from __future__ import annotations import importlib.util import json import sys import tempfile import unittest from pathlib import Path PROJECT_ROOT = Path(__file__).resolve().parents[1] def _load_script_module(): script_path = PROJECT_ROOT / "scripts" / "run_parallel_eval.py" spec = importlib.util.spec_from_file_location("run_parallel_eval", script_path) if spec is None or spec.loader is None: raise RuntimeError("Unable to load run_parallel_eval module") mod = importlib.util.module_from_spec(spec) sys.modules[spec.name] = mod spec.loader.exec_module(mod) return mod class TestParallelEvalHelpers(unittest.TestCase): def test_load_track_manifest_sample_ids_reads_jsonl(self) -> None: mod = _load_script_module() with tempfile.TemporaryDirectory() as tmp: manifest = Path(tmp) / "dynamic.jsonl" manifest.write_text( "\n".join( [ json.dumps({"id": "case_a_f0001"}), json.dumps({"sample_id": "case_a_f0055"}), "", json.dumps({"id": "case_b_f0001"}), ] ) + "\n", encoding="utf-8", ) self.assertEqual( mod.load_track_manifest_sample_ids(manifest), {"case_a_f0001", "case_a_f0055", "case_b_f0001"}, ) def test_track_manifest_frame_selects_exact_geometry_frame(self) -> None: mod = _load_script_module() with tempfile.TemporaryDirectory() as tmp: manifest = Path(tmp) / "dynamic.jsonl" manifest.write_text( json.dumps({"id": "case_a_f0055", "frame": 55}) + "\n", encoding="utf-8", ) self.assertEqual( mod.load_track_manifest_modes(manifest, "first_only"), {"case_a_f0055": "exact:55"}, ) def test_collect_samples_requires_every_requested_model(self) -> None: mod = _load_script_module() with tempfile.TemporaryDirectory() as tmp: data = Path(tmp) / "data" (data / "gt" / "s1").mkdir(parents=True) (data / "gt" / "s1" / "scene.blend").write_bytes(b"blend") (data / "model_a" / "s1").mkdir(parents=True) (data / "model_a" / "s1" / "scene.glb").write_bytes(b"glb") with self.assertRaises(FileNotFoundError): mod.collect_samples(data, ["model_a", "model_b"], None, "first_only") self.assertEqual( mod.collect_samples( data, ["model_a", "model_b"], None, "first_only", allow_missing_models=True, ), [("s1", "first_only")], ) def test_aggregate_reports_paper_scale_and_complete_coverage(self) -> None: mod = _load_script_module() with tempfile.TemporaryDirectory() as tmp: out = Path(tmp) report = out / "s1" / "reports" / "final_report.json" report.parent.mkdir(parents=True) report.write_text( json.dumps( { "summary": [ { "model": "model_a", "scene_aabb_iou_mean": 0.1, "scene_obb_iou_mean": 0.2, "object_aabb_iou_penalized_mean": 0.3, "object_obb_iou_penalized_mean": 0.4, "rendered_pl_score_100": 95.0, "rendered_n_clip_score_100": 80.0, "rendered_pl_raw": 0.05, "rendered_n_clip_raw": 0.2, } ] } ), encoding="utf-8", ) payload = mod.aggregate(out, [("s1", "first_only")], ["model_a"]) result = payload["results"]["model_a"] self.assertTrue(payload["complete"]) self.assertEqual(result["coverage"], 1.0) self.assertAlmostEqual(result["pl"], 5.0) self.assertAlmostEqual(result["n_clip"], 2.0) if __name__ == "__main__": unittest.main()