optimization_test Namespace Reference

Functions
def	GetPercentile (histo, X)
def	GetMinimum (histo)

Variables
list	hierarchies = ["nh","ih"]
list	plotvars = ["cp_75thpercentile","mh_minimum"]
	optimization = Optimizations.Optimization("CP_run3")
list	amounts_varied = [177,3544,4177,6177,6911,7177,7862,8177,8186]
list	baseline_medians = []
	mixing_param = plotvar[0:2]
	baseline_file = ROOT.TFile("/lbne/data/users/lblpwg_tools/FastMC_Data/outputs/ljf26/Sensitivity_Plots/ProtonP120GeV_"+hierarchy+"_"+mixing_param+"_histos.root");
list	medians = [[],[],[]]
list	histos = [[],[],[]]
list	amounts_varied_good_files = []
string	var = "Optimizations_CP_run3_"
string	file_prefix = var+"_"
	t_file = ROOT.TFile("/lbne/data/users/lblpwg_tools/FastMC_Data/outputs/ljf26/Sensitivity_Plots/"+file_prefix+"_histos.root");
list	metrics = [[],[],[]]
string	nomfhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r2p4/QGSP_BERT/Nominal/200kA/flux/histos_g4lbne_v3r2p4_QGSP_BERT_Nominal_200kA_LBNEFD_fastmc.root"
string	nomrhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r2p4/QGSP_BERT/Nominal/-200kA/flux/histos_g4lbne_v3r2p4_QGSP_BERT_Nominal_-200kA_LBNEFD_fastmc.root"
string	varfhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r3p2/QGSP_BERT/Optimizations-CP_run3-"
string	varrhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r3p2/QGSP_BERT/Optimizations-CP_run3-"
	energy = optimization.getEnergy(float(amounts_varied_good_files[var]),"")
float	antinufrac = 0.5
string	type = "cp"
	c1 = ROOT.TCanvas(file_prefix);
list	t_graphs = []
int	mgraph = 0
list	line_styles = [1,2,3]
list	line_colors = [1,2,4]
	temp = ROOT.TGraph(len(amounts_varied_good_files),array.array('d',amounts_varied_good_files),array.array('d',medians[i]));
	m_graph = ROOT.TGraph(len(amounts_varied_good_files),array.array('d',amounts_varied_good_files),array.array('d',metrics[i]));
	leg = ROOT.TLegend(0.4,0.2,0.6,0.4);

Function Documentation

def optimization_test.GetMinimum

(

histo

)

Definition at line 20 of file optimization_test.py.

def GetMinimum(histo):
    min = 99999
    for i in range(0,histo.GetNbinsX()):
        if histo.GetBinContent(i+1) < min:
            min = histo.GetBinContent(i+1)
    return min

def optimization_test.GetPercentile	(		histo,
			X
	)

Definition at line 3 of file optimization_test.py.

def GetPercentile(histo,X):
    n = histo.GetNbinsX();
    x = []
    y = []
    
    for i in range(0,n):
        x.append(histo.GetBinCenter(i+1));
        y.append(histo.GetBinContent(i+1));
    y_array = array.array('d',y)

    percentiles = array.array('d',[0.0]);
    probs = array.array('d',[1-float(X)/100.0])

    ROOT.TMath.Quantiles(n,1,y_array,percentiles,probs,False);
    return percentiles[0]

Variable Documentation

list optimization_test.amounts_varied = [177,3544,4177,6177,6911,7177,7862,8177,8186]

Definition at line 36 of file optimization_test.py.

list optimization_test.amounts_varied_good_files = []

Definition at line 56 of file optimization_test.py.

float optimization_test.antinufrac = 0.5

Definition at line 103 of file optimization_test.py.

optimization_test.baseline_file = ROOT.TFile("/lbne/data/users/lblpwg_tools/FastMC_Data/outputs/ljf26/Sensitivity_Plots/ProtonP120GeV_"+hierarchy+"_"+mixing_param+"_histos.root");

Definition at line 41 of file optimization_test.py.

list optimization_test.baseline_medians = []

Definition at line 39 of file optimization_test.py.

optimization_test.c1 = ROOT.TCanvas(file_prefix);

Definition at line 122 of file optimization_test.py.

optimization_test.energy = optimization.getEnergy(float(amounts_varied_good_files[var]),"")

Definition at line 102 of file optimization_test.py.

string optimization_test.file_prefix = var+"_"

Definition at line 61 of file optimization_test.py.

list optimization_test.hierarchies = ["nh","ih"]

Definition at line 27 of file optimization_test.py.

list optimization_test.histos = [[],[],[]]

Definition at line 54 of file optimization_test.py.

optimization_test.leg = ROOT.TLegend(0.4,0.2,0.6,0.4);

Definition at line 159 of file optimization_test.py.

list optimization_test.line_colors = [1,2,4]

Definition at line 128 of file optimization_test.py.

list optimization_test.line_styles = [1,2,3]

Definition at line 127 of file optimization_test.py.

optimization_test.m_graph = ROOT.TGraph(len(amounts_varied_good_files),array.array('d',amounts_varied_good_files),array.array('d',metrics[i]));

Definition at line 150 of file optimization_test.py.

list optimization_test.medians = [[],[],[]]

Definition at line 52 of file optimization_test.py.

list optimization_test.metrics = [[],[],[]]

Definition at line 92 of file optimization_test.py.

int optimization_test.mgraph = 0

Definition at line 125 of file optimization_test.py.

optimization_test.mixing_param = plotvar[0:2]

Definition at line 40 of file optimization_test.py.

string optimization_test.nomfhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r2p4/QGSP_BERT/Nominal/200kA/flux/histos_g4lbne_v3r2p4_QGSP_BERT_Nominal_200kA_LBNEFD_fastmc.root"

Definition at line 95 of file optimization_test.py.

string optimization_test.nomrhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r2p4/QGSP_BERT/Nominal/-200kA/flux/histos_g4lbne_v3r2p4_QGSP_BERT_Nominal_-200kA_LBNEFD_fastmc.root"

Definition at line 96 of file optimization_test.py.

optimization_test.optimization = Optimizations.Optimization("CP_run3")

Definition at line 31 of file optimization_test.py.

list optimization_test.plotvars = ["cp_75thpercentile","mh_minimum"]

Definition at line 28 of file optimization_test.py.

optimization_test.t_file = ROOT.TFile("/lbne/data/users/lblpwg_tools/FastMC_Data/outputs/ljf26/Sensitivity_Plots/"+file_prefix+"_histos.root");

Definition at line 63 of file optimization_test.py.

list optimization_test.t_graphs = []

Definition at line 124 of file optimization_test.py.

optimization_test.temp = ROOT.TGraph(len(amounts_varied_good_files),array.array('d',amounts_varied_good_files),array.array('d',medians[i]));

Definition at line 132 of file optimization_test.py.

string optimization_test.type = "cp"

Definition at line 105 of file optimization_test.py.

string optimization_test.var = "Optimizations_CP_run3_"

Definition at line 60 of file optimization_test.py.

string optimization_test.varfhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r3p2/QGSP_BERT/Optimizations-CP_run3-"

Definition at line 99 of file optimization_test.py.

string optimization_test.varrhcfile = "/lbne/data/users/ljf26/fluxfiles/g4lbne/v3r3p2/QGSP_BERT/Optimizations-CP_run3-"

Definition at line 100 of file optimization_test.py.