{
"cells": [
{
"cell_type": "markdown",
"id": "9d1a2c01",
"metadata": {},
"source": [
"# candlehisto\n",
"Example showing how to combine the various candle plot options.\n",
"\n",
"\n",
"\n",
"\n",
"**Author:** Georg Troska \n",
"This notebook tutorial was automatically generated with ROOTBOOK-izer from the macro found in the ROOT repository on Tuesday, March 19, 2024 at 07:10 PM."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "1e993967",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:11:02.623338Z",
"iopub.status.busy": "2024-03-19T19:11:02.622936Z",
"iopub.status.idle": "2024-03-19T19:11:03.851086Z",
"shell.execute_reply": "2024-03-19T19:11:03.842913Z"
}
},
"outputs": [],
"source": [
"TCanvas *c1 = new TCanvas(\"c1\", \"Candle Presets\", 800, 600);\n",
"c1->Divide(3, 2);\n",
"\n",
"TRandom *rng = new TRandom();\n",
"TH2I *h1 = new TH2I(\"h1\", \"Sin\", 18, 0, 360, 100, -1.5, 1.5);\n",
"h1->GetXaxis()->SetTitle(\"Deg\");\n",
"\n",
"float myRand;\n",
"for (int i = 0; i < 360; i+= 10) {\n",
" for (int j = 0; j < 100; j++) {\n",
" myRand = rng->Gaus(sin(i * 3.14 / 180), 0.2);\n",
" h1->Fill(i, myRand);\n",
" }\n",
"}\n",
"\n",
"for (int i = 1; i < 7; i++) {\n",
" c1->cd(i);\n",
" TString title = TString::Format(\"CANDLEX%d\", i);\n",
" TH2I *myhist = (TH2I*)h1->DrawCopy(title);\n",
" myhist->SetTitle(title);\n",
"}\n",
"\n",
"TCanvas *c2 = new TCanvas(\"c2\", \"Violin Presets\", 800, 300);\n",
"c2->Divide(2, 1);\n",
"\n",
"for (int i = 1; i < 3; i++) {\n",
" c2->cd(i);\n",
" TString title = TString::Format(\"VIOLINX%d\", i);\n",
" TH2I *myhist = (TH2I*)h1->DrawCopy(title);\n",
" myhist->SetFillColor(kGray + 2);\n",
"}\n",
"\n",
"TCanvas *c3 = new TCanvas(\"c3\", \"Playing with candle and violin-options\", 800, 600);\n",
"c3->Divide(3, 2);\n",
"TString myopt[6] = {\"1000000\", \"2000000\", \"3000000\", \"1112111\", \"112111\", \"112111\"};\n",
"for (int i = 0; i < 6; i++) {\n",
" c3->cd(i + 1);\n",
" TString title = TString::Format(\"candlex(%s)\", myopt[i].Data());\n",
" TH2I *myhist = (TH2I*)h1->DrawCopy(title);\n",
" myhist->SetFillColor(kYellow);\n",
" if (i == 4) {\n",
" TH2I *myhist2 = (TH2I*)h1->DrawCopy(\"candlex(1000000) same\");\n",
" myhist2->SetFillColor(kRed);\n",
" }\n",
" if (i == 5) {\n",
" myhist->SetBarWidth(0.2);\n",
" myhist->SetBarOffset(0.25);\n",
" TH2I *myhist2 = (TH2I*)h1->DrawCopy(\"candlex(2000000) same\");\n",
" myhist2->SetFillColor(kRed);\n",
" myhist2->SetBarWidth(0.6);\n",
" myhist2->SetBarOffset(-0.5);\n",
" }\n",
" myhist->SetTitle(title);\n",
"}"
]
},
{
"cell_type": "markdown",
"id": "aa64423d",
"metadata": {},
"source": [
"Draw all canvases "
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "c02105cd",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:11:03.870025Z",
"iopub.status.busy": "2024-03-19T19:11:03.869625Z",
"iopub.status.idle": "2024-03-19T19:11:04.631329Z",
"shell.execute_reply": "2024-03-19T19:11:04.625264Z"
}
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"data": {
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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"gROOT->GetListOfCanvases()->Draw()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "ROOT C++",
"language": "c++",
"name": "root"
},
"language_info": {
"codemirror_mode": "text/x-c++src",
"file_extension": ".C",
"mimetype": " text/x-c++src",
"name": "c++"
}
},
"nbformat": 4,
"nbformat_minor": 5
}