selenium 是一个用于Web自动化测试的工具。selenium在爬虫,主要是用来解决javascript渲染的问题 。也就是requests或者urlib库无法正常获取网页内容的时候,可以考虑使用selenium
安装
pip insatll selenium
由于如果需要使用selenium的话,需要为本机配置对应浏览器的驱动,下面以chomedriver为例,首先安装chromedriver,chrome版本可以在标签页输入chrome://version/看到。chromedriver下载地址,其版本与支持对应的chrome版本如下:
v2.41 v67-69
v2.40 v66-68
v2.39 v66-68
v2.38 v65-67
v2.37 v64-66
v2.36 v63-65
v2.35 v62-64
v2.34 v61-63
v2.33 v60-62
v2.32 v59-61
v2.31 v58-60
v2.30 v58-60
v2.29 v56-58
v2.28 v55-57
v2.27 v54-56
v2.26 v53-55
v2.25 v53-55
v2.24 v52-54
v2.23 v51-53
v2.22 v49-52
v2.21 v46-50
v2.20 v43-48
chromedriver解压后放到Python或者其他配置了环境变量的目录下。
基本使用
代码语言:javascript复制from selenium import webdriver
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('https://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')))
print(browser.current_url)
print(browser.get_cookies())
print(browser.page_source)
finally:
browser.close()
声明浏览器对象
代码语言:javascript复制from selenium import webdriver
browser = webdriver.Chrome()
browser = webdriver.Firefox()
browser = webdriver.Edge()
browser = webdriver.PhantomJS()
browser = webdriver.Safari()
访问页面
代码语言:javascript复制from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
print(browser.page_source)
browser.close()
查找元素
现在我们已经将网页打开,那我们该如何进行交互呢?要想交互,首先就需要找到需要交互的元素
- find_element_by_name
- find_element_by_xpath
- find_element_by_link_text
- find_element_by_partial_link_text
- find_element_by_tag_name
- find_element_by_class_name
- find_element_by_css_selector
单个元素
代码语言:javascript复制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_element_by_css_selector('#q')
input_third = browser.find_element_by_xpath('//*[@id="q"]')
print(input_first, input_second, input_third)
browser.close()
代码语言:javascript复制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()
多个元素
代码语言:javascript复制from selenium import webdriver
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
lis = browser.find_elements_by_css_selector('.service-bd li')
print(lis)
browser.close()
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')
print(lis)
browser.close()
元素交互操作
代码语言:javascript复制from selenium import webdriver
import time
browser = webdriver.Chrome()
browser.get('https://www.taobao.com')
input = browser.find_element_by_id('q')
input.send_keys('iPhone')
time.sleep(1)
input.clear()
input.send_keys('iPad')
button = browser.find_element_by_class_name('btn-search')
button.click()
更多操作: http://selenium-python.readthedocs.io/api.html#module-selenium.webdriver.remote.webelement
交互动作
将动作附加到动作链中串行执行
代码语言:javascript复制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_element_by_css_selector('#draggable')
target = browser.find_element_by_css_selector('#droppable')
actions = ActionChains(browser)
actions.drag_and_drop(source, target)
actions.perform()
更多操作: http://selenium-python.readthedocs.io/api.html#module-selenium.webdriver.common.action_chains
执行JavaScript
代码语言:javascript复制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")')
获取元素信息
获取属性
代码语言:javascript复制from selenium import webdriver
from selenium.webdriver import ActionChains
browser = webdriver.Chrome()
url = 'https://www.zhihu.com/explore'
browser.get(url)
logo = browser.find_element_by_id('zh-top-link-logo')
print(logo)
print(logo.get_attribute('class'))
获取文本值
代码语言:javascript复制from selenium import webdriver
browser = webdriver.Chrome()
url = 'https://www.zhihu.com/explore'
browser.get(url)
input = browser.find_element_by_class_name('zu-top-add-question')
print(input.text)
Frame
代码语言:javascript复制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_element_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()
logo = browser.find_element_by_class_name('logo')
print(logo)
print(logo.text)
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,超出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
代码语言:javascript复制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)
显式等待
代码语言:javascript复制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, button)
- title_is 标题是某内容
- title_contains 标题包含某内容
- presence_of_element_located 元素加载出,传入定位元组,如(By.ID, 'p')
- visibility_of_element_located 元素可见,传入定位元组
- visibility_of 可见,传入元素对象
- presence_of_all_elements_located 所有元素加载出
- text_to_be_present_in_element 某个元素文本包含某文字
- text_to_be_present_in_element_value 某个元素值包含某文字
- frame_to_be_available_and_switch_to_it frame加载并切换
- invisibility_of_element_located 元素不可见
- element_to_be_clickable 元素可点击
- staleness_of 判断一个元素是否仍在DOM,可判断页面是否已经刷新
- element_to_be_selected 元素可选择,传元素对象
- element_located_to_be_selected 元素可选择,传入定位元组
- element_selection_state_to_be 传入元素对象以及状态,相等返回True,否则返回False
- element_located_selection_state_to_be 传入定位元组以及状态,相等返回True,否则返回False
- alert_is_present 是否出现Alert 详细内容:http://selenium-python.readthedocs.io/api.html#module-selenium.webdriver.support.expected_conditions
Cookies
代码语言:javascript复制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': 'germey'})
print(browser.get_cookies())
browser.delete_all_cookies()
print(browser.get_cookies())