import av
import io

with open('video.mp4', 'rb') as fp:
    video_data = fp.read()

video_buffer = io.BytesIO(video_data)
container = av.open(video_buffer, mode='r', format='mp4')
duration = container.duration / av.time_base  # seconds [float]