Web抓取动态加载页面时出现问题。

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英文:

Problem when web scraping dynamically loaded page

问题

我理解了,以下是您要翻译的代码部分:

def theline_scraper():
    count = 0
    page = 1
    response = {}
    
    user_agent = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.1750.517 Safari/537.36'
    options = Options()
    options.add_argument('user-agent={0}'.format(user_agent))
    options.add_argument('start-maximized') # 
    options.add_argument('disable-infobars')
    options.add_argument("--disable-extensions")
    options.add_argument("--headless") # Runs Chrome in headless mode.
    options.add_argument('--no-sandbox') # Bypass OS security model
    options.add_argument('--disable-dev-shm-usage')
    driver = webdriver.Chrome(options = options)
    START = 0
    count = 0
    response = {}
    driver.get("https://theline.cl/categoria/zapatillas?page={page}")
    driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")

# Espera un momento para que la página se actualice
    time.sleep(10)
    wait = WebDriverWait(driver, 10)
    #elements = wait.until(EC.presence_of_all_elements_located((By.CLASS_NAME, 'mh-product-info')))
    html = driver.page_source
    soup = BeautifulSoup(html, "html.parser")
    print(soup)
    zapatillas = []
    for product in soup.find_all("div", {"class": "products__item"}):
        name = product.find("h3", {"class": "card-product__title"}).text.strip()
        price = product.find("span", {"class": "price--normal"}).text.strip()
        link = product.find('a')['href']
        zapatilla = {"name": name, "price": price, "link": link}
        zapatillas.append(zapatilla)

    driver.quit()

    print(zapatillas)
    # for i in range(2):
    #     THE_LINE_LINK = "https://theline.cl/categoria/zapatillas?page={page}"
    #     while(True):
    #         # try:
    #         driver.get(THE_LINE_LINK)
    #         html = driver.page_source
    #         soup = BeautifulSoup(html, "html.parser")
    #         wait = WebDriverWait(driver, 25).until(EC.presence_of_element_located((By.CLASS_NAME, 'mh-product-info')))
    #         print(wait.text)
    #         break
    #         # except:
    #         #     continue
            
    #     html = driver.page_source
        
    #     # Use BeautifulSoup to parse the HTML source code
    #     soup = BeautifulSoup(html, "html.parser")
    #     products = soup.find_all(class_='card-product')
    #     print(products)
    #     page += 1
    #     break
    return response

希望这有助于您的工作!如果您有任何进一步的问题或需要帮助,请随时提问。

英文:

I'm using python and selenium to scrape a webpage so I can get all data from some shoes. This is the page:
https://theline.cl/categoria/zapatillas?page=15

This is my code (it includes some things I've tried and haven't worked):

def theline_scraper():
count = 0
page = 1
response = {}
user_agent = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.1750.517 Safari/537.36'
options = Options()
options.add_argument('user-agent={0}'.format(user_agent))
options.add_argument('start-maximized') # 
options.add_argument('disable-infobars')
options.add_argument("--disable-extensions")
options.add_argument("--headless") # Runs Chrome in headless mode.
options.add_argument('--no-sandbox') # Bypass OS security model
options.add_argument('--disable-dev-shm-usage')
driver = webdriver.Chrome(options = options)
START = 0
count = 0
response = {}
driver.get("https://theline.cl/categoria/zapatillas?page={page}")
driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
# Espera un momento para que la página se actualice
time.sleep(10)
wait = WebDriverWait(driver, 10)
#elements = wait.until(EC.presence_of_all_elements_located((By.CLASS_NAME, 'mh-product-info')))
html = driver.page_source
soup = BeautifulSoup(html, "html.parser")
print(soup)
zapatillas = []
for product in soup.find_all("div", {"class": "products__item"}):
name = product.find("h3", {"class": "card-product__title"}).text.strip()
price = product.find("span", {"class": "price--normal"}).text.strip()
link = product.find('a')['href']
zapatilla = {"name": name, "price": price, "link": link}
zapatillas.append(zapatilla)
driver.quit()
print(zapatillas)
# for i in range(2):
#     THE_LINE_LINK = "https://theline.cl/categoria/zapatillas?page={page}"
#     while(True):
#         # try:
#         driver.get(THE_LINE_LINK)
#         html = driver.page_source
#         soup = BeautifulSoup(html, "html.parser")
#         wait = WebDriverWait(driver, 25).until(EC.presence_of_element_located((By.CLASS_NAME, 'mh-product-info')))
#         print(wait.text)
#         break
#         # except:
#         #     continue
#     html = driver.page_source
#     # Use BeautifulSoup to parse the HTML source code
#     soup = BeautifulSoup(html, "html.parser")
#     products = soup.find_all(class_='card-product')
#     print(products)
#     page += 1
#     break
return response
And in the image is the visualized html I get as a response every time.

I've tried different methods of scraping, including the usage of requests library and some waiting methods as well.

答案1

得分: 1

Here is the translated code:

这是如何从多个页面爬取所有数据的方法

import time
from bs4 import BeautifulSoup
from selenium.webdriver import Chrome, ChromeOptions
from selenium.webdriver.common.by import By
from selenium.webdriver.support.wait import WebDriverWait
import selenium.webdriver.support.expected_conditions as EC

user_agent = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.1750.517 Safari/537.36'
options = ChromeOptions()
options.add_argument('user-agent={0}'.format(user_agent))
options.add_argument('start-maximized')  #
options.add_argument('disable-infobars')
options.add_argument("--disable-extensions")
# options.add_argument("--headless")  # Runs Chrome in headless mode.
options.add_argument('--no-sandbox')  # Bypass OS security model
options.add_argument('--disable-dev-shm-usage')
driver = Chrome(options=options)

def data_parsing(page_html):
    soup = BeautifulSoup(page_html, "html.parser")
    zapatillas = []
    for product in soup.select('div.products__item.col-6.col-md-3'):
        info = product.find('div', {"class": "card-product__info"})
        zapatillas.append({
            "link": product.find('a').get('href'),
            "image": product.find('img').get('src'),
            "brand_name": info.select_one('header>p').text,
            "product_name": info.select_one('header>h3').text,
            "price": product.find('span', {"class": "price"}).text
        })
    return zapatillas

def theline_scraper(pages_to_scrap):
    response = []
    for page in range(1, pages_to_scrap+1):
        driver.get(f"https://theline.cl/categoria/zapatillas?page={page}")
        WebDriverWait(driver, 30).until(EC.visibility_of_element_located((By.CSS_SELECTOR, "div.category__products.products")))
        time.sleep(5)
        page_data = data_parsing(driver.page_source)
        response.extend(page_data)
        print(f"第{page}页的产品数:{len(page_data)}")
    return response

# 爬取前两页
print(theline_scraper(pages_to_scrap=2))

Output:

第1页的产品数:48
第2页的产品数:48
[{'link': 'https://theline.cl/air-force-1-mid-07/CW2289-111', 'image': '/img/products/CW2289-111-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 MID 07', 'price': '$139.990'}, {'link': 'https://theline.cl/jordan-stay-loyal-2/DQ8401-016', 'i... (此处省略了其他产品的信息) ... 'product_name': 'W AIR MAX 270', 'price': '$129.990'}, {'link': 'https://theline.cl/...', 'image': '...', 'brand_name': '...', 'product_name': '...', 'price': '...'}, {'link': 'https://theline.cl/...', 'image': '...', 'brand_name': '...', 'product_name': '...', 'price': '...'}]
英文:

This is how you can scrape all the data from multiple pages.

import time
from bs4 import BeautifulSoup
from selenium.webdriver import Chrome, ChromeOptions
from selenium.webdriver.common.by import By
from selenium.webdriver.support.wait import WebDriverWait
import selenium.webdriver.support.expected_conditions as EC
user_agent = 'Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/61.0.1750.517 Safari/537.36'
options = ChromeOptions()
options.add_argument('user-agent={0}'.format(user_agent))
options.add_argument('start-maximized')  #
options.add_argument('disable-infobars')
options.add_argument("--disable-extensions")
# options.add_argument("--headless")  # Runs Chrome in headless mode.
options.add_argument('--no-sandbox')  # Bypass OS security model
options.add_argument('--disable-dev-shm-usage')
driver = Chrome(options=options)
def data_parsing(page_html):
soup = BeautifulSoup(page_html, "html.parser")
zapatillas = []
for product in soup.select('div.products__item.col-6.col-md-3'):
info = product.find('div', {"class": "card-product__info"})
zapatillas.append({
"link": product.find('a').get('href'),
"image": product.find('img').get('src'),
"brand_name": info.select_one('header>p').text,
"product_name": info.select_one('header>h3').text,
"price": product.find('span', {"class": "price"}).text
})
return zapatillas
def theline_scraper(pages_to_scrap):
response = []
for page in range(1, pages_to_scrap+1):
driver.get(f"https://theline.cl/categoria/zapatillas?page={page}")
WebDriverWait(driver, 30).until(EC.visibility_of_element_located((By.CSS_SELECTOR, "div.category__products.products")))
time.sleep(5)
page_data = data_parsing(driver.page_source)
response.extend(page_data)
print(f"products on page {page}: {len(page_data)}")
return response
# scrape starting 2 pages
print(theline_scraper(pages_to_scrap=2))

output:

products on page 1: 48
products on page 2: 48
[{'link': 'https://theline.cl/air-force-1-mid-07/CW2289-111', 'image': '/img/products/CW2289-111-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 MID 07', 'price': '$139.990'}, {'link': 'https://theline.cl/jordan-stay-loyal-2/DQ8401-016', 'image': '/img/products/DQ8401-016-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'Jordan Stay Loyal 2', 'price': '$132.990'}, {'link': 'https://theline.cl/zapatilla-adidas-multix-ninos/ADI-FX6400', 'image': '/img/products/ADI-FX6400-1_640.png', 'brand_name': 'ADIDAS', 'product_name': 'ZAPATILLA ADIDAS MULTIX NIÑOS', 'price': '$44.990'}, {'link': 'https://theline.cl/w-af1-plt-af-orm/DJ9946-100', 'image': '/img/products/DJ9946-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W AF1 PLT AF ORM', 'price': '$139.990'}, {'link': 'https://theline.cl/puma-rs-x-t3ch-rize-morado/387301-02', 'image': '/img/products/387301-02-1_640.png', 'brand_name': 'PUMA', 'product_name': 'PUMA RS-X T3CH RIZE MORADO', 'price': '$99.990'}, {'link': 'https://theline.cl/air-jordan-1-mid-na23/DQ8426-060', 'image': '/img/products/DQ8426-060-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'AIR JORDAN 1 MID NA23', 'price': '$142.990'}, {'link': 'https://theline.cl/zapatilla-adidas-superstar-ninos/ADI-FU7712', 'image': '/img/products/ADI-FU7712-1_640.png', 'brand_name': 'ADIDAS', 'product_name': 'ZAPATILLA ADIDAS SUPERSTAR NIÑOS', 'price': '$64.990'}, {'link': 'https://theline.cl/rs-x-split-hss/385755-01', 'image': '/img/products/385755-01-1_640.png', 'brand_name': 'PUMA', 'product_name': 'RS-X SPLIT HSS', 'price': '$99.990'}, {'link': 'https://theline.cl/air-force-1-mid-gs/DH2933-111', 'image': '/img/products/DH2933-111-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 MID GS', 'price': '$109.990'}, {'link': 'https://theline.cl/chuck-taylor-all-star-lift-canvas-negro-ntl/560845C-000', 'image': '/img/products/560845C-000-1_640.png', 'brand_name': 'CONVERSE', 'product_name': 'CHUCK TAYLOR ALL STAR LIFT CANVAS NEGRO NTL', 'price': '$64.990'}, {'link': 'https://theline.cl/jordan-stay-loyal-2/DQ8401-100', 'image': '/img/products/DQ8401-100-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'Jordan Stay Loyal 2', 'price': '$132.990'}, {'link': 'https://theline.cl/nike-air-max-plus-se/DQ3981-001', 'image': '/img/products/DQ3981-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MAX PLUS SE', 'price': '$192.990'}, {'link': 'https://theline.cl/nike-air-max-plus-na23/DM0032-005', 'image': '/img/products/DM0032-005-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MAX PLUS NA23', 'price': '$194.990'}, {'link': 'https://theline.cl/td-old-skool-v-ntl/VN000D3Y-BLK', 'image': '/img/products/VN000D3Y-BLK-1_640.png', 'brand_name': 'VANS', 'product_name': 'TD Old Skool V NTL', 'price': '$44.990'}, {'link': 'https://theline.cl/nike-air-force-1-07/DQ7569-100', 'image': '/img/products/DQ7569-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'Nike Air Force 1 07', 'price': '$126.990'}, {'link': 'https://theline.cl/air-max-270/AH8050-002', 'image': '/img/products/AH8050-002-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR MAX 270', 'price': '$129.990'}, {'link': 'https://theline.cl/w-blazer-mid-77-ess/DQ7574-100', 'image': '/img/products/DQ7574-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W BLAZER MID 77 ESS', 'price': '$109.990'}, {'link': 'https://theline.cl/w-air-force-1-07-ess-trnd-na23/DQ7569-101', 'image': '/img/products/DQ7569-101-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W AIR FORCE 1 07 ESS TRND NA23', 'price': '$126.990'}, {'link': 'https://theline.cl/zapatillas-converse-chuck-taylor-all-star-lift/561675C-000', 'image': '/img/products/561675C-000-1_640.png', 'brand_name': 'CONVERSE', 'product_name': 'Zapatillas Converse Chuck Taylor All Star Lift', 'price': '$74.990'}, {'link': 'https://theline.cl/air-max-90/DQ4071-001', 'image': '/img/products/DQ4071-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR MAX 90', 'price': '$139.990'}, {'link': 'https://theline.cl/air-force-1-mid-07/DV0806-001', 'image': '/img/products/DV0806-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 MID 07', 'price': '$139.990'}, {'link': 'https://theline.cl/nike-air-more-uptempo-td/DQ6202-001', 'image': '/img/products/DQ6202-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MORE UPTEMPO TD', 'price': '$79.990'}, {'link': 'https://theline.cl/air-jordan-legacy-312-low-gs-na23/CD9054-105', 'image': '/img/products/CD9054-105-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'AIR JORDAN LEGACY 312 LOW GS NA23', 'price': '$124.990'}, {'link': 'https://theline.cl/w-air-force-1-07-next-nature/DC9486-101', 'image': '/img/products/DC9486-101-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W AIR FORCE 1 07 NEXT NATURE', 'price': '$126.990'}, {'link': 'https://theline.cl/air-jordan-1-mid/DQ8426-014', 'image': '/img/products/DQ8426-014-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'AIR JORDAN 1 MID', 'price': '$142.990'}, {'link': 'https://theline.cl/w-nike-dunk-low-na23/FD1449-100', 'image': '/img/products/FD1449-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W NIKE DUNK LOW NA23', 'price': '$112.990'}, {'link': 'https://theline.cl/wmns-air-max-90-ntl/DH8010-100', 'image': '/img/products/DH8010-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'WMNS AIR MAX 90 NTL', 'price': '$139.990'}, {'link': 'https://theline.cl/nike-air-force-1-07/CW2288-111', 'image': '/img/products/CW2288-111-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR FORCE 1 07', 'price': '$126.990'}, {'link': 'https://theline.cl/wmns-air-jordan-3-retro/CK9246-067', 'image': '/img/products/CK9246-067-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'WMNS AIR JORDAN 3 RETRO', 'price': '$224.990'}, {'link': 'https://theline.cl/wmns-air-force-1-07-se-na23/DV7584-001', 'image': '/img/products/DV7584-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'WMNS AIR FORCE 1 07 SE NA23', 'price': '$126.990'}, {'link': 'https://theline.cl/air-jordan-1-low-se/DQ8422-300', 'image': '/img/products/DQ8422-300-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'Air Jordan 1 Low SE', 'price': '$126.990'}, {'link': 'https://theline.cl/nike-air-more-uptempo-ps/DQ6201-001', 'image': '/img/products/DQ6201-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MORE UPTEMPO PS', 'price': '$109.990'}, {'link': 'https://theline.cl/air-force-1-07-lv8/DV0794-100', 'image': '/img/products/DV0794-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 07 LV8', 'price': '$139.990'}, {'link': 'https://theline.cl/jordan-stay-loyal-2/DQ8401-001', 'image': '/img/products/DQ8401-001-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'JORDAN STAY LOYAL 2', 'price': '$132.990'}, {'link': 'https://theline.cl/wmns-air-force-1-07/DD8959-002', 'image': '/img/products/DD8959-002-1_640.png', 'brand_name': 'NIKE', 'product_name': 'WMNS AIR FORCE 1 07', 'price': '$126.990'}, {'link': 'https://theline.cl/air-jordan-dub-zero/311046-162', 'image': '/img/products/311046-162-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'AIR JORDAN DUB ZERO', 'price': '$164.990'}, {'link': 'https://theline.cl/jumpman-two-trey-ntl/DO1925-102', 'image': '/img/products/DO1925-102-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'JUMPMAN TWO TREY NTL', 'price': '$174.990'}, {'link': 'https://theline.cl/wmns-air-force-1-07/DD8959-103', 'image': '/img/products/DD8959-103-1_640.png', 'brand_name': 'NIKE', 'product_name': 'WMNS AIR FORCE 1 07', 'price': '$126.990'}, {'link': 'https://theline.cl/nike-air-max-plus-se-ntl/DQ8960-100', 'image': '/img/products/DQ8960-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MAX PLUS SE NTL', 'price': '$192.990'}, {'link': 'https://theline.cl/air-force-1-07-lv8/DV0789-100', 'image': '/img/products/DV0789-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 07 LV8', 'price': '$139.990'}, {'link': 'https://theline.cl/nike-air-max-90-se/DV1734-100', 'image': '/img/products/DV1734-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MAX 90 SE', 'price': '$146.990'}, {'link': 'https://theline.cl/nike-air-max-90-se/DX3576-001', 'image': '/img/products/DX3576-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE AIR MAX 90 SE', 'price': '$146.990'}, {'link': 'https://theline.cl/air-max-90/DQ4071-004', 'image': '/img/products/DQ4071-004-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR MAX 90', 'price': '$139.990'}, {'link': 'https://theline.cl/run-star-hike-platform-hi-canvas-negro-ntl/166800C-000', 'image': '/img/products/166800C-000-1_640.png', 'brand_name': 'CONVERSE', 'product_name': 'RUN STAR HIKE PLATFORM HI CANVAS NEGRO NTL', 'price': '$76.990'}, {'link': 'https://theline.cl/chuck-taylor-all-star-lift-leather-negro-ntl/561681C-000', 'image': '/img/products/561681C-000-1_640.png', 'brand_name': 'CONVERSE', 'product_name': 'CHUCK TAYLOR ALL STAR LIFT LEATHER NEGRO NTL', 'price': '$72.990'}, {'link': 'https://theline.cl/air-max-plus-ntl/604133-132', 'image': '/img/products/604133-132-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR MAX PLUS NTL', 'price': '$176.990'}, {'link': 'https://theline.cl/air-force-1-07-lv8/DV0794-001', 'image': '/img/products/DV0794-001-1_640.png', 'brand_name': 'NIKE', 'product_name': 'AIR FORCE 1 07 LV8', 'price': '$139.990'}, {'link': 'https://theline.cl/nike-dunk-hi-retro/DD1399-700', 'image': '/img/products/DD1399-700-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE DUNK HI RETRO', 'price': '$132.990'}, {'link': 'https://theline.cl/chuck-taylor-all-star-lift-leather/561680C-000', 'image': '/img/products/561680C-000-1_640.png', 'brand_name': 'CONVERSE', 'product_name': 'CHUCK TAYLOR ALL STAR LIFT LEATHER', 'price': '$72.990'}, {'link': 'https://theline.cl/w-af1-shadow/DZ5193-100', 'image': '/img/products/DZ5193-100-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W AF1 SHADOW', 'price': '$146.990'}, {'link': 'https://theline.cl/air-jordan-3-retro-na23/DN3707-100', 'image': '/img/products/DN3707-100-1_640.png', 'brand_name': 'JORDAN', 'product_name': 'AIR JORDAN 3 RETRO NA23', 'price': '$226.990'}, {'link': 'https://theline.cl/w-air-max-270/AH6789-110', 'image': '/img/products/AH6789-110-1_640.png', 'brand_name': 'NIKE', 'product_name': 'W AIR MAX 270', 'price': '$129.990'}, {'link': 'https://theline.cl/nike-dunk-hi-retro/DD1399-401', 'image': '/img/products/DD1399-401-1_640.png', 'brand_name': 'NIKE', 'product_name': 'NIKE DUNK HI RETRO', 'price': '$132.990'}, {'link': 'https://theline.cl/forum-bold-w/ADI-FY9042', 'image': '/img/products/ADI-FY9042-1_640.png', 'brand_name': 'ADIDAS', 'product_name': 'FORUM BOLD W', 'price': '$99.990'}, {'link': 'https://theline.cl/wmns-air-max-90-ntl/DH8010-002', 'image': '/img/products/DH8010-002-1_640.png', 'brand_name': 'NIKE', 'product_name': 'WMNS AIR MAX 90 NTL', 'price': '$139.990'}, {'link': 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  • 本文由 发表于 2023年4月17日 11:52:03
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