test(e2e): add SyntheticAdapter for harness self-tests

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
This commit is contained in:
Yuzviak
2026-04-16 21:43:50 +03:00
parent 2f87621926
commit 337176eb70
2 changed files with 142 additions and 0 deletions
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"""Synthetic dataset — straight-line eastward flight at constant altitude.
Used for harness self-tests. No image files; image_path is empty so the harness
can substitute a generated checkerboard so existing OpenCV readers can open them.
"""
from __future__ import annotations
from typing import Iterator
import numpy as np
from gps_denied.testing.datasets.base import (
DatasetAdapter,
DatasetCapabilities,
DatasetFrame,
DatasetIMU,
DatasetPose,
PlatformClass,
)
GRAVITY = 9.81
EARTH_R = 6_378_137.0 # WGS84 semi-major axis, metres
class SyntheticAdapter(DatasetAdapter):
"""Deterministic straight-line eastward flight for harness smoke-tests."""
def __init__(
self,
num_frames: int = 100,
fps: float = 5.0,
imu_rate_hz: float = 100.0,
speed_m_s: float = 10.0,
altitude_m: float = 100.0,
origin_lat: float = 49.0,
origin_lon: float = 32.0,
) -> None:
self._num_frames = num_frames
self._fps = fps
self._imu_rate_hz = imu_rate_hz
self._speed = speed_m_s
self._altitude = altitude_m
self._origin_lat = origin_lat
self._origin_lon = origin_lon
@property
def name(self) -> str:
return "synthetic"
@property
def capabilities(self) -> DatasetCapabilities:
return DatasetCapabilities(
has_raw_imu=True,
has_rtk_gt=True,
has_loop_closures=False,
platform_class=PlatformClass.SYNTHETIC,
)
def iter_frames(self) -> Iterator[DatasetFrame]:
period_ns = int(1e9 / self._fps)
for i in range(self._num_frames):
yield DatasetFrame(
frame_idx=i,
timestamp_ns=i * period_ns,
image_path="", # harness fills from generator
)
def iter_imu(self) -> Iterator[DatasetIMU]:
duration_s = self._num_frames / self._fps
n_samples = int(duration_s * self._imu_rate_hz)
period_ns = int(1e9 / self._imu_rate_hz)
for i in range(n_samples):
yield DatasetIMU(
timestamp_ns=i * period_ns,
accel=(0.0, 0.0, -GRAVITY), # gravity only; constant velocity
gyro=(0.0, 0.0, 0.0),
)
def iter_ground_truth(self) -> Iterator[DatasetPose]:
period_ns = int(1e9 / self._fps)
for i in range(self._num_frames):
t_s = i / self._fps
east_m = self._speed * t_s
# Local tangent plane approximation (small distance)
dlon = np.degrees(east_m / (EARTH_R * np.cos(np.radians(self._origin_lat))))
yield DatasetPose(
timestamp_ns=i * period_ns,
lat=self._origin_lat,
lon=self._origin_lon + dlon,
alt=self._altitude,
qx=0.0, qy=0.0, qz=0.0, qw=1.0,
)
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"""SyntheticAdapter produces a deterministic straight-line trajectory."""
import numpy as np
from gps_denied.testing.datasets.synthetic import SyntheticAdapter
from gps_denied.testing.datasets.base import PlatformClass
def test_synthetic_has_raw_imu():
adapter = SyntheticAdapter(num_frames=10, fps=5.0)
assert adapter.capabilities.has_raw_imu is True
assert adapter.capabilities.platform_class == PlatformClass.SYNTHETIC
def test_synthetic_iter_frames_count():
adapter = SyntheticAdapter(num_frames=10, fps=5.0)
frames = list(adapter.iter_frames())
assert len(frames) == 10
assert frames[0].frame_idx == 0
assert frames[-1].frame_idx == 9
def test_synthetic_frame_timestamps_monotonic():
adapter = SyntheticAdapter(num_frames=10, fps=5.0)
ts = [f.timestamp_ns for f in adapter.iter_frames()]
assert ts == sorted(ts)
# 5 fps → 200 ms spacing
deltas = np.diff(ts)
assert np.allclose(deltas, 200_000_000)
def test_synthetic_imu_samples_cover_frames():
adapter = SyntheticAdapter(num_frames=10, fps=5.0, imu_rate_hz=100.0)
imu = list(adapter.iter_imu())
# 10 frames at 5 fps = 2 s of data, at 100 Hz = 200 samples
assert len(imu) == 200
# Static trajectory → gravity on z, zero gyro
assert abs(imu[0].accel[2] + 9.81) < 1e-6
assert imu[0].gyro == (0.0, 0.0, 0.0)
def test_synthetic_ground_truth_matches_frames():
adapter = SyntheticAdapter(num_frames=10, fps=5.0)
poses = list(adapter.iter_ground_truth())
assert len(poses) == 10
# Straight-line east at 10 m/s → position at t=0.2s is 2m east of origin
# (synthetic puts GT at same timestamps as frames)
assert abs(poses[1].lat - poses[0].lat) < 1e-9 # no latitude change
assert poses[1].lon > poses[0].lon # moving east