from selenium import webdriver from selenium.webdriver.chrome.service import Service from selenium.webdriver.common.by import By from selenium.webdriver.support.ui import WebDriverWait from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.chrome.options import Options import time import pandas as pd import os from webdriver_manager.chrome import ChromeDriverManager from selenium.webdriver.chrome.service import Service as ChromeService def scrape_reviews(url): # Create data directory if it doesn't exist data_directory = "data" if not os.path.exists(data_directory): os.makedirs(data_directory) def comprehensive_scroll(driver): last_height = driver.execute_script("return document.body.scrollHeight") while True: driver.execute_script("window.scrollTo(0, document.body.scrollHeight);") time.sleep(3) new_height = driver.execute_script("return document.body.scrollHeight") if new_height == last_height: break last_height = new_height # Chrome options for Linux/Space environment chrome_options = Options() chrome_options.add_argument('--headless') chrome_options.add_argument('--no-sandbox') chrome_options.add_argument('--disable-dev-shm-usage') chrome_options.add_argument("--disable-gpu") chrome_options.add_argument("--window-size=1920,1080") chrome_options.add_argument('--disable-blink-features=AutomationControlled') try: # Linux için Chrome ve ChromeDriver kurulumu os.system('apt-get update && apt-get install -y chromium-browser chromium-chromedriver') # ChromeDriver'ı otomatik yönet service = ChromeService() driver = webdriver.Chrome(service=service, options=chrome_options) driver.get(url) try: WebDriverWait(driver, 10).until( EC.element_to_be_clickable((By.ID, 'onetrust-accept-btn-handler')) ).click() except: print("Çerez popup'ı bulunamadı, devam ediliyor...") comprehensive_scroll(driver) comment_elements = driver.find_elements(By.XPATH, '/html/body/div[1]/div[4]/div/div/div/div/div[3]/div/div/div[3]/div[2]/div') total_comments = len(comment_elements) data = [] for i in range(1, total_comments + 1): try: username_xpath = f'/html/body/div[1]/div[4]/div/div/div/div/div[3]/div/div/div[3]/div[2]/div[{i}]/div[1]/div[2]/div[1]' username = driver.find_element(By.XPATH, username_xpath).text except: username = "N/A" try: comment_xpath = f'/html/body/div[1]/div[4]/div/div/div/div/div[3]/div/div/div[3]/div[2]/div[{i}]/div[2]/p' comment = driver.find_element(By.XPATH, comment_xpath).text except: comment = "N/A" try: date_xpath = f'/html/body/div[1]/div[4]/div/div/div/div/div[3]/div/div/div[3]/div[2]/div[{i}]/div[1]/div[2]/div[2]' date = driver.find_element(By.XPATH, date_xpath).text except: date = "N/A" try: star_xpath_base = f'/html/body/div[1]/div[4]/div/div/div/div/div[3]/div/div/div[3]/div[2]/div[{i}]/div[1]/div[1]/div' full_stars = driver.find_elements(By.XPATH, f"{star_xpath_base}/div[@class='star-w']/div[@class='full'][@style='width: 100%; max-width: 100%;']") star_count = len(full_stars) except: star_count = 0 data.append({ "Kullanıcı_id": i, "Kullanıcı Adı": username, "Yorum": comment, "Tarih": date, "Yıldız Sayısı": star_count }) return pd.DataFrame(data) except Exception as e: print(f"Hata oluştu: {str(e)}") return pd.DataFrame() finally: if 'driver' in locals(): driver.quit()