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Processing CSV files

I have a log file in CSV format that's updated periodically throughout the day. The structure is static (there are a set number of columns) and the size can vary from 25MB to 10GB, depending on activity. I know I can bring this file into MS SQL using BULK INSERT but I only need to import new rows not the entire file. Is there a way to do this with BULK INSERT? I don't see a way to just append new rows.

TIA

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