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Speed up data loading #8679

Description

@hhvu0102

Feature Summary

Hi team!

I know the team is actively working on this issue, but I'd like to report my experience with loading data in my use case (see screenshot). Basically, my data is just a text file with ~19.5k lines and ~230 columns, and it took 1 minute (sometimes more) to load the data. Really appreciate it if we can speed up this process, because a text data file this size is generally rather small in my use case.

Image

Proposed Solution or Design

Not sure, but loading this size in R or Python generally is instantaneous, so I imagine it should work equivalently well.

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