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final_plot_OS_sqrt.py
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final_plot_OS_sqrt.py
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import ROOT
import os
import sys
from collections import OrderedDict
import numpy as np
from array import array
from copy import deepcopy
import math as mt
ROOT.gStyle.SetEndErrorSize(0)
def ConvertOptoLatex(op):
d = {
'cHDD': 'Q_{HD}',
'cHbox': 'Q_{Hbox}',
'cW': 'Q_{W}',
'cHB': 'Q_{HB}',
'cHW': 'Q_{HW}',
'cHWB': 'Q_{HWB}',
'cll': 'Q_{ll}',
'cll1': 'Q_{ll}\'',
'cqq1': 'Q_{qq}^{(1)}',
'cqq11': 'Q_{qq}^{(1)}\'',
'cHl1': 'Q_{Hl}^{(1)}',
'cHl3': 'Q_{Hl}^{(3)}',
'cHq1': 'Q_{Hq}^{(1)}',
'cHq3': 'Q_{Hq}^{(3)}',
'cHe': 'Q_{He}',
'cHu': 'Q_{Hu}',
'cHd': 'Q_{Hd}',
'cqq3': 'Q_{qq}^{(3)}',
'cqq31': 'Q_{qq}^{(3)}\'',
}
return d[op]
ROOT.gStyle.SetLineStyleString(11,"7 7")
def AddTgraphBox(op_dict, step_small=0.1, step_big=0.1):
step = step_small
y = 10
for op in op_dict.keys():
y -= step_big
for process in op_dict[op].keys():
y-= step
os = op_dict[op][process]["1s"]
ts = op_dict[op][process]["2s"]
g1 = ROOT.TGraphAsymmErrors(1, array('d', [0]), array('d', [y]), array('d', [abs(os[0])]), array('d', [abs(os[1])]), array('d', [0.03]), array('d', [0.03]))
g1.SetLineWidth(1)
g1.SetLineStyle(1)
g1.SetMarkerStyle(0)
g1.SetMarkerSize(0)
#g1.SetFillStyle(1)
g2 = ROOT.TGraphAsymmErrors(1, array('d', [0]), array('d', [y]), array('d', [abs(ts[0])]), array('d', [abs(ts[1])]), array('d', [0.03]), array('d', [0.03]))
g2.SetLineWidth(1)
g2.SetLineStyle(1)
g2.SetMarkerStyle(0)
g2.SetMarkerSize(0)
#g2.SetFillStyle(3002)
op_dict[op][process]["graph_1s"] = g1
op_dict[op][process]["graph_2s"] = g2
op_dict[op][process]["gy"] = y
def AddTgraph(op_dict, step_small=0.1, step_big=0.1):
step = step_small
y = 10
for op in op_dict.keys():
y -= step_big
for process in op_dict[op].keys():
y-= step
os = op_dict[op][process]["1s"]
ts = op_dict[op][process]["2s"]
g1 = ROOT.TGraphAsymmErrors(1, array('d', [0]), array('d', [y]), array('d', [abs(os[0])]), array('d', [abs(os[1])]), array('d', [0]), array('d', [0]))
g1.SetLineWidth(1)
g1.SetLineStyle(1)
g1.SetMarkerStyle(20)
g1.SetMarkerSize(0.8)
g2 = ROOT.TGraphAsymmErrors(1, array('d', [0]), array('d', [y]), array('d', [abs(ts[0])]), array('d', [abs(ts[1])]), array('d', [0.]), array('d', [0.0]))
g2.SetLineWidth(1)
g2.SetLineStyle(11)
g2.SetMarkerStyle(20)
g2.SetMarkerSize(0.8)
op_dict[op][process]["graph_1s"] = g1
op_dict[op][process]["graph_2s"] = g2
op_dict[op][process]["gy"] = y
def builOPGraph(op_dict, processes, plot_dict):
tgl_1s = dict((i, {}) for i in processes)
tgl_2s = dict((i, {}) for i in processes)
for p in processes:
tgl_1s[p]["x"] = []
tgl_1s[p]["y"] = []
tgl_1s[p]["exl"] = []
tgl_1s[p]["exh"] = []
tgl_1s[p]["eyl"] = []
tgl_1s[p]["eyh"] = []
tgl_2s[p]["x"] = []
tgl_2s[p]["y"] = []
tgl_2s[p]["exl"] = []
tgl_2s[p]["exh"] = []
tgl_2s[p]["eyl"] = []
tgl_2s[p]["eyh"] = []
step = 0.05
y = 10
print("OPERATORS TO PLOT: ", op_dict.keys() )
for op in op_dict.keys():
y -= 0.3
for process in op_dict[op].keys():
y-= step
os = op_dict[op][process]["1s"]
ts = op_dict[op][process]["2s"]
tgl_1s[process]["x"].append(0)
tgl_1s[process]["y"].append(y)
tgl_1s[process]["exl"].append(abs(os[0]))
tgl_1s[process]["eyl"].append(0)
tgl_1s[process]["exh"].append(abs(os[1]))
tgl_1s[process]["eyh"].append(0)
tgl_2s[process]["x"].append(0)
tgl_2s[process]["y"].append(y)
tgl_2s[process]["exl"].append(abs(ts[0]))
tgl_2s[process]["eyl"].append(0)
tgl_2s[process]["exh"].append(abs(ts[1]))
tgl_2s[process]["eyh"].append(0)
tg_1 = []
tg_2 = []
for key in plot_dict.keys():
g1 = ROOT.TGraphAsymmErrors(len(tgl_1s[key]["x"]), array('d', tgl_1s[key]["x"]), array('d', tgl_1s[key]["y"]), array('d', tgl_1s[key]["exl"]), array('d', tgl_1s[key]["exh"]), array('d', tgl_1s[key]["eyl"]), array('d', tgl_1s[key]["eyh"]))
g1.SetLineWidth(2)
g1.SetLineStyle(1)
g1.SetMarkerStyle(20)
g1.SetMarkerSize(1)
g1.SetFillColor(plot_dict[key]["Color"])
g1.SetMarkerColor(plot_dict[key]["Color"])
g1.SetLineColor(plot_dict[key]["Color"])
g2 = ROOT.TGraphAsymmErrors(len(tgl_2s[key]["x"]), array('d', tgl_2s[key]["x"]), array('d', tgl_2s[key]["y"]), array('d', tgl_2s[key]["exl"]), array('d', tgl_2s[key]["exh"]), array('d', tgl_2s[key]["eyl"]), array('d', tgl_2s[key]["eyh"]))
g2.SetLineWidth(2)
g2.SetLineStyle(2)
g2.SetMarkerStyle(20)
g2.SetMarkerSize(1)
g2.SetMarkerColor(plot_dict[key]["Color"])
g2.SetLineColor(plot_dict[key]["Color"])
tg_1.append(g1)
tg_2.append(g2)
print(len(tg_2))
return tg_1, tg_2
if __name__ == "__main__":
plotting_nq = OrderedDict()
plotting_nq["ZZ"] = {
"file_" : "/eos/user/g/gboldrin/www/New/ZZ_noQuad_best/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kViolet-4,
"LineColor" : ROOT.kViolet-5,
}
plotting_nq["WZ"] = {
"file_" : "/eos/user/g/gboldrin/www/New/WZ_noQuad/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kPink+9,
"LineColor" : ROOT.kPink+8
}
plotting_nq["SSWW"] = {
"file_" : "/eos/user/g/gboldrin/www/New/SSWW_noQuad/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kAzure+10,
"LineColor" : ROOT.kAzure+1,
}
plotting_nq["OSWW"] = {
"file_" : "/eos/user/g/gboldrin/www/New/OSWW_noQuad/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kOrange-3,
"LineColor" : ROOT.kOrange+8,
}
# plotting_nq["ZV"] = {
# "file_" : "/eos/user/g/gboldrin/www/New/ZV_noQuad/results.txt",
# "models" : ["EFTNeg"],
# "Color" : ROOT.kCyan+1,
# "LineColor" : ROOT.kCyan-5,
# }
# plotting_nq["Combined"] = {
# "file_" : "/eos/user/g/gboldrin/www/New/SSWW_OSWW_WZ_ZZ_ZV_noQuad/results.txt",
# "models" : ["EFTNeg"],
# "Color" : ROOT.kGray+1,
# "LineColor" : ROOT.kGray+2,
# }
plotting_nq["Combined"] = {
"file_" : "/eos/user/g/gboldrin/www/New/SSWW_OSWW_WZ_ZZ_noQuad/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kGray+1,
"LineColor" : ROOT.kGray+2,
}
plotting = OrderedDict()
plotting["ZZ"] = {
"file_" : "/eos/user/g/gboldrin/www/New/ZZ/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kViolet-6,
}
plotting["WZ"] = {
#"file_" : "sensPlots_SSWW_noQuad/results.txt",
"file_" : "/eos/user/g/gboldrin/www/New/WZ/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kMagenta+3,
}
plotting["SSWW"] = {
#"file_" : "sensPlots_SSWW_noQuad/results.txt",
"file_" : "/eos/user/g/gboldrin/www/New/SSWW/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kBlue,
}
plotting["OSWW"] = {
#"file_" : "sensPlots_OSWW_OSWWQCD_noQuad/results.txt",
"file_" : "/eos/user/g/gboldrin/www/New/OSWW/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kRed,
}
# plotting["ZV"] = {
# "file_" : "/eos/user/g/gboldrin/www/New/ZV/results.txt",
# "models" : ["EFTNeg"],
# "Color" : ROOT.kCyan+3,
# }
# plotting["Combined"] = {
# #"file_" : "sensPlots_SSWW_OSWW_inWW_noQuad/results.txt",
# "file_" : "/eos/user/g/gboldrin/www/New/SSWW_OSWW_WZ_ZZ_ZV/results.txt",
# "models" : ["EFTNeg"],
# "Color" : ROOT.kBlack,
# }
plotting["Combined"] = {
#"file_" : "sensPlots_SSWW_OSWW_inWW_noQuad/results.txt",
"file_" : "/eos/user/g/gboldrin/www/New/SSWW_OSWW_WZ_ZZ/results.txt",
"models" : ["EFTNeg"],
"Color" : ROOT.kBlack,
}
plotting_dict = OrderedDict()
all_ops = []
for process in plotting.keys():
f_ = plotting[process]["file_"]
models = plotting[process]["models"]
f = open(f_, 'r')
contents = f.readlines()
f.close()
contents = [i.strip("\n") for i in contents]
#contents.pop(1)
plotting_dict[process] = OrderedDict()
print('Process: ', process)
for model in models:
try:
start = contents.index("[MODEL RESULTS] {}".format(model))
except:
print("[ERROR] model {} not in results ... ".format(model))
continue
i = start + 1
contents.pop(i)
ops = []
best_v = []
one_s = []
two_s = []
while "[MODEL RESULTS]" not in contents[i]:
line = contents[i]
#ops, best var, 1s, 2s
line = line.split("\t")
line = [j.strip(" ") for j in line]
if len(line) > 1: #avoid empty lines at the end of file
ops.append(line[0])
best_v.append(line[1])
os = [float(j) for j in line[2][1:-1].split(',')]
one_s.append([os[0], os[1]])
ts = [float(j) for j in line[3][1:-1].split(',')]
two_s.append([ts[0] , ts[1]])
i+=1
if i == len(contents): break
all_ops.append(ops)
for i,j,k,z in zip(ops, best_v, one_s, two_s):
plotting_dict[process][i] = OrderedDict()
plotting_dict[process][i]["var"] = j
plotting_dict[process][i]["1s"] = k
plotting_dict[process][i]["2s"] = z
result = all_ops[-1]
for s in all_ops[:-1]:
result = sorted(set(result).intersection(s) ,key=lambda x:result.index(x))
result = all_ops[0] # HARD CODED
gd = OrderedDict((i, OrderedDict()) for i in result)
# NO Quadratic
##################
plotting_dict_nq = OrderedDict()
for process in plotting_nq.keys():
print("-------------")
print(process)
print("____________")
f_ = plotting_nq[process]["file_"]
models = plotting_nq[process]["models"]
f = open(f_, 'r')
contents = f.readlines()
f.close()
contents = [i.strip("\n") for i in contents]
#contents.pop(1)
plotting_dict_nq[process] = OrderedDict()
print('Process: ', process)
for model in models:
try:
start = contents.index("[MODEL RESULTS] {}".format(model))
except:
print("[ERROR] model {} not in results ... ".format(model))
continue
i = start + 1
contents.pop(i)
ops = []
best_v = []
one_s = []
two_s = []
while "[MODEL RESULTS]" not in contents[i]:
line = contents[i]
#ops, best var, 1s, 2s
line = line.split("\t")
line = [j.strip(" ") for j in line]
if len(line) > 1: #avoid empty lines at the end of file
ops.append(line[0])
best_v.append(line[1])
os = [float(j) for j in line[2][1:-1].split(',')]
one_s.append([os[0], os[1]])
ts = [float(j) for j in line[3][1:-1].split(',')]
two_s.append([ts[0] , ts[1]])
i+=1
if i == len(contents): break
all_ops.append(ops)
for i,j,k,z in zip(ops, best_v, one_s, two_s):
plotting_dict_nq[process][i] = OrderedDict()
plotting_dict_nq[process][i]["var"] = j
plotting_dict_nq[process][i]["1s"] = k
plotting_dict_nq[process][i]["2s"] = z
gd_q = OrderedDict((i, OrderedDict()) for i in result)
###########################
for process in plotting_dict.keys():
for op in plotting_dict[process].keys():
if op in result:
gd[op][process] = OrderedDict()
gd[op][process]["var"] = plotting_dict[process][op]["var"]
gd[op][process]["1s"] = plotting_dict[process][op]["1s"]
gd[op][process]["2s"] = plotting_dict[process][op]["2s"]
gd_q[op][process] = OrderedDict()
gd_q[op][process]["var"] = plotting_dict_nq[process][op]["var"]
gd_q[op][process]["1s"] = plotting_dict_nq[process][op]["1s"]
gd_q[op][process]["2s"] = plotting_dict_nq[process][op]["2s"]
step = len(gd.keys())/2
AddTgraphBox(gd)
AddTgraph(gd_q)
#AddTgraph(gd)
#AddTgraphBox(gd_q)
first_names = gd.keys()[:5]
first = OrderedDict()
for name in first_names:
first[name] = gd[name]
first_nq = OrderedDict()
for name in first_names:
first_nq[name] = gd_q[name]
second_names = gd.keys()[5:10]
second = OrderedDict()
for name in second_names:
second[name] = gd[name]
second_nq = OrderedDict()
for name in second_names:
second_nq[name] = gd_q[name]
third_names = gd.keys()[10:]
third = OrderedDict()
for name in third_names:
third[name] = gd[name]
third_nq = OrderedDict()
for name in third_names:
third_nq[name] = gd_q[name]
"""
second_names = gd.keys()[3:]
second = OrderedDict()
for name in second_names:
second[name] = gd[name]
second_nq = OrderedDict()
for name in second_names:
second_nq[name] = gd_q[name]
"""
c = ROOT.TCanvas("c", "c", 1200, 2000)
pad1 = ROOT.TPad("pad1", "20",0.0, 0.0,1.0, 0.295)
#pad2 = ROOT.TPad("pad2", "20",0.0, 1.0-2*pad_fraction-0.18, 1.0, 1.0 - pad_fraction-0.2705)
#pad3 = ROOT.TPad("pad3", "20",0.0,1.0-pad_fraction-0.27,1.0, 1)
pad2 = ROOT.TPad("pad1", "20",0.0, 0.3,1.0, 0.595)
pad3 = ROOT.TPad("pad2", "20",0.0,0.6, 1.0, 1.0)
pad1.SetTopMargin(0)
pad1.SetBottomMargin(0.1)
pad2.SetTopMargin(0)
# pad3.SetTopMargin(0.1)
pad2.SetBottomMargin(0.05)
#pad2.SetBottomMargin(0.12)
pad3.SetBottomMargin(0.05)
pad3.SetTopMargin(0.1)
#pad3.SetBottomMargin(0.03)
pad1.Draw()
pad2.Draw()
pad3.Draw()
pad3.cd()
min_x = 0
max_x = 0
y = []
for op in first.keys():
for process in first[op]:
if first[op][process]["2s"][1] > max_x: max_x = first[op][process]["2s"][1]
if first[op][process]["2s"][0] < min_x: min_x = first[op][process]["2s"][0]
if first_nq[op][process]["2s"][1] > max_x: max_x = first_nq[op][process]["2s"][1]
if first_nq[op][process]["2s"][0] < min_x: min_x = first_nq[op][process]["2s"][0]
y.append(first[op][process]["gy"])
y.append(first_nq[op][process]["gy"])
min_x = -max(abs(max_x), abs(min_x))
max_x = -min_x
min_x = -3.3
max_x = 3.3
mx = min_x - 0.5*abs(max_x - min_x)
my = min(y) - 0.2*abs(max(y) - min(y))
mxx = max_x + 1.5*abs(max_x - min_x)
myy = max(y) + 0.4*abs(max(y) - min(y))
frame = pad2.DrawFrame(mx, my , mxx, myy)
frame.GetXaxis().SetTickLength(0)
frame.GetXaxis().SetLabelSize(0)
f4=ROOT.TF1("f4","TMath::Power(TMath::Abs(x), [0])",0, abs(mx))
f4.SetParameter(0, 1./2)
A4 = ROOT.TGaxis(0,my, abs(mx) , my,"f4")
A4.SetLabelSize(0.023)
A4.SetTitleSize(0.03)
A4.SetTitleOffset(1.2)
A4. SetTickSize(0.2)
A4.Draw()
f5=ROOT.TF1("f5","-TMath::Power(TMath::Abs(x), [0])",mx,0)
f5.SetParameter(0, 1./2)
A5 = ROOT.TGaxis(mx ,my, 0 ,my,"f5")
A5.SetLabelSize(0.023)
A5.SetTitleSize(0.03)
A5.SetTitleOffset(1.2)
A5.SetTickLength(1)
A5.Draw()
#frame.GetXaxis().SetLabelFont( 63 )
#frame.GetXaxis().SetLabelSize(18)
frame.GetYaxis().SetLabelSize(0)
frame.GetYaxis().SetTickLength(0)
line3 = ROOT.TLine(0,ROOT.gPad.GetUymin() + 0.001,0, ROOT.gPad.GetUymax() - 0.001)
line3.SetLineColor(ROOT.kGray)
line3.SetLineWidth(2)
line3.Draw()
leg = ROOT.TLegend(0.88, 0.89, 0.11, 0.76)
leg.SetBorderSize(0)
leg.SetTextFont(42)
leg.SetTextSize(.022)
leg.SetNColumns(2)
g_l = ROOT.TGraph()
g_l.SetLineColor(ROOT.kBlack)
g_l.SetLineWidth(2)
g_l.SetMarkerColor(ROOT.kBlack)
g_l.SetMarkerStyle(20)
leg.AddEntry(g_l, "Linear 68% C.L.", "LP")
g_l2 = ROOT.TGraph()
g_l2.SetLineColor(ROOT.kBlack)
g_l2.SetLineStyle(3)
g_l2.SetLineWidth(2)
g_l2.SetMarkerColor(ROOT.kBlack)
g_l2.SetMarkerStyle(20)
leg.AddEntry(g_l2, "Linear 95% C.L.", "LP")
g_l3 = ROOT.TH1F("h", "h", 10, 0, 10)
g_l3.SetLineWidth(1)
g_l3.SetLineColor(ROOT.kBlack)
g_l3.SetLineStyle(1)
g_l3.SetMarkerStyle(0)
g_l3.SetMarkerSize(0)
g_l3.SetFillColorAlpha(0, 1)
leg.AddEntry(g_l3, "Linear+Quadratic 68% C.L. ", "F")
g_l4 = ROOT.TH1F("h2", "h", 10, 0, 10)
g_l4.SetLineWidth(1)
g_l4.SetLineColor(ROOT.kBlack)
g_l4.SetLineStyle(1)
g_l4.SetMarkerStyle(0)
g_l4.SetMarkerSize(0)
g_l4.SetFillColorAlpha(ROOT.kBlack, 0.8)
leg.AddEntry(g_l4, "Linear+Quadratic 95% C.L.", "F")
txt1 = []
limits1 = []
name_proc = []
for i,op in enumerate(first.keys()):
ys = []
for process in first[op]:
name = process
# g2_f = first[op][process]["graph_2s"]
# g2_f.SetLineColor(plotting[process]["Color"])
# g2_f.SetMarkerColor(plotting[process]["Color"])
# g2_f.SetFillColorAlpha(plotting[process]["Color"], 0.5)
# g1_f = first[op][process]["graph_1s"]
# g1_f.SetLineColor(plotting[process]["Color"])
# g1_f.SetMarkerColor(plotting[process]["Color"])
# g1_f.SetFillColor(plotting[process]["Color"])
# ys.append(first[op][process]['gy'])
# g2 = first_nq[op][process]["graph_2s"]
# g2.SetLineColor(plotting_nq[process]["LineColor"])
# #g2_f.SetMarkerColor(plotting_nq[process]["Color"])
# g2.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
# g1 = first_nq[op][process]["graph_1s"]
# g1.SetLineColor(plotting_nq[process]["LineColor"])
# #g1_f.SetMarkerColor(plotting_nq[process]["Color"])
# g1.SetFillColor(plotting_nq[process]["Color"])
# g1.SetFillColorAlpha(0, 1)
# ys.append(first_nq[op][process]['gy'])
g2_f = first_nq[op][process]["graph_2s"]
g2_f.SetLineColor(plotting[process]["Color"])
g2_f.SetMarkerColor(plotting[process]["Color"])
g2_f.SetFillColorAlpha(plotting[process]["Color"], 0.5)
g1_f = first_nq[op][process]["graph_1s"]
g1_f.SetLineColor(plotting[process]["Color"])
g1_f.SetMarkerColor(plotting[process]["Color"])
g1_f.SetFillColor(plotting[process]["Color"])
ys.append(first[op][process]['gy'])
g2 = first[op][process]["graph_2s"]
g2.SetLineColor(plotting_nq[process]["LineColor"])
#g2_f.SetMarkerColor(plotting_nq[process]["Color"])
g2.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
g1 = first[op][process]["graph_1s"]
g1.SetLineColor(plotting_nq[process]["LineColor"])
#g1_f.SetMarkerColor(plotting_nq[process]["Color"])
g1.SetFillColor(plotting_nq[process]["Color"])
g1.SetFillColorAlpha(0, 1)
ys.append(first_nq[op][process]['gy'])
"""
if first[op][process]["graph_2s"].GetErrorXhigh(0) < max_x / 20 or first[op][process]["graph_2s"].GetErrorXlow(0) < min_x / 20:
name += " #times 10"
g2.SetPointError(0, g2.GetErrorXlow(0)*10, g2.GetErrorXhigh(0)*10, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*10, g1.GetErrorXhigh(0)*10, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*10, g2_f.GetErrorXhigh(0)*10, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*10, g1_f.GetErrorXhigh(0)*10, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == 'cqq31' and process in ['SSWW', 'Combined', 'OSWW (EWK)']:
g2 = first[op][process]["graph_2s"]
g2.SetLineColor(plotting[process]["Color"])
g2.SetMarkerColor(plotting[process]["Color"])
g2.SetFillColorAlpha(plotting[process]["Color"], 0.5)
g1 = first[op][process]["graph_1s"]
g1.SetLineColor(plotting[process]["Color"])
g1.SetMarkerColor(plotting[process]["Color"])
g1.SetFillColor(plotting[process]["Color"])
#ys.append(first[op][process]['gy'])
g2_f = first_nq[op][process]["graph_2s"]
g2_f.SetLineColor(plotting_nq[process]["LineColor"])
#g2_f.SetMarkerColor(plotting_nq[process]["Color"])
g2_f.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
g1_f = first_nq[op][process]["graph_1s"]
g1_f.SetLineColor(plotting_nq[process]["LineColor"])
#g1_f.SetMarkerColor(plotting_nq[process]["Color"])
g1_f.SetFillColor(plotting_nq[process]["Color"])
g1_f.SetFillColorAlpha(0, 1)
name += " #times 10"
g2.SetPointError(0, g2.GetErrorXlow(0)*10, g2.GetErrorXhigh(0)*10, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*10, g1.GetErrorXhigh(0)*10, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*10, g2_f.GetErrorXhigh(0)*10, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*10, g1_f.GetErrorXhigh(0)*10, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
# if i == 0:
# leg.AddEntry(g1, "68% {}".format(process), "L")
# leg.AddEntry(g2, "95% {}".format(process), "L")
"""
# g2_f.Draw("2 same")
# g1_f.Draw("5 same")
# g2.Draw("P same")
# g1.Draw("PZ same")
per = mt.sqrt(abs(mx))
g2.SetPointError(0, mt.sqrt(g2.GetErrorXlow(0))*per, mt.sqrt(g2.GetErrorXhigh(0))*per, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, mt.sqrt(g1.GetErrorXlow(0))*per, mt.sqrt(g1.GetErrorXhigh(0))*per, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, mt.sqrt(g2_f.GetErrorXlow(0))*per, mt.sqrt(g2_f.GetErrorXhigh(0))*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, mt.sqrt(g1_f.GetErrorXlow(0))*per, mt.sqrt(g1_f.GetErrorXhigh(0))*per, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
g2.Draw("2 same")
g1.Draw("5 same")
g2_f.Draw("P same")
g1_f.Draw("PZ same")
tex_1s = ROOT.TLatex(max_x + 0.8*max_x, first[op][process]['gy'] ,"[{:.2f}({:.2f}),{:.2f}({:.2f})]".format(first[op][process]['1s'][0], first_nq[op][process]['1s'][0], first[op][process]['1s'][1], first_nq[op][process]['1s'][1]))
tex_1s.SetTextFont(42)
tex_1s.SetTextSize(0.016)
tex_1s.SetLineWidth(2)
tex_2s = ROOT.TLatex(max_x + 1.75*max_x, first[op][process]['gy'] ,"[{:.2f}({:.2f}),{:.2f}({:.2f})]".format(first[op][process]['2s'][0], first_nq[op][process]['2s'][0], first[op][process]['2s'][1], first_nq[op][process]['2s'][1]))
tex_2s.SetTextFont(42)
tex_2s.SetTextSize(0.016)
tex_2s.SetLineWidth(2)
tex_n = ROOT.TLatex(min_x - 0.4*abs(max_x - min_x), first[op][process]['gy'] - 0.02 ,"{}".format(name))
tex_n.SetTextFont(42)
tex_n.SetTextSize(0.018)
tex_n.SetLineWidth(2)
tex_n.SetTextAlign(10)
limits1.append(tex_1s)
limits1.append(tex_2s)
name_proc.append(tex_n)
my = np.mean(ys)
tex = ROOT.TLatex(max_x + 0.4*max_x, my,"{}".format(ConvertOptoLatex(op)))
tex.SetTextFont(52)
tex.SetTextSize(0.022)
tex.SetLineWidth(2)
txt1.append(tex)
leg.Draw()
pad3.Update()
for t in txt1:
t.Draw()
for t in limits1:
t.Draw()
for t in name_proc:
t.Draw()
pad3.Draw()
pad2.cd()
min_x = 0
max_x = 0
y = []
for op in second.keys():
for process in second[op]:
if second[op][process]["2s"][1] > max_x: max_x = second[op][process]["2s"][1]
if second[op][process]["2s"][0] < min_x: min_x = second[op][process]["2s"][0]
if second_nq[op][process]["2s"][1] > max_x: max_x = second_nq[op][process]["2s"][1]
if second_nq[op][process]["2s"][0] < min_x: min_x = second_nq[op][process]["2s"][0]
y.append(second[op][process]["gy"])
y.append(second_nq[op][process]["gy"])
#min_x = -max(abs(max_x), abs(min_x))
#max_x = -min_x
min_x = -5
max_x = 5
mx = min_x - 0.5*abs(max_x - min_x)
my = min(y) - 0.2*abs(max(y) - min(y))
mxx = max_x + 1.5*abs(max_x - min_x)
myy = max(y) + 0.2*abs(max(y) - min(y))
frame = pad2.DrawFrame(mx, my , mxx, myy)
frame.GetXaxis().SetTickLength(0)
frame.GetXaxis().SetLabelSize(0)
f6=ROOT.TF1("f6","TMath::Power(TMath::Abs(x), [0])",0, abs(mx))
f6.SetParameter(0, 1./2)
A6 = ROOT.TGaxis(0,my, abs(mx) , my,"f6")
A6.SetLabelSize(0.03)
A6.SetTitleSize(0.03)
A6.SetTitleOffset(1.2)
A6. SetTickSize(0.2)
A6.Draw()
f7=ROOT.TF1("f7","-TMath::Power(TMath::Abs(x), [0])",mx,0)
f7.SetParameter(0, 1./2)
A7 = ROOT.TGaxis(mx ,my, 0 ,my,"f7")
A7.SetLabelSize(0.03)
A7.SetTitleSize(0.03)
A7.SetTitleOffset(1.2)
A7.SetTickLength(1)
A7.Draw()
#frame.GetXaxis().SetLabelFont( 63 )
#frame.GetXaxis().SetLabelSize(18)
frame.GetYaxis().SetLabelSize(0)
frame.GetYaxis().SetTickLength(0)
line2 = ROOT.TLine(0,ROOT.gPad.GetUymin() + 0.001,0, ROOT.gPad.GetUymax() - 0.001)
line2.SetLineColor(ROOT.kGray)
line2.SetLineWidth(2)
line2.Draw()
txt2 = []
limits2 = []
name_proc_2 = []
for op in second.keys():
ys = []
for process in second[op]:
name = process
# g2 = second[op][process]["graph_2s"]
# g2.SetLineColor(plotting[process]["Color"])
# g2.SetMarkerColor(plotting[process]["Color"])
# g1 = second[op][process]["graph_1s"]
# g1.SetLineColor(plotting[process]["Color"])
# g1.SetMarkerColor(plotting[process]["Color"])
# ys.append(second[op][process]['gy'])
# g2_f = second_nq[op][process]["graph_2s"]
# g2_f.SetLineColor(plotting_nq[process]["LineColor"])
# #g2_f.SetMarkerColor(plotting_nq[process]["Color"])
# g2_f.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
# g1_f = second_nq[op][process]["graph_1s"]
# g1_f.SetLineColor(plotting_nq[process]["LineColor"])
# #g1_f.SetMarkerColor(plotting_nq[process]["Color"])
# g1_f.SetFillColor(plotting_nq[process]["Color"])
# g1_f.SetFillColorAlpha(0, 1)
# ys.append(second_nq[op][process]['gy'])
g2_f = second_nq[op][process]["graph_2s"]
g2_f.SetLineColor(plotting[process]["Color"])
g2_f.SetMarkerColor(plotting[process]["Color"])
g2_f.SetFillColorAlpha(plotting[process]["Color"], 0.5)
g1_f = second_nq[op][process]["graph_1s"]
g1_f.SetLineColor(plotting[process]["Color"])
g1_f.SetMarkerColor(plotting[process]["Color"])
g1_f.SetFillColor(plotting[process]["Color"])
ys.append(second_nq[op][process]['gy'])
g2 = second[op][process]["graph_2s"]
g2.SetLineColor(plotting_nq[process]["LineColor"])
#g2_f.SetMarkerColor(plotting_nq[process]["Color"])
g2.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
g1 = second[op][process]["graph_1s"]
g1.SetLineColor(plotting_nq[process]["LineColor"])
#g1_f.SetMarkerColor(plotting_nq[process]["Color"])
g1.SetFillColor(plotting_nq[process]["Color"])
g1.SetFillColorAlpha(0, 1)
ys.append(second[op][process]['gy'])
"""
if op != 'cHq1' and second[op][process]["graph_2s"].GetErrorXhigh(0) < max_x / 30 or second[op][process]["graph_2s"].GetErrorXlow(0) < min_x / 30:
name += " #times 25"
g2.SetPointError(0, g2.GetErrorXlow(0)*25, g2.GetErrorXhigh(0)*25, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*25, g1.GetErrorXhigh(0)*25, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*25, g2_f.GetErrorXhigh(0)*25, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*25, g1_f.GetErrorXhigh(0)*25, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op != 'cHq1' and second[op][process]["graph_2s"].GetErrorXhigh(0) < max_x / 25 or second[op][process]["graph_2s"].GetErrorXlow(0) < min_x / 25:
name = process + " #times 10"
g2 = second[op][process]["graph_2s"]
g2.SetLineColor(plotting[process]["Color"])
g2.SetMarkerColor(plotting[process]["Color"])
g1 = second[op][process]["graph_1s"]
g1.SetLineColor(plotting[process]["Color"])
g1.SetMarkerColor(plotting[process]["Color"])
#ys.append(second[op][process]['gy'])
g2_f = second_nq[op][process]["graph_2s"]
g2_f.SetLineColor(plotting_nq[process]["LineColor"])
#g2_f.SetMarkerColor(plotting_nq[process]["Color"])
g2_f.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
g1_f = second_nq[op][process]["graph_1s"]
g1_f.SetLineColor(plotting_nq[process]["LineColor"])
#g1_f.SetMarkerColor(plotting_nq[process]["Color"])
g1_f.SetFillColor(plotting_nq[process]["Color"])
g1_f.SetFillColorAlpha(0, 1)
g2.SetPointError(0, g2.GetErrorXlow(0)*10, g2.GetErrorXhigh(0)*10, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*10, g1.GetErrorXhigh(0)*10, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*10, g2_f.GetErrorXhigh(0)*10, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*10, g1_f.GetErrorXhigh(0)*10, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == 'cHq1' and process in ['OSWW (EWK)', 'SSWW', 'Combined']:
name = process + " #times 5"
g2 = second[op][process]["graph_2s"]
g2.SetLineColor(plotting[process]["Color"])
g2.SetMarkerColor(plotting[process]["Color"])
g1 = second[op][process]["graph_1s"]
g1.SetLineColor(plotting[process]["Color"])
g1.SetMarkerColor(plotting[process]["Color"])
#ys.append(second[op][process]['gy'])
g2_f = second_nq[op][process]["graph_2s"]
g2_f.SetLineColor(plotting_nq[process]["LineColor"])
#g2_f.SetMarkerColor(plotting_nq[process]["Color"])
g2_f.SetFillColorAlpha(plotting_nq[process]["Color"], 0.8)
g1_f = second_nq[op][process]["graph_1s"]
g1_f.SetLineColor(plotting_nq[process]["LineColor"])
#g1_f.SetMarkerColor(plotting_nq[process]["Color"])
g1_f.SetFillColor(plotting_nq[process]["Color"])
g1_f.SetFillColorAlpha(0, 1)
g2.SetPointError(0, g2.GetErrorXlow(0)*5, g2.GetErrorXhigh(0)*5, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*5, g1.GetErrorXhigh(0)*5, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*5, g2_f.GetErrorXhigh(0)*5, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*5, g1_f.GetErrorXhigh(0)*5, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHl1" and process == "OSWW":
name += " #times 0.1"
per = 0.1
g2.SetPointError(0, g2.GetErrorXlow(0)*per, g2.GetErrorXhigh(0)*per, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*per, g1.GetErrorXhigh(0)*per, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
#g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*per, g2_f.GetErrorXhigh(0)*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
#g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*per, g1_f.GetErrorXhigh(0)*per, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
g2_f.SetPointError(0, 3, 3, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, 3, 3, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHl1" and process == "SSWW":
name += " #times 0.1"
per = 0.1
g2.SetPointError(0, g2.GetErrorXlow(0)*per, g2.GetErrorXhigh(0)*per, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*per, g1.GetErrorXhigh(0)*per, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
#g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*per, g2_f.GetErrorXhigh(0)*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
#g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*per, g1_f.GetErrorXhigh(0)*per, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
g2_f.SetPointError(0, 3, 3, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, 3, 3, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHl1" and process == "WZ":
g2_extended_wz = deepcopy(g2)
x = g2_extended_wz.GetX()
#computed offline for second minima
x[0] = -17.885
g2_extended_wz.SetPointError(0, 0.655, 0.655, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g2_extended_wz.SetMarkerSize(0)
g2_extended_wz.SetLineStyle(7)
if op == "cHbox" and process == "WZ (EWK)":
name += " #times 0.1"
g2.SetPointError(0, g2.GetErrorXlow(0)*0.1, g2.GetErrorXhigh(0)*0.1, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*0.1, g1.GetErrorXhigh(0)*0.1, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*0.1, g2_f.GetErrorXhigh(0)*0.1, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*0.1, g1_f.GetErrorXhigh(0)*0.1, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHbox" and process == "SSWW":
name += " #times 0.1"
g2.SetPointError(0, g2.GetErrorXlow(0)*0.1, g2.GetErrorXhigh(0)*0.1, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*0.1, g1.GetErrorXhigh(0)*0.1, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*0.1, g2_f.GetErrorXhigh(0)*0.1, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*0.1, g1_f.GetErrorXhigh(0)*0.1, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHq1":
name += " #times 0.1"
g2.SetPointError(0, g2.GetErrorXlow(0)*0.1, g2.GetErrorXhigh(0)*0.1, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*0.1, g1.GetErrorXhigh(0)*0.1, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*0.1, g2_f.GetErrorXhigh(0)*0.1, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*0.1, g1_f.GetErrorXhigh(0)*0.1, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
"""
if op == "cHl1" and process == "OSWW":
name += " #times 0.1"
per = 0.1
g2.SetPointError(0, g2.GetErrorXlow(0)*per, g2.GetErrorXhigh(0)*per, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*per, g1.GetErrorXhigh(0)*per, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
#g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*per, g2_f.GetErrorXhigh(0)*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
#g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*per, g1_f.GetErrorXhigh(0)*per, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
g2_f.SetPointError(0, 3, 3, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, 3, 3, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHl1" and process == "SSWW":
name += " #times 0.1"
per = 0.1
g2.SetPointError(0, g2.GetErrorXlow(0)*per, g2.GetErrorXhigh(0)*per, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*per, g1.GetErrorXhigh(0)*per, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
#g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*per, g2_f.GetErrorXhigh(0)*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
#g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*per, g1_f.GetErrorXhigh(0)*per, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
g2_f.SetPointError(0, 3, 3, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, 3, 3, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
per = mt.sqrt(abs(mx))
if op == "cHq1":
name += " #times 0.1"
g2.SetPointError(0, g2.GetErrorXlow(0)*0.1, g2.GetErrorXhigh(0)*0.1, g2.GetErrorYlow(0), g2.GetErrorYhigh(0))
g1.SetPointError(0, g1.GetErrorXlow(0)*0.1, g1.GetErrorXhigh(0)*0.1, g1.GetErrorYlow(0), g1.GetErrorYhigh(0))
g2_f.SetPointError(0, g2_f.GetErrorXlow(0)*0.1, g2_f.GetErrorXhigh(0)*0.1, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g1_f.SetPointError(0, g1_f.GetErrorXlow(0)*0.1, g1_f.GetErrorXhigh(0)*0.1, g1_f.GetErrorYlow(0), g1_f.GetErrorYhigh(0))
if op == "cHl1" and process == "WZ":
g2_extended_wz = deepcopy(g2_f)
x = g2_extended_wz.GetX()
#computed offline for second minima
x[0] = -mt.sqrt(17.885)*per
g2_extended_wz.SetPointError(0, mt.sqrt(0.655)*per, mt.sqrt(0.655)*per, g2_f.GetErrorYlow(0), g2_f.GetErrorYhigh(0))
g2_extended_wz.SetMarkerSize(0)
if op == "cHDD" and process == "OSWW":
g2_extended = deepcopy(g2_f)
x = g2_extended.GetX()
#computed offline for second minima
x[0] = mt.sqrt(16.124)*per