Single-codebase compatibility means that the same code can run under both Python 2 and Python 3.

The initial expectation was that translation tools would solve this problem, but it didn’t really work out that way. Adding language features and library shims to make it possible to write pidgin Python that would run under either version meant that you could migrate libraries and parts of large codebases one at a time until the whole thing ran under Python 3.