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It would be great not to have to specify items sometimes in methods like query_feature().
Here are a few ideas, and they should all be keyword arguments:
Make items take Optional[Iterable[str]] rather than being an unpacked iterable. The current signature looks nice but when you use it, it isn't the best.
An contains kwarg that filters using metadata["id"].str.contains(id_contains)
An matches kwarg that filters using metadata["id"].str.match(id_matches)