I'd like to point out PyBuilder which is heavily inspired by maven but uses python instead of XML for configuration, so it's actually readable, IMHO.
There is a plugin for dependency management (uses pip under the hood and differentiates between build and runtime dependencies) and, not unlike maven, you can run through the full build lifecycle with a single command.