061010ba1b
被多个 Skill 或看板消费的连接、模型、嵌入、Claude 运行时与声音账入口 各只保留一份实现；Skill 只留 CLI/落库，看板只读 muse-db，门禁锁死跨域注入。 Co-authored-by: Cursor <cursoragent@cursor.com>
213 lines
10 KiB
Python
213 lines
10 KiB
Python
#!/usr/bin/env python3
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"""人感 v2 共享骨架与技能 5 生命周期的离线负路。"""
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from __future__ import annotations
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import copy
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import importlib.util
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import json
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import pathlib
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import sys
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import tempfile
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import unittest
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ROOT = pathlib.Path(__file__).resolve().parents[1]
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sys.path.insert(0, str(ROOT / "src"))
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from deai import evaluation, gates, load # noqa: E402
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from deai.baseline import BaselineContractError, draft_ledger, profile_text, run_voice_gate, validate_ledger # noqa: E402
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from deai.carriers import carrier_at, carrier_ranges # noqa: E402
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from deai.diagnose import run_deterministic_rules # noqa: E402
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def load_script(name: str, path: pathlib.Path):
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spec = importlib.util.spec_from_file_location(name, path)
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module = importlib.util.module_from_spec(spec)
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assert spec.loader is not None
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spec.loader.exec_module(module)
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return module
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MINE = load_script(
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"mine_ai_flavor_v2",
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ROOT.parent / ".claude/skills/capture-ai-flavor-cases/scripts/mine_ai_flavor.py",
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)
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CAPTURE = load_script(
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"capture_cases_v2",
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ROOT.parent / ".claude/skills/capture-ai-flavor-cases/scripts/capture_cases.py",
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)
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class HumanizationV2Test(unittest.TestCase):
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def test_baseline_draft_exposes_sampling_and_unknowns(self):
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text = "".join(f"第{i}句，门外的雨还在落下，青石路上没有一个人。\n" for i in range(1, 65))
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ledger = draft_ledger("synthetic:demo", [{"source_ref": "demo.txt", "text": text}])
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self.assertEqual(ledger["status"], "candidate")
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self.assertTrue(ledger["sampling"]["sample_sufficient"])
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self.assertIn("characters", ledger["unknown_fields"])
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self.assertTrue(ledger["narrator"]["metrics"]["sentence_length"]["median"] > 0)
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def test_baseline_rejects_source_hash_drift(self):
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with self.assertRaisesRegex(ValueError, "source_sha256"):
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draft_ledger(
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"synthetic:demo",
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[{"source_ref": "demo.txt", "source_sha256": "0" * 64, "text": "甲走进门。"}],
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)
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def test_baseline_profile_is_deterministic(self):
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text = "甲走进门。乙关上窗。雨落下来。"
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self.assertEqual(profile_text(text), profile_text(text))
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def test_baseline_duplicate_voice_ownership_is_rejected_by_skill_validator(self):
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ledger = {
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"schema_version": "voice-baseline-v1",
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"work_ref": "synthetic:demo",
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"narrator": {"sentence_habits": [], "punctuation_habits": []},
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"characters": {
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"甲": {"verbal_tics": ["嗯"], "sample_lines": ["嗯"]},
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"乙": {"verbal_tics": ["嗯"], "sample_lines": ["嗯"]},
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},
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"untouchable_verbal_tics": {"甲": ["嗯"], "乙": ["嗯"]},
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"protected_spans": [], "blacklist": [],
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}
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with self.assertRaisesRegex(BaselineContractError, "同时归属"):
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validate_ledger(ledger, work_ref="synthetic:demo")
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def test_carrier_scope_masks_dialogue_and_marks_carve_out(self):
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samples = load.load_samples()
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rules = load.load_rules(samples=samples)
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text = "「值得注意的是，这里是对白。」值得注意的是，这里是叙述。"
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artifact = run_deterministic_rules(text, [rules["l002"]], "v-test", "Audit")
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self.assertEqual(len(artifact["findings"]), 1)
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self.assertEqual(artifact["findings"][0]["carrier"], "narration")
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self.assertEqual(artifact["findings"][0]["decision_proposal"], "ask")
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self.assertEqual(carrier_at(text, 1, 7, carrier_ranges(text)), "dialogue")
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def test_deterministic_rules_have_contract_replay(self):
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"""确定性触发器规则（regex/handler/density）都要能回放四类夹具。
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blocking 类机械规则的默认建议就是 repair，属于其合同本身；
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safe_default 约束只对非 blocking 规则断言。
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"""
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samples = load.load_samples()
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rules = load.load_rules(samples=samples)
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deterministic = [rule for rule in rules.values() if rule["trigger"]["type"] != "model_judgment"]
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self.assertGreaterEqual(len(deterministic), 2)
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for rule in deterministic:
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if rule["default_disposition"] == "blocking":
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continue
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report = evaluation.evaluate_rule_contract(rule, samples)
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self.assertTrue(report["contract_pass"], report)
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self.assertEqual(report["dataset_kind"], "shipped_contract_samples")
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def test_modality_and_time_fact_gates_block_known_regressions(self):
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modality = gates.modality_attribution([{
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"original_exact": "多半背景不凡", "replacement": "背景都不凡",
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}])
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temporal = gates.temporal_fact_delta([{
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"original_exact": "谁也不知道", "replacement": "那年秋分的夜里，谁也不知道",
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}])
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numeric_temporal = gates.temporal_fact_delta([{
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"original_exact": "谁也不知道", "replacement": "2026年3天后的夜里，谁也不知道",
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}])
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self.assertFalse(modality["pass"])
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self.assertFalse(temporal["pass"])
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self.assertFalse(numeric_temporal["pass"])
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def test_voice_gate_does_not_turn_missing_or_candidate_baseline_into_pass(self):
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result = run_voice_gate("甲走进门。乙关上窗。", "甲走进门。乙关上窗。", None)
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candidate = run_voice_gate(
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"甲走进门。乙关上窗。", "甲走进门。乙关上窗。", {"status": "candidate"}
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)
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self.assertIsNone(result["pass"])
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self.assertEqual(result["status"], "unverified")
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self.assertIsNone(candidate["pass"])
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self.assertEqual(candidate["status"], "unverified")
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def test_rule_activation_requires_holdout_and_approver(self):
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samples = load.load_samples()
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rules = load.load_rules(samples=samples)
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# s002 已 active；激活门行为用它的 candidate 副本演练，不依赖库里必须留有候选。
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candidate = {**rules["s002"], "status": "candidate"}
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version = candidate["version"]
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contract = evaluation.evaluate_rule_contract(candidate, samples)
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with self.assertRaises(evaluation.EvaluationError):
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evaluation.activate_rule(candidate, contract_report=contract, holdout_report=None, approver="qingse")
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with self.assertRaises(evaluation.EvaluationError):
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evaluation.activate_rule(
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candidate,
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contract_report={**contract, "rule_id": "s002", "rule_version": version},
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holdout_report={"rule_id": "s002", "eligible": True},
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approver="qingse",
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)
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holdout = evaluation.evaluate_holdout(candidate, {
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"dataset_id": "holdout-s002-v1",
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"sf_total": 5,
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"sf_hit": 5,
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"snf_total": 5,
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"snf_false_repair": 0,
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"boundary_total": 2,
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"boundary_false_repair": 0,
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"regression_total": 2,
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"regression_safe": 2,
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})
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full_holdout = {
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**contract,
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"rule_id": "s002", "rule_version": version,
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"eligible": True, "holdout": holdout,
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}
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with self.assertRaises(evaluation.EvaluationError):
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evaluation.activate_rule(
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candidate, contract_report={**contract, "rule_id": "s002", "rule_version": version},
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holdout_report={**full_holdout, "rule_version": version + 1}, approver="qingse"
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)
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active = evaluation.activate_rule(
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candidate, contract_report={**contract, "rule_id": "s002", "rule_version": version},
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holdout_report=full_holdout, approver="qingse"
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)
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self.assertEqual(active["status"], "active")
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self.assertEqual(active["activation"]["approved_by"], "qingse")
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def test_mining_extra_sample_requires_canonical_verified_projection(self):
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with tempfile.TemporaryDirectory() as tmp:
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root = pathlib.Path(tmp)
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source = root / "source.txt"
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source.write_text("值得注意的是，门外下起了雨。", encoding="utf-8")
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shadow = CAPTURE.capture_file(source, work_ref="synthetic:work", source_license="owned")[0]
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annotated = CAPTURE.annotate_card(shadow, label="sf", carrier="narration")
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verification = {"cards": [CAPTURE.revalidate_card(annotated, source_path=source)]}
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canonical = CAPTURE.confirm_card(
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annotated, reviewer="human", note="功能已确认", verification=verification
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)
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sample = CAPTURE.project_sample(canonical, verification=verification)
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sample_path = root / "samples.json"
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sample_path.write_text(json.dumps({"samples": [sample]}, ensure_ascii=False), encoding="utf-8")
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with self.assertRaises(MINE.MiningError):
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MINE._load_extra_samples([sample_path])
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loaded = MINE._load_extra_samples(
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[sample_path], cards={canonical["id"]: canonical}, verification=verification
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)
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self.assertEqual(loaded[sample["id"]]["case_card_id"], canonical["id"])
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tampered = dict(sample, text="篡改后的样例")
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sample_path.write_text(json.dumps({"samples": [tampered]}, ensure_ascii=False), encoding="utf-8")
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with self.assertRaises(MINE.MiningError):
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MINE._load_extra_samples(
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[sample_path], cards={canonical["id"]: canonical}, verification=verification
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)
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def test_mining_evaluate_cli_is_offline_by_explicit_flag(self):
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rule_path = ROOT / "rules/structural/s002.yaml"
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with tempfile.TemporaryDirectory() as tmp:
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output = pathlib.Path(tmp) / "evaluation.json"
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code = MINE.main([
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"evaluate-rule", "--rule", str(rule_path), "--output", str(output), "--offline",
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])
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self.assertEqual(code, 0)
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report = json.loads(output.read_text(encoding="utf-8"))
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self.assertTrue(report["contract_pass"])
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self.assertFalse(report["eligible"])
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self.assertEqual(report["persistence"]["status"], "offline")
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if __name__ == "__main__":
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unittest.main()
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