Python开发之爬虫模块介绍(三)
Selenium模块
它是一个自动化测试工具,可以支持多个浏览器,在爬虫中主要用来解决JavaScript渲染的问题。
安装:pip3 install selenium
Selenium用法介绍
1、基本用法
from selenium import webdriver # webdriver就是一个浏览器驱动对象
from selenium.webdriver.common.by import By
from selenium.webdriver.common.keys import Keys
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.wait import WebDriverWait
browser = webdriver.Chrome()
try:
browser.get('http://www.baidu.com')
input = browser.find_element_by_id('kw')
input.send_keys('Python')
input.send_keys(Keys.ENTER)
wait = WebDriverWait(browser,10)
wait.until(EC.presence_of_element_located((By.ID,'content_left'))) # 等待content_left被加载出来
print(browser.current_url)
print(browser.get_cookies())
print(browser.page_source)
finally:
browser.close()
2、声明浏览器对象
from selenium import webdriver browser = webdriver.Chrome() browser = webdriver.Firefox() browser = webdriver.Edge() browser = webdriver.Safari()
3、访问页面
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('http://www.baidu.com')
print(browser.page_source)
browser.close()
4、查找元素
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
input_first = browser.find_element_by_id('q')
input_second = browser.find_elements_by_css_selector('#q')
print(input_first)
print(input_second)
browser.close()
-
browser.find_element_by_id()
-
browser.find_element_by_class_name()
-
browser.find_element_by_name()
-
browser.find_element_by_link_text()
-
browser.find_element_by_xpath()
-
browser.find_element_by_partial_link_text()
-
browser.find_element_by_tag_name()
第二种查找元素的方法,通用的方式
from selenium import webdriver
from selenium.webdriver.common.by import By
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
input_first = browser.find_element(By.ID,'q')
print(input_first)
browser.close()
5、多个元素
from selenium import webdriver
from selenium.webdriver.common.by import By
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
# lis = browser.find_elements_by_css_selector('.service-bd li')
lis = browser.find_elements(By.CSS_SELECTOR,'.service-bd li')
print(lis)
browser.close()
6、元素的交互操作
对获得元素调用交互方法
import time
from selenium import webdriver
from selenium.webdriver.common.by import By
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
input = browser.find_element_by_id('q')
input.send_keys('iphone')
time.sleep(2)
input.clear()
input.send_keys('ipad')
button = browser.find_element_by_class_name('btn-search')
button.click()
更多操作查询http://selenium-python.readthedocs.io/api.html#module-selenium.webdriver.remote.webelement
7、交互动作:将动作附加到动作链中串行执行
from selenium import webdriver
from selenium.webdriver import ActionChains
browser = webdriver.Chrome()
url = 'http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable'
browser.get(url)
browser.switch_to.frame('iframeResult')
source = browser.find_elements_by_css_selector('#draggable')
target = browser.find_elements_by_css_selector('#droppable')
actions = ActionChains(browser)
actions.drag_and_drop(source,target)
actions.perform()
8、执行JavaScript
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
browser.execute_script('window.scrollTo(0,document.body.scrollHeight)')
browser.execute_script("alert('To Bottom')")
9、获取元素信息
- 获取属性
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
logo = browser.find_element_by_id('zh-top-link-logo')
print(logo)
print(logo.get_attribute('class'))
- 获取文本值
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
input = browser.find_element_by_class_name('zu-top-add-question')
print(input.text)
- 获取位置,ID,标签名,大小
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
input = browser.find_element_by_class_name('zu-top-add-question')
print(input.text)
print(input.id)
print(input.location)
print(input.tag_name)
print(input.size)
10、Frame
import time
from selenium import webdriver
from selenium.common.exceptions import NoSuchElementException
browser = webdriver.Chrome()
url = 'http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable'
browser.get(url)
browser.switch_to.frame('iframeResult')
source = browser.find_elements_by_css_selector('#draggable')
print(source)
try:
logo = browser.find_element_by_class_name('logo')
except NoSuchElementException:
print('No LOGO')
browser.switch_to.parent_frame() # 切换父元素的frame
logo = browser.find_element_by_class_name('logo')
print(logo)
print(logo.text)
11、等待
- 隐式等待:当使用了隐式等待执行测试的时候,如果WebDriver没有在DOM中找到元素,将继续等待,超过设定时间后则抛出找不到元素的异常,换句话说,当查找元素或元素并没有立即出现的时候,隐式等待将等待一段时间再查找DOM,默认的时间是0
from selenium import webdriver
browser = webdriver.Chrome()
browser.implicitly_wait(10)
browser.get('https://www.zhihu.com/explore')
input = browser.find_element_by_class_name('zu-top-add-question')
print(input.text)
- 显式等待
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
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
wait = WebDriverWait(browser,10)
input = wait.until(EC.presence_of_element_located((By.ID,'q')))
button = wait.until(EC.element_to_be_clickable((By.CSS_SELECTOR,'.btn-search')))
print(input)
print(button)
# EC.title_is # 标题是某内容
# EC.title_contains # 标题包含某内容
# EC.presence_of_element_located # 元素加载出,传入定位元素
# EC.visibility_of # 可见,传入元素对象
# EC.presence_of_all_elements_located # 所有元素加载出
# EC.element_to_be_clickable # 元素可点击
# EC.element_located_to_be_selected # 元素可选择,传定位元素
12、浏览器的前进和后退
import time
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.baidu.com')
browser.get('https://www.taobao.com')
browser.get('https://www.python.org')
browser.back()
time.sleep(1)
browser.forward()
browser.close()
13、Cookies
from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
print(browser.get_cookies())
browser.add_cookie({'name':"name",'domain':'www.zhihu.com','value':'germay'})
print(browser.get_cookies())
browser.delete_all_cookies()
print(browser.get_cookies())
14、选项卡管理
from selenium import webdriver
import time
browser = webdriver.Chrome()
browser.get('https://www.zhihu.com/explore')
browser.execute_script('window.open()')# 新开一个选项卡
print(browser.window_handles) # 所有的选项卡
browser.switch_to.window(browser.window_handles[1]) # 切换
browser.get('https://www.taobao.com')
time.sleep(1)
browser.switch_to.window(browser.window_handles[0]) # 切换回
browser.get('https://www.baidu.com')
15、异常处理
from selenium import webdriver
from selenium.common.exceptions import TimeoutException,NoSuchElementException
browser = webdriver.Chrome()
try:
browser.get('https://www.taobao.com')
except TimeoutException:
print('Time out')
try:
browser.find_element_by_id('hello')
except NoSuchElementException:
print('NO element')
finally:
browser.close()
上面只是简单的异常展示,更多异常请参考http://selenium-python.readthedocs.io/api.html#module-selenium.common.exceptions
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