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import argparse
import yaml
LANGUAGES = {
"bn": { # Bengali
# "QUESTION": "প্রশ্ন:",
"QUESTION": "\u09aa\u09cd\u09b0\u09b6\u09cd\u09a8:",
# "ANSWER": "ধাপে ধাপে উত্তর:",
"ANSWER": "\u09a7\u09be\u09aa\u09c7 \u09a7\u09be\u09aa\u09c7 \u0989\u09a4\u09cd\u09a4\u09b0:",
"DIRECT": "Answer:",
"REGEX": "The answer is (\\-?[0-9\\.\\,]+)",
},
"de": { # German
"QUESTION": "Frage:",
# "ANSWER": "Schritt-für-Schritt-Antwort:",
"ANSWER": "Schritt-f\u00fcr-Schritt-Antwort:",
"DIRECT": "Antwort:",
"REGEX": "Die Antwort lautet (\\-?[0-9\\.\\,]+)",
},
"en": { # English
"QUESTION": "Question:",
"ANSWER": "Step-by-Step Answer:",
"DIRECT": "Answer:",
"REGEX": "The answer is (\\-?[0-9\\.\\,]+)",
},
"es": { # Spanish
"QUESTION": "Pregunta:",
"ANSWER": "Respuesta paso a paso:",
"DIRECT": "Respuesta:",
"REGEX": "La respuesta es (\\-?[0-9\\.\\,]+)",
},
"fr": { # French
"QUESTION": "Question :",
# "ANSWER": "Réponse étape par étape :"
"ANSWER": "R\u00e9ponse \u00e9tape par \u00e9tape :",
# "DIRECT": "Réponse :",
"DIRECT": "R\u00e9ponse :",
# "REGEX": "La réponse est (\\-?[0-9\\.\\,]+)",
"REGEX": "La r\u00e9ponse est (\\-?[0-9\\.\\,]+)",
},
"ru": { # Russian
# "QUESTION": "Задача:",
"QUESTION": "\u0417\u0430\u0434\u0430\u0447\u0430:",
# "ANSWER": "Пошаговоерешение:",
"ANSWER": "\u041f\u043e\u0448\u0430\u0433\u043e\u0432\u043e\u0435\u0440\u0435\u0448\u0435\u043d\u0438\u0435:",
"DIRECT": "Answer:",
# "REGEX": "Ответ — (\\-?[0-9\\.\\,]+)",
"REGEX": "\u041e\u0442\u0432\u0435\u0442 \u2014 (\\-?[0-9\\.\\,]+)",
},
"sw": { # Swahili
"QUESTION": "Swali:",
"ANSWER": "Jibu la Hatua kwa Hatua:",
"DIRECT": "Answer:",
"REGEX": "Jibu ni (\\-?[0-9\\.\\,]+)",
},
"te": { # Telugu
# "QUESTION": "ప్రశ్న:",
"QUESTION": "\u0c2a\u0c4d\u0c30\u0c36\u0c4d\u0c28:",
# "ANSWER": "దశలవారీగా సమాధానం:",
"ANSWER": "\u0c26\u0c36\u0c32\u0c35\u0c3e\u0c30\u0c40\u0c17\u0c3e \u0c38\u0c2e\u0c3e\u0c27\u0c3e\u0c28\u0c02:",
"DIRECT": "Answer:",
# "REGEX": "సమాధానం (\\-?[0-9\\.\\,]+)",
"REGEX": "\u0c38\u0c2e\u0c3e\u0c27\u0c3e\u0c28\u0c02 (\\-?[0-9\\.\\,]+)",
},
"th": { # Thai
# "QUESTION": "โจทย์:",
"QUESTION": "\u0e42\u0e08\u0e17\u0e22\u0e4c:",
# "ANSWER": "คำตอบทีละขั้นตอน:",
"ANSWER": "\u0e04\u0e33\u0e15\u0e2d\u0e1a\u0e17\u0e35\u0e25\u0e30\u0e02\u0e31\u0e49\u0e19\u0e15\u0e2d\u0e19:",
"DIRECT": "Answer:",
# "REGEX": "คำตอบคือ (\\-?[0-9\\.\\,]+)",
"REGEX": "\u0e04\u0e33\u0e15\u0e2d\u0e1a\u0e04\u0e37\u0e2d (\\-?[0-9\\.\\,]+)",
},
"ja": { # Japanese
# "QUESTION": "問題:",
"QUESTION": "\u554f\u984c:",
# "ANSWER": "ステップごとの答え:",
"ANSWER": "\u30b9\u30c6\u30c3\u30d7\u3054\u3068\u306e\u7b54\u3048:",
"DIRECT": "Answer:",
# "REGEX": "答えは(\\-?[0-9\\.\\,]+)です。",
"REGEX": "\u7b54\u3048\u306f(\\-?[0-9\\.\\,]+)\u3067\u3059\u3002",
},
"zh": { # Chinese
# "QUESTION": "问题:",
"QUESTION": "\u95ee\u9898:",
# "ANSWER": "逐步解答:",
"ANSWER": "\u9010\u6b65\u89e3\u7b54:",
"DIRECT": "Answer:",
# "REGEX": "答案是 (\\-?[0-9\\.\\,]+)。",
"REGEX": "\u7b54\u6848\u662f (\\-?[0-9\\.\\,]+)\u3002",
},
}
def add_regex_pattern(regex_pattern):
if regex_pattern is None:
return {}
return {
"filter_list": [
{
"name": "strict-match",
"filter": [
{
"function": "regex",
"regex_pattern": f"""{regex_pattern}""",
},
{
"function": "take_first",
},
],
},
{
"name": "flexible-extract",
"filter": [
{
"function": "regex",
"regex_pattern": """(-?[$0-9.,]{2,})|(-?[0-9]+)""",
"group_select": -1,
},
{
"function": "take_first",
},
],
},
],
}
def gen_lang_yamls(output_dir: str, overwrite: bool, mode: str) -> None:
"""
Generate a yaml file for each language.
:param output_dir: The directory to output the files to.
:param overwrite: Whether to overwrite files if they already exist.
"""
err = []
for lang in LANGUAGES.keys():
try:
QUESTION = LANGUAGES[lang]["QUESTION"]
yaml_template = "cot_yaml"
filter_list = {}
DELIMITER = None
if mode == "direct":
ANSWER = LANGUAGES[lang]["DIRECT"]
REGEX = None
task_name = f"mgsm_direct_{lang}"
yaml_template = "direct_yaml"
elif mode == "native-cot":
ANSWER = LANGUAGES[lang]["ANSWER"]
REGEX = LANGUAGES[lang]["REGEX"]
task_name = f"mgsm_native_cot_{lang}"
filter_list = add_regex_pattern(REGEX)
DELIMITER = "" if lang in ["zh", "ja"] else None
elif mode == "en-cot":
ANSWER = LANGUAGES["en"]["ANSWER"]
REGEX = LANGUAGES["en"]["REGEX"]
task_name = f"mgsm_en_cot_{lang}"
file_name = f"{task_name}.yaml"
ANSWER_TO_SKIP = len(LANGUAGES[lang]["ANSWER"]) + 1
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,
"dataset_name": lang,
"task": f"{task_name}",
"doc_to_text": f"""{{% if answer is not none %}}"""
f"""{{{{question+"\\n{ANSWER}"}}}}"""
f"""{{% else %}}"""
f"""{{{{"{QUESTION} "+question+"\\n{ANSWER}"}}}}"""
f"""{{% endif %}}""",
"doc_to_target": f"""{{% if answer is not none %}}"""
f"""{{{{answer[{ANSWER_TO_SKIP}:]}}}}"""
f"""{{% else %}}"""
f"""{{{{answer_number|string}}}}"""
f"""{{% endif %}}""",
**filter_list,
"generation_kwargs": {
"until": [QUESTION, "</s>", "<|im_end|>"],
"do_sample": False,
},
**({"target_delimiter": DELIMITER} if DELIMITER else {}),
},
f,
allow_unicode=True,
width=float("inf"),
)
except FileExistsError:
err.append(file_name)
if len(err) > 0:
raise FileExistsError(
"Files were not created because they already exist (use --overwrite flag):"
f" {', '.join(err)}"
)
def main() -> None:
"""Parse CLI args and generate language-specific yaml files."""
parser = argparse.ArgumentParser()
parser.add_argument(
"--overwrite",
default=False,
action="store_true",
help="Overwrite files if they already exist",
)
parser.add_argument(
"--output-dir", default=".", help="Directory to write yaml files to"
)
parser.add_argument(
"--mode",
default="native-cot",
choices=["direct", "native-cot", "en-cot"],
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()
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