Files
gps-denied-onboard/tests/e2e/test_metrics.py
T
Yuzviak 5744ff65ac feat(02-03): apply module-level pytestmark to 37 test files
- Add pytestmark = [pytest.mark.<category>] to all 23 root test files and 14 e2e test files
- Marker distribution: 22 unit, 7 integration, 1 blackbox, 1 sitl, 5 e2e + 2 e2e integration
- Add import pytest to test_models.py, test_download.py, test_synthetic_adapter.py (were missing)
- Convert test_sitl_integration.py's bare pytestmark to list form preserving skipif guard
- Union of all 5 markers = 298/298 = 100% coverage; 216 tests pass with --strict-markers
2026-05-11 18:20:05 +03:00

48 lines
1.4 KiB
Python

"""Trajectory comparison metrics."""
import numpy as np
import pytest
pytestmark = [pytest.mark.unit]
from gps_denied.testing.metrics import (
absolute_trajectory_error,
relative_pose_error,
trajectory_rmse,
)
def test_rmse_identical_trajectories_is_zero():
est = np.array([[0.0, 0.0, 0.0], [1.0, 0.0, 0.0], [2.0, 0.0, 0.0]])
gt = est.copy()
assert trajectory_rmse(est, gt) == pytest.approx(0.0)
def test_rmse_constant_offset():
# Constant 1m offset in x
est = np.array([[1.0, 0.0, 0.0], [2.0, 0.0, 0.0]])
gt = np.array([[0.0, 0.0, 0.0], [1.0, 0.0, 0.0]])
assert trajectory_rmse(est, gt) == pytest.approx(1.0)
def test_rmse_rejects_length_mismatch():
est = np.zeros((3, 3))
gt = np.zeros((4, 3))
with pytest.raises(ValueError):
trajectory_rmse(est, gt)
def test_ate_returns_summary_stats():
est = np.array([[1.0, 0.0, 0.0], [2.0, 0.0, 0.0], [3.0, 0.0, 0.0]])
gt = np.array([[0.0, 0.0, 0.0], [1.0, 0.0, 0.0], [2.0, 0.0, 0.0]])
result = absolute_trajectory_error(est, gt)
assert result["rmse"] == pytest.approx(1.0)
assert result["mean"] == pytest.approx(1.0)
assert result["max"] == pytest.approx(1.0)
def test_rpe_identical_trajectories_is_zero():
traj = np.array([[0.0, 0.0, 0.0], [1.0, 0.0, 0.0], [2.0, 0.0, 0.0]])
result = relative_pose_error(traj, traj, delta=1)
assert result["rmse"] == pytest.approx(0.0)