from selenium import webdriver from selenium.webdriver.common.by import By from selenium.webdriver import FirefoxOptions import re import logging import os def get_text(url, n_words=15): try: driver = None logging.warning(f"Initiated Scraping {url}") user_agent = "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/123.0.0.0 Safari/537.36" opts = FirefoxOptions() opts.add_argument("--headless") opts.add_argument(f"user-agent={user_agent}") driver = webdriver.Firefox(options=opts) driver.set_page_load_timeout(30) driver.get(url) elem = driver.find_element(By.TAG_NAME, "body").text sents = elem.split("\n") sentence_list = [] for sent in sents: sent = sent.strip() if (len(sent.split()) >= n_words) and (len(re.findall(r"^\w.+[^\w\)\s]$", sent))>0): sentence_list.append(sent) driver.close() driver.quit() logging.warning("Closed Webdriver") logging.warning("Successfully scraped text") if len(sentence_list) < 3: raise Exception("Found nothing to scrape.") return "\n".join(sentence_list), "" except Exception as e: logging.warning(str(e)) if driver: driver.close() driver.quit() logging.warning("Closed Webdriver") err_msg = str(e).split('\n')[0] return "", err_msg def scrape_text(url, n_words=15,max_retries=2): scraped_text = "" scrape_error = "" try: n_tries = 1 while (n_tries <= max_retries) and (scraped_text == ""): scraped_text, scrape_error = get_text(url=url, n_words=n_words) n_tries += 1 return scraped_text, scrape_error except Exception as e: err_msg = str(e).split('\n')[0] return "", err_msg