# login12306_02
# 图像识别涉及到深度学习,这里直接将验证码识别任务发送到大佬的验证码解析地址,不过现在已经失效了,程序跑到这会报错。
# 用户名和密码存储在本地工作目录中的 username_password_12306.txt文件中。
from selenium import webdriver
from selenium.webdriver import ActionChains
from selenium.webdriver.common.by import By
from selenium.webdriver.support.wait import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
import base64
import re
import time
import requests
class Login(object):
def __init__(self, driver):
self.driver = driver
# 图片验证码坐标
self.coordinate = [[-105, -20], [-35, -20], [40, -20], [110, -20], [-105, 50], [-35, 50], [40, 50], [110, 50]]
def get_login_info(self):
with open('username_password_12306.txt', 'r') as file_obj:
lines = file_obj.readlines()
username = lines[0].split()
password = lines[1].split()
return [username, password]
def login(self):
# 读取文件,获取账号和密码
username = self.get_login_info()[0]
password = self.get_login_info()[1]
# 12306登陆页面
login_url = "https://kyfw.12306.cn/otn/resources/login.html"
# 设置浏览器长宽
self.driver.set_window_size(1200, 900)
# 打开登陆页面
self.driver.get(login_url)
# 找到账号登陆按钮 (有两种登陆方式,一种是扫码登录,一种是账号登录)。
account = self.driver.find_element_by_class_name("login-hd-account")
# 点击按钮
account.click()
# 找到用户名输入框
userName = self.driver.find_element_by_id("J-userName")
# 输入用户名
userName.send_keys(username)
# 找到密码输入框
passWord = self.driver.find_element_by_id("J-password")
# 输入密码
passWord.send_keys(password)
def getVerifyImage(self):
try:
# 找到图片验证码标签
img_element = WebDriverWait(self.driver, 100).until(
EC.presence_of_element_located((By.ID, "J-loginImg"))
)
except Exception as e:
print(u"验证码未加载,请检查您的网络设置!")
# 获取图片验证码的src属性,就是图片base64加密后的数据
base64_str = img_element.get_attribute("src").split(",")[-1]
# base64解码得到图片的数据
imgdata = base64.b64decode(base64_str)
# 存入img.jpg
with open('img.jpg', 'wb') as file:
file.write(imgdata)
self.img_element = img_element
def getVerifyResult(self):
'''解析返回结果,将坐标存放到列表里'''
# 12306验证码识别网址
url = "http://littlebigluo.qicp.net:47720/" # 目前,这个网址被封了,无法使用
# 发送post请求把图片数据带上
response = requests.request("POST", url, data={"type": "1"}, files={'pic_xxfile': open('img.jpg', 'rb')})
result = []
print(response.text)
# 返回识别结果
for i in re.findall("<B>(.*)</B>", response.text)[0].split(" "):
result.append(int(i) - 1)
self.result = result
print(result)
def moveAndClick(self):
# 根据目标验证码的位置,点击相应的图片。
try:
# 创建鼠标对象
Action = ActionChains(self.driver)
for i in self.result:
# 根据获取的结果取坐标选择图片并点击
Action.move_to_element(self.img_element).move_by_offset(self.coordinate[i][0],
self.coordinate[i][1]).click()
Action.perform()
except Exception as e:
print(e)
def submit(self):
# 点击登陆按钮
self.driver.find_element_by_id("J-login").click()
if __name__ == '__main__':
driver=webdriver.Firefox()
login = Login(driver)
login.login()
time.sleep(3)
login.getVerifyImage()
time.sleep(1)
login.getVerifyResult()
time.sleep(1)
login.moveAndClick()
time.sleep(1)
login.submit()
time.sleep(10)
# driver.close()
# driver.quit()
参考资料:
https://www.52pojie.cn/thread-1048861-1-1.html