EventShapePlotsMixed.py

#!/usr/bin/env python
 
 
 
"""
<header>
    <input>MCvalidationMixed.root</input>
    <output>EventShapePlotsMixed.root</output>
    <contact>Swagato Banerjee; swagato.banerjee@gmail.com</contact>
    <description>Comparing event shape variables</description>
</header>
"""
 
import ROOT
import argparse
 
 
def get_argument_parser():
    """
    Parses the command line options and returns the corresponding arguments.
    """
 
    parser = argparse.ArgumentParser(
        description=__doc__.split("--examples--")[0],
        # epilog=__doc__.split("--examples--")[1],
        formatter_class=argparse.RawDescriptionHelpFormatter,
        # usage="%(prog)s [optional arguments] [--] program [program arguments]"
    )
 
    parser.add_argument('--input', type=str, default='MCvalidationMixed.root', help='The name of the input root file')
    parser.add_argument('--output', type=str, default='EventShapePlotsMixed.root', help='The name of the output root file')
 
    return parser
 
 
def PlottingHistos(var):
    ''' Plotting function'''
 
    hist = rdf.Histo1D((var, var, 25, range_dic[var][0], range_dic[var][1]), var)
    hist.SetTitle(f";{axis_dic[var]}; Events")
    hist.GetListOfFunctions().Add(ROOT.TNamed('Description', axis_dic[var]))
    hist.GetListOfFunctions().Add(ROOT.TNamed('Check', 'Shape should not change drastically.'))
    hist.GetListOfFunctions().Add(ROOT.TNamed('Contact', 'swagato.banerjee@gmail.com'))
    hist.GetListOfFunctions().Add(ROOT.TNamed('MetaOptions', 'nostats'))
    hist.Write()
 
 
if __name__ == '__main__':
 
    parser = get_argument_parser()
    args = parser.parse_args()
    # load the root file into RDataFrame
    rdf = ROOT.RDataFrame("EventShape", args.input)
 
    # define the variables to plot
    colnames = rdf.GetColumnNames()
    all_list = [str(x) for x in colnames if x[0] != "_"]
 
    # define dictionaries for the ranges and axis-labels
    range_dic = {'foxWolframR1': [0, 0.15],
                 'foxWolframR2': [0, 0.4],
                 'foxWolframR3': [0, 0.25],
                 'foxWolframR4': [0, 0.3],
                 'cleoConeThrust0': [0, 2.5],
                 'cleoConeThrust1': [0, 5],
                 'cleoConeThrust2': [0, 6],
                 'cleoConeThrust3': [0, 6],
                 'cleoConeThrust4': [0, 6],
                 'cleoConeThrust5': [0, 6],
                 'cleoConeThrust6': [0, 5],
                 'cleoConeThrust7': [0, 4],
                 'cleoConeThrust8': [0, 2],
                 'sphericity': [0, 1],
                 'aplanarity': [0, 0.5],
                 'thrust': [0.5, 0.9],
                 'thrustAxisCosTheta': [0, 1],
                 'harmonicMomentThrust0': [0.5, 1.5],
                 'harmonicMomentThrust1': [-0.4, 0.4],
                 'harmonicMomentThrust2': [0, 0.8],
                 'harmonicMomentThrust3': [-0.4, 0.4],
                 'harmonicMomentThrust4': [-0.3, 0.5],
                 }
 
    axis_dic = {'foxWolframR1': 'R_{1}',
                'foxWolframR2': 'R_{2}',
                'foxWolframR3': 'R_{3}',
                'foxWolframR4': 'R_{4}',
                'cleoConeThrust0': "Cleo Cone 0",
                'cleoConeThrust1': "Cleo Cone 1",
                'cleoConeThrust2': "Cleo Cone 2",
                'cleoConeThrust3': "Cleo Cone 3",
                'cleoConeThrust4': "Cleo Cone 4",
                'cleoConeThrust5': "Cleo Cone 5",
                'cleoConeThrust6': "Cleo Cone 6",
                'cleoConeThrust7': "Cleo Cone 7",
                'cleoConeThrust8': "Cleo Cone 8",
                'sphericity': "Sphericity",
                'aplanarity': "Aplanarity",
                'thrust': "Thrust",
                'thrustAxisCosTheta': "ThrustAxisCosTheta",
                'harmonicMomentThrust0': "harmonicMomentThrust0",
                'harmonicMomentThrust1': "harmonicMomentThrust1",
                'harmonicMomentThrust2': "harmonicMomentThrust2",
                'harmonicMomentThrust3': "harmonicMomentThrust3",
                'harmonicMomentThrust4': "harmonicMomentThrust4"
                }
 
    outputFile = ROOT.TFile(args.output, "RECREATE")
    ROOT.gROOT.SetBatch(True)
 
    # plot the histograms
    for var in all_list:
        PlottingHistos(var)
 
    outputFile.Close()