#!/usr/bin/env python3 import gzip, hashlib, json from pathlib import Path root = Path(__file__).parent manifest = json.loads((root / "metadata/manifest.json").read_text()) rows = tokens = 0 seen = set() for item in manifest["data_files"]: path = root / item["file"] if hashlib.sha256(path.read_bytes()).hexdigest() != item["sha256"]: raise ValueError(f"checksum mismatch: {path}") with gzip.open(path, "rt", encoding="utf-8") as handle: for line in handle: row = json.loads(line) if row["language"] != manifest["language"]: raise ValueError(f"language mismatch: {row['id']}") if row["id"] in seen: raise ValueError(f"duplicate id: {row['id']}") seen.add(row["id"]) roles = [message.get("role") for message in row["messages"]] if roles != ["user", "assistant"] * (len(roles) // 2): raise ValueError(f"invalid roles: {row['id']}") if not 1 <= row["rendered_token_count"] <= 4096: raise ValueError(f"invalid length: {row['id']}") if row["audit"].get("accepted") is not True: raise ValueError(f"unaccepted row: {row['id']}") if row["instruction_audit"].get("accepted") is not True: raise ValueError(f"unaccepted instruction: {row['id']}") if len(row["turn_audits"]) != len(roles) // 2 or any( verdict.get("accepted") is not True for verdict in row["turn_audits"] ): raise ValueError(f"invalid assistant-turn audits: {row['id']}") rows += 1 tokens += row["rendered_token_count"] if rows != manifest["rows"] or tokens != manifest["rendered_tokens"]: raise ValueError("manifest totals do not match data") print(json.dumps({"rows": rows, "rendered_tokens": tokens, "valid": True}, sort_keys=True))