Created
December 7, 2011 23:26
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| #!/usr/bin/env python2 | |
| from shapely.geometry import Polygon | |
| from matplotlib import pyplot | |
| from descartes import PolygonPatch | |
| class IntervalTree(object): | |
| def __init__(self): | |
| self.center = None | |
| self.intervals = [] | |
| self.left = None | |
| self.right = None | |
| def insert(self, interval): | |
| min, max = interval | |
| if not self.center: | |
| #tree is empty | |
| self.center = (min + max) / 2.0 | |
| self.intervals = [interval] | |
| else: | |
| if max < self.center: | |
| if not self.left: | |
| self.left = IntervalTree() | |
| self.left.insert(interval) | |
| elif min > self.center: | |
| if not self.right: | |
| self.right = IntervalTree() | |
| self.right.insert(interval) | |
| else: | |
| self.intervals.append(interval) | |
| #FIXME I'm a stupid function | |
| def remove(self, interval): | |
| min, max = interval | |
| try: | |
| self.intervals.remove(interval) | |
| if len(self.intervals) is 0 and not self.left and not self.right: | |
| #remove subtree/node | |
| return True | |
| except ValueError: | |
| pass | |
| if self.left and min <= self.center: | |
| if self.left.remove(interval): | |
| self.left = None | |
| if self.right and max >= self.center: | |
| if self.right.remove(interval): | |
| self.right = None | |
| def find(self, interval): | |
| min, max = interval | |
| #TODO increase readability | |
| overlapping = [i for i in self.intervals if i[1] >= min and i[0] <= max] | |
| if self.left and min <= self.center: | |
| overlapping += self.left.find(interval) | |
| if self.right and max >= self.center: | |
| overlapping += self.right.find(interval) | |
| return overlapping | |
| #tree = IntervalTree() | |
| #tree.insert((0,1)) | |
| #tree.insert((0.75,2)) | |
| #print tree.find((0,1)) | |
| ##tree.insert((0,1)) | |
| #tree.remove((0.75,2)) | |
| class Rectangle(object): | |
| def __init__(self, minx, miny, maxx, maxy): | |
| self.minx = minx | |
| self.miny = miny | |
| self.maxx = maxx | |
| self.maxy = maxy | |
| def get_y_interval(self): | |
| return (self.miny, self.maxy) | |
| def get_x_interval(self): | |
| return (self.minx, self.maxx) | |
| def get_polygon(self): | |
| return Polygon( | |
| ((self.minx, self.miny), | |
| (self.maxx, self.miny), | |
| (self.maxx, self.maxy), | |
| (self.minx, self.maxy), | |
| (self.minx, self.miny) | |
| )) | |
| def get_events(self): | |
| return [(self.minx, 'start', self), (self.maxx,'end', self)] | |
| def rectangle_intersection(rectangles): | |
| events = [] | |
| intersections = [] | |
| intervalTree = IntervalTree() | |
| for rectangle in rectangles: | |
| events = events + rectangle.get_events() | |
| #sort events by x | |
| events = sorted(events, key=lambda event: event[0]) | |
| for x, type, rectangle in events: | |
| if type is 'end': | |
| #remove y interval from interval tree | |
| intervalTree.remove(rectangle.get_y_interval()) | |
| else: | |
| #1) check for intersection | |
| print intervalTree.find(rectangle.get_y_interval()) | |
| #2) insert into interval tree | |
| intervalTree.insert(rectangle.get_y_interval()) | |
| rectangles = [Rectangle(90,40,110,70), | |
| Rectangle(10,40,40,70), | |
| Rectangle(75,60,95,80), | |
| Rectangle(30,20,60,50), | |
| Rectangle(100,20,130,50), | |
| Rectangle(70,10,85,40) | |
| ] | |
| rectangle_intersection(rectangles) | |
| figure = pyplot.figure() | |
| ax = figure.add_subplot(111) | |
| BLUE = '#6699cc' | |
| for rectangle in rectangles: | |
| patch = PolygonPatch(rectangle.get_polygon(), fc=BLUE, ec=BLUE, alpha=0.5, zorder=1) | |
| ax.add_patch(patch) | |
| ax.set_title('rectangle intersection') | |
| ax.axis('equal') | |
| pyplot.show() |
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