# flake8: noqa: E501 import re def check_standalization(model_response, prompt_style, type): if model_response.startswith(("{\"answer\":")) and model_response.endswith( ('}')): return 0 else: return 1 def check_empty(model_response): if model_response == '': return 1 else: return 0 def check_repetition(model_response): if any(response in model_response for response in [ 'input info: imagine a self-contained', "provide the calculation result to four decimal places and a final \"yes\" or \"no\" answer in json format", '输入信息:设想一个', '请根据上述信息,给出计算结果(答案保留四位小数)' ]): return 1 else: return 0 def contains_chinese(text): chinese_pattern = re.compile(r'[\u4e00-\u9fff]+') result = 1 if chinese_pattern.search(text) is not None else 0 return result def contains_english(text): english_pattern = re.compile( r'[A-Za-z]{7,}' ) # Taking into account 'fake' and 'random' modes, and considering that the shortest occurrence of English characters in an 'answer' is of length 6, therefore detecting lengths of 7 or more. result = 1 if english_pattern.search(text) is not None else 0 return result def check_abnormality(preds): abnormalities = 'All Yes' if all(pred == 'yes' or pred == '是' for pred in preds) else \ 'All No' if all(pred == 'no' or pred == '否' for pred in preds) else 0 return abnormalities