"""Download, verify and extract selected splits of the public release.""" from __future__ import annotations import argparse import json import sys import tarfile from pathlib import Path # GitHub: scripts/prepare_dataset.py; HF: prepare_dataset.py beside release_utils.py. sys.path.insert(0, str(Path(__file__).resolve().parent.parent)) from release_utils import (ARTIFACTS, COUNTS, INDEX_SHA, PROTOCOL_SHA, REPO, REVISION, SUMS_SHA, LICENSE_REVISION, LICENSE_FILES, check_hash, contained_path, write_records) def selected_archives(root, splits, sums): selected = sorted(name for name in sums if name.endswith('.tar.gz') and name.split('-', 1)[0] in splits) if any(not any(name.startswith(s + '-') for name in selected) for s in splits): raise ValueError('Checksum manifest is missing a requested split') paths = [contained_path(root / 'archives', name) for name in selected] for path in paths: check_hash(path, sums[path.name]) return paths def main(): parser = argparse.ArgumentParser(description=__doc__) parser.add_argument('--local-dir', type=Path, default=Path('astrasr_data')) parser.add_argument('--splits', nargs='+', choices=COUNTS, default=['val', 'test']) parser.add_argument('--download-only', action='store_true') parser.add_argument('--local-only', action='store_true', help='Verify/extract an existing download') parser.add_argument('--artifacts', action='store_true', help='Also download weights and the PSF bank') parser.add_argument('--remove-archives', action='store_true', help='Remove verified archives after extraction') parser.add_argument('--keep-archives', action='store_true', help='Archives are kept by default') args = parser.parse_args() if args.remove_archives and args.keep_archives: parser.error('--remove-archives conflicts with --keep-archives') if not hasattr(tarfile, 'data_filter'): parser.error('Use Python 3.12+ or a patched Python with tarfile.data_filter') root = args.local_dir.resolve() if not args.local_only: from huggingface_hub import snapshot_download patterns = ['SHA256SUMS.txt', 'dataset_index.jsonl', 'x2_dataset_protocol_lrdegrade_v2.json'] patterns += [f'archives/{split}-*.tar.gz' for split in args.splits] if args.artifacts: patterns += list(ARTIFACTS) snapshot_download(REPO, repo_type='dataset', revision=REVISION, local_dir=str(root), allow_patterns=patterns, max_workers=2) snapshot_download(REPO, repo_type='dataset', revision=LICENSE_REVISION, local_dir=str(root), allow_patterns=list(LICENSE_FILES), max_workers=2) for name, digest in LICENSE_FILES.items(): check_hash(root / name, digest) check_hash(root / 'SHA256SUMS.txt', SUMS_SHA) check_hash(root / 'dataset_index.jsonl', INDEX_SHA) check_hash(root / 'x2_dataset_protocol_lrdegrade_v2.json', PROTOCOL_SHA) sums = {} for line in (root / 'SHA256SUMS.txt').read_text(encoding='utf-8').splitlines(): digest, name = line.split(None, 1) sums[name.strip()] = digest archives = selected_archives(root, set(args.splits), sums) if args.artifacts: for name, digest in ARTIFACTS.items(): check_hash(root / name, digest) print(f'Verified {len(archives)} requested archives at revision {REVISION}', flush=True) if args.download_only: return output = root / 'extracted' output.mkdir(parents=True, exist_ok=True) for archive in archives: print(f'Extracting {archive.name}', flush=True) with tarfile.open(archive, 'r:gz') as stream: stream.extractall(output, filter='data') records = write_records(root, args.splits) if args.remove_archives: for archive in archives: archive.unlink() print(json.dumps({'records': str(records), 'splits': sorted(set(args.splits)), 'note': 'Local index paths differ from the historical server index.'})) if __name__ == '__main__': main()