#!/usr/bin/env -S uv run """ Validate Parquet files by comparing with original CoNLL-U data. This script is a wrapper around the ud-hf-parquet-tools library. For the actual implementation, see: https://github.com/bot-zen/ud-hf-parquet-tools This script can validate both: - Remote: Downloaded from HuggingFace Hub - Local: Local parquet files in ../parquet/ Repository: commul/universal_dependencies Usage: python 05_validate_parquet.py [OPTIONS] Options: --ud-ver VERSION UD version context for metadata/revision defaults (default: 2.17) --test Only validate 3 test treebanks (fr_gsd, en_ewt, it_isdt) --treebanks NAMES Comma-separated list of treebank names to validate --blocked-treebanks FILE Path to blocked treebanks YAML file (default: tools/blocked_treebanks.yaml) --revision BRANCH HuggingFace Hub revision/branch (default: --ud-ver) --local Validate local parquet files instead of HuggingFace Hub --parquet-dir DIR Path to local parquet directory (implies --local) -v, --verbose Print progress messages (default: True) -vv, --very-verbose Show all differences -q, --quiet Suppress progress messages Examples: # Validate 3 test treebanks from local files python 05_validate_parquet.py --test --local # Validate specific treebanks from HuggingFace Hub python 05_validate_parquet.py --treebanks fr_gsd,en_ewt --revision 2.17 # Validate all treebanks from main branch python 05_validate_parquet.py --revision main Note for developers: If you're modifying the ud-hf-parquet-tools library locally, run this script with 'python' directly instead of relying on the shebang, to ensure it uses your local editable install rather than the PyPI version: python tools/05_validate_parquet.py [options] """ import argparse import json import os import sys from pathlib import Path from dotenv import load_dotenv import yaml from _ud_hfp_wrapper import ( append_common_verbosity_args, get_repo_paths, run_ud_tools, ) # Load environment variables from tools/.env load_dotenv(Path(__file__).with_name(".env")) UD_VER = os.getenv("UD_VER", "2.17") # Project paths PATHS = get_repo_paths(__file__) def _load_metadata_treebanks(metadata_path: str) -> list[str]: with open(metadata_path, "r", encoding="utf-8") as f: metadata = json.load(f) return sorted(metadata.keys()) def _load_blocked_treebanks(blocked_treebanks_path: str) -> set[str]: blocked_file = Path(blocked_treebanks_path) if not blocked_file.exists(): return set() with open(blocked_file, "r", encoding="utf-8") as f: blocked_data = yaml.safe_load(f) or {} return set(blocked_data.keys()) def _select_treebanks(args, metadata_treebanks: list[str]) -> list[str]: if args.test: return [t for t in ["fr_gsd", "en_ewt", "it_isdt"] if t in metadata_treebanks] if args.treebanks: return [t.strip() for t in args.treebanks.split(",") if t.strip()] return metadata_treebanks def main(): """Main entry point - wrapper around ud-hf-parquet-tools.""" parser = argparse.ArgumentParser( description="Validate Parquet files by comparing with original CoNLL-U data" ) parser.add_argument("--test", action="store_true", help="Test mode: validate 3 treebanks only") parser.add_argument("--treebanks", help="Comma-separated list of treebank names") parser.add_argument( "--ud-ver", default=UD_VER, help="UD version context for local metadata defaults (default: UD_VER from env or 2.17)", ) parser.add_argument("--blocked-treebanks", help="Path to blocked treebanks YAML file") parser.add_argument("--revision", help="HuggingFace Hub revision/branch (default: --ud-ver)") parser.add_argument("--local", action="store_true", help="Validate local parquet files") parser.add_argument("--parquet-dir", help="Path to local parquet directory (implies --local)") parser.add_argument("--metadata", help="Path to metadata file (overrides default)") parser.add_argument("-v", "--verbose", action="store_true", default=True, help="Verbose output") parser.add_argument("-vv", "--very-verbose", action="store_true", help="Show all differences") parser.add_argument("-q", "--quiet", action="store_true", help="Quiet mode") args = parser.parse_args() ud_ver = args.ud_ver revision = args.revision or ud_ver versioned_metadata = Path(__file__).resolve().parent / f"metadata-{ud_ver}.json" default_metadata = versioned_metadata if versioned_metadata.exists() else PATHS.metadata_file metadata_path = args.metadata or str(default_metadata) blocked_treebanks_path = args.blocked_treebanks or str(PATHS.blocked_treebanks_file) metadata_treebanks = _load_metadata_treebanks(metadata_path) selected_treebanks = _select_treebanks(args, metadata_treebanks) blocked_treebanks = _load_blocked_treebanks(blocked_treebanks_path) ignored_blocked = [t for t in selected_treebanks if t in blocked_treebanks] treebanks_to_validate = [t for t in selected_treebanks if t not in blocked_treebanks] if not args.quiet: print( f"Ignored blocked treebanks ({len(ignored_blocked)}) " f"from {blocked_treebanks_path}" ) if args.verbose and ignored_blocked: print(f" {', '.join(sorted(ignored_blocked))}") if not treebanks_to_validate: if not args.quiet: print("No treebanks to validate after blocked filtering.") return 0 # Build arguments for ud-hf-parquet-tools tool_args = [ "ud-hfp-tools", "validate", "--metadata", metadata_path, "--ud-repos-dir", str(PATHS.ud_repos_dir), "--treebanks", ",".join(treebanks_to_validate), ] # Handle parquet directory if args.parquet_dir: tool_args.extend(["--parquet-dir", args.parquet_dir]) elif args.local: tool_args.extend(["--parquet-dir", str(PATHS.parquet_dir)]) else: # Remote validation tool_args.extend(["--revision", revision]) append_common_verbosity_args(args, tool_args) return run_ud_tools(tool_args) if __name__ == "__main__": sys.exit(main())