from datasets import load_dataset, Dataset, DatasetDict


def main():
    datasets = load_dataset('allenai/qasc')

    _datasets = {}
    for split in ['train', 'validation']:
        data = []
        split_dataset = datasets[split]

        for example in split_dataset:
            question = str(example['question']).strip()
            choices = example['choices']['text']
            answer = example['answerKey']
            answer_index = ord(answer) - ord('A')

            data.append({
                'question': question,
                'choices': choices,
                'answer': answer,
                'answer_index': answer_index,
            })

        _datasets[split] = Dataset.from_list(data)
        
    datasets = DatasetDict(_datasets)

    datasets.push_to_hub('extraordinarylab/qasc')


if __name__ == '__main__':
    main()