CODEWITHSUNDEEP
pythonbeautifulsoup
Ricardo Mehr
Ricardo Mehr

Reputation: 310

Beautiful Soup returns None on existing element

I'm trying to scrape the price of a product. Here's my code:

from bs4 import BeautifulSoup as soup
import requests

page_url = "https://www.falabella.com/falabella-cl/product/5311682/Smartphone-iPhone-7-PLUS-32GB/5311682/"
headers={
    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/35.0.1916.47 Safari/537.36'
}
uClient = requests.get(page_url, headers=headers)
print(uClient)
page_soup = soup(uClient.content, "html.parser") #requests
test = page_soup.find("p", {"class":"fb-price"})
print(test)

But I get the following response instead of the desired price

<Response [200]>
None

I have checked that the element exists using Chrome developer tools. URL: https://www.falabella.com/falabella-cl/product/5311682/Smartphone-iPhone-7-PLUS-32GB/5311682/

Upvotes: 2

Views: 517

Answers (3)

KunduK
KunduK

Reputation: 33384

If you go to network tab you get the following link which retrieve data in json format.You can do that without Selenium and Beautifulsoup

Url="https://www.falabella.com/rest/model/falabella/rest/browse/BrowseActor/fetch-item-details?{%22products%22:[{%22productId%22:%225311634%22},{%22productId%22:%225311597%22},{%22productId%22:%225311505%22},{%22productId%22:%226009874%22},{%22productId%22:%225311494%22},{%22productId%22:%225311510%22},{%22productId%22:%226009845%22},{%22productId%22:%226009871%22},{%22productId%22:%226009868%22},{%22productId%22:%226009774%22},{%22productId%22:%226782957%22},{%22productId%22:%226009783%22},{%22productId%22:%226782958%22},{%22productId%22:%228107608%22},{%22productId%22:%228107640%22},{%22productId%22:%226009875%22},{%22productId%22:%226782967%22},{%22productId%22:%226782922%22}]}"

Try the below code.

import requests

page_url = "https://www.falabella.com/rest/model/falabella/rest/browse/BrowseActor/fetch-item-details?{%22products%22:[{%22productId%22:%225311634%22},{%22productId%22:%225311597%22},{%22productId%22:%225311505%22},{%22productId%22:%226009874%22},{%22productId%22:%225311494%22},{%22productId%22:%225311510%22},{%22productId%22:%226009845%22},{%22productId%22:%226009871%22},{%22productId%22:%226009868%22},{%22productId%22:%226009774%22},{%22productId%22:%226782957%22},{%22productId%22:%226009783%22},{%22productId%22:%226782958%22},{%22productId%22:%228107608%22},{%22productId%22:%228107640%22},{%22productId%22:%226009875%22},{%22productId%22:%226782967%22},{%22productId%22:%226782922%22}]}"
headers={
    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_9_3) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/35.0.1916.47 Safari/537.36'
}
response=requests.get(page_url, headers=headers)
res=response.json()
for item in res['products'][0]['product']['prices']:
    print(item['symbol'] + item['originalPrice'])

Output:

$ 379.990
$ 569.990

To get the product name:

print(res['products'][0]['product']['displayName'])

Output:

Smartphone iPhone 7 PLUS 32GB

If you only looking for the value $ 379.990 the print this

print(res['products'][0]['product']['prices'][0]['symbol'] +res['products'][0]['product']['prices'][0]['originalPrice'] )

Upvotes: 3

Robert Miles
Robert Miles

Reputation: 54

This is extremely hacky, and for real use cases, I would suggest using this: Web-scraping JavaScript page with Python

By downloading the raw HTML via cURL and using grep (in your case, you could use a search on the source in Sources tab in the explorer), I was able to find that the price was stored in the fbra_browseMainProductConfig variable. Using BeautifulSoup, I was able to pull the script for it:

import requests, re
from bs4 import BeautifulSoup
soup = BeautifulSoup(requests.get("https://www.falabella.com/falabella-cl/product/5311682/Smartphone-iPhone-7-PLUS-32GB/5311682/").content)
# grab the text where it has `fbra_browseMainProductConfig` in it, and strip the extra whitespace
script_contents = soup(text=re.compile("fbra_browseMainProductConfig"))[0].strip()

From there, I checked the output, and found that the first line was the fbra_browseMainProductConfig declaration. So:

import json
# split the contents of the script tag into lines, take the first element (0th index), strip any additional whitespace
mainProductConfigLine = script_contents.splitlines()[0].strip()
# split the variable from the declaration, JSON that (removing the ending semicolon)
mainProductConfig = json.loads(mainProductConfigLine.split(" = ",1)[1][:-1])
# grab the prices (plural, there are more than one)
# in order to find the key, I messed around with the dict in a Python REPL and found it
prices = [price["originalPrice"] for price in mainProductConfig["state"]["product"]["prices"] if "originalPrice" in price]

Hope this helps!

Upvotes: 1

ggorlen
ggorlen

Reputation: 57259

The problem is that a JS script is inserting this HTML node dynamically after the page load. The request retrieves only the raw HTML and doesn't wait around for scripts to run.

You can use a headless browser such as Chrome Webdriver which is able to wait for the page to load in real time, then access the DOM dynamically. Here's a sample of how you could use this after installing it:

from selenium import webdriver
from selenium.webdriver.chrome.options import Options

url = "https://www.falabella.com/falabella-cl/product/5311682/Smartphone-iPhone-7-PLUS-32GB/5311682/"
opts = Options()  
opts.add_argument("--headless")  
opts.add_argument("log-level=3") # suppress console noise
driver = webdriver.Chrome(options=opts)
driver.get(url)

print(driver.find_element_by_class_name("fb-price").text) # => $ 379.990

As pointed out in the other answer, another good option is to make the same API call to the URL that the script uses to access the data. There's nothing to install or import using this approach, so it's very lightweight, and the API may be less brittle than the class name (or vice versa).

Upvotes: 2

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