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import time
import requests
import datasets
import pandas as pd
from tqdm.auto import tqdm
from bs4 import BeautifulSoup
BASE_URL = "https://learning.aljazeera.net"
def extract_instruction(page_route, index):
soup = BeautifulSoup(requests.get(f"{BASE_URL}{page_route}").text, "html.parser")
question = soup.find("div", {"class": "ask-question"}).text.replace("السؤال :", "")
answer = soup.find("div", {"class": "ask-answer"}).text.replace("الجواب :", "")
return {
"instruction": question.strip(),
"output": answer.strip(),
"index": index,
"instruction_en": "",
"output_en": "",
}
index = 9229
instructions = []
for page in tqdm(range(93), leave=93):
time.sleep(2)
soup = BeautifulSoup(
requests.get(f"{BASE_URL}/ar/asktheteacher?page={page}", BASE_URL).text,
"html.parser",
)
for href_tag in soup.find_all("a", string="الجواب"):
href_link = href_tag.get("href")
try:
instructions.append(
extract_instruction(page_route=href_link, index=str(index))
)
index += 1
except Exception as e:
print("cannot read from page route:", href_link)
dataset = datasets.Dataset.from_pandas(pd.DataFrame(data=instructions))
dataset.push_to_hub("AskTheTeacherDataset") |