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Python selenium模擬網(wǎng)頁點擊爬蟲交管12123違章數(shù)據(jù)

在上一篇文章《Python教程—模擬網(wǎng)頁點擊爬蟲定位系統(tǒng)》講解怎么通過模擬點擊方式爬取車輛定位數(shù)據(jù)，本次介紹怎么以模擬點擊方式進入交管12123爬取車輛違章數(shù)據(jù)，本文直接講解過程，使用的命令解釋見上一篇文章。本文同《Python教程—模擬網(wǎng)頁點擊爬蟲定位系統(tǒng)》同樣為企業(yè)中實際的爬蟲案例，如果之后想進入車企行業(yè)可以做個了解。

準備工具：spyder、selenium庫、google瀏覽器及對應版本的chromedriver.exe

效果

注：分享此案例目的是為了幫助同行解放雙手，更好管理企業(yè)資產(chǎn)，本文程序以刪除網(wǎng)址、賬號密碼，該網(wǎng)址比較麻煩的一點是開始點擊登錄的時候網(wǎng)頁可能會有其他彈窗出現(xiàn)，使得原有路徑改變，程序會因為找不到對應路徑而報錯，重新執(zhí)行程序即可。除了模擬點擊登錄，還可以直接通過Cookie直接登錄網(wǎng)頁，這種方式就可以繞過登錄的繁瑣步驟。

調(diào)用庫

from selenium import webdriver
import time
import csv
import datetime
from selenium.webdriver.common.by import By
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.wait import WebDriverWait
import math
import xlrd

讀取需要查詢的車牌號

data = xlrd.open_workbook('cheliang.xlsx')

創(chuàng)建瀏覽，打開網(wǎng)頁

opt = webdriver.ChromeOptions()   #創(chuàng)建瀏覽
#opt.set_headless()    #無窗口模式
driver = webdriver.Chrome(options=opt)  #創(chuàng)建瀏覽器對象
driver.maximize_window()   #最大化窗口

print("正在打開網(wǎng)頁")
driver.get('') #打開網(wǎng)頁

依次點擊單位登錄、輸入賬號、密碼、點擊驗證碼填寫區(qū)域觸發(fā)圖片、勾選、輸入驗證碼、點擊登錄

time.sleep(3)     #加載等待
print("點擊單位登錄")
time.sleep(3)     #加載等待
driver.find_element_by_xpath("/html/body/div[1]/div[2]/div/div[2]/div[2]/button").click()#點擊單位登錄

time.sleep(3)     #加載等待
print("正在填寫賬號")
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[1]/div/input")
# 清空原有內(nèi)容
elem.clear()
# 填入賬號
elem.send_keys("")

time.sleep(1)     #加載等待
print("正在填寫密碼")
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[2]/div/input")
# 清空原有內(nèi)容
elem.clear()
# 填入密碼
elem.send_keys("")

time.sleep(1)     #加載等待
print("正在查看驗證碼")
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[3]/div/input").click()#查看驗證碼
print("請輸入驗證碼")
yanzhengma=input()

time.sleep(1)     #加載等待
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[4]/div/label/input").click()#勾選

time.sleep(1)     #加載等待
# 填入驗證碼
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[3]/div/input")
elem.clear()
elem.send_keys(str(yanzhengma))

time.sleep(1)     #加載等待
print("正在登陸")
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[5]/button").click()#點擊

點擊違法查詢，設置查詢時間

driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[5]/button").click()#點擊
 
time.sleep(3)     #加載等待
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/ul/li[5]/a").click()#點擊違法查詢
 
time.sleep(1)     #加載等待
driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[1]/div/div[1]/span/i").click()#點擊選擇日期
 
for i in range(3):
    time.sleep(0.5)     #加載等待
    driver.find_element_by_xpath("/html/body/div[6]/div[4]/table/thead/tr/th[1]/i").click()#點擊
 
time.sleep(0.5)     #加載等待
driver.find_element_by_xpath("/html/body/div[6]/div[4]/table/tbody/tr/td/span[1]").click()#點擊
 
time.sleep(0.5)     #加載等待
driver.find_element_by_xpath("/html/body/div[6]/div[3]/table/tbody/tr[2]/td[1]").click()#點擊

循環(huán)依次查詢每個車牌違章信息，每次都需要清空上次輸入，填寫本次查詢車牌，識別有多少條數(shù)據(jù)，共多少頁，每頁最多展示10條，最后一頁有多少條數(shù)據(jù)

for ii in range(0,nrows):
    rowValues= table.row_values(ii) #某一行數(shù)據(jù)
    print('正在讀取第'+str(ii+1)+'輛車')
# 填寫車牌
    time.sleep(0.5)     #加載等待
    elem = driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[3]/div/input")
    elem.clear()
    elem.send_keys(rowValues)#輸入車牌
    time.sleep(0.1)     #加載等待
    driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[4]/button").click()#點擊查詢
    time.sleep(0.5)     #加載等待
    result=driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[2]/div[1]/div/p/span").text#總違章條數(shù)
    result=int(result)
    a=math.ceil(result/10)#總頁數(shù)
    b=result%10 #除余

讀取列表中的數(shù)據(jù)，其中扣分和罰款需要點擊"查看詳情"，從彈窗中讀取數(shù)據(jù)

result1=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[1]"))).text
result2=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[2]"))).text
result3=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[3]"))).text
result4=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[4]"))).text
result5=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[5]"))).text
result6=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[6]"))).text
result7=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[7]"))).text
WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[8]/a"))).click()#查看詳情，打開彈窗
time.sleep(1)     #加載等待
result8=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[7]/span[2]"))).text
result9=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[8]/span[2]"))).text
result=[result1,result2,result3,result4,result5,result6,result7,result8,result9]
R.append(result)
WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://div[@class='modal-footer ui_modal']/button"))).click()#關(guān)閉彈窗
time.sleep(0.5)     #加載等待

每讀取一輛車的數(shù)據(jù)就寫入表格中

with open(wenjian,'w',encoding='utf-8',newline='') as fp:
    writer = csv.writer(fp)
    writer.writerows(R) #寫入數(shù)據(jù)

完整代碼

from selenium import webdriver
import time
import csv
import datetime
from selenium.webdriver.common.by import By
from selenium.webdriver.support import expected_conditions as EC
from selenium.webdriver.support.wait import WebDriverWait
import math
import xlrd
data = xlrd.open_workbook('cheliang.xlsx')
table = data.sheets()[0]
nrows = table.nrows #行數(shù)
ncols = table.ncols #列數(shù)
 
opt = webdriver.ChromeOptions()   #創(chuàng)建瀏覽
#opt.set_headless()    #無窗口模式
driver = webdriver.Chrome(options=opt)  #創(chuàng)建瀏覽器對象
driver.maximize_window()   #最大化窗口
 
print("正在打開網(wǎng)頁")
driver.get('') #打開網(wǎng)頁
 
time.sleep(3)     #加載等待
print("點擊單位登錄")
time.sleep(3)     #加載等待
driver.find_element_by_xpath("/html/body/div[1]/div[2]/div/div[2]/div[2]/button").click()#點擊單位登錄
 
time.sleep(3)     #加載等待
print("正在填寫賬號")
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[1]/div/input")
# 清空原有內(nèi)容
elem.clear()
# 填入賬號
elem.send_keys("")
 
time.sleep(1)     #加載等待
print("正在填寫密碼")
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[2]/div/input")
# 清空原有內(nèi)容
elem.clear()
# 填入密碼
elem.send_keys("")
 
time.sleep(1)     #加載等待
print("正在查看驗證碼")
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[3]/div/input").click()#查看驗證碼
print("請輸入驗證碼")
yanzhengma=input()
 
time.sleep(1)     #加載等待
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[4]/div/label/input").click()#勾選
 
time.sleep(1)     #加載等待
# 填入驗證碼
elem = driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[3]/div/input")
elem.clear()
elem.send_keys(str(yanzhengma))
 
 
time.sleep(1)     #加載等待
print("正在登陸")
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[5]/button").click()#點擊
 
time.sleep(3)     #加載等待
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/ul/li[5]/a").click()#點擊違法查詢
 
time.sleep(1)     #加載等待
driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[1]/div/div[1]/span/i").click()#點擊選擇日期
 
for i in range(3):
    time.sleep(0.5)     #加載等待
    driver.find_element_by_xpath("/html/body/div[6]/div[4]/table/thead/tr/th[1]/i").click()#點擊
 
time.sleep(0.5)     #加載等待
driver.find_element_by_xpath("/html/body/div[6]/div[4]/table/tbody/tr/td/span[1]").click()#點擊
 
time.sleep(0.5)     #加載等待
driver.find_element_by_xpath("/html/body/div[6]/div[3]/table/tbody/tr[2]/td[1]").click()#點擊
 
wenjian=datetime.datetime.now().strftime('%Y-%m-%d-%H%M%S') #以開始時間作為數(shù)據(jù)導出的表格文件名
wenjian=wenjian+'.csv'
 
R=[]
for ii in range(0,nrows):
    rowValues= table.row_values(ii) #某一行數(shù)據(jù)
    print('正在讀取第'+str(ii+1)+'輛車')
    # 填寫車牌
    time.sleep(0.5)     #加載等待
    elem = driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[3]/div/input")
    elem.clear()
    elem.send_keys(rowValues)#輸入車牌
    time.sleep(0.1)     #加載等待
    driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[1]/div[2]/form/div[4]/button").click()#點擊查詢
    time.sleep(0.5)     #加載等待
    result=driver.find_element_by_xpath("/html/body/div[3]/div/div[2]/div[2]/div[1]/div/p/span").text#總違章條數(shù)
    result=int(result)
    a=math.ceil(result/10)#總頁數(shù)
    b=result%10 #除余
    
    for i in range(1,a):
        for j in range(1,11):
            
            result1=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[1]"))).text
            result2=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[2]"))).text
            result3=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[3]"))).text
            result4=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[4]"))).text
            result5=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[5]"))).text
            result6=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[6]"))).text
            result7=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[7]"))).text
            #result1=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[1]").text
            #result2=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[2]").text
            #result3=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[3]").text
            #result4=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[4]").text
            #result5=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[5]").text
            #result6=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[6]").text
            #result7=driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[7]").text
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[8]/a"))).click()#查看詳情，打開彈窗
            time.sleep(1)     #加載等待
            #driver.find_element_by_xpath("http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[8]/a").click()#點擊列表中的元素
            #time.sleep(0.5)     #加載等待
            result8=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[7]/span[2]"))).text
            result9=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[8]/span[2]"))).text
            #result8=driver.find_element_by_xpath("http://form[@class='form-horizontal']/div[7]/span[2]").text
            #result9=driver.find_element_by_xpath("http://form[@class='form-horizontal']/div[8]/span[2]").text
            result=[result1,result2,result3,result4,result5,result6,result7,result8,result9]
            R.append(result)
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://div[@class='modal-footer ui_modal']/button"))).click()#關(guān)閉彈窗
            time.sleep(0.5)     #加載等待
            #driver.find_element_by_xpath("http://div[@class='modal-footer ui_modal']/button").click()#點擊列表中的元素
            #time.sleep(0.5)     #加載等待
            
        driver.find_element_by_link_text("下一頁").click()#翻頁
        time.sleep(0.5)     #加載等待   
        
    if b>0:
        for j in range(1,b+1):
            result1=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[1]"))).text
            result2=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[2]"))).text
            result3=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[3]"))).text
            result4=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[4]"))).text
            result5=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[5]"))).text
            result6=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[6]"))).text
            result7=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[7]"))).text
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[8]/a"))).click()#查看詳情，打開彈窗
            time.sleep(1)     #加載等待
            result8=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[7]/span[2]"))).text
            result9=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[8]/span[2]"))).text
            result=[result1,result2,result3,result4,result5,result6,result7,result8,result9]
            R.append(result)
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://div[@class='modal-footer ui_modal']/button"))).click()#關(guān)閉彈窗
            time.sleep(0.5)     #加載等待
 
    if b==0:
        for j in range(1,11):
            result1=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[1]"))).text
            result2=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[2]"))).text
            result3=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[3]"))).text
            result4=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[4]"))).text
            result5=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[5]"))).text
            result6=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[6]"))).text
            result7=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[7]"))).text
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://table[@id='my-msg-list']/tbody/tr["+str(j)+"]/td[8]/a"))).click()#查看詳情，打開彈窗
            time.sleep(1)     #加載等待
            result8=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[7]/span[2]"))).text
            result9=WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://form[@class='form-horizontal']/div[8]/span[2]"))).text
            result=[result1,result2,result3,result4,result5,result6,result7,result8,result9]
            R.append(result)
            WebDriverWait(driver,10).until(EC.element_to_be_clickable((By.XPATH,"http://div[@class='modal-footer ui_modal']/button"))).click()#關(guān)閉彈窗
            time.sleep(0.5)     #加載等待
   
    time.sleep(0.5)     #加載等待
    with open(wenjian,'w',encoding='utf-8',newline='') as fp:
        writer = csv.writer(fp)
        writer.writerows(R) #寫入數(shù)據(jù)

到此這篇關(guān)于Python selenium模擬網(wǎng)頁點擊爬蟲交管12123違章數(shù)據(jù)的文章就介紹到這了,更多相關(guān)Python selenium模擬點擊爬蟲內(nèi)容請搜索腳本之家以前的文章或繼續(xù)瀏覽下面的相關(guān)文章希望大家以后多多支持腳本之家！

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