flekschas / regl-scatterplot

Scalable WebGL-based scatter plot library build with Regl
https://flekschas.github.io/regl-scatterplot/
MIT License
194 stars 24 forks source link

feat: add support for line-based annotations via `scatterplot.drawAnnotations()` #184

Closed flekschas closed 4 months ago

flekschas commented 4 months ago

This PR introduces the ability to draw line-based annotations via scatterplot.drawAnnotations()

Description

What was changed in this pull request?

Added a new function scatterplot.drawAnnotations() for drawing line-based annotations. Currently the following types of annotations are supported:

Screenshot 2024-06-24 at 10 53 30 PM

For clearing annotations, use scatterplot.clearAnnotations(). Note that scatterplot.clear() will also clear annotations in addition to clearing points and point connections. If you only want to clear points, you can use the newly added scatterplot.clearPoints(), which clears points and point connections. I also added scatterplot.clearPointConnections() to just clear point connections.

Example

const scatterplot = createScatterplot({
  ...,
  annotationLineColor: [1, 1, 1, 0.1], // Default line color
  annotationLineWidth: 1, // Default line width
});

scatterplot.draw({
  x: Array.from({ length: 10000 }, () => -1 + Math.random() * 2),
  y: Array.from({ length: 10000 }, () => -1 + Math.random() * 2),
});

scatterplot.drawAnnotations([
  // Horizontal line
  { y: 0 },
  // Vertical line
  { x: 0 },
  // Rectangle
  {
    x1: -0.5, y1: -0.5, x2: 0.5, y2: 0.5,
    lineColor: [1, 0, 0, 0.33],
    lineWidth: 2,
  },
  // Polygon
  {
    vertices: [[-1, 0], [0, 1], [1, 0], [0, -1], [-1, 0]],
    lineColor: [1, 1, 0, 0.33],
    lineWidth: 3,
  },
]);

Demo

https://flekschas.github.io/regl-scatterplot/annotations.html

Why is it necessary?

Annotations can help better to better correlate or highlight data points or clusters.

Checklist