无法使用BeautifulSoup获取youtube视频urls

from bs4 import BeautifulSoup
import requests

url = 'https://www.youtube.com/watch?v=example'
headers = {
    'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/58.0.3029.110 Safari/537.3'}

response = requests.get(url, headers=headers)
soup = BeautifulSoup(response.text, 'html.parser')

# 示例：尝试获取视频ID
video_id = soup.find('div', {'class': 'watch-video-container'}).find('button')['data-video-id']
print(f'Video ID: {video_id}')

from googleapiclient.discovery import build

api_key = 'YOUR_API_KEY'
youtube = build('youtube', 'v3', developerKey=api_key)

request = youtube.videos().list(
    part='snippet',
    id='example'
)
response = request.execute()

# 示例：获取视频标题
for item in response['items']:
    print(f'Title: {item["snippet"]["title"]}')