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good morning one and all and welcome to the video this video im gonna be writing or rather showing you a python code that can delete objects from aws s3 in batches and in bulk we will be using utilizing the concept of threading here so i have the entire code i will be walking you over the code and lets get started with the video all right so first of all what im gonna do is im gonna collapse my screen i have couple of classes but the most important class that we need to worry about is aws s3 over here its a very generalized class that has various methods such as um put files get item length so it can give you uh the size of our object right in kilobytes gigabytes checks whether an item mixes get item find one update delete object delete object essentially uses boto3 delete object right so thats the method get all keys this is the method that we are interested here because we will be utilizing this method to delete these objects so over here we say are using a paginator api so we