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theres not a very simple way to program eclis edit a CSV file meaning I cant open a CSV file and say row seven column three change this it just doesnt work that well because its called comma separated values its not really a full-powered database now in databases you can do that but CSV files you can do it its just a little bit more challenging the other side of the challenge is if you remember back to when we were working with that w+ stuff and actually can we can get to a point where we actually overwrite the original data and that that is actually kind of troubling that actually causes some issues for us so instead of overriding our initial data what were going to be doing is creating a temporary file and then copying our data into that temporary file all of the data editing where we need to edit and then come back and bring that copied temporary file into that new data file so if theres any issues with the writing side of it then it will fail and the temporary file will no