#!/usr/bin/env python3 """Validate the deliberately source-free public toolkit release.""" from __future__ import annotations import argparse import hashlib import json import sys from pathlib import Path SPLITS = ("train", "validation", "test") REQUIRED_FILES = ( "README.md", "LICENSE", "NOTICE.md", "metrics/private_release_summary.json", "schemas/chat-example.schema.json", "docs/methodology.md", "docs/private-source-boundary.md", "docs/validation-summary.md", ) PROHIBITED_SUFFIXES = { ".zip", ".gml", ".png", ".jpg", ".jpeg", ".gif", ".webp", ".wav", ".ogg", ".mp3", ".flac", } PROHIBITED_DATA_FIELDS = {"raw_excerpt", "source_text", "image_bytes", "audio_bytes"} EXPECTED_ROLES = ("system", "user", "assistant") def normalized_digest(value: object) -> str: encoded = json.dumps(value, ensure_ascii=False, sort_keys=True) normalized = " ".join(encoded.lower().split()) return hashlib.sha256(normalized.encode("utf-8")).hexdigest() def load_jsonl(path: Path) -> list[dict]: rows: list[dict] = [] with path.open(encoding="utf-8-sig") as handle: for line_number, line in enumerate(handle, 1): if not line.strip(): continue try: row = json.loads(line) except json.JSONDecodeError as exc: raise ValueError(f"{path}:{line_number}: invalid JSON: {exc}") from exc if not isinstance(row, dict): raise ValueError(f"{path}:{line_number}: row must be an object") rows.append(row) if not rows: raise ValueError(f"{path}: split is empty") return rows def validate_row(path: Path, index: int, row: dict) -> None: label = f"{path}:{index}" if row.get("synthetic") is not True: raise ValueError(f"{label}: every public row must be explicitly synthetic") if not isinstance(row.get("id"), str) or not row["id"].strip(): raise ValueError(f"{label}: missing id") if not isinstance(row.get("task"), str) or not row["task"].strip(): raise ValueError(f"{label}: missing task") if PROHIBITED_DATA_FIELDS.intersection(row): raise ValueError(f"{label}: contains a prohibited private-source field") messages = row.get("messages") if not isinstance(messages, list) or len(messages) != len(EXPECTED_ROLES): raise ValueError(f"{label}: messages must contain system, user, and assistant") roles = tuple(message.get("role") for message in messages if isinstance(message, dict)) if roles != EXPECTED_ROLES: raise ValueError(f"{label}: unexpected role sequence {roles}") for message in messages: if not isinstance(message.get("content"), str) or not message["content"].strip(): raise ValueError(f"{label}: message content must be non-empty text") def main() -> int: parser = argparse.ArgumentParser() parser.add_argument("--root", type=Path, default=Path(__file__).resolve().parents[1]) args = parser.parse_args() root = args.root.resolve() errors: list[str] = [] for relative in REQUIRED_FILES: if not (root / relative).is_file(): errors.append(f"missing required file: {relative}") prohibited = [ path.relative_to(root).as_posix() for path in root.rglob("*") if path.is_file() and path.suffix.lower() in PROHIBITED_SUFFIXES ] if prohibited: errors.append("prohibited extracted/binary files: " + ", ".join(prohibited[:10])) seen_ids: set[str] = set() fingerprints: dict[str, str] = {} counts: dict[str, int] = {} for split in SPLITS: path = root / "data" / "synthetic" / f"{split}.jsonl" try: rows = load_jsonl(path) counts[split] = len(rows) for index, row in enumerate(rows, 1): validate_row(path.relative_to(root), index, row) row_id = row["id"] if row_id in seen_ids: raise ValueError(f"duplicate id: {row_id}") seen_ids.add(row_id) fingerprint = normalized_digest(row["messages"]) if fingerprint in fingerprints: raise ValueError( f"cross-split duplicate: {row_id} matches {fingerprints[fingerprint]}" ) fingerprints[fingerprint] = row_id except (OSError, ValueError) as exc: errors.append(str(exc)) if errors: print("PUBLIC_RELEASE_VALIDATION=FAIL") for error in errors: print(f"- {error}") return 1 print("PUBLIC_RELEASE_VALIDATION=PASS") print("synthetic_rows=" + str(sum(counts.values()))) print("split_counts=" + json.dumps(counts, sort_keys=True)) print("prohibited_files=0") return 0 if __name__ == "__main__": sys.exit(main())