def miner(self):
# Miner's track : We land on artwork listings page. We pick the listings from there.
# We pick the Sellers and Artists from artwork pages.
# From artwork pages we fetch the artwork for sale for artists listed.
self.get_artist_listings()
# print(kazoart.artist_listings)
# print(self.artist_listings)
# print("ARTIST LISTINGS")
# print(len(self.artist_listings))
# time.sleep(10)
# That the pages where we discarded the links can be visited as well
for link in self.first_prod_list:
visited.discard(link)
self.get_artwork_listings_master()
# get_artwork_listings_master -> get_artwork_listings_slave -> get_artist_data -> write_artist_data
# So we're done with artist data.
# print(f"ARTWORK LISTINGS, {len(self.artwork_listings)}")
# print(len(self.artwork_listings))
# time.sleep(10)
self.get_artwork_data_master()
# DATA COLLECTION COMPLETED FOR THIS MODULE.
# DOWNLOADING IMAGES NOW.
TheMiner.sir_image_manager()
def miner(self):
self.get_artist_listings()
print(len(self.artist_listings))
self.get_artwork_listings_master()
# get_artwork_listings_master -> get_artwork_listings_slave -> get_artist_data -> write_artist_data
# So we're done with artist data.
print(len(self.artwork_listings))
self.get_artwork_data_master()
# DATA COLLECTION COMPLETED FOR THIS MODULE.
# DOWNLOADING IMAGES NOW.
TheMiner.sir_image_manager()
def get_seller_data(self, url):
# Caller :: get_artwork_data_slave and get_seller_id
visited.discard(url)
soup = TheMiner.fetch_page(url)
if soup is not None:
# Seller's Name
print(seller_name)
# Code will break if seller's name is not found
# Location
try:
print(location)
except AttributeError:
location = None
# Website
try:
print(website)
except AttributeError:
website = None
except TypeError:
website = None
bundle = [url, self.website.platform, seller_name, location, website]
print(bundle)
TheAuthour.write_seller(*bundle)
def recurrent(i_url, depth):
soup = TheMiner.fetch_page(i_url)
if soup is not None:
product_list = soup.find('div', class_='product-list-wrapper')
product_list = product_list.find_all('div', class_='grid-item')
for product in product_list:
item_price = str(
product.find(
'div',
class_='grid-item-price').text).strip().upper()
# Discard the data that does not have a price.
if not item_price == "SOLD":
product_link = str(product.a['href']).strip()
# Discarding urls that do not take us to paintings and sculptures. (RULE : 1)
if "/sculpture/" in product_link or "/painting/" in product_link:
if product_link not in self.artwork_listings:
self.artwork_listings.append(product_link)
# Get artist data if depth is "1", if depth is more than "1" ignore this block.
# To pick the artist's data, from the first page of the listings.
if depth == 1:
# Calling the function to fetch the artist data, and return artist_id
self.get_artist_data(soup, i_url)
next_page = soup.find('div', class_='page-browser')
if next_page is not None:
next_page = next_page.find('div',
class_='page-browser-numbers')
next_page = next_page.find_all('a',
class_='page-browser-item ')
for next_ in next_page:
next_ = self.website.domain + str(next_['href'])
depth += 1
recurrent(next_page, depth)
def key_maker(artist_url):
visited.discard(artist_url)
soup = TheMiner.fetch_page(artist_url)
if soup is not None:
artist_resume = soup.find('div', class_='artist-resume').find('div', class_='artist-resume_text')
name = artist_resume.h1.text.strip()
print(name)
# If an error occurs here, its because the page layout has changed and thus the code needs to be fixed
if name is not None:
try:
country = artist_resume.find('p', class_='location').text.strip().split('\n')
country = country[0].split(',')
country = country[-1].strip()
print(country)
except AttributeError:
country = None
about = soup.find('div', id='about').text.strip()
# About will either be found and be some text or be None.
# print(about)
artist_data_pack = [name, None, country, about]
key = db.Artist.key_maker(artist_data_pack)
# pack = [name, born, country, about]
return key
else:
return None
def get_seller_data(self, url):
# Caller :: get_artwork_data_slave
visited.discard(url)
soup = TheMiner.fetch_page(url)
# print("A")
if soup is not None:
# print("B")
A = soup.find('div', id='top-seller')
seller_name = A.h1.text.strip()
# print(seller_name)
# Code will break if seller's name is not found
try:
location = A.find('p',
class_="subtitle").text.strip().split(',')
location = location[-1].strip()
# print(location)
except AttributeError:
location = None
try:
website = str(soup.find('ul', id="websites").a['href']).strip()
# print(website)
except AttributeError:
website = None
except TypeError:
website = None
bundle = [
url, self.website.platform, seller_name, location, website
]
# print(bundle)
TheAuthour.write_seller(*bundle)
def recurr(url):
soup = TheMiner.fetch_page(url, ghost=True)
if soup is not None:
# Because singulart keeps blocking ips, we'll ship everything inside try-except statements.
try:
# artist_blocks = soup.find_all('div', class_='artist-container')
artist_blocks = soup.find_all('figure', class_='pic-artist')
print(len(artist_blocks))
for artist in artist_blocks:
link = artist.figcaption.h2.a.get('href')
if self.website.domain not in link:
link = self.link_maker(list)
self.artist_listings.append(link)
# print(self_artist_listings)
# next pages
next_pages = soup.find('div', class_='pagerfanta').find('nav')
next_pages = next_pages.find_all('a')
for next_ in next_pages:
link = next_.get('href')
if self.website.domain not in link:
link = self.link_maker(link)
if link not in self.listy:
self.listy.append(link)
# print(listy)
# print(len(listy))
with concurrent.futures.ThreadPoolExecutor() as executor:
trig = executor.map(recurr, self.listy)
for trigger in trig:
pass
except AttributeError:
visited.discard(url)
pass
def gal(url):
soup_ = TheMiner.fetch_page(url)
if soup_ is not None:
try:
artist_url = soup_.find(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 GridColumns__Cell-sc-1g9p6xx-1 cviiXL\.*'
))
artist_url = artist_url.find(
'a',
class_=re.compile(
r'Box-sc-15se88d-0 Flex-cw39ct-0\.*'))['href']
if self.website.domain in artist_url:
pass
else:
artist_url = self.link_maker(artist_url)
if artist_url not in self.artist_listings:
self.artist_listings.append(artist_url)
except AttributeError:
pass
except TypeError:
pass
def get_artist_listings(self):
soup = TheMiner.fetch_page(self.website.start_url)
if soup is not None:
artist_thumbnails =
for artist in artist_thumbnails:
self.artist_listings.append(artist)
def recurrent(i_url, depth):
soup = TheMiner.fetch_page(i_url)
if soup is not None:
# Gather a list of all the products.
for product in product_list:
# Check for price, discard the links that do not have a price.
item_price =
# Discard the data that does not have a price. (RULE : 6)
if not item_price == "SOLD":
product_link =
# Discarding urls that do not take us to paintings and sculptures. (RULE : 1)
if "/sculpture/" in product_link or "/painting/" in product_link:
if product_link not in self.artwork_listings:
self.artwork_listings.append(product_link)
# Get artist data if depth is "1", if depth is more than "1" ignore this block.
# To pick the artist's data, from the first page of the listings.
if depth == 1:
# Calling the function to fetch the artist data, and return artist_id
self.get_artist_data(soup, i_url)
# Find the links to all other pages.
next_pages =
for next_page in next_pages:
next_page =
depth += 1
recurrent(next_page, depth)
def seller_info(self, soup):
seller_bundle =[]
# Seller name
# Seller's website
# Seller's location
# Return seller_id, seller_bundle
# Write data to table seller's in db.
try:
A = soup.find('div', id = 'top-seller')
B = A.find('a')
seller_name = str(B.text).strip()
location = str(A.find('p', class_='subtitle')).strip()
# if seller and location are already recorded in the global seller variable, we fetch the seller_id and
# return it .
seller_name = "_".join([seller_name, location])
if seller_name in SELLER_INFO.keys():
seller_id = SELLER_INFO(seller_name)
print(f"We have a seller for seller id {seller_id}, named {seller_name}")
return seller_id, None
link = B['href']
if 'galeries-d-art' in str(link):
link = re.sub('galeries-d-art', 'art-galleries', link)
except AttributeError:
link = None
except TypeError:
link = None
if link is not None:
# Moving to seller page now.!!
# Read the name and location before moving to the next page.
soup = TheMiner.fetch_page(link)
# visited.discard(link)
if soup is not None:
try:
A = soup.find('div', id = 'top-seller')
seller_name = A.h1.text.strip()
# print(seller_name)
except AttributeError:
return 1, seller_bundle
try:
location = A.find('p', class_="subtitle").text.strip()
# print(location)
except AttributeError:
location = None
try:
website = str(soup.find('ul', id="websites").a['href']).strip()
# print(website)
except AttributeError:
website = None
except TypeError:
website = None
seller_bundle.append(seller_name)
seller_bundle.append(location)
seller_bundle.append(website)
return 0, seller_bundle
return 1, seller_bundle
def get_artist_listings(self):
soup = TheMiner.fetch_page(self.website.start_url)
if soup is not None:
artist_thumbnails = soup.find('div', class_='artists-thumbnails')
artist_thumbnails = artist_thumbnails.find_all('div', class_='artists-thumbnails__item')
for artist in artist_thumbnails:
self.artist_listings.append(str(artist.a['href']).strip())
def miner(self):
# self.get_artist_listings()
# print(kazoart.artist_listings)
# print(len(self.artist_listings))
self.get_artwork_listings_master()
# get_artwork_listings_master -> get_artwork_listings_slave
# We're still not done with artist data
print(len(self.artwork_listings))
self.get_artwork_data_master()
# DATA COLLECTION COMPLETED FOR THIS MODULE.
# DOWNLOADING IMAGES NOW.
print("downloading images now.")
TheMiner.sir_image_manager(chunk_size=100)
def main():
# art_page_url = 'https://www.artsper.com/us/contemporary-artworks/painting/1147236/les-deux-freres'
art_page_url = "https://www.artsper.com/in/contemporary-artworks/painting/189196/candy-zinzin-de-lespace"
artsperpainters = Website('https://www.artsper.com',
'https://www.artsper.com/us/contemporary-artists/youngtalents/painters?',
"ARTSPER")
a = Artsper(artsperpainters)
# print(a.get_art_data_core(art_page_url))
a.seller_info(TheMiner.fetch_page(art_page_url))
def main():
start = time.perf_counter()
# Creating SELLER_INFO
sellers = db.Sellers()
sellers.read_data_sellers()
# Creating ARTIST_INFO
artists = db.Artist()
artists.read_artist_data()
artsperpainters = Website(
'https://www.artsper.com',
'https://www.artsper.com/us/contemporary-artists/youngtalents/painters?',
"ARTSPER")
a_m = Artsper(artsperpainters)
a_m.artsper_mine()
finish = time.perf_counter()
print(
f"Lap Completed in {round(finish - start, 2)}, seconds.\n Starting sculptures"
)
artspersculptors = Website(
'https://www.artsper.com',
'https://www.artsper.com/us/contemporary-artists/youngtalents/sculptors-artists',
"ARTSPER")
a_m = Artsper(artspersculptors)
a_m.artsper_mine()
finish = time.perf_counter()
print(
f"Lap Completed in {round(finish - start, 2)}, seconds.\n Downloading and updating images"
)
TheMiner.sir_image_manager()
finish = time.perf_counter()
print(f"Finished in {round(finish - start, 2)}, seconds")
def get_listing_pages(self, url):
print("Fetching All Listing pages")
soup = TheMiner.fetch_page(url)
# Pop out the url from visited so that it can be used again while fetching artists.
visited.remove(url)
self.listing_pages.append(url)
listings = soup.find('div', class_="paginator")
listings = listings.find_all('a')
for lis in listings:
u = self.website.url_maker(lis['href'])
# Dealing with sites that throw the scraper on french webpages of the artworks.!!
if "oeuvres-d-art-contemporain" in u:
re.sub("oeuvres-d-art-contemporain", "contemporary-artworks", u)
if u not in self.listing_pages:
self.listing_pages.append(u)
def get_artwork_listings_slave(self, url):
# Runs on artist_listings.
soup = TheMiner.fetch_page(url)
if soup is not None:
# Gather a list of all the products.
main_ = soup.find('main', id='main')
main_ = main_.find('div',
class_=re.compile(r'Box-sc-15se88d-0\.*'))
# print(main.prettify())
main_ = main_.find(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 Shelf__Container-sc-1kdkue-0\.*'))
# print(main.prettify())
try:
main1 = main_.find(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 FullBleed-g9qwfe-0\.*'))
product_list = main1.find_all('li')
except AttributeError:
try:
main1 = main_.find(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 FullBleed-g9qwfe-0\.*'))
product_list = main1.find_all('li')
# print("REGEX")
except AttributeError:
product_list = None
if product_list is not None:
# print(product_list)
for product in product_list:
# All the products here are "Available for Sale."
if self.website.domain not in product.a['href']:
product_link = self.link_maker(product.a['href'])
else:
product_link = product.a['href']
if product_link not in self.artwork_listings:
# print(product_link)
self.artwork_listings.append(product_link)
# Sending the soup to fetch artist's data, make artist listings.
self.get_artist_data(soup, url)
def recurr(url):
soup = TheMiner.fetch_page(url)
if soup is not None:
try:
container = soup.find(
'div',
class_=re.compile(
r'LoadingArea__Container-sc-1cnoyb0-2\.*'))
artist_thumbnails = container.find_all(
'div',
class_=re.compile(
r'GridItem__ArtworkGridItem-l61twt-3\.*'))
# print(container.prettify())
for artist in artist_thumbnails:
arti = artist.div.a['href']
if self.website.domain in arti:
artist = arti
else:
artist = self.link_maker(arti)
if artist not in self.first_prod_list:
self.first_prod_list.append(artist)
except AttributeError:
print("Something went wrong for url {}")
try:
next_pages = soup.find(
'nav',
class_=re.compile(
r'Box-sc-15se88d-0 Text-sc-18gcpao-0 ibHUpM\.*'))
next_pages = next_pages.find_all(
'a', class_=re.compile(r'Link-oxrwcw-0\.*'))
for a in next_pages:
link = self.link_maker(a['href'])
if link not in listy:
listy.append(link)
except AttributeError:
pass
with concurrent.futures.ThreadPoolExecutor() as executor:
beta = executor.map(recurr, listy)
for alpha in beta:
pass
def recurrent(i_url, depth):
soup = TheMiner.fetch_page(i_url)
if soup is not None:
artwork = soup.find('div', class_="catalog")
artwork = artwork.find_all('figure')
for art in artwork:
# If listing is sold, don't pick it up.
try:
sold = art.find('p', class_='price soldout sold').text
sold = True
except AttributeError:
sold = False
link = art.a['href']
if 'oeuvres-d-art-contemporain' in link:
link = re.sub('oeuvres-d-art-contemporain',
'contemporary-artworks', link)
if link not in self.artwork_listings and not sold:
la = str(link).split('/')
if 'painting' in la or 'sculpture' in la:
self.artwork_listings.append(link)
if depth == 1:
# Calling the function to fetch the artist data, and return artist_id
self.get_artist_data(soup, i_url)
# This block picks the urls of pages for artists who have listings on more than one pages.
# And launches the code to pick the artwork_listings and artist data
try:
next_ = []
listings = soup.find('div', class_="paginator")
listings = listings.find_all('a')
for li in listings:
ur = self.website.url_maker(li['href'])
next_.append(ur)
# print(ur)
for ur in next_:
recurrent(ur, depth + 1)
except AttributeError:
# For Artists who do not have a second listings page. They'll throw an AttributeError
pass
def recur(i_url, depth):
soup = TheMiner.fetch_page(i_url)
if soup is not None:
figures = soup.find_all('figure')
for figure in figures:
self.artist_listings.append(str(figure.a['href']).strip())
if depth == 1:
next_ = []
listings = soup.find('div', class_="paginator")
listings = listings.find_all('a')
for lis in listings:
u = self.website.url_maker(lis['href'])
# Dealing with sites that throw the scraper on french webpages of the artworks.!!
if "oeuvres-d-art-contemporain" in u:
re.sub("oeuvres-d-art-contemporain",
"contemporary-artworks", u)
if u not in next_:
next_.append(u)
for link in next_:
recur(link, depth + 1)
def artist_id_slave(self, artist_url):
visited.discard(artist_url)
soup = TheMiner.fetch_page(artist_url)
if soup is not None:
self.get_artist_data(soup, artist_url)
# Getting the key from KEY_INFO
if artist_url in KEY_INFO.keys():
key = KEY_INFO.get(artist_url)
# Getting artist_id using the key from ARTIST_INFO
if key in ARTIST_INFO.keys():
artist_id = ARTIST_INFO.get(key)
return artist_id
else:
print("ARTIST_ID_SLAVE : Artist id not in ARTIST_INFO")
return None
else:
print("ARTIST_ID_SLAVE : Could not find artist_id")
return None
else:
print("ARTIST_ID_SLAVE : Soup not returned")
return None
def get_artwork_listings_slave(self, url):
soup = TheMiner.fetch_page(url, ghost=True)
# Artist's info and artwork listings are available on the same page.
if soup is not None:
try:
name = soup.find('div', class_='artist-intro').find('div', class_='content').h1.text
# Name will cause the crash if the page is not returned
block = soup.find_all('div', class_='artist-container artist-container--details')
print(f"BLOCK : {len(block)}")
try:
for chunk in block:
items = chunk.find_all('figure', class_='artwork-item artwork-item--details')
print(f"ITEMS : {len(items)}")
for piece in items:
paise = piece.find('div', class_='meta').text.strip()
# print(paise)
if "Sold" not in str(paise):
# print("B")
a = piece.find('a')['href']
if self.website.domain not in a:
a = self.link_maker(a)
if a not in self.artwork_listings:
self.artwork_listings.append(a)
except AttributeError:
# print("A")
pass
self.get_artist_data(soup, url)
except AttributeError:
print("B")
# Urls that get blocked are discarded from visited and added to listy for a recall. (linear if listy is
# small and multithreaded if listy is large enough till, its brought of size.
visited.discard(url)
self.listy.append(url)
def get_artwork_data_slave(url):
soup = TheMiner.fetch_page(url, ghost=True)
if soup is not None:
# Initiation
try:
# Artist_url
artist_url = soup.find('div', class_='artwork-focus').find_all('div', class_='col-md-12 col-lg-6')
try:
artist_url = artist_url[1].find('h2').a['href']
if self_website_domain not in artist_url:
artist_url = self_link_maker(artist_url)
except AttributeError:
artist_url = None
# Artist_id
artist_id = self.artist_id
except AttributeError:
# Comes here if the page is not returned by the website.
visited.discard(url)
self_listy.append(url)
def recurrent(i_url, depth):
soup = TheMiner.fetch_page(i_url)
if soup is not None:
product_list = soup.find('div', class_='product-list-wrapper')
product_list = product_list.find_all('div', class_='grid-item')
for product in product_list:
item_price = str(product.find('div', class_='grid-item-price').text).strip().upper()
# Discard the data that does not have a price.
if not item_price == "SOLD":
product_link = str(product.a['href']).strip()
self.artwork_listings.append(product_link)
# Get artist data if depth is "1", if depth is more than "1" ignore this block.
if depth == 1:
# Calling the function to fetch the artist data, and return artist_id
self.get_artist_data(soup, i_url)
next_page = soup.find('div', class_='page-browser')
if next_page is not None:
next_page = next_page.find('div', class_='page-browser-next').a
if next_page is not None:
next_page = self.website.domain + str(next_page['href'])
depth += 1
recurrent(next_page, depth)
def get_artwork_data_slave(self, url):
# print("ARTWORK DATA SLAVE STARTS")
soup = TheMiner.fetch_page(url)
# print("A")
if soup is not None:
# print("ARTWORK DATA SLAVE GETS SOUP")
# Field initiation ::
artwork = None
price = None
type_ = None
dimensions = None
frame = None
authenticity = None
about = None
artist_id = None
image_loc = None
year = None
support = None
signature = None
# Material to be added to technique
technique = None
seller_id = None
artist = None
medium = None
# Medium must always have "Painting" or "Sculpture" (RULE :: 2)
# print("A.1")
# Seller_url
seller_url = None
seller_box = soup.find_all(
'div',
re.compile(
r'Box-sc-15se88d-0 Flex-cw39ct-0 BorderBoxBase-sc-1072ama-0\.*'
))
for se in seller_box:
if se.get('data-test') == 'aboutTheWorkPartner':
try:
seller_url = se.find('a')['href']
if self.website.domain not in seller_url:
seller_url = self.link_maker(seller_url)
except TypeError:
seller_url = se.next.next.next.next.text
# print(seller_url)
# seller_id
if seller_url is not None:
seller_id = self.get_seller_id(seller_url)
# artist url
artist_url = None
artist_box = soup.find_all(
'div',
re.compile(
r'Box-sc-15se88d-0 Flex-cw39ct-0 BorderBoxBase-sc-1072ama-0\.*'
))
for ar in artist_box:
if ar.get('data-test') == 'artistInfo':
try:
artist_url = ar.find('a')['href']
if self.website.domain not in artist_url:
artist_url = self.link_maker(artist_url)
except TypeError:
pass
# print(artist_url)
artist_id = self.get_artist_id(artist_url)
# print(f"Seller id {seller_id} \nArtist id {artist_id}")
# except AttributeError:
# pass
# Medium
try:
medium = soup.find(
'dl', class_='Box-sc-15se88d-0 Flex-cw39ct-0 bKPevV'
).dd.text.strip()
if "SCULPTURE" in str(medium).upper():
medium = "Sculpture"
elif "PAINTING" in str(medium).upper():
medium = "Painting"
else:
medium = None
except AttributeError:
pass
# print(f"Medium {medium}")
# Continue fetching data only if seller_id, artist_id and medium are found. (RULE :: 3, 4)
if seller_id is not None and artist_id is not None and medium is not None:
try:
price = soup.find_all(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 Text-sc-18gcpao-0\.*'))
for p in price:
if p.get('data-test') == 'SaleMessage':
price = p.text
break
temp = ""
for i in price:
if i == "-":
break
if i.isdigit():
temp += i
if i == ".":
temp += i
price = float(temp) * rate
# Price
# print(price)
except AttributeError:
price = None
except ValueError:
price = None
except TypeError:
price = None
# RULE : 5
if price is not None:
# Find artist, artwork, year, type_, dimensions, support, frame, signature, authenticity,
# about, image_loc(actual url of the image), and technique
# Wish the code to break if either Artist's name or Artwork's name are not found.
# Artist
artist_name = soup.find_all(
'div', class_=re.compile(r'Box-sc-15se88d-0'))
for a in artist_name:
if a.get('data-test') == 'artworkSidebar':
artist_ = a.find_all(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 Text-sc-18gcpao-0\.*'))
for a in artist_:
if len(a.text.strip()) != 0:
artist = a.text
# print(artist)
break
break
# print(artist)
# Artwork
artwork_block = soup.find('h1').text.split(",")
artwork = artwork_block[0].strip()
try:
year = artwork_block[-1].strip()
t = ""
for y in year:
if str(y) == "-":
break
if str(y).isnumeric():
t += y
year = int(t)
except ValueError:
year = None
# type(unique or what)
try:
type_ = soup.find(
'h1'
).nextSibling.nextSibling.nextSibling.text.strip()
except AttributeError:
pass
# Dimensions
try:
dimensions = soup.find(
'h1').nextSibling.nextSibling.find_all('div')
for dim in dimensions:
if 'cm' in dim.text:
dimensions = dim.text.strip()
except AttributeError:
pass
# Technique
try:
technique = soup.find('h1').nextSibling.text.strip()
# print(technique)
except AttributeError:
pass
# Support, frame, sign, auth, about
# frame, auth , sign
try:
bundle = soup.find_all(
'div',
class_=re.compile(
r'Box-sc-15se88d-0 Flex-cw39ct-0 BorderBoxBase-sc-1072ama-0 BorderBox-sc-18mwadn-0 StackableBorderBox-sc-1odyc7i-0\.*'
))
for b in bundle:
if b.get('data-test') == 'aboutTheWorkPartner':
bud = b.nextSibling
# print(bud.prettify())
break
bundle = bud.find_all('dl')
for dl in bundle:
if dl.next.text.strip() == 'Signature':
signature = dl.dd.text.strip()
continue
if dl.dt.text.strip(
) == 'Certificate of authenticity':
authenticity = dl.dd.text.strip()
continue
if dl.dt.text.strip() == 'Frame':
frame = dl.dd.text.strip()
continue
except AttributeError:
pass
try:
about = soup.find(
'div',
class_='Box-sc-15se88d-0 Text-sc-18gcpao-0 gPzDV'
).find('div',
class_='ReadMore__Container-sc-1bqy0ya-0 guOJdN'
).p.text.strip().split(" ")
t = ""
for a in about:
t += a.strip()
t += " "
about = t
except AttributeError:
about = None
# Image location
try:
image_loc = soup.find_all('div',
class_='Box-sc-15se88d-0')
for loc in image_loc:
if loc.get('data-test') == 'artworkImage':
image_loc = loc.find('img').get('src')
break
except AttributeError:
pass
artwork_bundle = {
"artwork_title": artwork,
"artist_name": artist,
"year": year,
"price": price,
"Medium": medium,
"Type": type_,
"Dimensions": dimensions,
"Support": support,
"Frame": frame,
"Signature": signature,
"Authenticity": authenticity,
"About": about,
"platform": self.website.platform,
"image_addr": image_loc,
"seller_id": seller_id,
"artist_id": artist_id,
"url": url,
"technique": technique
}
# print(artwork_bundle)
TheAuthour.write_artwork_price_image(**artwork_bundle)
else:
pass
# print(f"Skipping {url}\n PRICE : {price}")
else:
pass
# print(f"Skipping : {url}\nSeller_id = {seller_id}, Artist_id = {artist_id}, medium = {medium}")
else:
pass
def get_artwork_data_slave(self, url):
soup = TheMiner.fetch_page(url)
if soup is not None:
# Field initiation :: Artwork_title, artist, price, seller_id :: (picked),
# medium, type, dimension, frame, authenticity, about :: year, support, signature
# artist_id, Image_loc = None
seller_id = None
artist = None
artwork = None
price = None
# Material to be added to medium
material = None
medium = None # (painting or sculpture)
type_ = None
dimensions = None
frame = None
authenticity = None
about = None
artist_id = None
image_loc = None
year = None
support = None
signature = None
seller_url = str(soup.find('div', class_='product-artist').a.get('href')).strip()
# We want the code to break if this entry is not found so that we can fix it.
# THE PAGE MUST HAVE A SELLER.
# Seller_id
if seller_url is not None:
if seller_url in SELLER_INFO:
seller_id = SELLER_INFO.get(seller_url)
print(seller_id)
else:
self.get_seller_data(seller_url)
if seller_url in SELLER_INFO:
seller_id = SELLER_INFO.get(seller_url)
else:
if seller_id is None:
print("SIRE THE MATRIX HAS GLITCHED. ENTRY NOT IN SELLER_INFO. WE SHALL BREAK.")
else:
if seller_id is None:
print("SIRE THE MATRIX HAS GLITCHED. ENTRY NOT IN SELLER_INFO. WE SHALL BREAK.")
# Artist_id
if seller_url is not None:
if seller_url in ARTIST_INFO:
artist_id = ARTIST_INFO.get(seller_url)
print(artist_id)
else:
if artist_id is None:
print("SIRE THE MATRIX HAS GLITCHED. ENTRY NOT IN ARTIST_INFO. WE SHALL BREAK.")
else:
# If it ever comes to here, the page will not have a Seller/Artist
if artist_id is None:
print("SIRE THE MATRIX HAS GLITCHED. ENTRY NOT IN ARTIST_INFO. WE SHALL BREAK.")
A = soup.h1
B = A.find('div', class_='product-artist')
artist = str(B.a.text).strip()
# Artist
print(artist)
artwork = str(A.find('div', class_='product-name').text).strip()
# Artwork
print(artwork)
price = str(soup.find('div', class_='product-price').find('div', class_='p-price-container').text).strip()
temp = ""
for i in price:
if i.isdigit():
temp += i
price = int(temp)
# Price
print(price)
product_details_desc = soup.find('div', class_='product-details_desc')
product_details = product_details_desc.find_all('div', class_='tech-item')
for detail in product_details:
label = str(detail.find('div', class_='tech-label').text).strip().upper()
value = str(detail.find('div', class_='tech-value').text).strip()
print(label)
print(value)
if label == 'TECHNIQUE':
medium = value
elif label == 'TYPE':
type_ = value
elif label == 'MATERIAL':
# We don't need material. Adding material to medium??
material = value
elif label == 'DIMENSIONS':
dimensions = value
elif label == 'FRAMING':
frame = value
elif label == 'QUALITY GUARANTEE':
authenticity = value
# if that is not here, it'll throw errors.
# elif label == ''
try:
about = str(product_details_desc.find('div', class_='desc text-1').text).strip()
except AttributeError:
about = None
# If material is None, we don't add it to medium.
if material is not None:
# If medium is None, we make it a string before adding material to it.
if medium is None:
medium = ""
else:
medium += " "
medium += material
# self, artwork_title=None, artist_name=None, year=None, price=None, Dimensions=None, Medium=None,
# Type=None, Support=None, Frame=None, Signature=None, Authenticity=None, About=None,
# platform=None, image_addr=None, seller_id=None, artist_id=None)
artwork_bundle = {"artwork_title": artwork, "artist_name": artist, "year": year, "price": price,
"Medium": medium, "Type": type_, "Dimensions": dimensions, "Support": support,
"Frame": frame, "Signature": signature, "Authenticity": authenticity,
"About": about, "image_addr": image_loc, "seller_id": seller_id,
"artist_id": artist_id}
self.write_artwork_data(**artwork_bundle)
def get_artwork_data_slave(self, url):
soup = TheMiner.fetch_page(url, ghost=True)
if soup is not None:
# Field initiation ::
artwork = None
price = None
type_ = None
dimensions = None
frame = None
authenticity = None
about = None
artist_id = None
image_loc = None
year = None
support = None
signature = None
# Material to be added to technique
technique = ""
seller_id = None
artist = None
# Medium must always have "Painting" or "Sculpture" (RULE :: 2)
if "/painting/" in str(url):
medium = "Painting" # (painting or sculpture)
elif "/sculpture/" in str(url):
medium = "Sculpture"
else:
# So that url leaks don't break the code.
medium = None
# Seller_id
seller_url =
# We'll let it crash at seller_url not found because that is the way of the world.
seller_id = self.get_seller_id(seller_url)
# Artist_id
artist_url =
artist_id = self.get_artist_id(artist_url)
# Continue fetching data only if seller_id, artist_id and medium are found. (RULE :: 3, 4)
if seller_id is not None and artist_id is not None and medium is not None:
try :
price
temp = ""
for i in price:
if i.isdigit():
temp += i
if i == ".":
temp += i
price = float(temp)
# Price
# print(price)
except AttributeError:
price = None
except ValueError:
price = None
# RULE : 5
if price is not None:
# Find artist, artwork, year, type_, dimensions, support, frame, signature, authenticity,
# about, image_loc(actual url of the image), and technique
# Wish the code to break if either Artist's name or Artwork's name are not found.
# Artist
print(artist)
# Artwork
print(artwork)
try:
about =
except AttributeError:
about = None
artwork_bundle = {"artwork_title": artwork, "artist_name": artist, "year": year, "price": price,
"Medium": medium, "Type": type_, "Dimensions": dimensions, "Support": support,
"Frame": frame, "Signature": signature, "Authenticity": authenticity,
"About": about, "platform": self.website.platform, "image_addr": image_loc,
"seller_id": seller_id, "artist_id": artist_id, "url": url, "technique": technique}
TheAuthour.write_artwork_price_image(**artwork_bundle)
else :
print(f"Skipping {url}\n PRICE : {price}")
else:
print(f"Skipping : {url}\nSeller_id = {seller_id}, Artist_id = {artist_id}, medium = {medium}")
def get_art_data_core(self, url):
platform = self.website.platform
artist_name = None
artwork_title = None
year = None
price = None
Dimensions = None
Medium = None
Type = None
Support = None
Frame = None
Signature = None
Authenticity = None
About = None
image_addr = None
seller_id = None
soup = TheMiner.fetch_page(url)
if soup is not None:
# Data to be picked here.
# Artist's name, artwork's name, year, Artwork description, Price, Dimensions, Medium(Sculpture/Painting)
# Type (Copies or Unique), Frame, Support, Authenticity, Website, Image (12)
seller_id_trigger, seller_bundle = self.seller_info(soup)
# Seller_id_trigger could be 0, 1 or a real id.(real id comes with bundle =None)
# seller_id_trigger 0 comes with some data in bundle
# seller_id 1_trigger comes with no data in the bundle
if seller_bundle is None:
seller_id = seller_id_trigger
# THIS FOLLOW BLOCK OF CODE NEEDS TO BE CONSISTENT ACROSS ALL THE WEBSITE MODULES.
# Get seller bundle
elif seller_id_trigger == 0:
seller_ds = SellerData(*seller_bundle)
s_bundle = seller_ds.seller_bundle()
# Write data to table "sellers"
s_agent = db.Sellers()
s_agent.create_table_sellers()
seller_id = s_agent.insert_data_sellers(*s_bundle)
# Writing the seller_info for quick use and reduce the number of clicks
seller_name = seller_bundle[0]
location = seller_bundle[1]
SELLER_INFO["_".join([seller_name, location])] = seller_id
else:
seller_id = seller_id_trigger
try:
A = soup.find('section', id='informations')
B = A.find('div', class_='relative')
try:
## ARTIST'S NAME
artist_name = B.find('span', class_='primary-title').text.strip()
# print(artist_name)
except:
artist_name = None
try:
## ARTWORK'S NAME
C = B.find('span', class_='secondary-title').text.strip()
artwork_ = C.split(',')
artwork_title = ""
for a in range(len(artwork_)-1):
if a == 0:
artwork_title = artwork_[a]
continue
artwork_title = artwork_title + ", " + artwork_[a].strip()
# print(artwork_title)
# ARTWORK YEAR
year = C.split(',')[-1].strip()
# print(year)
except:
artwork_title = None
year = None
try:
# PRICE
price = A.find('p', class_='media-price price').text.strip()
number = ''
for p in price:
if p == '-':
break
if p.isdigit():
number += str(p)
price = int(number)
# print(price)
except:
price = None
try:
# Image url
B = A.find('div', id='img-container')
image_addr = B.find('img', id='img_original')['data-src']
# print(image_addr)
except:
image_addr = None
except:
artist_name = None
artwork_title = None
year = None
price = None
image_addr = None
try:
D = soup.find('div', id='tabs-description').ul
# Contains:: image, dimensions, medium, type, Frame, Support, authenticity, signature
E = D.find_all('li')
Dimensions = None
Medium = None
Type = None
Support = None
Frame = None
Signature = None
Authenticity = None
About = None
for e in E:
a = e.text
# Dimensions
if 'Dimensions' in a and 'About the artwork' not in a and 'Support' not in a:
Dimensions = e.find('p', class_='pull-right').strong.text.strip() + ' (Height x Width x Depth)'
dim = True
# print(Dimensions)
continue
# Medium (Sculpture/Painting)
if 'Medium' in a and 'About the artwork' not in a:
Medium = e.find('p', class_='pull-right').a.text.strip()
# print(Medium)
continue
# Type
if 'Type' in a and 'About the artwork' not in a:
Type = e.find('p', class_='pull-right text-right').text.strip().split(' ')[0]
# print(Type)
continue
# Support (base)
if 'Support' in a and 'About the artwork' not in a:
try:
f = e.find('p', class_='pull-right text-right').text.strip().split(' ')
Support = f[0] + '. ' + f[1].strip('\n')
f = e.find('p', class_='pull-right text-right').strong.text.strip().strip('\n')
Support += f
except IndexError:
Support = e.find('p', class_='pull-right text-right').text.strip()
# print(Support)
continue
# Framing
if 'Framing' in a and 'About the artwork' not in a:
Frame = e.find('p', class_='pull-right').text.strip()
# print(Frame)
continue
# Signature
if 'Signature' in a and 'About the artwork' not in a:
Signature = e.find('p', class_='pull-right').text.strip()
# print(Signature)
continue
# Authenticity
if 'Authenticity' in a and 'About the artwork' not in a:
Authenticity = e.find('p', class_='pull-right text-right').text.strip()
# print(Authenticity)
continue
# Artwork Description
if 'About the artwork' in a:
About = e.find('p', class_="marg-bot-10")
if About is not None:
a = e.find('div', class_="description-catalog see-more text-justify").text.strip()
About = About.text.strip()
About += a
else:
About = e.find('p', class_='').text.strip()
continue
# print(About)
except:
# Make all the fields Null
Dimensions = None
Medium = None
Type = None
Support = None
Frame = None
Signature = None
Authenticity = None
About = None
result = {"artwork_title": artwork_title, "artist_name": artist_name, "year": year, "price": price,
"Dimensions": Dimensions, "Medium": Medium, "Type": Type, "Support": Support, "Frame": Frame,
"Signature": Signature, "Authenticity": Authenticity, "About": About, 'platform': platform,
"image_addr": image_addr, "seller_id": seller_id}
artwork_item = ArtworkData(**result)
# Downloading images will be done at the end, after every 100, or so instances, we'll write the
# data from image pool to a db [ image_url and artwork_id ]
# And download the entire pool of images at the end of the execution.
# The function for downlaoding the images will have to pick a set of 100 images, the function
# is with TheMiner in module dataStructures. That function is called by ArtworksData (in datastructures)
# DON'T THREAD ANYTHING WITH DATA DOWNLOAD FUNCTION AS IT ITSELF IS LAUNCHED ON THREAD (STUPID).
art_bund = artwork_item.artwork_bundle()
# WRITING ARTWORK
dbartwork_agent = db.Artwork()
dbartwork_agent.create_table_artwork()
artwork_id = dbartwork_agent.insert_data_artwork(*art_bund)
# Writing image-info
# image_addr = result[13]
image_bundle = artwork_item.image_bundle(artwork_id)
dbimage_agent = db.Images()
dbimage_agent.create_table_images()
# dbimage_agent.insert_data_images(image_addr, artwork_id)
dbimage_agent.insert_data_images(*image_bundle)
# Price bundle can only be created once the artwork is written in the db
price_bund = artwork_item.price_bundle(artwork_id)
# WRITING PRICES
dbprice_agent = db.Price()
dbprice_agent.create_table_prices()
dbprice_agent.insert_data_prices(*price_bund)
def get_artwork_data_slave(self, url):
soup = TheMiner.fetch_page(url)
if soup is not None:
# Field initiation :: Artwork_title, artist, price, seller_id :: (picked),
# medium, type, dimension, frame, authenticity, about :: year, support, signature
# artist_id, Image_loc = None
seller_id = None
artist = None
artwork = None
price = None
# Material to be added to technique
technique = ""
# Medium must always have "Painting" or "Sculpture" (RULE :: 2)
if "/painting/" in str(url):
medium = "Painting" # (painting or sculpture)
elif "/sculpture/" in str(url):
medium = "Sculpture"
else:
# So that url leaks don't break the code.
medium = None
type_ = None
dimensions = None
frame = None
authenticity = None
about = None
artist_id = None
image_loc = None
year = None
support = None
signature = None
seller_url = str(
soup.find('div',
class_='product-artist').a.get('href')).strip()
# We want the code to break if this entry is not found so that we can fix it.
# THE PAGE MUST HAVE A SELLER.
# Seller_id
seller_id = self.get_seller_id(seller_url)
# Artist_id
artist_url = seller_url
artist_id = self.get_artist_id(artist_url)
# Continue fetching data only if seller_id, artist_id and medium are found. (RULE :: 3, 4)
if seller_id is not None and artist_id is not None and medium is not None:
A = soup.h1
B = A.find('div', class_='product-artist')
artist = str(B.a.text).strip()
# Artist
# print(artist)
artwork = str(A.find('div',
class_='product-name').text).strip()
# Artwork
# print(artwork)
price = str(
soup.find('div', class_='product-price').find(
'div', class_='p-price-container').text).strip()
temp = ""
for i in price:
if i.isdigit():
temp += i
if i == ".":
temp += i
price = float(temp)
# Price
# print(price)
product_details_desc = soup.find('div',
class_='product-details_desc')
product_details = product_details_desc.find_all(
'div', class_='tech-item')
for detail in product_details:
label = str(detail.find(
'div', class_='tech-label').text).strip().upper()
value = str(detail.find('div',
class_='tech-value').text).strip()
# print(label)
# print(value)
# For KAZoART, technique(info) goes under Medium, and Material(info) goes under Technique
if label == 'TECHNIQUE':
technique += " "
technique += value
technique.strip()
elif label == 'TYPE':
type_ = value
elif label == 'MATERIAL':
technique += " "
technique = value
technique.strip()
elif label == 'DIMENSIONS':
dimensions = value
elif label == 'FRAMING':
frame = value
elif label == 'QUALITY GUARANTEE':
authenticity = value
# if that is not here, it'll throw errors.
# elif label == ''
try:
about = str(
product_details_desc.find(
'div', class_='desc text-1').text).strip()
except AttributeError:
about = None
image_loc = soup.find('div', class_='product-left').find(
'div', class_='img-wrapper').img.get('src')
# print(image_loc)
# self, artwork_title=None, artist_name=None, year=None, price=None, Dimensions=None, Medium=None,
# Type=None, Support=None, Frame=None, Signature=None, Authenticity=None, About=None,
# platform=None, image_addr=None, seller_id=None, artist_id=None)
artwork_bundle = {
"artwork_title": artwork,
"artist_name": artist,
"year": year,
"price": price,
"Medium": medium,
"Type": type_,
"Dimensions": dimensions,
"Support": support,
"Frame": frame,
"Signature": signature,
"Authenticity": authenticity,
"About": about,
"platform": self.website.platform,
"image_addr": image_loc,
"seller_id": seller_id,
"artist_id": artist_id,
"url": url,
"technique": technique
}
TheAuthour.write_artwork_price_image(**artwork_bundle)
# self.write_artwork_data(**artwork_bundle)
else:
print(
f"Skipping : {url}\nSeller_id = {seller_id}, Artist_id = {artist_id}, medium = {medium}"
)
def get_artwork_data_slave(self, url):
soup = TheMiner.fetch_page(url)
if soup is not None:
# Field initiation :: Artwork_title, artist, price, seller_id ,
# medium, type, dimension, frame, authenticity, about :: year, support, signature
# artist_id, Image_loc = None
seller_id = None
artist = None
artwork = None
price = None
medium = None # (painting or sculpture)
technique = "" # Material and style
type_ = None
dimensions = None
frame = None
authenticity = None
about = None
artist_id = None
image_loc = None
year = None
support = None
signature = None
try:
# PRICE
A = soup.find('section', id='informations')
price = str(A.find('p',
class_='media-price price').text).strip()
number = ''
for p in price:
if p == '-':
break
if p.isdigit():
number += str(p)
if p == ".":
number += str(p)
price = float(number)
# print(price)
except AttributeError:
pass
except TypeError:
pass
# Rule : 5
if price is not None:
# Seller_id
try:
seller_url = soup.find(
'div', id='top-seller').find('a').get('href')
if 'galeries-d-art' in str(seller_url):
seller_url = re.sub('galeries-d-art', 'art-galleries',
seller_url)
# If seller_url is found.
seller_id = self.get_seller_id(seller_url)
except AttributeError:
# seller_id = None
# There are pages where the seller has no other page. Then we make the url ourselves.
seller_url = soup.find('div', id='top-seller').find(
'p', class_='highlight-title').text
seller_url = str(seller_url).strip()
if seller_url in SELLER_INFO:
seller_id = SELLER_INFO[seller_url]
else:
location = soup.find('div', id='top-seller').find(
'p', class_='subtitle').text.strip().split(',')
location = str(location[-1]).strip()
seller_name = seller_url
bundle = [
seller_url, self.website.platform, seller_name,
location, None
]
# We write the seller info directly and fetch the seller_id
TheAuthour.write_seller(*bundle)
seller_id = SELLER_INFO[seller_url]
# Artist_id
try:
artist_url = soup.find('section', id='informations').find(
'div', class_='relative').a.get('href')
if "oeuvres-d-art-contemporain" in artist_url:
re.sub("oeuvres-d-art-contemporain",
"contemporary-artworks", artist_url)
artist_id = self.get_artist_id(artist_url)
except AttributeError:
artist_id = None
print("\n\n\n\n\n")
print(url)
print("\n\n\n\n\n")
time.sleep(50)
# Medium must always have "Painting" or "Sculpture" (RULE :: 2)
la = str(url).split('/')
if 'painting' in la:
medium = "Painting " # (painting or sculpture)
elif 'sculpture' in la:
medium = "Sculpture"
else:
# So that url leaks don't break the code.
medium = None
# IF either the seller id or artist_id are missing, escape the rest. (Rule : 3)
# If medium is neither Paintings, not Sculptures. We don't fetch data. ( Rule : 2)
if seller_id is not None and artist_id is not None and medium is not None:
# ______________________________MAIN DATA FETCHING________________________
A = soup.find('section', id='informations')
B = A.find('div', class_='relative')
# ARTIST'S NAME
artist = B.find('span',
class_='primary-title').text.strip()
# print(artist)
# ARTWORK'S NAME
C = B.find('span', class_='secondary-title').text.strip()
artwork_ = C.split(',')
artwork_title = ""
for a in range(len(artwork_) - 1):
if a == 0:
artwork_title = artwork_[a]
continue
artwork_title = artwork_title + ", " + artwork_[
a].strip()
artwork = artwork_title
# print(artwork)
try:
# ARTWORK YEAR
year = C.split(',')[-1].strip()
# print(year)
except IndexError:
pass
# year = None
try:
# Image url
B = A.find('div', id='img-container')
image_loc = B.find('img',
id='img_original')['data-src']
# print(image_loc)
except AttributeError:
pass
# Contains:: image, dimensions, medium, type, Frame, Support, authenticity, signature
try:
D = soup.find('div', id='tabs-description').ul
E = D.find_all('li')
for e in E:
a = e.text
# Dimensions
if 'Dimensions' in a and 'About the artwork' not in a and 'Support' not in a:
dimensions = e.find(
'p',
class_='pull-right').strong.text.strip()
dim = True
# print(dimensions)
continue
# Medium (Sculpture/Painting) and Technique
if 'Medium' in a and 'About the artwork' not in a:
technique = e.find(
'p', class_='pull-right').text.split(" ")
# print(technique)
temp = ""
for t in technique:
if t != "":
temp += t.strip()
temp += " "
# medium = medium[0]
# technique = medium[1]
technique = temp
# print(technique)
continue
# Type
if 'Type' in a and 'About the artwork' not in a:
type_ = e.find('p',
class_='pull-right text-right'
).text.strip().split(' ')[0]
# print(type_)
continue
# Support (base)
if 'Support' in a and 'About the artwork' not in a:
try:
f = e.find('p',
class_='pull-right text-right'
).text.strip().split(' ')
support = f[0] + '. ' + f[1].strip('\n')
f = e.find(
'p', class_='pull-right text-right'
).strong.text.strip().strip('\n')
support += f
except IndexError:
support = e.find(
'p', class_='pull-right text-right'
).text.strip()
# print(support)
continue
# Framing
if 'Framing' in a and 'About the artwork' not in a:
frame = e.find(
'p', class_='pull-right').text.strip()
# print(frame)
continue
# Signature
if 'Signature' in a and 'About the artwork' not in a:
signature = e.find(
'p', class_='pull-right').text.strip()
# print(signature)
continue
# Authenticity
if 'Authenticity' in a and 'About the artwork' not in a:
authenticity = e.find(
'p',
class_='pull-right text-right').text.strip(
)
# print(authenticity)
continue
# Artwork Description
if 'About the artwork' in a:
about = e.find('p', class_="marg-bot-10")
if about is not None:
a = e.find(
'div',
class_=
"description-catalog see-more text-justify"
).text.strip()
about = about.text.strip()
about += a
else:
about = e.find('p', class_='').text.strip()
continue
# print(about)
except AttributeError:
pass
# self, artwork_title=None, artist_name=None, year=None, price=None, Dimensions=None, Medium=None,
# Type=None, Support=None, Frame=None, Signature=None, Authenticity=None, About=None,
# platform=None, image_addr=None, seller_id=None, artist_id=None)
artwork_bundle = {
"artwork_title": artwork,
"artist_name": artist,
"year": year,
"price": price,
"Medium": medium,
"Type": type_,
"Dimensions": dimensions,
"Support": support,
"Frame": frame,
"Signature": signature,
"Authenticity": authenticity,
"About": about,
"platform": self.website.platform,
"image_addr": image_loc,
"seller_id": seller_id,
"artist_id": artist_id,
"url": url,
"technique": technique
}
# print(artwork_bundle)
TheAuthour.write_artwork_price_image(**artwork_bundle)
else:
print(
f"SELLER ID :: {seller_id},\nARTIST ID :: {artist_id}")
else:
# If the price is not available, we skip the entire process.
print(f"PRICE NOT FOUND : {price} at {url}")
else:
print(f"\n\n\n\n\nURL DIDN'T RETURN : {url}\n\n\n\n\n")