297.mp4

import ffmpeg

def extract_features(file_path): probe = ffmpeg.probe(file_path) stream = next((stream for stream in probe['streams'] if stream['codec_type'] == 'video'), None) features = { 'file_name': file_path, 'duration': float(probe['format']['duration']), 'resolution': f"{stream['width']}x{stream['height']}", 'frame_rate': stream['r_frame_rate'], } return features 297.mp4

print(extract_features('297.mp4')) This example extracts and prints out basic video features. Depending on your needs, you might expand this to include more features or integrate with other libraries for deeper analysis. None) features = { 'file_name': file_path