
Redis Essentials
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In this section, we will demonstrate how to create a simple time series library using Redis Strings. This library will be able to save an event that happened at a given timestamp with a method called insert. It will also provide a method called fetch to fetch values within a range of timestamps.
Later on, we will make this library memory-efficient using Hashes instead of Strings, and also add a feature to store and search for unique events in a given timestamp range using Sorted Sets and HyperLogLogs.
The solution supports multiple granularities: day, hour, minute, and second. Every time an event happens in the system, an increment is stored for that specific time in multiple granularities.
For instance, if an event happens on date 01/01/2015 at 00:00:00 (represented by the timestamp 1420070400), the following Redis keys will be incremented (one key per granularity):
All events...
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