Jet production at LHC using antiKT jets
Code: "pythia8_qcdpt3000.py". Programming language: Python
DMelt Version 1.4. Last modified: 05/19/2016. License: Free
https://datamelt.org/code/cache/pythia8_qcdpt3000_1009.py
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# Reading Monte Carlo simulations from HepSim
# https://atlaswww.hep.anl.gov/asc/hepsim/
# This example shows how to reconstruct antiKT jets with R=0.5 for pT>100 GeV
# It shows how to stream data over HTTP and interactively shows pT(jet)
#
# S.Chekanov (ANL)
from java.awt import Color,Font
from java.lang import *
from proto import FileMC
from jhplot import HPlot,H1D,P1D,HLabel # graphics
from jhplot.utils import FileList
from hephysics.particle import LParticle
from hephysics.hepsim import PromcUtil
from hephysics.jet import JetN2
from hepsim import HepSim
import sys
ktjet=JetN2(0.5,"antikt",100) # anti-KT,E-mode, R=0.5,min pT=100 GeV,fast
print ktjet.info()
url=""; TotalEvents=10000
default_www="http://mc.hep.anl.gov/asc/hepsim/events/pp/13tev/qcd/pythia13tev_pp_qcdpt3000/"
if len(sys.argv)>1:
if sys.argv[1].startswith("http"):
flist=HepSim.getList(sys.argv[1])
url=sys.argv[1]
else: flist=FileList.get(sys.argv[1],"promc")
if (len(sys.argv)>2): TotalEvents=int(sys.argv[2])
else:
url=default_www; flist=HepSim.getList(url)
if len(flist)==0: print "Error: No input file!"; sys.exit(0)
else: print "Reading "+str(len(flist))+" files. Nr events= ",TotalEvents
h1= H1D("PT(lead antiKT)",30,1000,6000)
h1.setFill(True)
#h1.doc() # check its methods
c1 = HPlot("=HepSim=",500,500)
c1.visible(True)
c1.setAutoRange(True)
c1.setMarginLeft(90)
c1.setLegend(0)
cross=0; nev=0; Nfiles=len(flist)
for m in range(Nfiles): # loop over all files in this list
file=FileMC(url+flist[m]) # get input file
header = file.getHeader()
un=float(header.getMomentumUnit()) # conversion units
lunit=float(header.getLengthUnit())
if m==0:
print "ProMC v=",file.getVersion(), "M unit=",un,"L unit=",lunit
if (nev>TotalEvents): print "Max Nr of events are done"; break # stop after some events
for i in range(file.size()):
if (nev>TotalEvents): break
nev=nev+1
if (nev%500==0):
if (Nfiles==1): print "Event=",nev
else:
print "Event=",nev," done=",int((100.0*m)/Nfiles),"%"
if (nev%1000==0):
c1.clearData()
c1.setNameX("p_{T}(lead. jet) [GeV]")
c1.setNameY("Entries")
c1.draw(h1)
print "Update canvas"
eve = file.read(i)
pa = eve.getParticles() # particle information
# ve = eve.getEvent() # event information
particles=PromcUtil.getParticleDList(file.getHeader(), pa, 1, -1, 1000);
ktjet.buildJets(particles);
# ktjet.printJets();
jets=ktjet.getJetsSorted()
if (len(jets)>0):
h1.fill(jets[0].perp())
stat = file.getStat()
cross=stat.getCrossSectionAccumulated()
erro=stat.getCrossSectionErrorAccumulated();
file.close()
lumi=nev/cross;
print "Lumi=%.3e pb"%lumi
print "Total cross section (pb)=",cross
hNew=h1.getDividedByBinWidth()
hNew.scale(1.0/lumi)
xsec=P1D(hNew)
xsec.setErr(1) # show errors
xsec.setColor(Color.blue)
# show final cross section
c1.clearData()
c1.clear()
c1.setLogScale(1,1)
c1.setRange(3000,5000,0.000000000011,0.01)
c1.setMarginLeft(100)
c1.setNameX("p_{T}(lead. jet) [GeV]")
c1.setNameY("d σ / d p_{T} [pb/GeV]")
c1.draw(xsec)
# h1.toTable()
l1=HLabel("QCD dijet σ=%.3e pb"%cross, 0.4, 0.75, "NDC")
l1.setFont(Font("Helvetica", Font.PLAIN, 15))
c1.add(l1)
l2=HLabel("=HepSim=",0.6,0.85, "NDC")
l2.setColor(Color.gray)
l2.setFont(Font("Helvetica", Font.PLAIN, 14))
c1.add(l2)
# create file/image using name of the file
name="output"
if len(sys.argv[0])>0: name=sys.argv[0].replace(".py","")
from jhplot.io import HBook
file=HBook(name+".jdat","w"); print name+".jdat created"
file.write(xsec)
file.close()
c1.export(name+".svg"); print name+".svg created"
# xsec.toFile(name+".txt"); print name+".txt created"
# sys.exit(0)