I am trying to extract the price value of in the linked website using beautfulsoup in python. I am able to see the where the price is when I use 'Inspect Element', but I do not see it when using 'View Source'
import requests
from bs4 import BeautifulSoup
r = requests.get('https://www.rolex.com/en-us/watches/air-king/m126900-0001.html')
soup = BeautifulSoup(r.content, 'html.parser')
s = soup.find('span', "class=sc-fznKkj sc-fzqNJr sc-qWdEB emvJfj")
When I run this code the object s is empty rather than including the price.
The price data loads from a json file. You can see this by loading up Dev Tools and searching for the price (7,400 for me) and seeing what request loaded the price.
The code to get the price is simple :)
response = requests.get("https://www.rolex.com/content/api/rolex/model-price.US.m126900-0001.en_us.json").json()
price = response['formattedPrice'] # $7,400
Related
I want to scrape Korea Exchange Rate by using http://www.smbs.biz/ExRate/StdExRate.jsp this website.
Daily exchange rate is provided by table, So I tried to scrape using BeautifulSoup, but it's responses are empty.
Table is like,
url = "http://www.smbs.biz/ExRate/StdExRate.jsp"
html = requests.get(url, verify=False).text
soup = BeautifulSoup(html, 'html.parser')
title = soup.select_one('#frm_SearchDate > div:nth-child(17) > table')
title.text
Result :
'\n일별 매매기준율\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n'
Always and first of all, take a look at your soup to see if all the expected ingredients are there.
Data is loaded via XHR request and table is rendered dynamically by JavaScript, That is why you won't get the table with BeautifulSoup cause it could not find it in response of your request.
There are option to get it anyway:
check your browser dev tools on XHR tab to locate the api and pull part of info from there.
use selenium to get driver.page_source with whole table from the 'browser like'rendered version of website.
Example
import requests
from bs4 import BeautifulSoup
url = 'http://www.smbs.biz/ExRate/StdExRate_xml.jsp?arr_value=USD_2023-01-12_2023-02-03'
soup=BeautifulSoup(requests.get(url).text)
{s.get('label'):s.get('value') for s in soup.select('set')}
Output
{'23.01.12': '1245.3',
'23.01.13': '1244.6',
'23.01.16': '1240.6',
'23.01.17': '1234',
'23.01.18': '1238.5',
'23.01.19': '1239.8',
'23.01.20': '1236',
'23.01.25': '1234.4',
'23.01.26': '1233.4',
'23.01.27': '1231.4',
'23.01.30': '1230.2',
'23.01.31': '1228.7',
'23.02.01': '1230.8',
'23.02.02': '1231.4',
'23.02.03': '1219.3'}
import requests
from bs4 import BeautifulSoup
URL = 'https://www.target.com/p/lego-technic-mclaren-formula-1-race-car-42141-model-building-kit/-/A-83783490#lnk=sametab'
page = requests.get(URL, headers=headers)
soup = BeautifulSoup(page.content, 'html.parser')
title = soup.find(class_="sc-ipEyDJ gnavnm h-text-bold h-margin-b-tight").get_text()
price = soup.find('span', {'class': 'styles__CurrentPriceFontSize-sc-1mdemp3-1 dUPDAJ'})
I tried formatting the soup.find() method multiple ways, but I keep getting an empty list. Any help would be appreciated.
The price and some other information are rendered dynamically with Javascript fetching an API. You need to either find how to mimic the call using requests or use Selenium.
I tried to fetch all product's name from the web page, but I could have only 12.
If I scroll down the web page then it gets refreshed and adds more information.
How can I to get all information?
import requests
from bs4 import BeautifulSoup
import re
url = "https://www.outre.com/product-category/wigs/"
res = requests.get(url)
res.raise_for_status()
soup = BeautifulSoup(res.text, "lxml")
items = soup.find_all("div", attrs={"class":"title-wrapper"})
for item in items:
print(item.p.a.get_text())
Your code is good. The thing is on the website; the products are dynamically loaded, so when you do your request you can only get the first 12 products.
You can check the developer console inside your browser to track the Ajax call made during browsing.
I did it, and it turns out a call is made to retrieve more product to the URL
https://www.outre.com/product-category/wigs/page/2/
So if you want to get all the products you need to browse multiple pages. I suggest you to use a loop and use your code several times.
N.B.: You can try to check the website to see is there is a more convenient place to get the product (like not from the main page)
The page loads the products from different URL via JavaScript, so Beautiful Soup doesn't see it. To get all pages, you can use the following example:
import requests
from bs4 import BeautifulSoup
url = "https://www.outre.com/product-category/wigs/page/{}/"
page = 1
while True:
soup = BeautifulSoup(requests.get(url.format(page)).content, "html.parser")
titles = soup.select(".product-title")
if not titles:
break
for title in titles:
print(title.text)
page += 1
Prints:
...
Wet & Wavy Loose Curl 18″
Wet & Wavy Boho Curl 20″
Nikaya
Jeanette
Natural Glam Body
Natural Free Deep
I'm trying to scrape the orange "price" (209,600) found on this site
It appears to be found in the following div
<div class="fs-3 fw-700 text-orange">209,600</div>
However, I receive no value when I run the following code.
URL = "https://www.mut.gg/players/3024-mike-haynes/22-13003024/#prices"
page = requests.get(URL)
soup = BeautifulSoup(page.content, "lxml")
price = soup.find_all("div", class_="fs-3 fw-700 text-orange")
print(price)
I even tried to manually find element by using print(soup.prettify()) but it doesn't seem to exist.
Is there something I'm missing?
Data you are trying to fetch it is render through JS so what you can
try.
Go to chrom developer mode refresh your website and in Network tab
you can search for price and in Fetch/Xhr section you will receive 2
links.
From where data is being update in which you can use 2nd link and it
will return data as json
import requests
res=requests.get("https://www.mut.gg/api/mutdb/prices/22-13003024/xbox-one/")
data=res.json()['data']['pricesData']['summary']['price']
For extracting q2 from Json
data=res.json()['data']['pricesData']['summary']['q2']
Image:
How can I extract the value of Security ID, Security Code, Group / Index, Wtd.Avg Price, Trade Date, Quantity Traded, % of Deliverable Quantity to Traded Quantity using Python 3 and save it to an XLS file. Below is the link.
https://www.bseindia.com/stock-share-price/smartlink-network-systems-ltd/smartlink/532419/
PS: I am completely new to the python. I know there are few libs which make scrapping easier like BeautifulSoup, selenium, requests, lxml etc. Don't have much idea about them.
Edit 1:
I tried something
from bs4 import BeautifulSoup
import requests
URL = 'https://www.bseindia.com/stock-share-price/smartlink-network-systems-ltd/smartlink/532419/'
r = requests.get(URL)
soup = BeautifulSoup(r.content, 'html5lib')
table = soup.find('div', attrs = {'id':'newheaddivgrey'})
print(table)
Its output is None. I was expecting all tables in the webpage and filter them further to get required data.
import requests
import lxml.html
URL = 'https://www.bseindia.com/stock-share-price/smartlink-network-systems-ltd/smartlink/532419/'
r = requests.get(URL)
root = lxml.html.fromstring(r.content)
title = root.xpath('//*[#id="SecuritywiseDeliveryPosition"]/table/tbody/tr/td/table/tbody/tr[1]/td')
print(title)
Tried another code. Same problem.
Edit 2:
Tried selenium. But I am not getting the table contents.
from selenium import webdriver
driver = webdriver.Chrome(r"C:\Program Files\JetBrains\PyCharm Community Edition 2017.3.3\bin\chromedriver.exe")
driver.get('https://www.bseindia.com/stock-share-price/smartlink-network-systems-ltd/smartlink/532419/')
table=driver.find_elements_by_xpath('//*[#id="SecuritywiseDeliveryPosition"]/table/tbody/tr/td/table/tbody/tr[1]/td')
print(table)
driver.quit()
Output is [<selenium.webdriver.remote.webelement.WebElement (session="befdd4f01e6152942c9cfc7c563a6bf2", element="0.13124528538297953-1")>]
After loading the page with Selenium, you can get the Javascript modified page source using driver.page_source. You can then pass this page source in the BeautifulSoup object.
driver = webdriver.Chrome()
driver.get('https://www.bseindia.com/stock-share-price/smartlink-network-systems-ltd/smartlink/532419/')
html = driver.page_source
driver.quit()
soup = BeautifulSoup(html, 'lxml')
table = soup.find('div', id='SecuritywiseDeliveryPosition')
This code will give you the Securitywise Delivery Position table in the table variable. You can then parse this BeautifulSoup object to get the different values you want.
The soup object contains the full page source including the elements that were dynamically added. Now, you can parse this to get all the things you mentioned.