Commit
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01a7381
1
Parent(s):
fac718b
Create dataset_scrape.py
Browse files- dataset_scrape.py +45 -0
dataset_scrape.py
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import time
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import requests
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import datasets
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import pandas as pd
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from tqdm.auto import tqdm
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from bs4 import BeautifulSoup
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BASE_URL = "https://learning.aljazeera.net"
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def extract_instruction(page_route, index):
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soup = BeautifulSoup(requests.get(f"{BASE_URL}{page_route}").text, "html.parser")
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question = soup.find("div", {"class": "ask-question"}).text.replace("السؤال :", "")
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answer = soup.find("div", {"class": "ask-answer"}).text.replace("الجواب :", "")
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return {
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"instruction": question.strip(),
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"output": answer.strip(),
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"index": index,
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"instruction_en": "",
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"output_en": "",
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}
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index = 9229
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instructions = []
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for page in tqdm(range(93), leave=93):
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time.sleep(2)
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soup = BeautifulSoup(
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requests.get(f"{BASE_URL}/ar/asktheteacher?page={page}", BASE_URL).text,
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"html.parser",
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)
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for href_tag in soup.find_all("a", string="الجواب"):
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href_link = href_tag.get("href")
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try:
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instructions.append(
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extract_instruction(page_route=href_link, index=str(index))
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)
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index += 1
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except Exception as e:
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print("cannot read from page route:", href_link)
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dataset = datasets.Dataset.from_pandas(pd.DataFrame(data=instructions))
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dataset.push_to_hub("AskTheTeacherDataset")
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