Datasets:
Download scripts/verify_download.py from Linwei-Chen/CASID: direct link, hf CLI and curl.
- Browser
- Download file 2.23 kB
-
https://huggingface.co/datasets/Linwei-Chen/CASID/resolve/main/scripts/verify_download.py
- Command line
-
hf download hf://datasets/Linwei-Chen/CASID/scripts/verify_download.py
-
curl -L -o verify_download.py https://huggingface.co/datasets/Linwei-Chen/CASID/resolve/main/scripts/verify_download.py
2.23 kB
| #!/usr/bin/env python | |
| # -*- coding: utf-8 -*- | |
| """Verify a downloaded CASID release against release_file_hashes.csv. | |
| Checks, for every row in the manifest: | |
| 1. the file exists | |
| 2. its size matches | |
| 3. its MD5 matches (full read) | |
| Usage: | |
| python verify_download.py --root CASID-dataset [--workers 8] | |
| """ | |
| import argparse | |
| import csv | |
| import hashlib | |
| import os | |
| import sys | |
| from multiprocessing import Pool | |
| CHUNK = 1 << 20 | |
| def check(task): | |
| root, rel, size, md5 = task | |
| path = os.path.join(root, rel) | |
| if not os.path.isfile(path): | |
| return rel, "MISSING" | |
| if os.path.getsize(path) != int(size): | |
| return rel, "SIZE_MISMATCH" | |
| h = hashlib.md5() | |
| try: | |
| with open(path, "rb") as f: | |
| for chunk in iter(lambda: f.read(CHUNK), b""): | |
| h.update(chunk) | |
| except OSError as e: | |
| return rel, "READ_ERROR(%s)" % e | |
| return rel, "OK" if h.hexdigest() == md5 else "MD5_MISMATCH" | |
| def main(): | |
| ap = argparse.ArgumentParser() | |
| ap.add_argument("--root", required=True, help="downloaded dataset root") | |
| ap.add_argument("--workers", type=int, default=8) | |
| args = ap.parse_args() | |
| manifest = os.path.join(args.root, "release_file_hashes.csv") | |
| if not os.path.isfile(manifest): | |
| sys.exit("ERROR: %s not found (download incomplete?)" % manifest) | |
| tasks = [] | |
| with open(manifest) as f: | |
| for row in csv.reader(f): | |
| if row and row[0] != "path": | |
| tasks.append((args.root, row[0], row[1], row[2])) | |
| print("verifying %d files ..." % len(tasks)) | |
| n_ok = n_bad = 0 | |
| bad = [] | |
| with Pool(args.workers) as pool: | |
| for rel, status in pool.imap_unordered(check, tasks, chunksize=8): | |
| if status == "OK": | |
| n_ok += 1 | |
| else: | |
| n_bad += 1 | |
| bad.append((rel, status)) | |
| if (n_ok + n_bad) % 500 == 0: | |
| print(" %d/%d" % (n_ok + n_bad, len(tasks)), flush=True) | |
| print("RESULT: %d OK, %d bad (total %d)" % (n_ok, n_bad, len(tasks))) | |
| for rel, status in bad[:20]: | |
| print(" %s: %s" % (status, rel)) | |
| if n_bad: | |
| sys.exit(1) | |
| print("ALL FILES VERIFIED ✔") | |
| if __name__ == "__main__": | |
| main() | |