"""Shared pytest fixtures: builds a minimal fake KITTI raw date/drive tree.""" from __future__ import annotations from pathlib import Path import numpy as np import pytest from PIL import Image IMAGE_SIZE = (32, 32) # (width, height) def make_fake_kitti_date( date_dir: Path, drive: str = "0001", num_frames: int = 4, baseline_shift_units: float = -40.0, focal_length: float = 700.0, ) -> Path: """Builds a minimal fake KITTI raw / directory: per-date calib files + one drive. `baseline_shift_units` is P_rect_02[0, 3] in KITTI's raw projection-matrix units (not meters) -- nonzero by default so tests can catch a dropped stereo-baseline correction (see kitti_calib.py's docstring). Passing 0.0 reproduces the (buggy, cam0-only-correct) behavior for comparison tests. """ date_dir.mkdir(parents=True, exist_ok=True) drive_name = f"{date_dir.name}_drive_{drive}_sync" drive_dir = date_dir / drive_name image_dir = drive_dir / "image_02" / "data" lidar_dir = drive_dir / "velodyne_points" / "data" image_dir.mkdir(parents=True, exist_ok=True) lidar_dir.mkdir(parents=True, exist_ok=True) rng = np.random.default_rng(0) width, height = IMAGE_SIZE for frame in range(num_frames): image = rng.integers(0, 255, size=(height, width, 3), dtype=np.uint8) Image.fromarray(image).save(image_dir / f"{frame:010d}.png") num_points = 32 points = rng.uniform(-5.0, 5.0, size=(num_points, 3)).astype(np.float32) points[:, 2] = rng.uniform(2.0, 20.0, size=num_points).astype(np.float32) # plausible forward depth reflectance = rng.uniform(0.0, 1.0, size=(num_points, 1)).astype(np.float32) scan = np.concatenate([points, reflectance], axis=1) scan.tofile(lidar_dir / f"{frame:010d}.bin") (date_dir / "calib_imu_to_velo.txt").write_text( "calib_time: 15-Mar-2012 11:37:16\n" "R: 1.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0\n" "T: 0.8 0.0 0.3\n" ) (date_dir / "calib_velo_to_cam.txt").write_text( "calib_time: 15-Mar-2012 11:37:16\n" "R: 7.533745e-03 -9.999714e-01 -6.166020e-04 " "1.480249e-02 7.280733e-04 -9.998902e-01 " "9.998621e-01 7.523790e-03 1.480755e-02\n" "T: -4.069766e-03 -7.631618e-02 -2.717806e-01\n" ) p_rect_00 = f"{focal_length} 0.0 16.0 0.0 0.0 {focal_length} 16.0 0.0 0.0 0.0 1.0 0.0" p_rect_02 = f"{focal_length} 0.0 16.0 {baseline_shift_units} 0.0 {focal_length} 16.0 0.0 0.0 0.0 1.0 0.0" (date_dir / "calib_cam_to_cam.txt").write_text( "calib_time: 15-Mar-2012 11:37:16\n" "R_rect_00: 1.0 0.0 0.0 0.0 1.0 0.0 0.0 0.0 1.0\n" f"S_rect_00: {float(width)} {float(height)}\n" f"P_rect_00: {p_rect_00}\n" f"S_rect_02: {float(width)} {float(height)}\n" f"P_rect_02: {p_rect_02}\n" ) return date_dir @pytest.fixture def fake_kitti_root(tmp_path: Path) -> Path: """A fake KITTI raw root with one date (`2011_09_30`) and one drive (`0016`), 4 frames.""" make_fake_kitti_date(tmp_path / "2011_09_30", drive="0016", num_frames=4) return tmp_path