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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
Sounds similar to: https://github.com/Cyan4973/FiniteStateEntropy
https://arxiv.org/abs/1311.2540
> The modern data compression is mainly based on two approaches to entropy coding: Huffman (HC) and arithmetic/range coding (AC). The former is much faster, but approximates probabilities with powers of 2, usually leading to relatively low compression rates. The latter uses nearly exact probabilities - easily approaching theoretical compression rate limit (Shannon entropy), but at cost of much larger computational cost.
This is a basic version of many commonly used ideas for string compression in golfing languages. Jelly [0] is a good example of a more practical and versatile approach that builds on ideas such as this.
[0] https://github.com/DennisMitchell/jellylanguage/wiki/Tutoria...
Cool :) I made a little script that uses a thesaurus to try to shorten text https://github.com/anfractuosity/lossytextcompressor