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python - 如何使用硒从一个页面中抓取多个网页？

问题描述

最近，我一直在尝试从网站上获取大量定价，方法是从一个页面开始，每个页面都链接到起始页面。我希望运行一个脚本，允许我单击某个项目的框，抓取该项目的定价和描述，然后返回起始页面并继续该循环。但是，我在抓取第一个项目后遇到了一个明显的问题。返回起始页面后，容器未定义，因此会给出一个陈旧元素错误，该错误会中断循环并阻止我获取其余项目。这是我使用的示例代码，希望能将所有项目一个接一个地刮掉。

driver = webdriver.Chrome(r'C:\Users\Hank\Desktop\chromedriver_win32\chromedriver.exe')
driver.get('https://steamcommunity.com/market/search?q=&category_440_Collection%5B%5D=any&category_440_Type%5B%5D=tag_misc&category_440_Quality%5B%5D=tag_rarity4&appid=440#p1_price_asc')

import time

time.sleep(5)

from selenium.webdriver.common.by import By
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support.ui import WebDriverWait as wait
from selenium.webdriver.support.expected_conditions import presence_of_element_located
from selenium.webdriver.common.action_chains import ActionChains
from selenium.webdriver.support import expected_conditions as EC
from selenium.common.exceptions import StaleElementReferenceException

action = ActionChains(driver)

next_button=wait(driver, 10).until(EC.element_to_be_clickable((By.ID,'searchResults_btn_next')))

def prices_and_effects():
    action = ActionChains(driver)
    imgs = wait(driver, 5).until(EC.visibility_of_all_elements_located((By.CSS_SELECTOR, 'img.market_listing_item_img.economy_item_hoverable')))
    for img in imgs:
        ActionChains(driver).move_to_element(img).perform()
        print([my_element.text for my_element in wait(driver, 10).until(EC.visibility_of_all_elements_located((By.CSS_SELECTOR, "div.item_desc_description div.item_desc_descriptors#hover_item_descriptors div.descriptor")))])
    prices = driver.find_elements(By.CSS_SELECTOR, 'span.market_listing_price.market_listing_price_with_fee')
    for price in prices:
        print(price.text)

def unusuals():
    unusuals = wait(driver, 5).until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, '.market_listing_row.market_recent_listing_row.market_listing_searchresult')))
    for unusual in unusuals:
        unusual.click()
        time.sleep(2)
        next_button=wait(driver, 10).until(EC.element_to_be_clickable((By.ID,'searchResults_btn_next')))
        next_button.click()
        time.sleep(2)
        back_button=wait(driver, 10).until(EC.element_to_be_clickable((By.ID,'searchResults_btn_prev')))
        back_button.click()
        time.sleep(2)
        prices_and_effects()
        ref_val = wait(driver, 10).until(EC.presence_of_element_located((By.ID, 'searchResults_start'))).text
        while next_button.get_attribute('class') == 'pagebtn':
            next_button.click()
            wait(driver, 10).until(lambda driver: wait(driver, 10).until(EC.presence_of_element_located((By.ID,'searchResults_start'))).text != ref_val)
            prices_and_effects()
            ref_val = wait(driver, 10).until(EC.presence_of_element_located((By.ID, 'searchResults_start'))).text
        time.sleep(2)
        driver.execute_script("window.history.go(-1)")
        time.sleep(2)
        unusuals = wait(driver, 5).until(EC.presence_of_all_elements_located((By.CSS_SELECTOR, '.market_listing_row.market_recent_listing_row.market_listing_searchresult')))

unusuals()

然而，在成功抓取第一个项目后，它会返回页面并抛出一个过时的元素错误。这个错误对我来说很有意义，但是有什么办法可以规避这个错误，以便我可以保留函数并使用循环？

标签： pythonseleniumselenium-webdriver

解决方案

Selenium 对此太过分了。您可以将 HTTP GET 请求模仿到浏览器在呈现页面时发出请求的相同 API。请注意，您每天向 Steam API 发出的请求不要超过 100,000 个。此外，如果请求发生得太频繁，Steam 服务器会推断并停止响应请求，直到某个超时到期，即使您还没有达到每天 100,000 个请求的限制 - 这就是为什么我添加了一些time.sleeps 以作为良好的衡量标准在每个请求之后使用item_id.

首先，您向市场列表页面发出请求 - 显示所有项目的页面。然后，对于结果列表中的每个项目，我们提取项目的名称，我们向该项目的概览页面发出请求，并item_id使用正则表达式从 HTML 中提取项目的名称。然后，我们再次请求https://steamcommunity.com/market/itemordershistogram获取该商品的最新价格信息。

随意使用字典中的start和count查询字符串参数。param现在它只打印前十项的信息：

def main():

    import requests
    from bs4 import BeautifulSoup
    import re
    import time

    url = "https://steamcommunity.com/market/search/render/"

    params = {
        "query": "",
        "start": "0",
        "count": "10",
        "search_descriptions": "0",
        "sort_column": "price",
        "sort_dir": "asc",
        "appid": "440",
        "category_440_Collection[]": "any",
        "category_440_Type[]": "tag_misc",
        "category_440_Quality[]": "tag_rarity4"
    }

    response = requests.get(url, params=params)
    response.raise_for_status()
    time.sleep(1)

    item_id_pattern = r"Market_LoadOrderSpread\( (?P<item_id>\d+) \)"

    soup = BeautifulSoup(response.json()["results_html"], "html.parser")

    for result in soup.select("a.market_listing_row_link"):
        url = result["href"]
        product_name = result.select_one("div")["data-hash-name"]
        try:
            response = requests.get(url)
            response.raise_for_status()
            time.sleep(1)

            item_id_match = re.search(item_id_pattern, response.text)
            assert item_id_match is not None
        except:
            print(f"Skipping {product_name}")
            continue

        url = "https://steamcommunity.com/market/itemordershistogram"

        params = {
            "country": "DE",
            "language": "english",
            "currency": "1",
            "item_nameid": item_id_match.group("item_id"),
            "two_factor": "0"
        }

        response = requests.get(url, params=params)
        response.raise_for_status()
        time.sleep(1)

        data = response.json()
        highest_buy_order = float(data["highest_buy_order"]) / 100.0

        print(f"The current highest buy order for \"{product_name}\" is ${highest_buy_order}")

    return 0


if __name__ == "__main__":
    import sys
    sys.exit(main())

输出：

The current highest buy order for "Unusual Cadaver's Cranium" is $12.16
The current highest buy order for "Unusual Backbreaker's Skullcracker" is $13.85
The current highest buy order for "Unusual Hard Counter" is $13.04
The current highest buy order for "Unusual Spiky Viking" is $14.26
The current highest buy order for "Unusual Carouser's Capotain" is $12.72
The current highest buy order for "Unusual Cyborg Stunt Helmet" is $12.89
The current highest buy order for "Unusual Stately Steel Toe" is $12.67
The current highest buy order for "Unusual Bloke's Bucket Hat" is $12.71
The current highest buy order for "Unusual Pugilist's Protector" is $12.94
The current highest buy order for "Unusual Shooter's Sola Topi" is $13.25
>>>

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