TRACE-Bench / scripts /validate_dataset.py
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Release LifeUW-Bench v0.1.0
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#!/usr/bin/env python3
"""Lightweight, dependency-free structural validation for release files."""
from __future__ import annotations
import json
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
REQUIRED = {"case_id", "parent_case_id", "task", "question", "prompt", "target_decision", "documents", "gold", "perturbation"}
GOLD = {"condition", "status", "control", "decision", "policy_rules", "evidence_ids", "requires_human_review"}
def main() -> None:
files = sorted((ROOT / "data").glob("*/test.jsonl"))
assert files, "No test JSONL files found. Run scripts/generate_v0_1.py first."
count, instance_keys = 0, set()
for path in files:
for line_number, line in enumerate(path.read_text().splitlines(), 1):
item = json.loads(line)
assert REQUIRED <= item.keys(), f"{path}:{line_number}: missing top-level fields"
assert GOLD <= item["gold"].keys(), f"{path}:{line_number}: missing gold fields"
assert item["gold"]["decision"] in {"standard", "rated", "refer"}
assert item["target_decision"] == item["gold"]["decision"]
assert len(item["documents"]) >= 1
instance_key = (item["task"], item["case_id"])
assert instance_key not in instance_keys, f"duplicate task/case ID: {instance_key}"
if item["perturbation"]["type"] != "none":
assert item["parent_case_id"], f"{item['case_id']}: perturbation needs parent"
instance_keys.add(instance_key); count += 1
print(f"Validated {count} unique instances across {len(files)} configurations.")
if __name__ == "__main__":
main()