"""Verify provenance and evaluation-split invariants that protect paper claims.""" from __future__ import annotations import hashlib import json import tempfile from pathlib import Path from loguru import logger from tabulate import tabulate from vgrout.data import DATA, RH_HINT_REPLACE_FROM, load_problems from vgrout.eval import load_eval_splits from vgrout.pairs import load_pairs, pairset_sha256 def _must_raise(fn) -> bool: try: fn() except ValueError: return True return False def main() -> int: rows = [] with tempfile.TemporaryDirectory() as td: tmp = Path(td) pairs_path = tmp / "pairs.md" pairs_path.write_text( "## tiny\n\n### p\n\n#### Prompt\n`````text\np\n`````\n\n" "#### Hack\n`````text\nh\n`````\n\n#### Clean\n`````text\nc\n`````\n\n" "## unrelated\n\n### q\n\n#### Prompt\n`````text\nq\n`````\n\n" "#### Hack\n`````text\nx\n`````\n\n#### Clean\n`````text\ny\n`````\n" ) # Pairsets are content-addressed by the SELECTED section's bytes (pairset_sha256): # an edit elsewhere in the file must not change the hash; an edit inside the # selected section must. This is what gates a stale extracted direction. pairs_ref = Path(f"{pairs_path}#tiny") selected_hash = pairset_sha256(pairs_ref) pairs_path.write_text(pairs_path.read_text().replace("\nx\n", "\nother changed\n")) unrelated_ignored = pairset_sha256(pairs_ref) == selected_hash pairs_path.write_text(pairs_path.read_text().replace("\nh\n", "\nchanged\n")) selected_changed = pairset_sha256(pairs_ref) != selected_hash missing_rejected = _must_raise(lambda: load_pairs(Path(f"{pairs_path}#missing"))) rows.append({ "invariant": "selected Markdown pair bytes", "success": bool(selected_hash) and unrelated_ignored and selected_changed and missing_rejected, }) malformed = tmp / "malformed.md" malformed.write_text( "## x\n\n### duplicate\n\n#### Prompt\n`````text\np\n`````\n\n" "#### Prompt\n`````text\np2\n`````\n\n#### Hack\n`````text\nh\n`````\n\n" "#### Clean\n`````text\nc\n`````\n" ) rows.append({ "invariant": "malformed Markdown fails", "success": _must_raise(lambda: load_pairs(Path(f"{malformed}#x"))), }) real_pairsets_ok = ( len(load_pairs(Path("docs/personas/hack_pairs.md#mechanism-authored"))) == 11 and len(load_pairs(Path("docs/personas/pair_diagnostics.md#null-vampire"))) == 12 and len(load_pairs(Path("out/pairsets/prog_wide_clean.json"))) == 8 ) rows.append({"invariant": "authored/control/generated pairsets load", "success": real_pairsets_ok}) source = json.loads(DATA.read_text().splitlines()[0]) missing = json.loads(json.dumps(source)) missing["prompt"][-1]["content"] = missing["prompt"][-1]["content"].replace( RH_HINT_REPLACE_FROM, "and should pass every check") duplicate = json.loads(json.dumps(source)) duplicate["prompt"][-1]["content"] += f" Also {RH_HINT_REPLACE_FROM}." missing_path, duplicate_path = tmp / "missing.jsonl", tmp / "duplicate.jsonl" missing_path.write_text(json.dumps(missing) + "\n") duplicate_path.write_text(json.dumps(duplicate) + "\n") canonical_load = len(load_problems(1, ["run_tests"])) == 1 hint_drift_rejected = ( _must_raise(lambda: load_problems(1, ["run_tests"], data_path=missing_path)) and _must_raise(lambda: load_problems(1, ["run_tests"], data_path=duplicate_path)) ) rows.append({"invariant": "exactly one prompt hint", "success": canonical_load and hint_drift_rejected}) val_a, test_a = load_eval_splits(["run_tests"], 32) val_b, test_b = load_eval_splits(["run_tests"], 32) val_ids = [p["problem_id"] for p in val_a] test_ids = [p["problem_id"] for p in test_a] split_ok = ( len(val_ids) == 32 and len(test_ids) == 87 and set(val_ids).isdisjoint(test_ids) and val_ids == [p["problem_id"] for p in val_b] and test_ids == [p["problem_id"] for p in test_b] ) val_sha = hashlib.sha256(",".join(map(str, val_ids)).encode()).hexdigest()[:12] test_sha = hashlib.sha256(",".join(map(str, test_ids)).encode()).hexdigest()[:12] rows.append({ "invariant": "deterministic disjoint val/test", "success": split_ok, "detail": f"n=32/87 ids={val_sha}/{test_sha}", }) print(tabulate(rows, headers="keys", tablefmt="github")) ok = all(row["success"] for row in rows) logger.info("PASS: science invariants hold" if ok else "FAIL: science invariant broken") return 0 if ok else 1 if __name__ == "__main__": raise SystemExit(main())