\n",
    "sel_ev = {}\n",
    "hlt_sel_ev = {}\n",
    "cluster_index = ''\n",
    "nRings = {}\n",
    "\n",
    "#CSC cluster variables\n",
    "cscClusterMuonVetoPt = {}\n",
    "cscClusterJetVetoPt = {}\n",
    "cscClusterPhi = {}\n",
    "cscClusterEta = {}\n",
    "cscClusterEta2 = {}\n",
    "cscClusterEta3 = {}\n",
    "cscClusterR = {}\n",
    "cscClusterZ = {}\n",
    "cscClusterSize = {}\n",
    "cscClusterSize2 = {}\n",
    "cscClusterSize3 = {}\n",
    "cscClusterTimeSpread = {}\n",
    "cscClusterTime = {}\n",
    "cscClusterTime2 = {}\n",
    "cscClusterTime3 = {}\n",
    "\n",
    "cscClusterNStation = {}\n",
    "cscClusterDphi = {}\n",
    "nCscClusters = {}\n",
    "\n",
    "\n",
    "#DT cluster variables\n",
    "dtClusterMuonVetoPt = {}\n",
    "dtClusterJetVetoPt = {}\n",
    "dtClusterTime = {}\n",
    "dtClusterPhi = {}\n",
    "dtClusterEta = {}\n",
    "dtClusterSize = {}\n",
    "dtClusterDphi = {}\n",
    "nDtClusters = {}\n",
    "dtClusterNStation = {}\n",
    "dtClusterMaxStation = {}\n",
    "dtClusterNHitStation1 = {}\n",
    "dtCluster_match_MB1hits_0p4 = {}\n",
    "dtCluster_match_MB1hits_0p5 = {}\n",
    "\n",
    "deltaEta = {}        \n",
    "deltaRCluster = {}\n",
    "\n",
    "metPhi = {}\n",
    "evtNum = {}\n",
    "runNum = {}\n",
    "lumiNum = {}\n",
    "\n",
    "nMe11 = {}\n",
    "\n",
    "tree_keys = []\n",
    "nClusterRatio = {}\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "f8091520",
   "metadata": {},
   "source": [
    "## Settings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "6f8fbffd",
   "metadata": {},
   "outputs": [],
   "source": [
    "category = 0#-1#0\n",
    "category = 1\n",
    "#-1: at least 1csc\n",
    "#0: exactly 1 csc\n",
    "#1: 2csc,\n",
    "#2: 1csc+1dt, \n",
    "\n",
    "do_jet_veto = False\n",
    "do_inverted_jet_veto = False\n",
    "if (do_jet_veto and do_inverted_jet_veto):\n",
    "    print(\"Please check jet veto! Aborting...\")\n",
    "    exit()\n",
    "\n",
    "do_muon_veto = False\n",
    "do_inverted_muon_veto = False\n",
    "if (do_muon_veto and do_inverted_muon_veto):\n",
    "    print(\"Please check muon veto! Aborting...\")\n",
    "    exit()\n",
    "\n",
    "do_csc_time_spread_cut = False\n",
    "do_csc_in_time_cut = False\n",
    "do_ME_veto = True\n",
    "do_MB_veto = True\n",
    "do_HLT_eta_cut = False#True\n",
    "do_L1_plateau = True\n",
    "\n",
    "plot_string = \"\"\n",
    "#plot_string = \"_jet_veto\"\n",
    "#plot_string = \"_csc_time_spread_cut\"\n",
    "#plot_string = \"_csc_in_time_cut\"\n",
    "#plot_string = \"\"\n",
    "#plot_string = \"_ME_veto\"\n",
    "#plot_string = \"_ME_veto_HLT_eta_cut\"\n",
    "#plot_string = \"_ME_veto_HLT_eta_cut_at_least_1_cluster\"\n",
    "#plot_string = \"_ME_veto_HLT_eta_cut_in_time_cut_at_least_1_cluster\"\n",
    "#plot_string+= \"_exactly_1_csc_cluster\"\n",
    "\n",
    "plot_string+= \"_exactly_2_csc_clusters_ME_veto\"\n",
    "#plot_string+= \"_2_csc_clusters_ME_veto\"\n",
    "#plot_string+= \"_at_least_1_csc_cluster_ME_veto\"\n",
    "#plot_string+= \"_csc_dt_cluster_ME_veto\"\n",
    "#plot_string+= \"_csc_dt_cluster_ME_MB_veto\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "52e5fddf",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "b'cscRechitClusterNStation10'\n",
      "b'cscRechitClusterAvgStation10'\n",
      "b'cscRechitClusterMaxStation'\n",
      "b'cscRechitClusterMaxStationRatio'\n",
      "b'dtRechitClusterNSegStation1'\n",
      "b'dtRechitClusterNSegStation2'\n",
      "b'dtRechitClusterNSegStation3'\n",
      "b'dtRechitClusterNSegStation4'\n",
      "b'dtRechitClusterNOppositeSegStation1'\n",
      "b'dtRechitClusterNOppositeSegStation2'\n",
      "b'dtRechitClusterNOppositeSegStation3'\n",
      "b'dtRechitClusterNOppositeSegStation4'\n",
      "b'dtRechitClusterNoiseHitStation1'\n",
      "b'dtRechitClusterNoiseHitStation2'\n",
      "b'dtRechitClusterNoiseHitStation3'\n",
      "b'dtRechitClusterNoiseHitStation4'\n",
      "b'dtRechitClusterNStation10'\n",
      "b'dtRechitClusterAvgStation10'\n",
      "b'dtRechitClusterMaxStation'\n",
      "b'dtRechitClusterMaxStationRatio'\n",
      "b'dtRechitClusterNHitStation1'\n",
      "b'dtRechitClusterNHitStation2'\n",
      "b'dtRechitClusterNHitStation3'\n",
      "b'dtRechitClusterNHitStation4'\n"
     ]
    }
   ],
   "source": [
    "for a in branch_names:\n",
    "    #if \"MB1\" in str(a):\n",
    "    #    print(a)\n",
    "    if \"Station\" in str(a):\n",
    "        print(a)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "bb3672eb",
   "metadata": {},
   "outputs": [],
   "source": [
    "for k, T in tree.items():\n",
    "    tree_keys.append(k)\n",
    "    #if not k == 'data' and not k[-4:] == '1000':continue\n",
    "########### SELECTION: CLUSTERS ############\n",
    "    jet_veto_csc = T.array('cscRechitCluster' + cluster_index + 'JetVetoPt')<30\n",
    "    muon_veto_csc = np.logical_not(np.logical_and(T.array('cscRechitClusterMuonVetoPt') >= 30, T.array('cscRechitClusterMuonVetoGlobal')))\n",
    "    \n",
    "    sel_csccluster = T.array('cscRechitClusterSize') >= 0\n",
    "    \n",
    "    if do_jet_veto:\n",
    "        sel_csccluster = jet_veto_csc\n",
    "    if do_inverted_jet_veto:\n",
    "        sel_csccluster = np.logical_not(jet_veto_csc)       \n",
    "\n",
    "    if do_muon_veto:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster, muon_veto_csc)\n",
    "    if do_inverted_muon_veto:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster, np.logical_not(muon_veto_csc))    \n",
    "        \n",
    "\n",
    "    \n",
    "    #Missing branch:\n",
    "    #sel_csccluster = np.logical_and(sel_csccluster, np.abs(T.array('cscRechitCluster' + cluster_index + 'MetEENoise_dPhi'))<1.2)\n",
    "\n",
    "    #Missing branch:\n",
    "    #sel_csccluster = np.logical_and(sel_csccluster, T.array('cscRechitCluster' + cluster_index + 'Me11Ratio')<1)\n",
    "\n",
    "    #Time spread cut\n",
    "    if do_csc_time_spread_cut:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster, T.array('cscRechitCluster' + cluster_index + 'TimeSpreadWeightedAll')<20)\n",
    "    \n",
    "    #Time cut\n",
    "    if do_csc_in_time_cut:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster, np.logical_and(\n",
    "            T.array('cscRechitCluster' + cluster_index + 'TimeWeighted')< 12.5, \n",
    "            T.array('cscRechitCluster' + cluster_index + 'TimeWeighted') > -5))\n",
    "\n",
    "    #ME11 and ME12 veto\n",
    "    ME11_veto = np.logical_and(\n",
    "        T.array('cscRechitCluster' + cluster_index + 'NRechitChamberMinus11')==0  ,\n",
    "        T.array('cscRechitCluster' + cluster_index + 'NRechitChamberPlus11')==0\n",
    "    )  \n",
    "\n",
    "    ME12_veto = np.logical_and(\n",
    "        T.array('cscRechitCluster' + cluster_index + 'NRechitChamberMinus12')==0  ,\n",
    "        T.array('cscRechitCluster' + cluster_index + 'NRechitChamberPlus12')==0\n",
    "    )      \n",
    "\n",
    "    \n",
    "    \n",
    "    \n",
    "    \n",
    "    #Try to understand if some categories have a different resolution in time\n",
    "    #Trigger cat1\n",
    "    sel_trgCluster_tr1 = np.logical_and( T.array('cscRechitClusterSize') >= 100, np.logical_and(T.array('cscRechitClusterNStation10')>=2, np.abs(T.array('cscRechitClusterEta'))<1.9))\n",
    "    #Trigger cat2\n",
    "    sel_trgCluster_tr2 = np.logical_and( T.array('cscRechitClusterSize') >= 200, np.logical_and(T.array('cscRechitClusterNStation10')==1, np.abs(T.array('cscRechitClusterEta'))<1.9))\n",
    "    #Trigger cat3    \n",
    "    sel_trgCluster_tr3 = np.logical_and( T.array('cscRechitClusterSize') >= 500, np.abs(T.array('cscRechitClusterEta'))>=1.9)\n",
    "    \n",
    "    sel_trgCluster = np.logical_and( T.array('cscRechitClusterSize') >= 100, np.logical_and(T.array('cscRechitClusterNStation10')>=2, np.abs(T.array('cscRechitClusterEta'))<1.9))\n",
    "    sel_trgCluster =np.logical_or(sel_trgCluster, np.logical_and( T.array('cscRechitClusterSize') >= 200, np.logical_and(T.array('cscRechitClusterNStation10')==1, np.abs(T.array('cscRechitClusterEta'))<1.9)))\n",
    "    sel_trgCluster =np.logical_or(sel_trgCluster, np.logical_and( T.array('cscRechitClusterSize') >= 500, np.abs(T.array('cscRechitClusterEta'))>=1.9))\n",
    "    \n",
    "    \n",
    "    if do_ME_veto:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster,\n",
    "                                    np.logical_and(ME11_veto,ME12_veto)\n",
    "                                   ) \n",
    "    if do_HLT_eta_cut:\n",
    "        sel_csccluster = np.logical_and(sel_csccluster,sel_trgCluster)\n",
    "        \n",
    "        \n",
    "    sel_dtcluster = T.array('dtRechitClusterSize') >= 0\n",
    "    #Missing branch:\n",
    "    #sel_dtcluster = np.abs(T.array('dtRechitClusterMetEENoise_dPhi')) < 1\n",
    "    jet_veto_dt = np.abs(T.array('dtRechitClusterJetVetoPt')) < 50\n",
    "    muon_veto_dt = np.logical_not(np.logical_and(T.array('dtRechitClusterMuonVetoPt') >= 10, T.array('dtRechitClusterMuonVetoLooseId')))\n",
    "    if do_muon_veto:\n",
    "        sel_dtcluster = np.logical_and(sel_dtcluster, muon_veto_dt)\n",
    "    if do_jet_veto:\n",
    "        sel_dtcluster = np.logical_and(sel_dtcluster, jet_veto_dt)\n",
    "\n",
    "    MB1_veto = T.array('dtRechitClusterNHitStation1') == 0\n",
    "    if do_MB_veto:\n",
    "        sel_dtcluster = np.logical_and(sel_dtcluster, MB1_veto)\n",
    "        \n",
    "    #Check with Christina:\n",
    "    #These selections ensure there are no clusters with hits in 4 DT stations to reduce muon background\n",
    "    #MB1 veto was not applied in Run2 double tag\n",
    "    #But we apply it now since it's present at HLT --> no need to implement this on top\n",
    "    '''\n",
    "    sel_dtcluster = np.logical_and(sel_dtcluster, np.logical_not(np.logical_and(T.array('dtRechitClusterMaxStation')==1, T.array('dtRechitClusterMaxStationRatio')>0.9)))\n",
    "    cut = 5\n",
    "    station = (T.array('dtRechitClusterNSegStation1')>cut).astype(int)+(T.array('dtRechitClusterNSegStation2')>cut).astype(int)\\\n",
    "+(T.array('dtRechitClusterNSegStation3')>cut).astype(int)+(T.array('dtRechitClusterNSegStation4')>cut).astype(int)\n",
    "\n",
    "    max_station = np.maximum(np.maximum(np.maximum(T.array('dtRechitClusterNSegStation1'), T.array('dtRechitClusterNSegStation2')), T.array('dtRechitClusterNSegStation3')), T.array('dtRechitClusterNSegStation4'))\n",
    "    min_station = np.minimum(np.minimum(np.minimum(T.array('dtRechitClusterNSegStation1'), T.array('dtRechitClusterNSegStation2')), T.array('dtRechitClusterNSegStation3')), T.array('dtRechitClusterNSegStation4'))\n",
    "    sel_dtcluster = np.logical_and(sel_dtcluster, np.logical_or(station<4, min_station/max_station<0.4))\n",
    "    '''\n",
    "    \n",
    "    #print(max_station)\n",
    "    #print(sel_dtcluster)\n",
    "    \n",
    "    \n",
    "########### SELECTION: JETS ############\n",
    "    \n",
    "    sel_jet = np.logical_and(T.array('jetPt') > jetPt_cut, np.abs(T.array('jetEta')) < 2.4 )\n",
    "\n",
    "########### SELECTION: EVENTS ############\n",
    "    hlt = T['HLTDecision'].array()    \n",
    "    HLT_CscCluster_Loose = hlt[:,566]\n",
    "    HLT_CscCluster_Medium = hlt[:,567]\n",
    "    HLT_CscCluster_Tight = hlt[:,568]\n",
    "    HLT_L1CSCShower_DTCluster50 = hlt[:,569]\n",
    "    HLT_L1CSCShower_DTCluster75 = hlt[:,570]\n",
    "\n",
    "    #Or of the triggers: starting with the CSC ones\n",
    "    #hlt_sel_ev[k] = np.logical_or(HLT_CscCluster_Loose,np.logical_or(HLT_CscCluster_Medium,HLT_CscCluster_Tight))\n",
    "    if category==2:\n",
    "        hlt_sel_ev[k] = HLT_L1CSCShower_DTCluster50\n",
    "    else:\n",
    "        hlt_sel_ev[k] = HLT_CscCluster_Loose\n",
    "\n",
    "    #sel_ev[k]  = np.logical_and(sel_ev[k], T.array('category') == 0)\n",
    "    #sel_ev[k] = np.logical_and(sel_ev[k], (T.array('nDtRings')+T.array('nCscRings'))<10)\n",
    "    #sel_ev[k] = np.logical_and(sel_ev[k] ,T.array('metEENoise') > 200)\n",
    "    sel_ev[k] = T.array('nLeptons') == 0\n",
    "    \n",
    "    #If trigger:\n",
    "    #We don't have correct trigger emulation in signal at the moment\n",
    "    if k == 'data': sel_ev[k] = np.logical_and(sel_ev[k],hlt_sel_ev[k])\n",
    "    if k == 'data': sel_ev[k] = np.logical_and(sel_ev[k], T.array('runNum')>=360019)\n",
    "    \n",
    "    ##print(\"Events passing so far: \", sel_ev[k].sum())\n",
    "    #sel_ev[k] = np.logical_and(sel_ev[k] , sel_jet.sum()>=1)\n",
    "    #sel_ev[k] = np.logical_and(sel_ev[k],T.array('Flag2_all'))\n",
    "    ##print(\"Events passing so far: \", sel_ev[k].sum())\n",
    "    \n",
    "\n",
    "\n",
    "\n",
    "    if category == 0:\n",
    "        sel_ev[k]  = np.logical_and(sel_ev[k],sel_csccluster.sum() == 1)\n",
    "        hlt_sel_ev[k] = np.logical_and(sel_ev[k],hlt_sel_ev[k])\n",
    "        #Adding this to avoid overlaps as a starting point\n",
    "#         sel_ev[k]  = np.logical_and(sel_ev[k],sel_dtcluster.sum() == 0)\n",
    "    elif category == 1:\n",
    "        sel_ev[k]  = np.logical_and(sel_ev[k],sel_csccluster.sum() == 2)\n",
    "        hlt_sel_ev[k] = np.logical_and(sel_ev[k],hlt_sel_ev[k])\n",
    "    elif category == 2:      \n",
    "        sel_ev[k]  = np.logical_and(sel_ev[k],sel_csccluster.sum() == 1)\n",
    "        sel_ev[k]  = np.logical_and(sel_ev[k],sel_dtcluster.sum() == 1)\n",
    "        hlt_sel_ev[k] = np.logical_and(sel_ev[k],hlt_sel_ev[k])\n",
    "    elif category == -1:      \n",
    "        sel_ev[k]  = np.logical_and(sel_ev[k],sel_csccluster.sum() >= 1)\n",
    "        hlt_sel_ev[k] = np.logical_and(sel_ev[k],hlt_sel_ev[k])       \n",
    "\n",
    "    #Here we can try to go in the plateau of L1 to reduce the size...\n",
    "    #TODO\n",
    "        \n",
    "########### BRANCHES ############\n",
    "    ##### event variables #####\n",
    "    #gLLP_beta[k] = T.array('gLLP_beta')[sel_ev[k]]\n",
    "\n",
    "    if category == 0 or category==-1 or category==1:\n",
    "        cscClusterMuonVetoPt[k] = T.array('cscRechitCluster' + cluster_index + 'MuonVetoPt')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterJetVetoPt[k] = T.array('cscRechitCluster' + cluster_index + 'JetVetoPt')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterPhi[k] = T.array('cscRechitCluster' + cluster_index + 'Phi')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterEta[k] = T.array('cscRechitCluster' + cluster_index + 'Eta')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterSize[k] =  T.array('cscRechitCluster' + cluster_index + 'Size')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterTimeSpread[k] =  T.array('cscRechitCluster' + cluster_index + 'TimeSpreadWeightedAll')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterTime[k] =  T.array('cscRechitCluster' + cluster_index + 'TimeWeighted')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        #cscRechitClusterDphi1[k] =  T.array('cscRechitCluster' + cluster_index + 'MetEENoise_dPhi')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        #cscRechitClusterMe11Ratio[k] =  T.array('cscRechitCluster' + cluster_index + 'Me11Ratio')[sel_csccluster][sel_ev[k]]  \n",
    "        cscClusterSize2[k] =  T.array('cscRechitCluster' + cluster_index + 'Size')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 1)  ][:,:]\n",
    "        cscClusterTime2[k] =  T.array('cscRechitCluster' + cluster_index + 'TimeWeighted')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 1)  ][:,:]\n",
    "        cscClusterEta2[k] =  T.array('cscRechitCluster' + cluster_index + 'Eta')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 1)  ][:,:]\n",
    "        \n",
    "        cscClusterSize3[k] =  T.array('cscRechitCluster' + cluster_index + 'Size')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 2)  ][:,:]\n",
    "        cscClusterTime3[k] =  T.array('cscRechitCluster' + cluster_index + 'TimeWeighted')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 2)  ][:,:]\n",
    "        cscClusterEta3[k] =  T.array('cscRechitCluster' + cluster_index + 'Eta')[sel_csccluster][ np.logical_and(sel_ev[k],sel_csccluster.sum() > 2)  ][:,:]\n",
    "\n",
    "        cscClusterR[k] = np.sqrt(  T.array('cscRechitCluster' + cluster_index + 'X')[sel_csccluster][sel_ev[k]][:,:]**2 + T.array('cscRechitCluster' + cluster_index + 'Y')[sel_csccluster][sel_ev[k]][:,:]**2 )\n",
    "        cscClusterZ[k] = T.array('cscRechitCluster' + cluster_index + 'Z')[sel_csccluster][sel_ev[k]][:,:]        \n",
    "        \n",
    "        cscClusterNStation[k] =  T.array('cscRechitCluster' + cluster_index + 'NStation10')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        nCscClusters[k] = sel_csccluster.sum()[sel_ev[k]]\n",
    "        nDtClusters[k] = sel_dtcluster.sum()[sel_ev[k]]\n",
    "\n",
    "        \n",
    "        sel_jetveto_csc[k] = jet_veto_csc[sel_csccluster][sel_ev[k]][:,:]\n",
    "        sel_muonveto_csc[k] = muon_veto_csc[sel_csccluster][sel_ev[k]][:,:]\n",
    "        \n",
    "\n",
    "        hlt_sel_ev[k] = hlt_sel_ev[k][ sel_ev[k] ]\n",
    "        sel_ev[k] = sel_ev[k][ sel_ev[k] ]        \n",
    "\n",
    "    elif category == 2:\n",
    "        dtClusterMuonVetoPt[k] = T.array('dtRechitClusterMuonVetoPt')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterJetVetoPt[k] = T.array('dtRechitClusterJetVetoPt')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterPhi[k] = T.array('dtRechitClusterPhi')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterEta[k] = T.array('dtRechitClusterEta')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterSize[k] =  T.array('dtRechitClusterSize')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterTime[k] =  T.array('dtRechitCluster_match_RPCBx_dPhi0p5')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterNStation[k] =  T.array('dtRechitClusterNStation10')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtClusterNHitStation1[k] = T.array('dtRechitClusterNHitStation1')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtCluster_match_MB1hits_0p4[k] = T.array('dtRechitCluster_match_MB1hits_0p4')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        dtCluster_match_MB1hits_0p5[k] = T.array('dtRechitCluster_match_MB1hits_0p5')[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        \n",
    "        \n",
    "        cscClusterMuonVetoPt[k] = T.array('cscRechitCluster' + cluster_index + 'MuonVetoPt')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterJetVetoPt[k] = T.array('cscRechitCluster' + cluster_index + 'JetVetoPt')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterPhi[k] = T.array('cscRechitCluster' + cluster_index + 'Phi')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterEta[k] = T.array('cscRechitCluster' + cluster_index + 'Eta')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterR[k] = np.sqrt(  T.array('cscRechitCluster' + cluster_index + 'X')[sel_csccluster][sel_ev[k]][:,:]**2 + T.array('cscRechitCluster' + cluster_index + 'Y')[sel_csccluster][sel_ev[k]][:,:]**2 )\n",
    "        cscClusterZ[k] = T.array('cscRechitCluster' + cluster_index + 'Z')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterSize[k] =  T.array('cscRechitCluster' + cluster_index + 'Size')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterTime[k] =  T.array('cscRechitCluster' + cluster_index + 'Time')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterTimeSpread[k] =  T.array('cscRechitCluster' + cluster_index + 'TimeSpread')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        cscClusterNStation[k] =  T.array('cscRechitCluster' + cluster_index + 'NStation10')[sel_csccluster][sel_ev[k]][:,:]\n",
    "        nCscClusters[k] = sel_csccluster.sum()[sel_ev[k]]\n",
    "        nDtClusters[k] = sel_dtcluster.sum()[sel_ev[k]]\n",
    "        \n",
    "        \n",
    "        sel_jetveto_csc[k] = jet_veto_csc[sel_csccluster][sel_ev[k]][:,:]\n",
    "        sel_muonveto_csc[k] = muon_veto_csc[sel_csccluster][sel_ev[k]][:,:]\n",
    "        \n",
    "        sel_jetveto_dt[k] = jet_veto_dt[sel_dtcluster][sel_ev[k]][:,:]\n",
    "        sel_muonveto_dt[k] = muon_veto_dt[sel_dtcluster][sel_ev[k]][:,:]        \n",
    "        #This gives some errors...\n",
    "        #nMe11[k] = T.array('cscRechitCluster' + cluster_index + 'NRechitChamberPlus11')[sel_csccluster][sel_ev[k]][:,0]+T.array('cscRechitCluster' + cluster_index + 'NRechitChamberMinus11')[sel_csccluster][sel_ev[k]][:,0]\n",
    "\n",
    "        #To be fixed, some issues with deltaPhi function\n",
    "        #deltaRCluster[k] = deltaR(dtRechitClusterEta[k], dtRechitClusterPhi[k],cscRechitClusterEta[k], cscRechitClusterPhi[k])\n",
    "        #deltaEta[k] = dtRechitClusterEta[k]-cscRechitClusterEta[k]\n",
    "\n",
    "        dtClusterMaxStation[k] = T.array('dtRechitClusterMaxStation')[sel_dtcluster][sel_ev[k]]\n",
    "        \n",
    "        hlt_sel_ev[k] = hlt_sel_ev[k][ sel_ev[k] ]\n",
    "        sel_ev[k] = sel_ev[k][ sel_ev[k] ]\n",
    "\n",
    "    nClusterRatio[k] = np.divide(nCscClusters[k].astype(float),nDtClusters[k].astype(float),out=np.zeros_like(nDtClusters[k].astype(float)),where=(nDtClusters[k].astype(float) != 0))\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "38016838",
   "metadata": {},
   "source": [
    "# L1 and HLT plateau"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "7c541ab6",
   "metadata": {},
   "outputs": [],
   "source": [
    "first_in_ME11 = {}\n",
    "first_in_ME12 = {}\n",
    "first_in_ME13 = {}\n",
    "first_in_ME21 = {}\n",
    "first_in_ME22 = {}\n",
    "first_in_ME31 = {}\n",
    "first_in_ME32 = {}\n",
    "first_in_ME41 = {}\n",
    "first_in_ME42 = {}\n",
    "\n",
    "\n",
    "first_fired_L1 = {}\n",
    "\n",
    "first_in_plateau_ME11 = {}\n",
    "first_in_plateau_ME12 = {}\n",
    "first_in_plateau_ME13 = {}\n",
    "first_in_plateau_ME21 = {}\n",
    "first_in_plateau_ME22 = {}\n",
    "first_in_plateau_ME31 = {}\n",
    "first_in_plateau_ME32 = {}\n",
    "first_in_plateau_ME41 = {}\n",
    "first_in_plateau_ME42 = {}\n",
    "first_in_plateau = {}\n",
    "\n",
    "\n",
    "first_fired_HLT = {} \n",
    "first_fired_HLT_tr1 = {}\n",
    "first_fired_HLT_tr2 = {}\n",
    "first_fired_HLT_tr3 = {}\n",
    "\n",
    "for k in tree_keys:\n",
    "\n",
    "    #First cluster specific    \n",
    "    first_in_ME11[k] = (cscClusterR[k][:,0]>100)&(cscClusterR[k][:,0]<275) &(abs(cscClusterZ[k][:,0])>580)&(abs(cscClusterZ[k][:,0])<632) \n",
    "    first_in_ME12[k] = (cscClusterR[k][:,0]>275)&(cscClusterR[k][:,0]<465) &(abs(cscClusterZ[k][:,0])>668)&(abs(cscClusterZ[k][:,0])<724)\n",
    "    first_in_ME13[k] = (cscClusterR[k][:,0]>505)&(cscClusterR[k][:,0]<700) &(abs(cscClusterZ[k][:,0])>668)&(abs(cscClusterZ[k][:,0])<724)\n",
    "\n",
    "    first_in_ME21[k] = (cscClusterR[k][:,0]>139)&(cscClusterR[k][:,0]<345) &(abs(cscClusterZ[k][:,0])>789)&(abs(cscClusterZ[k][:,0])<850)\n",
    "    first_in_ME22[k] = (cscClusterR[k][:,0]>357)&(cscClusterR[k][:,0]<700) &(abs(cscClusterZ[k][:,0])>791)&(abs(cscClusterZ[k][:,0])<850)\n",
    "\n",
    "    first_in_ME31[k] = (cscClusterR[k][:,0]>160)&(cscClusterR[k][:,0]<345) &(abs(cscClusterZ[k][:,0])>915)&(abs(cscClusterZ[k][:,0])<970)\n",
    "    first_in_ME32[k] = (cscClusterR[k][:,0]>357)&(cscClusterR[k][:,0]<700) &(abs(cscClusterZ[k][:,0])>911)&(abs(cscClusterZ[k][:,0])<970)\n",
    "\n",
    "    first_in_ME41[k] = (cscClusterR[k][:,0]>178)&(cscClusterR[k][:,0]<345) &(abs(cscClusterZ[k][:,0])>1002)&(abs(cscClusterZ[k][:,0])<1063)\n",
    "    first_in_ME42[k] = (cscClusterR[k][:,0]>357)&(cscClusterR[k][:,0]<700) &(abs(cscClusterZ[k][:,0])>1002)&(abs(cscClusterZ[k][:,0])<1063)\n",
    "    \n",
    "    first_in_plateau_ME11[k] = first_in_ME11[k] & (cscClusterSize[k][:,0]>=500)\n",
    "    first_in_plateau_ME21[k] = first_in_ME21[k] & (cscClusterSize[k][:,0]>=500)\n",
    "    first_in_plateau_ME31[k] = first_in_ME31[k] & (cscClusterSize[k][:,0]>=500)\n",
    "    first_in_plateau_ME41[k] = first_in_ME41[k] & (cscClusterSize[k][:,0]>=500)\n",
    "\n",
    "    first_in_plateau_ME12[k] = first_in_ME12[k] & (cscClusterSize[k][:,0]>=200)\n",
    "    first_in_plateau_ME13[k] = first_in_ME13[k] & (cscClusterSize[k][:,0]>=200)\n",
    "    first_in_plateau_ME22[k] = (first_in_ME22[k]) & (cscClusterSize[k][:,0]>=200)\n",
    "    first_in_plateau_ME32[k] = first_in_ME32[k] & (cscClusterSize[k][:,0]>=200)\n",
    "    first_in_plateau_ME42[k] = first_in_ME42[k] & (cscClusterSize[k][:,0]>=200)    \n",
    "    \n",
    "    first_in_plateau[k] = first_in_plateau_ME11[k] | first_in_plateau_ME12[k] | first_in_plateau_ME13[k] | first_in_plateau_ME21[k] | first_in_plateau_ME22[k] | first_in_plateau_ME31[k] | first_in_plateau_ME32[k] | first_in_plateau_ME41[k] | first_in_plateau_ME42[k]\n",
    "    \n",
    "    #print(HLT_plateau[k].shape)\n",
    "    #print(sel_ev[k].shape)\n",
    "    #print(cscClusterSize[k].shape)\n",
    "    #print(first_in_ME22[k])\n",
    "    #print(first_in_plateau_ME22[k])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0e340112",
   "metadata": {},
   "source": [
    "## Effect of CSC being in more than one station\n",
    "\n",
    "Look at smoothness of DT"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "e1c03da0",
   "metadata": {},
   "outputs": [],
   "source": [
    "dict_ME = {}\n",
    "dict_ME[\"ME11\"] = first_in_plateau_ME11\n",
    "dict_ME[\"ME12\"] = first_in_plateau_ME12\n",
    "dict_ME[\"ME13\"] = first_in_plateau_ME13\n",
    "dict_ME[\"ME21\"] = first_in_plateau_ME21\n",
    "dict_ME[\"ME22\"] = first_in_plateau_ME22\n",
    "dict_ME[\"ME31\"] = first_in_plateau_ME31\n",
    "dict_ME[\"ME32\"] = first_in_plateau_ME32\n",
    "dict_ME[\"ME41\"] = first_in_plateau_ME41\n",
    "dict_ME[\"ME42\"] = first_in_plateau_ME42\n",
    "dict_ME[\"all\"]  = first_in_plateau"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "94cad062",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscTime_in_plateau_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscTime_in_plateau_exactly_2_csc_clusters_ME_veto.png has been created\n"
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\n",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.12,0.75,0.37,0.87)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "       \n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "        cut = dict_ME[m][k]\n",
    "        h1[k] = create_TH1D(cscClusterTime[k][ cut ][:,1].flatten(),title=\"\",axis_title = ['Cluster time','Events'], binning=[100,-100,150])\n",
    "        h1[k].SetLineColor(2)\n",
    "        h1[k].SetLineWidth(2)\n",
    "        h1[k].SetMarkerColor(2)\n",
    "        h1[k].SetMarkerStyle(20)\n",
    "        h1[k].SetMarkerSize(1.2)\n",
    "        if scale and h1[k].Integral()>0:h1[k].Scale(1./h1[k].Integral())\n",
    "        \n",
    "        h0[k] = create_TH1D(cscClusterTime[k][ cut ][:,0].flatten(),title=\"\",axis_title = ['Cluster time','Events'], binning=[100,-100,150])\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())            \n",
    "        if 'data' in k:\n",
    "            h0[k].Draw('PE same')\n",
    "            h1[k].Draw('PE same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC data\",\"PE\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC data\",\"PE\")\n",
    "        else:\n",
    "            h0[k].Draw('HISTO same')\n",
    "            h1[k].Draw('HISTO same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC signal\",\"L\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC signal\",\"L\")\n",
    "\n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    # if setlog: \n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscTime_in_plateau\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscTime_in_plateau\"+lab+plot_string+\".png\")\n",
    "    #can.Close()        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "e21443b2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "Warning in <TCanvas::Constructor>: Deleting canvas with same name: c\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscNStation_in_plateau_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscNStation_in_plateau_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for k in tree_keys:\n",
    "    \n",
    "    for m in dict_ME.keys():\n",
    "        \n",
    "        can = rt.TCanvas('c','c', 1000, 800)\n",
    "        leg = rt.TLegend(0.5,0.7,0.75,0.8)\n",
    "        leg.SetTextSize(0.03)\n",
    "        leg.SetBorderSize(0)\n",
    "        leg.SetEntrySeparation(0.01)\n",
    "        h0 = {}\n",
    "        h1 = {}\n",
    "        h2 = {}\n",
    "        can.cd()\n",
    "        scale=False\n",
    "\n",
    "        if m!=\"all\":\n",
    "            leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau\")\n",
    "            lab = \"_\"+m\n",
    "        else:\n",
    "            leg.SetHeader(\"First CSC cluster in L1/HLT plateau\")\n",
    "            lab = \"\"\n",
    "    \n",
    "        cut = dict_ME[m][k]\n",
    "        h0[k] = create_TH1D(cscClusterNStation[k][ cut ][:,0].flatten(),title=\"\",axis_title = ['Cluster n. station','Events'], binning=[4,0.5,4.5])\n",
    "        leg.AddEntry(h0[k],\"CSC\")\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "     \n",
    "        h0[k].Draw('PE same')\n",
    "\n",
    "        leg.Draw()\n",
    "        can.SetRightMargin(0.05)\n",
    "        drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "        # if setlog: \n",
    "        can.SetLogy()\n",
    "        can.Draw()\n",
    "        can.Print(\"plots/V1p19_\"+vers+\"/CscNStation_in_plateau\"+lab+plot_string+\".pdf\")\n",
    "        can.Print(\"plots/V1p19_\"+vers+\"/CscNStation_in_plateau\"+lab+plot_string+\".png\")\n",
    "        can.Close()\n",
    "        h0[k].Delete()        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b13d08b2",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.87)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "\n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau\")\n",
    "        lab = \"\"\n",
    "\n",
    "    can.cd()\n",
    "    scale=False  \n",
    "    for k in tree_keys:\n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k]\n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50)\n",
    "            \n",
    "        h0[k] = create_TH1D(cscClusterSize[k][ cut ][:,0].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])        \n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "        #h[k].SetMaximum(1.5)\n",
    "        #h[k].SetMinimum(0.002)\n",
    "\n",
    "        h1[k] = create_TH1D(cscClusterSize[k][ cut ][:,1].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])\n",
    "        h1[k].SetLineColor(2)\n",
    "        h1[k].SetLineWidth(2)\n",
    "        h1[k].SetMarkerColor(2)\n",
    "        h1[k].SetMarkerStyle(20)\n",
    "        h1[k].SetMarkerSize(1.2)\n",
    "        if scale and h1[k].Integral()>0:h1[k].Scale(1./h1[k].Integral())\n",
    "        #h[k].SetMaximum(1.5)\n",
    "        #h[k].SetMinimum(0.002)\n",
    "\n",
    "        if 'data' in k:\n",
    "            leg.AddEntry(h0[k],\"1st CSC data\",\"PE\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC data, |time|>50 ns\",\"PE\")\n",
    "            h1[k].Draw('PE same')        \n",
    "            h0[k].Draw('PE same')\n",
    "\n",
    "        else:\n",
    "            leg.AddEntry(h0[k],\"1st CSC, signal\",\"L\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC, signal\",\"L\")\n",
    "            h1[k].Draw('HISTO same')        \n",
    "            h0[k].Draw('HISTO same')\n",
    "            \n",
    "        #h1[k].Delete()\n",
    "        #h0[k].Delete() \n",
    "            \n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    # if setlog: \n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau\"+lab+plot_string+\".png\")\n",
    "    can.Close()       "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "ac9812d3",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.8)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "\n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k]\n",
    "            \n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50)\n",
    "    \n",
    "        tmp_csc_eta = cscClusterEta[k][ cut ][:,0].flatten()\n",
    "        tmp_csc_phi = cscClusterPhi[k][ cut ][:,0].flatten()\n",
    "        tmp_dt_eta = cscClusterEta[k][ cut ][:,1].flatten()\n",
    "        tmp_dt_phi = cscClusterPhi[k][ cut ][:,1].flatten()\n",
    "        dR = deltaR(tmp_csc_eta, tmp_csc_phi, tmp_dt_eta, tmp_dt_phi)\n",
    "        h0[k] = create_TH1D(dR,title=\"\",axis_title = ['CSC-CSC cluster #Delta R','Events'], binning=[100,0,6])\n",
    "        #leg.AddEntry(h0[k],\"CSC\")\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "        #h[k].SetMaximum(1.5)\n",
    "        #h[k].SetMinimum(0.002)\n",
    "\n",
    "        if 'data' in k:     \n",
    "            h0[k].Draw('PE same')\n",
    "\n",
    "        else:       \n",
    "            h0[k].Draw('HISTO same')\n",
    "        #h0[k].Delete() \n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    # if setlog: \n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau\"+lab+plot_string+\".png\")\n",
    "    can.Close()\n",
    "           "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "9209408c",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_one_station_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.87)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "    \n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau, 1 station\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau, 1 station\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "        \n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]==1)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k] & (cscClusterNStation[k][:,0]==1)\n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]==1)\n",
    "        \n",
    "        h0[k] = create_TH1D(cscClusterSize[k][ cut ][:,0].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "\n",
    "        h1[k] = create_TH1D(cscClusterSize[k][ cut ][:,1].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])\n",
    "        h1[k].SetLineColor(2)\n",
    "        h1[k].SetLineWidth(2)\n",
    "        h1[k].SetMarkerColor(2)\n",
    "        h1[k].SetMarkerStyle(20)\n",
    "        h1[k].SetMarkerSize(1.2)\n",
    "        if scale and h1[k].Integral()>0:h1[k].Scale(1./h1[k].Integral())\n",
    "        \n",
    "        if 'data' in k:\n",
    "            h1[k].Draw('PE same')\n",
    "            h0[k].Draw('PE same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC data\",\"PE\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC data, |time|>50 ns\",\"PE\")\n",
    "        else:\n",
    "            h1[k].Draw('HISTO same')\n",
    "            h0[k].Draw('HISTO same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC signal\",\"L\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC signal\",\"L\")\n",
    "\n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau_one_station\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau_one_station\"+lab+plot_string+\".png\")\n",
    "    can.Close()\n",
    "    #h1[k].Delete()\n",
    "    #h0[k].Delete()        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "32ec8c75",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_one_station_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.8)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau, 1 station\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau, 1 station\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "\n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]==1)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k] & (cscClusterNStation[k][:,0]==1)\n",
    "        \n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]==1)\n",
    "    \n",
    "        tmp_csc_eta = cscClusterEta[k][ cut ][:,0].flatten()\n",
    "        tmp_csc_phi = cscClusterPhi[k][ cut ][:,0].flatten()\n",
    "        tmp_dt_eta = cscClusterEta[k][ cut ][:,1].flatten()\n",
    "        tmp_dt_phi = cscClusterPhi[k][ cut ][:,1].flatten()\n",
    "        dR = deltaR(tmp_csc_eta, tmp_csc_phi, tmp_dt_eta, tmp_dt_phi)\n",
    "        h0[k] = create_TH1D(dR,title=\"\",axis_title = ['CSC-CSC cluster #Delta R','Events'], binning=[100,0,6])\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "\n",
    "        if 'data' in k:\n",
    "            h0[k].Draw('PE same')\n",
    "        else:\n",
    "            h0[k].Draw('HISTO same')\n",
    "        #h0[k].Delete()\n",
    "\n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau_one_station\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau_one_station\"+lab+plot_string+\".png\")\n",
    "    can.Close()          "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "2623993d",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you even going here\n",
      "Are you even going here\n",
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n",
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n",
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n",
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n",
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you printing the canvas?\n",
      "Are you even going here\n",
      "Are you even going here\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Are you printing the canvas?\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCscClusterSize_in_plateau_more_one_station_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.87)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "    \n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau, >1 station\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau, >1 station\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]>1)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k] & (cscClusterNStation[k][:,0]>1)\n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]>1)\n",
    "\n",
    "        h0[k] = create_TH1D(cscClusterSize[k][ cut ][:,0].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "\n",
    "        h1[k] = create_TH1D(cscClusterSize[k][ cut ][:,1].flatten(),title=\"\",axis_title = ['Cluster Size','Events'], binning=[100,0,1000])\n",
    "        h1[k].SetLineColor(2)\n",
    "        h1[k].SetLineWidth(2)\n",
    "        h1[k].SetMarkerColor(2)\n",
    "        h1[k].SetMarkerStyle(20)\n",
    "        h1[k].SetMarkerSize(1.2)\n",
    "        if scale and h1[k].Integral()>0:h1[k].Scale(1./h1[k].Integral())\n",
    "\n",
    "\n",
    "        if 'data' in k:\n",
    "            h1[k].Draw('PE same')\n",
    "            h0[k].Draw('PE same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC data\",\"PE\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC data, |time|>50 ns\",\"PE\")\n",
    "        else:\n",
    "            h1[k].Draw('HISTO same')\n",
    "            h0[k].Draw('HISTO same')\n",
    "            leg.AddEntry(h0[k],\"1st CSC signal\",\"L\")\n",
    "            leg.AddEntry(h1[k],\"2nd CSC signal\",\"L\")\n",
    "        print(\"Are you even going here\")\n",
    "        #h1[k].Delete()\n",
    "        #h0[k].Delete()\n",
    "        \n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau_more_one_station\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCscClusterSize_in_plateau_more_one_station\"+lab+plot_string+\".png\")\n",
    "    print(\"Are you printing the canvas?\")\n",
    "    can.Close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "fa90e83e",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "/nfs/dust/cms/user/lbenato/anaconda3/envs/run3/lib/python3.7/site-packages/root_numpy/_hist.py:76: DeprecationWarning: `np.int` is a deprecated alias for the builtin `int`. To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n",
      "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n",
      "  ROOT.AsCObject(hist), array, weights, return_indices)\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME11_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME11_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME12_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME12_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME13_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME13_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME21_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME21_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME22_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME22_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME31_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME31_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME32_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME32_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME41_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME41_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME42_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_ME42_exactly_2_csc_clusters_ME_veto.png has been created\n",
      "Warning in <TROOT::Append>: Replacing existing TH1: h (Potential memory leak).\n",
      "Info in <TCanvas::Print>: pdf file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_exactly_2_csc_clusters_ME_veto.pdf has been created\n",
      "Info in <TCanvas::Print>: png file plots/V1p19_v10/CscCsc_dR_in_plateau_more_one_station_exactly_2_csc_clusters_ME_veto.png has been created\n"
     ]
    }
   ],
   "source": [
    "for m in dict_ME.keys():\n",
    "        \n",
    "    can = rt.TCanvas('c','c', 1000, 800)\n",
    "    leg = rt.TLegend(0.5,0.7,0.75,0.8)\n",
    "    leg.SetTextSize(0.03)\n",
    "    leg.SetBorderSize(0)\n",
    "    leg.SetEntrySeparation(0.01)\n",
    "    h0 = {}\n",
    "    h1 = {}\n",
    "    h2 = {}\n",
    "    can.cd()\n",
    "    scale=False\n",
    "\n",
    "    if m!=\"all\":\n",
    "        leg.SetHeader(\"First CSC cluster in \"+m+\" L1/HLT plateau, >1 station\")\n",
    "        lab = \"_\"+m\n",
    "    else:\n",
    "        leg.SetHeader(\"First CSC cluster in L1/HLT plateau, >1 station\")\n",
    "        lab = \"\"\n",
    "        \n",
    "    for k in tree_keys:\n",
    "\n",
    "        #if 'data' in k:\n",
    "        #    cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]>1)\n",
    "        #else:\n",
    "        #    cut = dict_ME[m][k] & (cscClusterNStation[k][:,0]>1)\n",
    "        cut = dict_ME[m][k] & (np.abs(cscClusterTime[k][:,1])>50) & (cscClusterNStation[k][:,0]>1)\n",
    "    \n",
    "        tmp_csc_eta = cscClusterEta[k][ cut ][:,0].flatten()\n",
    "        tmp_csc_phi = cscClusterPhi[k][ cut ][:,0].flatten()\n",
    "        tmp_dt_eta = cscClusterEta[k][ cut ][:,1].flatten()\n",
    "        tmp_dt_phi = cscClusterPhi[k][ cut ][:,1].flatten()\n",
    "        dR = deltaR(tmp_csc_eta, tmp_csc_phi, tmp_dt_eta, tmp_dt_phi)\n",
    "        h0[k] = create_TH1D(dR,title=\"\",axis_title = ['CSC-CSC cluster #Delta R','Events'], binning=[100,0,6])\n",
    "        h0[k].SetLineColor(1)\n",
    "        h0[k].SetLineWidth(2)\n",
    "        h0[k].SetMarkerColor(1)\n",
    "        h0[k].SetMarkerStyle(20)\n",
    "        h0[k].SetMarkerSize(1.2)\n",
    "        if scale and h0[k].Integral()>0:h0[k].Scale(1./h0[k].Integral())\n",
    "            \n",
    "        if 'data' in k:\n",
    "            h0[k].Draw('PE same')\n",
    "        else:\n",
    "            h0[k].Draw('HISTO same')\n",
    "        #h0[k].Delete()\n",
    "        \n",
    "    leg.Draw()\n",
    "    can.SetRightMargin(0.05)\n",
    "    drawCMS(lumi, \"Preliminary\", ERA=\"\", onTop=True,left_marg_CMS=0.2,top_marg_cms=0.96,top_marg_lumi=0.965)\n",
    "\n",
    "    can.SetLogy()\n",
    "    can.Draw()\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau_more_one_station\"+lab+plot_string+\".pdf\")\n",
    "    can.Print(\"plots/V1p19_\"+vers+\"/CscCsc_dR_in_plateau_more_one_station\"+lab+plot_string+\".png\")\n",
    "    can.Close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6f19059a",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "id": "bcdf59db",
   "metadata": {},
   "source": [
    "* Check if HLT bit is correct\n",
    "* Split in different CSC categories --> there are kinks..."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f8830b46",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cea40991",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "68ef0c01",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "6d609565",
   "metadata": {},
   "outputs": [],
   "source": []
  }
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