from datasets import load_dataset
import json

ds = load_dataset("wikimedia/wikipedia", "20231101.en")

def get_text(text):
    arr = text.split('\n\n')
    if len(arr) == 1:
        return text
    else:
        return "\n\n".join(arr[:2])



url = [get_text(t) for t in ds['train']['url']]
train = [get_text(t) for t in ds['train']['text']]
title = [t for t in ds['train']['title']]


with open("wikipedia-title-20231101-en.txt", "w") as f:
    for l in title:
        print(json.dumps(l), file=f)

with open("wikipedia-text-20231101-en.txt", "w") as f:
    for l in train:
        print(json.dumps(l), file=f)

with open("wikipedia-url-20231101-en.txt", "w") as f:
    for l in url:
        print(l, file=f)