AI自动刷题

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AI自动刷题

以一个python网站为例：

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import time
import re
from playwright.sync_api import sync_playwright
from bs4 import BeautifulSoup
import os
import requests
import json
from openai import OpenAI
import openai


def doubaoAI(user_content):
	# 使用豆包需要自行申请
	client = OpenAI(
		# 此为默认路径，您可根据业务所在地域进行配置
		base_url="xxxx",
		# 从环境变量中获取您的 API Key。此为默认方式，您可根据需要进行修改
		api_key='xxx',
	)

	response = client.chat.completions.create(
		# 指定您创建的方舟推理接入点 ID，此处已帮您修改为您的推理接入点 ID
		model="doubao-seed-1-6-250615",
		messages=[
			{
				"role": "user",
				"content": user_content
			}
		],
	)
	return response.choices[0].message.content


def pollAI(user_content):
	url = "https://text.pollinations.ai/openai"
	availiable_models = ["openai-large", 'openai', 'openai-fast', 'qwen-coder', "grok", 'searchgpt']
	for model in availiable_models:
		try:
			payload = {
				"model": model, # Or "mistral", etc.
				"messages": [
					{"role": "user", "content": user_content}
				],
				"seed": 101,
				"temperature":0.1,
			}
			headers = {
				"Content-Type": "application/json"
			}

			response = requests.post(url, headers=headers, json=payload)
			response.raise_for_status()
			return response.json()['choices'][0]['message']['content']
		except:
			continue


def ai_answer(user_content):
	res = pollAI(user_content)
	return res


def process_div():
	# 获取最新页面内容
	html_content = page.content()
	soup = BeautifulSoup(html_content, "html.parser")
	div = soup.find("div", class_="quiz-content")

	quiz = div.find('div', class_='quiz-question')
	quiz_text = quiz.text
	print(quiz_text)

	answer_box = div.find('div', class_='quiz-right-box')
	labels = answer_box.find_all('label')
	quiz_ls = {}

	input_type = "radio"  # 默认是单选

	quiz_options = ''
	for i, quiz_opt in enumerate(labels):
		quiz_input = quiz_opt.find('input')
		if i == 0:
			input_type = quiz_input.get('type')  # 从第一个选项判断是 radio 还是 checkbox

		option_text = quiz_opt.find('p').text
		quiz_ls[i] = quiz_input.get('value')
		quiz_options += f'{i}:{option_text}\n\n'



	user_content = f'''
你是Python专家，下面是一个python问题，帮我解答一下。

问题是:
{quiz_text}
选项是:
{quiz_options}

只输出答案的编号即可, 如果有多个答案就以英文逗号分隔, 不要输出多余的内容。
'''
	res = ai_answer(user_content)
	res = res.split(',')
	# print(res)
	for r in res:
		input_value = quiz_ls.get(int(r), quiz_ls[0])
		# print(f'选择:{r}  {input_value}')
		selector = f'input[type="{input_type}"][value="{input_value}"]'
		page.click(selector)
	time.sleep(1)


def fake_submit(target_url):
	page.goto(target_url)
	page.wait_for_load_state("networkidle")

	button_start = page.locator('button', has_text=re.compile("Start|Proceed", re.IGNORECASE))
	button_start.click()
	page.wait_for_load_state("networkidle")
	time.sleep(0.5)
	button_accept = page.locator('button').filter(has_text='I accept')
	if button_accept.count() == 1:
		button_accept.click()
		page.wait_for_load_state("networkidle")
		time.sleep(0.5)
		button_start = page.locator('button', has_text=re.compile("Start|Proceed", re.IGNORECASE))
		button_start.click()

	page.wait_for_selector('div.quiz-content')  # 确保题目区域加载

	while True:
		time.sleep(3)
		process_div()  # 每次处理都重新获取 soup & div

		button_next = page.locator('button:has-text("Next")')
		try:
			if button_next.is_visible():
				button_next.click()
				page.wait_for_selector('div.quiz-content')  # 等下一题加载出来
				time.sleep(1)  # 稍微等一下防止卡住
			else:
				break
		except TimeoutError:
			break

	# 先绑定 dialog 事件，准备接受弹窗
	page.on("dialog", lambda dialog: dialog.accept())

	# 点击第一次 Submit
	submit_button = page.locator('button:has-text("Submit")')
	submit_button.click()

	# 等待第二个 Submit 出现并点击
	page.wait_for_selector('button:has-text("Submit")', timeout=5000)
	confirm_submit = page.locator('button:has-text("Submit")')
	confirm_submit.click()

	# 等待模态框加载
	page.wait_for_selector('#submit-quiz-modal', timeout=5000)

	# 点击模态框中的 “Yes”
	page.locator('#submit-quiz-modal button:has-text("Yes")').click()
	time.sleep(5)


# 启动 Playwright
with sync_playwright() as p:
	# 启动浏览器
	browser = p.chromium.launch(headless=True)  # 设置为 False 可观察浏览器操作
	context = browser.new_context()
	page = context.new_page()

	# Step 1: 登录
	login_url = "https://edube.org/login"
	page.goto(login_url)

	# 填写用户名和密码
	page.fill('input[name="_username"]', 'xxx')  # 替换为你的用户名
	page.fill('input[name="_password"]', 'xxx')  # 替换为你的密码

	# 提交登录表单
	page.click('button[type="submit"]')  # 确保选择器是登录按钮的准确选择器

	# 等待导航到登录后的页面
	page.wait_for_load_state('networkidle')

	# url = "https://edube.org/quiz/pe-2/pe2-module-1-quiz-1"  # 替换为目标页面 URL
	quiz_urls = [
		"https://edube.org/quiz/pe-2/pe2-module-1-quiz-1",
		"https://edube.org/quiz/pe-2/pe2-module-1-test-1",
		"https://edube.org/quiz/pe-2/pe2-module-2-quiz-1",
		"https://edube.org/quiz/pe-2/pe2-module-2-test-1",
		"https://edube.org/quiz/pe-2/pe2-module-3-quiz-1",
		"https://edube.org/quiz/pe-2/pe2-module-3-test-1",
		"https://edube.org/quiz/pe-2/pe2-module-4-quiz-1",
		"https://edube.org/quiz/pe-2/pe2-module-4-test-1",
		'https://edube.org/quiz/pe-2/pe2-summary-test-1'
	]
	for url in quiz_urls:
		fake_submit(url)
		time.sleep(3)

	# 关闭浏览器
	browser.close()
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