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As this is an issue common to dict as well as AutoMap, as it stands presently this is expected, though confusing behavior for a mapping object. I think the only option, from SF's perspective, is to consider disallowing NaNs in Index, though that option will cost performance.
This was first identified in #242. An isolated example is below.
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