tree142_parallelcoordtrans.C File Reference

Detailed Description

Use of transparency with ||-Coord.

It displays the same data set twice. The first time without transparency and the second time with transparency. On the second plot, several clusters appear.

Images without and with transparency

w␒Ýb␅

Transparency works in PDF files

 
#include "TFile.h"
#include "TCanvas.h"
#include "TStyle.h"
#include "TRandom.h"
#include "TNtuple.h"
#include "TParallelCoord.h"
#include "TParallelCoordVar.h"
#include "TParallelCoordRange.h"
 
Double_t r1, r2, r3, r4, r5, r6, r7, r8, r9;
Double_t dr = 3.5;
TRandom *r;
 
void generate_random(Int_t i)
{
   r->Rannor(r1, r4);
   r->Rannor(r7, r9);
   r2 = (2 * dr * r->Rndm(i)) - dr;
   r3 = (2 * dr * r->Rndm(i)) - dr;
   r5 = (2 * dr * r->Rndm(i)) - dr;
   r6 = (2 * dr * r->Rndm(i)) - dr;
   r8 = (2 * dr * r->Rndm(i)) - dr;
}
 
void tree142_parallelcoordtrans()
{
   Double_t x, y, z, u, v, w, a, b, c;
   Double_t s1x, s1y, s1z;
   Double_t s2x, s2y, s2z;
   Double_t s3x, s3y, s3z;
   r = new TRandom();
 
   auto c1 = new TCanvas("c1", "c1", 0, 0, 900, 1000);
   c1->Divide(1, 2);
 
   auto nt = new TNtuple("nt", "Demo ntuple", "x:y:z:u:v:w:a:b:c");
 
   int n=0;
   for (Int_t i = 0; i < 1500; i++) {
      r->Sphere(s1x, s1y, s1z, 0.1);
      r->Sphere(s2x, s2y, s2z, 0.2);
      r->Sphere(s3x, s3y, s3z, 0.05);
 
      generate_random(i);
      nt->Fill(r1, r2, r3, r4, r5, r6, r7, r8, r9);
      n++;
 
      generate_random(i);
      nt->Fill(s1x, s1y, s1z, s2x, s2y, s2z, r7, r8, r9);
      n++;
 
      generate_random(i);
      nt->Fill(r1, r2, r3, r4, r5, r6, r7, s3y, r9);
      n++;
 
      generate_random(i);
      nt->Fill(s2x - 1, s2y - 1, s2z, s1x + .5, s1y + .5, s1z + .5, r7, r8, r9);
      n++;
 
      generate_random(i);
      nt->Fill(r1, r2, r3, r4, r5, r6, r7, r8, r9);
      n++;
 
      generate_random(i);
      nt->Fill(s1x + 1, s1y + 1, s1z + 1, s3x - 2, s3y - 2, s3z - 2, r7, r8, r9);
      n++;
 
      generate_random(i);
      nt->Fill(r1, r2, r3, r4, r5, r6, s3x, r8, s3z );
      n++;
   }
 
   TParallelCoordVar *pcv;
 
   c1->cd(1);
 
   // ||-Coord plot without transparency
   nt->Draw("x:y:z:u:v:w:a:b:c", "", "para");
   TParallelCoord* para1 = (TParallelCoord*)gPad->GetListOfPrimitives()->FindObject("ParaCoord");
   para1->SetLineColor(25);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("x");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("y");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("z");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("a");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("b");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("c");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("u");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("v");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para1->GetVarList()->FindObject("w");
   pcv->SetHistogramHeight(0.);
 
   // ||-Coord plot with transparency
   TColor *col26 = gROOT->GetColor(26);
   col26->SetAlpha(0.01);
   c1->cd(2);
   nt->Draw("x:y:z:u:v:w:a:b:c", "", "para");
   TParallelCoord* para2 = (TParallelCoord*)gPad->GetListOfPrimitives()->FindObject("ParaCoord");
   para2->SetLineColor(26);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("x");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("y");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("z");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("a");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("b");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("c");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("u");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("v");
   pcv->SetHistogramHeight(0.);
   pcv = (TParallelCoordVar*)para2->GetVarList()->FindObject("w");
   pcv->SetHistogramHeight(0.);
 
   // Produce transparent lines in interactive and batch mode
   c1->Print("parallelcoordtrans.pdf");
   c1->Print("parallelcoordtrans.svg");
 
   // Produce transparent lines in batch mode only
   c1->Print("parallelcoordtrans.jpg");
   c1->Print("parallelcoordtrans.png");
}

Author

Olivier Couet

Definition in file tree142_parallelcoordtrans.C.