Yes, that's true about most type of fish, eating not only eggs but even their own juvenile. so the eggs and juveniles should be separated from the parent fish to survive.

Speaking of weird fish, I have read there's a fish that climbs up the tree and walks on land called Mudskippers. I wonder if this fish is edible too. Got to do some research =)