python - Python Web Scraping / Beautiful Soup,在 URL 末尾带有关键字列表
问题描述
我正在尝试构建一个网络爬虫来获取 Vivino.com 上的葡萄酒评论。我有一大堆葡萄酒,想搜索一下
url = ("https://www.vivino.com/search/wines?q=")
然后循环浏览列表。刮掉评级文本“4.5 - 203 条评论”、葡萄酒的名称和页面的附加链接。
我找到了 20 行代码https://www.kashifaziz.me/web-scraping-python-beautifulsoup.html/来构建一个网络爬虫。试图编译它
url = ("https://www.vivino.com/search/wines?q=")
#list having the keywords (made by splitting input with space as its delimiter)
keyword = input().split()
#go through the keywords
for key in keywords :
#everything else is same logic
r = requests.get(url + key)
print("URL :", url+key)
if 'The specified profile could not be found.' in r.text:
print("This is available")
else :
print('\nSorry that one is taken')
另外,我将在哪里包含关键字列表?
我很乐意为此提供任何帮助!我正在努力提高 python 水平,但不确定我是否处于这个水平,哈哈。
谢谢你。
解决方案
此脚本遍历所选关键字的所有页面并选择标题、价格、评级、评论和指向葡萄酒的链接:
import re
import requests
from time import sleep
from bs4 import BeautifulSoup
url = 'https://www.vivino.com/search/wines?q={kw}&start={page}'
prices_url = 'https://www.vivino.com/prices'
headers = {'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:75.0) Gecko/20100101 Firefox/75.0'}
def get_wines(kw):
with requests.session() as s:
page = 1
while True:
soup = BeautifulSoup(s.get(url.format(kw=kw, page=page), headers=headers).content, 'html.parser')
if not soup.select('.default-wine-card'):
break
params = {'vintages[]': [wc['data-vintage'] for wc in soup.select('.default-wine-card')]}
prices_js = s.get(prices_url, params=params, headers={
'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:77.0) Gecko/20100101 Firefox/77.0',
'X-Requested-With': 'XMLHttpRequest',
'Accept': 'text/javascript, application/javascript, application/ecmascript, application/x-ecmascript, */*; q=0.01'
}).text
wine_prices = dict(re.findall(r"\$\('\.vintage-price-id-(\d+)'\)\.find\( '\.wine-price-value' \)\.text\( '(.*?)' \);", prices_js))
for wine_card in soup.select('.default-wine-card'):
title = wine_card.select_one('.header-smaller').get_text(strip=True, separator=' ')
price = wine_prices.get(wine_card['data-vintage'], '-')
average = wine_card.select_one('.average__number')
average = average.get_text(strip=True) if average else '-'
ratings = wine_card.select_one('.text-micro')
ratings = ratings.get_text(strip=True) if ratings else '-'
link = 'https://www.vivino.com' + wine_card.a['href']
yield title, price, average, ratings, link
sleep(3)
page +=1
kw = 'angel'
for title, price, average, ratings, link in get_wines(kw):
print(title)
print(price)
print(average + ' / ' + ratings)
print(link)
print('-' * 80)
印刷:
Angél ica Zapata Malbec Alta
-
4,4 / 61369 ratings
https://www.vivino.com/wines/1469874
--------------------------------------------------------------------------------
Château d'Esclans Whispering Angel Rosé
16,66
4,1 / 38949 ratings
https://www.vivino.com/wines/1473981
--------------------------------------------------------------------------------
Angél ica Zapata Cabernet Sauvignon Alta
-
4,3 / 27699 ratings
https://www.vivino.com/wines/1471376
--------------------------------------------------------------------------------
... and so on.
编辑:要仅选择一种葡萄酒,您可以将关键字放在列表中,然后在循环中检查每种葡萄酒:
import re
import requests
from time import sleep
from bs4 import BeautifulSoup
url = 'https://www.vivino.com/search/wines?q={kw}&start={page}'
prices_url = 'https://www.vivino.com/prices'
headers = {'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:75.0) Gecko/20100101 Firefox/75.0'}
def get_wines(kw):
with requests.session() as s:
page = 1
while True:
soup = BeautifulSoup(s.get(url.format(kw=kw, page=page), headers=headers).content, 'html.parser')
if not soup.select('.default-wine-card'):
break
params = {'vintages[]': [wc['data-vintage'] for wc in soup.select('.default-wine-card')]}
prices_js = s.get(prices_url, params=params, headers={
'User-Agent': 'Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:77.0) Gecko/20100101 Firefox/77.0',
'X-Requested-With': 'XMLHttpRequest',
'Accept': 'text/javascript, application/javascript, application/ecmascript, application/x-ecmascript, */*; q=0.01'
}).text
wine_prices = dict(re.findall(r"\$\('\.vintage-price-id-(\d+)'\)\.find\( '\.wine-price-value' \)\.text\( '(.*?)' \);", prices_js))
no = 1
for no, wine_card in enumerate(soup.select('.default-wine-card'), 1):
title = wine_card.select_one('.header-smaller').get_text(strip=True, separator=' ')
price = wine_prices.get(wine_card['data-vintage'], '-')
average = wine_card.select_one('.average__number')
average = average.get_text(strip=True) if average else '-'
ratings = wine_card.select_one('.text-micro')
ratings = ratings.get_text(strip=True) if ratings else '-'
link = 'https://www.vivino.com' + wine_card.a['href']
yield title, price, average, ratings, link
# if no < 20:
# break
# sleep(3)
page +=1
wines = ['10 SPAN VINEYARDS CABERNET SAUVIGNON CENTRAL COAST',
'10 SPAN VINEYARDS CHARDONNAY CENTRAL COAST']
for wine in wines:
for title, price, average, ratings, link in get_wines(wine):
print(title)
print(price)
print(average + ' / ' + ratings)
print(link)
print('-' * 80)
印刷:
10 Span Vineyards Cabernet Sauvignon
-
3,7 / 557 ratings
https://www.vivino.com/wines/4535453
--------------------------------------------------------------------------------
10 Span Vineyards Chardonnay
-
3,7 / 150 ratings
https://www.vivino.com/wines/5815131
--------------------------------------------------------------------------------
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