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test(e2e): add SyntheticAdapter for harness self-tests
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
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"""Synthetic dataset — straight-line eastward flight at constant altitude.
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Used for harness self-tests. No image files; image_path is empty so the harness
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can substitute a generated checkerboard so existing OpenCV readers can open them.
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"""
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from __future__ import annotations
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from typing import Iterator
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import numpy as np
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from gps_denied.testing.datasets.base import (
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DatasetAdapter,
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DatasetCapabilities,
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DatasetFrame,
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DatasetIMU,
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DatasetPose,
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PlatformClass,
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)
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GRAVITY = 9.81
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EARTH_R = 6_378_137.0 # WGS84 semi-major axis, metres
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class SyntheticAdapter(DatasetAdapter):
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"""Deterministic straight-line eastward flight for harness smoke-tests."""
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def __init__(
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self,
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num_frames: int = 100,
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fps: float = 5.0,
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imu_rate_hz: float = 100.0,
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speed_m_s: float = 10.0,
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altitude_m: float = 100.0,
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origin_lat: float = 49.0,
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origin_lon: float = 32.0,
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) -> None:
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self._num_frames = num_frames
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self._fps = fps
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self._imu_rate_hz = imu_rate_hz
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self._speed = speed_m_s
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self._altitude = altitude_m
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self._origin_lat = origin_lat
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self._origin_lon = origin_lon
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@property
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def name(self) -> str:
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return "synthetic"
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@property
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def capabilities(self) -> DatasetCapabilities:
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return DatasetCapabilities(
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has_raw_imu=True,
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has_rtk_gt=True,
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has_loop_closures=False,
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platform_class=PlatformClass.SYNTHETIC,
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)
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def iter_frames(self) -> Iterator[DatasetFrame]:
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period_ns = int(1e9 / self._fps)
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for i in range(self._num_frames):
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yield DatasetFrame(
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frame_idx=i,
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timestamp_ns=i * period_ns,
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image_path="", # harness fills from generator
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)
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def iter_imu(self) -> Iterator[DatasetIMU]:
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duration_s = self._num_frames / self._fps
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n_samples = int(duration_s * self._imu_rate_hz)
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period_ns = int(1e9 / self._imu_rate_hz)
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for i in range(n_samples):
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yield DatasetIMU(
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timestamp_ns=i * period_ns,
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accel=(0.0, 0.0, -GRAVITY), # gravity only; constant velocity
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gyro=(0.0, 0.0, 0.0),
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)
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def iter_ground_truth(self) -> Iterator[DatasetPose]:
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period_ns = int(1e9 / self._fps)
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for i in range(self._num_frames):
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t_s = i / self._fps
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east_m = self._speed * t_s
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# Local tangent plane approximation (small distance)
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dlon = np.degrees(east_m / (EARTH_R * np.cos(np.radians(self._origin_lat))))
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yield DatasetPose(
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timestamp_ns=i * period_ns,
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lat=self._origin_lat,
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lon=self._origin_lon + dlon,
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alt=self._altitude,
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qx=0.0, qy=0.0, qz=0.0, qw=1.0,
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)
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