Currently, the python3.8.0b4 (https://github.com/python/cpython/releases/tag/v3.8.0b4) has reducer_override support in struct PicklerObject, which makes inheriting from cpython Pickler feasible. It could also help #8. I think it is important because there is about 20x performance gap between the cpython version and the pure python version.