from __future__ import annotations import json import unittest from copy import deepcopy from pathlib import Path from barbet_bgd.generation import GenerationPlan, generate_record from barbet_bgd.quality import validate_record_quality ROOT = Path(__file__).resolve().parents[1] class PerRecordQualityTests(unittest.TestCase): @classmethod def setUpClass(cls): cls.config = json.loads((ROOT / "configs/selected_sft_1m.json").read_text()) cls.plan = GenerationPlan(cls.config) def _find(self, primitive: str, family: str | None = None): for index in range(500): record = generate_record(self.config, self.plan, index) if record["primitive"] == primitive and (family is None or record["task_family"] == family): return record self.fail(f"missing generated example: {primitive}/{family}") def test_integrity_passes_all_primitive_examples(self): seen = set() for index in range(500): record = generate_record(self.config, self.plan, index) if record["primitive"] in seen: continue verdict = validate_record_quality(record, self.config, self.plan) self.assertTrue(verdict["integrity_passed"], verdict) seen.add(record["primitive"]) self.assertEqual(len(seen), 10) def test_copy_mutation_is_rejected(self): record = deepcopy(self._find("COPY")) record["target"]["output_text"] += "不應新增" verdict = validate_record_quality(record, self.config, self.plan) self.assertEqual(verdict["disposition"], "REJECT") self.assertIn("COPY_OUTPUT_NOT_EXACT", verdict["hard_failures"]) self.assertIn("EXACT_REGENERATION_MISMATCH", verdict["hard_failures"]) def test_edit_operation_is_independently_executable(self): for index in range(1000): record = generate_record(self.config, self.plan, index) if record["primitive"] != "EDIT": continue verdict = validate_record_quality(record, self.config, self.plan) self.assertNotIn("EDIT_OPERATION_NOT_EXECUTABLE", verdict["hard_failures"]) def test_provenance_mutation_is_rejected(self): record = deepcopy(self._find("VERIFY")) record["provenance"]["source_hash"] = "0" * 64 verdict = validate_record_quality(record, self.config, self.plan) self.assertIn("PROVENANCE_INTEGRITY_FAILED", verdict["hard_failures"]) def test_generic_modality_family_is_rejected_for_label_leakage(self): record = self._find("RANK", "ASR_NBEST_RANKING") verdict = validate_record_quality(record, self.config, self.plan) self.assertTrue(verdict["integrity_passed"]) self.assertFalse(verdict["strict_fitness_passed"]) self.assertEqual(verdict["disposition"], "REJECT") self.assertIn( "ASR_NBEST_RANKING_INPUT_SIGNATURE_MISMATCH", verdict["semantic_blockers"], ) self.assertIn("RANK_GOLD_RELEVANCE_EXPOSED_IN_INPUT", verdict["semantic_blockers"]) def test_locate_query_is_visible_and_abstain_is_supported(self): found = self._find("LOCATE") verdict = validate_record_quality(found, self.config, self.plan) self.assertIn("QUERY_HIDDEN_IN_TARGET", verdict["semantic_blockers"]) contradictory = None for index in range(1000): record = generate_record(self.config, self.plan, index) if record["primitive"] == "LOCATE" and record["target"]["decision"] == "ABSTAIN": contradictory = record break self.assertIsNotNone(contradictory) verdict = validate_record_quality(contradictory, self.config, self.plan) self.assertIn( "LOCATE_ABSTAIN_CONTRADICTED_BY_INPUT", verdict["semantic_blockers"] ) def test_candidate_ids_do_not_encode_gold(self): match = validate_record_quality(self._find("MATCH"), self.config, self.plan) rank = validate_record_quality(self._find("RANK"), self.config, self.plan) align = validate_record_quality(self._find("ALIGN"), self.config, self.plan) self.assertIn("MATCH_WINNER_ID_LEAKS_GOLD", match["semantic_blockers"]) self.assertIn("RANK_WINNER_ID_LEAKS_GOLD", rank["semantic_blockers"]) self.assertIn("ALIGNMENT_ID_SUFFIX_LEAKS_GOLD", align["semantic_blockers"]) def test_task_abstention_contract_is_checked(self): verdict = validate_record_quality(self._find("COPY"), self.config, self.plan) self.assertIn( "ABSTENTION_LABEL_CONTRACT_INCONSISTENT", verdict["semantic_blockers"] ) self.assertIn( "ABSTENTION_ACTION_CONTRACT_INCONSISTENT", verdict["semantic_blockers"] ) if __name__ == "__main__": unittest.main()