Note: As of July 2016, Canova has been deprecated, and has been replaced by DataVec. DataVec includes all of the functionality from Canova, plus much more.
Other than the need to change some import statements, DataVec should be a drop-in replacement for Canova. The last release of Canova on Maven Central was 0.0.0.17.