There are 2 common methods to make a plot using ns-3 and gnuplot (http://www.gnuplot.info):
This section is about method 1, i.e. it is about how to make a plot using ns-3‘s Gnuplot class. If you are interested in method 2, see the “A Real Example” subsection under the “Tracing” section in the ns-3 Tutorial.
The following steps must be taken in order to create a plot using ns-3‘s Gnuplot class:
See the code from the example plots that are discussed below for details on step 1.
An example program that uses ns-3‘s Gnuplot class can be found here:
src/stats/examples/gnuplot-example.cc
In order to run this example, do the following:
$ ./waf shell
$ cd build/debug/src/stats/examples
$ ./gnuplot-example
This should produce the following gnuplot control files in the directory where the example is located:
plot-2d.plt
plot-2d-with-error-bars.plt
plot-3d.plt
In order to process these gnuplot control files, do the following:
$ gnuplot plot-2d.plt
$ gnuplot plot-2d-with-error-bars.plt
$ gnuplot plot-3d.plt
This should produce the following graphics files in the directory where the example is located:
plot-2d.png
plot-2d-with-error-bars.png
plot-3d.png
You can view these graphics files in your favorite graphics viewer. If you have gimp installed on your machine, for example, you can do this:
$ gimp plot-2d.png
$ gimp plot-2d-with-error-bars.png
$ gimp plot-3d.png
The following 2-Dimensional plot
was created using the following code from gnuplot-example.cc:
using namespace std;
string fileNameWithNoExtension = "plot-2d";
string graphicsFileName = fileNameWithNoExtension + ".png";
string plotFileName = fileNameWithNoExtension + ".plt";
string plotTitle = "2-D Plot";
string dataTitle = "2-D Data";
// Instantiate the plot and set its title.
Gnuplot plot (graphicsFileName);
plot.SetTitle (plotTitle);
// Make the graphics file, which the plot file will create when it
// is used with Gnuplot, be a PNG file.
plot.SetTerminal ("png");
// Set the labels for each axis.
plot.SetLegend ("X Values", "Y Values");
// Set the range for the x axis.
plot.AppendExtra ("set xrange [-6:+6]");
// Instantiate the dataset, set its title, and make the points be
// plotted along with connecting lines.
Gnuplot2dDataset dataset;
dataset.SetTitle (dataTitle);
dataset.SetStyle (Gnuplot2dDataset::LINES_POINTS);
double x;
double y;
// Create the 2-D dataset.
for (x = -5.0; x <= +5.0; x += 1.0)
{
// Calculate the 2-D curve
//
// 2
// y = x .
//
y = x * x;
// Add this point.
dataset.Add (x, y);
}
// Add the dataset to the plot.
plot.AddDataset (dataset);
// Open the plot file.
ofstream plotFile (plotFileName.c_str());
// Write the plot file.
plot.GenerateOutput (plotFile);
// Close the plot file.
plotFile.close ();
The following 2-Dimensional plot with error bars in the x and y directions
was created using the following code from gnuplot-example.cc:
using namespace std;
string fileNameWithNoExtension = "plot-2d-with-error-bars";
string graphicsFileName = fileNameWithNoExtension + ".png";
string plotFileName = fileNameWithNoExtension + ".plt";
string plotTitle = "2-D Plot With Error Bars";
string dataTitle = "2-D Data With Error Bars";
// Instantiate the plot and set its title.
Gnuplot plot (graphicsFileName);
plot.SetTitle (plotTitle);
// Make the graphics file, which the plot file will create when it
// is used with Gnuplot, be a PNG file.
plot.SetTerminal ("png");
// Set the labels for each axis.
plot.SetLegend ("X Values", "Y Values");
// Set the range for the x axis.
plot.AppendExtra ("set xrange [-6:+6]");
// Instantiate the dataset, set its title, and make the points be
// plotted with no connecting lines.
Gnuplot2dDataset dataset;
dataset.SetTitle (dataTitle);
dataset.SetStyle (Gnuplot2dDataset::POINTS);
// Make the dataset have error bars in both the x and y directions.
dataset.SetErrorBars (Gnuplot2dDataset::XY);
double x;
double xErrorDelta;
double y;
double yErrorDelta;
// Create the 2-D dataset.
for (x = -5.0; x <= +5.0; x += 1.0)
{
// Calculate the 2-D curve
//
// 2
// y = x .
//
y = x * x;
// Make the uncertainty in the x direction be constant and make
// the uncertainty in the y direction be a constant fraction of
// y's value.
xErrorDelta = 0.25;
yErrorDelta = 0.1 * y;
// Add this point with uncertainties in both the x and y
// direction.
dataset.Add (x, y, xErrorDelta, yErrorDelta);
}
// Add the dataset to the plot.
plot.AddDataset (dataset);
// Open the plot file.
ofstream plotFile (plotFileName.c_str());
// Write the plot file.
plot.GenerateOutput (plotFile);
// Close the plot file.
plotFile.close ();
The following 3-Dimensional plot
was created using the following code from gnuplot-example.cc:
using namespace std;
string fileNameWithNoExtension = "plot-3d";
string graphicsFileName = fileNameWithNoExtension + ".png";
string plotFileName = fileNameWithNoExtension + ".plt";
string plotTitle = "3-D Plot";
string dataTitle = "3-D Data";
// Instantiate the plot and set its title.
Gnuplot plot (graphicsFileName);
plot.SetTitle (plotTitle);
// Make the graphics file, which the plot file will create when it
// is used with Gnuplot, be a PNG file.
plot.SetTerminal ("png");
// Rotate the plot 30 degrees around the x axis and then rotate the
// plot 120 degrees around the new z axis.
plot.AppendExtra ("set view 30, 120, 1.0, 1.0");
// Make the zero for the z-axis be in the x-axis and y-axis plane.
plot.AppendExtra ("set ticslevel 0");
// Set the labels for each axis.
plot.AppendExtra ("set xlabel 'X Values'");
plot.AppendExtra ("set ylabel 'Y Values'");
plot.AppendExtra ("set zlabel 'Z Values'");
// Set the ranges for the x and y axis.
plot.AppendExtra ("set xrange [-5:+5]");
plot.AppendExtra ("set yrange [-5:+5]");
// Instantiate the dataset, set its title, and make the points be
// connected by lines.
Gnuplot3dDataset dataset;
dataset.SetTitle (dataTitle);
dataset.SetStyle ("with lines");
double x;
double y;
double z;
// Create the 3-D dataset.
for (x = -5.0; x <= +5.0; x += 1.0)
{
for (y = -5.0; y <= +5.0; y += 1.0)
{
// Calculate the 3-D surface
//
// 2 2
// z = x * y .
//
z = x * x * y * y;
// Add this point.
dataset.Add (x, y, z);
}
// The blank line is necessary at the end of each x value's data
// points for the 3-D surface grid to work.
dataset.AddEmptyLine ();
}
// Add the dataset to the plot.
plot.AddDataset (dataset);
// Open the plot file.
ofstream plotFile (plotFileName.c_str());
// Write the plot file.
plot.GenerateOutput (plotFile);
// Close the plot file.
plotFile.close ();