一:介紹php
selenium最初是一個自動化測試工具,而爬蟲中使用它主要是爲了解決requests沒法直接執行JavaScript代碼的問題 selenium本質是經過驅動瀏覽器,徹底模擬瀏覽器的操做,好比跳轉、輸入、點擊、下拉等,來拿到網頁渲染以後的結果,可支持多種瀏覽器 from selenium import webdriver browser=webdriver.Chrome() browser=webdriver.Firefox() browser=webdriver.PhantomJS() browser=webdriver.Safari() browser=webdriver.Edge()
二:安裝css
#安裝:selenium+chromedriver pip3 install selenium 下載chromdriver.exe放到python安裝路徑的scripts目錄中便可,注意最新版本是2.35,並不是2.9 國內鏡像網站地址:http://npm.taobao.org/mirrors/chromedriver/ 最新的版本去官網找:https://sites.google.com/a/chromium.org/chromedriver/downloads #驗證安裝 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() #彈出瀏覽器 >>> driver.get('https://www.baidu.com') >>> driver.page_source #注意: selenium3默認支持的webdriver是Firfox,而Firefox須要安裝geckodriver 下載連接:https://github.com/mozilla/geckodriver/releases
#安裝:selenium+phantomjs pip3 install selenium 下載phantomjs,解壓後把phantomjs.exe所在的bin目錄放到環境變量 下載連接:http://phantomjs.org/download.html #驗證安裝 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() #無界面瀏覽器 >>> 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 #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 browser=webdriver.Chrome() try: browser.get('https://www.baidu.com') input_tag=browser.find_element_by_id('kw') input_tag.send_keys('666') #python2中輸入中文錯誤,字符串前加個u input_tag.send_keys(Keys.ENTER) #輸入回車 wait=WebDriverWait(browser,10) wait.until(EC.presence_of_element_located((By.ID,'content_left'))) #等到id爲content_left的元素加載完畢,最多等10秒 print(browser.page_source) print(browser.current_url) print(browser.get_cookies()) finally: browser.close()
四:選擇器python
1:基本用法jquery
#官網連接:http://selenium-python.readthedocs.io/locating-elements.html from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 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 # 強調: # 一、上述都可以改寫成find_element(By.ID,'kw')的形式 # 二、find_elements_by_xxx的形式是查找到多個元素,結果爲列表 #===============示範用法=================== # 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('登陸') # login.click() # 三、find_element_by_partial_link_text login=driver.find_elements_by_partial_link_text('錄')[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() # 這個是殺掉進程。
2:xpathgit
#官網連接:http://selenium-python.readthedocs.io/locating-elements.html from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 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) #使用隱式等待 try: # find_element_by_xpath #//與/ # driver.find_element_by_xpath('//body/a') # 開頭的//表明從整篇文檔中尋找,body以後的/表明body的兒子,這一行找不到就會報錯了 driver.find_element_by_xpath('//body//a') # 開頭的//表明從整篇文檔中尋找,body以後的//表明body的子子孫孫 driver.find_element_by_css_selector('body a') #取第n個 res1=driver.find_elements_by_xpath('//body//a[1]') #取第一個a標籤 print(res1[0].text) #按照屬性查找,下述三者查找效果同樣 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) #其餘 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"]') #找到子標籤img的src屬性爲image3_thumb.jpg的a標籤 print(res2.tag_name,res2.text) res3 = driver.find_element_by_xpath("//input[@name='continue'][@type='button']") #查看屬性name爲continue且屬性type爲button的input標籤 res4 = driver.find_element_by_xpath("//*[@name='continue'][@type='button']") #查看屬性name爲continue且屬性type爲button的全部標籤 time.sleep(5) finally: # driver.close() driver.quit()
3:獲取標籤屬性github
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 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') #獲取標籤屬性, print(tag.get_attribute('src')) #獲取標籤ID,位置,名稱,大小(瞭解) print(tag.id) print(tag.location) print(tag.tag_name) print(tag.size) # browser.close()
browser.quit()
五:等待元素被加載web
#一、selenium只是模擬瀏覽器的行爲,而瀏覽器解析頁面是須要時間的(執行css,js),一些元素可能須要過一段時間才能加載出來,爲了保證能查找到元素,必須等待 #二、等待的方式分兩種: 隱式等待:在browser.get('xxx')前就設置,針對全部元素有效 顯式等待:在browser.get('xxx')以後設置,只針對某個元素有效
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 browser=webdriver.Chrome() #隱式等待:在查找全部元素時,若是還沒有被加載,則等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') #沒有等待環節而直接查找,找不到則會報錯 print(contents) browser.close()
from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 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) #顯式等待:顯式地等待某個元素被加載 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 #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 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() #清空輸入框 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 # 按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys # 鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait # 等待頁面加載某些元素 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) # 使用隱式等待 try: driver.switch_to.frame('iframeResult') ##切換到iframeResult sourse=driver.find_element_by_id('draggable') target=driver.find_element_by_id('droppable') #方式一:基於同一個動做鏈串行執行 # actions=ActionChains(driver) #拿到動做鏈對象 # actions.drag_and_drop(sourse,target) #把動做放到動做鏈中,準備串行執行 # actions.perform() #方式二:不一樣的動做鏈,每次移動的位移都不一樣 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 #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 try: browser=webdriver.Chrome() browser.get('https://www.baidu.com') browser.execute_script('alert("hello world")') #打印警告 finally: browser.close() 在交互動做比較難實現的時候能夠本身寫JS(萬能方法)
#frame至關於一個單獨的網頁,在父frame裏是沒法直接查看到子frame的元素的,必須switch_to_frame切到該frame下,才能進一步查找 from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 try: browser=webdriver.Chrome() browser.get('http://www.runoob.com/try/try.php?filename=jqueryui-api-droppable') browser.switch_to.frame('iframeResult') #切換到id爲iframeResult的frame tag1=browser.find_element_by_id('droppable') print(tag1) # tag2=browser.find_element_by_id('textareaCode') #報錯,在子frame裏沒法查看到父frame的元素 browser.switch_to.parent_frame() #切回父frame,就能夠查找到了 tag2=browser.find_element_by_id('textareaCode') print(tag2) finally: browser.close() 補充:frame的切換
七:其餘chrome
#模擬瀏覽器的前進後退 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
#選項卡管理:切換選項卡,有js的方式windows.open,有windows快捷鍵: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) #獲取全部的選項卡 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() 選項卡管理
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() 異常處理
八:項目練習npm
import time from selenium import webdriver from selenium.webdriver import ActionChains from selenium.webdriver.common.by import By #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 # 該代碼生效與 2018-01-18 不知道何時會變。重在學習流程。 # 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') # 這個163有點騷氣,須要進入到該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') # # # 這裏若是有驗證碼。。。 原諒我,我還在學習破解該驗證碼方式。 # # 。。。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] # 獲取第二個li標籤就是「寫信」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() # 能夠睡時間久一點別讓瀏覽器關掉,看看發送成功沒有 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 #按照什麼方式查找,By.ID,By.CSS_SELECTOR from selenium.webdriver.common.keys import Keys #鍵盤按鍵操做 from selenium.webdriver.support import expected_conditions as EC from selenium.webdriver.support.wait import WebDriverWait #等待頁面加載某些元素 # 爬取天貓擼擼杯 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=""" 🎃🎃🎃🎃🎃 商品名稱:{0}, 商品連接:{1}, 商品價錢:{2}, 商品圖片:{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,並輸入關鍵字 # 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 = '擼擼杯' # 執行 if __name__ == '__main__': spider(url,keyword)