OpenCompass/opencompass/datasets/supergpqa/supergpqa_eval.py

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# flake8: noqa: W605
import re
import timeout_decorator
@timeout_decorator.timeout(5) # 5 seconds timeout
def safe_regex_search(pattern, text, flags=0):
try:
return re.search(pattern, text, flags)
except timeout_decorator.TimeoutError:
print(f'Regex match timeout: pattern={pattern}, text={text[:100]}...')
return None
except Exception as e:
print(f'Regex match error: {str(e)}')
return None
def extract_option_labels(text, options='ABCDEFGHIJ'):
if not isinstance(text, str) or not isinstance(options, str):
return 'error'
text = text.rstrip()
last_line = text.split('\n')[-1]
option_str = ''.join([chr(65 + i) for i in range(len(options))
]) if options else 'ABCDEFGHIJ'
patterns = [
# e.g. "The final answer to this question is: A."
# "The best option is $\boxed{B}:"
# "The correct answer is (C)."
f'[Tt]he\s+(?:\w+\s+)?(?:answer|option)(?:\w+\s+)?\s+is?:?\s*(?:[\*\$\\{{(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*([{option_str}])(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
# e.g. "ANSWER: A"
# "Answer: $\boxed{B}."
# "ANSWER: (C):"
f'(?i:Answer)[\*\s]*:\s*(?:[\*\$\\{{(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*([{option_str}])(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
# e.g. "A"
# "$\boxed{B}$"
# "(C)."
# "[D]:"
f'^[^\w\r\n]*(?:[\*\$\\{{(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*([{option_str}])(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
]
for pattern in patterns:
match = safe_regex_search(pattern, last_line, re.IGNORECASE)
if match:
return match.group(1)
for pattern in patterns:
match = safe_regex_search(pattern, text, re.IGNORECASE)
if match:
return match.group(1)
return None
def extract_option_content(text, options_content=None):
if not isinstance(text, str) or not isinstance(options_content, list):
return 'error'
escaped_options_content = [
re.escape(option_content) for option_content in options_content
]
escaped_options_content_str = '|'.join(escaped_options_content)
text = text.rstrip()
last_line = text.split('\n')[-1]
patterns = [
f'[Tt]he\s+(?:\w+\s+)?(?:answer|option)(?:\w+\s+)?\s+is:?\s*(?:[\*\$\\{{\(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*({escaped_options_content_str})(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
f'(?i:Answer)\s*(?:[\*\$\\{{\(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*({escaped_options_content_str})(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
f'^[^\w\r\n]*(?:[\*\$\\{{\(\[\\\\(]*?(?:(?:\\\\boxed|\\\\mathbf|\\\\mathrm|\\\\text){{)?)*\s*({escaped_options_content_str})(?:\\\\?\}}?\$?\)?\]?\}}?)*(?:[\s:\.\*)]|$)',
]
for pattern in patterns:
match = safe_regex_search(pattern, last_line)
if match:
if match.group(1) in escaped_options_content:
return options_content[escaped_options_content.index(
match.group(1))]
else:
return match.group(1)
for pattern in patterns:
match = safe_regex_search(pattern, text)
if match:
if match.group(1) in escaped_options_content:
return options_content[escaped_options_content.index(
match.group(1))]
else:
return match.group(1)
return None