{
"cells": [
{
"cell_type": "markdown",
"id": "3002e535",
"metadata": {},
"source": [
"# perceptualcolormap\n",
"A “Perceptual” colormap explicitly identifies a fixed value in the data\n",
"\n",
"On geographical plot this fixed point can, for instance, the \"sea level\". A perceptual\n",
"colormap provides a monotonic luminance variations above and below this fixed value.\n",
"Unlike the rainbow colormap, this colormap provides a faithful representation of the\n",
"structures in the data.\n",
"\n",
"This macro demonstrates how to produce the perceptual colormap shown on the figure 2\n",
"in [this article](https://root.cern/blog/rainbow-color-map/).\n",
"\n",
"The function `Perceptual_Colormap` takes two parameters as input:\n",
" 1. `h`, the `TH2D` to be drawn\n",
" 2. `val_cut`, the Z value defining the \"sea level\"\n",
"\n",
"Having these parameters this function defines two color maps: one above `val_cut` and one\n",
"below.\n",
"\n",
"\n",
"\n",
"\n",
"**Author:** Olivier Couet \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": "339c6924",
"metadata": {},
"source": [
" Definition of a helper function: "
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "8161ad8b",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:09.877599Z",
"iopub.status.busy": "2024-03-19T19:10:09.877193Z",
"iopub.status.idle": "2024-03-19T19:10:09.911430Z",
"shell.execute_reply": "2024-03-19T19:10:09.909531Z"
}
},
"outputs": [],
"source": [
"%%cpp -d\n",
"\n",
"void Perceptual_Colormap(TH2D *h, Double_t val_cut) {\n",
" Double_t max = h->GetMaximum(); // Histogram's maximum\n",
" Double_t min = h->GetMinimum(); // Histogram's minimum\n",
" Double_t per_cut = (val_cut-min)/(max-min); // normalized value of val_cut\n",
" Double_t eps = (max-min)*0.00001; // epsilon\n",
"\n",
" // Definition of the two palettes below and above val_cut\n",
" const Int_t Number = 4;\n",
" Double_t Red[Number] = { 0.11, 0.19 , 0.30, 0.89};\n",
" Double_t Green[Number] = { 0.03, 0.304, 0.60, 0.91};\n",
" Double_t Blue[Number] = { 0.18, 0.827, 0.50, 0.70};\n",
" Double_t Stops[Number] = { 0., per_cut, per_cut+eps, 1. };\n",
"\n",
" Int_t nb= 256;\n",
" h->SetContour(nb);\n",
"\n",
" TColor::CreateGradientColorTable(Number,Stops,Red,Green,Blue,nb);\n",
"\n",
" // Histogram drawing\n",
" h->Draw(\"colz\");\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "672eabeb",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:09.925989Z",
"iopub.status.busy": "2024-03-19T19:10:09.925579Z",
"iopub.status.idle": "2024-03-19T19:10:11.179685Z",
"shell.execute_reply": "2024-03-19T19:10:11.178506Z"
}
},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"Info in : created default TCanvas with name c1\n"
]
}
],
"source": [
"TH2D *h = new TH2D(\"h\",\"Perceptual Colormap\",200,-4,4,200,-4,4);\n",
"h->SetStats(0);\n",
"\n",
"Double_t a,b;\n",
"for (Int_t i=0;i<1000000;i++) {\n",
" gRandom->Rannor(a,b);\n",
" h->Fill(a-1.5,b-1.5,0.1);\n",
" h->Fill(a+2.,b-3.,0.07);\n",
" h->Fill(a-3.,b+3.,0.05);\n",
" gRandom->Rannor(a,b);\n",
" h->Fill(a+1.5,b+1.5,-0.08);\n",
"}\n",
"Perceptual_Colormap(h, 0.);"
]
},
{
"cell_type": "markdown",
"id": "78485547",
"metadata": {},
"source": [
"Draw all canvases "
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "616439eb",
"metadata": {
"collapsed": false,
"execution": {
"iopub.execute_input": "2024-03-19T19:10:11.196111Z",
"iopub.status.busy": "2024-03-19T19:10:11.195708Z",
"iopub.status.idle": "2024-03-19T19:10:11.627959Z",
"shell.execute_reply": "2024-03-19T19:10:11.626262Z"
}
},
"outputs": [
{
"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
}