Serialization is hard, especially across Python versions and multiple platforms. After dealing with many subtle bugs over the years (encodings, locales, large files) libraries like spaCy and Prodigy have steadily grown a number of utility functions to wrap the multiple serialization formats that are need to support (especially json, msgpack and pickle). To avoid duplication these functions were put in one place.