| """Run reviewed reference checks only inside a disposable CPU sandbox.""" |
| import json, os |
| from pathlib import Path |
| from cwsandbox import AuthStrategy, Sandbox |
| ROOT=Path(__file__).resolve().parent |
| os.environ['WANDB_API_KEY']=(Path.home()/'.config/forge-experiments/api-key').read_text().strip() |
| worker='''import json, subprocess, sys |
| from pathlib import Path |
| rows=[json.loads(l) for l in Path('/work/reviewed-preview.jsonl').read_text().splitlines()] |
| tests=json.loads(Path('/work/review-tests.json').read_text()) |
| results=[] |
| for row in rows: |
| check=tests[str(row['source_id'])] |
| source=row['prompt']+row['completion']+'\\n'+check['checks'] |
| try: |
| r=subprocess.run([sys.executable,'-I','-S','-c',source],capture_output=True,text=True,timeout=3) |
| result=dict(source_id=row['source_id'],passed=r.returncode==0,checks=check['checks'].count('assert '),review_scope=check['review_scope'],stderr=r.stderr[:1000]) |
| except subprocess.TimeoutExpired: |
| result=dict(source_id=row['source_id'],passed=False,error='timeout') |
| results.append(result) |
| Path('/work/validation.json').write_text(json.dumps(results,indent=2)) |
| print(json.dumps(results,indent=2)) |
| ''' |
| with Sandbox.run(auth=AuthStrategy.WANDB,placement_mode='serverless',container_image='python:3.11-slim',resources={'cpu':'1','memory':'1Gi'},max_lifetime_seconds=180) as s: |
| s.exec(['mkdir','-p','/work'],check=True).result() |
| for name in ['reviewed-preview.jsonl','review-tests.json']: s.write_file('/work/'+name,(ROOT/name).read_bytes()).result() |
| s.write_file('/work/validate.py',worker.encode()).result() |
| r=s.exec(['python','/work/validate.py'],timeout_seconds=30).result() |
| print(r.stdout); print(r.stderr) |
| (ROOT/'validation.json').write_bytes(s.read_file('/work/validation.json').result()) |
| print('CPU sandbox stopped; no GPU used') |
| |
| verdicts={r['source_id']:r for r in json.loads((ROOT/'validation.json').read_text())} |
| rows=[json.loads(line) for line in (ROOT/'reviewed-preview.jsonl').read_text().splitlines()] |
| for row in rows: |
| row['validation']=verdicts[row['source_id']] |
| row['validation_status']=('needs_contract_review' if row['source_id']==533341 else 'reviewed_targeted_checks_passed') if row['validation']['passed'] else 'checks_failed' |
| (ROOT/'reviewed-preview.jsonl').write_text(''.join(json.dumps(r)+'\n' for r in rows)) |
| (ROOT/'approved-preview.jsonl').write_text(''.join(json.dumps(r)+'\n' for r in rows if r['validation_status']=='reviewed_targeted_checks_passed')) |
|
|
