"""Read-only aggregation of explicitly selected existing alias decisions. Never calls an LLM, changes an answer, infers aliases, or silently chooses a judge. """ import argparse,collections,json from pathlib import Path def summarize(rows, field, error_policy): groups=collections.defaultdict(lambda:dict(rows=0,scored=0,correct=0,errors=0,unscored=0)) seen=set() for r in rows: qid=r.get('qa_id');condition=r.get('condition',r.get('setting')) if not qid or not condition:raise ValueError('Every answer must have qa_id and condition/setting') key=(qid,condition) if key in seen:raise ValueError(f'Duplicate answer key: {key}; resolve explicitly before scoring') seen.add(key) error=bool(r.get('error') or r.get('api_error')) value=r.get(field) for group in [(condition,'Overall'),(condition,str(r.get('subtype') or 'unknown'))]: g=groups[group];g['rows']+=1;g['errors']+=int(error) if error and error_policy=='exclude':continue if error and error_policy=='count_as_incorrect':value=False if not isinstance(value,bool):g['unscored']+=1;continue g['scored']+=1;g['correct']+=int(value) result=[] for (c,s),g in sorted(groups.items()): result.append(dict(condition=c,subtype=s,**g,accuracy_pct=100*g['correct']/g['scored'] if g['scored'] else None)) return dict(correct_field=field,error_policy=error_policy,unique_answer_keys=len(seen),groups=result) def main(): p=argparse.ArgumentParser(description=__doc__) p.add_argument('--answers',required=True,type=Path) p.add_argument('--correct-field',required=True) p.add_argument('--error-policy',required=True,choices=['exclude','count_as_incorrect','stored']) p.add_argument('--qa',type=Path,help='Optional exact evaluation QA subset; joins source_medium_qa_id or qa_id') p.add_argument('--out',required=True,type=Path) a=p.parse_args(); qa={} if a.qa: with a.qa.open(encoding='utf-8-sig') as f: for line in f: if not line.strip():continue r=json.loads(line);qid=r.get('source_medium_qa_id') or r['qa_id'] if qid in qa:raise ValueError(f'Duplicate QA subset ID: {qid}') qa[qid]=r if not qa:raise ValueError('Explicit QA subset is empty; refusing full-set fallback') def records(): with a.answers.open(encoding='utf-8-sig') as f: for line in f: if not line.strip():continue r=json.loads(line) if qa: qid=r.get('source_medium_qa_id') or r['qa_id'] if qid not in qa:continue r=dict(r,subtype=qa[qid].get('subtype',r.get('subtype'))) yield r result=summarize(records(),a.correct_field,a.error_policy) result['qa_subset_size']=len(qa) if a.qa else None a.out.parent.mkdir(parents=True,exist_ok=True) a.out.write_text(json.dumps(result,ensure_ascii=False,indent=2),encoding='utf-8') print(json.dumps({'output':str(a.out),'keys':result['unique_answer_keys']})) if __name__=='__main__':main()