Is there a convenient way or a library to plot gsl_vector
in C++? For example, if I have two gsl vectors, I would like to plot one on the x-axis and the other on the y-axis for the same figure.
After some research, I got to know that it is not directly possible to plot gsl_vector
in C++. However, I coded a workaround (almost like the one suggested by bitmask) using gnuplot, which solved my problem. Therefore, I am posting an answer to my own question.
Following is my solution:
#include <stdio.h>
#include <gsl/gsl_vector.h>
#include <cmath>
#include <cstdlib>
#include <cstring>
#include <fstream>
#include <iomanip>
#include <iostream>
void plot(const gsl_vector *x, const gsl_vector *y);
using namespace std;
int main ()
{
int i;
gsl_vector * x = gsl_vector_alloc (10);
gsl_vector * y = gsl_vector_alloc (10);
for (i = 0; i < 10; i++)
{
gsl_vector_set (x, i, i);
gsl_vector_set (y, i, exp(i));
}
plot(x, y);
gsl_vector_free (x);
gsl_vector_free (y);
return 0;
}
void plot(const gsl_vector *x, const gsl_vector *y)
{
string command_filename = "commands.txt";
ofstream command;
string data_filename = "data.txt";
ofstream data;
int j;
string plot_filename = "plot.png";
cout << "\n";
cout << "plot:\n";
cout << " Write command and data files that can be used\n";
cout << " by gnuplot for a plot.\n";
// Create the data file.
data.open ( data_filename.c_str ( ) );
for ( j = 0; j < x->size; j++ )
{
data << " " << gsl_vector_get(x, j)
<< " " << gsl_vector_get(y, j) << "\n";
}
data.close ( );
cout << "\n";
cout << " plot: data stored in '"
<< data_filename << "'\n";
// Create the command file.
command.open ( command_filename.c_str ( ) );
command << "# " << command_filename << "\n";
command << "#\n";
command << "# Usage:\n";
command << "# gnuplot < " << command_filename << "\n";
command << "#\n";
command << "set term png\n";
command << "set output '" << plot_filename << "'\n";
command << "set xlabel 'X'\n";
command << "set ylabel 'Y'\n";
command << "set title 'Plot using gnuplot'\n";
command << "set grid\n";
command << "set style data lines\n";
command << "plot '" << data_filename << "' using 1:2 with lines\n";
command << "quit\n";
command.close ( );
cout << " plot: plot commands stored in '"
<< command_filename << "'\n";
return;
}
In main()
, I generated two gsl vectors and then passed them to the plot function. In the plot function, I write these vectors to a file called data.txt
. I then generate a command file commands.txt
which can then be read by gnuplot using the data.txt
file.
After running the code above, I manually write the following command:
gnuplot < commands.txt
in terminal/console to plot the vectors, which yields the following plot: