我想刮取无限滚动实现的页面的所有数据。下面的python代码可以工作。

for i in range(100):
    driver.execute_script("window.scrollTo(0, document.body.scrollHeight);")
    time.sleep(5)

这意味着每当我向下滚动到底部时,我都需要等待5秒,这通常足以让页面完成加载新生成的内容。但是,这可能并不省时。页面可能在5秒内完成新内容的加载。如何在每次向下滚动时检测页面是否完成了新内容的加载?如果我能检测到这一点,一旦我知道页面完成加载,我就可以再次向下滚动以查看更多内容。这样更节省时间。


当前回答

我挣扎了一点,让这个工作,因为它没有为我工作的预期。任何还在努力让它工作的人,可以检查一下。

我想等待一个元素出现在网页上,然后再继续我的操作。

我们可以使用WebDriverWait(driver, 10,1).until(),但catch是until()期望一个函数,它可以执行一段时间的超时提供(在我们的情况下是10)每1秒。所以保持它如下对我有用。

element_found = wait_for_element.until(lambda x: x.find_element_by_class_name("MY_ELEMENT_CLASS_NAME").is_displayed())

下面是until()在幕后所做的事情

def until(self, method, message=''):
        """Calls the method provided with the driver as an argument until the \
        return value is not False."""
        screen = None
        stacktrace = None

        end_time = time.time() + self._timeout
        while True:
            try:
                value = method(self._driver)
                if value:
                    return value
            except self._ignored_exceptions as exc:
                screen = getattr(exc, 'screen', None)
                stacktrace = getattr(exc, 'stacktrace', None)
            time.sleep(self._poll)
            if time.time() > end_time:
                break
        raise TimeoutException(message, screen, stacktrace)

其他回答

试图将find_element_by_id传递给构造函数的presence_of_element_locate(如已接受的答案所示)会引发NoSuchElementException异常。我不得不在fragles的评论中使用语法:

from selenium import webdriver
from selenium.common.exceptions import TimeoutException
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.common.by import By

driver = webdriver.Firefox()
driver.get('url')
timeout = 5
try:
    element_present = EC.presence_of_element_located((By.ID, 'element_id'))
    WebDriverWait(driver, timeout).until(element_present)
except TimeoutException:
    print "Timed out waiting for page to load"

这与文档中的示例相匹配。这里是By文档的链接。

在代码中使用:

from selenium import webdriver

driver = webdriver.Firefox() # or Chrome()
driver.implicitly_wait(10) # seconds
driver.get("http://www.......")

或者你可以使用这段代码,如果你正在寻找一个特定的标签:

from selenium import webdriver
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC

driver = webdriver.Firefox() #or Chrome()
driver.get("http://www.......")
try:
    element = WebDriverWait(driver, 10).until(
        EC.presence_of_element_located((By.ID, "tag_id"))
    )
finally:
    driver.quit()

找到以下3种方法:

请求处理

检查页面readyState(不可靠):

def page_has_loaded(self):
    self.log.info("Checking if {} page is loaded.".format(self.driver.current_url))
    page_state = self.driver.execute_script('return document.readyState;')
    return page_state == 'complete'

wait_for helper函数很好,但不幸的是,click_through_to_new_page处于竞速条件,在浏览器开始处理单击之前,我们设法在旧页面中执行脚本,而page_has_loaded直接返回true。

id

比较新页面id和旧页面id:

def page_has_loaded_id(self):
    self.log.info("Checking if {} page is loaded.".format(self.driver.current_url))
    try:
        new_page = browser.find_element_by_tag_name('html')
        return new_page.id != old_page.id
    except NoSuchElementException:
        return False

比较id可能不如等待过时的引用异常有效。

staleness_of

使用staleness_of方法:

@contextlib.contextmanager
def wait_for_page_load(self, timeout=10):
    self.log.debug("Waiting for page to load at {}.".format(self.driver.current_url))
    old_page = self.find_element_by_tag_name('html')
    yield
    WebDriverWait(self, timeout).until(staleness_of(old_page))

要了解更多细节,请查看Harry的博客。

ajax页面连续加载数据的解决方案。所述的预览方法无效。我们可以做的是抓取页面dom并对其进行哈希,并在一段时间内比较新旧哈希值。

import time
from selenium import webdriver

def page_has_loaded(driver, sleep_time = 2):
    '''
    Waits for page to completely load by comparing current page hash values.
    '''

    def get_page_hash(driver):
        '''
        Returns html dom hash
        '''
        # can find element by either 'html' tag or by the html 'root' id
        dom = driver.find_element_by_tag_name('html').get_attribute('innerHTML')
        # dom = driver.find_element_by_id('root').get_attribute('innerHTML')
        dom_hash = hash(dom.encode('utf-8'))
        return dom_hash

    page_hash = 'empty'
    page_hash_new = ''
    
    # comparing old and new page DOM hash together to verify the page is fully loaded
    while page_hash != page_hash_new: 
        page_hash = get_page_hash(driver)
        time.sleep(sleep_time)
        page_hash_new = get_page_hash(driver)
        print('<page_has_loaded> - page not loaded')

    print('<page_has_loaded> - page loaded: {}'.format(driver.current_url))

另外,您可以检查DOM是否没有更多的修改,而不是向下滚动100次(在页面底部是AJAX惰性加载的情况下)

def scrollDown(driver, value):
    driver.execute_script("window.scrollBy(0,"+str(value)+")")

# Scroll down the page
def scrollDownAllTheWay(driver):
    old_page = driver.page_source
    while True:
        logging.debug("Scrolling loop")
        for i in range(2):
            scrollDown(driver, 500)
            time.sleep(2)
        new_page = driver.page_source
        if new_page != old_page:
            old_page = new_page
        else:
            break
    return True