Download workflows/validate_manifest.py from KrazyKitty/Data-Lab: direct link, hf CLI and curl.
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https://huggingface.co/datasets/KrazyKitty/Data-Lab/resolve/main/workflows/validate_manifest.py
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hf download hf://datasets/KrazyKitty/Data-Lab/workflows/validate_manifest.py
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curl -L -o validate_manifest.py https://huggingface.co/datasets/KrazyKitty/Data-Lab/resolve/main/workflows/validate_manifest.py
7.98 kB
| """Validate a DATA LAB source manifest without external dependencies.""" | |
| from __future__ import annotations | |
| import argparse | |
| import json | |
| import re | |
| from datetime import datetime | |
| from pathlib import Path, PurePosixPath | |
| from typing import Any | |
| from urllib.parse import urlparse | |
| SHA256_RE = re.compile(r"^[a-f0-9]{64}$") | |
| SOURCE_ID_RE = re.compile(r"^[a-z0-9][a-z0-9._-]*$") | |
| DECISIONS = {"proposed", "approved", "rejected", "withdrawn"} | |
| PERMISSIONS = {"pending", "approved", "rejected"} | |
| REDISTRIBUTION = {"allowed", "restricted", "prohibited", "unknown"} | |
| PRIVACY_STATES = {"pending", "passed", "failed"} | |
| def _is_https(value: Any) -> bool: | |
| if not isinstance(value, str): | |
| return False | |
| parsed = urlparse(value) | |
| return parsed.scheme == "https" and bool(parsed.netloc) | |
| def _is_utc_timestamp(value: Any) -> bool: | |
| if not isinstance(value, str) or not value.endswith("Z"): | |
| return False | |
| try: | |
| datetime.fromisoformat(value.removesuffix("Z") + "+00:00") | |
| except ValueError: | |
| return False | |
| return True | |
| def _is_safe_relative_path(value: Any) -> bool: | |
| if not isinstance(value, str) or not value.strip() or "\\" in value: | |
| return False | |
| path = PurePosixPath(value) | |
| return not path.is_absolute() and ".." not in path.parts and "." not in path.parts | |
| def validate_manifest(data: Any) -> list[str]: | |
| """Return human-readable validation errors; an empty list means valid.""" | |
| errors: list[str] = [] | |
| if not isinstance(data, dict): | |
| return ["manifest root must be a JSON object"] | |
| if data.get("schema_version") != "1.0": | |
| errors.append("schema_version must be '1.0'") | |
| if not isinstance(data.get("dataset_id"), str) or not data["dataset_id"].strip(): | |
| errors.append("dataset_id must be a non-empty string") | |
| decision = data.get("decision") | |
| if not isinstance(decision, dict): | |
| errors.append("decision must be an object") | |
| decision = {} | |
| status = decision.get("status") | |
| if status not in DECISIONS: | |
| errors.append(f"decision.status must be one of {sorted(DECISIONS)}") | |
| if not isinstance(decision.get("notes"), list) or not all( | |
| isinstance(note, str) for note in decision.get("notes", []) | |
| ): | |
| errors.append("decision.notes must be an array of strings") | |
| if status == "approved": | |
| if not isinstance(decision.get("reviewed_by"), str) or not decision["reviewed_by"].strip(): | |
| errors.append("approved manifest requires decision.reviewed_by") | |
| if not _is_utc_timestamp(decision.get("reviewed_at")): | |
| errors.append("approved manifest requires a UTC decision.reviewed_at ending in Z") | |
| sources = data.get("sources") | |
| if not isinstance(sources, list): | |
| errors.append("sources must be an array") | |
| return errors | |
| seen_ids: set[str] = set() | |
| for index, source in enumerate(sources): | |
| prefix = f"sources[{index}]" | |
| if not isinstance(source, dict): | |
| errors.append(f"{prefix} must be an object") | |
| continue | |
| source_id = source.get("source_id") | |
| if not isinstance(source_id, str) or not SOURCE_ID_RE.fullmatch(source_id): | |
| errors.append(f"{prefix}.source_id must use lowercase letters, digits, dot, underscore, or hyphen") | |
| elif source_id in seen_ids: | |
| errors.append(f"{prefix}.source_id is duplicated: {source_id}") | |
| else: | |
| seen_ids.add(source_id) | |
| for field in ("title", "publisher", "version"): | |
| if not isinstance(source.get(field), str) or not source[field].strip(): | |
| errors.append(f"{prefix}.{field} must be a non-empty string") | |
| if not _is_https(source.get("canonical_url")): | |
| errors.append(f"{prefix}.canonical_url must be an HTTPS URL") | |
| if not _is_utc_timestamp(source.get("retrieved_at")): | |
| errors.append(f"{prefix}.retrieved_at must be a UTC timestamp ending in Z") | |
| if not _is_safe_relative_path(source.get("content_path")): | |
| errors.append(f"{prefix}.content_path must be a safe POSIX-style relative path") | |
| if not isinstance(source.get("sha256"), str) or not SHA256_RE.fullmatch(source["sha256"]): | |
| errors.append(f"{prefix}.sha256 must be a lowercase 64-character SHA-256 digest") | |
| licence = source.get("license") | |
| if not isinstance(licence, dict): | |
| errors.append(f"{prefix}.license must be an object") | |
| licence = {} | |
| if not isinstance(licence.get("identifier"), str) or not licence["identifier"].strip(): | |
| errors.append(f"{prefix}.license.identifier must be non-empty") | |
| if not _is_https(licence.get("url")): | |
| errors.append(f"{prefix}.license.url must be an HTTPS URL") | |
| if licence.get("permission_status") not in PERMISSIONS: | |
| errors.append(f"{prefix}.license.permission_status is invalid") | |
| if licence.get("redistribution") not in REDISTRIBUTION: | |
| errors.append(f"{prefix}.license.redistribution is invalid") | |
| privacy = source.get("privacy") | |
| if not isinstance(privacy, dict): | |
| errors.append(f"{prefix}.privacy must be an object") | |
| privacy = {} | |
| if privacy.get("review_status") not in PRIVACY_STATES: | |
| errors.append(f"{prefix}.privacy.review_status is invalid") | |
| if privacy.get("contains_personal_data") not in (True, False, None): | |
| errors.append(f"{prefix}.privacy.contains_personal_data must be true, false, or null") | |
| if not isinstance(privacy.get("notes"), list) or not all( | |
| isinstance(note, str) for note in privacy.get("notes", []) | |
| ): | |
| errors.append(f"{prefix}.privacy.notes must be an array of strings") | |
| use = source.get("use") | |
| if not isinstance(use, dict): | |
| errors.append(f"{prefix}.use must be an object") | |
| use = {} | |
| if not isinstance(use.get("purpose"), str) or not use["purpose"].strip(): | |
| errors.append(f"{prefix}.use.purpose must be non-empty") | |
| if not isinstance(use.get("allowed"), bool): | |
| errors.append(f"{prefix}.use.allowed must be a boolean") | |
| if not isinstance(use.get("restrictions"), list) or not all( | |
| isinstance(item, str) for item in use.get("restrictions", []) | |
| ): | |
| errors.append(f"{prefix}.use.restrictions must be an array of strings") | |
| if status == "approved": | |
| if licence.get("permission_status") != "approved": | |
| errors.append(f"{prefix} is not approved by the licensing review") | |
| if privacy.get("review_status") != "passed": | |
| errors.append(f"{prefix} has not passed privacy review") | |
| if not isinstance(privacy.get("consent_or_lawful_basis"), str) or not privacy[ | |
| "consent_or_lawful_basis" | |
| ].strip(): | |
| errors.append(f"{prefix} lacks consent or another documented lawful basis") | |
| if use.get("allowed") is not True: | |
| errors.append(f"{prefix}.use.allowed must be true for an approved manifest") | |
| return errors | |
| def load_manifest(path: Path) -> dict[str, Any]: | |
| data = json.loads(path.read_text(encoding="utf-8")) | |
| if not isinstance(data, dict): | |
| raise ValueError("manifest root must be an object") | |
| return data | |
| def main() -> int: | |
| parser = argparse.ArgumentParser(description=__doc__) | |
| parser.add_argument("manifest", type=Path) | |
| args = parser.parse_args() | |
| try: | |
| data = load_manifest(args.manifest) | |
| except (OSError, json.JSONDecodeError, ValueError) as exc: | |
| print(f"INVALID: {exc}") | |
| return 2 | |
| errors = validate_manifest(data) | |
| if errors: | |
| print("INVALID") | |
| for error in errors: | |
| print(f"- {error}") | |
| return 1 | |
| print(f"VALID: {data['dataset_id']} ({data['decision']['status']})") | |
| return 0 | |
| if __name__ == "__main__": | |
| raise SystemExit(main()) | |