supervision/test/geometry/test_utils.py

53 lines
1.6 KiB
Python

import numpy as np
import pytest
from supervision.geometry.core import Point
from supervision.geometry.utils import get_polygon_center
def generate_test_polygon(n: int) -> np.ndarray:
"""
Generate a semicircle with a given number of points.
Parameters:
n (int): amount of points in polygon
Returns:
Polygon: test polygon in the form of a semicircle.
Examples:
```python
from supervision.geometry.utils import get_polygon_center
import numpy as np
test_polygon = generate_test_data(1000)
get_polygon_center(test_polygon)
Point(x=500, y=1212)
```
"""
r: int = n // 2
x_axis = np.linspace(0, 2 * r, n)
y_axis = (r**2 - (x_axis - r) ** 2) ** 0.5 + 2 * r
polygon = np.array([x_axis, y_axis]).T
return polygon
@pytest.mark.parametrize(
"polygon, expected_result",
[
(generate_test_polygon(10), Point(x=5.0, y=12.0)),
(generate_test_polygon(50), Point(x=25.0, y=61.0)),
(generate_test_polygon(100), Point(x=50.0, y=121.0)),
(generate_test_polygon(1000), Point(x=500.0, y=1212.0)),
(generate_test_polygon(3000), Point(x=1500.0, y=3637.0)),
(generate_test_polygon(10000), Point(x=5000.0, y=12122.0)),
(generate_test_polygon(20000), Point(x=10000.0, y=24244.0)),
(generate_test_polygon(50000), Point(x=25000.0, y=60610.0)),
],
)
def test_get_polygon_center(polygon: np.ndarray, expected_result: Point) -> None:
result = get_polygon_center(polygon)
assert result == expected_result