Turn match() into a generic for specialization by other BiocPy classes. #38
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Introduce a create_match_index generic that builds the matching index from a given 'targets' so that it can be easily reused across different 'x'. An example of a compatible index is provided by the new MatchIndex class.
Also added dedicated optimization for Factor matching, which exploits the fact that unique levels are already available.