import os
import json
from datasets import load_dataset

os.makedirs('datasets', exist_ok=True)

data = load_dataset("lmqg/qg_squad")
_id = 0
for _split in data:
    output = []
    for d in data[_split]:
        a = d['answer']
        p = d['paragraph']
        output.append({
            "id": str(_id),
            "title": "None",
            "context": d['paragraph'],
            "question": d['question'],
            "answers": {
                "text": [a],
                "answer_start": [p.index(a)]
            }
        })
        _id += 1
    with open(f'datasets/{_split}.jsonl', 'w') as f:
        f.write('\n'.join([json.dumps(i) for i in output]))