{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Introduction\n",
"\n",
"QA plots for the single particle in calorimeters and reconstructed as calorimetric jet objects"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:44.771645Z",
"iopub.status.busy": "2025-03-24T22:25:44.770936Z",
"iopub.status.idle": "2025-03-24T22:25:44.776873Z",
"shell.execute_reply": "2025-03-24T22:25:44.775780Z"
}
},
"outputs": [],
"source": [
"# imports to write dynamic markdown contents\n",
"import os\n",
"from IPython.display import display, Markdown, Latex\n",
"from IPython.display import HTML"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:44.780763Z",
"iopub.status.busy": "2025-03-24T22:25:44.779970Z",
"iopub.status.idle": "2025-03-24T22:25:44.793731Z",
"shell.execute_reply": "2025-03-24T22:25:44.792699Z"
}
},
"outputs": [
{
"data": {
"text/markdown": [
"*For the result HTML page:* "
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/html": [
"<script>\n",
"code_show=true; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" $('div.jp-CodeMirrorEditor').hide(); // for newer versions of nbviewer.org\n",
" } else {\n",
" $('div.input').show();\n",
" $('div.jp-CodeMirrorEditor').show(); // for newer versions of nbviewer.org\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"<form action=\"javascript:code_toggle()\"><input type=\"submit\" value=\"Click here to toggle on/off the raw code.\"></form>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# turn off/on code for the result HTML page\n",
"\n",
"display(Markdown('*For the result HTML page:* '))\n",
" \n",
"HTML('''<script>\n",
"code_show=true; \n",
"function code_toggle() {\n",
" if (code_show){\n",
" $('div.input').hide();\n",
" $('div.jp-CodeMirrorEditor').hide(); // for newer versions of nbviewer.org\n",
" } else {\n",
" $('div.input').show();\n",
" $('div.jp-CodeMirrorEditor').show(); // for newer versions of nbviewer.org\n",
" }\n",
" code_show = !code_show\n",
"} \n",
"$( document ).ready(code_toggle);\n",
"</script>\n",
"<form action=\"javascript:code_toggle()\"><input type=\"submit\" value=\"Click here to toggle on/off the raw code.\"></form>''')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:44.837490Z",
"iopub.status.busy": "2025-03-24T22:25:44.836826Z",
"iopub.status.idle": "2025-03-24T22:25:53.732320Z",
"shell.execute_reply": "2025-03-24T22:25:53.730474Z"
}
},
"outputs": [
{
"data": {
"text/markdown": [
"pyROOT env check:"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"via sPHENIX software distribution at `/var/lib/jenkins/workspace/sPHENIX/Build-Master-gcc14/build/new/install.1`"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# initialization\n",
"\n",
"display(Markdown('pyROOT env check:'))\n",
"\n",
"import ROOT\n",
"\n",
"OFFLINE_MAIN = os.getenv(\"OFFLINE_MAIN\")\n",
"if OFFLINE_MAIN is not None:\n",
" display(Markdown(f\"via sPHENIX software distribution at `{OFFLINE_MAIN}`\"))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:53.736300Z",
"iopub.status.busy": "2025-03-24T22:25:53.735977Z",
"iopub.status.idle": "2025-03-24T22:25:53.863563Z",
"shell.execute_reply": "2025-03-24T22:25:53.862314Z"
}
},
"outputs": [
{
"data": {
"text/markdown": [
"View the source code repository at https://github.com/sPHENIX-Collaboration/QA-gallery.git"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import subprocess\n",
"\n",
"try:\n",
" git_url = \\\n",
" subprocess.run(['git','remote','get-url','origin'], stdout=subprocess.PIPE)\\\n",
" .stdout.decode('utf-8').strip()\\\n",
" .replace('git@github.com:','https://github.com/')\n",
"\n",
" display(Markdown(f\"View the source code repository at {git_url}\"))\n",
"except: # catch *all* exceptions\n",
" # well do nothing\n",
" pass\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:53.867579Z",
"iopub.status.busy": "2025-03-24T22:25:53.867164Z",
"iopub.status.idle": "2025-03-24T22:25:53.990312Z",
"shell.execute_reply": "2025-03-24T22:25:53.989370Z"
}
},
"outputs": [
{
"data": {
"text/markdown": [
"Some further details about the QA run, if executed under the Jenkins CI:"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"* The commit being checked is sPHENIX-Collaboration/coresoftware/a31efaeddc6c0746d9d331f2948fb8ec821d73ac"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"* Link to the pull request: https://github.com/sPHENIX-Collaboration/coresoftware/pull/3493"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"* Link to the build: https://web.sdcc.bnl.gov/jenkins-sphenix/job/sPHENIX/job/test-calo-single-qa/8112/"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"* Download the QA ROOT files: https://web.sdcc.bnl.gov/jenkins-sphenix/job/sPHENIX/job/test-calo-single-qa/8112/display/redirect?page=artifacts"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"Automatically generated by [sPHENIX Jenkins continuous integration](https://web.sdcc.bnl.gov/jenkins-sphenix/) [](https://www.sphenix.bnl.gov/web/) [](https://jenkins.io/)"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"display(Markdown('Some further details about the QA run, if executed under the Jenkins CI:'))\n",
"\n",
"checkrun_repo_commit = os.getenv(\"checkrun_repo_commit\")\n",
"if checkrun_repo_commit is not None:\n",
" display(Markdown(f\"* The commit being checked is {checkrun_repo_commit}\"))\n",
" \n",
"ghprbPullLink = os.getenv(\"ghprbPullLink\")\n",
"if ghprbPullLink is not None:\n",
" display(Markdown(f\"* Link to the pull request: {ghprbPullLink}\"))\n",
"\n",
"BUILD_URL = os.getenv(\"BUILD_URL\")\n",
"if BUILD_URL is not None:\n",
" display(Markdown(f\"* Link to the build: {BUILD_URL}\"))\n",
"\n",
"RUN_ARTIFACTS_DISPLAY_URL = os.getenv(\"RUN_ARTIFACTS_DISPLAY_URL\")\n",
"if RUN_ARTIFACTS_DISPLAY_URL is not None:\n",
" display(Markdown(f\"* Download the QA ROOT files: {RUN_ARTIFACTS_DISPLAY_URL}\"))\n",
"\n",
"JENKINS_URL = os.getenv(\"JENKINS_URL\")\n",
"if JENKINS_URL is not None:\n",
" display(Markdown(f\"Automatically generated by [sPHENIX Jenkins continuous integration]({JENKINS_URL}) [](https://www.sphenix.bnl.gov/web/) [](https://jenkins.io/)\"))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"\n",
"# Initialization"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:53.994056Z",
"iopub.status.busy": "2025-03-24T22:25:53.993678Z",
"iopub.status.idle": "2025-03-24T22:25:54.601348Z",
"shell.execute_reply": "2025-03-24T22:25:54.600080Z"
},
"scrolled": true
},
"outputs": [],
"source": [
"%%cpp -d\n",
"\n",
"#include \"QA_Draw_Utility.C\"\n",
"\n",
"#include <sPhenixStyle.C>\n",
"\n",
"#include <TFile.h>\n",
"#include <TLine.h>\n",
"#include <TString.h>\n",
"#include <TTree.h>\n",
"#include <cassert>\n",
"#include <cmath>"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:54.605347Z",
"iopub.status.busy": "2025-03-24T22:25:54.604957Z",
"iopub.status.idle": "2025-03-24T22:25:55.481699Z",
"shell.execute_reply": "2025-03-24T22:25:55.480438Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"sPhenixStyle: Applying nominal settings.\n",
"sPhenixStyle: ROOT6 mode\n"
]
}
],
"source": [
"%%cpp\n",
"\n",
"SetsPhenixStyle();\n",
"TVirtualFitter::SetDefaultFitter(\"Minuit2\");\n",
"\n",
"// test sPHENIX lib load\n",
"// gSystem->Load(\"libg4eval.so\");\n",
"\n",
"// test libs\n",
"// gSystem->ListLibraries();"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:55.485298Z",
"iopub.status.busy": "2025-03-24T22:25:55.485075Z",
"iopub.status.idle": "2025-03-24T22:25:55.633191Z",
"shell.execute_reply": "2025-03-24T22:25:55.632091Z"
}
},
"outputs": [],
"source": [
"%jsroot on"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Inputs and file checks"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:55.637510Z",
"iopub.status.busy": "2025-03-24T22:25:55.637153Z",
"iopub.status.idle": "2025-03-24T22:25:55.748347Z",
"shell.execute_reply": "2025-03-24T22:25:55.747158Z"
}
},
"outputs": [],
"source": [
"\n",
"qa_file_name_new = os.getenv(\"qa_file_name_new\")\n",
"if qa_file_name_new is None:\n",
" qa_file_name_new = \"G4sPHENIX_pi+_pT30_Sum15_qa.root\"\n",
" display(Markdown(f\"`qa_file_name_new` env not set. use the default `qa_file_name_new={qa_file_name_new}`\"))\n",
"\n",
"qa_file_name_ref = os.getenv(\"qa_file_name_ref\")\n",
"if qa_file_name_ref is None:\n",
" qa_file_name_ref = \"reference/G4sPHENIX_pi+_pT30_Sum15_qa.root\"\n",
" display(Markdown(f\"`qa_file_name_ref` env not set. use the default `qa_file_name_ref={qa_file_name_ref}`\"))\n",
"elif qa_file_name_ref == 'None':\n",
" qa_file_name_ref = None\n",
" display(Markdown(f\"`qa_file_name_ref` = None and we are set to not to use the reference histograms\"))\n",
" \n"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:55.752208Z",
"iopub.status.busy": "2025-03-24T22:25:55.751334Z",
"iopub.status.idle": "2025-03-24T22:25:55.933702Z",
"shell.execute_reply": "2025-03-24T22:25:55.932513Z"
}
},
"outputs": [
{
"data": {
"text/markdown": [
"Openning QA file at `G4sPHENIX_e-_pT4_Sum10_qa.root`"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
"text/markdown": [
"Openning QA reference file at `reference/G4sPHENIX_e-_pT4_Sum10_qa.root`"
],
"text/plain": [
"<IPython.core.display.Markdown object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# qa_file_new = ROOT.TFile.Open(qa_file_name_new);\n",
"\n",
"# assert qa_file_new.IsOpen()\n",
"# qa_file_new.ls()\n",
"display(Markdown(f\"Openning QA file at `{qa_file_name_new}`\"))\n",
"ROOT.gInterpreter.ProcessLine(f\"TFile *qa_file_new = new TFile(\\\"{qa_file_name_new}\\\");\")\n",
"ROOT.gInterpreter.ProcessLine(f\"const char * qa_file_name_new = \\\"{qa_file_name_new}\\\";\")\n",
"\n",
"if qa_file_name_ref is not None:\n",
"# qa_file_ref = ROOT.TFile.Open(qa_file_name_ref);\n",
"\n",
"# assert qa_file_ref.IsOpen()\n",
" display(Markdown(f\"Openning QA reference file at `{qa_file_name_ref}`\"))\n",
" ROOT.gInterpreter.ProcessLine(f\"TFile *qa_file_ref = new TFile(\\\"{qa_file_name_ref}\\\");\")\n",
" ROOT.gInterpreter.ProcessLine(f\"const char * qa_file_name_ref = \\\"{qa_file_name_ref}\\\";\")\n",
"else:\n",
" ROOT.gInterpreter.ProcessLine(f\"TFile *qa_file_ref = nullptr;\")\n",
" ROOT.gInterpreter.ProcessLine(f\"const char * qa_file_name_ref = nullptr;\")\n"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:55.937645Z",
"iopub.status.busy": "2025-03-24T22:25:55.937427Z",
"iopub.status.idle": "2025-03-24T22:25:56.061306Z",
"shell.execute_reply": "2025-03-24T22:25:56.060032Z"
},
"scrolled": true
},
"outputs": [],
"source": [
"%%cpp\n",
"\n",
"if (qa_file_new == nullptr) \n",
"{\n",
" cout <<\"Error, can not open QA root file\"<<qa_file_name_new<<endl;\n",
" exit(1);\n",
"}\n",
"\n",
"// list inputs histograms if needed\n",
"// qa_file_new ->ls();\n",
"\n",
"//TFile *qa_file_ref = NULL;\n",
"//if (qa_file_name_ref)\n",
"//{\n",
"// qa_file_ref = new TFile(qa_file_name_ref);\n",
"// \n",
"// if (qa_file_ref == nullptr) \n",
"// {\n",
"// cout <<\"Error, can not open QA root file\"<<qa_file_name_ref<<endl;\n",
"// exit(1);\n",
"// }\n",
"//}"
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:56.066373Z",
"iopub.status.busy": "2025-03-24T22:25:56.065869Z",
"iopub.status.idle": "2025-03-24T22:25:56.221519Z",
"shell.execute_reply": "2025-03-24T22:25:56.220287Z"
}
},
"outputs": [],
"source": [
"%%cpp -d\n",
"\n",
"// Jet utility functions\n",
"\n",
"\n",
"void QA_Draw_Jet_Spectrum(\n",
" const char *jet = \"h_QAG4SimJet_AntiKt_Truth_r07\")\n",
"{\n",
"\n",
" // obtain normalization\n",
" double Nevent_new = 1;\n",
" double Nevent_ref = 1;\n",
"\n",
" if (qa_file_new)\n",
" {\n",
" TH1D *h_norm = (TH1D *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Normalization\"), \"TH1D\");\n",
" assert(h_norm);\n",
"\n",
" Nevent_new = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin(\"Event\"));\n",
" }\n",
" if (qa_file_ref)\n",
" {\n",
" TH1D *h_norm = (TH1D *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Normalization\"), \"TH1D\");\n",
" assert(h_norm);\n",
"\n",
" Nevent_ref = h_norm->GetBinContent(h_norm->GetXaxis()->FindBin(\"Event\"));\n",
" }\n",
"\n",
" TCanvas *c1 = new TCanvas(TString(\"QA_Draw_Jet_Spectrum_\") + TString(jet),\n",
" TString(\"QA_Draw_Jet_Spectrum_\") + TString(jet), 950, 600);\n",
" c1->Divide(4, 2);\n",
" int idx = 1;\n",
" TPad *p;\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_eta\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_eta\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_phi\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_phi\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Et\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Et\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Mass\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Mass\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogx();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CompSize\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CompSize\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CEMC_Ratio\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CEMC_Ratio\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CEMC_HCalIN_Ratio\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_CEMC_HCalIN_Ratio\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
"\n",
" if (TString(jet).Contains(\"Truth\"))\n",
" {\n",
" // truth jets\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" p->SetLogy();\n",
"\n",
" {\n",
" TH1F *h_new = (TH1F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Leakage_Ratio\"), \"TH1F\");\n",
" assert(h_new);\n",
"\n",
" h_new->Rebin(2);\n",
" // h_new->Sumw2();\n",
" h_new->Scale(1. / Nevent_new);\n",
"\n",
" TH1F *h_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" h_ref = (TH1F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + TString(\"_Leading_Leakage_Ratio\"), \"TH1F\");\n",
" assert(h_ref);\n",
"\n",
" h_ref->Rebin(2);\n",
" h_ref->Scale(1. / Nevent_ref);\n",
" }\n",
"\n",
" h_new->GetYaxis()->SetTitleOffset(1.5);\n",
" h_new->GetYaxis()->SetTitle(\"Count / event / bin\");\n",
" // h_new->GetXaxis()->SetRangeUser(-0, .1);\n",
"\n",
" DrawReference(h_new, h_ref);\n",
" }\n",
" }\n",
"\n",
"// PutInputFileName(c1, .04, qa_file_name_new, qa_file_name_ref);\n",
" c1->Draw();\n",
" \n",
" // SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), false);\n",
" \n",
"}\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# $R=0.7$ Jets spectrums\n",
"\n",
"Check the particular set of jets with $R=0.7$ parameters"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Truth jet spectrum\n",
"\n",
"Jet the details of the truth jet. Since only one particle is used in this simulation, the number of component is 1 and jet mass is 0."
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:56.225854Z",
"iopub.status.busy": "2025-03-24T22:25:56.225506Z",
"iopub.status.idle": "2025-03-24T22:25:56.608525Z",
"shell.execute_reply": "2025-03-24T22:25:56.607430Z"
}
},
"outputs": [
{
"data": {
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"\n",
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"</div>\n",
"\n",
"<script>\n",
"\n",
"function display_root_plot_1742855156557(Core) {\n",
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],
"source": [
"%%cpp\n",
"\n",
"QA_Draw_Jet_Spectrum(\"h_QAG4SimJet_AntiKt_Truth_r07\");\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Reco tower jet spectrum\n",
"\n",
"Jet the details of the reco tower jet in response to this single particle"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:56.614337Z",
"iopub.status.busy": "2025-03-24T22:25:56.613852Z",
"iopub.status.idle": "2025-03-24T22:25:56.764619Z",
"shell.execute_reply": "2025-03-24T22:25:56.763368Z"
}
},
"outputs": [
{
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" Core.draw(\"root_plot_1742855156754\", obj, \"\");\n",
"}\n",
"\n",
"function script_load_root_plot_1742855156754(src, on_error) {\n",
" let script = document.createElement('script');\n",
" script.src = src;\n",
" script.onload = function() { display_root_plot_1742855156754(JSROOT); };\n",
" script.onerror = function() { script.remove(); on_error(); };\n",
" document.head.appendChild(script);\n",
"}\n",
"\n",
"if (typeof requirejs !== 'undefined') {\n",
"\n",
" // We are in jupyter notebooks, use require.js which should be configured already\n",
" requirejs.config({\n",
" paths: { 'JSRootCore' : [ 'build/jsroot', 'https://root.cern/js/7.7.2/build/jsroot', 'https://jsroot.gsi.de/7.7.2/build/jsroot' ] }\n",
" })(['JSRootCore'], function(Core) {\n",
" display_root_plot_1742855156754(Core);\n",
" });\n",
"\n",
"} else if (typeof JSROOT !== 'undefined') {\n",
"\n",
" // JSROOT already loaded, just use it\n",
" display_root_plot_1742855156754(JSROOT);\n",
"\n",
"} else {\n",
"\n",
" // We are in jupyterlab without require.js, directly loading jsroot\n",
" // Jupyterlab might be installed in a different base_url so we need to know it.\n",
" try {\n",
" var base_url = JSON.parse(document.getElementById('jupyter-config-data').innerHTML).baseUrl;\n",
" } catch(_) {\n",
" var base_url = '/';\n",
" }\n",
"\n",
" // Try loading a local version of requirejs and fallback to cdn if not possible.\n",
" script_load_root_plot_1742855156754(base_url + 'static/build/jsroot.js', function(){\n",
" console.error('Fail to load JSROOT locally, please check your jupyter_notebook_config.py file');\n",
" script_load_root_plot_1742855156754('https://root.cern/js/7.7.2/build/jsroot.js', function(){\n",
" document.getElementById(\"root_plot_1742855156754\").innerHTML = \"Failed to load JSROOT\";\n",
" });\n",
" });\n",
"}\n",
"\n",
"</script>\n"
],
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]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%cpp\n",
"\n",
"QA_Draw_Jet_Spectrum(\"h_QAG4SimJet_AntiKt_Tower_r07\");\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Jet-Truth matching\n",
"\n",
"Bunch of plots matching reco jet to truth jet"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:56.768928Z",
"iopub.status.busy": "2025-03-24T22:25:56.768251Z",
"iopub.status.idle": "2025-03-24T22:25:56.886647Z",
"shell.execute_reply": "2025-03-24T22:25:56.885418Z"
}
},
"outputs": [],
"source": [
"%%cpp\n",
"\n",
"//! jet family, tower, cluster or track jets \n",
"const char *jet_family = \"AntiKt_Tower\";\n",
"\n",
"//! drawing energy range\n",
"const double min_Et = 10;\n",
"const double max_Et = 80;\n"
]
},
{
"cell_type": "code",
"execution_count": 16,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:56.891095Z",
"iopub.status.busy": "2025-03-24T22:25:56.890445Z",
"iopub.status.idle": "2025-03-24T22:25:57.115533Z",
"shell.execute_reply": "2025-03-24T22:25:57.114419Z"
}
},
"outputs": [],
"source": [
"%%cpp -d\n",
"\n",
"// utility of drawing a matching pair\n",
"\n",
"vector<TGraphErrors *>\n",
"QA_Draw_Jet_TruthMatching(const char *jet =\n",
" \"h_QAG4SimJet_AntiKt_Truth_r07_AntiKt_Tower_r07\")\n",
"{\n",
"\n",
" vector<TGraphErrors *> resolution_collections;\n",
"\n",
" TCanvas *c1 = new TCanvas(\n",
" TString(\"QA_Draw_Jet_TruthMatching_\") + TString(jet),\n",
" TString(\"QA_Draw_Jet_TruthMatching_\") + TString(jet), 950, 600);\n",
" c1->Divide(3, 2);\n",
" int idx = 1;\n",
" TPad *p;\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *proj_new = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dPhi\", \"TH2F\");\n",
"\n",
" assert(proj_new);\n",
"\n",
" proj_new->Rebin2D(1, 5);\n",
"\n",
" TGraphErrors *ge = FitProfile(proj_new);\n",
"\n",
" proj_new->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" proj_new->GetYaxis()->SetTitleOffset(1.5);\n",
" proj_new->Draw(\"COLZ\");\n",
"\n",
" TGraphErrors *ge_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *proj_ref = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dPhi\", \"TH2F\");\n",
" assert(proj_ref);\n",
" proj_ref->Rebin2D(1, 5);\n",
" TGraphErrors *ge_ref = FitProfile(proj_ref);\n",
" }\n",
" DrawReference(ge, ge_ref);\n",
"\n",
" resolution_collections.push_back(ge);\n",
" }\n",
" TLine *l = new TLine(min_Et, 0, max_Et, 00);\n",
" l->Draw();\n",
" \n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *proj_new = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dEta\", \"TH2F\");\n",
"\n",
" assert(proj_new);\n",
"\n",
" proj_new->Rebin2D(1, 5);\n",
" TGraphErrors *ge = FitProfile(proj_new);\n",
"\n",
" proj_new->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" proj_new->GetYaxis()->SetTitleOffset(1.5);\n",
" proj_new->Draw(\"COLZ\");\n",
" proj_new->SetTitle(jet);\n",
"\n",
" TGraphErrors *ge_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *proj_ref = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dEta\", \"TH2F\");\n",
" assert(proj_ref);\n",
" proj_ref->Rebin2D(1, 5);\n",
" TGraphErrors *ge_ref = FitProfile(proj_ref);\n",
" }\n",
" DrawReference(ge, ge_ref);\n",
"\n",
" resolution_collections.push_back(ge);\n",
" }\n",
" l = new TLine(min_Et, 0, max_Et, 00);\n",
" l->Draw();\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *proj_new = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dE\", \"TH2F\");\n",
"\n",
" assert(proj_new);\n",
"\n",
" // proj_new->Rebin2D(1,5);\n",
"\n",
" TGraphErrors *ge = FitProfile(proj_new);\n",
"\n",
" proj_new->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" proj_new->GetYaxis()->SetTitleOffset(1.5);\n",
" proj_new->Draw(\"COLZ\");\n",
" proj_new->SetTitle(jet);\n",
"\n",
" TGraphErrors *ge_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *proj_ref = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dE\", \"TH2F\");\n",
" assert(proj_ref);\n",
" proj_ref->Rebin2D(1, 5);\n",
" TGraphErrors *ge_ref = FitProfile(proj_ref);\n",
" }\n",
" DrawReference(ge, ge_ref);\n",
"\n",
" resolution_collections.push_back(ge);\n",
" }\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *proj_new = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dEt\", \"TH2F\");\n",
"\n",
" assert(proj_new);\n",
"\n",
" // proj_new->Rebin2D(1,5);\n",
" TGraphErrors *ge = FitProfile(proj_new);\n",
"\n",
" proj_new->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" proj_new->GetYaxis()->SetTitleOffset(1.5);\n",
" proj_new->Draw(\"COLZ\");\n",
" proj_new->SetTitle(jet);\n",
"\n",
" TGraphErrors *ge_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *proj_ref = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_dEt\", \"TH2F\");\n",
" assert(proj_ref);\n",
" proj_ref->Rebin2D(1, 5);\n",
" TGraphErrors *ge_ref = FitProfile(proj_ref);\n",
" }\n",
" DrawReference(ge, ge_ref);\n",
"\n",
" resolution_collections.push_back(ge);\n",
" }\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *h2 = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\", \"TH2F\");\n",
" assert(h2);\n",
"\n",
" TH1 *h_norm = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\" + \"_All\", 1, 1);\n",
" // TH1 * h_pass = h2->ProjectionX(\n",
" // TString(jet) + \"_Matching_Count_Truth_Et\" + \"_Matched\", 2, 2);// inclusive match\n",
" TH1 *h_pass = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\" + \"_Matched\", 3, 3); // unique match\n",
" assert(h_norm);\n",
" assert(h_pass);\n",
" TH1 *h_ratio = GetBinominalRatio(h_pass, h_norm);\n",
"\n",
" h_ratio->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" h_ratio->GetYaxis()->SetTitle(\"Reco efficiency\");\n",
" h_ratio->GetYaxis()->SetRangeUser(-0, 1.2);\n",
"\n",
" TH1 *h_ratio_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *h2 = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\", \"TH2F\");\n",
" assert(h2);\n",
" TH1 *h_norm = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\" + \"_All\", 1, 1);\n",
" // TH1 * h_pass = h2->ProjectionX(\n",
" // TString(jet) + \"_Matching_Count_Truth_Et\" + \"_Matched\", 2, 2);// inclusive match\n",
" TH1 *h_pass = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Truth_Et\" + \"_Matched\", 3, 3); // unique match\n",
" assert(h_norm);\n",
" assert(h_pass);\n",
" h_ratio_ref = GetBinominalRatio(h_pass, h_norm);\n",
" }\n",
"\n",
" DrawReference(h_ratio, h_ratio_ref, true);\n",
"\n",
" resolution_collections.push_back(new TGraphErrors(h_ratio));\n",
" }\n",
"\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
"\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" {\n",
" TH2F *h2 = (TH2F *) qa_file_new->GetObjectChecked(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\", \"TH2F\");\n",
" assert(h2);\n",
"\n",
" TH1 *h_norm = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\" + \"_All\", 1, 1);\n",
" // TH1 * h_pass = h2->ProjectionX(\n",
" // TString(jet) + \"_Matching_Count_Reco_Et\" + \"_Matched\", 2, 2); // inclusive match\n",
" TH1 *h_pass = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\" + \"_Matched\", 3, 3); // unique match\n",
" assert(h_norm);\n",
" assert(h_pass);\n",
" TH1 *h_ratio = GetBinominalRatio(h_pass, h_norm);\n",
"\n",
" h_ratio->GetXaxis()->SetRangeUser(min_Et, max_Et);\n",
" h_ratio->GetYaxis()->SetTitle(\"Reconstruction Purity\");\n",
" h_ratio->GetYaxis()->SetRangeUser(-0, 1.2);\n",
"\n",
" TH1 *h_ratio_ref = NULL;\n",
" if (qa_file_ref)\n",
" {\n",
" TH2F *h2 = (TH2F *) qa_file_ref->GetObjectChecked(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\", \"TH2F\");\n",
" assert(h2);\n",
"\n",
" TH1 *h_norm = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\" + \"_All\", 1, 1);\n",
" // TH1 * h_pass = h2->ProjectionX(\n",
" // TString(jet) + \"_Matching_Count_Reco_Et\" + \"_Matched\", 2, 2); // inclusive match\n",
" TH1 *h_pass = h2->ProjectionX(\n",
" TString(jet) + \"_Matching_Count_Reco_Et\" + \"_Matched\", 3, 3); // unique match\n",
" assert(h_norm);\n",
" assert(h_pass);\n",
" h_ratio_ref = GetBinominalRatio(h_pass, h_norm);\n",
" }\n",
"\n",
" DrawReference(h_ratio, h_ratio_ref, true);\n",
"\n",
" resolution_collections.push_back(new TGraphErrors(h_ratio));\n",
" }\n",
"\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
"\n",
"// PutInputFileName(c1, .04, qa_file_name_new, qa_file_name_ref);\n",
" c1->Draw();\n",
" //SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), false);\n",
" \n",
" return resolution_collections;\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 17,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:57.119118Z",
"iopub.status.busy": "2025-03-24T22:25:57.118749Z",
"iopub.status.idle": "2025-03-24T22:25:57.235022Z",
"shell.execute_reply": "2025-03-24T22:25:57.233818Z"
}
},
"outputs": [],
"source": [
"%%cpp\n",
"{\n",
"// qa_file_new->GetListOfKeys().Print()\n",
"// qa_file_new->ls();\n",
"// QA_Draw_Jet_TruthMatching(\"h_QAG4SimJet_AntiKt_Truth_r07_AntiKt_Tower_r07\");\n",
"\n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Kinematic dependent Jet matching plots for various radius"
]
},
{
"cell_type": "code",
"execution_count": 18,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:57.238984Z",
"iopub.status.busy": "2025-03-24T22:25:57.238602Z",
"iopub.status.idle": "2025-03-24T22:25:57.702803Z",
"shell.execute_reply": "2025-03-24T22:25:57.701597Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Seraching for jet pairs in 419 QA histograms with pattern h_QAG4SimJet_.*_r[0-9]*_AntiKt_Tower_r[0-9]*_Matching_Count_Truth_Et\n",
"QA_Draw_Jet_Summary - process jet pair h_QAG4SimJet_AntiKt_Truth_r02_AntiKt_Tower_r02 with radius = 0.2\n",
"QA_Draw_Jet_Summary - process jet pair h_QAG4SimJet_AntiKt_Truth_r04_AntiKt_Tower_r04 with radius = 0.4\n",
"QA_Draw_Jet_Summary - process jet pair h_QAG4SimJet_AntiKt_Truth_r07_AntiKt_Tower_r07 with radius = 0.7\n"
]
},
{
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"source": [
"%%cpp\n",
"\n",
"// buffer for results\n",
"vector<float> vec_radius;\n",
"vector<TGraphErrors *> vec_phi_res;\n",
"vector<TGraphErrors *> vec_eta_res;\n",
"vector<TGraphErrors *> vec_e_res;\n",
"vector<TGraphErrors *> vec_et_res;\n",
"vector<TGraphErrors *> vec_reco_eff;\n",
"vector<TGraphErrors *> vec_purity;\n",
"\n",
"{\n",
" \n",
" // list and process all jets\n",
" TList *hist_key_list = qa_file_new->GetListOfKeys();\n",
" TString s_re_fullname = Form(\n",
" \"h_QAG4SimJet_.*_r[0-9]*_%s_r[0-9]*_Matching_Count_Truth_Et\",\n",
" jet_family); // regular expression for search\n",
" TRegexp re_fullname(s_re_fullname, false);\n",
" \n",
" cout <<\"Seraching for jet pairs in \"<<hist_key_list->GetSize()<<\" QA histograms with pattern \"<<s_re_fullname<<endl;\n",
" for (int i = 0; i < hist_key_list->GetSize(); ++i)\n",
" {\n",
" TString key_name = hist_key_list->At(i)->GetName();\n",
"\n",
" if (key_name.Index(re_fullname) == kNPOS)\n",
" continue;\n",
"\n",
" // cout << \" key_name = \" << key_name << endl;\n",
" TString jet_pair_name = key_name(0,\n",
" key_name.Length() - TString(\"_Matching_Count_Truth_Et\").Length()); // remove suffix\n",
"\n",
" // cout << \"Processing jet_pair_name = \" << jet_pair_name << endl;\n",
"\n",
" //get jet radius\n",
" TRegexp re_jetradius(\"_r[0-9]*\", false);\n",
" Ssiz_t index_radius = key_name.Index(re_jetradius); // first radius\n",
" index_radius = key_name.Index(re_jetradius, index_radius + 1); // second radius\n",
" assert(index_radius != kNPOS);\n",
" float radius = 0;\n",
" sscanf(key_name(index_radius, 100).Data(), \"_r%f\", &radius);\n",
" // cout << \" index_radius = \" << index_radius << endl;\n",
" assert(radius != 0);\n",
" radius /= 10; // jet radius convention in DST names\n",
"\n",
" cout << \"QA_Draw_Jet_Summary - process jet pair \" << jet_pair_name\n",
" << \" with radius = \" << radius << endl;\n",
"\n",
" vector<TGraphErrors *> resolution_efficiency_summary(\n",
" QA_Draw_Jet_TruthMatching(jet_pair_name));\n",
"\n",
" //save results\n",
" vec_radius.push_back(radius);\n",
" vec_phi_res.push_back(resolution_efficiency_summary[0]);\n",
" vec_eta_res.push_back(resolution_efficiency_summary[1]);\n",
" vec_e_res.push_back(resolution_efficiency_summary[2]);\n",
" vec_et_res.push_back(resolution_efficiency_summary[3]);\n",
" vec_reco_eff.push_back(resolution_efficiency_summary[4]);\n",
" vec_purity.push_back(resolution_efficiency_summary[5]);\n",
"\n",
" }\n",
" \n",
"}"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Summary plot as function of jet parameter"
]
},
{
"cell_type": "code",
"execution_count": 19,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:57.706531Z",
"iopub.status.busy": "2025-03-24T22:25:57.706239Z",
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"shell.execute_reply": "2025-03-24T22:25:57.922717Z"
}
},
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" Core.settings.HandleKeys = false;\n",
" Core.draw(\"root_plot_1742855157913\", obj, \"\");\n",
"}\n",
"\n",
"function script_load_root_plot_1742855157913(src, on_error) {\n",
" let script = document.createElement('script');\n",
" script.src = src;\n",
" script.onload = function() { display_root_plot_1742855157913(JSROOT); };\n",
" script.onerror = function() { script.remove(); on_error(); };\n",
" document.head.appendChild(script);\n",
"}\n",
"\n",
"if (typeof requirejs !== 'undefined') {\n",
"\n",
" // We are in jupyter notebooks, use require.js which should be configured already\n",
" requirejs.config({\n",
" paths: { 'JSRootCore' : [ 'build/jsroot', 'https://root.cern/js/7.7.2/build/jsroot', 'https://jsroot.gsi.de/7.7.2/build/jsroot' ] }\n",
" })(['JSRootCore'], function(Core) {\n",
" display_root_plot_1742855157913(Core);\n",
" });\n",
"\n",
"} else if (typeof JSROOT !== 'undefined') {\n",
"\n",
" // JSROOT already loaded, just use it\n",
" display_root_plot_1742855157913(JSROOT);\n",
"\n",
"} else {\n",
"\n",
" // We are in jupyterlab without require.js, directly loading jsroot\n",
" // Jupyterlab might be installed in a different base_url so we need to know it.\n",
" try {\n",
" var base_url = JSON.parse(document.getElementById('jupyter-config-data').innerHTML).baseUrl;\n",
" } catch(_) {\n",
" var base_url = '/';\n",
" }\n",
"\n",
" // Try loading a local version of requirejs and fallback to cdn if not possible.\n",
" script_load_root_plot_1742855157913(base_url + 'static/build/jsroot.js', function(){\n",
" console.error('Fail to load JSROOT locally, please check your jupyter_notebook_config.py file');\n",
" script_load_root_plot_1742855157913('https://root.cern/js/7.7.2/build/jsroot.js', function(){\n",
" document.getElementById(\"root_plot_1742855157913\").innerHTML = \"Failed to load JSROOT\";\n",
" });\n",
" });\n",
"}\n",
"\n",
"</script>\n"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%cpp\n",
"\n",
"{\n",
" \n",
" // plot\n",
" TCanvas *c1 = new TCanvas(\n",
" TString(\"QA_Draw_Jet_Summary_\") + TString(jet_family),\n",
" TString(\"QA_Draw_Jet_Summary_\") + TString(jet_family), 950, 600);\n",
" c1->Divide(3, 2);\n",
" int idx = 1;\n",
" TPad *p;\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" TH1 *h_frame =\n",
" p->DrawFrame(min_Et, -.1, max_Et, .1,\n",
" TString(jet_family) + \" #phi Reconstruction;E_{T, Truth} (GeV);#phi_{Reco} - #phi_{Truth} (rad)\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" TLine *l = new TLine(min_Et, 0, max_Et, 0);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" TLegend *legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_phi_res[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" h_frame =\n",
" p->DrawFrame(min_Et, -.1, max_Et, .1,\n",
" TString(jet_family) + \" #eta Reconstruction;E_{T, Truth} (GeV);#eta_{Reco} - #eta_{Truth}\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" l = new TLine(min_Et, 0, max_Et, 0);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_eta_res[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" h_frame = p->DrawFrame(min_Et, 0, max_Et, 2,\n",
" TString(jet_family) + \" Jet Energy Reconstruction;E_{Truth} (GeV);E_{Reco} / E_{Truth}\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_e_res[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" h_frame =\n",
" p->DrawFrame(min_Et, 0, max_Et, 2,\n",
" TString(jet_family) + \" Jet E_{T} Reconstruction;E_{T, Truth} (GeV);E_{T, Reco} / E_{T, Truth}\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_et_res[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" h_frame = p->DrawFrame(min_Et, 0, max_Et, 1.2,\n",
" TString(jet_family) + \" Reco Efficiency;E_{T, Truth} (GeV);Reco efficiency\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_reco_eff[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // ------------------------------------\n",
" p = (TPad *) c1->cd(idx++);\n",
" c1->Update();\n",
" // p->SetLogz();\n",
"\n",
" h_frame = p->DrawFrame(min_Et, 0, max_Et, 1.2,\n",
" TString(jet_family) + \" Reconstruction Purity;E_{T, Reco} (GeV);Reconstruction Purity\");\n",
" // h_frame->GetYaxis()->SetTitleOffset(1.01);\n",
" l = new TLine(min_Et, 1, max_Et, 1);\n",
" l->Draw();\n",
" p->SetGridx(0);\n",
" p->SetGridy(0);\n",
" legend = new TLegend(0.7, 0.2, .95, 0.5);\n",
" legend->SetFillColor(kWhite);\n",
" legend->SetFillStyle(1001);\n",
" legend->SetLineWidth(2);\n",
" legend->SetLineColor(kBlack);\n",
" legend->SetLineStyle(kSolid);\n",
" for (int i = 0; i < vec_radius.size(); ++i)\n",
" {\n",
" const float radius = vec_radius[i];\n",
"\n",
" TGraphErrors *ge = vec_purity[i];\n",
" assert(ge);\n",
" ge = new TGraphErrors(*ge); // make a copy\n",
"\n",
" ge->SetLineColor(i + 2); // automatic color scheme from ROOT\n",
" ge->SetMarkerColor(i + 2); // automatic color scheme from ROOT\n",
" for (int idata = 0; idata < ge->GetN(); ++idata)\n",
" {\n",
" (ge->GetX())[idata] += i * 0.5; // shift x a little bit\n",
" (ge->GetEX())[idata] = 0; // no x error bar\n",
" }\n",
" ge->Draw(\"p E l\");\n",
" legend->AddEntry(ge, Form(\"r = %.1f\", radius), \"elp\");\n",
" }\n",
" legend->Draw();\n",
"\n",
" // PutInputFileName(c1, .03, qa_file_name_new, qa_file_name_ref);\n",
" c1->Draw();\n",
" //SaveCanvas(c1, TString(qa_file_name_new) + TString(c1->GetName()), true);\n",
"\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Summary statistics"
]
},
{
"cell_type": "code",
"execution_count": 20,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:57.928745Z",
"iopub.status.busy": "2025-03-24T22:25:57.928248Z",
"iopub.status.idle": "2025-03-24T22:25:58.074944Z",
"shell.execute_reply": "2025-03-24T22:25:58.073697Z"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"This notebook contains 21 KSTets: combined Chi2/nDoF = 28.6655 / 42, and combined __p-Value = 0.941883__\n"
]
}
],
"source": [
"%%cpp\n",
"\n",
"KSTestSummary::getInstance()->make_summary_txt(\"QA-calorimetric-jet.txt\");"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {
"execution": {
"iopub.execute_input": "2025-03-24T22:25:58.077741Z",
"iopub.status.busy": "2025-03-24T22:25:58.077079Z",
"iopub.status.idle": "2025-03-24T22:25:58.207809Z",
"shell.execute_reply": "2025-03-24T22:25:58.206512Z"
}
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"<div id=\"root_plot_1742855158197\" style=\"width: 950px; height: 600px; position: relative\">\n",
"</div>\n",
"\n",
"<script>\n",
"\n",
"function display_root_plot_1742855158197(Core) {\n",
" let obj = Core.parse({\"_typename\":\"TCanvasWebSnapshot\",\"fUniqueID\":0,\"fBits\":0,\"fObjectID\":\"\",\"fOption\":\"\",\"fKind\":3,\"fSnapshot\":{\"_typename\":\"TCanvas\",\"fUniqueID\":0,\"fBits\":3342344,\"fLineColor\":1,\"fLineStyle\":1,\"fLineWidth\":1,\"fFillColor\":0,\"fFillStyle\":1001,\"fLeftMargin\":0.16,\"fRightMargin\":0.05,\"fBottomMargin\":0.16,\"fTopMargin\":0.05,\"fXfile\":2,\"fYfile\":2,\"fAfile\":1,\"fXstat\":0.99,\"fYstat\":0.99,\"fAstat\":2,\"fFrameFillColor\":0,\"fFrameLineColor\":1,\"fFrameFillStyle\":1001,\"fFrameLineStyle\":1,\"fFrameLineWidth\":1,\"fFrameBorderSize\":1,\"fFrameBorderMode\":0,\"fX1\":0,\"fY1\":0,\"fX2\":1,\"fY2\":1,\"fXtoAbsPixelk\":0,\"fXtoPixelk\":0,\"fXtoPixel\":946,\"fYtoAbsPixelk\":572,\"fYtoPixelk\":572,\"fYtoPixel\":-572,\"fUtoAbsPixelk\":0,\"fUtoPixelk\":0,\"fUtoPixel\":946,\"fVtoAbsPixelk\":572,\"fVtoPixelk\":572,\"fVtoPixel\":-572,\"fAbsPixeltoXk\":0,\"fPixeltoXk\":0,\"fPixeltoX\":0.00105708245243129,\"fAbsPixeltoYk\":1,\"fPixeltoYk\":0,\"fPixeltoY\":-0.00174825174825175,\"fXlowNDC\":0,\"fYlowNDC\":0,\"fXUpNDC\":1,\"fYUpNDC\":1,\"fWNDC\":1,\"fHNDC\":1,\"fAbsXlowNDC\":0,\"fAbsYlowNDC\":0,\"fAbsWNDC\":1,\"fAbsHNDC\":1,\"fUxmin\":0,\"fUymin\":0,\"fUxmax\":1,\"fUymax\":1,\"fTheta\":30,\"fPhi\":30,\"fAspectRatio\":0,\"fNumber\":0,\"fTickx\":1,\"fTicky\":1,\"fLogx\":0,\"fLogy\":0,\"fLogz\":0,\"fPadPaint\":0,\"fCrosshair\":0,\"fCrosshairPos\":0,\"fBorderSize\":2,\"fBorderMode\":0,\"fModified\":false,\"fGridx\":false,\"fGridy\":false,\"fAbsCoord\":false,\"fEditable\":true,\"fFixedAspectRatio\":false,\"fPrimitives\":{\"_typename\":\"TList\",\"name\":\"TList\",\"arr\":[],\"opt\":[]},\"fExecs\":null,\"fName\":\"Summary\",\"fTitle\":\"Summary\",\"fNumPaletteColor\":0,\"fNextPaletteColor\":0,\"fDISPLAY\":\"$DISPLAY\",\"fDoubleBuffer\":0,\"fRetained\":true,\"fXsizeUser\":0,\"fYsizeUser\":0,\"fXsizeReal\":20,\"fYsizeReal\":12.63158,\"fWindowTopX\":0,\"fWindowTopY\":0,\"fWindowWidth\":0,\"fWindowHeight\":0,\"fCw\":946,\"fCh\":572,\"fCatt\":{\"_typename\":\"TAttCanvas\",\"fXBetween\":2,\"fYBetween\":2,\"fTitleFromTop\":1.2,\"fXdate\":0.2,\"fYdate\":0.3,\"fAdate\":1},\"kMoveOpaque\":true,\"kResizeOpaque\":true,\"fHighLightColor\":2,\"fBatch\":true,\"kShowEventStatus\":false,\"kAutoExec\":true,\"kMenuBar\":true},\"fActive\":false,\"fReadOnly\":true,\"fWithoutPrimitives\":false,\"fHasExecs\":false,\"fPrimitives\":[{\"_typename\":\"TWebSnapshot\",\"fUniqueID\":0,\"fBits\":0,\"fObjectID\":\"\",\"fOption\":\"\",\"fKind\":4,\"fSnapshot\":{\"_typename\":\"TWebPainting\",\"fUniqueID\":0,\"fBits\":0,\"fOper\":\"0:255,255,255;1:0,0,0;2:255,0,0;3:0,255,0;4:0,0,255;5:255,255,0;6:255,0,255;7:0,255,255;8:89,211,84;9:89,84,216;10:254,254,254;11:192,182,172;12:76,76,76;13:102,102,102;14:127,127,127;15:153,153,153;16:178,178,178;17:204,204,204;18:229,229,229;19:242,242,242;20:204,198,170;21:204,198,170;22:193,191,168;23:186,181,163;24:178,165,150;25:183,163,155;26:173,153,140;27:155,142,130;28:135,102,86;29:175,206,198;30:132,193,163;31:137,168,160;32:130,158,140;33:173,188,198;34:122,142,153;35:117,137,145;36:104,130,150;37:109,122,132;38:124,153,209;39:127,127,155;40:170,165,191;41:211,206,135;42:221,186,135;43:188,158,130;44:198,153,124;45:191,130,119;46:206,94,96;47:170,142,147;48:165,119,122;49:147,104,112;50:211,89,84;51:146,0,255;52:122,0,255;53:98,0,255;54:74,0,255;55:51,0,255;56:27,0,255;57:3,0,255;58:0,20,255;59:0,44,255;60:0,68,255;61:0,91,255;62:0,115,255;63:0,139,255;64:0,163,255;65:0,187,255;66:0,210,255;67:0,234,255;68:0,255,251;69:0,255,227;70:0,255,204;71:0,255,180;72:0,255,156;73:0,255,132;74:0,255,108;75:0,255,85;76:0,255,61;77:0,255,37;78:0,255,13;79:10,255,0;80:34,255,0;81:57,255,0;82:81,255,0;83:105,255,0;84:129,255,0;85:153,255,0;86:176,255,0;87:200,255,0;88:224,255,0;89:248,255,0;90:255,238,0;91:255,214,0;92:255,190,0;93:255,166,0;94:255,142,0;95:255,119,0;96:255,95,0;97:255,71,0;98:255,47,0;99:255,23,0;110:254,254,254;201:91,91,91;202:122,122,122;203:183,183,183;204:214,214,214;205:137,15,15;206:183,20,20;207:234,71,71;208:239,117,117;209:15,137,15;210:20,183,20;211:71,234,71;212:117,239,117;213:15,15,137;214:20,20,183;215:71,71,234;216:117,117,239;217:137,137,15;218:183,183,20;219:234,234,71;220:239,239,117;221:137,15,137;222:183,20,183;223:234,71,234;224:239,117,239;225:15,137,137;226:20,183,183;227:71,234,234;228:117,239,239;390:255,255,204;391:255,255,153;392:204,204,153;393:255,255,102;394:204,204,102;395:153,153,102;396:255,255,51;397:204,204,51;398:153,153,51;399:102,102,51;400:255,255,0;401:204,204,0;402:153,153,0;403:102,102,0;404:51,51,0;406:204,255,204;407:153,255,153;408:153,204,153;409:102,255,102;410:102,204,102;411:102,153,102;412:51,255,51;413:51,204,51;414:51,153,51;415:51,102,51;416:0,255,0;417:0,204,0;418:0,153,0;419:0,102,0;420:0,51,0;422:204,255,255;423:153,255,255;424:153,204,204;425:102,255,255;426:102,204,204;427:102,153,153;428:51,255,255;429:51,204,204;430:51,153,153;431:51,102,102;432:0,255,255;433:0,204,204;434:0,153,153;435:0,102,102;436:0,51,51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" Core.settings.HandleKeys = false;\n",
" Core.draw(\"root_plot_1742855158197\", obj, \"\");\n",
"}\n",
"\n",
"function script_load_root_plot_1742855158197(src, on_error) {\n",
" let script = document.createElement('script');\n",
" script.src = src;\n",
" script.onload = function() { display_root_plot_1742855158197(JSROOT); };\n",
" script.onerror = function() { script.remove(); on_error(); };\n",
" document.head.appendChild(script);\n",
"}\n",
"\n",
"if (typeof requirejs !== 'undefined') {\n",
"\n",
" // We are in jupyter notebooks, use require.js which should be configured already\n",
" requirejs.config({\n",
" paths: { 'JSRootCore' : [ 'build/jsroot', 'https://root.cern/js/7.7.2/build/jsroot', 'https://jsroot.gsi.de/7.7.2/build/jsroot' ] }\n",
" })(['JSRootCore'], function(Core) {\n",
" display_root_plot_1742855158197(Core);\n",
" });\n",
"\n",
"} else if (typeof JSROOT !== 'undefined') {\n",
"\n",
" // JSROOT already loaded, just use it\n",
" display_root_plot_1742855158197(JSROOT);\n",
"\n",
"} else {\n",
"\n",
" // We are in jupyterlab without require.js, directly loading jsroot\n",
" // Jupyterlab might be installed in a different base_url so we need to know it.\n",
" try {\n",
" var base_url = JSON.parse(document.getElementById('jupyter-config-data').innerHTML).baseUrl;\n",
" } catch(_) {\n",
" var base_url = '/';\n",
" }\n",
"\n",
" // Try loading a local version of requirejs and fallback to cdn if not possible.\n",
" script_load_root_plot_1742855158197(base_url + 'static/build/jsroot.js', function(){\n",
" console.error('Fail to load JSROOT locally, please check your jupyter_notebook_config.py file');\n",
" script_load_root_plot_1742855158197('https://root.cern/js/7.7.2/build/jsroot.js', function(){\n",
" document.getElementById(\"root_plot_1742855158197\").innerHTML = \"Failed to load JSROOT\";\n",
" });\n",
" });\n",
"}\n",
"\n",
"</script>\n"
],
"text/plain": [
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]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"%%cpp\n",
"\n",
"KSTestSummary::getInstance()->make_summary_TCanvas() -> Draw();"
]
}
],
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