"""Compare predicted decisions and already-computed results; never execute SQL.""" import json def model_input(row): return {k:row[k] for k in ('database_id','database_path','schema_sql','question_ar')} def score(row, *, decision, result): if decision not in ('execute','clarify','unanswerable'): raise ValueError('decision must be execute, clarify or unanswerable') if decision == 'execute' and not isinstance(result,list): raise ValueError('execute requires a JSON-style list of rows') if decision in ('clarify','unanswerable') and result is not None: raise ValueError('clarify and unanswerable require result=None') decision_correct=decision==row['decision'] expected=json.loads(row['expected_result_json']) if row['expected_result_json'] is not None else None canonical=lambda v:json.dumps(v,ensure_ascii=False,sort_keys=True,allow_nan=False,separators=(',',':')) return {'decision_correct':decision_correct,'joint_correct':decision_correct and canonical(result)==canonical(expected)}