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.common.exceptions import TimeoutException, NoSuchElementException import time import pandas as pd import os import logging logger = logging.getLogger(__name__) def comprehensive_scroll(driver): """Scroll until no more new content is loaded""" try: 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 except Exception as e: logger.error(f"Scroll sırasında hata: {str(e)}") def scrape_reviews(url): """URL'den yorumları çeken fonksiyon""" driver = None try: # Data directory oluştur data_directory = "data" if not os.path.exists(data_directory): os.makedirs(data_directory) # Chrome options ayarları chrome_options = webdriver.ChromeOptions() chrome_options.add_argument('--headless') chrome_options.add_argument('--disable-gpu') chrome_options.add_argument('--no-sandbox') chrome_options.add_argument('--disable-dev-shm-usage') chrome_options.add_argument("--window-size=1920,1080") # Linux için ChromeDriver ayarı try: # Önce /usr/local/bin/chromedriver'ı dene service = Service('/usr/local/bin/chromedriver') driver = webdriver.Chrome(service=service, options=chrome_options) except: try: # Eğer başarısız olursa /usr/bin/chromedriver'ı dene service = Service('/usr/bin/chromedriver') driver = webdriver.Chrome(service=service, options=chrome_options) except: # Son olarak PATH'teki chromedriver'ı dene service = Service('chromedriver') driver = webdriver.Chrome(service=service, options=chrome_options) logger.info(f"URL'ye erişiliyor: {url}") driver.get(url) # Çerez popup'ını kabul et try: WebDriverWait(driver, 10).until( EC.element_to_be_clickable((By.ID, 'onetrust-accept-btn-handler')) ).click() logger.info("Çerez popup'ı kabul edildi") except TimeoutException: logger.warning("Çerez popup'ı bulunamadı veya tıklanamadı") logger.info("Sayfa kaydırılıyor...") comprehensive_scroll(driver) logger.info("Yorumlar toplanıyor...") 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) logger.info(f"Toplam {total_comments} yorum bulundu") 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 NoSuchElementException: 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 NoSuchElementException: 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 NoSuchElementException: 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 NoSuchElementException: star_count = 0 data.append({ "Kullanıcı_id": i, "Kullanıcı Adı": username, "Yorum": comment, "Tarih": date, "Yıldız Sayısı": star_count }) if i % 10 == 0: logger.info(f"{i}/{total_comments} yorum toplandı") df = pd.DataFrame(data) # Geçici dosya olarak kaydet temp_file = os.path.join(data_directory, 'temp_comments.csv') df.to_csv(temp_file, index=False, encoding='utf-8-sig') logger.info(f"Veriler {temp_file} dosyasına kaydedildi") return df except Exception as e: logger.error(f"Veri çekme sırasında hata: {str(e)}") return pd.DataFrame() finally: if driver: driver.quit() logger.info("Chrome driver kapatıldı") # Geçici dosyayı sil temp_file = os.path.join("data", 'temp_comments.csv') if os.path.exists(temp_file): os.remove(temp_file) logger.info("Geçici dosya silindi")