Yep. I shop at a building with an Aldi on the 1st floor and a Trader Joes on the 2nd floor. It's wonderful.

I popped into an Aldi in Portugal ~6 months ago, and I noticed they had some Trader Joe's products on the shelves. Unsurprisingly, Aldi Portugal is owned by Aldi Nord.