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A real-time charting library for Vala and GTK4 based on Cairo

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Live Chart

1.0.0-beta8 (API freezed)

Live Chart is a real-time charting library for GTK3 and Vala, based on Cairo.

Features

  • Render many series withing a single chart
  • Automatic y-axis adjustement
  • Support chart area / window live resizing
  • Extendable

Screenshots

API

N.B.: Classes and methods available in the source code and not documented here - even if they are public - are subject to changes in a future release

Chart

var chart = LiveChart.Chart();

As Chart object derives from Gtk.DrawingArea, don't forget to attach it to a Gtk.Container :

var window = new Gtk.Window();
window.add(chart);

Refresh rate

By default, the chart is rendered every 100ms. If it doesn't fit your needs, you can adjust the rate :

var chart = LiveChart.Chart();
vhart.refresh_every(1000); // refresh every 1000ms

Series

A Serie is basically a structure that :

  • Contains its own data set
  • Has a name, like Temperature in Paris
  • Know how it renders on the chart, like in Bar, Line...

Create a serie

// Serie with a default Line renderer
var serie_name = "Temperature in Paris";
var paris_temperature = new LiveChart.Serie(serie_name);

// Or inject the renderer
var serie_name = "Temperature in Paris";
var paris_temperature = new LiveChart.Serie(serie_name, new LiveChart.Bar());

Then register the Serie to the Chart :

var serie_name = "Temperature in Paris";
var paris_temperature = new LiveChart.Serie(serie_name);
chart.add_serie(paris);

The serie name can be adjusted after initalization, for example if the y-axis unit changes during runtime or if you want to display the last value for this serie :

var serie_name = "Temperature in Paris (°C)";
var paris_temperature = new LiveChart.Serie(serie_name);
chart.add_serie(paris);

paris_temperature.name = "Temperature in Paris (°F)";
//
paris_temperature.name = "Temperature in Paris (%s)".printf(last_value);

Adding data points

Your Serie must have been registererd to the Chart before being able to add data points to this serie.

var serie_name = "Temperature in Paris";
var paris_temperature = new LiveChart.Serie(serie_name);

chart.add_serie(paris);

chart.add_value(paris_temperature, 19.5);

Datapoint buffer

When you add a data point to a serie, data are stored in a LiveChart.Values object, which is nothing more than a wrapper around a Gee.LinkedList. To avoid your program growing too much in memory, be default, LiveChart.Values keeps only the last 1000 values. You can change that behaviour by injecting manually a LiveChart.Values object in your serie.

var serie_name = "Temperature in Paris";
Values values = new Values(50000); // buffer of 50 000 data points
var paris_temperature = new LiveChart.Serie(serie_name, new LiceChart.Line(values));

chart.add_serie(paris);

Serie renderer

There's currently 5 built-in series available:

Line serie: LiveChart.Line

Line serie connect each data point with a straight segment.

SmoothLine serie: LiveChart.SmoothLine

Smooth line serie connect each data point with a bezier spline for a smoother rendering.

Bar serie: LiveChart.Bar

LineArea seris: LiveChart.LineArea

SmoothLineArea serie: LiveChart.LineArea

Serie renderer API

For all series, you can control the line or the bar color via the main_color: Gdk.RGBA property:

var smooth_line = LiveChart.SmoothLine();
smooth_line.main_color = Gdk.RGBA() {red: 0, green: 0, blue: 1, alpha: 1}; // Pure blue

For area series, you can control the area color via the area_alpha: double property (default : 0.1):

var smooth_line = LiveChart.SmoothLineArea();
smooth_line.main_color = Gdk.RGBA() {red: 0, green: 0, blue: 1, alpha: 1};
smooth_line.area_alpha = 0.5;

The area color is always the same as main_color value.

Configure a renderer

Conveniant method. Give back the main color to the underlying renderer.

var serie_name = "Temperature in Paris";
var paris_temperature = new LiveChart.Serie(serie_name);

paris_temperature.set_main_color({ 0.0, 0.1, 0.8, 1.0});

Global chart configuration

Configuration object is injected in Chart class constructor :

var config = new LiveChart.Config();
var chart = new LiveChart.Chart(config);

Axis configuration

x-axis
  • Tick interval (in seconds, default 10)

Define the time laps, in seconds, between each ticks on x-axis.

var x_axis = config.x_axis;
x_axis.tick_interval = 10; // 10 seconds between each ticks
  • Tick length (in pixels, default 60)

Define the distance, in pixels, between each ticks on x-axis.

var x_axis = config.x_axis;
x_axis.tick_length = 60; // 60 pixels between each ticks

For example, with tick_interval=10 and tick_length=60, each second is displayed as 6 pixels on the chart.

y-axis
  • Unit

Define the unit of values displayed along y-axis. Default to empty string.

var y_axis = config.y_axis;
y_axis.unit = "%";
  • Fixed maximum value (default null)

Sometimes, the maximum value displayed on y-axis must be fixed, for example when value is a percentage, or whenever you know the maximum possible value.

var y_axis = config.y_axis;
y_axis.unit = "%";
y_axis.fixed_max = 100.0;
y_axis.tick_interval = 25.0;

Sometimes, you won't know the fixed max value. Think about the total memory available a system. In that case, you may want to cap it a bit higher in order to keep optimal chart ventilation. For instance, if the max value is 8.2, you may want to ceil it to 9, or if the max value is 859 you may want to ceil it to 900.

For that purpose, use LiveChart.cap method :

var y_axis = config.y_axis;
y_axis.unit = "GB";
y_axis.fixed_max = LiveChart.ceil((int) max_mem));

With this configuration, the y-axis will display 5 ticks : 0%, 25%, 50%, 75% and 100%, the maximum possible value.

  • Ratio threshold (default 1.118)

When not using ``fixed_max` options, the chart drawable area is 1.118 times higher than needed to display all points. You can reduce or increase that ratio :

var y_axis = config.y_axis;
y_axis.ratio_threshold = 1.0f; // The higher point will always be on the higher part of the chart
y_axis.ratio_threshold = 2.0f; // The higher point will always be on the middle of the drawing area
Paddings

Paddings are distance between the chart window and the real drawing area where your data will be displayed.

var config = new LiveChart.Config();
var chart = new LiveChart.Chart(config);

/*
public Padding() {
    smart = AutoPadding.TOP | AutoPadding.RIGHT | AutoPadding.BOTTOM | AutoPadding.LEFT;
    top = 0;
    right = 0;
    bottom = 0;
    left = 0;
}
*/
Smart paddings

By default, because side paddings may depends on text length and font size, smart auto-padding feature is set to AutoPadding.TOP | AutoPadding.RIGHT | AutoPadding.BOTTOM | AutoPadding.LEFT. It means all paddings are smart computed.

Smart paddings are bit fields (a.k.a flags), so you can apply bitwise operators to combine them :

// Smart padding only for Left and Bottom paddings
config.padding.smart = LiveChart.AutoPadding.LEFT | LiveChart.AutoPadding.BOTTOM;

When a side isn't configured as "smart", it fallbacks to global padding settings.

Global paddings

Paddings can be set - in pixel - for each sides. If you need to force a padding, remember to disable the smart padding for this side.

// Remove AutoPadding.TOP from smart padding before setting a custom padding.top value
config.padding.smart = AutoPadding.RIGHT | AutoPadding.BOTTOM | AutoPadding.LEFT;
config.padding.top = 10; // in pixels

Background

Chart has a default colored background that can be changed via the Background.main_color attribute :

var chart = new LiveChart.Chart();
chart.background.main_color = Gdk.RGBA() {red: 1, green: 1, blue: 1, alpha: 1}; //White background

Programmatic export

You can export your chart in PNG format :

var filename = "chart_export.png";
chart.to_png(filename);

Examples

Example source code

Compile and run with :

meson build
ninja -C build
./build/examples/example
./build/examples/example-fixed-max

Dependencies

dependency
libcairo2-dev
libgee-0.8-dev
libgtk-3-dev

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A real-time charting library for Vala and GTK4 based on Cairo

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  • Vala 98.1%
  • Meson 1.9%