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import argparse
import json
import requests
import yaml
# get configs from huggingface datasets server by doing a request
response = requests.get(
"https://datasets-server.huggingface.co/splits?dataset=HiTZ%2FEusExams", timeout=5
)
response_json = json.loads(response.text)
CONFIGS = [split["config"] for split in response_json["splits"]]
def gen_config_yamls(output_dir: str, overwrite: bool) -> None:
"""
Generate a yaml file for each configuage.
:param output_dir: The directory to output the files to.
:param overwrite: Whether to overwrite files if they already exist.
"""
err = []
for config in CONFIGS:
file_name = f"eus_exams_{config}.yaml"
try:
with open(f"{output_dir}/{file_name}", "w" if overwrite else "x") as f:
f.write("# Generated by utils.py\n")
yaml.dump(
{
"include": "eus_exams_es"
if "eus_exams_es" in config
else "eus_exams_eu",
"dataset_name": config,
"task": f"eus_exams_{config}",
},
f,
)
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 configuage-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"
)
args = parser.parse_args()
gen_config_yamls(output_dir=args.output_dir, overwrite=args.overwrite)
if __name__ == "__main__":
main()
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