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Removing HFPlot dependency from the hf_ptspectrum macro #438

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Feb 8, 2024
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69 changes: 39 additions & 30 deletions FirstAnalysis/hf_pt_spectrum.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,26 +7,26 @@
author: Fabrizio Grosa <fabrizio.grosa@cern.ch>, CERN
"""


import argparse
import os
import sys

import numpy as np
import yaml
import numpy as np # pylint: disable=import-error
import yaml # pylint: disable=import-error
from hf_analysis_utils import (
compute_crosssection,
compute_fraction_fc,
compute_fraction_nb,
get_hist_binlimits,
)
from hfplot.plot_spec_root import ROOTFigure
from hfplot.style import StyleObject1D
from ROOT import ( # pylint: disable=import-error,no-name-in-module
TH1,
TH1F,
TCanvas,
TFile,
TGraphAsymmErrors,
TStyle,
gPad,
gROOT,
kAzure,
kFullCircle,
Expand Down Expand Up @@ -190,6 +190,22 @@ def main():
if args.batch:
gROOT.SetBatch(True)

# final plots style settings
style_hist = TStyle('style_hist','Histo graphics style')
style_hist.SetOptStat("n")
style_hist.SetMarkerColor(kAzure + 4)
style_hist.SetMarkerStyle(kFullCircle)
style_hist.SetMarkerSize(1)
style_hist.SetHistLineColor(kAzure + 4)
style_hist.SetHistLineWidth(2)
style_hist.SetLabelSize(0.030)
style_hist.SetLabelOffset(0.010)
style_hist.SetTitleXOffset(1.3)
style_hist.SetTitleYOffset(1.3)
style_hist.SetDrawOption("AP")
gROOT.SetStyle("style_hist")
gROOT.ForceStyle()

# load info from config file
with open(args.configfile_name, "r") as yml_configfile:
cfg = yaml.safe_load(yml_configfile)
Expand All @@ -213,8 +229,9 @@ def main():
axistit_cross_times_br = "d#sigma/d#it{p}_{T} #times BR (pb GeV^{-1} #it{c})"
axistit_pt = "#it{p}_{T} (GeV/#it{c})"
axistit_fprompt = "#if{f}_{prompt}"
gfraction = TGraphAsymmErrors(0)
gfraction = TGraphAsymmErrors()
gfraction.SetNameTitle("gfraction", f";{axistit_pt};{axistit_fprompt}")

hptspectrum = TH1F(
"hptspectrum",
f";{axistit_pt};{axistit_cross}",
Expand Down Expand Up @@ -252,6 +269,7 @@ def main():
]

# compute prompt fraction
frac = [0., 0., 0.]
if frac_method == "Nb":
frac = compute_fraction_nb( # BR already included in FONLL prediction
rawy,
Expand All @@ -272,7 +290,7 @@ def main():
/ (ptmax - ptmin)
for pred in histos["FONLL"]["prompt"]
]
frac = compute_fraction_fc(
frac, _ = compute_fraction_fc(
eff_times_acc_prompt,
eff_times_acc_nonprompt,
crosssec_prompt_fonll,
Expand All @@ -298,33 +316,24 @@ def main():
hptspectrum_wo_br.SetBinContent(i_pt + 1, crosssec)
hptspectrum_wo_br.SetBinError(i_pt + 1, crosssec_unc)
gfraction.SetPoint(i_pt, pt_cent, frac[0])
gfraction.SetPointError(
i_pt, pt_delta / 2, pt_delta / 2, frac[0] - frac[1], frac[2] - frac[0]
)

# create plots
style_hist = StyleObject1D()
style_hist.markercolor = kAzure + 4
style_hist.markerstyle = kFullCircle
style_hist.markersize = 1
style_hist.linecolor = kAzure + 4
style_hist.linewidth = 2
style_hist.draw_options = "P"

fig_crosssec = ROOTFigure(
1, 1, column_margin=(0.14, 0.035), row_margin=(0.1, 0.035), size=(600, 800)
)
fig_crosssec.axes(label_size=0.025, title_size=0.030)
fig_crosssec.axes("x", title=axistit_pt, title_offset=1.5)
fig_crosssec.axes("y", title=axistit_cross_times_br, title_offset=1.8)
fig_crosssec.define_plot(0, 0, y_log=True)
fig_crosssec.add_object(hptspectrum_wo_br, style=style_hist)
fig_crosssec.create()
#gfraction.SetPointError(
# i_pt, pt_delta / 2, pt_delta / 2, frac[0] - frac[1], frac[2] - frac[0]
#)

c = TCanvas("c", "c", 600, 800)
c.Divide (1, 2)
c.cd(1)
gPad.SetLogy(True)
hptspectrum.Draw()
c.cd(2)
gPad.SetLogy(True)
hptspectrum_wo_br.Draw()

output_dir = cfg["output"]["directory"]
if not os.path.exists(output_dir):
os.makedirs(output_dir)
fig_crosssec.save(os.path.join(output_dir, f'{cfg["output"]["filename"]}.pdf'))

c.Print(os.path.join(output_dir, f'{cfg["output"]["filename"]}.pdf'))

# save output file
output_file = TFile(
Expand Down
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