spotify-metadata-parquet / code /prepare_release.py
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Add dataset card, analysis code, and release documentation
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"""Stage a checked export with the code and docs from this release. No upload."""
from __future__ import annotations
import argparse
import copy
import hashlib
import json
import os
from pathlib import Path
import re
import shutil
import subprocess
import sys
import time
RUNTIME = {'.cache', '__pycache__', '.git', '.venv', 'work'}
def read_json(path):
return json.loads(path.read_text(encoding='utf-8'))
def write_json(path, value):
path.parent.mkdir(parents=True, exist_ok=True)
path.write_text(json.dumps(value, indent=2), encoding='utf-8')
def inventory(folder):
folder = folder.resolve(strict=True)
paths = sorted(
p for p in folder.rglob('*') if p.is_file()
and not (set(p.relative_to(folder).parts) & RUNTIME)
and p.name not in {'release_inventory.json', 'upload_state.json'}
and p.suffix != '.pyc'
)
entries = []
started = last = time.monotonic()
for index, path in enumerate(paths, 1):
with path.open('rb') as handle:
digest = hashlib.file_digest(handle, 'sha256').hexdigest()
entries.append({'path': path.relative_to(folder).as_posix(), 'bytes': path.stat().st_size, 'sha256': digest})
if time.monotonic() - last >= 20:
print(json.dumps({'event': 'hash_progress', 'files': index, 'total': len(paths)}), flush=True)
last = time.monotonic()
result = {
'status': 'prepared', 'algorithm': 'SHA256', 'files': entries,
'file_count': len(entries), 'total_bytes': sum(i['bytes'] for i in entries),
'total_GiB': sum(i['bytes'] for i in entries) / 2**30,
'note': 'This inventory excludes itself and local runtime files.',
}
write_json(folder / 'release_inventory.json', result)
print(json.dumps({'event': 'inventory_complete', 'files': len(entries), 'GiB': result['total_GiB'], 'seconds': round(time.monotonic()-started, 1)}), flush=True)
def prepare(args):
source = args.compressed_dir.resolve(strict=True)
assets = args.assets_dir.resolve(strict=True)
dest = args.output_dir.resolve()
for input_path in (source, assets):
if dest == input_path or dest.is_relative_to(input_path) or input_path.is_relative_to(dest):
raise ValueError('Use a separate output directory outside the input folders')
if dest.exists():
raise ValueError('Output directory already exists. Choose a new directory')
if not re.fullmatch(r'[A-Za-z0-9_.-]+/[A-Za-z0-9_.-]+', args.repo_id):
raise ValueError('Use username/dataset-name')
manifest = read_json(source / 'manifest.json')
report = read_json(source / 'validation.json')
if manifest['status'] != 'complete' or report['status'] != 'passed':
raise ValueError('Use a completed export with a passed validation report')
dest.mkdir(parents=True)
for path in assets.rglob('*'):
relative = path.relative_to(assets)
if not path.is_file() or set(relative.parts) & RUNTIME or path.suffix in {'.parquet', '.pyc'}:
continue
if path.name in {'manifest.json', 'validation.json', 'upload_plan.json', 'release_inventory.json', 'release_checks.json', 'upload_state.json'}:
continue
target = dest / relative
target.parent.mkdir(parents=True, exist_ok=True)
shutil.copy2(path, target)
public_manifest = copy.deepcopy(manifest)
public_manifest['source_folder'] = 'source SQLite databases (local path omitted)'
write_json(dest / 'manifest.json', public_manifest)
shutil.copy2(source / 'validation.json', dest / 'validation.json')
count = 0
counts = []
for filename, database in manifest['databases'].items():
for table, info in database['tables'].items():
counts.append({'File': filename, 'Table': table, 'Rows': info['rows'], 'Columns': len(info['schema']) - 1, 'SizeBytes': database['source_identity']['bytes']})
for part in info['parts']:
relative = Path(Path(filename).stem) / table / part['part']
src = (source / relative).resolve(strict=True)
target = (dest / relative).resolve()
if not src.is_relative_to(source) or not target.is_relative_to(dest):
raise ValueError('Invalid manifest part path')
if src.stat().st_size != part['bytes']:
raise ValueError('Part size differs: ' + str(relative))
target.parent.mkdir(parents=True, exist_ok=True)
if args.copy_data:
shutil.copy2(src, target)
else:
os.link(src, target) # Requires both folders on one filesystem.
count += 1
if count != report['files']:
raise ValueError('Part count differs from validation report')
write_json(dest / 'metadata/source_counts.json', counts)
plan = {
'repo_id': args.repo_id, 'repo_type': 'dataset', 'public': True,
'status': 'prepared_not_uploaded', 'parquet_files': count,
'parquet_bytes': manifest['total_parquet_bytes'],
'parquet_GiB': manifest['total_parquet_bytes'] / 2**30,
'tables': report['tables'], 'rows': manifest['total_rows'],
'original_databases_modified': False, 'code_included': True,
'local_data_layout': 'copies' if args.copy_data else 'hard links to validated Parquet',
'source_license': 'No explicit redistribution license supplied; no new license assigned',
}
write_json(dest / 'upload_plan.json', plan)
subprocess.run([sys.executable, str(dest / 'code/prepare_hf_card.py'), '--repo-id', args.repo_id], check=True)
write_json(dest / 'release_checks.json', {'status': 'not_run_for_this_new_package', 'note': 'Run the documented local validation before publishing this newly staged package.'})
inventory(dest)
print(json.dumps(plan, indent=2))
if __name__ == '__main__':
parser = argparse.ArgumentParser(description=__doc__)
parser.add_argument('--compressed-dir', type=Path)
parser.add_argument('--assets-dir', type=Path, default=Path(__file__).resolve().parents[1])
parser.add_argument('--output-dir', type=Path)
parser.add_argument('--repo-id', default='alpha31476/spotify-metadata-parquet')
parser.add_argument('--copy-data', action='store_true', help='Copy data instead of same-filesystem hard links')
parser.add_argument('--inventory-only', type=Path)
args = parser.parse_args()
if args.inventory_only:
inventory(args.inventory_only)
elif not args.compressed_dir or not args.output_dir:
parser.error('--compressed-dir and --output-dir are required for preparation')
else:
prepare(args)