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yaml_template = f'afrixnli_{mode}_yaml'
with open(f'{output_dir}/{file_name}', 'w' if overwrite else 'x', encoding='utf8') as f:
f.write('# Generated by utils.py\n')
yaml.dump({'include': yaml_template, 'task': task_name, 'dataset_name': lang}, f, allow_unicode=True)
except FileExistsError:
err.append(file_name)
if len(err) > 0:
raise FileExistsError(f"Files were not created because they already exist (use --overwrite flag): {', '.join(err)}")
def main() -> None:
parser = argparse.ArgumentParser()
parser.add_argument('--overwrite', default=True, action='store_true', help='Overwrite files if they already exist')
parser.add_argument('--output-dir', default='./manual/translate', help='Directory to write yaml files to')
parser.add_argument('--mode', default='manual_translate', choices=['en_direct', 'native-direct', 'manual_direct', 'manual_translate'], help='Mode of chain-of-thought')
args = parser.parse_args()
gen_lang_yamls(output_dir=args.output_dir, overwrite=args.overwrite, mode=args.mode)
if __name__ == '__main__':
main()
# File: lm-evaluation-harness-main/lm_eval/tasks/agieval/utils.py
import re
from typing import Dict, List
import numpy as np
def parse_math_answer(raw_string):
def remove_boxed(s):
left = '\\boxed{'
try:
assert s[:len(left)] == left
assert s[-1] == '}'
answer = s[len(left):-1]
if '=' in answer:
answer = answer.split('=')[-1].lstrip(' ')
return answer
except Exception:
return None
def last_boxed_only_string(string):
idx = string.rfind('\\boxed')
if idx < 0:
idx = string.rfind('\\fbox')
if idx < 0:
return None
i = idx
right_brace_idx = None
num_left_braces_open = 0
while i < len(string):
if string[i] == '{':
num_left_braces_open += 1
if string[i] == '}':
num_left_braces_open -= 1
if num_left_braces_open == 0:
right_brace_idx = i
break
i += 1
if right_brace_idx is None:
retval = None
else:
retval = string[idx:right_brace_idx + 1]
return retval
def get_answer_with_dollar_sign(s):
first_pattern = '\\$(.*)\\$'
last_match = None
matches = re.findall(first_pattern, s)
if matches:
last_match = matches[-1]
if '=' in last_match:
last_match = last_match.split('=')[-1].lstrip(' ')
return last_match
def get_answer_without_dollar_sign(s):
last_match = None
if '=' in s:
last_match = s.split('=')[-1].lstrip(' ').rstrip('.')
if '\\n' in last_match:
last_match = last_match.split('\\n')[0]
else:
pattern = '(?:\\$)?\\d+(?:\\.\\d+)?(?![\\w\\d])'
matches = re.findall(pattern, s)
if matches:
last_match = matches[-1]
return last_match
if '\\boxed' in raw_string:
answer = remove_boxed(last_boxed_only_string(raw_string))
else:
answer = get_answer_with_dollar_sign(raw_string)
if not answer:
answer = get_answer_without_dollar_sign(raw_string)
return answer
def _fix_fracs(string):
substrs = string.split('\\frac')
new_str = substrs[0]
if len(substrs) > 1:
substrs = substrs[1:]
for substr in substrs:
new_str += '\\frac'
if substr[0] == '{':