一:介绍php
selenium最初是一个自动化测试工具,而爬虫中使用它主要是为了解决requests没法直接执行JavaScript代码的问题 selenium本质是经过驱动浏览器,彻底模拟浏览器的操做,好比跳转、输入、点击、下拉等,来拿到网页渲染以后的结果,可支持多种浏览器 from selenium import webdriver browser=webdriver.Chrome() browser=webdriver.Firefox() browser=webdriver.PhantomJS() browser=webdriver.Safari() browser=webdriver.Edge()
二:安装css
#安装:selenium+chromedriver pip3 install selenium 下载chromdriver.exe放到python安装路径的scripts目录中便可,注意最新版本是2.35,并不是2.9 国内镜像网站地址:http://npm.taobao.org/mirrors/chromedriver/ 最新的版本去官网找:https://sites.google.com/a/chromium.org/chromedriver/downloads #验证安装 C:\Users\Administrator>python3 Mac:/usr/local/bin Python 3.6.1 (v3.6.1:69c0db5, Mar 21 2017, 18:41:36) [MSC v.1900 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information. >>> from selenium import webdriver >>> driver=webdriver.Chrome() #弹出浏览器 >>> driver.get('https://www.baidu.com') >>> driver.page_source #注意: selenium3默认支持的webdriver是Firfox,而Firefox须要安装geckodriver 下载连接:https://github.com/mozilla/geckodriver/releases
#安装:selenium+phantomjs pip3 install selenium 下载phantomjs,解压后把phantomjs.exe所在的bin目录放到环境变量 下载连接:http://phantomjs.org/download.html #验证安装 C:\Users\Administrator>phantomjs phantomjs> console.log('egon gaga') egon gaga undefined phantomjs> ^C C:\Users\Administrator>python3 Python 3.6.1 (v3.6.1:69c0db5, Mar 21 2017, 18:41:36) [MSC v.1900 64 bit (AMD64)] on win32 Type "help", "copyright", "credits" or "license" for more information. >>> from selenium import webdriver >>> driver=webdriver.PhantomJS() #无界面浏览器 >>> driver.get('https://www.baidu.com') >>> driver.page_source
三:基本使用html
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 browser=webdriver.Chrome() try: browser.get('https://www.baidu.com') input_tag=browser.find_element_by_id('kw') input_tag.send_keys('666') #python2中输入中文错误,字符串前加个u input_tag.send_keys(Keys.ENTER) #输入回车 wait=WebDriverWait(browser,10) wait.until(EC.presence_of_element_located((By.ID,'content_left'))) #等到id为content_left的元素加载完毕,最多等10秒 print(browser.page_source) print(browser.current_url) print(browser.get_cookies()) finally: browser.close()
四:选择器python
1:基本用法jquery
#官网连接:http://selenium-python.readthedocs.io/locating-elements.html from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 import time driver=webdriver.Chrome() driver.get('https://www.baidu.com') wait=WebDriverWait(driver,10) try: #===============全部方法=================== # 一、find_element_by_id # 二、find_element_by_link_text # 三、find_element_by_partial_link_text # 四、find_element_by_tag_name # 五、find_element_by_class_name # 六、find_element_by_name # 七、find_element_by_css_selector # 八、find_element_by_xpath # 强调: # 一、上述都可以改写成find_element(By.ID,'kw')的形式 # 二、find_elements_by_xxx的形式是查找到多个元素,结果为列表 #===============示范用法=================== # 一、find_element_by_id print(driver.find_element_by_id('kw')) # 二、find_element_by_link_text # login=driver.find_element_by_link_text('登陆') # login.click() # 三、find_element_by_partial_link_text login=driver.find_elements_by_partial_link_text('录')[0] login.click() # 四、find_element_by_tag_name print(driver.find_element_by_tag_name('a')) # 五、find_element_by_class_name button=wait.until(EC.element_to_be_clickable((By.CLASS_NAME,'tang-pass-footerBarULogin'))) button.click() # 六、find_element_by_name input_user=wait.until(EC.presence_of_element_located((By.NAME,'userName'))) input_pwd=wait.until(EC.presence_of_element_located((By.NAME,'password'))) commit=wait.until(EC.element_to_be_clickable((By.ID,'TANGRAM__PSP_10__submit'))) input_user.send_keys('18611453110') input_pwd.send_keys('lhf@094573') commit.click() # 七、find_element_by_css_selector driver.find_element_by_css_selector('#kw') # 八、find_element_by_xpath time.sleep(5) finally: # driver.close() driver.quit() # 这个是杀掉进程。
2:xpathgit
#官网连接:http://selenium-python.readthedocs.io/locating-elements.html from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 import time driver=webdriver.PhantomJS() driver.get('https://doc.scrapy.org/en/latest/_static/selectors-sample1.html') # wait=WebDriverWait(driver,3) driver.implicitly_wait(3) #使用隐式等待 try: # find_element_by_xpath #//与/ # driver.find_element_by_xpath('//body/a') # 开头的//表明从整篇文档中寻找,body以后的/表明body的儿子,这一行找不到就会报错了 driver.find_element_by_xpath('//body//a') # 开头的//表明从整篇文档中寻找,body以后的//表明body的子子孙孙 driver.find_element_by_css_selector('body a') #取第n个 res1=driver.find_elements_by_xpath('//body//a[1]') #取第一个a标签 print(res1[0].text) #按照属性查找,下述三者查找效果同样 res1=driver.find_element_by_xpath('//a[5]') res2=driver.find_element_by_xpath('//a[@href="image5.html"]') res3=driver.find_element_by_xpath('//a[contains(@href,"image5")]') #模糊查找 print('==>', res1.text) print('==>',res2.text) print('==>',res3.text) #其余 res1=driver.find_element_by_xpath('/html/body/div/a') print(res1.text) res2=driver.find_element_by_xpath('//a[img/@src="image3_thumb.jpg"]') #找到子标签img的src属性为image3_thumb.jpg的a标签 print(res2.tag_name,res2.text) res3 = driver.find_element_by_xpath("//input[@name='continue'][@type='button']") #查看属性name为continue且属性type为button的input标签 res4 = driver.find_element_by_xpath("//*[@name='continue'][@type='button']") #查看属性name为continue且属性type为button的全部标签 time.sleep(5) finally: # driver.close() driver.quit()
3:获取标签属性github
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 browser=webdriver.Chrome() browser.get('https://www.amazon.cn/') wait=WebDriverWait(browser,10) wait.until(EC.presence_of_element_located((By.ID,'cc-lm-tcgShowImgContainer'))) tag=browser.find_element(By.CSS_SELECTOR,'#cc-lm-tcgShowImgContainer img') #获取标签属性, print(tag.get_attribute('src')) #获取标签ID,位置,名称,大小(了解) print(tag.id) print(tag.location) print(tag.tag_name) print(tag.size) # browser.close()
browser.quit()
五:等待元素被加载web
#一、selenium只是模拟浏览器的行为,而浏览器解析页面是须要时间的(执行css,js),一些元素可能须要过一段时间才能加载出来,为了保证能查找到元素,必须等待 #二、等待的方式分两种: 隐式等待:在browser.get('xxx')前就设置,针对全部元素有效 显式等待:在browser.get('xxx')以后设置,只针对某个元素有效
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 browser=webdriver.Chrome() #隐式等待:在查找全部元素时,若是还没有被加载,则等10秒 browser.implicitly_wait(10) browser.get('https://www.baidu.com') input_tag=browser.find_element_by_id('kw') input_tag.send_keys('美女') input_tag.send_keys(Keys.ENTER) contents=browser.find_element_by_id('content_left') #没有等待环节而直接查找,找不到则会报错 print(contents) browser.close()
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 browser=webdriver.Chrome() browser.get('https://www.baidu.com') input_tag=browser.find_element_by_id('kw') input_tag.send_keys('555') input_tag.send_keys(Keys.ENTER) #显式等待:显式地等待某个元素被加载 wait=WebDriverWait(browser,10) wait.until(EC.presence_of_element_located((By.ID,'content_left'))) contents=browser.find_element(By.CSS_SELECTOR,'#content_left') print(contents) browser.close()
六:元素交互操做
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 browser=webdriver.Chrome() browser.get('https://www.amazon.cn/') wait=WebDriverWait(browser,10) input_tag=wait.until(EC.presence_of_element_located((By.ID,'twotabsearchtextbox'))) input_tag.send_keys('iphone 8') button=browser.find_element_by_css_selector('#nav-search > form > div.nav-right > div > input') button.click() import time time.sleep(3) input_tag=browser.find_element_by_id('twotabsearchtextbox') input_tag.clear() #清空输入框 input_tag.send_keys('iphone7plus') button=browser.find_element_by_css_selector('#nav-search > form > div.nav-right > div > input') button.click() # browser.close()
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By # 按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys # 键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait # 等待页面加载某些元素 import time driver = webdriver.Chrome() driver.get('http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable') wait=WebDriverWait(driver,3) # driver.implicitly_wait(3) # 使用隐式等待 try: driver.switch_to.frame('iframeResult') ##切换到iframeResult sourse=driver.find_element_by_id('draggable') target=driver.find_element_by_id('droppable') #方式一:基于同一个动做链串行执行 # actions=ActionChains(driver) #拿到动做链对象 # actions.drag_and_drop(sourse,target) #把动做放到动做链中,准备串行执行 # actions.perform() #方式二:不一样的动做链,每次移动的位移都不一样 ActionChains(driver).click_and_hold(sourse).perform() distance=target.location['x']-sourse.location['x'] track=0 while track < distance: ActionChains(driver).move_by_offset(xoffset=2,yoffset=0).perform() track+=2 ActionChains(driver).release().perform() time.sleep(10) finally: driver.close() Action Chains
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 try: browser=webdriver.Chrome() browser.get('https://www.baidu.com') browser.execute_script('alert("hello world")') #打印警告 finally: browser.close() 在交互动做比较难实现的时候能够本身写JS(万能方法)
#frame至关于一个单独的网页,在父frame里是没法直接查看到子frame的元素的,必须switch_to_frame切到该frame下,才能进一步查找 from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 try: browser=webdriver.Chrome() browser.get('http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable') browser.switch_to.frame('iframeResult') #切换到id为iframeResult的frame tag1=browser.find_element_by_id('droppable') print(tag1) # tag2=browser.find_element_by_id('textareaCode') #报错,在子frame里没法查看到父frame的元素 browser.switch_to.parent_frame() #切回父frame,就能够查找到了 tag2=browser.find_element_by_id('textareaCode') print(tag2) finally: browser.close() 补充:frame的切换
七:其余chrome
#模拟浏览器的前进后退 import time from selenium import webdriver browser=webdriver.Chrome() browser.get('https://www.baidu.com') browser.get('https://www.taobao.com') browser.get('http://www.sina.com.cn/') browser.back() time.sleep(10) browser.forward() browser.close()
#cookies from selenium import webdriver browser=webdriver.Chrome() browser.get('https://www.zhihu.com/explore') print(browser.get_cookies()) browser.add_cookie({'k1':'xxx','k2':'yyy'}) print(browser.get_cookies()) # browser.delete_all_cookies() cookies
#选项卡管理:切换选项卡,有js的方式windows.open,有windows快捷键:ctrl+t等,最通用的就是js的方式 import time from selenium import webdriver browser=webdriver.Chrome() browser.get('https://www.baidu.com') browser.execute_script('window.open()') print(browser.window_handles) #获取全部的选项卡 browser.switch_to_window(browser.window_handles[1]) browser.get('https://www.taobao.com') time.sleep(10) browser.switch_to_window(browser.window_handles[0]) browser.get('https://www.sina.com.cn') browser.close() 选项卡管理
from selenium import webdriver from selenium.common.exceptions import TimeoutException,NoSuchElementException,NoSuchFrameException try: browser=webdriver.Chrome() browser.get('http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable') browser.switch_to.frame('iframssseResult') except TimeoutException as e: print(e) except NoSuchFrameException as e: print(e) finally: browser.close() 异常处理
八:项目练习npm
import time from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 # 该代码生效与 2018-01-18 不知道何时会变。重在学习流程。 # username = '1111111' # password = '2222222' # # try: # browser = webdriver.Chrome() # browser.get('https://mail.163.com') # browser.implicitly_wait(5) # frame = browser.find_element_by_id('x-URS-iframe') # 这个163有点骚气,须要进入到该id下的iframe # browser.switch_to.frame(frame) # # user_tag = browser.find_element_by_id('auto-id-1516274652838') # user_tag.send_keys(username) # pwd_tag = browser.find_element_by_id('auto-id-1516274652839') # pwd_tag.send_keys(password) # # pwd_tag.send_keys(Keys.ENTER) # login = browser.find_elements_by_id('dologin') # # # 这里若是有验证码。。。 原谅我,我还在学习破解该验证码方式。 # # 。。。略略略 browser = webdriver.Chrome() try: browser.get('http://mail.163.com/') wait = WebDriverWait(browser, 5) frame = wait.until(EC.presence_of_element_located((By.ID, 'x-URS-iframe'))) browser.switch_to.frame(frame) wait.until(EC.presence_of_element_located((By.CSS_SELECTOR, '.m-container'))) inp_user = browser.find_element_by_name('email') inp_pwd = browser.find_element_by_name('password') button = browser.find_element_by_id('dologin') inp_user.send_keys('66666') inp_pwd.send_keys('xxxx') button.click() wait.until(EC.presence_of_element_located((By.ID, 'dvNavTop'))) write_msg = browser.find_elements_by_css_selector('#dvNavTop li')[1] # 获取第二个li标签就是“写信”了 write_msg.click() wait.until(EC.presence_of_element_located((By.CLASS_NAME, 'tH0'))) recv_man = browser.find_element_by_class_name('nui-editableAddr-ipt') title = browser.find_element_by_css_selector('.dG0 .nui-ipt-input') recv_man.send_keys('666@qq.com') title.send_keys('8787') print(title.tag_name) frame = wait.until(EC.presence_of_element_located((By.CLASS_NAME, 'APP-editor-iframe'))) browser.switch_to.frame(frame) body = browser.find_element(By.CSS_SELECTOR, 'body') body.send_keys('666,wenwenwen') browser.switch_to.parent_frame() # 切回他爹 send_button = browser.find_element_by_class_name('nui-toolbar-item') send_button.click() # 能够睡时间久一点别让浏览器关掉,看看发送成功没有 import time time.sleep(100) except Exception as e: print(e) finally: browser.quit()
import time from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什么方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #键盘按键操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待页面加载某些元素 # 爬取天猫撸撸杯 def get_goods(browser): goods = browser.find_elements_by_class_name('J_MouserOnverReq') # print(goods) msgs=[] for detail_good in goods: tag_a = detail_good.find_element_by_css_selector('.pic > .pic-link') detail_url =tag_a.get_attribute('href') detail_name = tag_a.find_element_by_tag_name('img').get_attribute('alt') detail_price = tag_a.get_attribute('trace-price') detail_pic = tag_a.find_element_by_tag_name('img').get_attribute('src') msg=""" 🎃🎃🎃🎃🎃 商品名称:{0}, 商品连接:{1}, 商品价钱:{2}, 商品图片:{3} """.format(detail_name,detail_url,detail_price,detail_pic) msgs.append(msg) with open('saosao','w') as f : for x in msgs: f.write(x) def spider(url,keyword): try: browser = webdriver.Chrome() browser.get(url) browser.implicitly_wait(10) # 找到搜索框,并输入关键字 # browser.find_element_by_css_selector('div .s-combobox-input > input') search_tag = browser.find_element_by_id('q') search_tag.send_keys(keyword) search_tag.send_keys(Keys.ENTER) get_goods(browser) time.sleep(50) # print(browser) finally: browser.quit() url='https://www.taobao.com' keyword = '撸撸杯' # 执行 if __name__ == '__main__': spider(url,keyword)