我正在尝试解析Google互动网站上的数据。它在JS中呈现,因此我使用Qt加载要解析的站点。我相信我已经加载并正确呈现了网站,但出于某种原因,当我执行xpath解析代码时,我得到了空列表返回给我。
这是我的完整代码:
import sys
from PyQt4.QtGui import *
from PyQt4.QtCore import *
from PyQt4.QtWebKit import *
from lxml import html
class Render(QWebPage):
def __init__(self, url):
self.app = QApplication(sys.argv)
QWebPage.__init__(self)
self.loadFinished.connect(self._loadFinished)
self.mainFrame().load(QUrl(url))
self.app.exec_()
def _loadFinished(self, result):
self.frame = self.mainFrame()
self.app.quit()
url = 'https://www.consumerbarometer.com/en/graph-builder/?question=M1&filter=country:singapore,canada,mexico,brazil,argentina,united_states,bulgaria,austria,belgium,croatia,czech_republic,denmark,estonia,finland,france,germany,greece,hungary,italy,ireland,latvia,lithuania,norway,netherlands,poland,portugal,russia,romania,serbia,slovakia,spain,slovenia,sweden,switzerland,ukraine,united_kingdom,australia,china,israel,hong_kong_sar,japan,korea,new_zealand,malaysia,taiwan,turkey,vietnam'
#This does the magic.Loads everything
r = Render(url)
#result is a QString.
result = r.frame.toHtml()
#QString should be converted to string before processed by lxml
formatted_result = str(result.toAscii())
#Next build lxml tree from formatted_result
tree = html.fromstring(formatted_result)
archive_links = tree.xpath('//*[@id="main-page-wrapper"]/div/section/div/section[1]/div/div/graph/div/div[4]/div/div/graph-bar-chart/div[2]/svg/g[1]/g[2]/g[1]/text()')
print archive_links
这是我想要抓取的HTML:
<text class="bar-text-label" y="22" dy="10">Argentina</text>
我有什么想法[]
回到我身边?
答案 0 :(得分:1)
您可以制作更短且更可靠的xpath表达式,并且必须使用名称空间:
tree.xpath('//text[@class="bar-text-label"]/text()', namespaces={'n': 'http://www.w3.org/2000/svg'})
替代解决方案可以是使用selenium
浏览器自动化包:
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()
driver.get('https://www.consumerbarometer.com/en/graph-builder/?question=M1&filter=country:singapore,canada,mexico,brazil,argentina,united_states,bulgaria,austria,belgium,croatia,czech_republic,denmark,estonia,finland,france,germany,greece,hungary,italy,ireland,latvia,lithuania,norway,netherlands,poland,portugal,russia,romania,serbia,slovakia,spain,slovenia,sweden,switzerland,ukraine,united_kingdom,australia,china,israel,hong_kong_sar,japan,korea,new_zealand,malaysia,taiwan,turkey,vietnam')
// wait for svg to appear
WebDriverWait(driver, 10).until(EC.visibility_of_element_located((By.TAG_NAME, 'svg')))
for text in driver.find_elements_by_class_name('bar-text-label'):
print(text.text)
driver.close()