from __future__ import annotations import importlib.util from pathlib import Path SCRIPT = Path(__file__).parents[2] / "scripts" / "refine_yolo_labels_with_sam.py" SPEC = importlib.util.spec_from_file_location("sam_roof_refinement", SCRIPT) assert SPEC and SPEC.loader MODULE = importlib.util.module_from_spec(SPEC) SPEC.loader.exec_module(MODULE) def test_plausible_refinement_is_fail_closed() -> None: source = (10.0, 10.0, 30.0, 30.0) limits = dict( min_iou=0.15, min_area_ratio=0.25, max_area_ratio=4.0, max_center_shift_ratio=0.75, min_dimension_ratio=0.5, max_dimension_ratio=2.0, ) assert MODULE.plausible_refinement(source, (8.0, 9.0, 31.0, 32.0), **limits) assert not MODULE.plausible_refinement(source, (100.0, 100.0, 120.0, 120.0), **limits) assert not MODULE.plausible_refinement(source, (0.0, 0.0, 100.0, 100.0), **limits) assert not MODULE.plausible_refinement(source, (10.0, 10.0, 51.0, 20.0), **limits) assert not MODULE.plausible_refinement(source, (24.0, 24.0, 44.0, 44.0), **limits) def test_yolo_round_trip_shape() -> None: line = MODULE.yolo_line((10.0, 20.0, 30.0, 40.0), 100, 100) assert line == "0 0.20000000 0.30000000 0.20000000 0.20000000" def test_cli_exposes_explicit_fallback_policy() -> None: source = SCRIPT.read_text(encoding="utf-8") assert 'choices=("retain", "drop")' in source assert '"dropped_fallback_label_count"' in source