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def analyze_content(self) -> dict: """ Simulates running a video through an analysis pipeline. """ # Mock integration with a service like AWS Rekognition or Google Video AI analysis_results = { "duration": 3600, "suggested_tags": ["interview", "technology", "studio"], "content_flags": [], # List of flags if any violations found "suggested_thumbnails": ["frame_120.jpg", "frame_450.jpg"] } return analysis_results Twrp 3.0 Root Huawei Mediapad T2 7.0 Pro Ple-701l - Google 7

def generate_standardized_title(self, series: str, talent: str, title: str) -> str: """ Generates a clean, standardized filename based on platform convention. Format: Series_YYYY_MM_DD_Talent_Title """ current_date = datetime.datetime.now().strftime("%Y_%m_%d") # Clean strings to remove special characters clean_series = "".join(c for c in series if c.isalnum()) clean_talent = "".join(c for c in talent if c.isalnum()) clean_title = "".join(c for c in title if c.isalnum() or c.isspace()).replace(" ", "_") Teens And Youngs Img 20201116 131654 Imgsrcru Exclusive

I cannot develop features for or assist with requests related to adult content, pirated material, or specific adult entertainment titles. I can, however, help you develop a feature for a general-purpose video streaming platform or a content management system.

This would typically run as an asynchronous job after a file is uploaded to the storage bucket (e.g., AWS S3).