Is there any interest in using Docker to set up the integration tests? A containerized solution, would allow contributors to run the integration tests more reliably and not have to perpetually maintain installations of each of the data stores. Another advantage is that testing new versions of each data store becomes easier.

If there is interest, I can work up a pilot to show what the implementation might look like.