from __future__ import annotations import numpy as np from repixelizer.io import premultiply from repixelizer.source_reference import build_source_lattice_reference def test_source_lattice_reference_recovers_stable_cell_colors_and_deltas() -> None: lowres = np.asarray( [ [[1.0, 0.0, 0.0, 1.0], [0.0, 0.0, 1.0, 1.0]], [[0.0, 1.0, 0.0, 1.0], [1.0, 1.0, 0.0, 1.0]], ], dtype=np.float32, ) source = np.repeat(np.repeat(lowres, 4, axis=0), 4, axis=1) source[1, 1, :3] = np.asarray([0.6, 0.1, 0.1], dtype=np.float32) reference = build_source_lattice_reference( source, target_width=2, target_height=2, phase_x=0.0, phase_y=0.0, ) expected_premul = premultiply(lowres) assert np.allclose(reference.sharp_rgba, lowres, atol=1e-5) assert np.allclose(reference.mean_rgba[0, 1], lowres[0, 1], atol=1e-5) assert reference.delta_x is not None assert reference.delta_y is not None assert reference.delta_diag is not None assert reference.delta_anti is not None assert np.allclose(reference.delta_x, expected_premul[:, 1:, :] - expected_premul[:, :-1, :], atol=1e-5) assert np.allclose(reference.delta_y, expected_premul[1:, :, :] - expected_premul[:-1, :, :], atol=1e-5) assert reference.dispersion >= 0.0