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Download tools/validate_release.py from diffusion-gif/trick-prediction-simulation-data: direct link, hf CLI and curl.
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https://huggingface.co/datasets/diffusion-gif/trick-prediction-simulation-data/resolve/main/tools/validate_release.py
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hf download hf://datasets/diffusion-gif/trick-prediction-simulation-data/tools/validate_release.py
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curl -L -o validate_release.py https://huggingface.co/datasets/diffusion-gif/trick-prediction-simulation-data/resolve/main/tools/validate_release.py
5.92 kB
| #!/usr/bin/env python3 | |
| """Validate public allowlists, split separation and every tar/frame checksum.""" | |
| import argparse,collections,hashlib,io,json,re,tarfile | |
| from pathlib import Path | |
| import numpy as np | |
| from PIL import Image | |
| from schema import TEXT_RISK,validate | |
| SECRET=re.compile(rb'\bhf_[A-Za-z0-9]{25,}|\bghp_[A-Za-z0-9]{25,}|\bsk-[A-Za-z0-9_-]{25,}|-----BEGIN [A-Z ]*PRIVATE KEY-----') | |
| def sha(path): | |
| h=hashlib.sha256() | |
| with Path(path).open('rb') as f: | |
| for b in iter(lambda:f.read(8*1024*1024),b''):h.update(b) | |
| return h.hexdigest() | |
| def run(root,check_manifest=True): | |
| root=Path(root);records={};groups={};counts={} | |
| for split in ('train','heldout'): | |
| groups[split]=set();counts[split]=0 | |
| for line in (root/'data'/(split+'.jsonl')).open(): | |
| row=validate(json.loads(line)) | |
| if row['split']!=split or row['sample_id'] in records:raise ValueError('Wrong split or duplicate record') | |
| records[row['sample_id']]=row;groups[split].add(row['group_id']);counts[split]+=1 | |
| if groups['train']&groups['heldout'] or counts!={'train':14253,'heldout':3168}:raise ValueError('Split/count mismatch') | |
| media={};archive_members=collections.defaultdict(dict) | |
| for line in (root/'MEDIA_MANIFEST.jsonl').open(): | |
| row=json.loads(line);record=records.get(row['sample_id']) | |
| if record is None or row['sample_id'] in media:raise ValueError('Unknown/repeated media ID') | |
| for k in ('media_archive','media_member'): | |
| if row[k]!=record[k]:raise ValueError('Media reference mismatch') | |
| if row['sha256']!=record['media_sha256'] or len(row['encoded_frame_SHA256'])!=8:raise ValueError('Media hash/shape mismatch') | |
| media[row['sample_id']]=row;archive_members[row['media_archive']][row['media_member']]=row | |
| if len(media)!=len(records):raise ValueError('Media coverage incomplete') | |
| for shard in json.loads((root/'SHARDS.json').read_text())['shards']: | |
| path=root/shard['path'] | |
| if path.stat().st_size!=shard['bytes'] or sha(path)!=shard['sha256']:raise ValueError('Shard size/SHA256 mismatch') | |
| needed=dict(archive_members[shard['path']]);members=0 | |
| with tarfile.open(path,'r:') as handle: | |
| for member in handle: | |
| item=needed.pop(member.name,None) | |
| if not member.isfile() or item is None or member.uid or member.gid or member.mtime or member.uname or member.gname:raise ValueError('Unallowlisted tar member/metadata') | |
| value=handle.extractfile(member).read() | |
| if len(value)!=item['bytes'] or hashlib.sha256(value).hexdigest()!=item['sha256']:raise ValueError('Member readback mismatch') | |
| with np.load(io.BytesIO(value),allow_pickle=False) as arrays: | |
| if set(arrays.files)!={f'f{i}' for i in range(8)}:raise ValueError('Unallowlisted NPZ metadata') | |
| for n in range(8): | |
| a=arrays[f'f{n}'] | |
| if a.dtype!=np.uint8 or a.ndim!=1 or hashlib.sha256(a.tobytes()).hexdigest()!=item['encoded_frame_SHA256'][n]:raise ValueError('Frame bytes changed') | |
| im=Image.open(io.BytesIO(a.tobytes()));im.load() | |
| if im.getexif() or set(im.info)-{'jfif','jfif_version','jfif_unit','jfif_density','gamma','srgb'}:raise ValueError('Sensitive image metadata') | |
| if list(reversed(im.size))!=records[item['sample_id']]['hw']:raise ValueError('Image size changed') | |
| members+=1 | |
| if needed or members!=shard['members']:raise ValueError('Missing/repeated media') | |
| print(f'VERIFIED {shard["path"]}: {members} NPZ observations and all encoded frames',flush=True) | |
| rationales={};quality=collections.Counter() | |
| expected_fields={'sample_id','split','public_rationale','status','generation_source','human_approved','faithfulness_verified','future_GT_sent_to_generator','teacher_numeric_prediction_generated'} | |
| for line in (root/'data/public_rationales.jsonl').open(): | |
| r=json.loads(line) | |
| if set(r)!=expected_fields or r['sample_id'] not in records or r['sample_id'] in rationales:raise ValueError('Unallowlisted rationale') | |
| if r['split']!=records[r['sample_id']]['split'] or r['status'] not in ('eligible_weak_draft','held_for_review'):raise ValueError('Rationale split/status mismatch') | |
| if any(r[k] is not False for k in ('human_approved','faithfulness_verified','future_GT_sent_to_generator','teacher_numeric_prediction_generated')):raise ValueError('Unverified rationale claim') | |
| if TEXT_RISK.search(r['public_rationale']):raise ValueError('Sensitive rationale text') | |
| rationales[r['sample_id']]=r;quality[r['status']]+=1 | |
| if len(rationales)!=6219 or dict(quality)!={'eligible_weak_draft':3465,'held_for_review':2754}:raise ValueError('Rationale count mismatch') | |
| if check_manifest: | |
| m=json.loads((root/'PUBLIC_RELEASE_MANIFEST.json').read_text()) | |
| for row in m['files']: | |
| p=root/row['path'] | |
| if p.is_symlink() or not p.is_file() or p.stat().st_size!=row['bytes'] or sha(p)!=row['sha256']:raise ValueError('Release file changed') | |
| if p.suffix in ('.py','.json','.jsonl','.md','.txt') and SECRET.search(p.read_bytes()):raise ValueError('Credential-like release text') | |
| def client_runtime(p): | |
| rel=p.relative_to(root).parts | |
| return '__pycache__' in rel or rel[:3]==('.cache','huggingface','download') or rel==('.cache','huggingface','.gitignore') | |
| actual={p.relative_to(root).as_posix() for p in root.rglob('*') if p.is_file() and not client_runtime(p)} | |
| allowed={r['path'] for r in m['files']}|{'PUBLIC_RELEASE_MANIFEST.json','CHECKSUMS.sha256','.gitattributes'} | |
| if actual-allowed:raise ValueError('Unallowlisted files in release') | |
| print(json.dumps({'status':'verified','records':len(records),'public_rationales':len(rationales),'quality_counts':dict(quality),'all_observation_frame_bytes_verified':True,'credentials_or_original_ID_fields':False,'GPU_used':False},indent=2),flush=True) | |
| return {'records':len(records),'rationales':len(rationales),'quality_counts':dict(quality)} | |
| def main(): | |
| p=argparse.ArgumentParser(description=__doc__);p.add_argument('--root',type=Path,default=Path(__file__).resolve().parents[1]);a=p.parse_args();run(a.root) | |
| if __name__=='__main__':main() | |