From a9bd77abe280ed811f9887f6f9fb8af01ce63cc4 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Wed, 27 Sep 2023 14:26:07 -0400 Subject: [PATCH 01/90] Added comments --- truth.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/truth.py b/truth.py index 8ac87e9..d0eaf57 100644 --- a/truth.py +++ b/truth.py @@ -103,6 +103,9 @@ filteredCount = 0 #set to -1 for all events + +#Add for loop here over events + # loop over events for ievent,event in enumerate(events): if ievent == 0: @@ -140,9 +143,9 @@ continue gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: - #print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - pT.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) - #print('Di-gluino pt', test) + #print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) + pT.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) #Add weights here, fill takes parameters (value, weight) + #print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) Phi1.Fill(gluinop4list[0].Phi()) From 544d1960f08e5e24a606374ac98b499228bec16d Mon Sep 17 00:00:00 2001 From: ctdax Date: Sun, 1 Oct 2023 15:44:44 -0400 Subject: [PATCH 02/90] wombo test --- truth.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/truth.py b/truth.py index 8ac87e9..5092da0 100644 --- a/truth.py +++ b/truth.py @@ -141,7 +141,7 @@ gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: #print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - pT.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) + pT.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) #wombo test #print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) From d4f4baaa26d326055774d5cdae82bd15f6c7f03f Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Tue, 3 Oct 2023 15:45:36 -0400 Subject: [PATCH 03/90] Added loop over dictionary, need to get correct weights and n_weights --- truth.py | 58 +++++++++++++++++++++++++++++--------------------------- 1 file changed, 30 insertions(+), 28 deletions(-) diff --git a/truth.py b/truth.py index d0eaf57..a78ce16 100644 --- a/truth.py +++ b/truth.py @@ -6,10 +6,10 @@ import os from DataFormats.FWLite import Events, Handle -#Take arguments from command line -#Put "root://cmsxrootd.fnal.gov//" before file name -#inputFiles = sys.argv[1] -#outputFile = sys.argv[2] +# Take arguments from command line +# Put "root://cmsxrootd.fnal.gov//" before file name +# inputFiles = sys.argv[1] +# outputFile = sys.argv[2] # Make VarParsing object # https://twiki.cern.ch/twiki/bin/view/CMS/SWGuideAboutPythonConfigFile#VarParsing_Example @@ -48,7 +48,7 @@ # - VarParsing options # use Varparsing object -events = Events (options) +events = Events(options) # -bash-4.2$ edmDumpEventContent ../sampleFiles/176F47D3-A514-454B-82D4-019163A330F9.root # vector "genParticles" "" "DIGI2RAW" @@ -65,22 +65,25 @@ # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag - +# Create a dictionary containing the ROOT histogram information for h_gluglu_pT for different weights +n_weights = 10 +h_gluglu_pT_dict = {} +for i in range(n_weights): + h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}','Transverse Momentum of Di-gluino system'.format(i),int(2800/50),0,2800) + h_gluglu_pT_dict[i].GetXaxis().SetTitle('P_{T} [GeV]') + h_gluglu_pT_dict[i].SetStats(False) # Create histograms, etc. ROOT.gROOT.SetBatch() # don't pop up canvases ROOT.gROOT.SetStyle('Plain') # white background #myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root", "RECREATE") c1 = ROOT.TCanvas('c1','') -pT = ROOT.TH1F('pTsum','Transverse Momentum of Di-gluino sytem',int(2800/50),0,2800) pT1 = ROOT.TH1F('pT1','Transverse Momentum of Stop 1;x; Events',100,0,targetMass*1.5) pT2 = ROOT.TH1F('pT2','Transverse Momentum of Stop 2;x; Events',100,0,targetMass*1.5) pT1.GetXaxis().SetTitle('P_{T}(#tilde{t}1) [GeV]') pT1.SetStats(False) pT2.GetXaxis().SetTitle('P_{T}(#tilde{t}2) [GeV]') pT2.SetStats(False) -pT.GetXaxis().SetTitle('P_{T} [GeV]') -pT.SetStats(False) Phi1 = ROOT.TH1F('Phi1','Phi of Stop 1;x; Events',100,-1*ROOT.TMath.Pi(),ROOT.TMath.Pi()) Phi2 = ROOT.TH1F('Phi2','Phi of Stop 2;x; Events',100,-1*ROOT.TMath.Pi(),ROOT.TMath.Pi()) Phi1.GetXaxis().SetTitle('#phi(#tilde{t}1)') @@ -104,8 +107,6 @@ filteredCount = 0 #set to -1 for all events -#Add for loop here over events - # loop over events for ievent,event in enumerate(events): if ievent == 0: @@ -126,26 +127,27 @@ for igenpart,genpart in enumerate(genparticles): status = genpart.status() pdgid = genpart.pdgId() - + mass = -1 if options.isAOD: mass = genpart.mass() else: mass = genpart.mass() - if abs(pdgid)!=1000021: + if abs(pdgid) != 1000021: continue - #if doPrint: - #print(status, pdgid) - if status != targetStatus: + # if doPrint: + # #print(status, pdgid) + if status != targetStatus: continue if abs(targetMass-mass) >= targetMass*0.1: filteredCount += 1 continue gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: - #print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - pT.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) #Add weights here, fill takes parameters (value, weight) - #print('Di-gluino pt', test) + # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) + for i, weights, in enumerate(event.weights()): + h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weights) + # print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) Phi1.Fill(gluinop4list[0].Phi()) @@ -163,15 +165,15 @@ print("List is empty.") -#output_path = os.path.expanduser("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/HistogramPDFs/"+outputFilename+'_LowGeV'+".pdf") -#c1.SaveAs(output_path) -#output_path = os.path.expanduser("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/HistogramPDFs/"+outputFilename+'_HighGeV'+".pdf") -#c1.SaveAs(output_path) -#myFile.WriteObject(h1, "LowGeV") -#myFile.WriteObject(h2, "HighGeV") +# output_path = os.path.expanduser("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/HistogramPDFs/"+outputFilename+'_LowGeV'+".pdf") +# c1.SaveAs(output_path) +# output_path = os.path.expanduser("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/HistogramPDFs/"+outputFilename+'_HighGeV'+".pdf") +# c1.SaveAs(output_path) +# myFile.WriteObject(h1, "LowGeV") +# myFile.WriteObject(h2, "HighGeV") outputFile.Write() outputFile.Close() -#myFile.Write() -#myFile.Close() -#myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root") +# myFile.Write() +# myFile.Close() +# myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root") print("\n\nEND") From 0224af9a1f26914258da04887faea02574a2ac40 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 7 Oct 2023 19:07:55 -0400 Subject: [PATCH 04/90] Added eventinfo handle --- truth.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/truth.py b/truth.py index a78ce16..7920c30 100644 --- a/truth.py +++ b/truth.py @@ -56,11 +56,13 @@ genparticleLabel = "prunedGenParticles" +eventinfoLabel = "eventInfo" if options.isAOD : genparticleLabel = "genParticles" # create handle outside of loop handles = {} -handles[genparticleLabel] = Handle ("std::vector") +handles[genparticleLabel] = Handle("std::vector") +handles[eventinfoLabel] = Handle("std::vector") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag @@ -120,6 +122,7 @@ # get the product genparticles = handles[genparticleLabel].product() + eventinfo = handles[eventinfoLabel].product() if doPrint: print ("------------------Event", ievent) @@ -145,7 +148,7 @@ gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - for i, weights, in enumerate(event.weights()): + for i, weights, in enumerate(eventinfo.weights()): h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weights) # print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) From 5298acadc0990fbb9330f0158e64d06fab8b620f Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 10 Oct 2023 12:57:37 -0400 Subject: [PATCH 05/90] Updated eventinfo Handle --- truth.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/truth.py b/truth.py index 7920c30..da62470 100644 --- a/truth.py +++ b/truth.py @@ -62,7 +62,7 @@ # create handle outside of loop handles = {} handles[genparticleLabel] = Handle("std::vector") -handles[eventinfoLabel] = Handle("std::vector") +handles[eventinfoLabel] = Handle("GenEventInfoProduct") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag From 1424296574645989eb4f36fe180538c369df5a50 Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 10 Oct 2023 13:05:51 -0400 Subject: [PATCH 06/90] Updated handle caller --- truth.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/truth.py b/truth.py index da62470..81e1af4 100644 --- a/truth.py +++ b/truth.py @@ -56,13 +56,13 @@ genparticleLabel = "prunedGenParticles" -eventinfoLabel = "eventInfo" +eventinfoLabel = "generator" if options.isAOD : genparticleLabel = "genParticles" # create handle outside of loop handles = {} handles[genparticleLabel] = Handle("std::vector") -handles[eventinfoLabel] = Handle("GenEventInfoProduct") +handles["generator"] = Handle("GenEventInfoProduct") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag @@ -122,7 +122,7 @@ # get the product genparticles = handles[genparticleLabel].product() - eventinfo = handles[eventinfoLabel].product() + eventinfo = handles["generator"].product() if doPrint: print ("------------------Event", ievent) From eee897b822fb891cd6110e7700b61a861e9dbbd2 Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:54:24 -0400 Subject: [PATCH 07/90] Update README.md --- README.md | 28 ++++++++++++++++++++++++++++ 1 file changed, 28 insertions(+) diff --git a/README.md b/README.md index d411987..7083a31 100644 --- a/README.md +++ b/README.md @@ -75,3 +75,31 @@ Note that this will overwrite the log.txt if run again. This is generally desire When passing Madgraph samples to truth.py, the target status must be given as a flag. Example: ```python truth.py inputFiles_load='./input-files/.list' outputFilename='./output-files/.root' targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 2>&1 | tee ./text-logs/.txt``` + +**Current Status** +```[cthompso@lxplus773 src]$ python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=real_MG.root targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 +('input=', ['root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18MiniAODv2/SMS-T5qqqqWH_TuneCP5_13TeV-madgraphMLM-pythia8/MINIAODSIM/FSUL18_106X_upgrade2018_realistic_v16_L1v1-v3/50000/E8E03006-260C-1C4F-A818-8A682CE0CE15.root', 'root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18MiniAODv2/SMS-T5qqqqWH_TuneCP5_13TeV-madgraphMLM-pythia8/MINIAODSIM/FSUL18_106X_upgrade2018_realistic_v16_L1v1-v3/50000/A23D1A87-B3C4-0740-8E14-55C9C7F32ACE.root', 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leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). +Unable to load sec.protocol plugin libXrdSecztn.so +Unable to load sec.protocol plugin libXrdSecztn.so +Unable to load sec.protocol plugin libXrdSecztn.so +Unable to load sec.protocol plugin libXrdSecztn.so +Unable to load sec.protocol plugin libXrdSecztn.so +Running... +Traceback (most recent call last): + File "truth.py", line 125, in + eventinfo = handles["generator"].product() + File "/cvmfs/cms.cern.ch/slc7_amd64_gcc820/cms/cmssw/CMSSW_10_6_30/python/DataFormats/FWLite/__init__.py", line 87, in product + raise self._exception +RuntimeError: ("getByLabel not called for '%s'", ) +[cthompso@lxplus773 src]$``` From 32436a04f43128099809c8d38d0f2459aab30187 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 12 Oct 2023 10:21:52 -0400 Subject: [PATCH 08/90] Added getByLabel call for eventinfo. Added print statement to print n weights when running. --- truth.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/truth.py b/truth.py index 81e1af4..87e83b9 100644 --- a/truth.py +++ b/truth.py @@ -62,7 +62,7 @@ # create handle outside of loop handles = {} handles[genparticleLabel] = Handle("std::vector") -handles["generator"] = Handle("GenEventInfoProduct") +handles[eventinfoLabel] = Handle("GenEventInfoProduct") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag @@ -119,10 +119,11 @@ doPrint = False # use getByLabel, just like in cmsRun event.getByLabel (genparticleLabel, handles[genparticleLabel]) + event.getByLabel(eventinfoLabel, handles[eventinfoLabel]) # get the product genparticles = handles[genparticleLabel].product() - eventinfo = handles["generator"].product() + eventinfo = handles[eventinfoLabel].product() if doPrint: print ("------------------Event", ievent) @@ -148,8 +149,9 @@ gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - for i, weights, in enumerate(eventinfo.weights()): - h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weights) + print("Number of weights in event = {}".format(len(eventinfo.weights()))) + for i, weight, in enumerate(eventinfo.weights()): + h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weight) # print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) From 7e3ec44c164e000c74ec0651e2232a416da3679f Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 12 Oct 2023 10:26:15 -0400 Subject: [PATCH 09/90] Removed SetStats(False) function for the h_gluglu_pT histograms. Added Sumw2() function to h_gluglu_pT histograms, which allows our program to account for weights when checking bin counts. --- truth.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/truth.py b/truth.py index 87e83b9..405bbb0 100644 --- a/truth.py +++ b/truth.py @@ -73,7 +73,7 @@ for i in range(n_weights): h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}','Transverse Momentum of Di-gluino system'.format(i),int(2800/50),0,2800) h_gluglu_pT_dict[i].GetXaxis().SetTitle('P_{T} [GeV]') - h_gluglu_pT_dict[i].SetStats(False) + h_gluglu_pT_dict[i].Sumw2() # Create histograms, etc. ROOT.gROOT.SetBatch() # don't pop up canvases From 97da4d96c6cf44d5a56535c45eb0a7c9f537d61f Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 12 Oct 2023 10:33:39 -0400 Subject: [PATCH 10/90] Updated n_weights to be hardcoded at 45, will see if this is the case for all iterations. If not, will update this to be dynamic. --- truth.py | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/truth.py b/truth.py index 405bbb0..a508326 100644 --- a/truth.py +++ b/truth.py @@ -11,6 +11,9 @@ # inputFiles = sys.argv[1] # outputFile = sys.argv[2] +# Current best run command +# python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=Real_01__MG.root targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 + # Make VarParsing object # https://twiki.cern.ch/twiki/bin/view/CMS/SWGuideAboutPythonConfigFile#VarParsing_Example from FWCore.ParameterSet.VarParsing import VarParsing @@ -68,7 +71,7 @@ # like and edm::InputTag # Create a dictionary containing the ROOT histogram information for h_gluglu_pT for different weights -n_weights = 10 +n_weights = 45 h_gluglu_pT_dict = {} for i in range(n_weights): h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}','Transverse Momentum of Di-gluino system'.format(i),int(2800/50),0,2800) From c8481f0730b0f7d91c1c628a578c12f106dc0fc4 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 12 Oct 2023 10:51:09 -0400 Subject: [PATCH 11/90] Removed print statement, n_weights is always 45. --- truth.py | 1 - 1 file changed, 1 deletion(-) diff --git a/truth.py b/truth.py index a508326..e51a4ec 100644 --- a/truth.py +++ b/truth.py @@ -152,7 +152,6 @@ gluinop4list.append(genpart.p4()) if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - print("Number of weights in event = {}".format(len(eventinfo.weights()))) for i, weight, in enumerate(eventinfo.weights()): h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weight) # print('Di-gluino pt', test) From ffb3113b72ef9816b19858b3f3c44a4fd03293df Mon Sep 17 00:00:00 2001 From: ctdax Date: Fri, 13 Oct 2023 13:01:31 -0400 Subject: [PATCH 12/90] Fixed histogram naming to save all weighted histograms. Added temporary code to create mass histogram. --- histograms.py | 28 ++++++++++++++++++++++++++++ truth.py | 18 +++++++++++------- 2 files changed, 39 insertions(+), 7 deletions(-) create mode 100644 histograms.py diff --git a/histograms.py b/histograms.py new file mode 100644 index 0000000..2fd0eac --- /dev/null +++ b/histograms.py @@ -0,0 +1,28 @@ +from matplotlib import pyplot as plt +import numpy as np +import uproot + +def transform_array_to_midpoint_array(arr): + l = arr.tolist() + new_arr = [] + for i in range(len(l)): + try: + new_arr.insert(i, (l[i] + l[i+1])/2) + except IndexError: + break + + return new_arr + +rootpath = r"C:\Users\Colby\Box Sync\Larry work\h_gluglu_pT histograms\h_gluglu_MGn50_1000GeV.root" +with uproot.open(rootpath) as root: + #print(root['pTsum {};1'].keys()) + print(root.classnames()) + arr = root['pTsum {};1'].to_numpy() + #bins = transform_array_to_midpoint_array(arr[1]) + #plt.hist(bins, weights=arr[0], color="dodgerblue", alpha=0.8, edgecolor='black', histtype="stepfilled") + #plt.suptitle("Weighted MadGraph Samples, n=50, targetMass=1000GeV") + #plt.xlabel("H -> GluinoGluino pT (GeV)") + #plt.ylabel("Frequency (log scale)") + #plt.yscale("log") + #plt.show() + diff --git a/truth.py b/truth.py index 81e1af4..a7675ab 100644 --- a/truth.py +++ b/truth.py @@ -5,6 +5,8 @@ import sys import os from DataFormats.FWLite import Events, Handle +from matplotlib import pyplot as plt +import sys # Take arguments from command line # Put "root://cmsxrootd.fnal.gov//" before file name @@ -71,7 +73,7 @@ n_weights = 10 h_gluglu_pT_dict = {} for i in range(n_weights): - h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}','Transverse Momentum of Di-gluino system'.format(i),int(2800/50),0,2800) + h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}'.format(i),'Transverse Momentum of Di-gluino system',int(2800/50),0,2800) h_gluglu_pT_dict[i].GetXaxis().SetTitle('P_{T} [GeV]') h_gluglu_pT_dict[i].SetStats(False) @@ -127,15 +129,12 @@ if doPrint: print ("------------------Event", ievent) gluinop4list = [] + masslist = [] for igenpart,genpart in enumerate(genparticles): status = genpart.status() pdgid = genpart.pdgId() - - mass = -1 - if options.isAOD: - mass = genpart.mass() - else: - mass = genpart.mass() + mass = genpart.mass() + masslist.append(mass) if abs(pdgid) != 1000021: continue # if doPrint: @@ -146,6 +145,11 @@ filteredCount += 1 continue gluinop4list.append(genpart.p4()) + + plt.hist(masslist) + plt.savefig("masshist.png") + sys.exit() + if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) for i, weights, in enumerate(eventinfo.weights()): From b72f4c1159ff288ec1ff3abbb5e5c6b257995e0a Mon Sep 17 00:00:00 2001 From: ctdax Date: Fri, 13 Oct 2023 13:13:17 -0400 Subject: [PATCH 13/90] Updated mass histogram to include all root files --- truth.py | 11 +++++------ 1 file changed, 5 insertions(+), 6 deletions(-) diff --git a/truth.py b/truth.py index 1731a5d..7fe53b4 100644 --- a/truth.py +++ b/truth.py @@ -14,7 +14,7 @@ # outputFile = sys.argv[2] # Current best run command -# python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=Real_01__MG.root targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 +# python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=output-files/test.root targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 # Make VarParsing object # https://twiki.cern.ch/twiki/bin/view/CMS/SWGuideAboutPythonConfigFile#VarParsing_Example @@ -114,6 +114,8 @@ filteredCount = 0 #set to -1 for all events +masslist = [] + # loop over events for ievent,event in enumerate(events): if ievent == 0: @@ -133,7 +135,6 @@ if doPrint: print ("------------------Event", ievent) gluinop4list = [] - masslist = [] for igenpart,genpart in enumerate(genparticles): status = genpart.status() pdgid = genpart.pdgId() @@ -150,10 +151,6 @@ continue gluinop4list.append(genpart.p4()) - plt.hist(masslist) - plt.savefig("masshist.png") - sys.exit() - if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) for i, weight, in enumerate(eventinfo.weights()): @@ -187,4 +184,6 @@ # myFile.Write() # myFile.Close() # myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root") +plt.hist(masslist) +plt.savefig("masshist.png") print("\n\nEND") From 77ed5881278b44c54f0dbd3625457edaa352b255 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 14 Oct 2023 01:42:14 -0400 Subject: [PATCH 14/90] Updated histograms.py to include min/max plot function for given root file gluglup pT histograms --- histograms.py | 42 ++++++++++++++++++++++++++++++------------ 1 file changed, 30 insertions(+), 12 deletions(-) diff --git a/histograms.py b/histograms.py index 2fd0eac..303a44e 100644 --- a/histograms.py +++ b/histograms.py @@ -13,16 +13,34 @@ def transform_array_to_midpoint_array(arr): return new_arr -rootpath = r"C:\Users\Colby\Box Sync\Larry work\h_gluglu_pT histograms\h_gluglu_MGn50_1000GeV.root" -with uproot.open(rootpath) as root: - #print(root['pTsum {};1'].keys()) - print(root.classnames()) - arr = root['pTsum {};1'].to_numpy() - #bins = transform_array_to_midpoint_array(arr[1]) - #plt.hist(bins, weights=arr[0], color="dodgerblue", alpha=0.8, edgecolor='black', histtype="stepfilled") - #plt.suptitle("Weighted MadGraph Samples, n=50, targetMass=1000GeV") - #plt.xlabel("H -> GluinoGluino pT (GeV)") - #plt.ylabel("Frequency (log scale)") - #plt.yscale("log") - #plt.show() +def gluglu_pT_range_plot(rootfilepath, mass, savefig=None): + with uproot.open(rootfilepath) as root: + maxes = np.zeros(56) + mins = np.full(56, 100000000) + bins = [] + for key in root.keys(): + if 'pTsum' in key: + arr = root[key].to_numpy() + for i in range(len(arr[0])): + if arr[0][i] > maxes[i]: + maxes[i] = arr[0][i] + if arr[0][i] < mins[i]: + mins[i] = arr[0][i] + bins = transform_array_to_midpoint_array(arr[1]) + mids = [] + for i in range(len(maxes)): + mids.append(maxes[i]-mins[i]) + plt.plot(bins, mids) + plt.fill_between(bins, mins, maxes, alpha=0.5, color='dodgerblue') + plt.suptitle("Min/Max {} GeV".format(mass)) + plt.xlabel("gluglu pT (GeV)") + plt.ylabel("Weighted Frequency") + + if savefig!=None: + plt.savefig(savefig) + else: + plt.show() + +rootpath = r"C:\Users\Colby\Box Sync\Larry work\gluglu_pT histograms\test.root" +gluglu_pT_range_plot(rootpath, 1000) \ No newline at end of file From 8439af021f166319edc4db75cb4a456f93918267 Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Mon, 16 Oct 2023 14:41:21 -0400 Subject: [PATCH 15/90] Added a bash script to run truth.py over the set of masses --- runtruth.sh | 9 +++++++++ 1 file changed, 9 insertions(+) create mode 100644 runtruth.sh diff --git a/runtruth.sh b/runtruth.sh new file mode 100644 index 0000000..4225e53 --- /dev/null +++ b/runtruth.sh @@ -0,0 +1,9 @@ +#!/bin/bash +#Bash script to run truth.py + +mass=('1400' '1600' '1800' '2000' '2200' '2400' '2600') #Note that 1000 is also a mass to consider but I have already ran over 1000GeV +for str in ${mass[@]}; +do + echo Running truth.py for targetMass = $str GeV + python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=output-files/gluglu_MGn50_GeV$str.root targetMass=$((str)) isAOD=False printEvery=1000 targetStatus=62 +done From bd6c54d25fbdf802a349cef970dcfe45b3fe2253 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 19 Oct 2023 13:51:53 -0400 Subject: [PATCH 16/90] Added output root files --- histograms.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index 303a44e..e4d9159 100644 --- a/histograms.py +++ b/histograms.py @@ -42,5 +42,9 @@ def gluglu_pT_range_plot(rootfilepath, mass, savefig=None): else: plt.show() -rootpath = r"C:\Users\Colby\Box Sync\Larry work\gluglu_pT histograms\test.root" -gluglu_pT_range_plot(rootpath, 1000) \ No newline at end of file +masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] +for mass in masses: + rootpath = "/Users/colbythompson/Documents/Research/gluglu_pT/gluglu_MGn50_GeV{}.root".format(mass) + with uproot.open(rootpath) as root: + print("{}\n{}".format(mass, root.keys())) + #gluglu_pT_range_plot(rootpath, 1000) \ No newline at end of file From fbe368f2e63eecf29b07c9f2387747eb6ec602b0 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 19 Oct 2023 13:55:04 -0400 Subject: [PATCH 17/90] Added output root files --- .idea/.gitignore | 8 ++++++++ .idea/MGP8_ISRStudy_LAdev.iml | 8 ++++++++ .idea/inspectionProfiles/profiles_settings.xml | 7 +++++++ .idea/misc.xml | 4 ++++ .idea/modules.xml | 8 ++++++++ .idea/vcs.xml | 6 ++++++ test.py | 0 7 files changed, 41 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/MGP8_ISRStudy_LAdev.iml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 test.py diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/MGP8_ISRStudy_LAdev.iml b/.idea/MGP8_ISRStudy_LAdev.iml new file mode 100644 index 0000000..8388dbc --- /dev/null +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..dd4c951 --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,7 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..d56657a --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..3a1420c --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..35eb1dd --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/test.py b/test.py new file mode 100644 index 0000000..e69de29 From 75573246eee0d88cef0a64f69ba47ea66e30978a Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Thu, 19 Oct 2023 13:56:22 -0400 Subject: [PATCH 18/90] added output root files --- output-files/gluglu_MGn50_GeV1400.root | Bin 0 -> 59324 bytes output-files/gluglu_MGn50_GeV1600.root | Bin 0 -> 60734 bytes output-files/gluglu_MGn50_GeV1800.root | Bin 0 -> 60845 bytes output-files/gluglu_MGn50_GeV2000.root | Bin 0 -> 61654 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zHp3gH^xaag=__K7u3z-Ums!!Q_Duu2Nuc)$^z+FW*6ZYDMNH}fV$}Ce`i>J(D7_L> zvLbX@g=6ke32tM)^QsjQ$RZwyU3lYJFG=!qXTkSf3t-cv`E`;dAX!q)au3Neg;kY$ zev&Kk9HBe(;5ZZOXW7V^lcQrN&zxbSV`opDK0AWxrkw)7*@V5nrK>TVP3V5-lSw|h zoEcsaZrF!6WT>f2A9aYNCM2m^YTX^*)?q4l4bl?|^vk|I!wccQ2&&@Sc;#!iftk~# z16Yvl)7c=Kqij&SOUQt}OQ3{cVq&KSoqyH|q4W3k384qI()OZMoV3?ulB*tP)|RU> zl)e`ps|CvV8Fi~8!`>-&jE#dXi~hFUeRWF z59H$I22KasYQ`J&!>N$dqy0mV@MFN(Nm_6FTNvS!Crc)$}x0L6%IG%20*xs$Nuzc;K+qC2fYaM6Fgta1tl3Nr?Qr$0xlH$^g@JgyYsNcvj zWO0dAc(8gbN~PW L008pCcQup%7${GT literal 0 HcmV?d00001 From 187203f52a0444707fa325cdfedee0f762e49a44 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 19 Oct 2023 15:24:26 -0400 Subject: [PATCH 19/90] Updated histograms.py and created folder for hists along with 2 hists --- histograms.py | 90 ++++++++++++++++-------------- histograms/weightedHistSum.png | Bin 0 -> 41586 bytes histograms/weightedHistSumLog.png | Bin 0 -> 48963 bytes 3 files changed, 49 insertions(+), 41 deletions(-) create mode 100644 histograms/weightedHistSum.png create mode 100644 histograms/weightedHistSumLog.png diff --git a/histograms.py b/histograms.py index e4d9159..a677c0f 100644 --- a/histograms.py +++ b/histograms.py @@ -2,49 +2,57 @@ import numpy as np import uproot -def transform_array_to_midpoint_array(arr): - l = arr.tolist() - new_arr = [] - for i in range(len(l)): - try: - new_arr.insert(i, (l[i] + l[i+1])/2) - except IndexError: - break - return new_arr +def prepare_array_for_hist(frequency, bins): + ''' + :param frequency: The array that contains the frequency data (y axis values on hist) + :param bins: The array that contains the bins (x axis on hist) + :return: Converts the frequency array to a form better suited for histograms + ''' + arr = np.array([]) + for i in range(len(frequency)): + arr = np.concatenate((arr, np.repeat(bins[i], frequency[i]))) -def gluglu_pT_range_plot(rootfilepath, mass, savefig=None): - with uproot.open(rootfilepath) as root: - maxes = np.zeros(56) - mins = np.full(56, 100000000) - bins = [] - for key in root.keys(): - if 'pTsum' in key: - arr = root[key].to_numpy() - for i in range(len(arr[0])): - if arr[0][i] > maxes[i]: - maxes[i] = arr[0][i] - if arr[0][i] < mins[i]: - mins[i] = arr[0][i] - bins = transform_array_to_midpoint_array(arr[1]) - mids = [] - for i in range(len(maxes)): - mids.append(maxes[i]-mins[i]) + return arr - plt.plot(bins, mids) - plt.fill_between(bins, mins, maxes, alpha=0.5, color='dodgerblue') - plt.suptitle("Min/Max {} GeV".format(mass)) - plt.xlabel("gluglu pT (GeV)") - plt.ylabel("Weighted Frequency") +def weighted_sum_histograms(masses, rootpaths, log=False, savefig=None): + ''' + :param mass: List of root file masses + :param rootpath: List of paths to the root files + :param log: If True, transforms the yscale of the histogram to log scale + :param savefig: Filepath to save the histogram, does not save by default + :return: Histogram of the weighted gluglu pT sums + ''' + for i in range(len(masses)): + with uproot.open(rootpaths[i]) as root: + final_arr = np.zeros(56) + for key in root.keys(): + if 'pTsum' in key: + arr = root[key].to_numpy() + final_arr += arr[0] - if savefig!=None: - plt.savefig(savefig) - else: - plt.show() + bins = arr[1] + frequency = prepare_array_for_hist(final_arr, bins) + plt.hist(frequency, bins, histtype=u'step', label="Glu Mass {} GeV".format(masses[i])) -masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] -for mass in masses: - rootpath = "/Users/colbythompson/Documents/Research/gluglu_pT/gluglu_MGn50_GeV{}.root".format(mass) - with uproot.open(rootpath) as root: - print("{}\n{}".format(mass, root.keys())) - #gluglu_pT_range_plot(rootpath, 1000) \ No newline at end of file + plt.suptitle("Sum of Weighted Histograms for Various Gluino Masses") + plt.xlabel("gluglu pT (GeV)") + plt.legend() + if log: + plt.ylabel("Frequency (log)") + plt.yscale('log') + else: + plt.ylabel("Frequency") + if savefig!=None: + plt.savefig(savefig) + else: + plt.show() + +masses = [1400, 1600, 1800, 2000, 2200, 2400] +rootpaths = ["/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1400.root", + "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1600.root", + "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1800.root", + "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2000.root", + "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2200.root", + "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2400.root"] +weighted_sum_histograms(masses, rootpaths, True, savefig="/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/histograms/weightedHistSumLog.png") \ No newline at end of file diff --git a/histograms/weightedHistSum.png b/histograms/weightedHistSum.png new file mode 100644 index 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feature --- truth.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/truth.py b/truth.py index 7fe53b4..c47606d 100644 --- a/truth.py +++ b/truth.py @@ -5,8 +5,6 @@ import sys import os from DataFormats.FWLite import Events, Handle -from matplotlib import pyplot as plt -import sys # Take arguments from command line # Put "root://cmsxrootd.fnal.gov//" before file name @@ -114,8 +112,6 @@ filteredCount = 0 #set to -1 for all events -masslist = [] - # loop over events for ievent,event in enumerate(events): if ievent == 0: @@ -139,7 +135,6 @@ status = genpart.status() pdgid = genpart.pdgId() mass = genpart.mass() - masslist.append(mass) if abs(pdgid) != 1000021: continue # if doPrint: @@ -184,6 +179,4 @@ # myFile.Write() # myFile.Close() # myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root") -plt.hist(masslist) -plt.savefig("masshist.png") print("\n\nEND") From 1b8590a121ea73308cfe40453e0e1ef4ae4c4468 Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Fri, 20 Oct 2023 22:04:22 -0400 Subject: [PATCH 21/90] removed mass histogram feature --- truth.py | 7 ------- 1 file changed, 7 deletions(-) diff --git a/truth.py b/truth.py index 7fe53b4..c47606d 100644 --- a/truth.py +++ b/truth.py @@ -5,8 +5,6 @@ import sys import os from DataFormats.FWLite import Events, Handle -from matplotlib import pyplot as plt -import sys # Take arguments from command line # Put "root://cmsxrootd.fnal.gov//" before file name @@ -114,8 +112,6 @@ filteredCount = 0 #set to -1 for all events -masslist = [] - # loop over events for ievent,event in enumerate(events): if ievent == 0: @@ -139,7 +135,6 @@ status = genpart.status() pdgid = genpart.pdgId() mass = genpart.mass() - masslist.append(mass) if abs(pdgid) != 1000021: continue # if doPrint: @@ -184,6 +179,4 @@ # myFile.Write() # myFile.Close() # myFile = ROOT.TFile.Open("/afs/cern.ch/user/t/twolfe/MGP8_ISRStudy/outputFiles/"+outputFilename+".root") -plt.hist(masslist) -plt.savefig("masshist.png") print("\n\nEND") From bc6daf66390d9608ef98dc35cdf2f4924afb0845 Mon Sep 17 00:00:00 2001 From: ctdax Date: Fri, 20 Oct 2023 22:26:37 -0400 Subject: [PATCH 22/90] Removed mass histogram feature --- .idea/.gitignore | 8 ++++++++ .idea/MGP8_ISRStudy_LAdev.iml | 10 ++++++++++ .idea/inspectionProfiles/profiles_settings.xml | 6 ++++++ .idea/misc.xml | 4 ++++ .idea/modules.xml | 8 ++++++++ .idea/vcs.xml | 6 ++++++ test.py | 3 +++ 7 files changed, 45 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/MGP8_ISRStudy_LAdev.iml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 test.py diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage ignored files +/dataSources/ +/dataSources.local.xml diff --git a/.idea/MGP8_ISRStudy_LAdev.iml b/.idea/MGP8_ISRStudy_LAdev.iml new file mode 100644 index 0000000..e14b741 --- /dev/null +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -0,0 +1,10 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 0000000..105ce2d --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 0000000..3e4cd7c --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 0000000..3a1420c --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 0000000..35eb1dd --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/test.py b/test.py new file mode 100644 index 0000000..5ec9331 --- /dev/null +++ b/test.py @@ -0,0 +1,3 @@ +l = [] +l.insert(0, 1) +print(l) \ No newline at end of file From 08b21c5545b5b4eeb68f25936773e9e7728faf60 Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 24 Oct 2023 10:04:15 -0400 Subject: [PATCH 23/90] Updated histograms.py to create errorbar plots, still a work in progress --- histograms.py | 153 +++++++++++++++++++++++------- histograms/weightedHistSum.png | Bin 41586 -> 0 bytes histograms/weightedHistSumLog.png | Bin 48963 -> 0 bytes test.py | 7 +- 4 files changed, 125 insertions(+), 35 deletions(-) delete mode 100644 histograms/weightedHistSum.png delete mode 100644 histograms/weightedHistSumLog.png diff --git a/histograms.py b/histograms.py index a677c0f..a407e35 100644 --- a/histograms.py +++ b/histograms.py @@ -3,6 +3,21 @@ import uproot +def midpoint_binning(array): + ''' + :param array: Array of bins you would like to midpoint + :return: Transformed array of length n-1 that locates the midpoints between the array. For example [0,10,20] -> [5,15] + ''' + difference = array[1] - array[0] + length = len(array) + transformed = [] + i = 0 + while i < length-1: + transformed.append(difference/2 + difference*i) + i+=1 + + return transformed + def prepare_array_for_hist(frequency, bins): ''' :param frequency: The array that contains the frequency data (y axis values on hist) @@ -15,44 +30,118 @@ def prepare_array_for_hist(frequency, bins): return arr -def weighted_sum_histograms(masses, rootpaths, log=False, savefig=None): + +def all_histograms(mass, rootpath, directorypath): + ''' + :param mass: Mass of the root file + :param rootpath: Path to the root file + :param directorypath: Path to the directory to store histograms + :return: Saves all histograms to the directory + ''' + with uproot.open(rootpath) as root: + for key in root.keys(): + plt.clf() + if 'pTsum' in key: + arr = root[key].to_numpy() + frequency = prepare_array_for_hist(arr[0], arr[1]) + plt.hist(frequency, arr[1], color='dodgerblue') + plt.suptitle('Weighted Histogram {} Mass = {} GeV'.format(key, mass)) + plt.ylabel('Frequency') + plt.xlabel('gluglu pT (GeV)') + path = directorypath + '/{}.png'.format(key) + plt.savefig(path) + +def errorbar_ratioplot(mass, mgpath, pythiapath, savefig=None): ''' - :param mass: List of root file masses - :param rootpath: List of paths to the root files - :param log: If True, transforms the yscale of the histogram to log scale + :param mass: Gluino mass (GeV) + :param mgpath: Path to the madgraph root file + :param pythiapath: Path to the pythia root file :param savefig: Filepath to save the histogram, does not save by default - :return: Histogram of the weighted gluglu pT sums + :return: gluglu pT Errorbar ratio plot ''' - for i in range(len(masses)): - with uproot.open(rootpaths[i]) as root: - final_arr = np.zeros(56) - for key in root.keys(): - if 'pTsum' in key: + plt.clf() #Clear existing plots + with uproot.open(mgpath) as root: + mins = np.repeat(100000, 56) + maxes = np.zeros(56) + for key in root.keys(): + if 'pTsum' in key: + if key == 'pTsum 0;1': + #Get the ratio + with uproot.open(pythiapath) as pythiaroot: + ratio, bins = get_ratio(root, pythiaroot) + else: + #Get the madgraph errorbars arr = root[key].to_numpy() - final_arr += arr[0] - - bins = arr[1] - frequency = prepare_array_for_hist(final_arr, bins) - plt.hist(frequency, bins, histtype=u'step', label="Glu Mass {} GeV".format(masses[i])) - - plt.suptitle("Sum of Weighted Histograms for Various Gluino Masses") - plt.xlabel("gluglu pT (GeV)") - plt.legend() - if log: - plt.ylabel("Frequency (log)") - plt.yscale('log') - else: - plt.ylabel("Frequency") + for i in range(len(mins)): + if arr[0][i] < mins[i]: + mins[i] = arr[0][i] + if arr[0][i] > maxes[i]: + maxes[i] = arr[0][i] + + #Get the ratio errorbars + ratio_errors = get_ratio_errorbars(mins, maxes, ratio) + + #Create the plot + bins = bins[:-1] + plt.errorbar(bins, ratio, ratio_errors, ls='none', capsize=5) + plt.suptitle('Weighted Frequency Range, Gluino Target Mass = {} GeV'.format(mass)) + plt.xlabel('gluglu pT (GeV)') + plt.ylabel('Frequency') if savefig!=None: plt.savefig(savefig) else: plt.show() -masses = [1400, 1600, 1800, 2000, 2200, 2400] -rootpaths = ["/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1400.root", - "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1600.root", - "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1800.root", - "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2000.root", - "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2200.root", - "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV2400.root"] -weighted_sum_histograms(masses, rootpaths, True, savefig="/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/histograms/weightedHistSumLog.png") \ No newline at end of file + +def get_ratio(mgroot, pythiaroot): + ''' + :param mg: Array of the madgraph values + :param pythia: Array of the pythia values + :return: Min/Max ratios and the histogram bins + ''' + mg = mgroot['pTsum 0;1'].to_numpy() + pythia = pythiaroot['pTsum;1'].to_numpy() + ratio = np.array([]) + for i in range(len(mg[0])): + try: + ratio = np.append(ratio, mg[0][i]/pythia[0][i]) + except IndexError: + bins = pythia[1] + return ratio, bins + + bins = mg[1] + return ratio, bins + + +def get_ratio_errorbars(mins, maxes, ratio): + ''' + :param mins: Array of minimum madgraph values + :param maxes: Array of maximum madgraph values + :param ratio: Array of madgraph/pythia ratios + :return: Ratio errorbars + ''' + mg_sigma = (maxes - mins) / 2 + mids = mins + mg_sigma + relative_uncertainty = mg_sigma/mids + try: + ratio_error = relative_uncertainty * ratio + except ValueError: + #Fix shape difference by reducing larger array + length_difference = abs(len(relative_uncertainty) - len(ratio)) + if len(relative_uncertainty) < len(ratio): + ratio = ratio[:-length_difference] + else: + relative_uncertainty = relative_uncertainty[:-length_difference] + ratio_error = relative_uncertainty * ratio + + return ratio_error + + +masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] +mg_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV" +pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\PYgluino_50gev-bin_M-" + +for i in range(len(masses)): + mgpath = mg_rootpath_base + "{}.root".format(masses[i]) + pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) + errorbar_ratioplot(masses[i], mgpath, pythiapath) \ No newline at end of file diff --git a/histograms/weightedHistSum.png b/histograms/weightedHistSum.png deleted file mode 100644 index 648d6ec4fd6946af7e4c6deb76a4107ffdd81e4d..0000000000000000000000000000000000000000 GIT binary patch literal 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5a2642c0a460f0946bc4a5a895aacfd031615a20 Mon Sep 17 00:00:00 2001 From: ctdax Date: Fri, 27 Oct 2023 00:18:31 -0400 Subject: [PATCH 28/90] Lots of changes to histograms.py. Now creates the correct ratio plots and allows for the option to double the bin width --- histograms.py | 188 +++++++++++++------------- histograms/MG_pythia_ratio_M-1000.png | Bin 22086 -> 0 bytes histograms/MG_pythia_ratio_M-1400.png | Bin 20006 -> 0 bytes histograms/MG_pythia_ratio_M-1600.png | Bin 21797 -> 0 bytes histograms/MG_pythia_ratio_M-1800.png | Bin 22395 -> 0 bytes histograms/MG_pythia_ratio_M-2000.png | Bin 21663 -> 0 bytes histograms/MG_pythia_ratio_M-2200.png | Bin 22817 -> 0 bytes histograms/MG_pythia_ratio_M-2400.png | Bin 22245 -> 0 bytes histograms/MG_pythia_ratio_M-2600.png | Bin 23212 -> 0 bytes test.py | 6 +- 10 files changed, 99 insertions(+), 95 deletions(-) delete mode 100644 histograms/MG_pythia_ratio_M-1000.png delete mode 100644 histograms/MG_pythia_ratio_M-1400.png delete mode 100644 histograms/MG_pythia_ratio_M-1600.png delete mode 100644 histograms/MG_pythia_ratio_M-1800.png delete mode 100644 histograms/MG_pythia_ratio_M-2000.png delete mode 100644 histograms/MG_pythia_ratio_M-2200.png delete mode 100644 histograms/MG_pythia_ratio_M-2400.png delete mode 100644 histograms/MG_pythia_ratio_M-2600.png diff --git a/histograms.py b/histograms.py index a407e35..a8851d1 100644 --- a/histograms.py +++ b/histograms.py @@ -1,147 +1,151 @@ from matplotlib import pyplot as plt import numpy as np import uproot +import sys -def midpoint_binning(array): - ''' - :param array: Array of bins you would like to midpoint - :return: Transformed array of length n-1 that locates the midpoints between the array. For example [0,10,20] -> [5,15] - ''' - difference = array[1] - array[0] - length = len(array) - transformed = [] - i = 0 - while i < length-1: - transformed.append(difference/2 + difference*i) - i+=1 - - return transformed - -def prepare_array_for_hist(frequency, bins): - ''' - :param frequency: The array that contains the frequency data (y axis values on hist) - :param bins: The array that contains the bins (x axis on hist) - :return: Converts the frequency array to a form better suited for histograms - ''' - arr = np.array([]) - for i in range(len(frequency)): - arr = np.concatenate((arr, np.repeat(bins[i], frequency[i]))) - - return arr - - -def all_histograms(mass, rootpath, directorypath): +def all_histograms(mass, mgpath, savefig=None): ''' :param mass: Mass of the root file - :param rootpath: Path to the root file - :param directorypath: Path to the directory to store histograms - :return: Saves all histograms to the directory + :param mgpath: Path to the root file + :param savefig: Path to save the histogram + :return: All normalized weighted pT histograms on one plot ''' - with uproot.open(rootpath) as root: + plt.clf() + with uproot.open(mgpath) as root: for key in root.keys(): - plt.clf() if 'pTsum' in key: + if key == 'pTsum 0;1': + continue arr = root[key].to_numpy() - frequency = prepare_array_for_hist(arr[0], arr[1]) - plt.hist(frequency, arr[1], color='dodgerblue') - plt.suptitle('Weighted Histogram {} Mass = {} GeV'.format(key, mass)) - plt.ylabel('Frequency') - plt.xlabel('gluglu pT (GeV)') - path = directorypath + '/{}.png'.format(key) - plt.savefig(path) - -def errorbar_ratioplot(mass, mgpath, pythiapath, savefig=None): + normalized_frequency = arr[0]/sum(arr[0]) + plt.plot(arr[1][:-1], normalized_frequency, color='dodgerblue') + plt.suptitle('Weighted pT, Gluino Target Mass = {} GeV'.format(mass)) + plt.ylabel('Normalized Frequency') + plt.xlabel('gluglu pT (GeV)') + if savefig != None: + plt.savefig(savefig) + else: + plt.show() + +def errorbar_ratioplot(mass, mgpath, pythiapath, double_bin_wth=False, savefig=None): ''' :param mass: Gluino mass (GeV) :param mgpath: Path to the madgraph root file :param pythiapath: Path to the pythia root file + :param double_bin_wth: If True, doubles the width of the bins :param savefig: Filepath to save the histogram, does not save by default :return: gluglu pT Errorbar ratio plot ''' plt.clf() #Clear existing plots with uproot.open(mgpath) as root: - mins = np.repeat(100000, 56) - maxes = np.zeros(56) + if double_bin_wth: + n=28 + else: + n=56 + mins = np.repeat(100000.0, n) + maxes = np.zeros(n) for key in root.keys(): if 'pTsum' in key: if key == 'pTsum 0;1': - #Get the ratio - with uproot.open(pythiapath) as pythiaroot: - ratio, bins = get_ratio(root, pythiaroot) + continue + #Get the madgraph errorbars + arr = root[key].to_numpy() + normalized_frequency = arr[0]/sum(arr[0]) + + #Double the bin widths if necessary + if double_bin_wth: + normalized_frequency, mgbins = double_bin_width(normalized_frequency, arr[1]) + capsize=5 else: - #Get the madgraph errorbars - arr = root[key].to_numpy() - for i in range(len(mins)): - if arr[0][i] < mins[i]: - mins[i] = arr[0][i] - if arr[0][i] > maxes[i]: - maxes[i] = arr[0][i] + mgbins = arr[1] + capsize=3 + + for i in range(len(mins)): + if normalized_frequency[i] < mins[i]: + mins[i] = normalized_frequency[i] + if normalized_frequency[i] > maxes[i]: + maxes[i] = normalized_frequency[i] - #Get the ratio errorbars - ratio_errors = get_ratio_errorbars(mins, maxes, ratio) + #Get the min/max ratios + minratio, bins = get_ratio(mins, mgbins, pythiapath, double_bin_wth) + maxratio, _ = get_ratio(maxes, mgbins, pythiapath, double_bin_wth) + diff = (maxratio-minratio)/2 + midratio = diff + minratio #Create the plot - bins = bins[:-1] - plt.errorbar(bins, ratio, ratio_errors, ls='none', capsize=5) - plt.suptitle('Weighted Frequency Range, Gluino Target Mass = {} GeV'.format(mass)) + try: + plt.errorbar(bins, midratio, diff, ls='none', capsize=capsize, color='dodgerblue') + except ValueError: + bins = bins[:-1] + plt.errorbar(bins, midratio, diff, ls='none', capsize=capsize, color='dodgerblue') + plt.suptitle('MG/Pythia, Gluino Target Mass = {} GeV'.format(mass)) plt.xlabel('gluglu pT (GeV)') - plt.ylabel('Frequency') + plt.ylabel('MG/Pythia') if savefig!=None: plt.savefig(savefig) else: plt.show() -def get_ratio(mgroot, pythiaroot): +def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False): ''' - :param mg: Array of the madgraph values - :param pythia: Array of the pythia values - :return: Min/Max ratios and the histogram bins + :param mg_normalized_frequency: Array of the madgraph normalized values + :param mg_bins: Array of bins from the MG data + :param pythiaroot: Path to pythia root file + :param double_bin_wth: If true, doubles the bin widths + :return: Ratio array and bins ''' - mg = mgroot['pTsum 0;1'].to_numpy() - pythia = pythiaroot['pTsum;1'].to_numpy() + with uproot.open(pythiaroot) as pyroot: + pythia = pyroot['pTsum;1'].to_numpy() + pythia_data = pythia[0]/sum(pythia[0]) + pybins = pythia[1] + + if double_bin_wth: + pythia_data, pybins = double_bin_width(pythia_data, pythia[1]) + ratio = np.array([]) - for i in range(len(mg[0])): + for i in range(len(mg_normalized_frequency)): try: - ratio = np.append(ratio, mg[0][i]/pythia[0][i]) + ratio = np.append(ratio, mg_normalized_frequency[i]/pythia_data[i]) except IndexError: - bins = pythia[1] - return ratio, bins + return ratio, pybins - bins = mg[1] + bins = mg_bins return ratio, bins -def get_ratio_errorbars(mins, maxes, ratio): +def double_bin_width(data, bins): ''' - :param mins: Array of minimum madgraph values - :param maxes: Array of maximum madgraph values - :param ratio: Array of madgraph/pythia ratios - :return: Ratio errorbars + :param data: Array of frequencies + :param bins: Array of bins + :return: New data and bins (with double bin width) ''' - mg_sigma = (maxes - mins) / 2 - mids = mins + mg_sigma - relative_uncertainty = mg_sigma/mids - try: - ratio_error = relative_uncertainty * ratio - except ValueError: - #Fix shape difference by reducing larger array - length_difference = abs(len(relative_uncertainty) - len(ratio)) - if len(relative_uncertainty) < len(ratio): - ratio = ratio[:-length_difference] - else: - relative_uncertainty = relative_uncertainty[:-length_difference] - ratio_error = relative_uncertainty * ratio + bin_difference = 2*(bins[1]-bins[0]) + new_data = [] + new_bins = [] + i = 0 + while i <= len(bins): + try: + new_data.append(data[i] + data[i+1]) + new_bins.append((i/2) * bin_difference) + i+=2 + except IndexError: + break + + return np.array(new_data), np.array(new_bins) + - return ratio_error masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV" pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\PYgluino_50gev-bin_M-" +#for i in range(len(masses)): +# all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\weighted_pT_{}GeV.png".format(masses[i])) + for i in range(len(masses)): mgpath = mg_rootpath_base + "{}.root".format(masses[i]) pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) - errorbar_ratioplot(masses[i], mgpath, pythiapath) \ No newline at end of file + errorbar_ratioplot(masses[i], mgpath, pythiapath, True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_doublewidth{}GeV.png".format(masses[i])) \ No newline at end of file diff --git a/histograms/MG_pythia_ratio_M-1000.png b/histograms/MG_pythia_ratio_M-1000.png deleted file mode 100644 index 6aa3dd2b5a46deeb90a286e0a252387ab56bae2d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 22086 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zaZWqY=$(57<1bD&7yFBCkCQ*y>m6AOtsis-22vNGL;@|qe-&!YU9Gcy535MzMf-2f zNqAU?2^a+{upIF*&?6)R zVFF1`>IS=NicCqsR+454h=9%9`0k;t!8IOa!Bu4s$rk@vUv!2r;iRI4zH`_2Jak1~ zUbRc+=tmhc%mmHu@Bjx_JqpN%2Ta6tMP+)KVj`5o9+4&-Op@b*)ChtN0RWGC5I{;Xwfy-EFNwl=3vh$ z8zFQqU5Je(O%Kw0?j=-eU$j+#J{7W;ZE~9q=n}_+38Q=ZKA!4w0XA2~O)%Q-^o<)9 z!Bxde5w)_EuD2v?q+g}L6=juy@vZPjNHNM_4AtOPQA@VMv^**RLaPGv;pyJYyM(5! zgN_=53QORSQr%eUE+{y)2*W#~1L@+Ss`w&=(s>7bNBPRcxb5eBaxBVzfViAUq%alX z3pV$CbHtrHU?gNPOonh0a4%&TsTDd1P5A9S8j?r)N-sK~84?{Ft8+=P#x$`xhQ*Vc lg#d;BexmRH1ULNFm{3|R-F&|MEoK^1db$QW*; Date: Mon, 30 Oct 2023 14:56:26 -0400 Subject: [PATCH 30/90] Updated ratio.py (certainly very broken) --- histograms.py | 2 +- test.py | 8 +++++--- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/histograms.py b/histograms.py index a8851d1..d4aea5a 100644 --- a/histograms.py +++ b/histograms.py @@ -148,4 +148,4 @@ def double_bin_width(data, bins): for i in range(len(masses)): mgpath = mg_rootpath_base + "{}.root".format(masses[i]) pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) - errorbar_ratioplot(masses[i], mgpath, pythiapath, True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_doublewidth{}GeV.png".format(masses[i])) \ No newline at end of file + errorbar_ratioplot(masses[i], mgpath, pythiapath) \ No newline at end of file diff --git a/test.py b/test.py index 447f2d0..c1f6943 100644 --- a/test.py +++ b/test.py @@ -1,4 +1,6 @@ -f = 1.5 +test = {} -if type(f) != int: - print('yes') \ No newline at end of file +for i in range(3): + test[i] = 4/3 + +print(test[0]) \ No newline at end of file From c0fff99c7aac9bfc3ef240eef8d47c2f8fa1bbb8 Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Mon, 30 Oct 2023 14:57:51 -0400 Subject: [PATCH 31/90] edited version of Lacey's ratio.py --- ratio.py | 207 +++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 207 insertions(+) create mode 100644 ratio.py diff --git a/ratio.py b/ratio.py new file mode 100644 index 0000000..7d335fe --- /dev/null +++ b/ratio.py @@ -0,0 +1,207 @@ +# Plotting the ratio of two different user-provided histograms +# Intending to compare Pythia and MadGraph samples of the di-gluino system from truth.py + +from ROOT import * +from FWCore.ParameterSet.VarParsing import VarParsing +import numpy as np + +#gROOT.SetBatch(True) # Stops showing the canvases every time you run (quicker) + +def inputHistRebin(inputHist): + inputHistX = inputHist.Clone("inputHistX") + inputHistX.Rebin(2) + return inputHistX + +def ratioPlotConvert(pythiaHist, MGHist): + ratioPlot = TRatioPlot(pythiaHist, MGHist) + ratioPlot.Draw() # PROBLEM CHILD AREA + ratioTempGraph = ratioPlot.GetLowerRefGraph() + #ratioTempGraph.SetDirectory(0) + #ratioTempGraph = ratioPlot.GetCalculationOutputGraph() + print ("hello0",type (ratioTempGraph)) + return TGraphAsymmErrors(ratioTempGraph) + +def ratioHistFill(ratioTempGraph, ratioHist, xmin, xmax): + print type (ratioTempGraph) + numPoints = ratioTempGraph.GetN() + print("numPoints in Object: ") + print(numPoints) + for i in range (xmin, xmax): + x , y = Double(), Double() + ratioTempGraph.GetPoint(i, x, y) + ey = ratioTempGraph.GetErrorY(i) + ratioHist.SetBinContent(ratioHist.FindBin(x), y) + ratioHist.SetBinError(ratioHist.FindBin(x), ey) + + +def plotAllMG(mghistdict, mass, savefig): + ''' + :param mghistdict: Dictionary of the mg histograms + :param mass: Target mass of the gluino in GeV + :param savefig: File path to save the histogram + :return: Histogram of all weighted normalized mg gluglu pT + ''' + stackedplot = THStack("hs", "") + stackedplot.GetXaxis().SetLimits(0., 3000.) + stackedplot.SetTitle("All Weighted MG gluglu pT Histograms, Gluino Target Mass = {} GeV".format(mass)) + for i in range(len(mghistdict)): + mghistdict[i].SetLineColor(kBlue) + stackedplot.add(mghistdict[i]) + stackedplot.SetLogy() + stackedplot.Draw() + stackedplot.Write(savefig) + + +def MinMax(mghistdict): + ''' + :param mghistdict: Dictionary of the mg histograms + :return: Min and max histograms + ''' + n=56 + mins = np.repeat(100000.0, n) + maxes = np.zeros(n) + #Iterate through histogram values assuming they are lists (small chance this works) + for i in range(len(mghistdict)): + hist = mghistdict[i][0] + for value in hist: + if value < mins[i]: + mins[i] = value + if value > maxes[i]: + maxes[i] = value + hmin = TH1F("mins", "Weighted minimums gluglu pT", n, 0, 2800) + hmax = TH1F("maxes", "Weighted maximums gluglu pT", n, 0, 2800) + hmin.Fill(mins) + hmax.Fill(maxes) + + return hmin, hmax + + +# Grabbing user-provided file names and mass +options = VarParsing ('python') +options.register ('mass','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "mass") +options.register ('pythiaFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "pythiaFilename") +options.register ('MGFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "MGFilename") +options.register ('outputFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "outputFilename") + + +# Sorting user arguments +options.parseArguments() +mass = options.mass +pythiaFilename = options.pythiaFilename +MGFilename = options.MGFilename +outputFilename = options.outputFilename + + +# Opening and creating appropriate files +pythiaFile = TFile.Open(pythiaFilename) +MGFile = TFile.Open(MGFilename) +outputFile = TFile(outputFilename + ".root", 'RECREATE') + + +# Setting up the ROOT canvas & hist permissions +# Grabbing, normalizing, and recreating truth.py histograms +TH1.AddDirectory(kFALSE) +canvas1 = TCanvas("canvas1") +canvas1.cd() + +pythiaHist = pythiaFile.Get("di-glu pT;1") +#Open all mghists +MGHist = {} +for i in range(44): + MGHist[i] = MGFile.Get("pTsum {};1".format(i+1)) + +pythiaHist.Scale(1./pythiaHist.Integral()) +for i in range(len(MGHist)): + MGHist[i] = MGHist[i].Scale(1./MGHist[i].Integral()) + +#Plot all mghistograms +plotAllMG(MGHist, mass, savefig="output-files/allMG-M={}.root".format(mass)) + +# pythiaHist.SetDirectory(0) +# MGHist.SetDirectory(0) + +''''' +pythiaHist.SetLineColor(kRed) +MGHist.SetLineColor(kBlue) +pythiaHist.Draw("hist") +MGHist.Draw("hist") +pythiaHist.GetXaxis().SetLimits(0.,3000.) +MGHist.GetXaxis().SetLimits(0.,3000.) +pythiaHist.SetTitle("") + +# Rebinning both input histograms +pythiaHist2 = inputHistRebin(pythiaHist) +pythiaHist3 = inputHistRebin(pythiaHist2) +MGHist2 = inputHistRebin(MGHist) +MGHist3 = inputHistRebin(MGHist2) + + +# Converting TRatioPlot to TH1F Hist Step 1 +ratioTempGraph = ratioPlotConvert(pythiaHist, MGHist) +print ("hello1",type (ratioTempGraph)) +ratioTempGraph2 = ratioPlotConvert(pythiaHist2, MGHist2) +ratioTempGraph3 = ratioPlotConvert(pythiaHist3, MGHist3) + + +# Creating Final TRatioPlot +ratioPlot = TRatioPlot(pythiaHist, MGHist) +#ratioPlot.SetH2DrawOpt("hist") #noconfint +ratioPlot.Draw() +ratioPlot.GetLowerRefYaxis().SetRangeUser(-0.1,2.1) +ratioPlot.GetLowerRefYaxis().SetTitle("ratio") +ratioPlot.GetUpperRefYaxis().SetTitle("hists") + + +# Creating and Filling ratio histogram +ratioHist = pythiaHist.Clone("ratioHist") +ratioHist.Reset() +ratioHist.SetLineColor(kBlue+1) +ratioHist.GetYaxis().SetTitle("ratio") + +ratioHistFill(ratioTempGraph, ratioHist, 0, 200) +ratioHistFill(ratioTempGraph2, ratioHist, 200, 600) +ratioHistFill(ratioTempGraph3, ratioHist, 600, 3000) + + +# Plotting ratio histogram +canvas2 = TCanvas("canvas2") +canvas2.cd(0) +ratioHist.GetYaxis().SetRangeUser(-0.1,2.1) +ratioHist.SetTitle("") +ratioHist.SetLineColor(kBlue+1) +ratioHist.GetXaxis().SetTitle('P_{T} [GeV]') +#xbins = ratioHist.GetNbinsX() + + +ratioHist.Draw("hist") +ratioHist.GetXaxis().SetTitle('P_{T} [GeV]') + + +#Adding legends +#ratioPlot.GetUpperPad().cd() +canvas1.cd() +legend1 = TLegend(0.3,0.7,0.7,0.9) +a = legend1.SetHeader("Mass = " + mass + " GeV", "C") +b = legend1.AddEntry(pythiaHist,"pythiaHist") +c = legend1.AddEntry(MGHist,"MGHist") +b.SetTextColor(kRed) +c.SetTextColor(kBlue) +legend1.Draw() + +canvas2.cd() +legend2 = TLegend(0.3,0.84,0.7,0.9) +d = legend2.SetHeader("Mass = " + mass + " GeV", "C") +legend2.Draw() + +# SOMETHING IN LEGENDS OR PDFS SOMETIMES CAUSING SEGFAULT ISSUES + +# Closing and saving 2 pdfs (one for each canvas) +# Saving one root file (for pythiaHist, MGHist, and ratioHist) +# canvas1.SaveAs(outputFilename + "_1.pdf") +# canvas2.SaveAs(outputFilename + "_2.pdf") +pythiaHist.Write("pythiaHist") +MGHist.Write("MGHist") +ratioHist.Write("ratioHist") +outputFile.Write() +outputFile.Close() +''''' \ No newline at end of file From fd9540c42bf23b168ebc7308f2fce48948d5f329 Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 31 Oct 2023 14:44:34 -0400 Subject: [PATCH 32/90] Added new histograms, updated histograms.py to add some new features --- histograms.py | 144 ++++++++++++++++-- histograms/MG_Pythia_ratio_1000GeV.png | Bin 20306 -> 19576 bytes histograms/MG_Pythia_ratio_1400GeV.png | Bin 22633 -> 20326 bytes histograms/MG_Pythia_ratio_1600GeV.png | Bin 20729 -> 20807 bytes histograms/MG_Pythia_ratio_1800GeV.png | Bin 20916 -> 20923 bytes histograms/MG_Pythia_ratio_2000GeV.png | Bin 20257 -> 20383 bytes histograms/MG_Pythia_ratio_2200GeV.png | Bin 20577 -> 21046 bytes histograms/MG_Pythia_ratio_2400GeV.png | Bin 22635 -> 21343 bytes histograms/MG_Pythia_ratio_2600GeV.png | Bin 20246 -> 21356 bytes .../MG_Pythia_ratio_doublewidth1000GeV.png | Bin 18805 -> 0 bytes .../MG_Pythia_ratio_doublewidth1400GeV.png | Bin 20523 -> 0 bytes .../MG_Pythia_ratio_doublewidth1600GeV.png | Bin 21047 -> 0 bytes .../MG_Pythia_ratio_doublewidth1800GeV.png | Bin 19833 -> 0 bytes .../MG_Pythia_ratio_doublewidth2000GeV.png | Bin 23082 -> 0 bytes .../MG_Pythia_ratio_doublewidth2200GeV.png | Bin 18568 -> 0 bytes .../MG_Pythia_ratio_doublewidth2400GeV.png | Bin 21333 -> 0 bytes .../MG_Pythia_ratio_doublewidth2600GeV.png | Bin 19734 -> 0 bytes histograms/weighted_pT_1000GeV.png | Bin 26030 -> 25281 bytes histograms/weighted_pT_1400GeV.png | Bin 26176 -> 25362 bytes histograms/weighted_pT_1600GeV.png | Bin 26177 -> 25473 bytes histograms/weighted_pT_1800GeV.png | Bin 26162 -> 25412 bytes histograms/weighted_pT_2000GeV.png | Bin 26476 -> 25189 bytes histograms/weighted_pT_2200GeV.png | Bin 26890 -> 25700 bytes histograms/weighted_pT_2400GeV.png | Bin 22976 -> 25402 bytes histograms/weighted_pT_2600GeV.png | Bin 22854 -> 25393 bytes test.py | 11 +- 26 files changed, 138 insertions(+), 17 deletions(-) delete mode 100644 histograms/MG_Pythia_ratio_doublewidth1000GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth1400GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth1600GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth1800GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth2000GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth2200GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth2400GeV.png delete mode 100644 histograms/MG_Pythia_ratio_doublewidth2600GeV.png diff --git a/histograms.py b/histograms.py index d4aea5a..00594da 100644 --- a/histograms.py +++ b/histograms.py @@ -4,10 +4,11 @@ import sys -def all_histograms(mass, mgpath, savefig=None): +def all_histograms(mass, mgpath, log=False, savefig=None): ''' :param mass: Mass of the root file :param mgpath: Path to the root file + :param log: If True, makes the y axis log scale :param savefig: Path to save the histogram :return: All normalized weighted pT histograms on one plot ''' @@ -18,11 +19,18 @@ def all_histograms(mass, mgpath, savefig=None): if key == 'pTsum 0;1': continue arr = root[key].to_numpy() - normalized_frequency = arr[0]/sum(arr[0]) + normalized_frequency = arr[0]/(sum(arr[0])*50) plt.plot(arr[1][:-1], normalized_frequency, color='dodgerblue') plt.suptitle('Weighted pT, Gluino Target Mass = {} GeV'.format(mass)) - plt.ylabel('Normalized Frequency') plt.xlabel('gluglu pT (GeV)') + plt.xlim(0, 2800) + if log: + plt.yscale('log') + plt.ylabel('Normalized Frequency (log)') + plt.ylim(0.0000001, 0.01) + else: + plt.ylabel('Normalized Frequency') + plt.ylim(0,0.01) if savefig != None: plt.savefig(savefig) else: @@ -35,7 +43,7 @@ def errorbar_ratioplot(mass, mgpath, pythiapath, double_bin_wth=False, savefig=N :param pythiapath: Path to the pythia root file :param double_bin_wth: If True, doubles the width of the bins :param savefig: Filepath to save the histogram, does not save by default - :return: gluglu pT Errorbar ratio plot + :return: Minus Errorbars, Plus Errorbars ''' plt.clf() #Clear existing plots with uproot.open(mgpath) as root: @@ -51,7 +59,11 @@ def errorbar_ratioplot(mass, mgpath, pythiapath, double_bin_wth=False, savefig=N continue #Get the madgraph errorbars arr = root[key].to_numpy() - normalized_frequency = arr[0]/sum(arr[0]) + bin_width = 2800/n + normalized_frequency = arr[0]/(sum(arr[0])*bin_width) + + if key == 'pTsum 1;1': #Save this for use in the errorbar plot + zeroth = normalized_frequency #Double the bin widths if necessary if double_bin_wth: @@ -70,23 +82,96 @@ def errorbar_ratioplot(mass, mgpath, pythiapath, double_bin_wth=False, savefig=N #Get the min/max ratios minratio, bins = get_ratio(mins, mgbins, pythiapath, double_bin_wth) maxratio, _ = get_ratio(maxes, mgbins, pythiapath, double_bin_wth) - diff = (maxratio-minratio)/2 - midratio = diff + minratio + zeroth_ratio, _ = get_ratio(zeroth, mgbins, pythiapath, double_bin_wth) + upper_errorbar = maxratio - zeroth_ratio + lower_errorbar = zeroth_ratio - minratio #Create the plot try: - plt.errorbar(bins, midratio, diff, ls='none', capsize=capsize, color='dodgerblue') + plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), fmt='+', capsize=capsize, color='dodgerblue') except ValueError: bins = bins[:-1] - plt.errorbar(bins, midratio, diff, ls='none', capsize=capsize, color='dodgerblue') + plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), fmt='+', capsize=capsize, color='dodgerblue') plt.suptitle('MG/Pythia, Gluino Target Mass = {} GeV'.format(mass)) plt.xlabel('gluglu pT (GeV)') + plt.xlim(0, 2800) + plt.ylim(0,7) plt.ylabel('MG/Pythia') if savefig!=None: plt.savefig(savefig) else: plt.show() + return lower_errorbar, upper_errorbar, bins + +def errorbar_ratio_stackplot(masses, mgpathes, pythiapathes, double_bin_wth=False, savefig=None): + ''' + :param mass: List of Gluino masses (GeV) + :param mgpath: List of madgraph root paths + :param pythiapath: List of the pythia root paths + :param double_bin_wth: If True, doubles the width of the bins + :param savefig: Filepath to save the histogram, does not save by default + :return: gluglu pT Errorbar ratio stackplot + ''' + for i in range(len(masses)): + with uproot.open(mgpathes[i]) as root: + if double_bin_wth: + n=28 + else: + n=56 + mins = np.repeat(100000.0, n) + maxes = np.zeros(n) + for key in root.keys(): + if 'pTsum' in key: + if key == 'pTsum 0;1': + continue + #Get the madgraph errorbars + arr = root[key].to_numpy() + bin_width = 2800/n + normalized_frequency = arr[0]/(sum(arr[0])*bin_width) + + if key == 'pTsum 1;1': #Save this for use in the errorbar plot + zeroth = normalized_frequency + + #Double the bin widths if necessary + if double_bin_wth: + normalized_frequency, mgbins = double_bin_width(normalized_frequency, arr[1]) + capsize=5 + else: + mgbins = arr[1] + capsize=3 + + for j in range(len(mins)): + if normalized_frequency[j] < mins[j]: + mins[j] = normalized_frequency[j] + if normalized_frequency[j] > maxes[j]: + maxes[j] = normalized_frequency[j] + + #Get the min/max ratios + minratio, bins = get_ratio(mins, mgbins, pythiapathes[i], double_bin_wth) + maxratio, _ = get_ratio(maxes, mgbins, pythiapathes[i], double_bin_wth) + zeroth_ratio, _ = get_ratio(zeroth, mgbins, pythiapathes[i], double_bin_wth) + upper_errorbar = maxratio - zeroth_ratio + lower_errorbar = zeroth_ratio - minratio + + #Create the plot + try: + plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), alpha=0.8, fmt='+', capsize=capsize, label='Glu Mass = {} GeV'.format(masses[i])) + except ValueError: + bins = bins[:-1] + plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), alpha=0.8, fmt='+', capsize=capsize, label='Glu Mass = {} GeV'.format(masses[i])) + + plt.suptitle('MG/Pythia Errorbars') + plt.xlabel('gluglu pT (GeV)') + plt.xlim(0, 2800) + plt.ylim(0,7) + plt.ylabel('MG/Pythia') + plt.legend() + if savefig!=None: + plt.savefig(savefig) + else: + plt.show() + def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False): ''' @@ -98,7 +183,10 @@ def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False ''' with uproot.open(pythiaroot) as pyroot: pythia = pyroot['pTsum;1'].to_numpy() - pythia_data = pythia[0]/sum(pythia[0]) + bin_width=50 + if double_bin_wth: + bin_width=100 + pythia_data = pythia[0]/(sum(pythia[0])*bin_width) pybins = pythia[1] if double_bin_wth: @@ -136,6 +224,28 @@ def double_bin_width(data, bins): return np.array(new_data), np.array(new_bins) +def plot_ratio_errors(lower_errorbars, upper_errorbars, bins, mass, savefig=None): + ''' + :param lower_errorbars: Array of lower errorbars + :param upper_errorbars: Array of upper errorbars + :param bins: X axis + :param mass: Target mass of the gluino + :param savefig: Path to save the plot + :return: Plot of errorbars + ''' + plt.clf() #Clear existing plots + plt.scatter(bins, upper_errorbars, label='Upper error bar', marker='.') + plt.scatter(bins, lower_errorbars, label='Lower error bar', marker='.') + plt.suptitle('Upper and Lower MG/Pythia error bars, gluino target mass = {} GeV'.format(mass)) + plt.ylabel('Magnitude of error bar') + plt.xlabel('gluglu pT (GeV)') + plt.xlim(0,2800) + plt.ylim(0,2) + plt.legend() + if savefig != None: + plt.savefig(savefig) + else: + plt.show() masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] @@ -143,9 +253,19 @@ def double_bin_width(data, bins): pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\PYgluino_50gev-bin_M-" #for i in range(len(masses)): -# all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\weighted_pT_{}GeV.png".format(masses[i])) +# all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\log_weighted_pT_{}GeV.png".format(masses[i])) for i in range(len(masses)): + savefig = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_{}GeV.png".format(masses[i]) + save_errors = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_errors{}GeV.png".format(masses[i]) mgpath = mg_rootpath_base + "{}.root".format(masses[i]) pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) - errorbar_ratioplot(masses[i], mgpath, pythiapath) \ No newline at end of file + lower_errorbar, upper_errorbar, bins = errorbar_ratioplot(masses[i], mgpath, pythiapath, savefig=savefig) + plot_ratio_errors(lower_errorbar, upper_errorbar, bins, masses[i], savefig=save_errors) + +#mgpathes = [] +#pythiapathes = [] +#for i in range(len(masses)): +# mgpathes.append(mg_rootpath_base + "{}.root".format(masses[i])) +# pythiapathes.append(pythia_rootpath_base + "{}.root".format(masses[i])) +#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) \ No newline at end of file diff --git a/histograms/MG_Pythia_ratio_1000GeV.png b/histograms/MG_Pythia_ratio_1000GeV.png index 8cb3f4726027fe769b6314dd51f63bd2856a3d18..b1d0a9ce35ecc89deb4d857018e2654c2b1c8397 100644 GIT binary patch literal 19576 zcmeIaXIz%qw-Aun%uo^$rud+oK>e(x(Q%B)|ra}7mN>t#=! zRHZ0dcZ#CAa@F(wpsx=Z%t zF?IWpp*A~vb&bW6(MmS&)f+eK9KU&+dM+z-)Wdr9?LDjhI(406&$IK#=zYWKR5oq8 z)|P&@i9tJ#t7bVp%@$=2+M9w>avM*22i;btW$T%i5n6U)U*skJ*69IwlYB@!{+)lfjqTJta 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histograms/log_weighted_pT_1000GeV.png | Bin 0 -> 29339 bytes histograms/log_weighted_pT_1400GeV.png | Bin 0 -> 30535 bytes histograms/log_weighted_pT_1600GeV.png | Bin 0 -> 31330 bytes histograms/log_weighted_pT_1800GeV.png | Bin 0 -> 30917 bytes histograms/log_weighted_pT_2000GeV.png | Bin 0 -> 30219 bytes histograms/log_weighted_pT_2200GeV.png | Bin 0 -> 30630 bytes histograms/log_weighted_pT_2400GeV.png | Bin 0 -> 30360 bytes histograms/log_weighted_pT_2600GeV.png | Bin 0 -> 30501 bytes ratio.py | 207 +++++++++++++++++++ 18 files changed, 207 insertions(+) create mode 100644 histograms/MG_Pythia_ratio_allmasses.png create mode 100644 histograms/MG_Pythia_ratio_errors1000GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors1400GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors1600GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors1800GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors2000GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors2200GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors2400GeV.png create mode 100644 histograms/MG_Pythia_ratio_errors2600GeV.png create mode 100644 histograms/log_weighted_pT_1000GeV.png create mode 100644 histograms/log_weighted_pT_1400GeV.png create mode 100644 histograms/log_weighted_pT_1600GeV.png create mode 100644 histograms/log_weighted_pT_1800GeV.png create mode 100644 histograms/log_weighted_pT_2000GeV.png create mode 100644 histograms/log_weighted_pT_2200GeV.png create mode 100644 histograms/log_weighted_pT_2400GeV.png create mode 100644 histograms/log_weighted_pT_2600GeV.png create mode 100644 ratio.py diff --git a/histograms/MG_Pythia_ratio_allmasses.png b/histograms/MG_Pythia_ratio_allmasses.png new file mode 100644 index 0000000000000000000000000000000000000000..3472e99a08d16481b8ddfa8161cd351cae3f4b7b GIT binary patch literal 90603 zcmeFa2Rzqp-#7k~N<(QQMN3MyGO{`w8kCYkR(3`9NM?(OBr>upB*{(){gjYhB%89z 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z34@{k4IT1cwi%-9iYMB+p(%(O7U+3|Tk9-u)StC%vM@4<-4~}Be-LI!E(F4>h7ft2 z>&OO}v;-sjW~dMluoJEe+|q)NbrAcE8}zY(sP}_UaKL43GYLHydiMeNB~W~9fyjY{ zGSrk>LtraN1d#3otUQuk*rsWUW&RN%TXSsq|L!|o~kbgP*e%2B%Jp%UKzE+>llTg&zV+s)zJ6ZhQ7Ptu{ zp>1>q!A*MmDh`J|^JvfsJSH4iW>DKm+J1?}vADy1`ZxuV?2YxS1*}i&czBNC@^sOU z4B<%4f%#KZBR2au^CjYDeoh%PMD>Tnz0gZ;M(0< maxes[i]: + maxes[i] = value + hmin = TH1F("mins", "Weighted minimums gluglu pT", n, 0, 2800) + hmax = TH1F("maxes", "Weighted maximums gluglu pT", n, 0, 2800) + hmin.Fill(mins) + hmax.Fill(maxes) + + return hmin, hmax + + +# Grabbing user-provided file names and mass +options = VarParsing ('python') +options.register ('mass','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "mass") +options.register ('pythiaFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "pythiaFilename") +options.register ('MGFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "MGFilename") +options.register ('outputFilename','',VarParsing.multiplicity.singleton, VarParsing.varType.string, "outputFilename") + + +# Sorting user arguments +options.parseArguments() +mass = options.mass +pythiaFilename = options.pythiaFilename +MGFilename = options.MGFilename +outputFilename = options.outputFilename + + +# Opening and creating appropriate files +pythiaFile = TFile.Open(pythiaFilename) +MGFile = TFile.Open(MGFilename) +outputFile = TFile(outputFilename + ".root", 'RECREATE') + + +# Setting up the ROOT canvas & hist permissions +# Grabbing, normalizing, and recreating truth.py histograms +TH1.AddDirectory(kFALSE) +canvas1 = TCanvas("canvas1") +canvas1.cd() + +pythiaHist = pythiaFile.Get("di-glu pT;1") +#Open all mghists +MGHist = {} +for i in range(44): + MGHist[i] = MGFile.Get("pTsum {};1".format(i+1)) + +pythiaHist.Scale(1./pythiaHist.Integral()) +for i in range(len(MGHist)): + MGHist[i] = MGHist[i].Scale(1./MGHist[i].Integral()) + +#Plot all mghistograms +plotAllMG(MGHist, mass, savefig="output-files/allMG-M={}.root".format(mass)) + +# pythiaHist.SetDirectory(0) +# MGHist.SetDirectory(0) + +''''' +pythiaHist.SetLineColor(kRed) +MGHist.SetLineColor(kBlue) +pythiaHist.Draw("hist") +MGHist.Draw("hist") +pythiaHist.GetXaxis().SetLimits(0.,3000.) +MGHist.GetXaxis().SetLimits(0.,3000.) +pythiaHist.SetTitle("") + +# Rebinning both input histograms +pythiaHist2 = inputHistRebin(pythiaHist) +pythiaHist3 = inputHistRebin(pythiaHist2) +MGHist2 = inputHistRebin(MGHist) +MGHist3 = inputHistRebin(MGHist2) + + +# Converting TRatioPlot to TH1F Hist Step 1 +ratioTempGraph = ratioPlotConvert(pythiaHist, MGHist) +print ("hello1",type (ratioTempGraph)) +ratioTempGraph2 = ratioPlotConvert(pythiaHist2, MGHist2) +ratioTempGraph3 = ratioPlotConvert(pythiaHist3, MGHist3) + + +# Creating Final TRatioPlot +ratioPlot = TRatioPlot(pythiaHist, MGHist) +#ratioPlot.SetH2DrawOpt("hist") #noconfint +ratioPlot.Draw() +ratioPlot.GetLowerRefYaxis().SetRangeUser(-0.1,2.1) +ratioPlot.GetLowerRefYaxis().SetTitle("ratio") +ratioPlot.GetUpperRefYaxis().SetTitle("hists") + + +# Creating and Filling ratio histogram +ratioHist = pythiaHist.Clone("ratioHist") +ratioHist.Reset() +ratioHist.SetLineColor(kBlue+1) +ratioHist.GetYaxis().SetTitle("ratio") + +ratioHistFill(ratioTempGraph, ratioHist, 0, 200) +ratioHistFill(ratioTempGraph2, ratioHist, 200, 600) +ratioHistFill(ratioTempGraph3, ratioHist, 600, 3000) + + +# Plotting ratio histogram +canvas2 = TCanvas("canvas2") +canvas2.cd(0) +ratioHist.GetYaxis().SetRangeUser(-0.1,2.1) +ratioHist.SetTitle("") +ratioHist.SetLineColor(kBlue+1) +ratioHist.GetXaxis().SetTitle('P_{T} [GeV]') +#xbins = ratioHist.GetNbinsX() + + +ratioHist.Draw("hist") +ratioHist.GetXaxis().SetTitle('P_{T} [GeV]') + + +#Adding legends +#ratioPlot.GetUpperPad().cd() +canvas1.cd() +legend1 = TLegend(0.3,0.7,0.7,0.9) +a = legend1.SetHeader("Mass = " + mass + " GeV", "C") +b = legend1.AddEntry(pythiaHist,"pythiaHist") +c = legend1.AddEntry(MGHist,"MGHist") +b.SetTextColor(kRed) +c.SetTextColor(kBlue) +legend1.Draw() + +canvas2.cd() +legend2 = TLegend(0.3,0.84,0.7,0.9) +d = legend2.SetHeader("Mass = " + mass + " GeV", "C") +legend2.Draw() + +# SOMETHING IN LEGENDS OR PDFS SOMETIMES CAUSING SEGFAULT ISSUES + +# Closing and saving 2 pdfs (one for each canvas) +# Saving one root file (for pythiaHist, MGHist, and ratioHist) +# canvas1.SaveAs(outputFilename + "_1.pdf") +# canvas2.SaveAs(outputFilename + "_2.pdf") +pythiaHist.Write("pythiaHist") +MGHist.Write("MGHist") +ratioHist.Write("ratioHist") +outputFile.Write() +outputFile.Close() +''''' \ No newline at end of file From e3781aa977345ede8d071fcac4d2f2cdba04147f Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 31 Oct 2023 14:46:26 -0400 Subject: [PATCH 34/90] Added new histograms, updated histograms.py to add some new features --- .idea/.name | 1 + .idea/other.xml | 6 ++++++ 2 files changed, 7 insertions(+) create mode 100644 .idea/.name create mode 100644 .idea/other.xml diff --git a/.idea/.name b/.idea/.name new file mode 100644 index 0000000..3800a5a --- /dev/null +++ b/.idea/.name @@ -0,0 +1 @@ +_pyroot_old.py \ No newline at end of file diff --git a/.idea/other.xml b/.idea/other.xml new file mode 100644 index 0000000..58daadc --- /dev/null +++ b/.idea/other.xml @@ -0,0 +1,6 @@ + + + + + \ No newline at end of file From c5a5135e76bfcca04a438637f6e67b6db61bba87 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Wed, 1 Nov 2023 13:26:39 -0400 Subject: [PATCH 35/90] change --- truth.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/truth.py b/truth.py index c47606d..8250128 100644 --- a/truth.py +++ b/truth.py @@ -65,18 +65,20 @@ # create handle outside of loop handles = {} handles[genparticleLabel] = Handle("std::vector") -handles[eventinfoLabel] = Handle("GenEventInfoProduct") +#handles[eventinfoLabel] = Handle("GenEventInfoProduct") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag # Create a dictionary containing the ROOT histogram information for h_gluglu_pT for different weights -n_weights = 45 +'''n_weights = 45 h_gluglu_pT_dict = {} for i in range(n_weights): h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}'.format(i),'Transverse Momentum of Di-gluino system',int(2800/50),0,2800) h_gluglu_pT_dict[i].GetXaxis().SetTitle('P_{T} [GeV]') h_gluglu_pT_dict[i].Sumw2() +''' +h_gluglu_pT_dict = ROOT.TH1F('pTsum', 'Transverse Momentum of Di-gluino system',int(2800/50),0,2800) # Create histograms, etc. ROOT.gROOT.SetBatch() # don't pop up canvases @@ -148,8 +150,8 @@ if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - for i, weight, in enumerate(eventinfo.weights()): - h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weight) + #for i, weight, in enumerate(eventinfo.weights()): + h_gluglu_pT_dict.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) # print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) From ab826a074dfe3c5f8e21758195e9b2b0d32b2fcd Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Fri, 3 Nov 2023 19:11:22 -0400 Subject: [PATCH 36/90] removed discontinued root file --- input-files/PYgluino2018_M-1000.list | 1 - 1 file changed, 1 deletion(-) diff --git a/input-files/PYgluino2018_M-1000.list b/input-files/PYgluino2018_M-1000.list index e4f3566..ee8a47c 100644 --- a/input-files/PYgluino2018_M-1000.list +++ b/input-files/PYgluino2018_M-1000.list @@ -3,7 +3,6 @@ root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_Tun root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/D96D5329-4DEC-E942-95C6-685617A89A79.root root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/ABE8792B-5E5A-D34E-A353-DB312A0BB48B.root root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/5F4E3689-9C51-EC4E-A987-393D45BC71F6.root -root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/248FB6DB-DC9B-2F4A-835D-03C9EF4B83DC.root root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/84AB3716-BF91-1349-B47F-6E26BDC752C2.root root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/85D6B8A4-348F-A640-BED3-DFAB3E92C352.root root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18RECO/HSCPgluino_M-1000_TuneCP5_13TeV-pythia8/AODSIM/106X_upgrade2018_realistic_v11_L1v1-v2/80000/85301150-37F8-B14E-90D7-723A4BACAB42.root From 58b38ec6c3d196efed828767154f15d688422134 Mon Sep 17 00:00:00 2001 From: ctdax Date: Fri, 3 Nov 2023 19:15:51 -0400 Subject: [PATCH 37/90] Added new histograms, updated histograms.py to add some new features --- histograms.py | 21 ++++++++++++++------- truth.py | 4 ++-- 2 files changed, 16 insertions(+), 9 deletions(-) diff --git a/histograms.py b/histograms.py index 00594da..898e636 100644 --- a/histograms.py +++ b/histograms.py @@ -251,18 +251,25 @@ def plot_ratio_errors(lower_errorbars, upper_errorbars, bins, mass, savefig=None masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV" pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\PYgluino_50gev-bin_M-" +pythia_rootpath_base_v2 = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\ratioPlot_GG_M-" +with uproot.open(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV1000.root") as root: + a = root['pTsum 1;1'].to_numpy() + print(sum(a[0])) +### Plot all of the madgraph histograms ### #for i in range(len(masses)): # all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\log_weighted_pT_{}GeV.png".format(masses[i])) -for i in range(len(masses)): - savefig = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_{}GeV.png".format(masses[i]) - save_errors = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_errors{}GeV.png".format(masses[i]) - mgpath = mg_rootpath_base + "{}.root".format(masses[i]) - pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) - lower_errorbar, upper_errorbar, bins = errorbar_ratioplot(masses[i], mgpath, pythiapath, savefig=savefig) - plot_ratio_errors(lower_errorbar, upper_errorbar, bins, masses[i], savefig=save_errors) +### Plot the ratio plots ### +#for i in range(len(masses)): +# savefig = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_{}GeV.png".format(masses[i]) +# save_errors = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_errors{}GeV.png".format(masses[i]) +# mgpath = mg_rootpath_base + "{}.root".format(masses[i]) +# pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) +# lower_errorbar, upper_errorbar, bins = errorbar_ratioplot(masses[i], mgpath, pythiapath, savefig=savefig) +# plot_ratio_errors(lower_errorbar, upper_errorbar, bins, masses[i], savefig=save_errors) +### Plot the plus minus ratio errors ### #mgpathes = [] #pythiapathes = [] #for i in range(len(masses)): diff --git a/truth.py b/truth.py index 8250128..301b887 100644 --- a/truth.py +++ b/truth.py @@ -124,11 +124,11 @@ doPrint = False # use getByLabel, just like in cmsRun event.getByLabel (genparticleLabel, handles[genparticleLabel]) - event.getByLabel(eventinfoLabel, handles[eventinfoLabel]) + #event.getByLabel(eventinfoLabel, handles[eventinfoLabel]) # get the product genparticles = handles[genparticleLabel].product() - eventinfo = handles[eventinfoLabel].product() + #eventinfo = handles[eventinfoLabel].product() if doPrint: print ("------------------Event", ievent) From f965f9e74fae0d57a11dee518643af2fc9f442e4 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sun, 5 Nov 2023 19:17:32 -0500 Subject: [PATCH 38/90] Updated histograms.py to include a rebinning ROOT feature --- histograms.py | 44 +++++++++++++++++--- output-files/PYgluino_50gev-bin_M-1000.root | Bin 8990 -> 0 bytes output-files/PYgluino_50gev-bin_M-1400.root | Bin 9022 -> 0 bytes output-files/PYgluino_50gev-bin_M-1600.root | Bin 9009 -> 0 bytes output-files/PYgluino_50gev-bin_M-1800.root | Bin 9020 -> 0 bytes output-files/PYgluino_50gev-bin_M-2000.root | Bin 9006 -> 0 bytes output-files/PYgluino_50gev-bin_M-2200.root | Bin 8997 -> 0 bytes output-files/PYgluino_50gev-bin_M-2400.root | Bin 9010 -> 0 bytes output-files/PYgluino_50gev-bin_M-2600.root | Bin 8960 -> 0 bytes output-files/PYgluino_M-1000.root | Bin 8985 -> 0 bytes output-files/PYgluino_M-1400.root | Bin 8971 -> 0 bytes output-files/PYgluino_M-1600.root | Bin 8943 -> 0 bytes output-files/PYgluino_M-1800.root | Bin 8931 -> 0 bytes output-files/PYgluino_M-2000.root | Bin 8910 -> 0 bytes output-files/PYgluino_M-2200.root | Bin 8885 -> 0 bytes output-files/PYgluino_M-2400.root | Bin 8893 -> 0 bytes output-files/PYgluino_M-2600.root | Bin 8825 -> 0 bytes ratio.py | 4 +- runtruth.sh | 20 +++++++-- test.py | 7 ---- 20 files changed, 55 insertions(+), 20 deletions(-) delete mode 100644 output-files/PYgluino_50gev-bin_M-1000.root delete mode 100644 output-files/PYgluino_50gev-bin_M-1400.root delete mode 100644 output-files/PYgluino_50gev-bin_M-1600.root delete mode 100644 output-files/PYgluino_50gev-bin_M-1800.root delete mode 100644 output-files/PYgluino_50gev-bin_M-2000.root delete mode 100644 output-files/PYgluino_50gev-bin_M-2200.root delete mode 100644 output-files/PYgluino_50gev-bin_M-2400.root delete mode 100644 output-files/PYgluino_50gev-bin_M-2600.root delete mode 100644 output-files/PYgluino_M-1000.root delete mode 100644 output-files/PYgluino_M-1400.root delete mode 100644 output-files/PYgluino_M-1600.root delete mode 100644 output-files/PYgluino_M-1800.root delete mode 100644 output-files/PYgluino_M-2000.root delete mode 100644 output-files/PYgluino_M-2200.root delete mode 100644 output-files/PYgluino_M-2400.root delete mode 100644 output-files/PYgluino_M-2600.root diff --git a/histograms.py b/histograms.py index 898e636..bd130c6 100644 --- a/histograms.py +++ b/histograms.py @@ -248,14 +248,21 @@ def plot_ratio_errors(lower_errorbars, upper_errorbars, bins, mass, savefig=None plt.show() +def rebin(histogram, new_bins): #Note this function requires ROOT + ''' + :param histogram: Input TH1F histogram you would like to rebin + :param new_bins: New bins to transform the histogram into + :return: Returns new TH1F histogram with transformed bins + ''' + newHist = histogram.Clone("newHistogram") + newHist.Rebin(len(new_bins), "newHistogram", new_bins) + + return newHist + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV" -pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\PYgluino_50gev-bin_M-" -pythia_rootpath_base_v2 = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\ratioPlot_GG_M-" +pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\pythia-M-" -with uproot.open(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV1000.root") as root: - a = root['pTsum 1;1'].to_numpy() - print(sum(a[0])) ### Plot all of the madgraph histograms ### #for i in range(len(masses)): # all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\log_weighted_pT_{}GeV.png".format(masses[i])) @@ -275,4 +282,29 @@ def plot_ratio_errors(lower_errorbars, upper_errorbars, bins, mass, savefig=None #for i in range(len(masses)): # mgpathes.append(mg_rootpath_base + "{}.root".format(masses[i])) # pythiapathes.append(pythia_rootpath_base + "{}.root".format(masses[i])) -#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) \ No newline at end of file +#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) + +### Rebin histograms (ROOT only) ### +for i in range(len(masses)): + #Open the ROOT files and get the histograms + mgpath = mg_rootpath_base + "{}.root".format(masses[i]) + pypath = pythia_rootpath_base + "{}.root".format(masses[i]) + pyfile = TFile.Open(pypath) + mgfile = TFile.Open(mgpath) + mghist = mgfile.Get("pTsum 0;1") + pythiahist = pyfile.Get("pTsum;1") + + #Normalize the histograms + mghist.Scale(1. / mghist.Integral()) + pythiahist.Scale(1. / pythiahist.Integral()) + + #Rebin the histograms + newmghist = rebin(mghist,[0.,50.,200.,2800.]) + newpythiahist = rebin(pythiahist, [0.,50.,200.,2800.]) + + #Write the new histograms + outputFile = TFile("rebinned_MG_and_pythia-M-{}".format(masses[i]) + ".root", 'RECREATE') + newmghist.Write("MGHist") + newpythiahist.Write("PythiaHist") + outputFile.Write() + outputFile.Close() \ No newline at end of file diff --git a/output-files/PYgluino_50gev-bin_M-1000.root b/output-files/PYgluino_50gev-bin_M-1000.root deleted file mode 100644 index cd4a6e09541e32538e2f4519bb72c77340c81d96..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 8990 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zLoqdUlE_|0vv5Rywo0sNNeO`b{ z;AK!@)?O20s)6ApZw|8-YW_36Nr9EXn?xIad)5Qo`H!>SpSM8%2hMsonLUfI_oD>B F{{ka=UY`H} diff --git a/ratio.py b/ratio.py index 7d335fe..b965553 100644 --- a/ratio.py +++ b/ratio.py @@ -120,7 +120,6 @@ def MinMax(mghistdict): # pythiaHist.SetDirectory(0) # MGHist.SetDirectory(0) -''''' pythiaHist.SetLineColor(kRed) MGHist.SetLineColor(kBlue) pythiaHist.Draw("hist") @@ -203,5 +202,4 @@ def MinMax(mghistdict): MGHist.Write("MGHist") ratioHist.Write("ratioHist") outputFile.Write() -outputFile.Close() -''''' \ No newline at end of file +outputFile.Close() \ No newline at end of file diff --git a/runtruth.sh b/runtruth.sh index 4225e53..bdac046 100644 --- a/runtruth.sh +++ b/runtruth.sh @@ -1,9 +1,21 @@ #!/bin/bash #Bash script to run truth.py +#cd /afs/cern.ch/user/c/cthompso/private/CMSSW_10_6_30/src +#cmsenv +#scram b -j +#voms-proxy-init -voms cms +#Inf291501 +pymass=('1800' '2000' '2200' '2400' '2600') +#mgmass=('1000' '1400' '1600' '1800' '2000' '2200' '2400' '2600') -mass=('1400' '1600' '1800' '2000' '2200' '2400' '2600') #Note that 1000 is also a mass to consider but I have already ran over 1000GeV -for str in ${mass[@]}; +for str in ${pymass[@]}; do - echo Running truth.py for targetMass = $str GeV - python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=output-files/gluglu_MGn50_GeV$str.root targetMass=$((str)) isAOD=False printEvery=1000 targetStatus=62 + echo Running truth.py on pythia for targetMass = $str GeV + python truth.py inputFiles_load=input-files/PYgluino2018_M-$str.list outputFilename=output-files/pythia-M-$str.root targetMass=$((str)) isAOD=True printEvery=1000 done + +#for str in ${mgmass[@]}; +#do +# echo Running truth.py on madgraph for targetMass = $str GeV +# python truth.py inputFiles_load=input-files/MGgluino2018.li#st outputFilename=output-files/gluglu_MG_GeV$str.root targetMass=$((str)) isAOD=False printEvery=100000 targetStatus=62 2>&1 | tee ./text-logs/MG$str.txt +#done \ No newline at end of file diff --git a/test.py b/test.py index 6bdfb68..e69de29 100644 --- a/test.py +++ b/test.py @@ -1,7 +0,0 @@ -from matplotlib import pyplot as plt -import numpy as np - -a1 = np.array([0.1,0.4,0.3]) -a2 = np.array([0.5,0.4,0.3]) -plt.errorbar([0,1,2], [1,1,1], yerr=(a1,a2), capsize=5, fmt='o') -plt.show() \ No newline at end of file From a90ba56bae911bb2f9253fd1c2589f5e0263a48c Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Tue, 7 Nov 2023 10:14:09 -0500 Subject: [PATCH 39/90] Add files via upload --- output-files/pythia-M-1000.root | Bin 0 -> 8654 bytes output-files/pythia-M-1400.root | Bin 0 -> 8697 bytes output-files/pythia-M-1600.root | Bin 0 -> 8707 bytes output-files/pythia-M-1800.root | Bin 0 -> 8674 bytes output-files/pythia-M-2000.root | Bin 0 -> 8667 bytes output-files/pythia-M-2200.root | Bin 0 -> 8651 bytes output-files/pythia-M-2400.root | Bin 0 -> 8629 bytes output-files/pythia-M-2600.root | Bin 0 -> 8617 bytes 8 files 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a/.idea/MGP8_ISRStudy_LAdev.iml +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index 3e4cd7c..582a97a 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/histograms.py b/histograms.py index bd130c6..596072d 100644 --- a/histograms.py +++ b/histograms.py @@ -2,7 +2,8 @@ import numpy as np import uproot import sys - +from ROOT import TFile +import array def all_histograms(mass, mgpath, log=False, savefig=None): ''' @@ -255,13 +256,15 @@ def rebin(histogram, new_bins): #Note this function requires ROOT :return: Returns new TH1F histogram with transformed bins ''' newHist = histogram.Clone("newHistogram") - newHist.Rebin(len(new_bins), "newHistogram", new_bins) + double_type_bins = array.array('d', new_bins) #This fixes an error concering the type of the bins + newHist = newHist.Rebin(len(new_bins)-1, "newHistogram", double_type_bins) return newHist + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] -mg_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\gluglu_MGn50_GeV" -pythia_rootpath_base = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\output-files\pythia-M-" +mg_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV" +pythia_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/pythia-M-" ### Plot all of the madgraph histograms ### #for i in range(len(masses)): @@ -285,6 +288,7 @@ def rebin(histogram, new_bins): #Note this function requires ROOT #errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) ### Rebin histograms (ROOT only) ### +new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] for i in range(len(masses)): #Open the ROOT files and get the histograms mgpath = mg_rootpath_base + "{}.root".format(masses[i]) @@ -299,12 +303,12 @@ def rebin(histogram, new_bins): #Note this function requires ROOT pythiahist.Scale(1. / pythiahist.Integral()) #Rebin the histograms - newmghist = rebin(mghist,[0.,50.,200.,2800.]) - newpythiahist = rebin(pythiahist, [0.,50.,200.,2800.]) + newmghist = rebin(mghist, new_bins) + newpythiahist = rebin(pythiahist, new_bins) #Write the new histograms - outputFile = TFile("rebinned_MG_and_pythia-M-{}".format(masses[i]) + ".root", 'RECREATE') - newmghist.Write("MGHist") - newpythiahist.Write("PythiaHist") + outputFile = TFile("output-files/rebinned_MG_and_pythia-M-{}".format(masses[i]) + ".root", 'RECREATE') + newmghist.Write("Madgraph") + newpythiahist.Write("Pythia") outputFile.Write() outputFile.Close() \ No newline at end of file From 088e85f733ad6272a42e7019816f4904d581ac35 Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Tue, 7 Nov 2023 12:30:28 -0500 Subject: [PATCH 41/90] Added rebinned histograms --- output-files/rebinned_MG_and_pythia-M-1000.root | Bin 0 -> 5022 bytes 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histograms/gluglu_MGn50_GeV1800.root | Bin 0 -> 60845 bytes histograms/gluglu_MGn50_GeV2000.root | Bin 0 -> 61654 bytes histograms/gluglu_MGn50_GeV2200.root | Bin 0 -> 62194 bytes histograms/gluglu_MGn50_GeV2400.root | Bin 0 -> 62147 bytes histograms/gluglu_MGn50_GeV2600.root | Bin 0 -> 62103 bytes histograms/rebinned_MG_and_pythia-M-1000.root | Bin 0 -> 4809 bytes histograms/rebinned_MG_and_pythia-M-1400.root | Bin 0 -> 4815 bytes histograms/rebinned_MG_and_pythia-M-1600.root | Bin 0 -> 4826 bytes histograms/rebinned_MG_and_pythia-M-1800.root | Bin 0 -> 4812 bytes histograms/rebinned_MG_and_pythia-M-2000.root | Bin 0 -> 4835 bytes histograms/rebinned_MG_and_pythia-M-2200.root | Bin 0 -> 4831 bytes histograms/rebinned_MG_and_pythia-M-2400.root | Bin 0 -> 4834 bytes histograms/rebinned_MG_and_pythia-M-2600.root | Bin 0 -> 4837 bytes 16 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 histograms/gluglu_MGn50_GeV1000.root create mode 100644 histograms/gluglu_MGn50_GeV1400.root create mode 100644 histograms/gluglu_MGn50_GeV1600.root create mode 100644 histograms/gluglu_MGn50_GeV1800.root create mode 100644 histograms/gluglu_MGn50_GeV2000.root create mode 100644 histograms/gluglu_MGn50_GeV2200.root create mode 100644 histograms/gluglu_MGn50_GeV2400.root create mode 100644 histograms/gluglu_MGn50_GeV2600.root create mode 100644 histograms/rebinned_MG_and_pythia-M-1000.root create mode 100644 histograms/rebinned_MG_and_pythia-M-1400.root create mode 100644 histograms/rebinned_MG_and_pythia-M-1600.root create mode 100644 histograms/rebinned_MG_and_pythia-M-1800.root create mode 100644 histograms/rebinned_MG_and_pythia-M-2000.root create mode 100644 histograms/rebinned_MG_and_pythia-M-2200.root create mode 100644 histograms/rebinned_MG_and_pythia-M-2400.root create mode 100644 histograms/rebinned_MG_and_pythia-M-2600.root diff --git a/histograms/gluglu_MGn50_GeV1000.root b/histograms/gluglu_MGn50_GeV1000.root new file mode 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zkm?49tRE<5n0HQ|$!uM($;8mj%uvBtoRE;0o=}#Mur1|5K|(@7N&<_MLPA=?g9j(Q zb-$m`(L3p{?{y}WU(@T1ww|}HmS5ef*aPo@pdCjwDPKRr()6w%h z%PMu~;DI9|tVSFs(vlOHq`nEAc*L}+A?X`0kAlLB0|!1#YvlIeQjR=Xe;{gN#Kg!m z3?gBP35f{_f7qv8*%VhZ_w+P-x6997FRYuus9+Z0*4^0HDBp4LK;lbgjc!MVV+9{t zHpnO~EV;yJa9C0J)cNv;58ZqYFD|hQ>~dptGM93AF^z%aF6S}{nJROKAHwwxFEX_i zOb+ob2-w2F?ZnB>))u29w@&3nV*P|V75?VM>?&#h8C@Q+@!il}qm-c-#UY%lXs{^W z;?D|8h9aReg=PM6Ih`MEGoMYU*mU;w)T1Ts=1%jPIN9IJ&X8aZI>xa0pbU#5NAj)M z3c0WEA`Tbs{yUv3#$VIpc5YNkNoJu#^WCoAbq}9Tm3}MsC%bTO;K4j|=jWxbq^;}2 zc6*+cxt0I()0;Fctxs2C#J9Y*ulw=sjP1d)vyH3E@4T(gzrI5?_1^q>=4GyYJJ0LZ z*Ka)iu_A3wx#0!9hgX|hclp-8VVd!*+9%fb_P4SN?<0Dz>|L-#J)7{xa?>dc0PjoU A3IG5A From e715a984e96bdca884c188b702f6e19c2f62db97 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Wed, 8 Nov 2023 16:50:12 -0500 Subject: [PATCH 44/90] Removed the following functions: double_bin_width, ratio_error_stackplot, plot_ratio_errors. Migrating away from pyplot towards ROOT. --- histograms.py | 230 +++++++++++++------------------------------------- test.py | 8 ++ 2 files changed, 66 insertions(+), 172 deletions(-) diff --git a/histograms.py b/histograms.py index 596072d..e08ce81 100644 --- a/histograms.py +++ b/histograms.py @@ -2,7 +2,7 @@ import numpy as np import uproot import sys -from ROOT import TFile +from ROOT import TFile, TH1F import array def all_histograms(mass, mgpath, log=False, savefig=None): @@ -37,141 +37,68 @@ def all_histograms(mass, mgpath, log=False, savefig=None): else: plt.show() -def errorbar_ratioplot(mass, mgpath, pythiapath, double_bin_wth=False, savefig=None): +def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ''' :param mass: Gluino mass (GeV) + :param bins: List of bins in the histogram :param mgpath: Path to the madgraph root file :param pythiapath: Path to the pythia root file - :param double_bin_wth: If True, doubles the width of the bins - :param savefig: Filepath to save the histogram, does not save by default - :return: Minus Errorbars, Plus Errorbars + :param outputpath: Filepath to save the ROOT file + :return: ROOT file with the ratio systematic errors ''' - plt.clf() #Clear existing plots - with uproot.open(mgpath) as root: - if double_bin_wth: - n=28 - else: - n=56 - mins = np.repeat(100000.0, n) - maxes = np.zeros(n) - for key in root.keys(): - if 'pTsum' in key: - if key == 'pTsum 0;1': - continue - #Get the madgraph errorbars - arr = root[key].to_numpy() - bin_width = 2800/n - normalized_frequency = arr[0]/(sum(arr[0])*bin_width) - - if key == 'pTsum 1;1': #Save this for use in the errorbar plot - zeroth = normalized_frequency - - #Double the bin widths if necessary - if double_bin_wth: - normalized_frequency, mgbins = double_bin_width(normalized_frequency, arr[1]) - capsize=5 - else: - mgbins = arr[1] - capsize=3 - - for i in range(len(mins)): - if normalized_frequency[i] < mins[i]: - mins[i] = normalized_frequency[i] - if normalized_frequency[i] > maxes[i]: - maxes[i] = normalized_frequency[i] + #Define the number of madgraph histograms that exist + n_weights = 45 + + #Open ROOT files + pyfile = TFile.Open(pythiapath) + mgfile = TFile.Open(mgpath) + + #Iterate through all madgraph histograms, return one histogram with all max bins values, another with all min values + pythiahist = pyfile.Get("pTsum;1") + pythiahist.Scale(1. / pythiahist.Integral()) + mins = np.repeat(10000000, len(bins)) + maxes = np.zeros(len(bins)) + for i in range(n_weights): + mghist = mgfile.Get("pTsum {};1".format(i)) + mghist.Scale(1. / mghist.Integral()) + for bin in range(len(bins)): + n_entries_in_bin = mghist.GetBinContent(bin+1) + if n_entries_in_bin < mins[bin]: + mins[bin] = n_entries_in_bin + if n_entries_in_bin > maxes[bin]: + maxes[bin] = n_entries_in_bin + + #Create the min/max histograms + min_hist, max_hist = create_min_max_hists(bins, mins, maxes) #Get the min/max ratios - minratio, bins = get_ratio(mins, mgbins, pythiapath, double_bin_wth) - maxratio, _ = get_ratio(maxes, mgbins, pythiapath, double_bin_wth) - zeroth_ratio, _ = get_ratio(zeroth, mgbins, pythiapath, double_bin_wth) - upper_errorbar = maxratio - zeroth_ratio - lower_errorbar = zeroth_ratio - minratio - - #Create the plot - try: - plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), fmt='+', capsize=capsize, color='dodgerblue') - except ValueError: - bins = bins[:-1] - plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), fmt='+', capsize=capsize, color='dodgerblue') - plt.suptitle('MG/Pythia, Gluino Target Mass = {} GeV'.format(mass)) - plt.xlabel('gluglu pT (GeV)') - plt.xlim(0, 2800) - plt.ylim(0,7) - plt.ylabel('MG/Pythia') - if savefig!=None: - plt.savefig(savefig) - else: - plt.show() + + #Create the 0th ratio histogram, fill errors from the min/max + return lower_errorbar, upper_errorbar, bins -def errorbar_ratio_stackplot(masses, mgpathes, pythiapathes, double_bin_wth=False, savefig=None): + +def create_min_max_hists(bins, mindata, maxdata): ''' - :param mass: List of Gluino masses (GeV) - :param mgpath: List of madgraph root paths - :param pythiapath: List of the pythia root paths - :param double_bin_wth: If True, doubles the width of the bins - :param savefig: Filepath to save the histogram, does not save by default - :return: gluglu pT Errorbar ratio stackplot + :param bins: List of bins to set the histograms + :param mindata: Numpy array of min weights for each bin + :param maxdata: Numpy array of max weights for each bin + :return: Minimum and maximum histograms ''' - for i in range(len(masses)): - with uproot.open(mgpathes[i]) as root: - if double_bin_wth: - n=28 - else: - n=56 - mins = np.repeat(100000.0, n) - maxes = np.zeros(n) - for key in root.keys(): - if 'pTsum' in key: - if key == 'pTsum 0;1': - continue - #Get the madgraph errorbars - arr = root[key].to_numpy() - bin_width = 2800/n - normalized_frequency = arr[0]/(sum(arr[0])*bin_width) - - if key == 'pTsum 1;1': #Save this for use in the errorbar plot - zeroth = normalized_frequency - - #Double the bin widths if necessary - if double_bin_wth: - normalized_frequency, mgbins = double_bin_width(normalized_frequency, arr[1]) - capsize=5 - else: - mgbins = arr[1] - capsize=3 - - for j in range(len(mins)): - if normalized_frequency[j] < mins[j]: - mins[j] = normalized_frequency[j] - if normalized_frequency[j] > maxes[j]: - maxes[j] = normalized_frequency[j] - - #Get the min/max ratios - minratio, bins = get_ratio(mins, mgbins, pythiapathes[i], double_bin_wth) - maxratio, _ = get_ratio(maxes, mgbins, pythiapathes[i], double_bin_wth) - zeroth_ratio, _ = get_ratio(zeroth, mgbins, pythiapathes[i], double_bin_wth) - upper_errorbar = maxratio - zeroth_ratio - lower_errorbar = zeroth_ratio - minratio - - #Create the plot - try: - plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), alpha=0.8, fmt='+', capsize=capsize, label='Glu Mass = {} GeV'.format(masses[i])) - except ValueError: - bins = bins[:-1] - plt.errorbar(bins, zeroth_ratio, (lower_errorbar, upper_errorbar), alpha=0.8, fmt='+', capsize=capsize, label='Glu Mass = {} GeV'.format(masses[i])) - - plt.suptitle('MG/Pythia Errorbars') - plt.xlabel('gluglu pT (GeV)') - plt.xlim(0, 2800) - plt.ylim(0,7) - plt.ylabel('MG/Pythia') - plt.legend() - if savefig!=None: - plt.savefig(savefig) - else: - plt.show() + #Create the raw histograms + min_hist = TH1F("Minimum Madgraph", "Minimum Madgraph", len(bins), array.array('d', bins)) + max_hist = TH1F("Maximum Madgraph", "Maximum Madgraph", len(bins), array.array('d', bins)) + min_hist.GetXaxis().SetLimits(min(bins), max(bins)) + max_hist.GetXaxis().SetLimits(min(bins), max(bins)) + + #Fill the histograms with the data + for i in range(len(mindata)): + min_hist.SetBinContent(i + 1, mindata[i]) + for i in range(len(maxdata)): + max_hist.SetBinContent(i + 1, maxdata[i]) + + return min_hist, max_hist def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False): @@ -204,52 +131,7 @@ def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False return ratio, bins -def double_bin_width(data, bins): - ''' - :param data: Array of frequencies - :param bins: Array of bins - :return: New data and bins (with double bin width) - ''' - bin_difference = 2*(bins[1]-bins[0]) - new_data = [] - new_bins = [] - i = 0 - while i <= len(bins): - try: - new_data.append(data[i] + data[i+1]) - new_bins.append((i/2) * bin_difference) - i+=2 - except IndexError: - break - - return np.array(new_data), np.array(new_bins) - - -def plot_ratio_errors(lower_errorbars, upper_errorbars, bins, mass, savefig=None): - ''' - :param lower_errorbars: Array of lower errorbars - :param upper_errorbars: Array of upper errorbars - :param bins: X axis - :param mass: Target mass of the gluino - :param savefig: Path to save the plot - :return: Plot of errorbars - ''' - plt.clf() #Clear existing plots - plt.scatter(bins, upper_errorbars, label='Upper error bar', marker='.') - plt.scatter(bins, lower_errorbars, label='Lower error bar', marker='.') - plt.suptitle('Upper and Lower MG/Pythia error bars, gluino target mass = {} GeV'.format(mass)) - plt.ylabel('Magnitude of error bar') - plt.xlabel('gluglu pT (GeV)') - plt.xlim(0,2800) - plt.ylim(0,2) - plt.legend() - if savefig != None: - plt.savefig(savefig) - else: - plt.show() - - -def rebin(histogram, new_bins): #Note this function requires ROOT +def rebin(histogram, new_bins): ''' :param histogram: Input TH1F histogram you would like to rebin :param new_bins: New bins to transform the histogram into @@ -262,6 +144,10 @@ def rebin(histogram, new_bins): #Note this function requires ROOT return newHist +def error3D(): + return None + + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV" pythia_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/pythia-M-" @@ -299,8 +185,8 @@ def rebin(histogram, new_bins): #Note this function requires ROOT pythiahist = pyfile.Get("pTsum;1") #Normalize the histograms - mghist.Scale(1. / mghist.Integral()) - pythiahist.Scale(1. / pythiahist.Integral()) + #mghist.Scale(1. / mghist.Integral()) + #pythiahist.Scale(1. / pythiahist.Integral()) #Rebin the histograms newmghist = rebin(mghist, new_bins) diff --git a/test.py b/test.py index e69de29..14ad033 100644 --- a/test.py +++ b/test.py @@ -0,0 +1,8 @@ +from ROOT import TFile, TH1F +import numpy as np +import array + +path = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1000.root" +bins = [0,50,100,150] +mg = TFile.Open(path) +mghist = mg.Get("pTsum 0;1") From 43135fc22e23c1ff7377394a78caec9484d00365 Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 13 Nov 2023 20:32:03 -0500 Subject: [PATCH 45/90] Reverted truth.py to run over madgraph weights --- truth.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/truth.py b/truth.py index 301b887..447087d 100644 --- a/truth.py +++ b/truth.py @@ -65,19 +65,19 @@ # create handle outside of loop handles = {} handles[genparticleLabel] = Handle("std::vector") -#handles[eventinfoLabel] = Handle("GenEventInfoProduct") +handles[eventinfoLabel] = Handle("GenEventInfoProduct") # for now, label is just a tuple of strings that is initialized just # like and edm::InputTag # Create a dictionary containing the ROOT histogram information for h_gluglu_pT for different weights -'''n_weights = 45 +n_weights = 45 h_gluglu_pT_dict = {} for i in range(n_weights): h_gluglu_pT_dict[i] = ROOT.TH1F('pTsum {}'.format(i),'Transverse Momentum of Di-gluino system',int(2800/50),0,2800) h_gluglu_pT_dict[i].GetXaxis().SetTitle('P_{T} [GeV]') h_gluglu_pT_dict[i].Sumw2() -''' + h_gluglu_pT_dict = ROOT.TH1F('pTsum', 'Transverse Momentum of Di-gluino system',int(2800/50),0,2800) # Create histograms, etc. @@ -124,11 +124,11 @@ doPrint = False # use getByLabel, just like in cmsRun event.getByLabel (genparticleLabel, handles[genparticleLabel]) - #event.getByLabel(eventinfoLabel, handles[eventinfoLabel]) + event.getByLabel(eventinfoLabel, handles[eventinfoLabel]) # get the product genparticles = handles[genparticleLabel].product() - #eventinfo = handles[eventinfoLabel].product() + eventinfo = handles[eventinfoLabel].product() if doPrint: print ("------------------Event", ievent) @@ -150,8 +150,8 @@ if len(gluinop4list) == 2: # print(type(gluinop4list[0]), gluinop4list[0], gluinop4list[1]) - #for i, weight, in enumerate(eventinfo.weights()): - h_gluglu_pT_dict.Fill((gluinop4list[0] + gluinop4list[1]).Pt()) + for i, weight, in enumerate(eventinfo.weights()): + h_gluglu_pT_dict[i].Fill((gluinop4list[0] + gluinop4list[1]).Pt(), weight) # print('Di-gluino pt', test) pT1.Fill(gluinop4list[0].Pt()) pT2.Fill(gluinop4list[1].Pt()) From 6e596986012100f155bf82aa0e5c0c230445f449 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Wed, 15 Nov 2023 13:02:49 -0500 Subject: [PATCH 46/90] Removed the following functions: double_bin_width, ratio_error_stackplot, plot_ratio_errors. Migrating away from pyplot towards ROOT. --- histograms.py | 124 ++++++++++++++++++++++---------------------------- test.py | 10 ++-- 2 files changed, 58 insertions(+), 76 deletions(-) diff --git a/histograms.py b/histograms.py index e08ce81..5101c06 100644 --- a/histograms.py +++ b/histograms.py @@ -2,7 +2,7 @@ import numpy as np import uproot import sys -from ROOT import TFile, TH1F +import ROOT import array def all_histograms(mass, mgpath, log=False, savefig=None): @@ -50,19 +50,24 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): n_weights = 45 #Open ROOT files - pyfile = TFile.Open(pythiapath) - mgfile = TFile.Open(mgpath) + pyfile = ROOT.TFile.Open(pythiapath) + mgfile = ROOT.TFile.Open(mgpath) #Iterate through all madgraph histograms, return one histogram with all max bins values, another with all min values pythiahist = pyfile.Get("pTsum;1") - pythiahist.Scale(1. / pythiahist.Integral()) + pythiahist_rebinned = rebin(pythiahist, bins) + pythiahist_rebinned.Scale(1. / pythiahist_rebinned.Integral()) mins = np.repeat(10000000, len(bins)) maxes = np.zeros(len(bins)) + zeroth = 0 for i in range(n_weights): mghist = mgfile.Get("pTsum {};1".format(i)) - mghist.Scale(1. / mghist.Integral()) + mghist_rebinned = rebin(mghist, bins) + mghist_rebinned.Scale(1. / mghist_rebinned.Integral()) + if i == 0: + zeroth = mghist_rebinned for bin in range(len(bins)): - n_entries_in_bin = mghist.GetBinContent(bin+1) + n_entries_in_bin = mghist_rebinned.GetBinContent(bin+1) if n_entries_in_bin < mins[bin]: mins[bin] = n_entries_in_bin if n_entries_in_bin > maxes[bin]: @@ -71,12 +76,24 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Create the min/max histograms min_hist, max_hist = create_min_max_hists(bins, mins, maxes) - #Get the min/max ratios - - #Create the 0th ratio histogram, fill errors from the min/max + #Get the min/max ratio plots (converted to TGraphAsymmErrors) + min_ratio = ratioPlot(min_hist, pythiahist_rebinned) + max_ratio = ratioPlot(max_hist, pythiahist_rebinned) + zeroth_ratio = ratioPlot(zeroth, pythiahist_rebinned) + #Fill the ratio plots to a histogram + min_ratio_hist = pythiahist_rebinned.Clone("Minimum Ratio") + max_ratio_hist = pythiahist_rebinned.Clone("Maximum Ratio") + zeroth_ratio_hist = pythiahist_rebinned.Clone("Zeroth Ratio") + ratioHistFill(min_ratio, min_ratio_hist, bins) + ratioHistFill(max_ratio, max_ratio_hist, bins) + ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) - return lower_errorbar, upper_errorbar, bins + #Create the 0th ratio histogram, fill errors from the min/max + c1 = ROOT.TCanvas("c1", "min ratio") + min_ratio_hist.Draw() + c1.Update() + app.Run() def create_min_max_hists(bins, mindata, maxdata): @@ -87,8 +104,8 @@ def create_min_max_hists(bins, mindata, maxdata): :return: Minimum and maximum histograms ''' #Create the raw histograms - min_hist = TH1F("Minimum Madgraph", "Minimum Madgraph", len(bins), array.array('d', bins)) - max_hist = TH1F("Maximum Madgraph", "Maximum Madgraph", len(bins), array.array('d', bins)) + min_hist = ROOT.TH1F("Minimum Madgraph", "Minimum Madgraph", len(bins), array.array('d', bins)) + max_hist = ROOT.TH1F("Maximum Madgraph", "Maximum Madgraph", len(bins), array.array('d', bins)) min_hist.GetXaxis().SetLimits(min(bins), max(bins)) max_hist.GetXaxis().SetLimits(min(bins), max(bins)) @@ -101,36 +118,6 @@ def create_min_max_hists(bins, mindata, maxdata): return min_hist, max_hist -def get_ratio(mg_normalized_frequency, mg_bins, pythiaroot, double_bin_wth=False): - ''' - :param mg_normalized_frequency: Array of the madgraph normalized values - :param mg_bins: Array of bins from the MG data - :param pythiaroot: Path to pythia root file - :param double_bin_wth: If true, doubles the bin widths - :return: Ratio array and bins - ''' - with uproot.open(pythiaroot) as pyroot: - pythia = pyroot['pTsum;1'].to_numpy() - bin_width=50 - if double_bin_wth: - bin_width=100 - pythia_data = pythia[0]/(sum(pythia[0])*bin_width) - pybins = pythia[1] - - if double_bin_wth: - pythia_data, pybins = double_bin_width(pythia_data, pythia[1]) - - ratio = np.array([]) - for i in range(len(mg_normalized_frequency)): - try: - ratio = np.append(ratio, mg_normalized_frequency[i]/pythia_data[i]) - except IndexError: - return ratio, pybins - - bins = mg_bins - return ratio, bins - - def rebin(histogram, new_bins): ''' :param histogram: Input TH1F histogram you would like to rebin @@ -144,13 +131,38 @@ def rebin(histogram, new_bins): return newHist +def ratioPlot(mghist, pythiahist): + ratioPlot = ROOT.TRatioPlot(mghist, pythiahist) + ratioTempGraph = ratioPlot.GetLowerRefGraph() + + return ROOT.TGraphAsymmErrors(ratioTempGraph) + + +def ratioHistFill(ratioTempGraph, ratioHist, bins): + ''' + :param ratioTempGraph: TRatioPlot + :param ratioHist: TH1F with the expected format + :param bins: Bins of the histogram + :return: Fills a histogram with the ratio information + ''' + for bin in range(bins[0], bins[-1]): + x , y = 0., 0. + ratioTempGraph.GetPoint(bin, x, y) + ratioHist.SetBinContent(ratioHist.FindBin(x), y) + + def error3D(): return None +app = ROOT.TApplication("app",0,0) masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV" pythia_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/pythia-M-" +new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] +mgpath = mg_rootpath_base + "{}.root".format(masses[0]) +pypath = pythia_rootpath_base + "{}.root".format(masses[0]) +errorbar_ratioplot(masses[0], new_bins, mgpath, pypath, '') ### Plot all of the madgraph histograms ### #for i in range(len(masses)): @@ -171,30 +183,4 @@ def error3D(): #for i in range(len(masses)): # mgpathes.append(mg_rootpath_base + "{}.root".format(masses[i])) # pythiapathes.append(pythia_rootpath_base + "{}.root".format(masses[i])) -#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) - -### Rebin histograms (ROOT only) ### -new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] -for i in range(len(masses)): - #Open the ROOT files and get the histograms - mgpath = mg_rootpath_base + "{}.root".format(masses[i]) - pypath = pythia_rootpath_base + "{}.root".format(masses[i]) - pyfile = TFile.Open(pypath) - mgfile = TFile.Open(mgpath) - mghist = mgfile.Get("pTsum 0;1") - pythiahist = pyfile.Get("pTsum;1") - - #Normalize the histograms - #mghist.Scale(1. / mghist.Integral()) - #pythiahist.Scale(1. / pythiahist.Integral()) - - #Rebin the histograms - newmghist = rebin(mghist, new_bins) - newpythiahist = rebin(pythiahist, new_bins) - - #Write the new histograms - outputFile = TFile("output-files/rebinned_MG_and_pythia-M-{}".format(masses[i]) + ".root", 'RECREATE') - newmghist.Write("Madgraph") - newpythiahist.Write("Pythia") - outputFile.Write() - outputFile.Close() \ No newline at end of file +#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) \ No newline at end of file diff --git a/test.py b/test.py index 14ad033..e427c0a 100644 --- a/test.py +++ b/test.py @@ -1,8 +1,4 @@ -from ROOT import TFile, TH1F -import numpy as np -import array +bins = [0,1,2,3] -path = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV1000.root" -bins = [0,50,100,150] -mg = TFile.Open(path) -mghist = mg.Get("pTsum 0;1") +for bin in range(bins[0], bins[-1]): + print(bin) \ No newline at end of file From 7213f1b0d80336341401d7f8839c96e78452fc2a Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Wed, 15 Nov 2023 16:24:08 -0500 Subject: [PATCH 47/90] Updated histograms.py further --- histograms.py | 58 +++++++++++++++++++++++++-------------------------- test.py | 4 ---- 2 files changed, 29 insertions(+), 33 deletions(-) diff --git a/histograms.py b/histograms.py index 5101c06..0048146 100644 --- a/histograms.py +++ b/histograms.py @@ -1,9 +1,9 @@ from matplotlib import pyplot as plt import numpy as np import uproot -import sys import ROOT import array +from ctypes import c_double def all_histograms(mass, mgpath, log=False, savefig=None): ''' @@ -53,38 +53,41 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): pyfile = ROOT.TFile.Open(pythiapath) mgfile = ROOT.TFile.Open(mgpath) - #Iterate through all madgraph histograms, return one histogram with all max bins values, another with all min values + #Iterate through all madgraph histograms, return one numpy array with all max bins values + errors, another with all min values + errors pythiahist = pyfile.Get("pTsum;1") + pythiahist.Scale(1. / pythiahist.Integral()) pythiahist_rebinned = rebin(pythiahist, bins) - pythiahist_rebinned.Scale(1. / pythiahist_rebinned.Integral()) - mins = np.repeat(10000000, len(bins)) - maxes = np.zeros(len(bins)) + mins, maxes = np.repeat(10000000., len(bins)-1), np.zeros(len(bins)-1) + min_errors, max_errors = np.zeros(len(bins) - 1), np.zeros(len(bins) - 1) zeroth = 0 for i in range(n_weights): mghist = mgfile.Get("pTsum {};1".format(i)) + mghist.Scale(1. / mghist.Integral()) mghist_rebinned = rebin(mghist, bins) - mghist_rebinned.Scale(1. / mghist_rebinned.Integral()) if i == 0: zeroth = mghist_rebinned - for bin in range(len(bins)): + for bin in range(len(bins)-1): n_entries_in_bin = mghist_rebinned.GetBinContent(bin+1) + error = mghist_rebinned.GetBinError(bin+1) if n_entries_in_bin < mins[bin]: mins[bin] = n_entries_in_bin + min_errors[bin] = error if n_entries_in_bin > maxes[bin]: maxes[bin] = n_entries_in_bin + max_errors[bin] = error #Create the min/max histograms - min_hist, max_hist = create_min_max_hists(bins, mins, maxes) + min_hist, max_hist = create_min_max_hists(bins, mins, maxes, min_errors, max_errors) - #Get the min/max ratio plots (converted to TGraphAsymmErrors) - min_ratio = ratioPlot(min_hist, pythiahist_rebinned) - max_ratio = ratioPlot(max_hist, pythiahist_rebinned) - zeroth_ratio = ratioPlot(zeroth, pythiahist_rebinned) + #Get the min/max ratio plots (TGraphAsymmErrors) + min_ratio = ROOT.TGraphAsymmErrors(min_hist, pythiahist_rebinned, "pois") + max_ratio = ROOT.TGraphAsymmErrors(max_hist, pythiahist_rebinned, "pois") + zeroth_ratio = ROOT.TGraphAsymmErrors(zeroth, pythiahist_rebinned, "pois") - #Fill the ratio plots to a histogram - min_ratio_hist = pythiahist_rebinned.Clone("Minimum Ratio") - max_ratio_hist = pythiahist_rebinned.Clone("Maximum Ratio") - zeroth_ratio_hist = pythiahist_rebinned.Clone("Zeroth Ratio") + #Convert the TGraph ratios to histograms + min_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Minimum") + max_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Maximum") + zeroth_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Nominal") ratioHistFill(min_ratio, min_ratio_hist, bins) ratioHistFill(max_ratio, max_ratio_hist, bins) ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) @@ -96,25 +99,28 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): app.Run() -def create_min_max_hists(bins, mindata, maxdata): +def create_min_max_hists(bins, mindata, maxdata, minerrors, maxerrors): ''' :param bins: List of bins to set the histograms :param mindata: Numpy array of min weights for each bin :param maxdata: Numpy array of max weights for each bin + :param minerrors: Numpy array of errors for each minimum bin + :param maxerrors: Numpy array of errors for each maximum bin :return: Minimum and maximum histograms ''' #Create the raw histograms - min_hist = ROOT.TH1F("Minimum Madgraph", "Minimum Madgraph", len(bins), array.array('d', bins)) - max_hist = ROOT.TH1F("Maximum Madgraph", "Maximum Madgraph", len(bins), array.array('d', bins)) + min_hist = ROOT.TH1F("Minimum Madgraph", "Minimum Madgraph", len(bins)-1, array.array('d', bins)) + max_hist = ROOT.TH1F("Maximum Madgraph", "Maximum Madgraph", len(bins)-1, array.array('d', bins)) min_hist.GetXaxis().SetLimits(min(bins), max(bins)) max_hist.GetXaxis().SetLimits(min(bins), max(bins)) #Fill the histograms with the data for i in range(len(mindata)): min_hist.SetBinContent(i + 1, mindata[i]) + min_hist.SetBinError(i + 1, minerrors[i]) for i in range(len(maxdata)): - max_hist.SetBinContent(i + 1, maxdata[i]) - + max_hist.SetBinContent(i+1, maxdata[i]) + max_hist.SetBinError(i + 1, maxerrors[i]) return min_hist, max_hist @@ -131,13 +137,6 @@ def rebin(histogram, new_bins): return newHist -def ratioPlot(mghist, pythiahist): - ratioPlot = ROOT.TRatioPlot(mghist, pythiahist) - ratioTempGraph = ratioPlot.GetLowerRefGraph() - - return ROOT.TGraphAsymmErrors(ratioTempGraph) - - def ratioHistFill(ratioTempGraph, ratioHist, bins): ''' :param ratioTempGraph: TRatioPlot @@ -146,9 +145,10 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :return: Fills a histogram with the ratio information ''' for bin in range(bins[0], bins[-1]): - x , y = 0., 0. + x , y = c_double(1.), c_double(1.) ratioTempGraph.GetPoint(bin, x, y) ratioHist.SetBinContent(ratioHist.FindBin(x), y) + ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) def error3D(): diff --git a/test.py b/test.py index e427c0a..e69de29 100644 --- a/test.py +++ b/test.py @@ -1,4 +0,0 @@ -bins = [0,1,2,3] - -for bin in range(bins[0], bins[-1]): - print(bin) \ No newline at end of file From bcd5aafea4153feefb2efdb25de75f5fc45d5f7a Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 21:32:48 -0500 Subject: [PATCH 48/90] updated hists.py --- histograms.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/histograms.py b/histograms.py index 0048146..638b1b7 100644 --- a/histograms.py +++ b/histograms.py @@ -93,10 +93,13 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) #Create the 0th ratio histogram, fill errors from the min/max - c1 = ROOT.TCanvas("c1", "min ratio") - min_ratio_hist.Draw() - c1.Update() - app.Run() + outputFile = TFile(outputpath + ".root", 'RECREATE') + min_ratio_hist.Write("min_ratio") + max_ratio_hist.Write("max_ratio") + zeroth_ratio_hist.Write("zeroth_ratio") + outputFile.Write() + outputFile.Close() + def create_min_max_hists(bins, mindata, maxdata, minerrors, maxerrors): @@ -155,7 +158,6 @@ def error3D(): return None -app = ROOT.TApplication("app",0,0) masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] mg_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV" pythia_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/pythia-M-" From 7ef6dfd19e6283d928f9717ad1c21ffb3e6305a6 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 21:40:25 -0500 Subject: [PATCH 49/90] updated hists.py --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index 638b1b7..ce57634 100644 --- a/histograms.py +++ b/histograms.py @@ -164,7 +164,7 @@ def error3D(): new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] mgpath = mg_rootpath_base + "{}.root".format(masses[0]) pypath = pythia_rootpath_base + "{}.root".format(masses[0]) -errorbar_ratioplot(masses[0], new_bins, mgpath, pypath, '') +errorbar_ratioplot(masses[0], new_bins, mgpath, pypath, 'test{}GeV'.format(masses[0])) ### Plot all of the madgraph histograms ### #for i in range(len(masses)): From 886842eccf1663ec5c7827e316746f8e055ad3f1 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 21:53:48 -0500 Subject: [PATCH 50/90] updated hists.py --- histograms.py | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index ce57634..1b7a607 100644 --- a/histograms.py +++ b/histograms.py @@ -3,6 +3,7 @@ import uproot import ROOT import array +import os from ctypes import c_double def all_histograms(mass, mgpath, log=False, savefig=None): @@ -159,8 +160,9 @@ def error3D(): masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] -mg_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/gluglu_MGn50_GeV" -pythia_rootpath_base = "/Users/colbythompson/PycharmProjects/MGP8_ISRStudy_LAdev/output-files/pythia-M-" +cwd = os.getcwd() +mg_rootpath_base = cwd + "output-files/gluglu_MGn50_GeV" +pythia_rootpath_base = cwd + "output-files/pythia-M-" new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] mgpath = mg_rootpath_base + "{}.root".format(masses[0]) pypath = pythia_rootpath_base + "{}.root".format(masses[0]) From b0158541c8c4ea7852abd3eecbbf7d0ad39df87c Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 22:03:59 -0500 Subject: [PATCH 51/90] added error handling for variable type in ratioHistFill. Fixed directory path bug --- .idea/MGP8_ISRStudy_LAdev.iml | 2 +- .idea/misc.xml | 2 +- histograms.py | 18 ++++++++++++------ 3 files changed, 14 insertions(+), 8 deletions(-) diff --git a/.idea/MGP8_ISRStudy_LAdev.iml b/.idea/MGP8_ISRStudy_LAdev.iml index 3858d78..74d515a 100644 --- a/.idea/MGP8_ISRStudy_LAdev.iml +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index 582a97a..34a438a 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/histograms.py b/histograms.py index 1b7a607..a7dbd7b 100644 --- a/histograms.py +++ b/histograms.py @@ -149,10 +149,16 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :return: Fills a histogram with the ratio information ''' for bin in range(bins[0], bins[-1]): - x , y = c_double(1.), c_double(1.) - ratioTempGraph.GetPoint(bin, x, y) - ratioHist.SetBinContent(ratioHist.FindBin(x), y) - ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) + try: + x , y = c_double(1.), c_double(1.) + ratioTempGraph.GetPoint(bin, x, y) + ratioHist.SetBinContent(ratioHist.FindBin(x), y) + ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) + except TypeError: + x, y = 0., 0. + ratioTempGraph.GetPoint(bin, x, y) + ratioHist.SetBinContent(ratioHist.FindBin(x), y) + ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) def error3D(): @@ -161,8 +167,8 @@ def error3D(): masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] cwd = os.getcwd() -mg_rootpath_base = cwd + "output-files/gluglu_MGn50_GeV" -pythia_rootpath_base = cwd + "output-files/pythia-M-" +mg_rootpath_base = cwd + "/output-files/gluglu_MGn50_GeV" +pythia_rootpath_base = cwd + "/output-files/pythia-M-" new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] mgpath = mg_rootpath_base + "{}.root".format(masses[0]) pypath = pythia_rootpath_base + "{}.root".format(masses[0]) From 5724b5cb171bf3d60b22ea91deb2d6577dd1e5a8 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 22:11:02 -0500 Subject: [PATCH 52/90] Fixed error handling bug in ratioHistFill --- .idea/MGP8_ISRStudy_LAdev.iml | 2 +- .idea/misc.xml | 2 +- histograms.py | 15 ++++----------- 3 files changed, 6 insertions(+), 13 deletions(-) diff --git a/.idea/MGP8_ISRStudy_LAdev.iml b/.idea/MGP8_ISRStudy_LAdev.iml index 74d515a..aee9ef2 100644 --- a/.idea/MGP8_ISRStudy_LAdev.iml +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index 34a438a..a971a2c 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/histograms.py b/histograms.py index a7dbd7b..77bf23f 100644 --- a/histograms.py +++ b/histograms.py @@ -149,17 +149,10 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :return: Fills a histogram with the ratio information ''' for bin in range(bins[0], bins[-1]): - try: - x , y = c_double(1.), c_double(1.) - ratioTempGraph.GetPoint(bin, x, y) - ratioHist.SetBinContent(ratioHist.FindBin(x), y) - ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) - except TypeError: - x, y = 0., 0. - ratioTempGraph.GetPoint(bin, x, y) - ratioHist.SetBinContent(ratioHist.FindBin(x), y) - ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) - + x , y = c_double(1.), c_double(1.) + ratioTempGraph.GetPoint(bin, x, y) + ratioHist.SetBinContent(ratioHist.FindBin(float(x)), y) + ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) def error3D(): return None From 1f5acb724c8b8c05c88f56c64a381c7b338f2bb7 Mon Sep 17 00:00:00 2001 From: ctdax Date: Sat, 18 Nov 2023 22:17:12 -0500 Subject: [PATCH 53/90] Fixed error handling bug in ratioHistFill --- histograms.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/histograms.py b/histograms.py index 77bf23f..30ddcbf 100644 --- a/histograms.py +++ b/histograms.py @@ -4,7 +4,7 @@ import ROOT import array import os -from ctypes import c_double +from ctypes import c_double, c_float def all_histograms(mass, mgpath, log=False, savefig=None): ''' @@ -149,9 +149,9 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :return: Fills a histogram with the ratio information ''' for bin in range(bins[0], bins[-1]): - x , y = c_double(1.), c_double(1.) + x, y = c_double(1.), c_double(1.) ratioTempGraph.GetPoint(bin, x, y) - ratioHist.SetBinContent(ratioHist.FindBin(float(x)), y) + ratioHist.SetBinContent(c_float(ratioHist.FindBin(x)), y) ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) def error3D(): From 1f9cc98c17d06a1be70dd5830b4e8a3090f28c15 Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 20 Nov 2023 15:43:25 -0500 Subject: [PATCH 54/90] Fixed error handling bug in ratioHistFill --- histograms.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index 30ddcbf..26f7336 100644 --- a/histograms.py +++ b/histograms.py @@ -151,8 +151,8 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): for bin in range(bins[0], bins[-1]): x, y = c_double(1.), c_double(1.) ratioTempGraph.GetPoint(bin, x, y) - ratioHist.SetBinContent(c_float(ratioHist.FindBin(x)), y) - ratioHist.SetBinError(ratioHist.FindBin(x), ratioTempGraph.GetErrorY(bin)) + ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) + ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(bin)) def error3D(): return None From 6ca78d2ee90ea3781d2be141bb1fbd1d2b21fc9f Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 20 Nov 2023 15:46:30 -0500 Subject: [PATCH 55/90] Fixed error handling bug in ratioHistFill --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index 26f7336..f8c2175 100644 --- a/histograms.py +++ b/histograms.py @@ -94,7 +94,7 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) #Create the 0th ratio histogram, fill errors from the min/max - outputFile = TFile(outputpath + ".root", 'RECREATE') + outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') min_ratio_hist.Write("min_ratio") max_ratio_hist.Write("max_ratio") zeroth_ratio_hist.Write("zeroth_ratio") From 134901150057242e922b6e7b90493ec063ead8fc Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 21 Nov 2023 19:51:59 -0500 Subject: [PATCH 56/90] Updated error ratio to output ratio plots for the purpose of debugging --- histograms.py | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/histograms.py b/histograms.py index f8c2175..2be1bdb 100644 --- a/histograms.py +++ b/histograms.py @@ -95,9 +95,10 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Create the 0th ratio histogram, fill errors from the min/max outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - min_ratio_hist.Write("min_ratio") - max_ratio_hist.Write("max_ratio") - zeroth_ratio_hist.Write("zeroth_ratio") + min_ratio.Write("min_ratio") + min_ratio_hist.Write("min_ratio_hist") + max_ratio_hist.Write("max_ratio_hist") + zeroth_ratio_hist.Write("zeroth_ratio_hist") outputFile.Write() outputFile.Close() From c22a5c10670f320c73aeab2711a7a935f32fb157 Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 21 Nov 2023 20:25:06 -0500 Subject: [PATCH 57/90] Added midpoint function to fix ratiohistfill --- histograms.py | 25 +++++++++++++++++++++---- test.py | 2 ++ 2 files changed, 23 insertions(+), 4 deletions(-) diff --git a/histograms.py b/histograms.py index 2be1bdb..6304a66 100644 --- a/histograms.py +++ b/histograms.py @@ -95,7 +95,6 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Create the 0th ratio histogram, fill errors from the min/max outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - min_ratio.Write("min_ratio") min_ratio_hist.Write("min_ratio_hist") max_ratio_hist.Write("max_ratio_hist") zeroth_ratio_hist.Write("zeroth_ratio_hist") @@ -149,11 +148,29 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :param bins: Bins of the histogram :return: Fills a histogram with the ratio information ''' - for bin in range(bins[0], bins[-1]): + midpoint = midpoints(bins) + for mid in midpoint: x, y = c_double(1.), c_double(1.) - ratioTempGraph.GetPoint(bin, x, y) + ratioTempGraph.GetPoint(mid, x, y) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) - ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(bin)) + ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(mid)) + + +def midpoints(list): + ''' + :param list: List of length n + :return: List of length n-1 that include the midpoints of the original list + ''' + midpoint = [] + for i in range(len(list)): + try: + midpoint.append((list[i+1]-list[i])/2) + except: + break + + return midpoint + + def error3D(): return None diff --git a/test.py b/test.py index e69de29..56319aa 100644 --- a/test.py +++ b/test.py @@ -0,0 +1,2 @@ +for bin in range(50, 1400): + print(bin) \ No newline at end of file From 6b9d280fb732e343a8dddb4a06a6ab2ab335020b Mon Sep 17 00:00:00 2001 From: ctdax Date: Tue, 21 Nov 2023 20:36:56 -0500 Subject: [PATCH 58/90] Corrected midpoint function --- histograms.py | 2 +- test.py | 19 +++++++++++++++++-- 2 files changed, 18 insertions(+), 3 deletions(-) diff --git a/histograms.py b/histograms.py index 6304a66..aa577fe 100644 --- a/histograms.py +++ b/histograms.py @@ -164,7 +164,7 @@ def midpoints(list): midpoint = [] for i in range(len(list)): try: - midpoint.append((list[i+1]-list[i])/2) + midpoint.append(list[i]+(list[i+1]-list[i])/2) except: break diff --git a/test.py b/test.py index 56319aa..0778cd3 100644 --- a/test.py +++ b/test.py @@ -1,2 +1,17 @@ -for bin in range(50, 1400): - print(bin) \ No newline at end of file +def midpoints(list): + ''' + :param list: List of length n + :return: List of length n-1 that include the midpoints of the original list + ''' + midpoint = [] + for i in range(len(list)): + try: + midpoint.append(list[i]+(list[i+1]-list[i])/2) + except: + break + + return midpoint + +list = [1,2,4,8,16] +mid = midpoints(list) +print(mid) \ No newline at end of file From 067c5e77140918b2a53429a996ddd3f8f08757a0 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 20:33:19 -0500 Subject: [PATCH 59/90] Updated ratiohistfill function --- histograms.py | 23 +++-------------------- test.py | 4 ++-- 2 files changed, 5 insertions(+), 22 deletions(-) diff --git a/histograms.py b/histograms.py index aa577fe..c608c0e 100644 --- a/histograms.py +++ b/histograms.py @@ -148,28 +148,11 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :param bins: Bins of the histogram :return: Fills a histogram with the ratio information ''' - midpoint = midpoints(bins) - for mid in midpoint: + for bin in range(len(bins)): x, y = c_double(1.), c_double(1.) - ratioTempGraph.GetPoint(mid, x, y) + ratioTempGraph.GetPoint(bin, x, y) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) - ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(mid)) - - -def midpoints(list): - ''' - :param list: List of length n - :return: List of length n-1 that include the midpoints of the original list - ''' - midpoint = [] - for i in range(len(list)): - try: - midpoint.append(list[i]+(list[i+1]-list[i])/2) - except: - break - - return midpoint - + ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(bin)) def error3D(): diff --git a/test.py b/test.py index 0778cd3..42f8af2 100644 --- a/test.py +++ b/test.py @@ -13,5 +13,5 @@ def midpoints(list): return midpoint list = [1,2,4,8,16] -mid = midpoints(list) -print(mid) \ No newline at end of file +for i in range(len(list)): + print(i) \ No newline at end of file From 71d471f62a8251c2992033a8eb44a8b2789e3239 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 20:42:31 -0500 Subject: [PATCH 60/90] Updated errorplot function to clone correct pythia histograms --- histograms.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/histograms.py b/histograms.py index c608c0e..c6ac733 100644 --- a/histograms.py +++ b/histograms.py @@ -86,9 +86,9 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): zeroth_ratio = ROOT.TGraphAsymmErrors(zeroth, pythiahist_rebinned, "pois") #Convert the TGraph ratios to histograms - min_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Minimum") - max_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Maximum") - zeroth_ratio_hist = pythiahist.Clone("MG/Pythia Ratio Nominal") + min_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Minimum") + max_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Maximum") + zeroth_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Nominal") ratioHistFill(min_ratio, min_ratio_hist, bins) ratioHistFill(max_ratio, max_ratio_hist, bins) ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) From 90f21f86c258828262d134ec0364e69fd6710908 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 21:00:13 -0500 Subject: [PATCH 61/90] Changed the indexing in the create_min_max_hists function, may fix problem, may break things more. --- histograms.py | 12 +++++++----- 1 file changed, 7 insertions(+), 5 deletions(-) diff --git a/histograms.py b/histograms.py index c6ac733..7dbdbd6 100644 --- a/histograms.py +++ b/histograms.py @@ -120,11 +120,12 @@ def create_min_max_hists(bins, mindata, maxdata, minerrors, maxerrors): #Fill the histograms with the data for i in range(len(mindata)): - min_hist.SetBinContent(i + 1, mindata[i]) - min_hist.SetBinError(i + 1, minerrors[i]) + min_hist.SetBinContent(i, mindata[i]) + min_hist.SetBinError(i, minerrors[i]) for i in range(len(maxdata)): - max_hist.SetBinContent(i+1, maxdata[i]) - max_hist.SetBinError(i + 1, maxerrors[i]) + max_hist.SetBinContent(i, maxdata[i]) + max_hist.SetBinError(i, maxerrors[i]) + return min_hist, max_hist @@ -150,9 +151,10 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): ''' for bin in range(len(bins)): x, y = c_double(1.), c_double(1.) + y_error = ratioTempGraph.GetErrorY(bin) ratioTempGraph.GetPoint(bin, x, y) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) - ratioHist.SetBinError(ratioHist.FindBin(x.value), ratioTempGraph.GetErrorY(bin)) + ratioHist.SetBinError(ratioHist.FindBin(x.value), y_error) def error3D(): From 2b44e4c3f74dbf0aaf13fc9498b367d8a7b51e17 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 22:35:29 -0500 Subject: [PATCH 62/90] Reverted create_min_max_hists function, attempted to fix ratiohistfill function, added print statement --- histograms.py | 15 ++++++++------- 1 file changed, 8 insertions(+), 7 deletions(-) diff --git a/histograms.py b/histograms.py index 7dbdbd6..c9052a7 100644 --- a/histograms.py +++ b/histograms.py @@ -120,11 +120,11 @@ def create_min_max_hists(bins, mindata, maxdata, minerrors, maxerrors): #Fill the histograms with the data for i in range(len(mindata)): - min_hist.SetBinContent(i, mindata[i]) - min_hist.SetBinError(i, minerrors[i]) + min_hist.SetBinContent(i+1, mindata[i]) + min_hist.SetBinError(i+1, minerrors[i]) for i in range(len(maxdata)): - max_hist.SetBinContent(i, maxdata[i]) - max_hist.SetBinError(i, maxerrors[i]) + max_hist.SetBinContent(i+1, maxdata[i]) + max_hist.SetBinError(i+1, maxerrors[i]) return min_hist, max_hist @@ -149,10 +149,11 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): :param bins: Bins of the histogram :return: Fills a histogram with the ratio information ''' - for bin in range(len(bins)): + for bin in range(len(bins)-1): x, y = c_double(1.), c_double(1.) - y_error = ratioTempGraph.GetErrorY(bin) - ratioTempGraph.GetPoint(bin, x, y) + y_error = ratioTempGraph.GetErrorY(bin+1) + ratioTempGraph.GetPoint(bin+1, x, y) + print("Bin = {}, X = {}, Y = {}, Y Error = {}".format(bin, x, y, y_error)) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) ratioHist.SetBinError(ratioHist.FindBin(x.value), y_error) From ab9b0e53246c77a0f2fc9fe3231fa89dc383404b Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 22:40:15 -0500 Subject: [PATCH 63/90] updated ratiohistfill function again --- histograms.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index c9052a7..b002988 100644 --- a/histograms.py +++ b/histograms.py @@ -151,8 +151,8 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): ''' for bin in range(len(bins)-1): x, y = c_double(1.), c_double(1.) - y_error = ratioTempGraph.GetErrorY(bin+1) - ratioTempGraph.GetPoint(bin+1, x, y) + y_error = ratioTempGraph.GetErrorY(bin) + ratioTempGraph.GetPoint(bin, x, y) print("Bin = {}, X = {}, Y = {}, Y Error = {}".format(bin, x, y, y_error)) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) ratioHist.SetBinError(ratioHist.FindBin(x.value), y_error) From eac4fb02f3e7f84ed23f67759ef6f4ba5bcf7813 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 23:04:55 -0500 Subject: [PATCH 64/90] updated ratiohistfill function to utilize TGraphAssymErrors for the purpose of creating the systematic ratios --- histograms.py | 41 +++++++++++++++++++++++++++++------------ 1 file changed, 29 insertions(+), 12 deletions(-) diff --git a/histograms.py b/histograms.py index b002988..08f2e18 100644 --- a/histograms.py +++ b/histograms.py @@ -86,18 +86,23 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): zeroth_ratio = ROOT.TGraphAsymmErrors(zeroth, pythiahist_rebinned, "pois") #Convert the TGraph ratios to histograms - min_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Minimum") - max_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Maximum") - zeroth_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Nominal") - ratioHistFill(min_ratio, min_ratio_hist, bins) - ratioHistFill(max_ratio, max_ratio_hist, bins) - ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) - - #Create the 0th ratio histogram, fill errors from the min/max + #min_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Minimum") + #max_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Maximum") + #zeroth_ratio_hist = pythiahist_rebinned.Clone("MG/Pythia Ratio Nominal") + #ratioHistFill(min_ratio, min_ratio_hist, bins) + #ratioHistFill(max_ratio, max_ratio_hist, bins) + #ratioHistFill(zeroth_ratio, zeroth_ratio_hist, bins) + + #Create systematic error plot + zeroth_ratio_sys = zeroth_ratio.Clone("MG/Pythia Ratio Systematic Errors") + setSystematicErrors(zeroth_ratio_sys, min_ratio, max_ratio, bins) + + #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - min_ratio_hist.Write("min_ratio_hist") - max_ratio_hist.Write("max_ratio_hist") - zeroth_ratio_hist.Write("zeroth_ratio_hist") + min_ratio.Write("min_ratio") + max_ratio.Write("max_ratio") + zeroth_ratio.Write("zeroth_ratio_stat") + zeroth_ratio_sys.Write("zeroth_ratio_sys") outputFile.Write() outputFile.Close() @@ -153,11 +158,23 @@ def ratioHistFill(ratioTempGraph, ratioHist, bins): x, y = c_double(1.), c_double(1.) y_error = ratioTempGraph.GetErrorY(bin) ratioTempGraph.GetPoint(bin, x, y) - print("Bin = {}, X = {}, Y = {}, Y Error = {}".format(bin, x, y, y_error)) ratioHist.SetBinContent(ratioHist.FindBin(x.value), y.value) ratioHist.SetBinError(ratioHist.FindBin(x.value), y_error) +def setSystematicErrors(zeroth_ratio, min_ratio, max_ratio, bins): + ''' + :param zeroth_ratio: TGraphAssymErrors plot for the zeroth ratio + :param min_ratio: TGraphAssymErrors plot for the min ratio + :param max_ratio: TGraphAssymErrors plot for the max ratio + :param bins: Bins used in the plots + :return: TGraphAssymErrors plot for the zeroth ratio with the systematic errors + ''' + for bin in range(len(bins)-1): + zeroth_ratio.SetPointEYhigh(bin, max_ratio.GetPointY(bin)) + zeroth_ratio.SetPointEYlow(bin, min_ratio.GetPointY(bin)) + + def error3D(): return None From f6182854e04f8ddd8ce88efbf33110e6783ea8e9 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 23:11:30 -0500 Subject: [PATCH 65/90] Attempted to fix setAssymError function --- histograms.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index 08f2e18..538c3ce 100644 --- a/histograms.py +++ b/histograms.py @@ -170,9 +170,12 @@ def setSystematicErrors(zeroth_ratio, min_ratio, max_ratio, bins): :param bins: Bins used in the plots :return: TGraphAssymErrors plot for the zeroth ratio with the systematic errors ''' + max_y = max_ratio.GetY() + min_y = min_ratio.GetY() + print("Max_y = {}".format(max_y)) for bin in range(len(bins)-1): - zeroth_ratio.SetPointEYhigh(bin, max_ratio.GetPointY(bin)) - zeroth_ratio.SetPointEYlow(bin, min_ratio.GetPointY(bin)) + zeroth_ratio.SetPointEYhigh(bin, max_y[bin]) + zeroth_ratio.SetPointEYlow(bin, min_y[bin]) def error3D(): From 42c861f3aab1844674a1038b042b07bd0ae0dbc9 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 23:41:07 -0500 Subject: [PATCH 66/90] added print statement to setSysError function for the purpose of debugging --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index 538c3ce..69b9673 100644 --- a/histograms.py +++ b/histograms.py @@ -172,8 +172,8 @@ def setSystematicErrors(zeroth_ratio, min_ratio, max_ratio, bins): ''' max_y = max_ratio.GetY() min_y = min_ratio.GetY() - print("Max_y = {}".format(max_y)) for bin in range(len(bins)-1): + print(max_y[bin], min_y[bin]) zeroth_ratio.SetPointEYhigh(bin, max_y[bin]) zeroth_ratio.SetPointEYlow(bin, min_y[bin]) From 6f30bc37c660268f1331d6df265730403952c427 Mon Sep 17 00:00:00 2001 From: ctdax Date: Wed, 22 Nov 2023 23:45:21 -0500 Subject: [PATCH 67/90] Debugged setSysError function --- histograms.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/histograms.py b/histograms.py index 69b9673..a4d660f 100644 --- a/histograms.py +++ b/histograms.py @@ -170,12 +170,14 @@ def setSystematicErrors(zeroth_ratio, min_ratio, max_ratio, bins): :param bins: Bins used in the plots :return: TGraphAssymErrors plot for the zeroth ratio with the systematic errors ''' - max_y = max_ratio.GetY() + zeroth_y = zeroth_ratio.GetY() min_y = min_ratio.GetY() + max_y = max_ratio.GetY() for bin in range(len(bins)-1): - print(max_y[bin], min_y[bin]) - zeroth_ratio.SetPointEYhigh(bin, max_y[bin]) - zeroth_ratio.SetPointEYlow(bin, min_y[bin]) + y_err_high = max_y[bin] - zeroth_y[bin] + y_err_low = zeroth_y[bin] - min_y[bin] + zeroth_ratio.SetPointEYhigh(bin, y_err_high) + zeroth_ratio.SetPointEYlow(bin, y_err_low) def error3D(): From 2b7a450e1cdd7659fb21e42c96772d47acece6b2 Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 12:48:16 -0500 Subject: [PATCH 68/90] Updated root plot axes, removed root files in the histograms directory --- histograms.py | 21 ++++++++++++------ histograms/gluglu_MGn50_GeV1000.root | Bin 54764 -> 0 bytes histograms/gluglu_MGn50_GeV1400.root | Bin 59324 -> 0 bytes histograms/gluglu_MGn50_GeV1600.root | Bin 60734 -> 0 bytes histograms/gluglu_MGn50_GeV1800.root | Bin 60845 -> 0 bytes histograms/gluglu_MGn50_GeV2000.root | Bin 61654 -> 0 bytes histograms/gluglu_MGn50_GeV2200.root | Bin 62194 -> 0 bytes histograms/gluglu_MGn50_GeV2400.root | Bin 62147 -> 0 bytes histograms/gluglu_MGn50_GeV2600.root | Bin 62103 -> 0 bytes histograms/rebinned_MG_and_pythia-M-1000.root | Bin 4809 -> 0 bytes histograms/rebinned_MG_and_pythia-M-1400.root | Bin 4815 -> 0 bytes histograms/rebinned_MG_and_pythia-M-1600.root | Bin 4826 -> 0 bytes histograms/rebinned_MG_and_pythia-M-1800.root | Bin 4812 -> 0 bytes histograms/rebinned_MG_and_pythia-M-2000.root | Bin 4835 -> 0 bytes histograms/rebinned_MG_and_pythia-M-2200.root | Bin 4831 -> 0 bytes histograms/rebinned_MG_and_pythia-M-2400.root | Bin 4834 -> 0 bytes histograms/rebinned_MG_and_pythia-M-2600.root | Bin 4837 -> 0 bytes 17 files changed, 14 insertions(+), 7 deletions(-) delete mode 100644 histograms/gluglu_MGn50_GeV1000.root delete mode 100644 histograms/gluglu_MGn50_GeV1400.root delete mode 100644 histograms/gluglu_MGn50_GeV1600.root delete mode 100644 histograms/gluglu_MGn50_GeV1800.root delete mode 100644 histograms/gluglu_MGn50_GeV2000.root delete mode 100644 histograms/gluglu_MGn50_GeV2200.root delete mode 100644 histograms/gluglu_MGn50_GeV2400.root delete mode 100644 histograms/gluglu_MGn50_GeV2600.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-1000.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-1400.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-1600.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-1800.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-2000.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-2200.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-2400.root delete mode 100644 histograms/rebinned_MG_and_pythia-M-2600.root diff --git a/histograms.py b/histograms.py index a4d660f..f5ed4dc 100644 --- a/histograms.py +++ b/histograms.py @@ -99,10 +99,16 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - min_ratio.Write("min_ratio") - max_ratio.Write("max_ratio") - zeroth_ratio.Write("zeroth_ratio_stat") - zeroth_ratio_sys.Write("zeroth_ratio_sys") + + zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors") + zeroth_ratio.SetXTitle("gluglu pT (GeV)") + zeroth_ratio.SetYTitle("MG/Pythia") + zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ stat errors") + zeroth_ratio_sys.SetXTitle("gluglu pT (GeV)") + zeroth_ratio_sys.SetYTitle("MG/Pythia") + + zeroth_ratio.Write("mg-py_stat") + zeroth_ratio_sys.Write("mg-py_sys") outputFile.Write() outputFile.Close() @@ -189,9 +195,10 @@ def error3D(): mg_rootpath_base = cwd + "/output-files/gluglu_MGn50_GeV" pythia_rootpath_base = cwd + "/output-files/pythia-M-" new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] -mgpath = mg_rootpath_base + "{}.root".format(masses[0]) -pypath = pythia_rootpath_base + "{}.root".format(masses[0]) -errorbar_ratioplot(masses[0], new_bins, mgpath, pypath, 'test{}GeV'.format(masses[0])) +for i in range(len(masses)): + mgpath = mg_rootpath_base + "{}.root".format(masses[i]) + pypath = pythia_rootpath_base + "{}.root".format(masses[i]) + errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, '/histograms/mg-py_ratio-{}GeV'.format(masses[i])) ### Plot all of the madgraph histograms ### #for i in range(len(masses)): diff --git a/histograms/gluglu_MGn50_GeV1000.root b/histograms/gluglu_MGn50_GeV1000.root deleted file mode 100644 index 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z+|U601tue(`n%iASR#Tn;Wgo6ks@a-Kayw@9KG%rU)S({Y`_%beEul}Y$Gi7#`e*e z5Hj_}ZV%I!O_6>$dcR(lCIbS?N}b()U@22~@D`-)$l4;1hwMG5+oer$a)` z#wKL1YIR0zQ{P!(d+(X4Yz*UJpifJhF`l=0q`BJ0|M&i=n}NF`Brv8pKW$%5+T+4| zE3d2t4QL-s*W&$Ajn5p66*sT?YbI>DEL&cPS5Z#Uo1CEA|NhkovntL%BrR)=27n3O zJpnC^oBlAnr+Sc2mJWGof2`S^c;E%*YX0n}$yA73=^py>RqrD8HrSrSZj*4uT&(Q3 z5HcWoh1)EWiObfrk-t=<%EU6%kj&Tdv$I5$enP07cK4WJtqQ(* zpNRBSIEFbKu&UmQssZNtl-?ZJfLu*55BcF^u^{@c&$T+dxq?$>D38WShi)9&9|IPep)(ogL%7mOf8K0Jry8WVYY!NuSjN+SBCz;rUs z&9ry-rF8AL_HTC_fs9X~lOu(mkybWAH|$0Dv&Ig-kIrG8r)&b7V7JzRgw)t`LGJ(T oC{q=j0Peo~@s!dN*qk*-jQ`Udo&AgYx0@qMtHHM5E0+xT5AI2Q8vp Date: Thu, 23 Nov 2023 12:57:52 -0500 Subject: [PATCH 69/90] Fixed axis title code --- histograms.py | 45 +++------------------------------------------ 1 file changed, 3 insertions(+), 42 deletions(-) diff --git a/histograms.py b/histograms.py index f5ed4dc..7143b26 100644 --- a/histograms.py +++ b/histograms.py @@ -1,42 +1,9 @@ from matplotlib import pyplot as plt import numpy as np -import uproot import ROOT import array import os -from ctypes import c_double, c_float - -def all_histograms(mass, mgpath, log=False, savefig=None): - ''' - :param mass: Mass of the root file - :param mgpath: Path to the root file - :param log: If True, makes the y axis log scale - :param savefig: Path to save the histogram - :return: All normalized weighted pT histograms on one plot - ''' - plt.clf() - with uproot.open(mgpath) as root: - for key in root.keys(): - if 'pTsum' in key: - if key == 'pTsum 0;1': - continue - arr = root[key].to_numpy() - normalized_frequency = arr[0]/(sum(arr[0])*50) - plt.plot(arr[1][:-1], normalized_frequency, color='dodgerblue') - plt.suptitle('Weighted pT, Gluino Target Mass = {} GeV'.format(mass)) - plt.xlabel('gluglu pT (GeV)') - plt.xlim(0, 2800) - if log: - plt.yscale('log') - plt.ylabel('Normalized Frequency (log)') - plt.ylim(0.0000001, 0.01) - else: - plt.ylabel('Normalized Frequency') - plt.ylim(0,0.01) - if savefig != None: - plt.savefig(savefig) - else: - plt.show() +from ctypes import c_double def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ''' @@ -99,14 +66,8 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - - zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors") - zeroth_ratio.SetXTitle("gluglu pT (GeV)") - zeroth_ratio.SetYTitle("MG/Pythia") - zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ stat errors") - zeroth_ratio_sys.SetXTitle("gluglu pT (GeV)") - zeroth_ratio_sys.SetYTitle("MG/Pythia") - + zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors;gluglu pT (GeV);MG/Pythia") + zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ systematic errors;gluglu pT (GeV);MG/Pythia") zeroth_ratio.Write("mg-py_stat") zeroth_ratio_sys.Write("mg-py_sys") outputFile.Write() From d7ab36b96899fdd49ada90a9613826d33aa0921c Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 13:00:43 -0500 Subject: [PATCH 70/90] Fixed output path line --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index 7143b26..49d5016 100644 --- a/histograms.py +++ b/histograms.py @@ -159,7 +159,7 @@ def error3D(): for i in range(len(masses)): mgpath = mg_rootpath_base + "{}.root".format(masses[i]) pypath = pythia_rootpath_base + "{}.root".format(masses[i]) - errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, '/histograms/mg-py_ratio-{}GeV'.format(masses[i])) + errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, 'histograms/mg-py_ratio-{}GeV'.format(masses[i])) ### Plot all of the madgraph histograms ### #for i in range(len(masses)): From 175c1fabc4e376343dd46cef1d12355d0cbd0426 Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 17:42:30 -0500 Subject: [PATCH 71/90] Added output roots --- histograms/mg-py_ratio-1000GeV.root | Bin 0 -> 5775 bytes histograms/mg-py_ratio-1400GeV.root | Bin 0 -> 5763 bytes histograms/mg-py_ratio-1600GeV.root | Bin 0 -> 5761 bytes histograms/mg-py_ratio-1800GeV.root | Bin 0 -> 5763 bytes histograms/mg-py_ratio-2000GeV.root | Bin 0 -> 5772 bytes histograms/mg-py_ratio-2200GeV.root | Bin 0 -> 5764 bytes histograms/mg-py_ratio-2400GeV.root | Bin 0 -> 5760 bytes histograms/mg-py_ratio-2600GeV.root | Bin 0 -> 5765 bytes 8 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 histograms/mg-py_ratio-1000GeV.root create mode 100644 histograms/mg-py_ratio-1400GeV.root create mode 100644 histograms/mg-py_ratio-1600GeV.root create mode 100644 histograms/mg-py_ratio-1800GeV.root create mode 100644 histograms/mg-py_ratio-2000GeV.root create mode 100644 histograms/mg-py_ratio-2200GeV.root create mode 100644 histograms/mg-py_ratio-2400GeV.root create mode 100644 histograms/mg-py_ratio-2600GeV.root diff --git a/histograms/mg-py_ratio-1000GeV.root b/histograms/mg-py_ratio-1000GeV.root new file mode 100644 index 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zG$RXaxBKN?p9}de7>j70BGo_bF_KzzVUM{Ix_FGK20d@|ibonG*SmdtbZVwdi&~^u z)b5@dF5~FnP>*G@?%?QVk@gE98PgR22OEWKwO}w}X}W8HtBW3rvR(9Y-RW63;63;C zo+*B((A3rVtE$t>2le<_{x>lVXPPzprgnNc+D($|J~M*208$|fJJdP=!JeR`H0*g9 zI@K<+)Gv}KbaXaLvlfSB*-(w9nG}Ba1zbe5x;*@2y6e7E>VeS)S4NRxVO22t8H}r! z!|;<}CYz4Ccf+mL@nFLGhUf}Dwyr1fx z`-UHz+Jj~H!5LVL@~!fSI3tO;n&RGiNoMg{F04nG(FSt{YjWQRPk;$W96U>M=OD(8 zGm;R5p_e@!@7cHwdTP(mJvjA|B%*Wr2fsqDvdboCO1_d}?kI-C>O+$v`_pcQVtQfH zTf!S*IpJSz_dPm_M|L;OCKR1Bad(%CSvsjTjdB;#0v*BLjV=WGJtLAn4%20;Zmb>t(z|%9WF)}E!Kn!{`4~5q7Ly?;h@h}5if6leW zS%;wn!_Xgf(eH>4mwpAetMBKHN^&J;F$KKQ%83v6oG+f! zi)xcCEPcjow@}y=o~%~kVRUpOsR4D76~{{zXImLLr4Z8*@zKR2ZIaiuD5bXQDH-y* zZHje`&Qn?)o;;oc11rT5^{$-$XOGi_Og3Unbi?un?-aQ;rZYsz!D^&$Dkg~0QDdZ# zC080@rW$QEv>wvIUdGULk6SF9Z8^Rp(%I_wcq3oHyKL8}><=D%Qrw%xX*`>XU4=|} zI^Qj~%Q_$!Z~k(lR0@dkTDzM=u2Ap9Buh@(JuBms;np(vIeYzg-f2t0-I6y?mJ;W0 zZQANR+iuJ!|FRf}N_ Date: Thu, 23 Nov 2023 18:24:01 -0500 Subject: [PATCH 72/90] Attempting to add legend to TGraphs, also remove line --- histograms.py | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/histograms.py b/histograms.py index 49d5016..79254eb 100644 --- a/histograms.py +++ b/histograms.py @@ -64,11 +64,18 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): zeroth_ratio_sys = zeroth_ratio.Clone("MG/Pythia Ratio Systematic Errors") setSystematicErrors(zeroth_ratio_sys, min_ratio, max_ratio, bins) + #Create the legends + legend = ROOT.TLegend() + legend.SetHeader("Mass = {} GeV\nnEntries = {}".format(mass, min_hist.GetEntries()), "C") + legend.Draw() + #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors;gluglu pT (GeV);MG/Pythia") zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ systematic errors;gluglu pT (GeV);MG/Pythia") + zeroth_ratio.Draw("AP") zeroth_ratio.Write("mg-py_stat") + zeroth_ratio_sys.Draw("AP") zeroth_ratio_sys.Write("mg-py_sys") outputFile.Write() outputFile.Close() From c1438bd18f6b9f9afc33ee50ebba29e762dbbb3d Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 18:44:16 -0500 Subject: [PATCH 73/90] Attempt 2 to add legend --- histograms.py | 9 ++++----- 1 file changed, 4 insertions(+), 5 deletions(-) diff --git a/histograms.py b/histograms.py index 79254eb..8577bbd 100644 --- a/histograms.py +++ b/histograms.py @@ -66,17 +66,16 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Create the legends legend = ROOT.TLegend() - legend.SetHeader("Mass = {} GeV\nnEntries = {}".format(mass, min_hist.GetEntries()), "C") + legend.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), + pythiahist_rebinned.GetEntries()), "C") legend.Draw() #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors;gluglu pT (GeV);MG/Pythia") zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ systematic errors;gluglu pT (GeV);MG/Pythia") - zeroth_ratio.Draw("AP") - zeroth_ratio.Write("mg-py_stat") - zeroth_ratio_sys.Draw("AP") - zeroth_ratio_sys.Write("mg-py_sys") + zeroth_ratio.Write("mg_py_stat") + zeroth_ratio_sys.Write("mg_py_sys") outputFile.Write() outputFile.Close() From 9f4f4bafc567e4172e4bff0c290cde6f6601f3e8 Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 19:04:54 -0500 Subject: [PATCH 74/90] Attempt 3 to add legend --- histograms.py | 15 ++++++++++----- 1 file changed, 10 insertions(+), 5 deletions(-) diff --git a/histograms.py b/histograms.py index 8577bbd..667492e 100644 --- a/histograms.py +++ b/histograms.py @@ -65,17 +65,22 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): setSystematicErrors(zeroth_ratio_sys, min_ratio, max_ratio, bins) #Create the legends - legend = ROOT.TLegend() - legend.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), + legend_stat = ROOT.TLegend() + legend_sys = ROOT.TLegend() + legend_stat.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), pythiahist_rebinned.GetEntries()), "C") - legend.Draw() + legend_sys.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), + pythiahist_rebinned.GetEntries()), "C") #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors;gluglu pT (GeV);MG/Pythia") zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ systematic errors;gluglu pT (GeV);MG/Pythia") - zeroth_ratio.Write("mg_py_stat") - zeroth_ratio_sys.Write("mg_py_sys") + legend_stat.AddEntry(zeroth_ratio) + legend_sys.AddEntry(zeroth_ratio_sys) + + legend_stat.Write("mg_py_stat") + legend_sys.Write("mg_py_sys") outputFile.Write() outputFile.Close() From df9ddb7cbcc422cf29210e87e01eba07f7ed8d7e Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 19:13:30 -0500 Subject: [PATCH 75/90] Removed legends, updated title instead --- histograms.py | 19 ++++--------------- 1 file changed, 4 insertions(+), 15 deletions(-) diff --git a/histograms.py b/histograms.py index 667492e..8af1363 100644 --- a/histograms.py +++ b/histograms.py @@ -64,23 +64,12 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): zeroth_ratio_sys = zeroth_ratio.Clone("MG/Pythia Ratio Systematic Errors") setSystematicErrors(zeroth_ratio_sys, min_ratio, max_ratio, bins) - #Create the legends - legend_stat = ROOT.TLegend() - legend_sys = ROOT.TLegend() - legend_stat.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), - pythiahist_rebinned.GetEntries()), "C") - legend_sys.SetHeader("Mass = {} GeV\nMG nEntries = {}\nPythia nEntries".format(mass, min_hist.GetEntries(), - pythiahist_rebinned.GetEntries()), "C") - #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - zeroth_ratio.SetTitle("MG/Pythia gluglu pT w/ stat errors;gluglu pT (GeV);MG/Pythia") - zeroth_ratio_sys.SetTitle("MG/Pythia gluglu pT w/ systematic errors;gluglu pT (GeV);MG/Pythia") - legend_stat.AddEntry(zeroth_ratio) - legend_sys.AddEntry(zeroth_ratio_sys) - - legend_stat.Write("mg_py_stat") - legend_sys.Write("mg_py_sys") + zeroth_ratio.SetTitle("MG N={}, Pythia N={}, Stat Errors;gluglu pT (GeV);MG/Pythia".format(min_hist.GetEntries(), pythiahist_rebinned.GetEntries())) + zeroth_ratio_sys.SetTitle("MG N={}, Pythia N={}, Systematic Errors;gluglu pT (GeV);MG/Pythia".format(min_hist.GetEntries(), pythiahist_rebinned.GetEntries())) + zeroth_ratio.Write("mg_py_stat") + zeroth_ratio_sys.Write("mg_py_sys") outputFile.Write() outputFile.Close() From 064324b72eb66cf190c70e2ef498a9e91de3404a Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 19:21:26 -0500 Subject: [PATCH 76/90] Fixed plot title --- histograms.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/histograms.py b/histograms.py index 8af1363..fe487e0 100644 --- a/histograms.py +++ b/histograms.py @@ -66,8 +66,8 @@ def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): #Write to the ROOT file outputFile = ROOT.TFile(outputpath + ".root", 'RECREATE') - zeroth_ratio.SetTitle("MG N={}, Pythia N={}, Stat Errors;gluglu pT (GeV);MG/Pythia".format(min_hist.GetEntries(), pythiahist_rebinned.GetEntries())) - zeroth_ratio_sys.SetTitle("MG N={}, Pythia N={}, Systematic Errors;gluglu pT (GeV);MG/Pythia".format(min_hist.GetEntries(), pythiahist_rebinned.GetEntries())) + zeroth_ratio.SetTitle("MG N={}, Pythia N={}, Stat Errors;gluglu pT (GeV);MG/Pythia".format(zeroth.GetEntries(), pythiahist_rebinned.GetEntries())) + zeroth_ratio_sys.SetTitle("MG N={}, Pythia N={}, Systematic Errors;gluglu pT (GeV);MG/Pythia".format(zeroth.GetEntries(), pythiahist_rebinned.GetEntries())) zeroth_ratio.Write("mg_py_stat") zeroth_ratio_sys.Write("mg_py_sys") outputFile.Write() From cf77958f3f62338ead67d45f6cdc4844bc2fa790 Mon Sep 17 00:00:00 2001 From: ctdax Date: Thu, 23 Nov 2023 19:25:50 -0500 Subject: [PATCH 77/90] Added revised root plots --- histograms/mg-py_ratio-1000GeV.root | Bin 5775 -> 6098 bytes histograms/mg-py_ratio-1400GeV.root | Bin 5763 -> 6092 bytes histograms/mg-py_ratio-1600GeV.root | Bin 5761 -> 6080 bytes histograms/mg-py_ratio-1800GeV.root | Bin 5763 -> 6094 bytes histograms/mg-py_ratio-2000GeV.root | Bin 5772 -> 6101 bytes histograms/mg-py_ratio-2200GeV.root | Bin 5764 -> 6091 bytes histograms/mg-py_ratio-2400GeV.root | Bin 5760 -> 6094 bytes histograms/mg-py_ratio-2600GeV.root | Bin 5765 -> 6099 bytes 8 files changed, 0 insertions(+), 0 deletions(-) diff --git a/histograms/mg-py_ratio-1000GeV.root b/histograms/mg-py_ratio-1000GeV.root index 41600ce4f16f4d45bf164d6383a2610170cef68d..21da8e0217b19dfc9227471d6c6c5224543ad088 100644 GIT binary patch literal 6098 zcmchbXHXQ;md9tvX^0|8WgK#5fB}Xa1j#uFq6}fkh%n?hBqd2yl9Dq>kR(ZhM9E1& zf(S?+B!f5tJNkC_ec7t__QP&ho$jvgd+#}QtAFSGPkXqzc>(~(0{{TP764$F#927* zUKeLToH-HTPDlWNGz9YCW)KX5}O 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zZHje`&Qn?)o;;oc11rT5^{$-$XOGi_Og3Unbi?un?-aQ;rZYsz!D^&$Dkg~0QDdZ# zC080@rW$QEv>wvIUdGULk6SF9Z8^Rp(%I_wcq3oHyKL8}><=D%Qrw%xX*`>XU4=|} zI^Qj~%Q_$!Z~k(lR0@dkTDzM=u2Ap9Buh@(JuBms;np(vIeYzg-f2t0-I6y?mJ;W0 zZQANR+iuJ!|FRf}N_ Date: Mon, 27 Nov 2023 17:15:43 -0500 Subject: [PATCH 78/90] Created fillcsv function which creates a csv containing the ratio value along with stat and sys errors for all masses at all pT --- histograms.py | 64 ++++++++++++++++++++++++++++++++------------------- test.py | 20 ++++------------ 2 files changed, 44 insertions(+), 40 deletions(-) diff --git a/histograms.py b/histograms.py index fe487e0..ccaa322 100644 --- a/histograms.py +++ b/histograms.py @@ -3,7 +3,9 @@ import ROOT import array import os +import pandas as pd from ctypes import c_double +import re def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ''' @@ -147,37 +149,51 @@ def setSystematicErrors(zeroth_ratio, min_ratio, max_ratio, bins): zeroth_ratio.SetPointEYlow(bin, y_err_low) +def fillcsv(rootpaths, bins): + ''' + :param rootpaths: List of paths to ratio root files + :param bins: Bins used in the ratio plots + :return: Saves a csv containing the relevant information + ''' + dictionary = {'mass': [], 'pT': [], 'ratio': [], 'stat': [], 'sysup': [], 'sysdown': []} + for root in rootpaths: + mass = re.search(r'(\d+)GeV', root).group(1) + file = ROOT.TFile.Open(root) + stathist = file.Get('mg_py_stat') + syshist = file.Get('mg_py_sys') + x_values = stathist.GetX() + y_values = stathist.GetY() + for bin in range(len(bins)-1): + dictionary['mass'].append(mass) + dictionary['pT'].append(x_values[bin]) + dictionary['ratio'].append(y_values[bin]) + dictionary['stat'].append(stathist.GetErrorY(bin)) + dictionary['sysup'].append(syshist.GetErrorYhigh(bin)) + dictionary['sysdown'].append(syshist.GetErrorYlow(bin)) + + df = pd.Dataframe(dictionary) + df.to_csv('ratio_information.csv', index=False) + + def error3D(): return None masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] -cwd = os.getcwd() -mg_rootpath_base = cwd + "/output-files/gluglu_MGn50_GeV" -pythia_rootpath_base = cwd + "/output-files/pythia-M-" new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] -for i in range(len(masses)): - mgpath = mg_rootpath_base + "{}.root".format(masses[i]) - pypath = pythia_rootpath_base + "{}.root".format(masses[i]) - errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, 'histograms/mg-py_ratio-{}GeV'.format(masses[i])) - -### Plot all of the madgraph histograms ### -#for i in range(len(masses)): -# all_histograms(masses[i], mg_rootpath_base+"{}.root".format(masses[i]), True, r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\log_weighted_pT_{}GeV.png".format(masses[i])) -### Plot the ratio plots ### +###Plot the ratio plots### +#cwd = os.getcwd() +#mg_rootpath_base = cwd + "/output-files/gluglu_MGn50_GeV" +#pythia_rootpath_base = cwd + "/output-files/pythia-M-" #for i in range(len(masses)): -# savefig = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_{}GeV.png".format(masses[i]) -# save_errors = r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\histograms\MG_Pythia_ratio_errors{}GeV.png".format(masses[i]) # mgpath = mg_rootpath_base + "{}.root".format(masses[i]) -# pythiapath = pythia_rootpath_base + "{}.root".format(masses[i]) -# lower_errorbar, upper_errorbar, bins = errorbar_ratioplot(masses[i], mgpath, pythiapath, savefig=savefig) -# plot_ratio_errors(lower_errorbar, upper_errorbar, bins, masses[i], savefig=save_errors) +# pypath = pythia_rootpath_base + "{}.root".format(masses[i]) +# errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, 'histograms/mg-py_ratio-{}GeV'.format(masses[i])) -### Plot the plus minus ratio errors ### -#mgpathes = [] -#pythiapathes = [] -#for i in range(len(masses)): -# mgpathes.append(mg_rootpath_base + "{}.root".format(masses[i])) -# pythiapathes.append(pythia_rootpath_base + "{}.root".format(masses[i])) -#errorbar_ratio_stackplot(masses, mgpathes, pythiapathes) \ No newline at end of file +###Fill ratio information to csv### +cwd = os.getcwd() +ratio_rootpaths = [] +for mass in masses: + ratio_rootpaths.append(cwd + "/histograms/mg-py_ratio-{}GeV.root".format(mass)) +fillcsv(ratio_rootpaths, new_bins) \ No newline at end of file diff --git a/test.py b/test.py index 42f8af2..9177f9d 100644 --- a/test.py +++ b/test.py @@ -1,17 +1,5 @@ -def midpoints(list): - ''' - :param list: List of length n - :return: List of length n-1 that include the midpoints of the original list - ''' - midpoint = [] - for i in range(len(list)): - try: - midpoint.append(list[i]+(list[i+1]-list[i])/2) - except: - break +import re - return midpoint - -list = [1,2,4,8,16] -for i in range(len(list)): - print(i) \ No newline at end of file +str = "asdf/string1000GeV.root" +match = re.search(r'(\d+)GeV', str).group(1) +print(match) \ No newline at end of file From 89674bd1e6b636f2fe22fdaec6742051022d5cae Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 27 Nov 2023 17:20:01 -0500 Subject: [PATCH 79/90] Fixed typ --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index ccaa322..d90075d 100644 --- a/histograms.py +++ b/histograms.py @@ -171,7 +171,7 @@ def fillcsv(rootpaths, bins): dictionary['sysup'].append(syshist.GetErrorYhigh(bin)) dictionary['sysdown'].append(syshist.GetErrorYlow(bin)) - df = pd.Dataframe(dictionary) + df = pd.DataFrame(dictionary) df.to_csv('ratio_information.csv', index=False) From 70bb5151270ed3cd71b17b8ba9aaf1e6aea644f8 Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 27 Nov 2023 19:45:22 -0500 Subject: [PATCH 80/90] added plot3D function which takes the data from fillcsv to create useful 3D plots --- histograms.py | 64 +++++++++++++++++++++++++++++++++++++++++++++------ test.py | 58 ++++++++++++++++++++++++++++++++++++++++++---- 2 files changed, 111 insertions(+), 11 deletions(-) diff --git a/histograms.py b/histograms.py index d90075d..4d453db 100644 --- a/histograms.py +++ b/histograms.py @@ -1,4 +1,6 @@ from matplotlib import pyplot as plt +from matplotlib import cm +from matplotlib.colors import LightSource import numpy as np import ROOT import array @@ -6,6 +8,7 @@ import pandas as pd from ctypes import c_double import re +import sys def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ''' @@ -175,8 +178,52 @@ def fillcsv(rootpaths, bins): df.to_csv('ratio_information.csv', index=False) -def error3D(): - return None +def plot3D(csvpath, statistic='ratio'): + ''' + :param csvpath: Path to the csv file created in the fillcsv function + :param statistic: Statistic to plot on the z-axis. Can be one of four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'. + These are 4 of the columns in the csv. pT and mass are plotted on the x and y axes respectively. + :return: Creates a 3D plot with the chosen statistic on the z-axis, pT on the x-axis, and mass on the y-axis. + ''' + #Check if statistic is an allowed option + allowed_options = ['ratio', 'stat', 'sysup', 'sysdown'] + if statistic not in allowed_options: + print("Error: statistic must be one of the four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'.") + sys.exit() + + #Clean the data + df = pd.read_csv(csvpath) + x, y, z_df = list(set(df['pT'])), list(set(df['mass'])), df.groupby('mass')[statistic].apply(list).reset_index()[statistic] + l = [] + for arr in z_df: + l.append(arr) + z = np.array(l) + x.sort() + y.sort() + x, y = np.meshgrid(x, y) + + #Define z axis label + if statistic == 'ratio': + zlabel = 'MG/Pythia Ratio' + elif statistic == 'stat': + zlabel = 'Statistical Uncertainty' + elif statistic == 'sysup': + zlabel = 'Upper Systematic Uncertainty' + else: + zlabel = 'Lower Systematic Uncertainty' + + #Plot the data + fig, ax = plt.subplots(subplot_kw=dict(projection='3d')) + plt.xlabel('Di-Gluino pT (GeV)') + plt.ylabel('Gluino Mass (GeV)') + ax.set_zlabel(zlabel) + ls = LightSource(270, 45) + rgb = ls.shade(z, cmap=cm.gist_earth, vert_exag=0.1, blend_mode='soft') + surf = ax.plot_surface(x, y, z, rstride=1, cstride=1, facecolors=rgb, + linewidth=0, antialiased=False, shade=False) + + plt.show() + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] @@ -192,8 +239,11 @@ def error3D(): # errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, 'histograms/mg-py_ratio-{}GeV'.format(masses[i])) ###Fill ratio information to csv### -cwd = os.getcwd() -ratio_rootpaths = [] -for mass in masses: - ratio_rootpaths.append(cwd + "/histograms/mg-py_ratio-{}GeV.root".format(mass)) -fillcsv(ratio_rootpaths, new_bins) \ No newline at end of file +#cwd = os.getcwd() +#ratio_rootpaths = [] +#for mass in masses: +# ratio_rootpaths.append(cwd + "/histograms/mg-py_ratio-{}GeV.root".format(mass)) +#fillcsv(ratio_rootpaths, new_bins) + +###Create the 3D plot### +plot3D(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\ratio_information.csv", statistic='ratio') \ No newline at end of file diff --git a/test.py b/test.py index 9177f9d..c3bf02b 100644 --- a/test.py +++ b/test.py @@ -1,5 +1,55 @@ -import re +from matplotlib import pyplot as plt +from matplotlib import cm +from matplotlib.colors import LightSource +import numpy as np +import pandas as pd +import sys -str = "asdf/string1000GeV.root" -match = re.search(r'(\d+)GeV', str).group(1) -print(match) \ No newline at end of file +def plot3D(csvpath, statistic='ratio'): + ''' + :param csvpath: Path to the csv file created in the fillcsv function + :param statistic: Statistic to plot on the z-axis. Can be one of four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'. + These are 4 of the columns in the csv. pT and mass are plotted on the x and y axes respectively. + :return: Creates a 3D plot with the chosen statistic on the z-axis, pT on the x-axis, and mass on the y-axis. + ''' + #Check if statistic is an allowed option + allowed_options = ['ratio', 'stat', 'sysup', 'sysdown'] + if statistic not in allowed_options: + print("Error: statistic must be one of the four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'.") + sys.exit() + + #Clean the data + df = pd.read_csv(csvpath) + x, y, z_df = list(set(df['pT'])), list(set(df['mass'])), df.groupby('mass')[statistic].apply(list).reset_index()[statistic] + l = [] + for arr in z_df: + l.append(arr) + z = np.array(l) + x.sort() + y.sort() + x, y = np.meshgrid(x, y) + + #Define z axis label + if statistic == 'ratio': + zlabel = 'MG/Pythia Ratio' + elif statistic == 'stat': + zlabel = 'Statistical Uncertainty' + elif statistic == 'sysup': + zlabel = 'Upper Systematic Uncertainty' + else: + zlabel = 'Lower Systematic Uncertainty' + + #Plot the data + fig, ax = plt.subplots(subplot_kw=dict(projection='3d')) + plt.xlabel('Di-Gluino pT (GeV)') + plt.ylabel('Gluino Mass (GeV)') + ax.set_zlabel(zlabel) + ls = LightSource(270, 45) + rgb = ls.shade(z, cmap=cm.gist_earth, vert_exag=0.1, blend_mode='soft') + surf = ax.plot_surface(x, y, z, rstride=1, cstride=1, facecolors=rgb, + linewidth=0, antialiased=False, shade=False) + + plt.show() + + +plot3D(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\ratio_information.csv", statistic='sysdown') \ No newline at end of file From 3c847f53cee133bb2fe87d65d215e1ddf4c871ef Mon Sep 17 00:00:00 2001 From: ctdax Date: Mon, 27 Nov 2023 19:45:49 -0500 Subject: [PATCH 81/90] added the 3d plots --- histograms/3d_ratios.png | Bin 0 -> 67036 bytes histograms/3d_stat_errors.png | Bin 0 -> 73020 bytes histograms/3d_sysdown_errors.png | Bin 0 -> 67085 bytes 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files changed, 55 insertions(+), 9 deletions(-) diff --git a/.idea/MGP8_ISRStudy_LAdev.iml b/.idea/MGP8_ISRStudy_LAdev.iml index aee9ef2..952e30f 100644 --- a/.idea/MGP8_ISRStudy_LAdev.iml +++ b/.idea/MGP8_ISRStudy_LAdev.iml @@ -4,7 +4,7 @@ - + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml index a971a2c..120a0a2 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,4 @@ - + \ No newline at end of file diff --git a/histograms.py b/histograms.py index 4d453db..a01f964 100644 --- a/histograms.py +++ b/histograms.py @@ -9,6 +9,7 @@ from ctypes import c_double import re import sys +import seaborn def errorbar_ratioplot(mass, bins, mgpath, pythiapath, outputpath): ''' @@ -225,12 +226,54 @@ def plot3D(csvpath, statistic='ratio'): plt.show() +def heatmap(csvpath, statistic='ratio'): + ''' + :param csvpath: Path to the csv file created in the fillcsv function + :param statistic: Statistic to plot on the z-axis. Can be one of four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'. + These are 4 of the columns in the csv. pT and mass are plotted on the x and y axes respectively. + :return: Creates a heatmap with the chosen statistic on the color scale, pT on the x-axis, and mass on the y-axis. + ''' + #Check if statistic is an allowed option + allowed_options = ['ratio', 'stat', 'sysup', 'sysdown'] + if statistic not in allowed_options: + print("Error: statistic must be one of the four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'.") + sys.exit() + + #Clean the data + df = pd.read_csv(csvpath) + x, y, z_df = list(set(df['pT'])), list(set(df['mass'])), df.groupby('mass')[statistic].apply(list).reset_index()[statistic] + l = [] + for arr in z_df: + l.append(arr) + z = np.array(l) + x.sort() + y.sort() + + #Define z axis label + if statistic == 'ratio': + zlabel = 'MG/Pythia Ratio' + elif statistic == 'stat': + zlabel = 'Statistical Uncertainty' + elif statistic == 'sysup': + zlabel = 'Upper Systematic Uncertainty' + else: + zlabel = 'Lower Systematic Uncertainty' + + #Plot the data + ax = seaborn.heatmap(z, cmap='coolwarm', xticklabels=x, yticklabels=y, cbar_kws={'label': zlabel}) + ax.invert_yaxis() + plt.xticks(rotation=45) + plt.xlabel('Di-Gluino pT (GeV)') + plt.ylabel('Gluino Mass (GeV)') + plt.show() + #plt.savefig("histograms/" + statistic + "_heatmap.png") + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] +cwd = os.getcwd() ###Plot the ratio plots### -#cwd = os.getcwd() #mg_rootpath_base = cwd + "/output-files/gluglu_MGn50_GeV" #pythia_rootpath_base = cwd + "/output-files/pythia-M-" #for i in range(len(masses)): @@ -245,5 +288,5 @@ def plot3D(csvpath, statistic='ratio'): # ratio_rootpaths.append(cwd + "/histograms/mg-py_ratio-{}GeV.root".format(mass)) #fillcsv(ratio_rootpaths, new_bins) -###Create the 3D plot### -plot3D(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\ratio_information.csv", statistic='ratio') \ No newline at end of file +###Create the heatmap### +heatmap(cwd + "/ratio_information.csv", statistic='ratio') \ No newline at end of file diff --git a/test.py b/test.py index c3bf02b..7740371 100644 --- a/test.py +++ b/test.py @@ -1,3 +1,5 @@ +import os + from matplotlib import pyplot as plt from matplotlib import cm from matplotlib.colors import LightSource @@ -46,10 +48,11 @@ def plot3D(csvpath, statistic='ratio'): ax.set_zlabel(zlabel) ls = LightSource(270, 45) rgb = ls.shade(z, cmap=cm.gist_earth, vert_exag=0.1, blend_mode='soft') - surf = ax.plot_surface(x, y, z, rstride=1, cstride=1, facecolors=rgb, - linewidth=0, antialiased=False, shade=False) + #surf = ax.plot_surface(x, y, z, rstride=1, cstride=1, facecolors=rgb, + # linewidth=0, antialiased=False, shade=False) + ax.bar3d(x, y, z, 50, 150, 0.1, zsort='average') plt.show() - -plot3D(r"C:\Users\Colby\PycharmProjects\MGP8_ISRStudy_LAdev\ratio_information.csv", statistic='sysdown') \ No newline at end of file +cwd = os.getcwd() +plot3D(cwd + "/ratio_information.csv", statistic='ratio') \ No newline at end of file From eab1159d0be9fab050bb7e04c7d976f1a5d58f55 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Thu, 30 Nov 2023 15:34:27 -0500 Subject: [PATCH 83/90] Updated fillcsv and heatmap functions to account for ratio delta statistic. Also added heatmaps --- histograms.py | 43 +++++++++--- histograms/delta_heatmap.png | Bin 0 -> 50261 bytes histograms/ratio_heatmap.png | Bin 0 -> 48258 bytes histograms/stat_heatmap.png | Bin 0 -> 52208 bytes histograms/sysdown_heatmap.png | Bin 0 -> 55216 bytes histograms/sysup_heatmap.png | Bin 0 -> 52613 bytes ratio_information.csv | 121 +++++++++++++++++++++++++++++++++ testfill.root | Bin 0 -> 3865 bytes 8 files changed, 153 insertions(+), 11 deletions(-) create mode 100644 histograms/delta_heatmap.png create mode 100644 histograms/ratio_heatmap.png create mode 100644 histograms/stat_heatmap.png create mode 100644 histograms/sysdown_heatmap.png create mode 100644 histograms/sysup_heatmap.png create mode 100644 ratio_information.csv create mode 100644 testfill.root diff --git a/histograms.py b/histograms.py index a01f964..ea0ae3d 100644 --- a/histograms.py +++ b/histograms.py @@ -159,7 +159,7 @@ def fillcsv(rootpaths, bins): :param bins: Bins used in the ratio plots :return: Saves a csv containing the relevant information ''' - dictionary = {'mass': [], 'pT': [], 'ratio': [], 'stat': [], 'sysup': [], 'sysdown': []} + dictionary = {'mass': [], 'pT': [], 'ratio': [], 'stat': [], 'sysup': [], 'sysdown': [], 'delta': []} for root in rootpaths: mass = re.search(r'(\d+)GeV', root).group(1) file = ROOT.TFile.Open(root) @@ -168,12 +168,32 @@ def fillcsv(rootpaths, bins): x_values = stathist.GetX() y_values = stathist.GetY() for bin in range(len(bins)-1): + ratio = y_values[bin] + sysup = syshist.GetErrorYhigh(bin) + sysdown = syshist.GetErrorYlow(bin) + dictionary['mass'].append(mass) dictionary['pT'].append(x_values[bin]) - dictionary['ratio'].append(y_values[bin]) + dictionary['ratio'].append(ratio) dictionary['stat'].append(stathist.GetErrorY(bin)) - dictionary['sysup'].append(syshist.GetErrorYhigh(bin)) - dictionary['sysdown'].append(syshist.GetErrorYlow(bin)) + dictionary['sysup'].append(sysup) + dictionary['sysdown'].append(sysdown) + + #Check if the ratio + systematic error encapsulates 1. If so, return delta = 0. Otherwise, return the magnitude of the difference + if ratio > 1: + delta = ratio - sysdown + if delta <= 1: + dictionary['delta'].append(0) + else: + dictionary['delta'].append(delta - 1) + elif ratio < 1: + delta = ratio + sysup + if delta >= 1: + dictionary['delta'].append(0) + else: + dictionary['delta'].append(1 - delta) + else: + dictionary['delta'].append(0) df = pd.DataFrame(dictionary) df.to_csv('ratio_information.csv', index=False) @@ -229,14 +249,14 @@ def plot3D(csvpath, statistic='ratio'): def heatmap(csvpath, statistic='ratio'): ''' :param csvpath: Path to the csv file created in the fillcsv function - :param statistic: Statistic to plot on the z-axis. Can be one of four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'. - These are 4 of the columns in the csv. pT and mass are plotted on the x and y axes respectively. + :param statistic: Statistic to plot on the z-axis. Can be one of four options: 'ratio' (defualt), 'stat', 'sysup', 'sysdown', or 'delta'. + These are 5 of the columns in the csv. pT and mass are plotted on the x and y axes respectively. :return: Creates a heatmap with the chosen statistic on the color scale, pT on the x-axis, and mass on the y-axis. ''' #Check if statistic is an allowed option - allowed_options = ['ratio', 'stat', 'sysup', 'sysdown'] + allowed_options = ['ratio', 'stat', 'sysup', 'sysdown', 'delta'] if statistic not in allowed_options: - print("Error: statistic must be one of the four options: 'ratio' (defualt), 'stat', 'sysup', or 'sysdown'.") + print("Error: statistic must be one of the five options: 'ratio' (defualt), 'stat', 'sysup', 'sysdown', or 'delta'.") sys.exit() #Clean the data @@ -256,8 +276,10 @@ def heatmap(csvpath, statistic='ratio'): zlabel = 'Statistical Uncertainty' elif statistic == 'sysup': zlabel = 'Upper Systematic Uncertainty' - else: + elif statistic == 'sysdown': zlabel = 'Lower Systematic Uncertainty' + else: + zlabel = '|(Ratio + Sigma) - 1|' #Plot the data ax = seaborn.heatmap(z, cmap='coolwarm', xticklabels=x, yticklabels=y, cbar_kws={'label': zlabel}) @@ -282,11 +304,10 @@ def heatmap(csvpath, statistic='ratio'): # errorbar_ratioplot(masses[i], new_bins, mgpath, pypath, 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zR@J7h{*aE<{&Hzgnd3B?XdsI#Z((J+nl{GRzmH333VzvAGTUxRi;2B;!{}hYEAEa@ zd8v%aIO!9}V4?S2p?*IS)-50VqF<34#3d#sMtXUx7eV_H29MGAImx?t&N91`9`&-l zP6X*RD{~U2+~3dxi|8`cnI911&LrXw-YY`z&H$*PVA`OLBKRi?y8E)78!e zY+p!M9nbtNRTbqS&Q!NBvVY@&eq~-(H)5=bMy@!q z=*I)st9|2}Osy~H#M&3Ws|93`&4rk}Ja(NFdTGh_2lGdThCw)IbVv0-HN%XeEglRM zG`XohO>`h_k&;lGKf3oUe*o2C8RRz!H5i-a4MG>K3cqqjZs}I*YF#~lddbb~VEW|J z?WA&5RMK|k_VY|?HRMY$c=q1DX{X$7lt6=2>f!l34$n(GW4NF$8RbbIx+zwY5C|M`UPhrB!U*v1eM8lRHasa z?%%!`o^SvB0k&|$BO_khv+EOj-R(@WLXRmOg=1vYRCKOW6DmS+xZI#tB~DGXr5SwX zW-wRDwfN$9)?}#qtq)UWLhyI4+k78?(azOzxcG(F?B&i)2(U5HHyGM`H62!)wu$KN z$KNksp~I+*ow~s(!A#OpB5GSb<(ie}AW%#{SD=~l=cF^c@JrU`KCq{N1Qj8Fbv@iL zDhjkkP%z1hUXk>BCoM%yDazlG*(-b!F&(LP-cn+bmi2`3ir&ad?BqRUQ50RXDm8!y zPBTj=L%(v|?ULcy>{R4kMl2%^L4ZP+ Date: Thu, 14 Dec 2023 15:57:57 -0500 Subject: [PATCH 84/90] Updated the fillcsv function to fix the delta statistic --- histograms.py | 18 ++++-------------- 1 file changed, 4 insertions(+), 14 deletions(-) diff --git a/histograms.py b/histograms.py index ea0ae3d..1f05195 100644 --- a/histograms.py +++ b/histograms.py @@ -180,20 +180,10 @@ def fillcsv(rootpaths, bins): dictionary['sysdown'].append(sysdown) #Check if the ratio + systematic error encapsulates 1. If so, return delta = 0. Otherwise, return the magnitude of the difference - if ratio > 1: - delta = ratio - sysdown - if delta <= 1: - dictionary['delta'].append(0) - else: - dictionary['delta'].append(delta - 1) - elif ratio < 1: - delta = ratio + sysup - if delta >= 1: - dictionary['delta'].append(0) - else: - dictionary['delta'].append(1 - delta) + if ratio >= 1: + dictionary['delta'].append((ratio - 1)/sysdown) else: - dictionary['delta'].append(0) + dictionary['delta'].append((1 - ratio)/sysup) df = pd.DataFrame(dictionary) df.to_csv('ratio_information.csv', index=False) @@ -279,7 +269,7 @@ def heatmap(csvpath, statistic='ratio'): elif statistic == 'sysdown': zlabel = 'Lower Systematic Uncertainty' else: - zlabel = '|(Ratio + Sigma) - 1|' + zlabel = 'Sigma Away From 1' #Plot the data ax = seaborn.heatmap(z, cmap='coolwarm', xticklabels=x, yticklabels=y, cbar_kws={'label': zlabel}) From 6d9e476c71b33721fd0800c4601b48b82857b25c Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Fri, 15 Dec 2023 11:29:08 -0500 Subject: [PATCH 85/90] Added stackplot ratio function --- histograms.py | 22 +++- ratio_information.csv | 240 +++++++++++++++++++++--------------------- 2 files changed, 141 insertions(+), 121 deletions(-) diff --git a/histograms.py b/histograms.py index 1f05195..e2c1667 100644 --- a/histograms.py +++ b/histograms.py @@ -280,6 +280,23 @@ def heatmap(csvpath, statistic='ratio'): plt.show() #plt.savefig("histograms/" + statistic + "_heatmap.png") +def stackplot_ratios(csvpath): + ''' + :param csvpath: Path to the csv file created in the fillcsv function + :return: Root file containing the ratio stat plots of each mass on one plot + ''' + df = pd.read_csv(csvpath) + masses = df['mass'].unique() + for mass in m: + subdf = df[df['mass'] == mass] + plt.errorbar(subdf['pT'], subdf['ratio'], subdf['stat'], capsize=5, label="{} GeV".format(mass)) + plt.xlabel('pT (GeV)') + plt.ylabel('MG/Pythia') + plt.suptitle('All Ratios with Statistical Uncertainties') + plt.legend() + plt.show() + + masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] new_bins = [0,50,100,150,200,250,300,350,450,550,650,800,950,1150,1450,2800] @@ -300,4 +317,7 @@ def heatmap(csvpath, statistic='ratio'): #fillcsv(ratio_rootpaths, new_bins) ###Create the heatmap### -heatmap(cwd + "/ratio_information.csv", statistic='delta') \ No newline at end of file +#heatmap(cwd + "/ratio_information.csv", statistic='ratio') + +###Create the ratio stackplot### +stackplot_ratios(cwd + "/ratio_information.csv") \ No newline at end of file diff --git a/ratio_information.csv b/ratio_information.csv index e33eb3b..65c9d74 100644 --- a/ratio_information.csv +++ b/ratio_information.csv @@ -1,121 +1,121 @@ mass,pT,ratio,stat,sysup,sysdown,delta -1000,25.0,0.9943686174057648,0.007982364456484297,0.07816063093076264,0.01981174560668819,0.0 -1000,75.0,0.9786578417102675,0.009777395522316521,0.04437868365302322,0.0,0.0 -1000,125.0,0.9816726358226767,0.012319611869908884,0.021570195564492578,0.0038399345088026005,0.0 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+2600,500.0,1.0205702807074615,0.021774484183672956,0.05991964638511593,0.07755568526217071,0.26523240221429684 +2600,600.0,1.07986616978354,0.029591674727321174,0.06803474672533416,0.0977301967973021,0.8172107741600788 +2600,725.0,1.1211453294850284,0.032079624388966124,0.0697818215555337,0.1232377437319443,0.9830213197389666 +2600,875.0,1.2397713895527487,0.04956062679638852,0.09978395356777203,0.14639207920791897,1.6378713305397088 +2600,1050.0,1.1517346987513122,0.05254597166621827,0.0781177105490809,0.1706481664092605,0.8891668861381803 +2600,1300.0,1.2450991413432484,0.0737994668614983,0.08855086516161426,0.22123822549673755,1.1078516869900619 +2600,2125.0,1.440247146088374,0.12538037024348153,0.10954866974958599,0.3294905978605336,1.3361447912232118 From 969a9cb456797f1fab0d442e14a6cdccbee93461 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Fri, 15 Dec 2023 11:29:29 -0500 Subject: [PATCH 86/90] Fixed stackplot ratio function --- histograms.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index e2c1667..e309727 100644 --- a/histograms.py +++ b/histograms.py @@ -287,7 +287,7 @@ def stackplot_ratios(csvpath): ''' df = pd.read_csv(csvpath) masses = df['mass'].unique() - for mass in m: + for mass in masses: subdf = df[df['mass'] == mass] plt.errorbar(subdf['pT'], subdf['ratio'], subdf['stat'], capsize=5, label="{} GeV".format(mass)) plt.xlabel('pT (GeV)') From c7ad3b1416b61dd5219ce93d0ba3154d30bafb3a Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Tue, 19 Dec 2023 13:52:56 -0500 Subject: [PATCH 87/90] Updated stackplot function --- histograms.py | 10 +++++++++- 1 file changed, 9 insertions(+), 1 deletion(-) diff --git a/histograms.py b/histograms.py index e309727..64f78c1 100644 --- a/histograms.py +++ b/histograms.py @@ -287,9 +287,17 @@ def stackplot_ratios(csvpath): ''' df = pd.read_csv(csvpath) masses = df['mass'].unique() + colors = ['dodgerblue', 'lightskyblue', 'paleturquoise', 'gainsboro', 'peachpuff', 'coral', 'orangered', 'indianred'] + edgecolors = ['steelblue', 'deepskyblue', 'mediumturquoise', 'silver', 'sandybrown', 'tomato', 'red', 'firebrick'] + alphas = [0.5, 0.5, 0.75, 0.75, 0.75, 0.75, 0.5, 0.5] + i=0 for mass in masses: subdf = df[df['mass'] == mass] - plt.errorbar(subdf['pT'], subdf['ratio'], subdf['stat'], capsize=5, label="{} GeV".format(mass)) + plt.plot(subdf['pT'], subdf['ratio'], label="{} GeV".format(mass), alpha=0.25, color=colors[i]) + yplus = np.add(subdf['ratio'], subdf['stat']) + yminus = np.subtract(subdf['ratio'], subdf['stat']) + plt.fill_between(subdf['pT'], yplus, yminus, alpha=alphas[i], antialiased=True, color=colors[i], edgecolor=edgecolors[i]) + i+=1 plt.xlabel('pT (GeV)') plt.ylabel('MG/Pythia') plt.suptitle('All Ratios with Statistical Uncertainties') From 429eb9ae056f8e7cb9d5efd828022aaf73163497 Mon Sep 17 00:00:00 2001 From: Colby Thompson Date: Tue, 19 Dec 2023 16:13:45 -0500 Subject: [PATCH 88/90] Updated stackplot function to include options for systematic uncertainties, error bands, and different masses. --- histograms.py | 51 ++++++++++++++++++++++++++++++++++++--------------- 1 file changed, 36 insertions(+), 15 deletions(-) diff --git a/histograms.py b/histograms.py index 64f78c1..59e23a7 100644 --- a/histograms.py +++ b/histograms.py @@ -280,30 +280,51 @@ def heatmap(csvpath, statistic='ratio'): plt.show() #plt.savefig("histograms/" + statistic + "_heatmap.png") -def stackplot_ratios(csvpath): +def stackplot_ratios(csvpath, figpath=None, statistical=True, masses=None, error_bands=False): ''' :param csvpath: Path to the csv file created in the fillcsv function + :param figpath: Path to save the plot, if None just shows the plot + :param statistical: If true, plots the stat errorbars, if false, plots the systematic errorbars + :param masses: Allows for plotting of custom masses + :param error_bands: If true, plots the error bands :return: Root file containing the ratio stat plots of each mass on one plot ''' df = pd.read_csv(csvpath) - masses = df['mass'].unique() - colors = ['dodgerblue', 'lightskyblue', 'paleturquoise', 'gainsboro', 'peachpuff', 'coral', 'orangered', 'indianred'] - edgecolors = ['steelblue', 'deepskyblue', 'mediumturquoise', 'silver', 'sandybrown', 'tomato', 'red', 'firebrick'] - alphas = [0.5, 0.5, 0.75, 0.75, 0.75, 0.75, 0.5, 0.5] - i=0 + if masses == None: + masses = df['mass'].unique() + + if statistical: + error = 'Statistical' + else: + error = 'Systematic' + + colors = {1000: 'dodgerblue', 1400: 'lightskyblue', 1600: 'paleturquoise', 1800: 'gainsboro', 2000: 'peachpuff', 2200: 'coral', 2400: 'orangered', 2600: 'indianred'} + edgecolors = {1000: 'steelblue', 1400: 'deepskyblue', 1600: 'mediumturquoise', 1800: 'silver', 2000: 'sandybrown', 2200: 'tomato', 2400: 'red', 2600: 'firebrick'} + alphas = {1000: 0.5, 1400: 0.5, 1600: 0.75, 1800: 0.75, 2000: 0.75, 2200: 0.75, 2400: 0.5, 2600: 0.5} for mass in masses: subdf = df[df['mass'] == mass] - plt.plot(subdf['pT'], subdf['ratio'], label="{} GeV".format(mass), alpha=0.25, color=colors[i]) - yplus = np.add(subdf['ratio'], subdf['stat']) - yminus = np.subtract(subdf['ratio'], subdf['stat']) - plt.fill_between(subdf['pT'], yplus, yminus, alpha=alphas[i], antialiased=True, color=colors[i], edgecolor=edgecolors[i]) - i+=1 + if error_bands: + plt.plot(subdf['pT'], subdf['ratio'], label="{} GeV".format(mass), alpha=0.25, color=colors[mass]) + if statistical: + yplus = np.add(subdf['ratio'], subdf['stat']) + yminus = np.subtract(subdf['ratio'], subdf['stat']) + else: + yplus = np.add(subdf['ratio'], subdf['sysup']) + yminus = np.subtract(subdf['ratio'], subdf['sysdown']) + plt.fill_between(subdf['pT'], yplus, yminus, alpha=alphas[mass], antialiased=True, color=colors[mass], edgecolor=edgecolors[mass]) + else: + if statistical: + plt.errorbar(subdf['pT'], subdf['ratio'], subdf['stat'], capsize=5, label="{} GeV".format(mass), alpha=0.75, color=colors[mass]) + else: + plt.errorbar(subdf['pT'], subdf['ratio'], (subdf['sysdown'], subdf['sysup']), capsize=5, label="{} GeV".format(mass), alpha=0.75, color=colors[mass]) plt.xlabel('pT (GeV)') plt.ylabel('MG/Pythia') - plt.suptitle('All Ratios with Statistical Uncertainties') + plt.suptitle('Mass Ratios with {} Uncertainties'.format(error)) plt.legend() - plt.show() - + if figpath == None: + plt.show() + else: + plt.savefig(figpath) masses = [1000, 1400, 1600, 1800, 2000, 2200, 2400, 2600] @@ -328,4 +349,4 @@ def stackplot_ratios(csvpath): #heatmap(cwd + "/ratio_information.csv", statistic='ratio') ###Create the ratio stackplot### -stackplot_ratios(cwd + "/ratio_information.csv") \ No newline at end of file +stackplot_ratios(cwd + "/ratio_information.csv", figpath=None, statistical=True, masses=[1000,2600], error_bands=True) \ No newline at end of file From 12df14d28aa1f4e368761b03de661ba1721f518c Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Tue, 30 Jan 2024 11:25:10 -0500 Subject: [PATCH 89/90] Update README.md --- README.md | 29 ++--------------------------- 1 file changed, 2 insertions(+), 27 deletions(-) diff --git a/README.md b/README.md index 7083a31..60411e6 100644 --- a/README.md +++ b/README.md @@ -76,30 +76,5 @@ When passing Madgraph samples to truth.py, the target status must be given as a ```python truth.py inputFiles_load='./input-files/.list' outputFilename='./output-files/.root' targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 2>&1 | tee ./text-logs/.txt``` -**Current Status** -```[cthompso@lxplus773 src]$ python truth.py inputFiles_load=input-files/MGgluino2018_n50.list outputFilename=real_MG.root targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 -('input=', ['root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18MiniAODv2/SMS-T5qqqqWH_TuneCP5_13TeV-madgraphMLM-pythia8/MINIAODSIM/FSUL18_106X_upgrade2018_realistic_v16_L1v1-v3/50000/E8E03006-260C-1C4F-A818-8A682CE0CE15.root', 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'root://cmsxrootd.fnal.gov///store/mc/RunIISummer20UL18MiniAODv2/SMS-T5qqqqWH_TuneCP5_13TeV-madgraphMLM-pythia8/MINIAODSIM/FSUL18_106X_upgrade2018_realistic_v16_L1v1-v3/50000/4A74C330-8476-EE4B-BCEE-495C0ACEF9C5.root']) -('output=', ) -('real_MG.root', 1000) -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -TFile::Append:0: RuntimeWarning: Replacing existing TH1: pTsum {} (Potential memory leak). -Unable to load sec.protocol plugin libXrdSecztn.so -Unable to load sec.protocol plugin libXrdSecztn.so -Unable to load sec.protocol plugin libXrdSecztn.so -Unable to load sec.protocol plugin libXrdSecztn.so -Unable to load sec.protocol plugin libXrdSecztn.so -Running... -Traceback (most recent call last): - File "truth.py", line 125, in - eventinfo = handles["generator"].product() - File "/cvmfs/cms.cern.ch/slc7_amd64_gcc820/cms/cmssw/CMSSW_10_6_30/python/DataFormats/FWLite/__init__.py", line 87, in product - raise self._exception -RuntimeError: ("getByLabel not called for '%s'", ) -[cthompso@lxplus773 src]$``` +**Status Code** +When inputting madgraph files use targetStatus=62 From 55a02fefba702a1f7286fcb6abdcb345c0f8d8af Mon Sep 17 00:00:00 2001 From: Colby Thompson <52970623+ctdax@users.noreply.github.com> Date: Tue, 30 Jan 2024 11:25:37 -0500 Subject: [PATCH 90/90] Update README.md --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 60411e6..ef3b682 100644 --- a/README.md +++ b/README.md @@ -77,4 +77,5 @@ When passing Madgraph samples to truth.py, the target status must be given as a ```python truth.py inputFiles_load='./input-files/.list' outputFilename='./output-files/.root' targetMass=1000 isAOD=False printEvery=1000 targetStatus=62 2>&1 | tee ./text-logs/.txt``` **Status Code** + When inputting madgraph files use targetStatus=62

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.../MG_Pythia_ratio_doublewidth1400GeV.png | Bin 0 -> 20523 bytes .../MG_Pythia_ratio_doublewidth1600GeV.png | Bin 0 -> 21047 bytes .../MG_Pythia_ratio_doublewidth1800GeV.png | Bin 0 -> 19833 bytes .../MG_Pythia_ratio_doublewidth2000GeV.png | Bin 0 -> 23082 bytes .../MG_Pythia_ratio_doublewidth2200GeV.png | Bin 0 -> 18568 bytes .../MG_Pythia_ratio_doublewidth2400GeV.png | Bin 0 -> 21333 bytes .../MG_Pythia_ratio_doublewidth2600GeV.png | Bin 0 -> 19734 bytes histograms/weighted_pT_1000GeV.png | Bin 0 -> 26030 bytes histograms/weighted_pT_1400GeV.png | Bin 0 -> 26176 bytes histograms/weighted_pT_1600GeV.png | Bin 0 -> 26177 bytes histograms/weighted_pT_1800GeV.png | Bin 0 -> 26162 bytes histograms/weighted_pT_2000GeV.png | Bin 0 -> 26476 bytes histograms/weighted_pT_2200GeV.png | Bin 0 -> 26890 bytes histograms/weighted_pT_2400GeV.png | Bin 0 -> 22976 bytes histograms/weighted_pT_2600GeV.png | Bin 0 -> 22854 bytes 24 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 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