Sorry I wasn't really clear before [in person]. vimap/testing.py provides utilities for people who write tests against vimap, or more accurately, code that uses vimap. In particular, you can use a serial pool that mocks vimap's interface, if you want to check your code's accuracy on small inputs without worrying about parallelism.