from __future__ import annotations import json import tempfile import unittest from pathlib import Path from barbet_bgd.generation import GenerationPlan, generate_record from barbet_bgd.io import iter_jsonl_gz, write_json_atomic, write_jsonl_gz_atomic from barbet_bgd.quality_cli import run_quality_validation ROOT = Path(__file__).resolve().parents[1] CONFIG_PATH = ROOT / "configs" / "selected_sft_1m.json" class QualityRunnerTests(unittest.TestCase): def _canonical_fixture(self, root: Path, records: int = 30) -> Path: config = json.loads(CONFIG_PATH.read_text(encoding="utf-8")) plan = GenerationPlan(config) dataset_root = root / "dataset" canonical_root = dataset_root / "canonical" shards = [] for shard_index, start in enumerate(range(0, records, 15)): end = min(records, start + 15) result = write_jsonl_gz_atomic( canonical_root / f"part-{shard_index:05d}.jsonl.gz", (generate_record(config, plan, index) for index in range(start, end)), ) shards.append(result.to_dict()) write_json_atomic(dataset_root / "config.snapshot.json", config) manifest = { "manifest_version": "bgd.manifest.v1", "metadata": { "config_sha256": self._semantic_hash(config), "dataset_name": config["dataset_name"], }, "shards": shards, "totals": { "records": records, "shards": len(shards), }, } write_json_atomic(dataset_root / "manifest.json", manifest) return dataset_root @staticmethod def _semantic_hash(value: dict) -> str: import hashlib payload = json.dumps(value, ensure_ascii=False, sort_keys=True, separators=(",", ":")) return hashlib.sha256(payload.encode("utf-8")).hexdigest() def test_materialises_and_independently_verifies_every_record(self) -> None: with tempfile.TemporaryDirectory() as tmp: root = Path(tmp) dataset_root = self._canonical_fixture(root) output_root = root / "quality" verified = run_quality_validation( dataset_root=dataset_root, generation_config_path=CONFIG_PATH, output_root=output_root, project_root=ROOT, workers=2, ) self.assertTrue(verified["quality_artifacts_verified"]) self.assertEqual(verified["records"], 30) self.assertEqual(verified["shards"], 2) self.assertTrue((output_root / "_QUALITY_COMPLETE.json").is_file()) self.assertTrue((output_root / "_QUALITY_VERIFIED.json").is_file()) self.assertTrue((output_root / "reports" / "postwrite-verification.json").is_file()) quality_manifest = json.loads( (output_root / "manifest.json").read_text(encoding="utf-8") ) self.assertEqual(quality_manifest["totals"]["records"], 30) self.assertEqual([shard["start_index"] for shard in quality_manifest["shards"]], [0, 15]) verdicts = [] for shard in quality_manifest["shards"]: verdicts.extend(iter_jsonl_gz(shard["verdict_path"])) self.assertEqual(len(verdicts), 30) self.assertEqual(verdicts[0]["record_index"], 0) self.assertEqual(verdicts[0]["expected_record_index"], 0) self.assertEqual(verdicts[15]["record_index"], 15) self.assertEqual(verdicts[15]["source_line"], 1) report = json.loads((output_root / "report.json").read_text(encoding="utf-8")) self.assertTrue(report["all_records_audited"]) self.assertFalse(report["training_promotion_passed"]) self.assertFalse(report["public_release_promotion_passed"]) self.assertTrue(report["quality_gates"]["all_records_exactly_reproduced"]) self.assertTrue(report["config_contract"]["explicit_generation_config_used"]) self.assertFalse(report["config_contract"]["snapshot_used_for_exact_regeneration"]) self.assertTrue(report["config_contract"]["snapshot_generation_plan_equal"]) self.assertIn("target_decision_by_task_family", report["statistics"]) self.assertIn("confidence_target_histogram", report["statistics"]) self.assertEqual( sum(report["statistics"]["confidence_target_histogram"].values()), 30, ) self.assertEqual( sum( count for outcomes in report["statistics"][ "target_decision_by_task_family" ].values() for count in outcomes.values() ), 30, ) def test_max_records_writes_an_aligned_partial_sidecar(self) -> None: with tempfile.TemporaryDirectory() as tmp: root = Path(tmp) dataset_root = self._canonical_fixture(root) output_root = root / "quality-partial" verified = run_quality_validation( dataset_root=dataset_root, generation_config_path=CONFIG_PATH, output_root=output_root, project_root=ROOT, workers=1, max_records=7, ) self.assertEqual(verified["records"], 7) report = json.loads((output_root / "report.json").read_text(encoding="utf-8")) self.assertTrue(report["all_records_audited"]) self.assertTrue(report["partial_run"]) self.assertFalse(report["quality_gates"]["full_corpus_audited"]) def test_rejects_a_canonical_shard_checksum_mismatch(self) -> None: with tempfile.TemporaryDirectory() as tmp: root = Path(tmp) dataset_root = self._canonical_fixture(root, records=15) shard_path = next((dataset_root / "canonical").glob("*.jsonl.gz")) shard_path.write_bytes(shard_path.read_bytes() + b"tamper") with self.assertRaisesRegex(ValueError, "canonical checksum mismatch"): run_quality_validation( dataset_root=dataset_root, generation_config_path=CONFIG_PATH, output_root=root / "quality-bad-source", project_root=ROOT, workers=1, ) if __name__ == "__main__": unittest.main()