{
"cells": [
{
"cell_type": "markdown",
"id": "8eb18d84",
"metadata": {},
"source": [
"# gtime\n",
"Example of TGraphTime.\n",
"\n",
"\n",
"\n",
"\n",
"**Author:** Rene Brun \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": "markdown",
"id": "4814e85b",
"metadata": {},
"source": [
" Arguments are defined. "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "3c12312f",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:40.730352Z",
"iopub.status.busy": "2024-03-19T19:10:40.729973Z",
"iopub.status.idle": "2024-03-19T19:10:41.453632Z",
"shell.execute_reply": "2024-03-19T19:10:41.452531Z"
}
},
"outputs": [],
"source": [
"Int_t nsteps = 500;\n",
"Int_t np=100;"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "d5119ff4",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:41.458645Z",
"iopub.status.busy": "2024-03-19T19:10:41.458271Z",
"iopub.status.idle": "2024-03-19T19:10:42.466756Z",
"shell.execute_reply": "2024-03-19T19:10:42.465748Z"
}
},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stderr",
"output_type": "stream",
"text": [
"input_line_52:4:1: warning: 'size' shadows a declaration with the same name in the 'std' namespace; use '::size' to reference this declaration\n",
"Double_t rr[1000], phi[1000], dr[1000], size[1000];\n",
"^\n",
"Info in : created default TCanvas with name c1\n"
]
}
],
"source": [
"if (np > 1000) np = 1000;\n",
"Int_t color[1000];\n",
"Double_t rr[1000], phi[1000], dr[1000], size[1000];\n",
"TRandom3 r;\n",
"Double_t xmin = -10, xmax = 10, ymin = -10, ymax = 10;\n",
"TGraphTime *g = new TGraphTime(nsteps,xmin,ymin,xmax,ymax);\n",
"g->SetTitle(\"TGraphTime demo;X domain;Y domain\");\n",
"Int_t i,s;\n",
"for (i=0;i 0.3) color[i] = kBlue;\n",
" if (rc > 0.7) color[i] = kYellow;\n",
" size[i] = r.Uniform(0.5,6);\n",
"}\n",
"for (s=0;sSetMarkerColor(color[i]);\n",
" m->SetMarkerSize(newsize);\n",
" g->Add(m,s);\n",
" if (i==np-1) g->Add(new TArrow(xmin,ymax,xx,yy,0.02,\"-|>\"), s);\n",
" }\n",
" g->Add(new TPaveLabel(.90,.92,.98,.97,Form(\"%d\",s+1),\"brNDC\"),s);\n",
"}\n",
"g->Draw();"
]
},
{
"cell_type": "markdown",
"id": "69ed8168",
"metadata": {},
"source": [
"save object to a file"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "3567dde1",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:42.472748Z",
"iopub.status.busy": "2024-03-19T19:10:42.472401Z",
"iopub.status.idle": "2024-03-19T19:10:42.954210Z",
"shell.execute_reply": "2024-03-19T19:10:42.944224Z"
}
},
"outputs": [],
"source": [
"TFile f(\"gtime.root\",\"recreate\");\n",
"g->Write(\"g\");"
]
},
{
"cell_type": "markdown",
"id": "77460a59",
"metadata": {},
"source": [
"to view this object in another session do\n",
"TFile f(\"gtime.root\");\n",
"g.Draw();"
]
},
{
"cell_type": "markdown",
"id": "edc41ce7",
"metadata": {},
"source": [
"Draw all canvases "
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "7e312969",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:42.959077Z",
"iopub.status.busy": "2024-03-19T19:10:42.958703Z",
"iopub.status.idle": "2024-03-19T19:10:43.168779Z",
"shell.execute_reply": "2024-03-19T19:10:43.167722Z"
}
},
"outputs": [
{
"data": {
"image/png": "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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
}