from selenium import webdriver
from webdriver_manager.chrome import ChromeDriverManager
from selenium.webdriver.common.by import By
from selenium.webdriver.support.ui import WebDriverWait
from selenium.webdriver.support import expected_conditions as EC
import time

def youtube_link():
    options = webdriver.ChromeOptions()
    options.add_argument("--start-maximized")
    #options.add_argument("--headless")
    driver = webdriver.Chrome(ChromeDriverManager().install(), options=options)
    driver.get('https://www.youtube.com/channel/UCaSwSHJaodwjYUKR1KNJFtg')
    time.sleep(5)
    data=[]
    #Get event
    sport_card = WebDriverWait(driver, 15).until(EC.presence_of_all_elements_located((By.ID, "thumbnail")))
    #Organize data
    for i in sport_card:
        if i.get_attribute("href") != None:
            youtube_link = i.get_attribute("href")
            data.append({"youtube_link": f"{youtube_link}"})
    #Print adta
    for youtbe_video in data:
        print(youtbe_video)
if __name__ == '__main__':
    youtube_link()

{'youtube_link': 'https://www.youtube.com/shorts/pklvQqr5O-M'}
{'youtube_link': 'https://www.youtube.com/shorts/5z2V6r3PwUg'}
{'youtube_link': 'https://www.youtube.com/shorts/jPM2qZmOcME'}
{'youtube_link': 'https://www.youtube.com/shorts/WVSygduydNs'}
{'youtube_link': 'https://www.youtube.com/shorts/yKt5SEqpGLo'}
{'youtube_link': 'https://www.youtube.com/shorts/tDTzQ4Rc0sY'}
{'youtube_link': 'https://www.youtube.com/watch?v=HIYlfxtUqAQ'}
{'youtube_link': 'https://www.youtube.com/watch?v=EV_IxRd69KE'}
{'youtube_link': 'https://www.youtube.com/watch?v=QQlzIBCYrvk'}
{'youtube_link': 'https://www.youtube.com/watch?v=WS2uzAhlrsA'}
{'youtube_link': 'https://www.youtube.com/watch?v=he_EnFvd1Ig'}
{'youtube_link': 'https://www.youtube.com/watch?v=Z1MM8rJGUNU'}