enesmanan commited on
Commit
fb24c70
·
verified ·
1 Parent(s): ab36536
Files changed (2) hide show
  1. app.py +5 -1
  2. scrape/trendyol_scraper.py +29 -43
app.py CHANGED
@@ -324,4 +324,8 @@ def create_interface():
324
 
325
  if __name__ == "__main__":
326
  interface = create_interface()
327
- interface.launch()
 
 
 
 
 
324
 
325
  if __name__ == "__main__":
326
  interface = create_interface()
327
+ interface.launch(
328
+ server_name="0.0.0.0", # Dış bağlantılara izin ver
329
+ share=True, # Public link oluştur
330
+ server_port=7860 # Space'in varsayılan portu
331
+ )
scrape/trendyol_scraper.py CHANGED
@@ -4,8 +4,6 @@ from selenium.webdriver.common.by import By
4
  from selenium.webdriver.support.ui import WebDriverWait
5
  from selenium.webdriver.support import expected_conditions as EC
6
  from selenium.webdriver.chrome.options import Options
7
- from webdriver_manager.chrome import ChromeDriverManager
8
- from webdriver_manager.core.os_manager import ChromeType
9
  import time
10
  import pandas as pd
11
  import os
@@ -20,9 +18,8 @@ def scrape_reviews(url):
20
  def comprehensive_scroll(driver):
21
  last_height = driver.execute_script("return document.body.scrollHeight")
22
  while True:
23
- # Rastgele scroll
24
- driver.execute_script(f"window.scrollTo(0, {last_height * random.uniform(0.7, 1.0)});")
25
- time.sleep(random.uniform(2, 4))
26
  new_height = driver.execute_script("return document.body.scrollHeight")
27
  if new_height == last_height:
28
  break
@@ -33,86 +30,75 @@ def scrape_reviews(url):
33
  chrome_options.add_argument('--headless')
34
  chrome_options.add_argument('--no-sandbox')
35
  chrome_options.add_argument('--disable-dev-shm-usage')
36
- chrome_options.add_argument('--disable-blink-features=AutomationControlled')
37
- chrome_options.add_argument('--disable-extensions')
38
- chrome_options.add_argument('--ignore-certificate-errors')
39
  chrome_options.add_argument('--disable-gpu')
 
 
40
  chrome_options.add_argument("--window-size=1920,1080")
41
 
42
- # User agent ekleme
43
- user_agents = [
44
- 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
45
- 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/120.0.0.0 Safari/537.36',
46
- 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/119.0.0.0 Safari/537.36'
47
- ]
48
- chrome_options.add_argument(f'user-agent={random.choice(user_agents)}')
49
-
50
  try:
51
- # ChromeDriver otomatik yönet
52
- service = Service(ChromeDriverManager(chrome_type=ChromeType.CHROMIUM).install())
53
  driver = webdriver.Chrome(service=service, options=chrome_options)
54
 
55
- # WebDriver özelliğini gizle
56
- driver.execute_script("Object.defineProperty(navigator, 'webdriver', {get: () => undefined})")
57
-
58
- print("Sayfa yükleniyor...")
59
  driver.get(url)
60
- time.sleep(random.uniform(3, 5))
61
 
62
  try:
63
- WebDriverWait(driver, 15).until(
64
  EC.element_to_be_clickable((By.ID, 'onetrust-accept-btn-handler'))
65
  ).click()
66
- time.sleep(random.uniform(1, 2))
67
- except Exception as e:
68
- print(f"Çerez popup'ı hatası: {str(e)}")
69
-
70
- print("Yorumlar yükleniyor...")
71
  comprehensive_scroll(driver)
72
- time.sleep(random.uniform(2, 3))
73
-
74
- # Yorum elementlerini bul
75
- comment_elements = driver.find_elements(By.CSS_SELECTOR, "div.comment-cards-item")
76
  total_comments = len(comment_elements)
77
 
78
  if total_comments == 0:
79
  print("Yorum elementi bulunamadı!")
80
  return pd.DataFrame()
81
 
82
- print(f"Toplam {total_comments} yorum bulundu.")
83
 
84
  data = []
85
- for i, element in enumerate(comment_elements, 1):
86
  try:
87
- username = element.find_element(By.CLASS_NAME, "user-name").text
 
88
  except:
89
  username = "N/A"
90
 
91
  try:
92
- comment = element.find_element(By.CLASS_NAME, "comment-text").text
 
93
  except:
94
  comment = "N/A"
95
 
96
  try:
97
- date = element.find_element(By.CLASS_NAME, "comment-date").text
 
98
  except:
99
  date = "N/A"
100
 
101
  try:
102
- stars = len(element.find_elements(By.CSS_SELECTOR, "div.full[style='width: 100%; max-width: 100%;']"))
 
 
103
  except:
104
- stars = 0
105
 
106
  data.append({
107
  "Kullanıcı_id": i,
108
  "Kullanıcı Adı": username,
109
  "Yorum": comment,
110
  "Tarih": date,
111
- "Yıldız Sayısı": stars
112
  })
113
-
114
  if i % 5 == 0:
115
- time.sleep(random.uniform(0.5, 1))
116
 
117
  return pd.DataFrame(data)
118
 
 
4
  from selenium.webdriver.support.ui import WebDriverWait
5
  from selenium.webdriver.support import expected_conditions as EC
6
  from selenium.webdriver.chrome.options import Options
 
 
7
  import time
8
  import pandas as pd
9
  import os
 
18
  def comprehensive_scroll(driver):
19
  last_height = driver.execute_script("return document.body.scrollHeight")
20
  while True:
21
+ driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
22
+ time.sleep(3)
 
23
  new_height = driver.execute_script("return document.body.scrollHeight")
24
  if new_height == last_height:
25
  break
 
30
  chrome_options.add_argument('--headless')
31
  chrome_options.add_argument('--no-sandbox')
32
  chrome_options.add_argument('--disable-dev-shm-usage')
 
 
 
33
  chrome_options.add_argument('--disable-gpu')
34
+ chrome_options.add_argument('--lang=tr')
35
+ chrome_options.add_argument('--disable-notifications')
36
  chrome_options.add_argument("--window-size=1920,1080")
37
 
 
 
 
 
 
 
 
 
38
  try:
39
+ # Linux için ChromeDriver ayarları
40
+ service = Service()
41
  driver = webdriver.Chrome(service=service, options=chrome_options)
42
 
 
 
 
 
43
  driver.get(url)
44
+ time.sleep(3)
45
 
46
  try:
47
+ WebDriverWait(driver, 10).until(
48
  EC.element_to_be_clickable((By.ID, 'onetrust-accept-btn-handler'))
49
  ).click()
50
+ except:
51
+ print("Çerez popup'ı bulunamadı, devam ediliyor...")
52
+
 
 
53
  comprehensive_scroll(driver)
54
+
55
+ # İlk çalışan xpath'leri kullanalım
56
+ 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')
 
57
  total_comments = len(comment_elements)
58
 
59
  if total_comments == 0:
60
  print("Yorum elementi bulunamadı!")
61
  return pd.DataFrame()
62
 
63
+ print(f"Toplam {total_comments} yorum bulundu")
64
 
65
  data = []
66
+ for i in range(1, total_comments + 1):
67
  try:
68
+ 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]'
69
+ username = driver.find_element(By.XPATH, username_xpath).text
70
  except:
71
  username = "N/A"
72
 
73
  try:
74
+ 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'
75
+ comment = driver.find_element(By.XPATH, comment_xpath).text
76
  except:
77
  comment = "N/A"
78
 
79
  try:
80
+ 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]'
81
+ date = driver.find_element(By.XPATH, date_xpath).text
82
  except:
83
  date = "N/A"
84
 
85
  try:
86
+ 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'
87
+ full_stars = driver.find_elements(By.XPATH, f"{star_xpath_base}/div[@class='star-w']/div[@class='full'][@style='width: 100%; max-width: 100%;']")
88
+ star_count = len(full_stars)
89
  except:
90
+ star_count = 0
91
 
92
  data.append({
93
  "Kullanıcı_id": i,
94
  "Kullanıcı Adı": username,
95
  "Yorum": comment,
96
  "Tarih": date,
97
+ "Yıldız Sayısı": star_count
98
  })
99
+
100
  if i % 5 == 0:
101
+ print(f"{i} yorum işlendi...")
102
 
103
  return pd.DataFrame(data)
104