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um today i want to show you a tool called miller so oftentimes when we want to integrate two systems weamp;#39;re going to use csv files because csv files are one of two one of those things that are very common every single language has a library for processing csv files but oftentimes in the process of using csv files we need to do some one-off operations so for example maybe we need to sort a column maybe we need to change the delimiter maybe we need to convert from csv to json maybe we need to remove certain records maybe we need to add certain columns so usually when i have these types of problems what i will do is i will create a one-off python script but the problem is that this python script has often has bugs because itamp;#39;s my first time writing that code for example with against that file so i would very much prefer if there was some kind of battle tested tool for processing these csv files in these common for these common use cases so i found such a tool and itamp;#39