Spaces:
Runtime error
Runtime error
File size: 9,609 Bytes
1351c41 517a739 1351c41 517a739 1351c41 517a739 1351c41 c2ded9d 1351c41 a6a7b3d 517a739 284b289 a6a7b3d 284b289 a6a7b3d 284b289 517a739 a6a7b3d 284b289 1351c41 517a739 1351c41 517a739 a6a7b3d 1351c41 643dbca 1351c41 a6a7b3d 1351c41 a6a7b3d 1351c41 517a739 a6a7b3d 517a739 a6a7b3d 517a739 643dbca 1351c41 517a739 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 |
import requests
from bs4 import BeautifulSoup
import re
import json
import time
from .DatabaseDataSaver import save_product
from httpx_socks import SyncProxyTransport
import httpx
class TargetScraper:
def __init__(self):
self.base_url = 'https://www.target.com'
self.headers = {
'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) '
'AppleWebKit/537.36 (KHTML, like Gecko) '
'Chrome/92.0.4515.131 Safari/537.36'
}
self.categories = [
'personal-care/-/N-5xtzq', 'health/-/N-5xu1n', 'beauty/-/N-55r1x'
]
self.visitor_id = ''
self.session = self.create_session()
self.generate_visitor_id()
def create_session(self):
transport = SyncProxyTransport.from_url("http://W4a8IruR4dkhNGb6:Hesj0mkBfnJ1n95M_country-us@geo.iproyal.com:12321")
session = httpx.Client(transport=transport)
return session
def generate_visitor_id(self):
s = requests.Session()
s.get('https://www.target.com')
self.visitor_id = s.cookies.get_dict()['visitorId']
print(self.visitor_id)
def get_product_info(self, url):
pattern = r'[^/]+/([^/]+)$'
match = re.findall(pattern, url)[0]
p_id = match.split('-')[1]
burp0_headers = {"Sec-Ch-Ua": "\"Not=A?Brand\";v=\"99\", \"Chromium\";v=\"118\"", "Accept": "application/json", "Sec-Ch-Ua-Mobile": "?0", "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.5993.70 Safari/537.36", "Sec-Ch-Ua-Platform": "\"Windows\"", "Origin": "https://www.target.com", "Sec-Fetch-Site": "same-site", "Sec-Fetch-Mode": "cors", "Sec-Fetch-Dest": "empty", "Referer": "https://www.target.com/c/health/-/N-5xu1n", "Accept-Encoding": "gzip, deflate, br", "Accept-Language": "en-US,en;q=0.9"}
request_url = f"https://redsky.target.com/redsky_aggregations/v1/web/pdp_client_v1?key=9f36aeafbe60771e321a7cc95a78140772ab3e96&tcin={p_id}&is_bot=false&store_id=146&pricing_store_id=146&has_pricing_store_id=true&has_financing_options=true&visitor_id={self.visitor_id}&has_size_context=true&skip_personalized=true&skip_variation_hierarchy=true&channel=WEB&page=%2Fp%2F{match}"
print(request_url)
try:
response = self.session.get(request_url, headers=burp0_headers)
json_response = response.json()
print(json_response)
title = json_response['data']['product']['item']['product_description']['title']
except:
try:
self.session = self.create_session()
response = self.session.get(request_url, headers=self.headers)
title = json_response['data']['product']['item']['product_description']['title']
json_response = response.json()
except:
return False
ingredients = ''
try:
# x.data.product.item.product_description.title
title = json_response['data']['product']['item']['product_description']['title']
# x.data.product.item.product_description.bullet_descriptions
description = json_response['data']['product']['item']['product_description']['bullet_descriptions']
except:
return False
try:
drug_facts = json_response['data']['product']['item']["enrichment"]["drug_facts"]
# covert dict to string
try:
for ingridient in drug_facts['active_ingredients']:
ingredients += ingridient['ingredient'] + ', '
except:
pass
try:
for in_active_ingredient in drug_facts['inactive_ingredients']:
ingredients += in_active_ingredient+ ', '
except:
pass
except:
for desc in description:
if ('contains' in desc.lower() or 'primary active ingredients' in desc.lower()) and 'consult' not in desc.lower():
pattern = r'</B>\s*(.*?)$'
match = re.findall(pattern, desc)[0]
if match:
print(match)
ingredients = match
break
print(ingredients)
save_product({
'title': title,
'product_id': p_id,
'ingredients': ingredients,
'url': url,
'store_name': 'Target'
})
def get_category_page(self, category):
# url = f'{self.base_url}/{category}'
self.generate_visitor_id()
url = f'https://www.target.com/c/{category}'
try:
response = self.session.get(url, headers=self.headers)
except:
try:
self.session = self.create_session()
response = self.session.get(url, headers=self.headers)
except:
return []
soup = BeautifulSoup(response.content, 'html.parser')
sub_categories_container = soup.find('div', class_='styles__BubCatNavigationWrapper-sc-2nwvzd-0')
lis = sub_categories_container.find_all('li')
urls = []
for li in lis:
link = li.find('a')
urls.append(f"{self.base_url}{link['href']}")
# Define a regular expression pattern to match the desired part of the URLs
pattern = r'-(\w+)$'
# Extract the matches using re.findall
matches = [re.findall(pattern, url)[0] for url in urls]
print(matches)
return matches
def get_sub_category_page(self, url):
# sub_category_url = f"https://redsky.target.com/redsky_aggregations/v1/web/product_summary_with_fulfillment_v1?key=9f36aeafbe60771e321a7cc95a78140772ab3e96&tcins=15847564%2C75557589%2C78809748%2C13347903%2C13347898%2C13302603%2C11046774%2C14827710%2C17447006%2C16649805%2C82347297%2C53079917%2C16821449%2C83067937%2C86217754%2C15150353%2C14502619%2C46806870%2C51107346%2C76858885%2C14688252%2C76534688%2C14214405%2C51612206%2C14686468%2C75557589%2C14923389%2C50045818%2C15118350&store_id=146&zip=37250&state=PB&latitude=31.270&longitude=73.320&required_store_id=146&has_required_store_id=true&skip_price_promo=true&channel=WEB&page=%2Fc%2F{url}"
offset = 0
print(url)
while True:
self.generate_visitor_id()
import requests
# burp0_url = "https://redsky.target.com:443/redsky_aggregations/v1/web/plp_search_v2?key=9f36aeafbe60771e321a7cc95a78140772ab3e96&category=5xu1n&channel=WEB&count=24&default_purchasability_filter=true&include_sponsored=true&new_search=false&offset=0&page=%2Fc%2F5xu1n&platform=desktop&pricing_store_id=146&store_ids=146%2C2240%2C1983%2C695%2C1059&useragent=Mozilla%2F5.0+%28Windows+NT+10.0%3B+Win64%3B+x64%29+AppleWebKit%2F537.36+%28KHTML%2C+like+Gecko%29+Chrome%2F118.0.5993.70+Safari%2F537.36&visitor_id=018B5CE4F4C10201A48A8F31291570E0&zip=37250"
burp0_headers = {"Sec-Ch-Ua": "\"Not=A?Brand\";v=\"99\", \"Chromium\";v=\"118\"", "Accept": "application/json", "Sec-Ch-Ua-Mobile": "?0", "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/118.0.5993.70 Safari/537.36", "Sec-Ch-Ua-Platform": "\"Windows\"", "Origin": "https://www.target.com", "Sec-Fetch-Site": "same-site", "Sec-Fetch-Mode": "cors", "Sec-Fetch-Dest": "empty", "Referer": "https://www.target.com/c/health/-/N-5xu1n", "Accept-Encoding": "gzip, deflate, br", "Accept-Language": "en-US,en;q=0.9"}
sub_category_url = f"https://redsky.target.com/redsky_aggregations/v1/web/plp_search_v2?key={self.visitor_id}&category={url}&channel=WEB&count=24&default_purchasability_filter=true&include_sponsored=true&new_search=false&offset={offset}&page=%2Fc%2F{url}&platform=desktop&pricing_store_id=146&store_ids=146%2C2240%2C1983%2C695%2C1059&useragent=Mozilla%2F5.0+%28Windows+NT+10.0%3B+Win64%3B+x64%29+AppleWebKit%2F537.36+%28KHTML%2C+like+Gecko%29+Chrome%2F118.0.0.0+Safari%2F537.36&zip=37250&visitor_id={self.visitor_id}"
print(sub_category_url)
try:
response = self.session.get(sub_category_url, headers=burp0_headers)
print(response.json(), 'Sub Category')
products = response.json()['data']['search']['products']
except:
try:
self.session = self.create_session()
response = self.session.get(sub_category_url, headers=self.headers)
products = response.json()['data']['search']['products']
except:
return False
print(response.json(), 'Sub Category')
# x.data.search.products
try:
products = response.json()['data']['search']['products']
except:
break
offset += 24
urls = []
for product in products:
# x.data.search.products[0].item.enrichment.buy_url
product_url = product['item']['enrichment']['buy_url']
self.get_product_info(product_url)
urls.append(product_url)
# return urls
def run(self):
for category in self.categories:
urls = self.get_category_page(category)
for url in urls:
self.get_sub_category_page(url)
if __name__ == "__main__":
scraper = TargetScraper()
scraper.run() |