Datasets:
Download evaluation_kit/box_grouping/geometry.py from RLALT/ACoPDoc: direct link, hf CLI and curl.
- Browser
- Download file 5.59 kB
-
https://huggingface.co/datasets/RLALT/ACoPDoc/resolve/main/evaluation_kit/box_grouping/geometry.py
- Command line
-
hf download hf://datasets/RLALT/ACoPDoc/evaluation_kit/box_grouping/geometry.py
-
curl -L -o geometry.py https://huggingface.co/datasets/RLALT/ACoPDoc/resolve/main/evaluation_kit/box_grouping/geometry.py
5.59 kB
| from __future__ import annotations | |
| import math | |
| from dataclasses import dataclass | |
| class Box: | |
| x_min: float | |
| y_min: float | |
| x_max: float | |
| y_max: float | |
| def width(self) -> float: | |
| return max(0.0, self.x_max - self.x_min) | |
| def height(self) -> float: | |
| return max(0.0, self.y_max - self.y_min) | |
| def area(self) -> float: | |
| return self.width * self.height | |
| def intersection(self, other: "Box") -> "Box | None": | |
| x_min = max(self.x_min, other.x_min) | |
| y_min = max(self.y_min, other.y_min) | |
| x_max = min(self.x_max, other.x_max) | |
| y_max = min(self.y_max, other.y_max) | |
| if x_max <= x_min or y_max <= y_min: | |
| return None | |
| return Box(x_min=x_min, y_min=y_min, x_max=x_max, y_max=y_max) | |
| def contains_point(self, x: float, y: float) -> bool: | |
| return self.x_min <= x <= self.x_max and self.y_min <= y <= self.y_max | |
| def to_polygon(self) -> tuple[tuple[float, float], ...]: | |
| return ( | |
| (self.x_min, self.y_min), | |
| (self.x_max, self.y_min), | |
| (self.x_max, self.y_max), | |
| (self.x_min, self.y_max), | |
| ) | |
| def to_list(self) -> list[float]: | |
| return [self.x_min, self.y_min, self.x_max, self.y_max] | |
| def signed_polygon_area(points: list[tuple[float, float]] | tuple[tuple[float, float], ...]) -> float: | |
| if len(points) < 3: | |
| return 0.0 | |
| area = 0.0 | |
| for index, point in enumerate(points): | |
| next_point = points[(index + 1) % len(points)] | |
| area += point[0] * next_point[1] - next_point[0] * point[1] | |
| return area / 2.0 | |
| def polygon_area(points: list[tuple[float, float]] | tuple[tuple[float, float], ...]) -> float: | |
| return abs(signed_polygon_area(points)) | |
| def polygon_bounds(points: list[tuple[float, float]] | tuple[tuple[float, float], ...]) -> Box: | |
| return Box( | |
| x_min=min(point[0] for point in points), | |
| y_min=min(point[1] for point in points), | |
| x_max=max(point[0] for point in points), | |
| y_max=max(point[1] for point in points), | |
| ) | |
| def rotated_rectangle_points( | |
| x: float, | |
| y: float, | |
| width: float, | |
| height: float, | |
| rotation_degrees: float, | |
| ) -> tuple[tuple[float, float], ...]: | |
| rotation_radians = math.radians(rotation_degrees) | |
| cos_theta = math.cos(rotation_radians) | |
| sin_theta = math.sin(rotation_radians) | |
| return ( | |
| (x, y), | |
| (x + width * cos_theta, y + width * sin_theta), | |
| (x + width * cos_theta - height * sin_theta, y + width * sin_theta + height * cos_theta), | |
| (x - height * sin_theta, y + height * cos_theta), | |
| ) | |
| def point_in_convex_polygon( | |
| point: tuple[float, float], | |
| polygon: tuple[tuple[float, float], ...], | |
| ) -> bool: | |
| if len(polygon) < 3: | |
| return False | |
| orientation = 1 if signed_polygon_area(polygon) >= 0 else -1 | |
| point_x, point_y = point | |
| for index, start in enumerate(polygon): | |
| end = polygon[(index + 1) % len(polygon)] | |
| cross = ((end[0] - start[0]) * (point_y - start[1])) - ( | |
| (end[1] - start[1]) * (point_x - start[0]) | |
| ) | |
| if orientation * cross < -1e-9: | |
| return False | |
| return True | |
| def line_intersection( | |
| line1_start: tuple[float, float], | |
| line1_end: tuple[float, float], | |
| line2_start: tuple[float, float], | |
| line2_end: tuple[float, float], | |
| ) -> tuple[float, float]: | |
| x1, y1 = line1_start | |
| x2, y2 = line1_end | |
| x3, y3 = line2_start | |
| x4, y4 = line2_end | |
| denominator = ((x1 - x2) * (y3 - y4)) - ((y1 - y2) * (x3 - x4)) | |
| if abs(denominator) < 1e-12: | |
| return line1_end | |
| determinant1 = (x1 * y2) - (y1 * x2) | |
| determinant2 = (x3 * y4) - (y3 * x4) | |
| x = ((determinant1 * (x3 - x4)) - ((x1 - x2) * determinant2)) / denominator | |
| y = ((determinant1 * (y3 - y4)) - ((y1 - y2) * determinant2)) / denominator | |
| return (x, y) | |
| def polygon_intersection( | |
| subject_polygon: tuple[tuple[float, float], ...] | list[tuple[float, float]], | |
| clip_polygon: tuple[tuple[float, float], ...], | |
| ) -> list[tuple[float, float]]: | |
| output = list(subject_polygon) | |
| if len(output) < 3 or len(clip_polygon) < 3: | |
| return [] | |
| orientation = 1 if signed_polygon_area(clip_polygon) >= 0 else -1 | |
| def is_inside(point: tuple[float, float], edge_start: tuple[float, float], edge_end: tuple[float, float]) -> bool: | |
| cross = ((edge_end[0] - edge_start[0]) * (point[1] - edge_start[1])) - ( | |
| (edge_end[1] - edge_start[1]) * (point[0] - edge_start[0]) | |
| ) | |
| return orientation * cross >= -1e-9 | |
| for index, clip_start in enumerate(clip_polygon): | |
| clip_end = clip_polygon[(index + 1) % len(clip_polygon)] | |
| input_points = output | |
| output = [] | |
| if not input_points: | |
| break | |
| previous_point = input_points[-1] | |
| for current_point in input_points: | |
| current_inside = is_inside(current_point, clip_start, clip_end) | |
| previous_inside = is_inside(previous_point, clip_start, clip_end) | |
| if current_inside: | |
| if not previous_inside: | |
| output.append( | |
| line_intersection(previous_point, current_point, clip_start, clip_end) | |
| ) | |
| output.append(current_point) | |
| elif previous_inside: | |
| output.append( | |
| line_intersection(previous_point, current_point, clip_start, clip_end) | |
| ) | |
| previous_point = current_point | |
| return output | |