Blame for tools/validate_release.py

#!/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()