Scraping html for img src in Python bs4
Question
I have the following HTML code I am trying to parse with BeautifulSoup in Python, or bs4:
<div class="product w-100" data-pid="BBOMNLV1-36183" data-sid="BBOMNLWB">
<div class="product-tile w-100">
<!-- dwMarker="product" dwContentID="c4e921241579720afa4287dbf5" -->
<div class="image-container">
<a href="/pd/omn1s-low/BBOMNLV1-36183.html?dwvar_BBOMNLV1-36183_style=BBOMNLWB">
<picture>
<source type="image/jpeg" data-srcset="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440 1x, https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=880&hei=880 2x" srcset="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440 1x, https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=880&hei=880 2x"> <img class="tile-image ls-is-cached lazyloaded" src="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440" data-src="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440" data-srcset="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2SM$&wid=440&hei=440 1x, https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2SM$&wid=880&hei=880 2x" alt="OMN1S Low" title="OMN1S Low, BBOMNLWB" itemprop="image" srcset="https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2SM$&wid=440&hei=440 1x, https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2SM$&wid=880&hei=880 2x"> </picture>
</a>
<div class="product-id d-none">BBOMNLV1-36183</div>
<div class="wishlist-url d-none">/on/demandware.store/Sites-NBUS-Site/en_US/Wishlist-WishlistItemExists</div> <span class="wishListToggle">
<a class="wishlistTile add-to-wish-list" href="/on/demandware.store/Sites-NBUS-Site/en_US/Wishlist-AddProduct" title="Wish list">
<span class="wishlist-inactive active">
<svg role="img" class="icon svg-icon " width="24" height="24" aria-label="title">
<title> </title>
<desc> </desc>
<use xlink:href="#wishlist-inactive"></use>
</svg></span> </a>
<a class="wishlistTile remove-from-wishlist" href="/on/demandware.store/Sites-NBUS-Site/en_US/Wishlist-RemoveProduct" title="Wish list"> <span class="wishlist-active ">
<svg role="img" class="icon svg-icon " width="24" height="24" aria-label="title">
<title> </title>
<desc> </desc>
<use xlink:href="#wishlist-active"></use>
</svg></span> </a>
</span>
</div>
<div class="tile-body">
<div class="row pgp-grid pb-2 pr-2">
<div class="col-12 col-lg-7 pl-2 fw-search">
<div class="pdp-link"> <a class="link font-weight-bold pname text-underline no-underline-lg" href="/pd/omn1s-low/BBOMNLV1-36183.html?dwvar_BBOMNLV1-36183_style=BBOMNLWB">OMN1S Low</a> <span class="category-name font-body w-100 d-block pt-2">
Men's Basketball
</span> </div>
</div>
<div class="col-12 col-lg-5 pl-2 fw-search justify-content-lg-end text-right d-flex p-0 search-tile">
<div class="price"> <span class="price-value">
<span class="sales font-body-large ">
$139.99
</span> </span>
</div>
</div>
</div>
<div class="pgp-reviews-wrapper" data-pageid="BBOMNLV1-36183" data-url="https://www.newbalance.com/on/demandware.store/Sites-NBUS-Site/en_US/ProductReviews-WriteReview?pid=BBOMNLV1-36183" id="BBOMNLV1-36183-pgp-reviews-wrapper-3">
<div class="p-w-r">
<section id="pr-category-snippets-BBOMNLV1-36183" class="pr-no-reviews" aria-labelledby="pr-UbCtutN-xQJECAE6zEJSy" data-testid="category-snippet">
<div class="pr-snippet pr-category-snippet">
<div class="pr-category-snippet__rating pr-category-snippet__item">
<div class="pr-snippet-stars pr-snippet-stars-png ">
<div aria-hidden="true" class="pr-rating-stars">
<div class="pr-star-v4 pr-star-v4-0-filled"></div>
<div class="pr-star-v4 pr-star-v4-0-filled"></div>
<div class="pr-star-v4 pr-star-v4-0-filled"></div>
<div class="pr-star-v4 pr-star-v4-0-filled"></div>
<div class="pr-star-v4 pr-star-v4-0-filled"></div>
</div>
<div aria-hidden="true" class="pr-snippet-rating-decimal">0.0</div>
</div><span id="pr-UbCtutN-xQJECAE6zEJSy" class="pr-accessible-text">Rated 0 out of 5 stars</span></div>
<div class="pr-category-snippet__total pr-category-snippet__item">No Reviews</div>
</div>
</section>
</div>
</div>
</div>
<div class="badges"> <span class="sub-badges p-1 text-uppercase font-weight-bold">NEW</span> </div>
<!-- END_dwmarker -->
</div>
</div>
I am trying to retrieve the shoe's pciture by finding img tag with the class "tile-image ls-is-cached lazyloaded", then I try to retrieve the data-src attribute to acquire the link of the photograph.
Here is my bs4 code, which does not seem to work:
from bs4 import BeautifulSoup
def queryNewBalance(uri):
r = requests.get('https://www.newbalance.com/men/shoes/basketball/?prefn1=color&prefv1=Black%7CBlue&srule=null')
soup = BeautifulSoup(r.content, 'html.parser')
result = soup.find_all('div', class_='product w-100')
for res in result:
print("*******************************")
print(res.find('img', class_='tile-image ls-is-cached lazyloaded')['href]) #Picture
print("*******************************")
print(f"\nFound total shoes: {len(result)}")
How do I fix my code to retrieve the image link?
2 answers
solution1
0 2020-10-09 05:53:06
It seems that the attribute you are getting is href the <img> tag you are trying to scrape doesn't have that attribute , it has the src attribute and that is where the link is. By the way put your html parameter that long html code you provided.
def queryNewBalance(html):
#r = requests.get('https://www.newbalance.com/men/shoes/basketball/?prefn1=color&prefv1=Black%7CBlue&srule=null')
soup = BeautifulSoup(html, 'html.parser')
result = soup.find_all('div', class_='product w-100')
for res in result:
print("*******************************")
print(res.find('img', class_='tile-image ls-is-cached lazyloaded')['src']) #Picture
print("*******************************")
print(f"\nFound total shoes: {len(result)}")
queryNewBalance(html)
Output
*******************************
https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
Found total shoes: 1
[Finished in 0.7s]
--- URL ---
from bs4 import BeautifulSoup
import requests
def queryNewBalance():
r = requests.get('https://www.newbalance.com/men/shoes/basketball/?prefn1=color&prefv1=Black%7CBlue&srule=null')
soup = BeautifulSoup(r.content, 'html.parser')
result = soup.find_all('div', class_='product w-100')
for res in result:
print("*******************************")
print(res.find('img', class_='tile-image')["data-src"]) #Picture
print("*******************************")
print(f"\nFound total shoes: {len(result)}")
queryNewBalance()
Output:
*******************************
https://nb.scene7.com/is/image/NB/bbomnxbb_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
*******************************
https://nb.scene7.com/is/image/NB/bbomnlpl_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
*******************************
https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
*******************************
https://nb.scene7.com/is/image/NB/bbomnlbr_nb_02_i_5a34b3da900d437a9a88?$pdpflexf2$&wid=440&hei=440
*******************************
*******************************
https://nb.scene7.com/is/image/NB/bbomnlfc_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
*******************************
https://nb.scene7.com/is/image/NB/bbomnlwt_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
Found total shoes: 6
[Finished in 2.9s]
PS: If you are getting involved more with web scraping, and scraping tons of websites especially the big ones, I suggest you change your parser to html5lib -> pip install html5lib . It's a better parser as I've had problems scraping with html.parser , it just doesn't somehow scrape some part of a website tho I've check the soup object where it has, anyways your call, Good luck!
solution2
0 2020-10-09 06:06:20
There's no class tile-image ls-is-cached lazyloaded on the page. To get the links of the images, you can use a CSS Selector img[itemprop='image'] :
import requests
from bs4 import BeautifulSoup
def queryNewBalance(url):
r = requests.get(url)
soup = BeautifulSoup(r.content, "html.parser")
result = soup.find_all("div", class_="product w-100")
for res in result:
print("*******************************")
print(res.select_one("img[itemprop='image']")["data-src"])
print(f"\nFound total shoes: {len(result)}")
queryNewBalance(
"https://www.newbalance.com/men/shoes/basketball/?prefn1=color&prefv1=Black%7CBlue&srule=null"
)
Output:
*******************************
https://nb.scene7.com/is/image/NB/bbomnxbb_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
https://nb.scene7.com/is/image/NB/bbomnlpl_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
https://nb.scene7.com/is/image/NB/bbomnlwb_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
https://nb.scene7.com/is/image/NB/bbomnlbr_nb_02_i_5a34b3da900d437a9a88?$pdpflexf2$&wid=440&hei=440
*******************************
https://nb.scene7.com/is/image/NB/bbomnlfc_nb_02_i?$pdpflexf2$&wid=440&hei=440
*******************************
https://nb.scene7.com/is/image/NB/bbomnlwt_nb_02_i?$pdpflexf2$&wid=440&hei=440
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