Python selenium模擬網(wǎng)頁(yè)點(diǎn)擊爬蟲(chóng)交管12123違章數(shù)據(jù)
在上一篇文章《Python教程—模擬網(wǎng)頁(yè)點(diǎn)擊爬蟲(chóng)定位系統(tǒng)》講解怎么通過(guò)模擬點(diǎn)擊方式爬取車(chē)輛定位數(shù)據(jù),本次介紹怎么以模擬點(diǎn)擊方式進(jìn)入交管12123爬取車(chē)輛違章數(shù)據(jù),本文直接講解過(guò)程,使用的命令解釋見(jiàn)上一篇文章。本文同《Python教程—模擬網(wǎng)頁(yè)點(diǎn)擊爬蟲(chóng)定位系統(tǒng)》同樣為企業(yè)中實(shí)際的爬蟲(chóng)案例,如果之后想進(jìn)入車(chē)企行業(yè)可以做個(gè)了解。
準(zhǔn)備工具:spyder、selenium庫(kù)、google瀏覽器及對(duì)應(yīng)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(hào)密碼,該網(wǎng)址比較麻煩的一點(diǎn)是開(kāi)始點(diǎn)擊登錄的時(shí)候網(wǎng)頁(yè)可能會(huì)有其他彈窗出現(xiàn),使得原有路徑改變,程序會(huì)因?yàn)檎也坏綄?duì)應(yīng)路徑而報(bào)錯(cuò),重新執(zhí)行程序即可。除了模擬點(diǎn)擊登錄,還可以直接通過(guò)Cookie直接登錄網(wǎng)頁(yè),這種方式就可以繞過(guò)登錄的繁瑣步驟。
調(diào)用庫(kù)
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(chē)牌號(hào)
data = xlrd.open_workbook('cheliang.xlsx')
創(chuàng)建瀏覽,打開(kāi)網(wǎng)頁(yè)
opt = webdriver.ChromeOptions() #創(chuàng)建瀏覽 #opt.set_headless() #無(wú)窗口模式 driver = webdriver.Chrome(options=opt) #創(chuàng)建瀏覽器對(duì)象 driver.maximize_window() #最大化窗口 print("正在打開(kāi)網(wǎng)頁(yè)") driver.get('') #打開(kāi)網(wǎng)頁(yè)
依次點(diǎn)擊單位登錄、輸入賬號(hào)、密碼、點(diǎn)擊驗(yàn)證碼填寫(xiě)區(qū)域觸發(fā)圖片、勾選、輸入驗(yàn)證碼、點(diǎn)擊登錄
time.sleep(3) #加載等待 print("點(diǎn)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(diǎn)擊單位登錄 time.sleep(3) #加載等待 print("正在填寫(xiě)賬號(hào)") 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(hào) elem.send_keys("") time.sleep(1) #加載等待 print("正在填寫(xiě)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(yàn)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(yàn)證碼 print("請(qǐng)輸入驗(yàn)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(yàn)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(diǎn)擊
點(diǎn)擊違法查詢,設(shè)置查詢時(shí)間
driver.find_element_by_xpath("/html/body/div[4]/div/div[1]/div/div[2]/form[1]/div[5]/button").click()#點(diǎn)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(diǎn)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(diǎn)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(diǎn)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(diǎn)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(diǎn)擊
循環(huán)依次查詢每個(gè)車(chē)牌違章信息,每次都需要清空上次輸入,填寫(xiě)本次查詢車(chē)牌,識(shí)別有多少條數(shù)據(jù),共多少頁(yè),每頁(yè)最多展示10條,最后一頁(yè)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(chē)') # 填寫(xiě)車(chē)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(chē)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(diǎn)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(yè)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(diǎn)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(kāi)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(chē)的數(shù)據(jù)就寫(xiě)入表格中
with open(wenjian,'w',encoding='utf-8',newline='') as fp: writer = csv.writer(fp) writer.writerows(R) #寫(xiě)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(wú)窗口模式 driver = webdriver.Chrome(options=opt) #創(chuàng)建瀏覽器對(duì)象 driver.maximize_window() #最大化窗口 print("正在打開(kāi)網(wǎng)頁(yè)") driver.get('') #打開(kāi)網(wǎng)頁(yè) time.sleep(3) #加載等待 print("點(diǎn)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(diǎn)擊單位登錄 time.sleep(3) #加載等待 print("正在填寫(xiě)賬號(hào)") 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(hào) elem.send_keys("") time.sleep(1) #加載等待 print("正在填寫(xiě)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(yàn)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(yàn)證碼 print("請(qǐng)輸入驗(yàn)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(yàn)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(diǎn)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(diǎn)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(diǎn)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(diǎn)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(diǎn)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(diǎn)擊 wenjian=datetime.datetime.now().strftime('%Y-%m-%d-%H%M%S') #以開(kāi)始時(shí)間作為數(shù)據(jù)導(dǎo)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(chē)') # 填寫(xiě)車(chē)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(chē)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(diǎn)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(yè)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(kāi)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(diǎn)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(diǎn)擊列表中的元素 #time.sleep(0.5) #加載等待 driver.find_element_by_link_text("下一頁(yè)").click()#翻頁(yè) 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(kāi)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(kāi)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(xiě)入數(shù)據(jù)
到此這篇關(guān)于Python selenium模擬網(wǎng)頁(yè)點(diǎn)擊爬蟲(chóng)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(diǎn)擊爬蟲(chóng)內(nèi)容請(qǐng)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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