from __future__ import annotations import argparse import json import re from pathlib import Path ENGLISH_MARKERS = re.compile(r"\b(okay|let|first|then|wait|problem|answer|step|correct|hmm)\b", re.IGNORECASE) def parse_args() -> argparse.Namespace: parser = argparse.ArgumentParser() parser.add_argument("results_json") return parser.parse_args() def main() -> None: args = parse_args() rows = json.loads(Path(args.results_json).read_text()) compliant = 0 for row in rows: output = row["output"] match = re.search(r"(.*?)", output, re.DOTALL) think = match.group(1).strip() if match else "" lines = [line.strip() for line in think.splitlines() if line.strip()] pseudocode_like = sum(1 for line in lines if "=" in line or "->" in line) has_english = any(ENGLISH_MARKERS.search(line) for line in lines) if lines and pseudocode_like >= max(3, int(len(lines) * 0.6)) and not has_english: compliant += 1 summary = { "compliant": compliant, "total": len(rows), "compliance": round(compliant / len(rows), 4) if rows else 0.0, } print(json.dumps(summary, indent=2)) if __name__ == "__main__": main()