Datasets:
Download scripts/consolidate_acquisition_archive.py from SeanWan05/MolAS-Active-Learning: direct link, hf CLI and curl.
- Browser
- Download file 5.73 kB
-
https://huggingface.co/datasets/SeanWan05/MolAS-Active-Learning/resolve/main/scripts/consolidate_acquisition_archive.py
- Command line
-
hf download hf://datasets/SeanWan05/MolAS-Active-Learning/scripts/consolidate_acquisition_archive.py
-
curl -L -o consolidate_acquisition_archive.py https://huggingface.co/datasets/SeanWan05/MolAS-Active-Learning/resolve/main/scripts/consolidate_acquisition_archive.py
5.73 kB
| #!/usr/bin/env python3 | |
| """Lossless release assembly from original data, with pinned Git-blob checks.""" | |
| from pathlib import Path | |
| import subprocess,json,hashlib,zipfile,tarfile,gzip,io,collections,time | |
| import argparse | |
| parser=argparse.ArgumentParser(description="Losslessly package original acquisition CSVs; no experiments.") | |
| parser.add_argument('--original-zip',type=Path,required=True) | |
| parser.add_argument('--destination',type=Path,default=Path(__file__).resolve().parents[1]) | |
| parser.add_argument('--git-tree',type=Path) | |
| parser.add_argument('--local-archives',type=Path,help='Optional available-diagnostic ZIP directory from package_acquisition_archive.py') | |
| args=parser.parse_args() | |
| dest=args.destination.resolve();out=dest/'results/acquisition';out.mkdir(parents=True,exist_ok=True) | |
| commit='f11931c704650b8ecf5ad86a0ae69d87c82a89ec' | |
| tree=args.git_tree or dest/'provenance/pinned_acquisition_tree.txt.gz' | |
| if list(out.glob('*/*.tar.xz')): | |
| raise FileExistsError('Canonical archives already exist; use a separate --destination to preserve frozen results.') | |
| (dest/'provenance').mkdir(parents=True,exist_ok=True) | |
| rows=[] | |
| for l in gzip.open(tree,'rt').read().splitlines(): | |
| info,path=l.split('\t',1);mode,typ,oid=info.split() | |
| if typ=='blob':rows.append({'path':path,'git_blob':oid}) | |
| byrun=collections.defaultdict(list) | |
| for r in rows:byrun['/'.join(r['path'].split('/')[:3])].append(r) | |
| original_zip=zipfile.ZipFile(args.original_zip) | |
| blob_paths={r['git_blob']:r['path'] for r in rows} | |
| def get_blob(oid): | |
| raw=original_zip.read('cost_aware_relaxed_six_methods/'+blob_paths[oid]);assert blobid(raw)==oid;return raw | |
| def blobid(raw):return hashlib.sha1(b'blob '+str(len(raw)).encode()+b'\0'+raw).hexdigest() | |
| manifest=[];archivefiles=[];local_records=[];unmatched=[] | |
| for idx,(run,items) in enumerate(sorted(byrun.items())): | |
| method,fold,seed=run.split('/');old=(args.local_archives or out)/method/f'{fold}_{seed}.zip';target=out/method/f'{fold}_{seed}.tar.xz';target.parent.mkdir(parents=True,exist_ok=True);contents={};sources={} | |
| if old.exists(): | |
| with zipfile.ZipFile(old) as z: | |
| for n in z.namelist(): | |
| # Cumulative logs are losslessly deduplicated below. Full JSON restart state | |
| # repeats the ledger and is not needed to inspect matrices/observations. | |
| if n.startswith('queried_cells/cumulative/') or n=='run_state/state.json':continue | |
| raw=z.read(n);contents[n]=raw;sources[n]='unchanged_local_archive' | |
| for r in items: | |
| member='/'.join(r['path'].split('/')[3:]) | |
| if '/cumulative/' in member and not member.endswith('100pct.csv'):continue | |
| raw=get_blob(r['git_blob']) | |
| if member in contents and contents[member]!=raw:raise RuntimeError('Local/remote conflict: '+r['path']) | |
| contents[member]=raw;sources[member]='pinned_original_git_blob' | |
| fullmember='queried_cells/cumulative/queried_100pct.csv';lines=contents[fullmember].splitlines(keepends=True);n=len(lines)-1 | |
| for r in items: | |
| member='/'.join(r['path'].split('/')[3:]);entry=dict(r);entry['archive']=str(target.relative_to(dest));entry['member']=member | |
| if '/cumulative/' in member: | |
| cp=int(member.rsplit('_',1)[1][:3]);count=(n*cp+99)//100;raw=b''.join(lines[:count+1]) | |
| if blobid(raw)!=r['git_blob']: | |
| unmatched.append(r['path']);raw=get_blob(r['git_blob']);contents[member]=raw;sources[member]='pinned_original_git_blob';entry['encoding']='stored' | |
| else:entry.update(member=fullmember,encoding='final_ledger_prefix',data_rows=count) | |
| else:raw=contents[member];entry['encoding']='stored' | |
| assert blobid(raw)==r['git_blob'];entry.update(status='verified',bytes=len(raw),sha256=hashlib.sha256(raw).hexdigest());manifest.append(entry) | |
| with tarfile.open(target,'w:xz',preset=3) as tf: | |
| for member,raw in sorted(contents.items()): | |
| info=tarfile.TarInfo(member);info.size=len(raw);info.mode=0o644;info.mtime=1793404800;tf.addfile(info,io.BytesIO(raw)) | |
| local_records.append({'archive':str(target.relative_to(dest)),'member':member,'bytes':len(raw),'sha256':hashlib.sha256(raw).hexdigest(),'source':sources[member]}) | |
| archivefiles.append({'path':str(target.relative_to(dest)),'bytes':target.stat().st_size,'sha256':hashlib.file_digest(target.open('rb'),'sha256').hexdigest(),'members':len(contents)}) | |
| print(f'{idx+1}/90 archived {run}: {target.stat().st_size/1e6:.2f} MB',flush=True) | |
| original_zip.close() | |
| for name,data in [('pinned_acquisition_files.jsonl.gz',manifest),('acquisition_stored_members.jsonl.gz',local_records)]: | |
| with (dest/'provenance'/name).open('wb') as raw: | |
| with gzip.GzipFile(filename='',mode='wb',fileobj=raw,mtime=0) as gz: | |
| for r in data:gz.write((json.dumps(r,sort_keys=True)+'\n').encode()) | |
| summary={'source_repository':'git@github.com:SeanWan514/PORT-AS_cost_aware.git','pinned_commit':commit,'recovered_from':'original supplied cost_aware_relaxed_six_methods.zip; every recovered CSV verified against pinned Git tree','original_csv_files_verified':len(manifest),'completed_matrices':9000,'incremental_query_logs':9000,'cumulative_query_logs':9000,'runs':90,'methods':sorted({p.split('/')[0] for p in byrun}),'acquisition_seeds':[0,1,2],'downstream_acquisition_seed':0,'cumulative_prefix_mismatches_fetched_original':unmatched,'archive_bytes':sum(a['bytes'] for a in archivefiles),'archives':archivefiles,'note':'Original CSV bytes checked against Git blob identities. Cumulative checkpoint files stored losslessly as verified prefixes of final ledgers. Original incremental-log defects preserved. Auxiliary local diagnostics may remain incomplete; see local inventory. No experiments or numerical scientific results regenerated.'} | |
| (dest/'provenance/pinned_acquisition_summary.json').write_text(json.dumps(summary,indent=2)+'\n') | |
| print(json.dumps({k:v for k,v in summary.items() if k!='archives'},indent=2)) | |