Deduplicate Code #174
Description
Some functions are copy-pasted in multiple places in the repo (ex. read_hdf5 and write_hdf5). This leads to an increased developer burden because any fix for one of these functions has to be replicated across all of the duplicates in the repository. To address this problem, we will deduplicate all code.