Update for those of you who are curious for my Blomberg dishwasher.
Turns out the drain pump had cracked due to wear and tear. I didn't get a chance to take a picture of it, but the housing cracked, while the impeller was perfectly fine. Looks like I've got the BMW of dishwashers.