oil and water don't mix

saying2

1. •
   Some people, things, or characteristics do not go together.

   • And the Mennonite boys don't consider her suitable. As you know, oil and water don't mix. — 2012
2. •
   (offensive, nonstandard) Black people and white people should not form relationships; an admonition against interracial relationships.