generate_reference_files.py

import os
from glob import glob
from datasets import load_dataset

dataset_name = 'asahi417/qg_squadshifts'
os.makedirs('./reference_files', exist_ok=True)


for split in ['test', 'validation']:
    for domain in ["default", 'new_wiki', 'nyt', 'reddit', 'amazon']:
        dataset = load_dataset(dataset_name, domain, split=split, download_mode='force_redownload')
        print(dataset, split, domain)
        for data in ['question', 'answer', 'sentence', 'paragraph']:
            with open('./reference_files/{}-{}.{}txt'.format(data, split, "" if domain == 'default' else f"{domain}."), 'w') as f:
                if data == 'paragraph':
                    tmp_data = dataset['paragraph_id']
                else:
                    tmp_data = dataset[data]
                f.write('\n'.join([i.replace('\n', '.') for i in tmp_data]))

# for domain in ['new_wiki', 'nyt', 'reddit', 'amazon']:
#     length = [len(open(i).read().split('\n')) for i in glob(f'reference_files/*{domain}*.txt')]
#     assert len(list(set(length))) == 1, length