File size: 3,026 Bytes
24ab489 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 | from pathlib import Path
from huggingface_hub import HfApi
from PIL import Image
from collections import Counter
import json,hashlib
r=Path('/marimo/disef_cars');run=r/'runs/generation_seed_1';cfg=json.loads((r/'configs/generation_config.json').read_text());state=json.loads((run/'state/cars_disef_state.json').read_text());recovery=json.loads((run/'state/recovery_state.json').read_text());support=json.loads((r/'manifests/fewshot_seed_1_leakfree.json').read_text());train={str(r/'data/prepared/StanfordCars'/p) for ps in support['support_by_class'].values() for p in ps}
assert state['status']=='COMPLETED' and state['completed']==state['target']==12544
assert len(train)==3136 and support['support_sha256']==cfg['selected_sources_sha256']
records=list(state['records'].values());assert len(records)==12544
per=Counter();digests=set();fallback=0;strict=0
for x in records:
assert x['completion_status']=='COMPLETE' and x['source_image'] in train and x['caption_source_image'] in train
assert x['class_folder']==f"class_{x['class_id']:03d}"
p=run/x['synthetic_filename'];assert p.is_file() and p.parent.name==x['class_folder']
with Image.open(p) as im:im.load();assert im.format=='JPEG' and im.size==(512,512)
sha=hashlib.file_digest(p.open('rb'),'sha256').hexdigest();assert sha==x['sha256'] and sha not in digests;digests.add(sha);per[x['class_folder']]+=1
if x.get('fallback_accept'):
assert not x.get('filter_pass') and x.get('recovery_variant')==recovery['variant'];fallback+=1
else:assert x.get('filter_pass') is True;strict+=1
assert len(per)==196 and min(per.values())==max(per.values())==64 and fallback==348 and strict==12196
archive=r/'data/synthetic/cars_disef_images.zip';sha=hashlib.file_digest(archive.open('rb'),'sha256').hexdigest();assert sha=='f611aa43beb17308e06a725f9cc4ec9c470f6341d0384a2af4dc3348ab2daa11'
repo='DanielNguyen121/DisEF-datasets';rev='85613271c5642b570b61abfa78e350a1c360d6b3';info=HfApi().repo_info(repo,repo_type='dataset',revision=rev,files_metadata=True);remote=next(x for x in info.siblings if x.rfilename==archive.name);assert remote.size==archive.stat().st_size and remote.lfs.sha256==sha
report={'variant':recovery['variant'],'strict_filter_accepted':strict,'reference_fallback_accepted':fallback,'classes':196,'valid_images':12544,'per_class_min':64,'per_class_max':64,'generated_attempts':state['attempted'],'rejected':state['rejected'],'retried':state['retried'],'failed':state['failed'],'support_sha256':support['support_sha256'],'archive_filename':archive.name,'archive_sha256':sha,'archive_bytes':archive.stat().st_size,'remote_repo':repo,'remote_revision':rev,'remote_verified':True,'generation_config':cfg,'recovery_protocol':recovery,'restored_from_remote_state':True,'validated_against_archive':True}
out=r/'reports/generation_report.json';out.parent.mkdir(parents=True,exist_ok=True);tmp=out.with_suffix('.tmp');tmp.write_text(json.dumps(report,indent=2,sort_keys=True));tmp.replace(out);print('GENERATION_REPORT_RECONSTRUCTED',strict,fallback,sha,flush=True)
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