The problem of parsing large datasets

In data processing, the volume of data can be so large that the amount of time it takes to process a file matters. In my work, I try to optimize such jobs so that it is more efficient, but surprisingly, it is often not the business logic that is the bottleneck, but the parsing of files itself that consumes large amounts of CPU and memory.