I am using Python 3.9.1 with selenium and BeatifulSoup in order to create my first webscraper for Tesco's website (a mini project to teach myself). However, when I run the code, as shown below, I receive an attribute error:
Traceback (most recent call last):
File "c:\Users\Ozzie\Dropbox\My PC (DESKTOP-HFVRPAV)\Desktop\Tesco\Tesco.py", line 37, in <module>
clean_product_data = process_products(html)
File "c:\Users\Ozzie\Dropbox\My PC (DESKTOP-HFVRPAV)\Desktop\Tesco\Tesco.py", line 23, in process_products
weight = product_price_weight.find("span",{"class":"weight"}).text.strip()
AttributeError: 'NoneType' object has no attribute 'find'
I am unsure what is going wrong - the title and URL sections work fine, but the weight and price sections return this value. When I have tried printing the product_price and product_price_weight variables, they have returned the values I expected them to (I won't post that here, it's just very long HTML).
from selenium import webdriver
from selenium.webdriver.common.keys import Keys
from webdriver_manager.chrome import ChromeDriverManager
import time
from bs4 import BeautifulSoup
driver = webdriver.Chrome(ChromeDriverManager().install())
def process_products(html):
clean_product_list = []
soup = BeautifulSoup(html, 'html.parser')
products = soup.find_all("div",{"class":"product-tile-wrapper"})
for product in products:
data_dict = {}
product_details = product.find("div",{"class":"product-details--content"})
product_price = product.find("div",{"class":"price-control-wrapper"})
product_price_weight = product.find("div",{"class":"price-per-quantity-weight"})
data_dict['title'] = product_details.find('a').text.strip()
data_dict['product_url'] = ('tesco.com') + (product_details.find('a')['href'])
weight = product_price_weight.find("span",{"class":"weight"}).text.strip()
data_dict['price'] = product_price.find("span",{"class":"value"}).text.strip()
data_dict['price'+weight] = product_price_weight.find("span",{"class":"value"}).text.strip()
clean_product_list.append(data_dict)
return clean_product_list
master_list = []
for i in range (1,3):
print (i)
driver.get(f"https://www.tesco.com/groceries/en-GB/shop/fresh-food/all?page={i}&count=48")
html = driver.page_source
driver.maximize_window()
clean_product_data = process_products(html)
master_list.extend(clean_product_data)
print (master_list)
Any help is much appreciated. Many thanks,
You can try this by updating your process_products
function. Take note again THERE ARE CASES where some of your variable that you are trying to do a .find()
returns a None
which simply means that it HAS NOT find
any element base on the parameters given on your .find()
function.
Example this one:
Let's say this part of code has been executed
product_details = product.find("div",{"class":"product-details--content"})
Now if it finds an element based on those tags
& class
it will return a bs4
object but if not it will return None
so let's say it returned None
.
So your product_details
variable will be a None
object so once it is None
again here on your code you do this. Again where product_details
is None
data_dict['title'] = product_details.find('a').text.strip()
#Another way of saying is
#data_dict['title'] = None.find('a').text.strip() ##Clearly an ERROR
So what I did this here is put it in a try
except
to simply catch those errors and give you empty strings indicating that probably your variable you're trying to do a .find()
returns a None
or might be some errors (the point is there is no relevant data being returned), that's why I use try
except
but you could also just make an if
else
out of this, but I think doing it in a try
except
is better.
def process_products(html):
clean_product_list = []
soup = BeautifulSoup(html, 'html.parser')
products = soup.find_all("div",{"class":"product-tile-wrapper"})
for product in products:
data_dict = {}
product_details = product.find("div",{"class":"product-details--content"})
product_price = product.find("div",{"class":"price-control-wrapper"})
product_price_weight = product.find("div",{"class":"price-per-quantity-weight"})
try:
data_dict['title'] = product_details.find('a').text.strip()
data_dict['product_url'] = ('tesco.com') + (product_details.find('a')['href'])
except BaseException as no_prod_details:
'''
This would mean that your product_details variable might be equal to None, so catching the error & setting
yoour data with empty strings, indicating it can't do a .find()
'''
data_dict['title'] = ''
data_dict['product_url'] = ''
try:
data_dict['price'] = product_price.find("span",{"class":"value"}).text.strip()
except BaseException as no_prod_price:
#Same here
data_dict['price'] =''
try:
weight = product_price_weight.find("span",{"class":"weight"}).text.strip()
data_dict['price'+weight] = product_price_weight.find("span",{"class":"value"}).text.strip()
except BaseException as no_prod_price_weigth:
#Same here again
weight = ''
data_dict['price'+weight] = ''
clean_product_list.append(data_dict)
return clean_product_list