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A small and fast module using a sweepline algorithm to detect intersections between polygons and/or polylines.

Ported from: rowanwins/sweepline-intersections

sweepline-intersections #

A small and fast module using a sweepline algorithm to detect intersections between polygons and/or polylines.

Documentation #

Install #

dart pub add sweepline_intersections

Basic Use #

Valid inputs: Geojson Feature or Geometry including Polygon, LineString, MultiPolygon, MultiLineString, as well as FeatureCollection.

Returns a List of intersection Points eg, [Point(coordinates:Position(lng:x1, lat:y1)), Point(coordinates:Position(lng:x2, lat:y2)]

    var box = Feature(geometry: Polygon(coordinates: [[Position.of([0, 0]), Position.of([1, 0]), Position.of([1, 1]), Position.of([0, 1]), Position.of([0, 0])]]));
    var intersections = sweeplineIntersections(box);
    // returns a List of self-intersection Points

Also accepts an optional boolean argument second which when set to true means the module won't detect self-intersections and will only report intersections between different features. This defaults to false. eg

    var intersectionsBetweenFeature = sweeplineIntersections(featureCollection, true);
    // returns a List of intersection Points between Features

Complex Use #

This library also provide a class-based approach which is helpful if you want to check multiple geometries against a single geometry. This allows you to save the state of the initial event queue with the primary geometry.

    import 'package:sweepline_intersections/sweepline_intersections.dart';
    main(){
    // create the base instance
    var sl = SweeplineIntersections();
    sl.addData(aGeom);
    // clone the event queue in the original state so you can reuse it
    var origQueue = sl.cloneEventQueue();
    List<Position> positions = [
    Position.of([21.93869948387146, 49.99897434944081]),
    Position.of([21.93869948387100, 49.99897434944032]),
    ];
    var f = FeatureCollection(
    features: [
      Feature(
        geometry: LineString(coordinates: positions),
      ),
    ],
    );    // now you can iterate through some other set of features saving
    // the overhead of having to populate the complete queue multiple times
    for (var feature in f.features) {
    // add another feature to test against your original data
    sl.addData(feature, alternateEventQueue: origQueue);
    // check if those two features intersect
    // add an optional boolean argument to ignore self-intersections
    }
    var intersectionPoints = sl.getIntersections(true);
    }

API

SweeplineIntersectionsClass() - creates a new instance

.addData(geojson, existingQueue) - adds geojson to the event queue. The second argument for an existingQueue is optional, and takes a queue generated from .cloneEventQueue()

.cloneEventQueue() - clones the state of the existing event queue that's been populated with geojson. Returns a queue that you can pass to the addData method

.getIntersections(ignoreSelfIntersections) - Checks for segment intersections. Accepts an optional boolean argument to ignore self intersections are only report intersections between features.

Contributing #

Algorithm notes #

The basic concept of this algorithm is based on a sweepline. Where this algorithm differs from the bentley-ottmann algorithm is that there is no use of a tree data structure to store the segments. The reason for the modification is because if you are dealing with polygons or polylines (rather than a random group of line segments) there is a reasonable assumption that there are going to be very few segments that lie on the same x plane.

Removing the tree structure greatly simplifies the code. The tree structure is replaced with a priority queue of segments which is sorted by the x vertex of the right endpoint of the segments. A priority queue is already used to sort the vertices which means only 1 data structure is required.

Algorithm Steps #

  • Vertices are entered into a priority queue sorted from left to right
  • An empty priority queue is created to store segments encountered
  • An item is removed from the priority queue
    • If the vertex is the left endpoint of a segment, we test it against every other segment in the segment queue for intersections with any intersection recorded. We then add the vertex (and it's associated right endpoint) to the segment queue.
    • When we encounter a right endpoint we remove the first item from the segment queue.

Each pair of segments are only tested once. And only segments that overlap on the x plane are tested against each other.

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Publisher

verified publishergeometrico.dev

A small and fast module using a sweepline algorithm to detect intersections between polygons and/or polylines.

Repository (GitHub)
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Documentation

API reference

License

MIT (license)

Dependencies

benchmark, collection, dart_sort_queue, turf

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