My initial thought is why query 1TB of data in a browser, maybe I'm the wrong target audience for this but it seems that it's pushing that everything has to be in a browser rather than using appropriate tools
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(Does not seem like a realistic scenario to me for many uses, for RAM among other resource reasons.)
But, if you'd like to instead read the article, you'll see that they qualify the reasoning in the first section of the article, titled, "Rethinking the Old Trade-Off: Cost, Complexity, and Access".
But the article is a little light on technical details. In some cases it might make sense to bring the entire file client-side.