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Find correlation between nearly static data and a data feed.

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I'm looking to find a way to match up info from one data source that only changes once per day, and another data source that changes frequently. Each night we map `user_id` to `computer_id` and that file gets ingested into Splunk. During the day I have a constant stream of data coming in with mappings of `action_taken` and `computer_id`. My challenge is that I need to be able to look up the mapping of `user_id` to `action_taken` historically, to within the minute, and through the API. What is the best way to search/lookup/report that mapping? Thanks!

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