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Improve built-in index_string data format #68

@deliahu

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@deliahu

Description

Option 1: save both mappings in the analysis. Could make it a different transformer/aggregator? Probably not

Option 2: At startup time, predict.py can create the mapping of string -> index to speed up transformations (keep index -> string array also, for reverse transformations). Is it custom for just this analysis? Or is there an API for this (e.g. "preprocess")?

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Faster real-time predictions

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